From be9576b4d58c1a3b480228d712ab5a3df92c24f1 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Wed, 27 Oct 2021 12:01:29 -0500
Subject: [PATCH 01/46] Fixed link formatting, adding parens

[title]link.com -> [title](link.com)
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 78f0231..ad804e1 100644
--- a/README.md
+++ b/README.md
@@ -27,8 +27,8 @@ element-animal contains two modules, `subject` and `genotyping`.
 
 This workflow serves as an example of the upstream part of a typical data workflow, for examples using these two elements more intact workflows, refer to:
 
-+ [workflow-array-ephys]https://github.com/datajoint/workflow-array-ephys
-+ [workflow-calcium-imaging]https://github.com/datajoint/workflow-calcium-imaging
++ [workflow-array-ephys](https://github.com/datajoint/workflow-array-ephys)
++ [workflow-calcium-imaging](https://github.com/datajoint/workflow-calcium-imaging)
 
 
 ## Installation instructions

From bfa2bc10cb973a8bb6fbbcbd51582b2eb1eddad9 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 30 Nov 2021 18:16:33 -0600
Subject: [PATCH 02/46] initial commit migrate wf-anim->wf-sess

---
 notebooks/explore_workflow.ipynb              |  494 ++------
 requirements.txt                              |    1 +
 setup.py                                      |   11 +-
 temp_test.ipynb                               | 1098 +++++++++++++++++
 .../animal/_Other_Genotyping_Data_TBD.csv     |    0
 user_data/animal/allele.csv                   |    2 +
 user_data/animal/line.csv                     |    1 +
 user_data/animal/source.csv                   |    1 +
 user_data/animal/strain.csv                   |    1 +
 user_data/animal/subjects.csv                 |    3 +
 user_data/lab/keywords.csv                    |    4 +
 user_data/lab/labs.csv                        |    3 +
 user_data/lab/projects.csv                    |    3 +
 user_data/lab/protocols.csv                   |    3 +
 user_data/lab/publications.csv                |    3 +
 user_data/lab/sources.csv                     |    2 +
 user_data/lab/users.csv                       |    2 +
 user_data/session/sessions.csv                |    3 +
 workflow_animal/pipeline.py                   |   23 -
 .../__init__.py                               |    0
 workflow_session/ingest.py                    |   65 +
 workflow_session/paths.py                     |   11 +
 workflow_session/pipeline.py                  |   22 +
 23 files changed, 1310 insertions(+), 446 deletions(-)
 create mode 100644 temp_test.ipynb
 create mode 100644 user_data/animal/_Other_Genotyping_Data_TBD.csv
 create mode 100644 user_data/animal/allele.csv
 create mode 100644 user_data/animal/line.csv
 create mode 100644 user_data/animal/source.csv
 create mode 100644 user_data/animal/strain.csv
 create mode 100644 user_data/animal/subjects.csv
 create mode 100644 user_data/lab/keywords.csv
 create mode 100644 user_data/lab/labs.csv
 create mode 100644 user_data/lab/projects.csv
 create mode 100644 user_data/lab/protocols.csv
 create mode 100644 user_data/lab/publications.csv
 create mode 100644 user_data/lab/sources.csv
 create mode 100644 user_data/lab/users.csv
 create mode 100644 user_data/session/sessions.csv
 delete mode 100644 workflow_animal/pipeline.py
 rename {workflow_animal => workflow_session}/__init__.py (100%)
 create mode 100644 workflow_session/ingest.py
 create mode 100644 workflow_session/paths.py
 create mode 100644 workflow_session/pipeline.py

diff --git a/notebooks/explore_workflow.ipynb b/notebooks/explore_workflow.ipynb
index dc736a6..e41fa30 100644
--- a/notebooks/explore_workflow.ipynb
+++ b/notebooks/explore_workflow.ipynb
@@ -19,18 +19,11 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Connecting shan@localhost:3306\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# change to the upper level folder to detect dj_local_conf.json\n",
     "import os\n",
+    "import datajoint as dj\n",
     "os.chdir('..')"
    ]
   },
@@ -47,7 +40,16 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from workflow_animal.pipeline import lab, subject, genotyping"
+    "from workflow_session import * #lab, subject, genotyping"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from element_lab import lab"
    ]
   },
   {
@@ -59,188 +61,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"114pt\" viewBox=\"0.00 0.00 470.00 114.00\" width=\"470pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "<g class=\"graph\" id=\"graph0\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" points=\"-4,4 -4,-110 466,-110 466,4 -4,4\" stroke=\"transparent\"/>\n",
-       "<!-- Lab -->\n",
-       "<g class=\"node\" id=\"node1\">\n",
-       "<title>Lab</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"lab                  \r",
-       "------------------------------\r",
-       "lab_name             \r",
-       "institution          \r",
-       "address              \r",
-       "time_zone            \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"55,-106 20,-106 20,-71 55,-71 55,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"29.5\" y=\"-87\">Lab</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.LabMembership -->\n",
-       "<g class=\"node\" id=\"node7\">\n",
-       "<title>lab.LabMembership</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ Lab\r",
-       "→ User\r",
-       "------------------------------\r",
-       "→ [nullable] lab.UserRole\r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"172,-35 71,-35 71,0 172,0 172,-35\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"121.5\" y=\"-15\">lab.LabMembership</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- Lab&#45;&gt;lab.LabMembership -->\n",
-       "<g class=\"edge\" id=\"edge1\">\n",
-       "<title>Lab-&gt;lab.LabMembership</title>\n",
-       "<path d=\"M55.31,-72.87C68.8,-61.79 87.33,-46.57 101.35,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- Location -->\n",
-       "<g class=\"node\" id=\"node8\">\n",
-       "<title>Location</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ Lab\r",
-       "location             \r",
-       "------------------------------\r",
-       "location_description=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"53,-35 0,-35 0,0 53,0 53,-35\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"8\" y=\"-16\">Location</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- Lab&#45;&gt;Location -->\n",
-       "<g class=\"edge\" id=\"edge2\">\n",
-       "<title>Lab-&gt;Location</title>\n",
-       "<path d=\"M34.84,-70.8C33.11,-59.95 30.86,-45.87 29.14,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project -->\n",
-       "<g class=\"node\" id=\"node2\">\n",
-       "<title>lab.Project</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"project              \r",
-       "------------------------------\r",
-       "project_description=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"290,-106 227,-106 227,-71 290,-71 290,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"235\" y=\"-87\">lab.Project</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.ProjectUser -->\n",
-       "<g class=\"node\" id=\"node5\">\n",
-       "<title>lab.ProjectUser</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ lab.Project\r",
-       "→ User\r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"299,-35 200,-35 200,0 299,0 299,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"249.5\" y=\"-14.4\">lab.ProjectUser</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
-       "<g class=\"edge\" id=\"edge3\">\n",
-       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
-       "<path d=\"M256.32,-70.8C254.91,-59.95 253.07,-45.87 251.66,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- lab.UserRole -->\n",
-       "<g class=\"node\" id=\"node3\">\n",
-       "<title>lab.UserRole</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"user_role            \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"152.5,-106 78.5,-106 78.5,-71 152.5,-71 152.5,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"86.5\" y=\"-87\">lab.UserRole</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
-       "<g class=\"edge\" id=\"edge4\">\n",
-       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
-       "<path d=\"M116.95,-70.8C117.9,-59.95 119.12,-45.87 120.06,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- lab.ProtocolType -->\n",
-       "<g class=\"node\" id=\"node4\">\n",
-       "<title>lab.ProtocolType</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"protocol_type        \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"397,-106 308,-106 308,-71 397,-71 397,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"316\" y=\"-87\">lab.ProtocolType</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- Protocol -->\n",
-       "<g class=\"node\" id=\"node10\">\n",
-       "<title>Protocol</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"protocol             \r",
-       "------------------------------\r",
-       "→ lab.ProtocolType\r",
-       "protocol_description=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"379,-35 326,-35 326,0 379,0 379,-35\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"334\" y=\"-16\">Protocol</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.ProtocolType&#45;&gt;Protocol -->\n",
-       "<g class=\"edge\" id=\"edge5\">\n",
-       "<title>lab.ProtocolType-&gt;Protocol</title>\n",
-       "<path d=\"M352.5,-70.8C352.5,-59.95 352.5,-45.87 352.5,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- Source -->\n",
-       "<g class=\"node\" id=\"node6\">\n",
-       "<title>Source</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"source               \r",
-       "------------------------------\r",
-       "source_name          \r",
-       "contact_details=&quot;&quot;   \r",
-       "source_description=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"462,-106 415,-106 415,-71 462,-71 462,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"423\" y=\"-87\">Source</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- User -->\n",
-       "<g class=\"node\" id=\"node9\">\n",
-       "<title>User</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"user                 \r",
-       "------------------------------\r",
-       "user_email=&quot;&quot;        \r",
-       "user_cellphone=&quot;&quot;    \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"208.5,-106 170.5,-106 170.5,-71 208.5,-71 208.5,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"178.5\" y=\"-87\">User</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- User&#45;&gt;lab.ProjectUser -->\n",
-       "<g class=\"edge\" id=\"edge6\">\n",
-       "<title>User-&gt;lab.ProjectUser</title>\n",
-       "<path d=\"M204.02,-70.8C213.46,-59.95 225.7,-45.87 235.11,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- User&#45;&gt;lab.LabMembership -->\n",
-       "<g class=\"edge\" id=\"edge7\">\n",
-       "<title>User-&gt;lab.LabMembership</title>\n",
-       "<path d=\"M173.04,-70.8C162.35,-59.95 148.47,-45.87 137.81,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fd207412400>"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "AttributeError",
+     "evalue": "'NoneType' object has no attribute 'non_blobs'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    700\u001b[0m                 \u001b[0mtype_pprinters\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_printers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    701\u001b[0m                 deferred_pprinters=self.deferred_printers)\n\u001b[0;32m--> 702\u001b[0;31m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    703\u001b[0m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mstream\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetvalue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    392\u001b[0m                         \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    393\u001b[0m                                 \u001b[0;32mand\u001b[0m \u001b[0mcallable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__dict__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'__repr__'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 394\u001b[0;31m                             \u001b[0;32mreturn\u001b[0m \u001b[0m_repr_pprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    395\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    396\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0m_default_pprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36m_repr_pprint\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    698\u001b[0m     \u001b[0;34m\"\"\"A pprint that just redirects to the normal repr function.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    699\u001b[0m     \u001b[0;31m# Find newlines and replace them with p.break_()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 700\u001b[0;31m     \u001b[0moutput\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrepr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    701\u001b[0m     \u001b[0mlines\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moutput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplitlines\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    702\u001b[0m     \u001b[0;32mwith\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36m__repr__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    527\u001b[0m         \u001b[0;34m:\u001b[0m\u001b[0mrtype\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    528\u001b[0m         \"\"\"\n\u001b[0;32m--> 529\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__repr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'loglevel'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlower\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'debug'\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    530\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    531\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36mpreview\u001b[0;34m(self, limit, width)\u001b[0m\n\u001b[1;32m    531\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    532\u001b[0m         \u001b[0;34m\"\"\" :return: a string of preview of the contents of the query. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 533\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    534\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    535\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_repr_html_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/preview.py\u001b[0m in \u001b[0;36mpreview\u001b[0;34m(query_expression, limit, width)\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mquery_expression\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mheading\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m     \u001b[0mrel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproj\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnon_blobs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      9\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mlimit\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m         \u001b[0mlimit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'display.limit'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'non_blobs'"
+     ]
+    },
+    {
+     "ename": "AttributeError",
+     "evalue": "'NoneType' object has no attribute 'non_blobs'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    343\u001b[0m             \u001b[0mmethod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    344\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mmethod\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 345\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    346\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    347\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36m_repr_html_\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    535\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_repr_html_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    536\u001b[0m         \u001b[0;34m\"\"\" :return: HTML to display table in Jupyter notebook. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 537\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrepr_html\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    538\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    539\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/preview.py\u001b[0m in \u001b[0;36mrepr_html\u001b[0;34m(query_expression)\u001b[0m\n\u001b[1;32m     30\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mrepr_html\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mquery_expression\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     31\u001b[0m     \u001b[0mheading\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m     \u001b[0mrel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproj\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnon_blobs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     33\u001b[0m     \u001b[0minfo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtable_status\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     34\u001b[0m     \u001b[0mtuples\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'display.limit'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mformat\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'array'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'non_blobs'"
+     ]
     }
    ],
    "source": [
-    "dj.Diagram(lab)"
+    "lab.Lab()"
    ]
   },
   {
@@ -249,234 +104,37 @@
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"114pt\" viewBox=\"0.00 0.00 1597.00 114.00\" width=\"1597pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "<g class=\"graph\" id=\"graph0\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" points=\"-4,4 -4,-110 1593,-110 1593,4 -4,4\" stroke=\"transparent\"/>\n",
-       "<!-- `subject`.`subject__protocol` -->\n",
-       "<g class=\"node\" id=\"node1\">\n",
-       "<title>`subject`.`subject__protocol`</title>\n",
-       "<polygon fill=\"transparent\" points=\"757.5,-27 617.5,-27 617.5,-8 757.5,-8 757.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"687.5\" y=\"-15\">`subject`.`subject__protocol`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`#allele__source` -->\n",
-       "<g class=\"node\" id=\"node2\">\n",
-       "<title>`subject`.`#allele__source`</title>\n",
-       "<polygon fill=\"transparent\" points=\"1589,-27 1458,-27 1458,-8 1589,-8 1589,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"1523.5\" y=\"-15\">`subject`.`#allele__source`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`subject__source` -->\n",
-       "<g class=\"node\" id=\"node3\">\n",
-       "<title>`subject`.`subject__source`</title>\n",
-       "<polygon fill=\"transparent\" points=\"909.5,-27 775.5,-27 775.5,-8 909.5,-8 909.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"842.5\" y=\"-15\">`subject`.`subject__source`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`#line__allele` -->\n",
-       "<g class=\"node\" id=\"node4\">\n",
-       "<title>`subject`.`#line__allele`</title>\n",
-       "<polygon fill=\"transparent\" points=\"1439.5,-27 1323.5,-27 1323.5,-8 1439.5,-8 1439.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"1381.5\" y=\"-15\">`subject`.`#line__allele`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`subject__strain` -->\n",
-       "<g class=\"node\" id=\"node5\">\n",
-       "<title>`subject`.`subject__strain`</title>\n",
-       "<polygon fill=\"transparent\" points=\"129,-27 0,-27 0,-8 129,-8 129,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"64.5\" y=\"-15\">`subject`.`subject__strain`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`subject__line` -->\n",
-       "<g class=\"node\" id=\"node6\">\n",
-       "<title>`subject`.`subject__line`</title>\n",
-       "<polygon fill=\"transparent\" points=\"1183.5,-27 1063.5,-27 1063.5,-8 1183.5,-8 1183.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"1123.5\" y=\"-15\">`subject`.`subject__line`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`subject__lab` -->\n",
-       "<g class=\"node\" id=\"node7\">\n",
-       "<title>`subject`.`subject__lab`</title>\n",
-       "<polygon fill=\"transparent\" points=\"1045.5,-27 927.5,-27 927.5,-8 1045.5,-8 1045.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"986.5\" y=\"-15\">`subject`.`subject__lab`</text>\n",
-       "</g>\n",
-       "<!-- `subject`.`subject__user` -->\n",
-       "<g class=\"node\" id=\"node8\">\n",
-       "<title>`subject`.`subject__user`</title>\n",
-       "<polygon fill=\"transparent\" points=\"271.5,-27 147.5,-27 147.5,-8 271.5,-8 271.5,-27\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"209.5\" y=\"-15\">`subject`.`subject__user`</text>\n",
-       "</g>\n",
-       "<!-- subject.Subject -->\n",
-       "<g class=\"node\" id=\"node9\">\n",
-       "<title>subject.Subject</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
-       "------------------------------\r",
-       "sex                  \r",
-       "subject_birth_date   \r",
-       "subject_description=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"736.5,-106 638.5,-106 638.5,-71 736.5,-71 736.5,-106\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"646.5\" y=\"-86.4\">subject.Subject</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__protocol` -->\n",
-       "<g class=\"edge\" id=\"edge4\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__protocol`</title>\n",
-       "<path d=\"M687.5,-70.8C687.5,-57.08 687.5,-38.19 687.5,-27.27\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__source` -->\n",
-       "<g class=\"edge\" id=\"edge2\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__source`</title>\n",
-       "<path d=\"M724.63,-70.97C755.61,-57.18 798.55,-38.06 823.13,-27.12\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__strain` -->\n",
-       "<g class=\"edge\" id=\"edge3\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__strain`</title>\n",
-       "<path d=\"M638.4,-84.85C542.07,-79.21 321.72,-64.07 138.5,-35 125.37,-32.92 111.08,-29.91 98.59,-27.03\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__line` -->\n",
-       "<g class=\"edge\" id=\"edge5\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__line`</title>\n",
-       "<path d=\"M736.71,-81.93C807.37,-73.6 941.49,-56.55 1054.5,-35 1066.36,-32.74 1079.25,-29.79 1090.64,-27.01\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__lab` -->\n",
-       "<g class=\"edge\" id=\"edge6\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__lab`</title>\n",
-       "<path d=\"M736.67,-76.54C783.46,-66.06 855.84,-49.72 918.5,-35 929.26,-32.47 940.96,-29.66 951.58,-27.08\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`subject`.`subject__user` -->\n",
-       "<g class=\"edge\" id=\"edge1\">\n",
-       "<title>subject.Subject-&gt;`subject`.`subject__user`</title>\n",
-       "<path d=\"M638.39,-82.77C561.66,-75.02 408.81,-58.13 280.5,-35 268.29,-32.8 255.03,-29.87 243.3,-27.08\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.SubjectDeath -->\n",
-       "<g class=\"node\" id=\"node10\">\n",
-       "<title>subject.SubjectDeath</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"→ subject.Subject\r",
-       "------------------------------\r",
-       "death_date           \r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"421,-35 290,-35 290,0 421,0 421,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"355.5\" y=\"-14.4\">subject.SubjectDeath</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
-       "<g class=\"edge\" id=\"edge7\">\n",
-       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
-       "<path d=\"M638.19,-77.66C586.41,-67.27 502.67,-50.31 430.5,-35 427.5,-34.36 424.43,-33.71 421.34,-33.04\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.SubjectCullMethod -->\n",
-       "<g class=\"node\" id=\"node11\">\n",
-       "<title>subject.SubjectCullMethod</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ subject.Subject\r",
-       "------------------------------\r",
-       "cull_method          \r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"599.5,-35 439.5,-35 439.5,0 599.5,0 599.5,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"519.5\" y=\"-14.4\">subject.SubjectCullMethod</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
-       "<g class=\"edge\" id=\"edge8\">\n",
-       "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
-       "<path d=\"M647.26,-70.97C620.76,-60.09 586.2,-45.89 559.7,-35.01\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.Zygosity -->\n",
-       "<g class=\"node\" id=\"node14\">\n",
-       "<title>subject.Zygosity</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
-       "→ subject.Allele\r",
-       "------------------------------\r",
-       "zygosity             \r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"1305,-35 1202,-35 1202,0 1305,0 1305,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"1253.5\" y=\"-14.4\">subject.Zygosity</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
-       "<g class=\"edge\" id=\"edge9\">\n",
-       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
-       "<path d=\"M736.62,-85.02C827.34,-79.86 1026.98,-65.78 1192.5,-35 1195.52,-34.44 1198.61,-33.8 1201.72,-33.11\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Strain -->\n",
-       "<g class=\"node\" id=\"node12\">\n",
-       "<title>subject.Strain</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"strain               \r",
-       "------------------------------\r",
-       "strain_standard_name \r",
-       "strain_desc=&quot;&quot;       \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"103,-106 26,-106 26,-71 103,-71 103,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"34\" y=\"-87\">subject.Strain</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Strain&#45;&gt;`subject`.`subject__strain` -->\n",
-       "<g class=\"edge\" id=\"edge10\">\n",
-       "<title>subject.Strain-&gt;`subject`.`subject__strain`</title>\n",
-       "<path d=\"M64.5,-70.8C64.5,-57.08 64.5,-38.19 64.5,-27.27\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele -->\n",
-       "<g class=\"node\" id=\"node13\">\n",
-       "<title>subject.Allele</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"allele               \r",
-       "------------------------------\r",
-       "allele_standard_name=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"1419,-106 1344,-106 1344,-71 1419,-71 1419,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"1352\" y=\"-87\">subject.Allele</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;`subject`.`#allele__source` -->\n",
-       "<g class=\"edge\" id=\"edge12\">\n",
-       "<title>subject.Allele-&gt;`subject`.`#allele__source`</title>\n",
-       "<path d=\"M1415.51,-70.97C1443.9,-57.18 1483.24,-38.06 1505.76,-27.12\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;`subject`.`#line__allele` -->\n",
-       "<g class=\"edge\" id=\"edge11\">\n",
-       "<title>subject.Allele-&gt;`subject`.`#line__allele`</title>\n",
-       "<path d=\"M1381.5,-70.8C1381.5,-57.08 1381.5,-38.19 1381.5,-27.27\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
-       "<g class=\"edge\" id=\"edge13\">\n",
-       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
-       "<path d=\"M1350.84,-70.97C1330.72,-60.13 1304.51,-46 1284.35,-35.13\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Line -->\n",
-       "<g class=\"node\" id=\"node15\">\n",
-       "<title>subject.Line</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"line                 \r",
-       "------------------------------\r",
-       "line_description=&quot;&quot;  \r",
-       "target_phenotype=&quot;&quot;  \r",
-       "is_active            \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"1242,-106 1173,-106 1173,-71 1242,-71 1242,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"1181\" y=\"-87\">subject.Line</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Line&#45;&gt;`subject`.`#line__allele` -->\n",
-       "<g class=\"edge\" id=\"edge14\">\n",
-       "<title>subject.Line-&gt;`subject`.`#line__allele`</title>\n",
-       "<path d=\"M1242.29,-73.7C1277.4,-59.78 1330.51,-38.72 1359.94,-27.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- subject.Line&#45;&gt;`subject`.`subject__line` -->\n",
-       "<g class=\"edge\" id=\"edge15\">\n",
-       "<title>subject.Line-&gt;`subject`.`subject__line`</title>\n",
-       "<path d=\"M1187.17,-70.8C1170.46,-57.08 1147.46,-38.19 1134.17,-27.27\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fd2075f8588>"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "AttributeError",
+     "evalue": "'NoneType' object has no attribute 'dependencies'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24597/1338749693.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/diagram.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, source, context)\u001b[0m\n\u001b[1;32m    109\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    110\u001b[0m             \u001b[0;31m# initialize graph from dependencies\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m             \u001b[0mconnection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdependencies\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    112\u001b[0m             \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconnection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdependencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    113\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'dependencies'"
+     ]
+    }
+   ],
+   "source": [
+    "dj.Diagram(lab)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'subject' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_36962/3159175528.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
+     ]
     }
    ],
    "source": [
@@ -1230,9 +888,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "workflow-imaging",
+   "display_name": "venv-nwb",
    "language": "python",
-   "name": "workflow-imaging"
+   "name": "venv-nwb"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1244,9 +902,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.8.11"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/requirements.txt b/requirements.txt
index 6455282..147ef16 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,5 @@
 datajoint>=0.13.0
 element-lab
 element-animal
+element-session
 ipykernel
diff --git a/setup.py b/setup.py
index 1c10e13..30ecffe 100644
--- a/setup.py
+++ b/setup.py
@@ -6,11 +6,12 @@
 here = path.abspath(path.dirname(__file__))
 
 long_description = """"
-# Workflow for lab management and animal management
+# Workflow for lab, animal, and session management
 
 Build a workflow for lab management and animal metadata using DataJoint Elements
-+ [elements-lab](https://github.com/datajoint/elements-lab)
-+ [elements-animal](https://github.com/datajoint/elements-animal)
++ [elements-lab](https://github.com/datajoint/element-lab)
++ [elements-animal](https://github.com/datajoint/element-animal)
++ [elements-session](https://github.com/datajoint/element-session)
 """
 
 with open(path.join(here, 'requirements.txt')) as f:
@@ -24,8 +25,8 @@
     author='DataJoint NEURO',
     author_email='info@vathes.com',
     license='MIT',
-    url='https://github.com/datajoint/workflow-animal',
-    keywords='neuroscience lab-management animal-management datajoint',
+    url='https://github.com/datajoint/workflow-session',
+    keywords='neuroscience lab-management animal-management session-management datajoint',
     packages=find_packages(exclude=['contrib', 'docs', 'tests*']),
     install_requires=requirements,
 )
diff --git a/temp_test.ipynb b/temp_test.ipynb
new file mode 100644
index 0000000..236734f
--- /dev/null
+++ b/temp_test.ipynb
@@ -0,0 +1,1098 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "f13c2734-23db-435f-bc9e-68064cdcc82b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import datajoint as dj\n",
+    "dj.conn()\n",
+    "import csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cb32b7a1-37b4-45c1-8d03-02c8bbd09b04",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from workflow_session.pipeline import lab, subject, session"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "b4a7e312-63ba-4380-9e91-02ee518ab77e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lab</p>\n",
+       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lab_name</p>\n",
+       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">institution</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">address</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">time_zone</p>\n",
+       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr>  </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 0</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lab    lab_name     institution    address     time_zone    \n",
+       "+-----+ +----------+ +------------+ +---------+ +-----------+\n",
+       "\n",
+       " (Total: 0)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Lab()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "ac97aba9-6451-41e6-a645-4e75b7dc5c50",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Animal Subject</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">sex</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr>  </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 0</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject    sex     subject_birth_ subject_descri\n",
+       "+---------+ +-----+ +------------+ +------------+\n",
+       "\n",
+       " (Total: 0)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "subject.Subject()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "142729e3-94c9-4d1b-8748-4c14e7da37fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">session_datetime</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr>  </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 0</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject    *session_datet\n",
+       "+---------+ +------------+\n",
+       "\n",
+       " (Total: 0)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "session.Session()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "ac95397f-87e9-47eb-a6f6-198581885230",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Deleting 2 rows from `neuro_lab`.`#location`\n",
+      "Deleting 2 rows from `neuro_lab`.`#lab`\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Commit deletes? [yes, No]:  yes\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Deletes committed.\n",
+      "Deleting 2 rows from `neuro_lab`.`#project`\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Commit deletes? [yes, No]:  yes\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Deletes committed.\n",
+      "Deleting 2 rows from `neuro_lab`.`#protocol`\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Commit deletes? [yes, No]:  yes\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Deletes committed.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "2"
+      ]
+     },
+     "execution_count": 103,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Lab.delete()\n",
+    "lab.Project.delete()\n",
+    "lab.Protocol.delete()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "id": "f5676e0b-3908-4dc0-b9f9-dbabb6ed5f2f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import element_data_loader.utils\n",
+    "from workflow_session.paths import *"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "id": "e31cb826-30ba-459c-9722-e0dc531ef919",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_root_data_dir():\n",
+    "    root_data_dirs = dj.config.get('custom', {}).get('root_data_dir', None)\n",
+    "    return root_data_dirs if root_data_dirs else None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 159,
+   "id": "6eccb1c1-64f2-4361-92b1-7f59e3d015a3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Project's resulting publications</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">project</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">publication</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr>  </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 0</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*project    *publication  \n",
+       "+---------+ +------------+\n",
+       "\n",
+       " (Total: 0)"
+      ]
+     },
+     "execution_count": 159,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Project.Publication()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 160,
+   "id": "c1c0ec34-5e7b-4c9d-b78a-832470411d7d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',\n",
+    "                project_csv_path='./user_data/lab/projects.csv',\n",
+    "                pubs_csv_path='./user_data/lab/publications.csv',\n",
+    "                keyw_csv_path='./user_data/lab/keywords.csv',\n",
+    "                protocol_csv_path='./user_data/lab/protocols.csv'\n",
+    "                ):\n",
+    "    # -------------- Insert new \"Lab\" --------------\n",
+    "    with open(lab_csv_path, newline= '') as f:\n",
+    "        input_labs = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert {len(input_labs)} entry(s) into lab tables ----')\n",
+    "    lab.Lab.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    lab.Location.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    # -------------- Insert new \"Project\" --------------\n",
+    "    with open(project_csv_path, newline= '') as f:\n",
+    "        input_projs = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert {len(input_projs)} entry(s) into project table ----')\n",
+    "    lab.Project.insert(input_projs, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    # -------------- Insert publications + keywords --------------\n",
+    "    with open(pubs_csv_path, newline= '') as f:\n",
+    "        input_pubs = list(csv.DictReader(f, delimiter=','))\n",
+    "    with open(keyw_csv_path, newline= '') as f:\n",
+    "        input_keyw = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert entry(s) into publication/keyword tables ----')\n",
+    "    lab.Project.Publication.insert(input_pubs, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    lab.Project.Keywords.insert(input_keyw, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "\n",
+    "    # -------------- Insert new \"Protocol\" --------------\n",
+    "    with open(protocol_csv_path, newline= '') as f:\n",
+    "        input_prots = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert {len(input_prots)} entry(s) into protocol tables ----')\n",
+    "    lab.Protocol.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    lab.ProtocolType.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):\n",
+    "    # -------------- Insert new \"Subject\" --------------\n",
+    "    with open(subject_csv_path, newline= '') as f:\n",
+    "        input_subjects = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert {len(input_subjects)} entry(s) into subject tables ----')\n",
+    "    subject.Subject.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    subject.SubjectDeath.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    ## Skipped allele info\n",
+    "def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):\n",
+    "    with open(session_csv_path, newline= '') as f:\n",
+    "        input_sessions = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Insert {len(input_sessions)} entry(s) into session.Session ----')\n",
+    "    session.Session.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    session.SessionDirectory.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "    session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "0fc98f1f-ca72-4586-bec2-a36ff68ced8e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lab</p>\n",
+       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lab_name</p>\n",
+       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">institution</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">address</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">time_zone</p>\n",
+       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>LabA</td>\n",
+       "<td>The Example Lab</td>\n",
+       "<td>Example Uni</td>\n",
+       "<td>221B Baker St,London NW1 6XE,UK</td>\n",
+       "<td>UTC+0</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lab     lab_name       institution    address        time_zone    \n",
+       "+------+ +------------+ +------------+ +------------+ +-----------+\n",
+       "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Lab & 'lab=\"LabA\"'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "id": "8d20561d-e4a9-47cd-8eca-0c8295d48507",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Project's resulting publications</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">project</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">publication</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>ProjA</td>\n",
+       "<td>arXiv:1807.11104</td></tr><tr><td>ProjA</td>\n",
+       "<td>arXiv:1807.11104v1</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 2</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*project    *publication  \n",
+       "+---------+ +------------+\n",
+       "ProjA       arXiv:1807.111\n",
+       "ProjA       arXiv:1807.111\n",
+       " (Total: 2)"
+      ]
+     },
+     "execution_count": 162,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Project & 'project=\"ProjA\"'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "id": "4a8b2aa9-dbd1-4c1f-ac02-39373c9bc293",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>protocol approved by some institutions like IACUC, IRB</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">protocol</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">protocol_type</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">protocol_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>ProtA</td>\n",
+       "<td>IRB expedited review</td>\n",
+       "<td>Protocol for managing data ingestion</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*protocol    protocol_type  protocol_descr\n",
+       "+----------+ +------------+ +------------+\n",
+       "ProtA        IRB expedited  Protocol for m\n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 88,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Protocol() & 'protocol=\"ProtA\"'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "id": "e306d9dc-ce9a-4485-b8da-eea7d852e5aa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lab_info = (lab.Lab & 'lab=\"LabA\"').fetch1()\n",
+    "proj_info = (lab.Project & 'project=\"ProjA\"').fetch1()\n",
+    "prot_info = (lab.Protocol() & 'protocol=\"ProtA\"').fetch1()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 131,
+   "id": "68fc25cc-d69e-4836-9e95-7f4fa727cbf4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lab</p>\n",
+       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lab_name</p>\n",
+       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">institution</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">address</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">time_zone</p>\n",
+       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr>  </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 0</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lab    lab_name     institution    address     time_zone    \n",
+       "+-----+ +----------+ +------------+ +---------+ +-----------+\n",
+       "\n",
+       " (Total: 0)"
+      ]
+     },
+     "execution_count": 131,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Lab & 'lab=\"None\"'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "id": "99a87d22-a369-45a2-96a7-5c67bf27accb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pynwb import NWBFile"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 178,
+   "id": "bb35e7ae-f76c-4d1c-b1d2-6ddd68cdeef3",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "TypeError",
+     "evalue": "NWBFile.__init__: missing argument 'session_description', missing argument 'identifier', missing argument 'session_start_time', incorrect type for 'stimulus' (got 'str', expected 'list or tuple'), unrecognized argument: 'file_name'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24827/1508549328.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mproj_keyw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mProject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mKeywords\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0mproject_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'keyword'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mproj_pubs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mProject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPublication\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0mproject_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'publication'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m NWBFile(\n\u001b[0m\u001b[1;32m      6\u001b[0m     \u001b[0;31m# data_collection='',\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mexperiment_description\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mproj_info\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'project_description'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/utils.py\u001b[0m in \u001b[0;36mfunc_call\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    577\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mis_method\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    578\u001b[0m             \u001b[0;32mdef\u001b[0m \u001b[0mfunc_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 579\u001b[0;31m                 \u001b[0mpargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_check_args\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    580\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mpargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    581\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/utils.py\u001b[0m in \u001b[0;36m_check_args\u001b[0;34m(args, kwargs)\u001b[0m\n\u001b[1;32m    570\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mparse_err\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    571\u001b[0m                     \u001b[0mmsg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'%s: %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__qualname__\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m', '\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparse_err\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 572\u001b[0;31m                     \u001b[0;32mraise\u001b[0m \u001b[0mExceptionType\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    573\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    574\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mparsed\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'args'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mTypeError\u001b[0m: NWBFile.__init__: missing argument 'session_description', missing argument 'identifier', missing argument 'session_start_time', incorrect type for 'stimulus' (got 'str', expected 'list or tuple'), unrecognized argument: 'file_name'"
+     ]
+    }
+   ],
+   "source": [
+    "project_key = 'project=\"ProjA\"'\n",
+    "proj_info = (lab.Project & project_key).fetch1()\n",
+    "proj_keyw = (lab.Project.Keywords() & project_key).fetch('keyword').tolist()\n",
+    "proj_pubs = (lab.Project.Publication() & project_key).fetch('publication').tolist()\n",
+    "NWBFile(\n",
+    "    # data_collection='',\n",
+    "    experiment_description=proj_info['project_description'],\n",
+    "    keywords=proj_keyw,\n",
+    "    notes=prot_info['protocol_description'],\n",
+    "    pharmacology=proj_info['pharmacology'],\n",
+    "    related_publications=proj_pubs,\n",
+    "    slices=proj_info['slices'],\n",
+    "    source_script=proj_info['repositoryurl'],\n",
+    "    file_name=proj_info['repositoryname'],\n",
+    "    stimulus=proj_info['stimulus'],\n",
+    "    surgery=proj_info['surgery']\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 130,
+   "id": "0c69fff1-3cef-4d99-9ad8-3525dedf3fec",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (255707863.py, line 1)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;36m  File \u001b[0;32m\"/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24827/255707863.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    tmp := proj_info['project']\u001b[0m\n\u001b[0m        ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
+   "source": [
+    "if tmp := proj_info['virus']: virus=proj_info['virus']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1540c2e4-05dc-4543-a239-c82d1f4445f0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    " NWBFile(identifier='_'.join(session_identifier.values()),\n",
+    "                   session_description=session_info['session_note'] if session_info['session_note'] else '',\n",
+    "                   session_start_time=session_info['session_datetime'],\n",
+    "                   file_create_date=datetime.now(tzlocal()),\n",
+    "                   experimenter=list(experimenters)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "927430ff-2224-49ab-973a-c4c666c7688d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv-nwb",
+   "language": "python",
+   "name": "venv-nwb"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/user_data/animal/_Other_Genotyping_Data_TBD.csv b/user_data/animal/_Other_Genotyping_Data_TBD.csv
new file mode 100644
index 0000000..e69de29
diff --git a/user_data/animal/allele.csv b/user_data/animal/allele.csv
new file mode 100644
index 0000000..ee4c9ea
--- /dev/null
+++ b/user_data/animal/allele.csv
@@ -0,0 +1,2 @@
+allele, allele_standard_name,zygosity
+Ex,Example,Absent
\ No newline at end of file
diff --git a/user_data/animal/line.csv b/user_data/animal/line.csv
new file mode 100644
index 0000000..5e53f5c
--- /dev/null
+++ b/user_data/animal/line.csv
@@ -0,0 +1 @@
+line, line_description, target_phenotype, is_active
\ No newline at end of file
diff --git a/user_data/animal/source.csv b/user_data/animal/source.csv
new file mode 100644
index 0000000..c3cc2ac
--- /dev/null
+++ b/user_data/animal/source.csv
@@ -0,0 +1 @@
+allele, source_identifier, source_url, expression_data_url
\ No newline at end of file
diff --git a/user_data/animal/strain.csv b/user_data/animal/strain.csv
new file mode 100644
index 0000000..88341fd
--- /dev/null
+++ b/user_data/animal/strain.csv
@@ -0,0 +1 @@
+strain, strain_standard_name, strain_desc
\ No newline at end of file
diff --git a/user_data/animal/subjects.csv b/user_data/animal/subjects.csv
new file mode 100644
index 0000000..3ce4aaa
--- /dev/null
+++ b/user_data/animal/subjects.csv
@@ -0,0 +1,3 @@
+subject,sex,subject_birth_date,subject_description,death_date,cull_method
+subject5,F,2020-01-03,lmash_E105,2020-10-02,natural causes
+subject6,M,2020-01-03,hneih_E105,2020-10-03,natural causes
\ No newline at end of file
diff --git a/user_data/lab/keywords.csv b/user_data/lab/keywords.csv
new file mode 100644
index 0000000..547039b
--- /dev/null
+++ b/user_data/lab/keywords.csv
@@ -0,0 +1,4 @@
+project,keyword
+ProjA,Study
+ProjA,Example
+ProjB,Alternate
\ No newline at end of file
diff --git a/user_data/lab/labs.csv b/user_data/lab/labs.csv
new file mode 100644
index 0000000..aa1621e
--- /dev/null
+++ b/user_data/lab/labs.csv
@@ -0,0 +1,3 @@
+lab,lab_name,institution,address,time_zone,location,location_description
+LabA,The Example Lab,Example Uni,"221B Baker St,London NW1 6XE,UK",UTC+0,Example Building,"2nd floor lab dedicated to all fictional experiments."
+LabB,The Other Lab,Other Uni,"Oxford OX1 2JD, United Kingdom",UTC+0,Other Building,"fictional campus dedicated to imaginary experiments."
\ No newline at end of file
diff --git a/user_data/lab/projects.csv b/user_data/lab/projects.csv
new file mode 100644
index 0000000..aed6d38
--- /dev/null
+++ b/user_data/lab/projects.csv
@@ -0,0 +1,3 @@
+project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl
+ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab
+ProjB,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,,Exemplarvirus administered 10d before experimental session,,,,https://github.com/datajoint/element-lab/tree/main/element_lab
diff --git a/user_data/lab/protocols.csv b/user_data/lab/protocols.csv
new file mode 100644
index 0000000..dc3fd9a
--- /dev/null
+++ b/user_data/lab/protocols.csv
@@ -0,0 +1,3 @@
+protocol,protocol_type,protocol_description
+ProtA,IRB expedited review,Protocol for managing data ingestion
+ProtB,Alternative Method,Limited protocol for piloting only
\ No newline at end of file
diff --git a/user_data/lab/publications.csv b/user_data/lab/publications.csv
new file mode 100644
index 0000000..420668e
--- /dev/null
+++ b/user_data/lab/publications.csv
@@ -0,0 +1,3 @@
+project,publication
+ProjA,arXiv:1807.11104
+ProjA,arXiv:1807.11104v1
\ No newline at end of file
diff --git a/user_data/lab/sources.csv b/user_data/lab/sources.csv
new file mode 100644
index 0000000..43c5cee
--- /dev/null
+++ b/user_data/lab/sources.csv
@@ -0,0 +1,2 @@
+source, source_name, contact_details, source_description
+Provider1, Example Provider, +44 1632 960663 / Example@Provider.com, UK-based supplier of lab subjcts mus musculus
\ No newline at end of file
diff --git a/user_data/lab/users.csv b/user_data/lab/users.csv
new file mode 100644
index 0000000..8092b42
--- /dev/null
+++ b/user_data/lab/users.csv
@@ -0,0 +1,2 @@
+user, user_role, user_email, user_cellphone
+Sherlock, PI, Sherlock@BakerSt.com, +44 20 7946 0344
\ No newline at end of file
diff --git a/user_data/session/sessions.csv b/user_data/session/sessions.csv
new file mode 100644
index 0000000..d3ad137
--- /dev/null
+++ b/user_data/session/sessions.csv
@@ -0,0 +1,3 @@
+subject,session_datetime,session_dir,session_note
+subject5,2020-04-15 11:16:38,/subject5/session1,"Successful data collection, no notes"
+subject6,2021-06-02 14:04:22,/subject6/session1,"Ambient temp abnormally low"
\ No newline at end of file
diff --git a/workflow_animal/pipeline.py b/workflow_animal/pipeline.py
deleted file mode 100644
index f82d367..0000000
--- a/workflow_animal/pipeline.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import datajoint as dj
-from elements_lab import lab
-from elements_animal import subject, genotyping
-from elements_lab.lab import Source, Lab, Protocol, User, Location
-
-
-if 'custom' not in dj.config:
-    dj.config['custom'] = {}
-
-db_prefix = dj.config['custom'].get('database.prefix', '')
-
-
-# ---------------------------------- Activate "lab" schema -------------------------------
-
-lab.activate(db_prefix + 'lab')
-
-
-# ------------------------- Activate "subject" and "genotyping" schema -------------------
-
-subject.activate(db_prefix + 'subject', linking_module=__name__)
-
-# Omit this schema if genotying is not needed
-genotyping.activate(db_prefix + 'genotyping',  db_prefix + 'subject',  linking_module=__name__)
diff --git a/workflow_animal/__init__.py b/workflow_session/__init__.py
similarity index 100%
rename from workflow_animal/__init__.py
rename to workflow_session/__init__.py
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
new file mode 100644
index 0000000..0f96b20
--- /dev/null
+++ b/workflow_session/ingest.py
@@ -0,0 +1,65 @@
+import pathlib
+import csv
+import re
+
+from workflow_session.pipeline import lab, Source, Lab, Protocol, User, Location, subject, genotyping, session
+
+from workflow_session.paths import get_root_data_dir
+import element_data_loader.utils
+
+def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
+                project_csv_path='./user_data/lab/projects.csv',
+                pubs_csv_path='./user_data/lab/publications.csv',
+                keyw_csv_path='./user_data/lab/keywords.csv',
+                protocol_csv_path='./user_data/lab/protocols.csv'
+                ):
+    # -------------- Insert new "Lab" --------------
+    with open(lab_csv_path, newline= '') as f:
+        input_labs = list(csv.DictReader(f, delimiter=','))
+    print(f'\n---- Insert {len(input_labs)} entry(s) into lab tables ----')
+    lab.Lab.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)
+    lab.Location.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)
+    # -------------- Insert new "Project" --------------
+    with open(project_csv_path, newline= '') as f:
+        input_projs = list(csv.DictReader(f, delimiter=','))
+    print(f'\n---- Insert {len(input_projs)} entry(s) into project table ----')
+    lab.Project.insert(input_projs, skip_duplicates=True, ignore_extra_fields=True)
+    # -------------- Insert publications + keywords --------------
+    with open(pubs_csv_path, newline= '') as f:
+        input_pubs = list(csv.DictReader(f, delimiter=','))
+    with open(keyw_csv_path, newline= '') as f:
+        input_keyw = list(csv.DictReader(f, delimiter=','))
+    print(f'\n---- Insert entry(s) into publication/keyword tables ----')
+    lab.Project.Publication.insert(input_pubs, skip_duplicates=True, ignore_extra_fields=True)
+    lab.Project.Keywords.insert(input_keyw, skip_duplicates=True, ignore_extra_fields=True)
+
+    # -------------- Insert new "Protocol" --------------
+    with open(protocol_csv_path, newline= '') as f:
+        input_prots = list(csv.DictReader(f, delimiter=','))
+    print(f'\n---- Insert {len(input_prots)} entry(s) into protocol tables ----')
+    lab.Protocol.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)
+    lab.ProtocolType.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)
+
+def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):
+    # -------------- Insert new "Subject" --------------
+    with open(subject_csv_path, newline= '') as f:
+        input_subjects = list(csv.DictReader(f, delimiter=','))
+    print(f'\n---- Insert {len(input_subjects)} entry(s) into subject tables ----')
+    subject.Subject.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
+    subject.SubjectDeath.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
+    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
+    ## Skipped allele info
+
+def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):
+    with open(session_csv_path, newline= '') as f:
+        input_sessions = list(csv.DictReader(f, delimiter=','))
+
+    print(f'\n---- Insert {len(input_sessions)} entry(s) into session.Session ----')
+    session.Session.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+    session.SessionDirectory.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+    session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+
+if __name__ == '__main__':
+    ingest_lab()
+    ingest_subjects()
+    ingest_sessions()
diff --git a/workflow_session/paths.py b/workflow_session/paths.py
new file mode 100644
index 0000000..1333a04
--- /dev/null
+++ b/workflow_session/paths.py
@@ -0,0 +1,11 @@
+import datajoint as dj
+import pathlib
+
+def get_root_data_dir():
+    root_data_dirs = dj.config.get('custom', {}).get('root_data_dir', None)
+    return root_data_dirs if root_data_dirs else None
+
+def get_session_directory(session_key: dict) -> str:
+    from .pipeline import session
+    session_dir = (session.SessionDirectory & session_key).fetch1('session_dir')
+    return session_dir
\ No newline at end of file
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
new file mode 100644
index 0000000..a068352
--- /dev/null
+++ b/workflow_session/pipeline.py
@@ -0,0 +1,22 @@
+import datajoint as dj
+from element_lab import lab
+from element_animal import subject
+from element_session import session
+
+from element_animal.subject import Subject
+from element_lab.lab import Source, Lab, Protocol, User, Project
+from element_session.session import Session
+
+if 'custom' not in dj.config:
+    dj.config['custom'] = {}
+
+db_prefix = dj.config['custom'].get('database.prefix', '')
+
+
+# Activate "lab", "subject", "session" schema ----------------------------------
+
+lab.activate(db_prefix + 'lab')
+
+subject.activate(db_prefix + 'subject', linking_module=__name__)
+
+session.activate(db_prefix + 'session', linking_module=__name__)

From 8ab4908b819caf6ad19936edb35d14e8b21bc230 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 1 Dec 2021 15:07:03 -0600
Subject: [PATCH 03/46] partial revision, fake data, ingest functs

---
 .gitignore                       |    6 +-
 README.md                        |   15 +-
 notebooks/explore_workflow.ipynb | 1278 +++++++++++++++++++++---------
 temp_test.ipynb                  | 1065 +++----------------------
 workflow_session/ingest.py       |    2 +-
 5 files changed, 1030 insertions(+), 1336 deletions(-)

diff --git a/.gitignore b/.gitignore
index 4d1496e..1711db3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -109,8 +109,10 @@ ENV/
 .mypy_cache/
 
 # datajoint
-dj_local_conf.json
-dj_local_conf_old.json
+dj_local_c*.json
+
+# notes
+temp*
 
 # emacs
 **/*~
diff --git a/README.md b/README.md
index 5d4824e..67241e8 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,15 @@
-# Workflow for lab management and animal management
+# Workflow for lab, subject and session management
 
-This workflow builds a workflow to save the information of lab management and animal management, using the following datajoint elements
+This directory provides an example workflow to save the information related to lab, subject, and session metadata data management, using the following datajoint elements
 + [element-lab](https://github.com/datajoint/element-lab)
 + [element-animal](https://github.com/datajoint/element-animal)
++ [element-session](https://github.com/datajoint/element-session)
 
 This repository provides demonstrations for:
 Set up a workflow using different elements (see [workflow_animal/pipeline.py](workflow_animal/pipeline.py))
 
 ## Workflow architecture
-The lab and animal management workflow presented here uses components from two DataJoint elements, element-lab, and element-animal assembled together to a functional workflow.
+The lab and animal management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together to a functional workflow.
 
 ### element-lab
 
@@ -25,7 +26,9 @@ element-animal contains two modules, `subject` and `genotyping`.
 `genotyping` is designed for labs that handle animal care and genotyping themselves, which is optional.
 ![genotyping](images/genotyping_diagram.svg)
 
-This workflow serves as an example of the upstream part of a typical data workflow, for examples using these two elements more intact workflows, refer to:
+`session` is designed to handle metadata related to data collection, including collection datetime, file paths, and notes. 
+
+This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements more intact workflows, refer to:
 
 + [workflow-array-ephys](https://github.com/datajoint/workflow-array-ephys)
 + [workflow-calcium-imaging](https://github.com/datajoint/workflow-calcium-imaging)
@@ -79,8 +82,8 @@ From the root of the cloned repository directory:
     ```
 
 Note: the `-e` flag will install this repository in editable mode,
-in case there's a need to modify the code (e.g. the `pipeline.py` or `paths.py` scripts).
-If no such modification required, using `pip install .` is sufficient
+in case you'd like to to modify the code (e.g. the `pipeline.py` or `paths.py` scripts).
+If no such modification required, using `pip install .` is sufficient.
 
 
 ### Step 4 - Jupyter Notebook
diff --git a/notebooks/explore_workflow.ipynb b/notebooks/explore_workflow.ipynb
index e41fa30..c2aadfd 100644
--- a/notebooks/explore_workflow.ipynb
+++ b/notebooks/explore_workflow.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DataJoint U24 Workflow Animal"
+    "# DataJoint U24 Workflow Session"
    ]
   },
   {
@@ -19,37 +19,68 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "DataJoint connection (connected) root@localhost:3306"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# change to the upper level folder to detect dj_local_conf.json\n",
     "import os\n",
+    "os.chdir('..')\n",
     "import datajoint as dj\n",
-    "os.chdir('..')"
+    "dj.conn()"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Importing the module `workflow_animal.pipeline` is sufficient to create tables inside the elements"
+    "Importing the module `workflow_session.pipeline` is sufficient to create tables inside the elements. This workflow comes prepackaged with example data and ingestion functions to populate lab, subject, and session tables."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from workflow_session import * #lab, subject, genotyping"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
    "source": [
-    "from element_lab import lab"
+    "from workflow_session.pipeline import * \n",
+    "from workflow_session.ingest import *\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
    ]
   },
   {
@@ -61,37 +92,106 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
-     "ename": "AttributeError",
-     "evalue": "'NoneType' object has no attribute 'non_blobs'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    700\u001b[0m                 \u001b[0mtype_pprinters\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_printers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    701\u001b[0m                 deferred_pprinters=self.deferred_printers)\n\u001b[0;32m--> 702\u001b[0;31m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    703\u001b[0m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mstream\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetvalue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    392\u001b[0m                         \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    393\u001b[0m                                 \u001b[0;32mand\u001b[0m \u001b[0mcallable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__dict__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'__repr__'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 394\u001b[0;31m                             \u001b[0;32mreturn\u001b[0m \u001b[0m_repr_pprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    395\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    396\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0m_default_pprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36m_repr_pprint\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    698\u001b[0m     \u001b[0;34m\"\"\"A pprint that just redirects to the normal repr function.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    699\u001b[0m     \u001b[0;31m# Find newlines and replace them with p.break_()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 700\u001b[0;31m     \u001b[0moutput\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrepr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    701\u001b[0m     \u001b[0mlines\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moutput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplitlines\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    702\u001b[0m     \u001b[0;32mwith\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36m__repr__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    527\u001b[0m         \u001b[0;34m:\u001b[0m\u001b[0mrtype\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    528\u001b[0m         \"\"\"\n\u001b[0;32m--> 529\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__repr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'loglevel'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlower\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'debug'\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    530\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    531\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36mpreview\u001b[0;34m(self, limit, width)\u001b[0m\n\u001b[1;32m    531\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    532\u001b[0m         \u001b[0;34m\"\"\" :return: a string of preview of the contents of the query. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 533\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    534\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    535\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_repr_html_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/preview.py\u001b[0m in \u001b[0;36mpreview\u001b[0;34m(query_expression, limit, width)\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mpreview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mquery_expression\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mheading\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m     \u001b[0mrel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproj\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnon_blobs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      9\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mlimit\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m         \u001b[0mlimit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'display.limit'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'non_blobs'"
-     ]
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "'NoneType' object has no attribute 'non_blobs'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    343\u001b[0m             \u001b[0mmethod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    344\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mmethod\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 345\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    346\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    347\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/expression.py\u001b[0m in \u001b[0;36m_repr_html_\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    535\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_repr_html_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    536\u001b[0m         \u001b[0;34m\"\"\" :return: HTML to display table in Jupyter notebook. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 537\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrepr_html\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    538\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    539\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/preview.py\u001b[0m in \u001b[0;36mrepr_html\u001b[0;34m(query_expression)\u001b[0m\n\u001b[1;32m     30\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mrepr_html\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mquery_expression\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     31\u001b[0m     \u001b[0mheading\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m     \u001b[0mrel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_expression\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproj\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnon_blobs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     33\u001b[0m     \u001b[0minfo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mheading\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtable_status\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     34\u001b[0m     \u001b[0mtuples\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlimit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'display.limit'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mformat\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'array'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'non_blobs'"
-     ]
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lab</p>\n",
+       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lab_name</p>\n",
+       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">institution</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">address</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">time_zone</p>\n",
+       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>LabA</td>\n",
+       "<td>The Example Lab</td>\n",
+       "<td>Example Uni</td>\n",
+       "<td>221B Baker St,London NW1 6XE,UK</td>\n",
+       "<td>UTC+0</td></tr><tr><td>LabB</td>\n",
+       "<td>The Other Lab</td>\n",
+       "<td>Other Uni</td>\n",
+       "<td>Oxford OX1 2JD, United Kingdom</td>\n",
+       "<td>UTC+0</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 2</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lab     lab_name       institution    address        time_zone    \n",
+       "+------+ +------------+ +------------+ +------------+ +-----------+\n",
+       "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
+       "LabB     The Other Lab  Other Uni      Oxford OX1 2JD UTC+0        \n",
+       " (Total: 2)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -100,20 +200,245 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
-     "ename": "AttributeError",
-     "evalue": "'NoneType' object has no attribute 'dependencies'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24597/1338749693.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/diagram.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, source, context)\u001b[0m\n\u001b[1;32m    109\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    110\u001b[0m             \u001b[0;31m# initialize graph from dependencies\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m             \u001b[0mconnection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdependencies\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    112\u001b[0m             \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconnection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdependencies\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    113\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'dependencies'"
-     ]
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"961pt\" height=\"114pt\" viewBox=\"0.00 0.00 961.00 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 957,-110 957,4 -4,4\"/>\n",
+       "<!-- `neuro_lab`.`#skull_reference` -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>`neuro_lab`.`#skull_reference`</title>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"150,-106 0,-106 0,-71 150,-71 150,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"8\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">`neuro_lab`.`#skull_reference`</text>\n",
+       "</g>\n",
+       "<!-- lab.Location -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>lab.Location</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ Lab\r",
+       "location             \r",
+       "------------------------------\r",
+       "location_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"205,-35 135,-35 135,0 205,0 205,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"143\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProjectUser -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>lab.ProjectUser</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ Project\r",
+       "→ User\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"444.5,-35 345.5,-35 345.5,0 444.5,0 444.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"395\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.UserRole -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>lab.UserRole</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"user_role            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"312,-106 238,-106 238,-71 312,-71 312,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"246\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.LabMembership -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>lab.LabMembership</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ Lab\r",
+       "→ User\r",
+       "------------------------------\r",
+       "→ [nullable] lab.UserRole\r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"327,-35 223,-35 223,0 327,0 327,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"275\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M275,-70.8C275,-59.95 275,-45.87 275,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- Project.Keywords -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>Project.Keywords</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ Project\r",
+       "keyword=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"557,-27 463,-27 463,-8 557,-8 557,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"471\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Keywords</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Lab -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>Lab</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"lab                  \r",
+       "------------------------------\r",
+       "lab_name             \r",
+       "institution          \r",
+       "address              \r",
+       "time_zone            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"203.5,-106 168.5,-106 168.5,-71 203.5,-71 203.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"177.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Lab</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Lab&#45;&gt;lab.Location -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>Lab-&gt;lab.Location</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M182.13,-70.8C179.61,-59.95 176.35,-45.87 173.84,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- Lab&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>Lab-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M203.58,-73.87C217.97,-62.71 238.37,-46.9 253.69,-35.02\"/>\n",
+       "</g>\n",
+       "<!-- Project.Sourcecode -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>Project.Sourcecode</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ Project\r",
+       "codeurl=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"679,-27 575,-27 575,-8 679,-8 679,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"583\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Sourcecode</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>lab.ProtocolType</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"protocol_type        \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"886.5,-106 795.5,-106 795.5,-71 886.5,-71 886.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"803.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Protocol -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>Protocol</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"protocol             \r",
+       "------------------------------\r",
+       "→ lab.ProtocolType\r",
+       "protocol_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"867.5,-35 814.5,-35 814.5,0 867.5,0 867.5,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"822.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Protocol</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType&#45;&gt;Protocol -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>lab.ProtocolType-&gt;Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M841,-70.8C841,-59.95 841,-45.87 841,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- Project -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>Project</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"project              \r",
+       "------------------------------\r",
+       "project_description=&quot;&quot; \r",
+       "repositoryurl=&quot;&quot;     \r",
+       "repositoryname=&quot;&quot;    \r",
+       "pharmacology=&quot;&quot;      \r",
+       "viruses=&quot;&quot;           \r",
+       "slices=&quot;&quot;            \r",
+       "stimulus=&quot;&quot;          \r",
+       "surgery=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"651,-106 603,-106 603,-71 651,-71 651,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"611\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Project&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>Project-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M602.61,-80.25C565.27,-69.14 493.14,-47.69 444.53,-33.23\"/>\n",
+       "</g>\n",
+       "<!-- Project&#45;&gt;Project.Keywords -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>Project-&gt;Project.Keywords</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M602.76,-73.2C579.2,-59.31 544.19,-38.66 524.61,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- Project&#45;&gt;Project.Sourcecode -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>Project-&gt;Project.Sourcecode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M627,-70.8C627,-57.08 627,-38.19 627,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- Project.Publication -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>Project.Publication</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ Project\r",
+       "publication=&quot;&quot;       \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"796.5,-27 697.5,-27 697.5,-8 796.5,-8 796.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"705.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Publication</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Project&#45;&gt;Project.Publication -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>Project-&gt;Project.Publication</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M651.28,-73.54C675.53,-59.6 712,-38.62 732.21,-27.01\"/>\n",
+       "</g>\n",
+       "<!-- Source -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>Source</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"source               \r",
+       "------------------------------\r",
+       "source_name          \r",
+       "contact_details=&quot;&quot;   \r",
+       "source_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"953,-106 905,-106 905,-71 953,-71 953,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"913\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Source</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- User -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>User</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"user                 \r",
+       "------------------------------\r",
+       "user_email=&quot;&quot;        \r",
+       "user_cellphone=&quot;&quot;    \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"391,-106 353,-106 353,-71 391,-71 391,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"361\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">User</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- User&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>User-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M377.57,-70.8C381.18,-59.95 385.88,-45.87 389.48,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- User&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>User-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M352.84,-73.87C337.16,-62.71 314.92,-46.9 298.23,-35.02\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<datajoint.diagram.Diagram at 0x7f8acea07220>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -122,278 +447,603 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'subject' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_36962/3159175528.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Animal Subject</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">sex</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject5</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 2</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     sex     subject_birth_ subject_descri\n",
+       "+----------+ +-----+ +------------+ +------------+\n",
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
+       " (Total: 2)"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "dj.Diagram(subject)"
+    "subject.Subject()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg height=\"185pt\" viewBox=\"0.00 0.00 1045.50 185.00\" width=\"1046pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "<g class=\"graph\" id=\"graph0\" transform=\"scale(1 1) rotate(0) translate(4 181)\">\n",
-       "<polygon fill=\"white\" points=\"-4,4 -4,-181 1041.5,-181 1041.5,4 -4,4\" stroke=\"transparent\"/>\n",
-       "<!-- `genotyping`.`breeding_pair__father` -->\n",
-       "<g class=\"node\" id=\"node1\">\n",
-       "<title>`genotyping`.`breeding_pair__father`</title>\n",
-       "<polygon fill=\"transparent\" points=\"501.5,-98 329.5,-98 329.5,-79 501.5,-79 501.5,-98\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"415.5\" y=\"-86\">`genotyping`.`breeding_pair__father`</text>\n",
-       "</g>\n",
-       "<!-- `genotyping`.`breeding_pair__mother` -->\n",
-       "<g class=\"node\" id=\"node2\">\n",
-       "<title>`genotyping`.`breeding_pair__mother`</title>\n",
-       "<polygon fill=\"transparent\" points=\"311,-98 134,-98 134,-79 311,-79 311,-98\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"222.5\" y=\"-86\">`genotyping`.`breeding_pair__mother`</text>\n",
-       "</g>\n",
-       "<!-- subject.Subject -->\n",
-       "<g class=\"node\" id=\"node3\">\n",
-       "<title>subject.Subject</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"subject              \r",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1258pt\" height=\"114pt\" viewBox=\"0.00 0.00 1257.50 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1253.5,-110 1253.5,4 -4,4\"/>\n",
+       "<!-- Subject.Strain -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>Subject.Strain</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ Subject\r",
+       "------------------------------\r",
+       "→ subject.Strain\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"79,-27 0,-27 0,-8 79,-8 79,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"39.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Strain</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.SubjectDeath -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>subject.SubjectDeath</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ Subject\r",
+       "------------------------------\r",
+       "death_date           \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"509.5,-35 379.5,-35 379.5,0 509.5,0 509.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"444.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.SubjectCullMethod -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>subject.SubjectCullMethod</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ Subject\r",
+       "------------------------------\r",
+       "cull_method          \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"687,-35 528,-35 528,0 687,0 687,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"607.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Zygosity -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>subject.Zygosity</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ Subject\r",
+       "→ subject.Allele\r",
+       "------------------------------\r",
+       "zygosity             \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1006,-35 903,-35 903,0 1006,0 1006,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Line -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>subject.Line</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"line                 \r",
+       "------------------------------\r",
+       "line_description=&quot;&quot;  \r",
+       "target_phenotype=&quot;&quot;  \r",
+       "is_active            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1107.5,-106 1037.5,-106 1037.5,-71 1107.5,-71 1107.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1045.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Line.Allele -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>subject.Line.Allele</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Line\r",
+       "→ subject.Allele\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1121,-27 1024,-27 1024,-8 1121,-8 1121,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1072.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1072.5,-70.8C1072.5,-57.08 1072.5,-38.19 1072.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- Subject.Line -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>Subject.Line</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ Subject\r",
+       "------------------------------\r",
+       "→ subject.Line\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"884.5,-27 812.5,-27 812.5,-8 884.5,-8 884.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"848.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Line</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Line&#45;&gt;Subject.Line -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>subject.Line-&gt;Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1037.19,-77.73C1001.14,-67.61 943.66,-51.05 894.5,-35 887.08,-32.58 879.05,-29.76 871.81,-27.16\"/>\n",
+       "</g>\n",
+       "<!-- subject.Allele.Source -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>subject.Allele.Source</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"→ subject.Allele\r",
+       "------------------------------\r",
+       "→ Source\r",
+       "source_identifier=&quot;&quot; \r",
+       "source_url=&quot;&quot;        \r",
+       "expression_data_url=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1249.5,-27 1139.5,-27 1139.5,-8 1249.5,-8 1249.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Subject.Protocol -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>Subject.Protocol</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ Subject\r",
+       "→ Protocol\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"794,-27 705,-27 705,-8 794,-8 794,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"749.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Protocol</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Subject -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>Subject</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
        "------------------------------\r",
        "sex                  \r",
        "subject_birth_date   \r",
        "subject_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"575.5,-177 477.5,-177 477.5,-142 575.5,-142 575.5,-177\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"485.5\" y=\"-157.4\">subject.Subject</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"355,-106 298,-106 298,-71 355,-71 355,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"306\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">Subject</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`genotyping`.`breeding_pair__father` -->\n",
-       "<g class=\"edge\" id=\"edge1\">\n",
-       "<title>subject.Subject-&gt;`genotyping`.`breeding_pair__father`</title>\n",
-       "<path d=\"M499.91,-141.97C477.72,-128.18 446.97,-109.06 429.37,-98.12\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Subject&#45;&gt;Subject.Strain -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M297.68,-82.18C252.67,-73.65 163.11,-55.73 88.5,-35 80.2,-32.69 71.23,-29.8 63.27,-27.08\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;`genotyping`.`breeding_pair__mother` -->\n",
-       "<g class=\"edge\" id=\"edge2\">\n",
-       "<title>subject.Subject-&gt;`genotyping`.`breeding_pair__mother`</title>\n",
-       "<path d=\"M477.32,-147.34C416.66,-133.57 314.86,-110.46 260.09,-98.03\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Subject&#45;&gt;subject.SubjectDeath -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>Subject-&gt;subject.SubjectDeath</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M354.76,-70.97C373.31,-60.13 397.48,-46 416.06,-35.13\"/>\n",
        "</g>\n",
-       "<!-- genotyping.SubjectLitter -->\n",
-       "<g class=\"node\" id=\"node6\">\n",
-       "<title>genotyping.SubjectLitter</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Subject\r",
-       "------------------------------\r",
-       "→ genotyping.Litter\r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"446.5,-35 300.5,-35 300.5,0 446.5,0 446.5,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"373.5\" y=\"-14.4\">genotyping.SubjectLitter</text>\n",
-       "</a>\n",
+       "<!-- Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>Subject-&gt;subject.SubjectCullMethod</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M355.25,-80.44C398.4,-69.84 481.13,-49.53 540.08,-35.05\"/>\n",
        "</g>\n",
+       "<!-- Subject&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>Subject-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M355.05,-86.59C438.53,-83.56 689.19,-71.81 893.5,-35 896.52,-34.46 899.61,-33.83 902.72,-33.15\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;genotyping.SubjectLitter -->\n",
-       "<g class=\"edge\" id=\"edge3\">\n",
-       "<title>subject.Subject-&gt;genotyping.SubjectLitter</title>\n",
-       "<path d=\"M528,-141.67C528.78,-122.41 527.07,-90.96 510.5,-71 494.39,-51.6 470.26,-39.35 446.71,-31.63\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
+       "<!-- Subject&#45;&gt;Subject.Protocol -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M355.1,-85.02C417.6,-79.27 570.86,-63.28 696.5,-35 705.9,-32.88 716.05,-29.9 724.92,-27.06\"/>\n",
        "</g>\n",
-       "<!-- genotyping.SubjectCaging -->\n",
-       "<g class=\"node\" id=\"node9\">\n",
-       "<title>genotyping.SubjectCaging</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"→ subject.Subject\r",
-       "caging_datetime      \r",
-       "------------------------------\r",
-       "→ genotyping.Cage\r",
+       "<!-- Subject&#45;&gt;Subject.Line -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M355.13,-86.75C429.87,-84.29 636.62,-74.17 803.5,-35 811.76,-33.06 820.59,-30.05 828.21,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- Subject.User -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>Subject.User</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ Subject\r",
        "→ User\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"715.5,-106 557.5,-106 557.5,-71 715.5,-71 715.5,-106\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"565.5\" y=\"-86.4\">genotyping.SubjectCaging</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"171.5,-27 97.5,-27 97.5,-8 171.5,-8 171.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"134.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;genotyping.SubjectCaging -->\n",
-       "<g class=\"edge\" id=\"edge4\">\n",
-       "<title>subject.Subject-&gt;genotyping.SubjectCaging</title>\n",
-       "<path d=\"M552.85,-141.97C570.14,-131.13 592.66,-117 609.99,-106.13\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Subject&#45;&gt;Subject.User -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.User</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M297.76,-77.17C259.78,-63.52 193.59,-39.74 158.28,-27.05\"/>\n",
        "</g>\n",
-       "<!-- genotyping.GenotypeTest -->\n",
-       "<g class=\"node\" id=\"node11\">\n",
-       "<title>genotyping.GenotypeTest</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ subject.Subject\r",
-       "→ genotyping.Sequence\r",
-       "genotype_test_id     \r",
+       "<!-- Subject.Source -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>Subject.Source</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ Subject\r",
        "------------------------------\r",
-       "test_result          \r",
+       "→ Source\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"885.5,-106 733.5,-106 733.5,-71 885.5,-71 885.5,-106\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"741.5\" y=\"-86.4\">genotyping.GenotypeTest</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"273.5,-27 189.5,-27 189.5,-8 273.5,-8 273.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"231.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;genotyping.GenotypeTest -->\n",
-       "<g class=\"edge\" id=\"edge5\">\n",
-       "<title>subject.Subject-&gt;genotyping.GenotypeTest</title>\n",
-       "<path d=\"M575.5,-144.38C578.54,-143.56 581.56,-142.76 584.5,-142 634.3,-129.11 690.68,-115.96 734.54,-106.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Subject&#45;&gt;Subject.Source -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M303.5,-70.8C284.5,-57 258.3,-37.97 243.31,-27.08\"/>\n",
        "</g>\n",
-       "<!-- genotyping.BreedingPair -->\n",
-       "<g class=\"node\" id=\"node4\">\n",
-       "<title>genotyping.BreedingPair</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Line\r",
-       "breeding_pair        \r",
+       "<!-- Subject.Lab -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>Subject.Lab</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ Subject\r",
+       "→ Lab\r",
        "------------------------------\r",
-       "bp_start_date=null   \r",
-       "bp_end_date=null     \r",
-       "bp_description=&quot;&quot;    \r",
+       "subject_alias=&quot;&quot;     \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"297,-177 148,-177 148,-142 297,-142 297,-177\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"156\" y=\"-157.4\">genotyping.BreedingPair</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"361,-27 292,-27 292,-8 361,-8 361,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"326.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__father` -->\n",
-       "<g class=\"edge\" id=\"edge6\">\n",
-       "<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__father`</title>\n",
-       "<path d=\"M268.73,-141.97C307.43,-128.14 361.09,-108.95 391.65,-98.03\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
+       "<!-- Subject&#45;&gt;Subject.Lab -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>Subject-&gt;Subject.Lab</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M326.5,-70.8C326.5,-57.08 326.5,-38.19 326.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__mother` -->\n",
-       "<g class=\"edge\" id=\"edge7\">\n",
-       "<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__mother`</title>\n",
-       "<path d=\"M222.5,-141.8C222.5,-128.08 222.5,-109.19 222.5,-98.27\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- genotyping.Litter -->\n",
-       "<g class=\"node\" id=\"node8\">\n",
-       "<title>genotyping.Litter</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ genotyping.BreedingPair\r",
-       "litter_birth_date    \r",
+       "<!-- subject.Allele -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>subject.Allele</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"allele               \r",
        "------------------------------\r",
-       "num_of_pups          \r",
-       "litter_notes=&quot;&quot;      \r",
+       "allele_standard_name=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"116,-106 11,-106 11,-71 116,-71 116,-106\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"19\" y=\"-86.4\">genotyping.Litter</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1232,-106 1157,-106 1157,-71 1232,-71 1232,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1165\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- genotyping.BreedingPair&#45;&gt;genotyping.Litter -->\n",
-       "<g class=\"edge\" id=\"edge8\">\n",
-       "<title>genotyping.BreedingPair-&gt;genotyping.Litter</title>\n",
-       "<path d=\"M184.42,-141.97C159.33,-131.09 126.62,-116.89 101.55,-106.01\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1156.74,-76.64C1116.21,-64.99 1051.57,-46.41 1006.31,-33.4\"/>\n",
        "</g>\n",
-       "<!-- genotyping.AlleleSequence -->\n",
-       "<g class=\"node\" id=\"node5\">\n",
-       "<title>genotyping.AlleleSequence</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ subject.Allele\r",
-       "→ genotyping.Sequence\r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"1037.5,-106 903.5,-106 903.5,-71 1037.5,-71 1037.5,-106\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"middle\" x=\"970.5\" y=\"-86\">genotyping.AlleleSequence</text>\n",
-       "</a>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge13\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1165.28,-70.97C1140.89,-57.18 1107.09,-38.06 1087.74,-27.12\"/>\n",
        "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
+       "<g id=\"edge14\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M1194.5,-70.8C1194.5,-57.08 1194.5,-38.19 1194.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- genotyping.Weaning -->\n",
-       "<g class=\"node\" id=\"node7\">\n",
-       "<title>genotyping.Weaning</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ genotyping.Litter\r",
+       "<!-- subject.Strain -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>subject.Strain</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"strain               \r",
        "------------------------------\r",
-       "weaning_date         \r",
-       "num_of_male          \r",
-       "num_of_female        \r",
-       "weaning_notes=&quot;&quot;     \r",
+       "strain_standard_name \r",
+       "strain_desc=&quot;&quot;       \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" points=\"127,-35 0,-35 0,0 127,0 127,-35\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\"/>\n",
-       "<text fill=\"darkgreen\" font-family=\"arial\" font-size=\"12.00\" text-anchor=\"middle\" x=\"63.5\" y=\"-14.4\">genotyping.Weaning</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"78,-106 1,-106 1,-71 78,-71 78,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"9\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->\n",
-       "<g class=\"edge\" id=\"edge9\">\n",
-       "<title>genotyping.Litter-&gt;genotyping.SubjectLitter</title>\n",
-       "<path d=\"M116.02,-73.09C118.89,-72.37 121.73,-71.67 124.5,-71 183.35,-56.85 250.52,-42.81 300.26,-32.81\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- subject.Strain&#45;&gt;Subject.Strain -->\n",
+       "<g id=\"edge15\" class=\"edge\">\n",
+       "<title>subject.Strain-&gt;Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M39.5,-70.8C39.5,-57.08 39.5,-38.19 39.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->\n",
-       "<g class=\"edge\" id=\"edge10\">\n",
-       "<title>genotyping.Litter-&gt;genotyping.Weaning</title>\n",
-       "<path d=\"M63.5,-70.8C63.5,-59.95 63.5,-45.87 63.5,-35.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"2\"/>\n",
        "</g>\n",
-       "<!-- subject.Allele -->\n",
-       "<g class=\"node\" id=\"node10\">\n",
-       "<title>subject.Allele</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"allele               \r",
-       "------------------------------\r",
-       "allele_standard_name=&quot;&quot; \r",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<datajoint.diagram.Diagram at 0x7f8ace8d9520>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dj.Diagram(subject)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">session_datetime</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject5</td>\n",
+       "<td>2020-04-15 11:16:38</td></tr><tr><td>subject6</td>\n",
+       "<td>2021-06-02 14:04:22</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 2</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     *session_datet\n",
+       "+----------+ +------------+\n",
+       "subject5     2020-04-15 11:\n",
+       "subject6     2021-06-02 14:\n",
+       " (Total: 2)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "session.Session()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"465pt\" height=\"114pt\" viewBox=\"0.00 0.00 465.00 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 461,-110 461,4 -4,4\"/>\n",
+       "<!-- session.ProjectSession -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>session.ProjectSession</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ Project\r",
+       "→ Session\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"141,-35 0,-35 0,0 141,0 141,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"70.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- Session -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>Session</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ Subject\r",
+       "session_datetime     \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"1008,-177 933,-177 933,-142 1008,-142 1008,-177\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"941\" y=\"-158\">subject.Allele</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"253,-106 194,-106 194,-71 253,-71 253,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"202\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">Session</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;genotyping.AlleleSequence -->\n",
-       "<g class=\"edge\" id=\"edge11\">\n",
-       "<title>subject.Allele-&gt;genotyping.AlleleSequence</title>\n",
-       "<path d=\"M970.5,-141.8C970.5,-130.95 970.5,-116.87 970.5,-106.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Session&#45;&gt;session.ProjectSession -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>Session-&gt;session.ProjectSession</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M193.64,-74.03C168.94,-62.89 133.75,-47.03 107.31,-35.1\"/>\n",
        "</g>\n",
-       "<!-- genotyping.Sequence -->\n",
-       "<g class=\"node\" id=\"node12\">\n",
-       "<title>genotyping.Sequence</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"sequence             \r",
+       "<!-- session.SessionNote -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>session.SessionNote</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ Session\r",
        "------------------------------\r",
-       "base_pairs=&quot;&quot;        \r",
-       "sequence_desc=&quot;&quot;     \r",
+       "session_note         \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"889.5,-177 779.5,-177 779.5,-142 889.5,-142 889.5,-177\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"787.5\" y=\"-158\">genotyping.Sequence</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"288,-35 159,-35 159,0 288,0 288,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"223.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- genotyping.Sequence&#45;&gt;genotyping.AlleleSequence -->\n",
-       "<g class=\"edge\" id=\"edge12\">\n",
-       "<title>genotyping.Sequence-&gt;genotyping.AlleleSequence</title>\n",
-       "<path d=\"M867.08,-141.97C888.45,-131.13 916.3,-117 937.72,-106.13\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Session&#45;&gt;session.SessionNote -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>Session-&gt;session.SessionNote</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M223.5,-70.8C223.5,-59.95 223.5,-45.87 223.5,-35.05\"/>\n",
        "</g>\n",
-       "<!-- genotyping.Sequence&#45;&gt;genotyping.GenotypeTest -->\n",
-       "<g class=\"edge\" id=\"edge13\">\n",
-       "<title>genotyping.Sequence-&gt;genotyping.GenotypeTest</title>\n",
-       "<path d=\"M828.45,-141.8C824.52,-130.95 819.42,-116.87 815.5,-106.05\" fill=\"none\" stroke=\"#000000\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
-       "</g>\n",
-       "<!-- genotyping.Cage -->\n",
-       "<g class=\"node\" id=\"node13\">\n",
-       "<title>genotyping.Cage</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"cage                 \r",
+       "<!-- session.SessionDirectory -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>session.SessionDirectory</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ Session\r",
        "------------------------------\r",
-       "cage_purpose=&quot;&quot;      \r",
+       "session_dir          \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" points=\"683.5,-177 593.5,-177 593.5,-142 683.5,-142 683.5,-177\" stroke=\"transparent\"/>\n",
-       "<text font-family=\"arial\" font-size=\"10.00\" text-anchor=\"start\" text-decoration=\"underline\" x=\"601.5\" y=\"-158\">genotyping.Cage</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"457,-35 306,-35 306,0 457,0 457,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"381.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- genotyping.Cage&#45;&gt;genotyping.SubjectCaging -->\n",
-       "<g class=\"edge\" id=\"edge14\">\n",
-       "<title>genotyping.Cage-&gt;genotyping.SubjectCaging</title>\n",
-       "<path d=\"M638.02,-141.8C637.7,-130.95 637.29,-116.87 636.98,-106.05\" fill=\"none\" stroke=\"#000000\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" stroke-width=\"0.75\"/>\n",
+       "<!-- Session&#45;&gt;session.SessionDirectory -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>Session-&gt;session.SessionDirectory</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M253.22,-74.52C278.78,-63.36 315.82,-47.18 343.53,-35.08\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fd2076d9438>"
+       "<datajoint.diagram.Diagram at 0x7f8acec06610>"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)"
+    "dj.Diagram(session)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "(Workflow needs continued development to import geotyping tables)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'genotyping' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_30119/3562745389.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgenotyping\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubject\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAllele\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m: name 'genotyping' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)"
    ]
   },
   {
@@ -412,7 +1062,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -436,14 +1086,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "-> subject.Subject\n",
+      "-> Subject\n",
       "-> subject.Allele\n",
       "---\n",
       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\n",
@@ -458,7 +1108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -471,7 +1121,7 @@
        "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -482,103 +1132,6 @@
     "subject.Zygosity.heading"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b>Animal Subject</b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">subject</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">sex</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">subject_description</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*subject    sex     subject_birth_ subject_descri\n",
-       "+---------+ +-----+ +------------+ +------------+\n",
-       "\n",
-       " (Total: 0)"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# check table contents\n",
-    "subject.Subject()"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -595,7 +1148,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -609,7 +1162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -687,10 +1240,16 @@
        "<td>test animal</td></tr><tr><td>subject2</td>\n",
        "<td>F</td>\n",
        "<td>2020-11-30</td>\n",
-       "<td>test animal</td> </tr> </tbody>\n",
+       "<td>test animal</td></tr><tr><td>subject5</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 2</p></div>\n",
+       "        <p>Total: 4</p></div>\n",
        "        "
       ],
       "text/plain": [
@@ -698,10 +1257,12 @@
        "+----------+ +-----+ +------------+ +------------+\n",
        "subject1     M       2020-12-30     test animal   \n",
        "subject2     F       2020-11-30     test animal   \n",
-       " (Total: 2)"
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
+       " (Total: 4)"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -712,7 +1273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -721,14 +1282,11 @@
     "    [dict(subject='subject3', sex='F', subject_birth_date='2020-12-30', \n",
     "          subject_description='test animal'),\n",
     "     dict(subject='subject4', sex='M', subject_birth_date='2021-02-12', \n",
-    "          subject_description='test animal'),\n",
-    "     dict(subject='subject5', sex='U', subject_birth_date='2020-12-30', \n",
-    "          subject_description='test animal'),\n",
+    "          subject_description='test animal')\n",
     "    ]\n",
     ")\n",
     "subject.Subject.insert(\n",
     "    [\n",
-    "        ('subject6', 'M', '2020-07-30', 'test animal'),\n",
     "        ('subject7', 'U', '2020-08-30', 'test animal'),\n",
     "        ('subject8', 'F', '2020-09-30', 'test animal')\n",
     "    ]\n",
@@ -737,7 +1295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -822,12 +1380,12 @@
        "<td>M</td>\n",
        "<td>2021-02-12</td>\n",
        "<td>test animal</td></tr><tr><td>subject5</td>\n",
-       "<td>U</td>\n",
-       "<td>2020-12-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject6</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
-       "<td>2020-07-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject7</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
        "<td>U</td>\n",
        "<td>2020-08-30</td>\n",
        "<td>test animal</td></tr><tr><td>subject8</td>\n",
@@ -846,14 +1404,14 @@
        "subject2     F       2020-11-30     test animal   \n",
        "subject3     F       2020-12-30     test animal   \n",
        "subject4     M       2021-02-12     test animal   \n",
-       "subject5     U       2020-12-30     test animal   \n",
-       "subject6     M       2020-07-30     test animal   \n",
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
        "subject7     U       2020-08-30     test animal   \n",
        "subject8     F       2020-09-30     test animal   \n",
        " (Total: 8)"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/temp_test.ipynb b/temp_test.ipynb
index 236734f..dd681a4 100644
--- a/temp_test.ipynb
+++ b/temp_test.ipynb
@@ -2,507 +2,39 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 1,
    "id": "f13c2734-23db-435f-bc9e-68064cdcc82b",
    "metadata": {},
-   "outputs": [],
-   "source": [
-    "import datajoint as dj\n",
-    "dj.conn()\n",
-    "import csv"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "cb32b7a1-37b4-45c1-8d03-02c8bbd09b04",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from workflow_session.pipeline import lab, subject, session"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "b4a7e312-63ba-4380-9e91-02ee518ab77e",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b></b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">lab</p>\n",
-       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">lab_name</p>\n",
-       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">institution</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">address</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">time_zone</p>\n",
-       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*lab    lab_name     institution    address     time_zone    \n",
-       "+-----+ +----------+ +------------+ +---------+ +-----------+\n",
-       "\n",
-       " (Total: 0)"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "lab.Lab()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "ac97aba9-6451-41e6-a645-4e75b7dc5c50",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b>Animal Subject</b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">subject</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">sex</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">subject_description</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*subject    sex     subject_birth_ subject_descri\n",
-       "+---------+ +-----+ +------------+ +------------+\n",
-       "\n",
-       " (Total: 0)"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "subject.Subject()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "142729e3-94c9-4d1b-8748-4c14e7da37fb",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b></b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">subject</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">session_datetime</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*subject    *session_datet\n",
-       "+---------+ +------------+\n",
-       "\n",
-       " (Total: 0)"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "session.Session()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 103,
-   "id": "ac95397f-87e9-47eb-a6f6-198581885230",
-   "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Deleting 2 rows from `neuro_lab`.`#location`\n",
-      "Deleting 2 rows from `neuro_lab`.`#lab`\n"
-     ]
-    },
-    {
-     "name": "stdin",
-     "output_type": "stream",
-     "text": [
-      "Commit deletes? [yes, No]:  yes\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Deletes committed.\n",
-      "Deleting 2 rows from `neuro_lab`.`#project`\n"
-     ]
-    },
-    {
-     "name": "stdin",
-     "output_type": "stream",
-     "text": [
-      "Commit deletes? [yes, No]:  yes\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Deletes committed.\n",
-      "Deleting 2 rows from `neuro_lab`.`#protocol`\n"
+      "Connecting root@localhost:3306\n"
      ]
-    },
-    {
-     "name": "stdin",
-     "output_type": "stream",
-     "text": [
-      "Commit deletes? [yes, No]:  yes\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Deletes committed.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "2"
-      ]
-     },
-     "execution_count": 103,
-     "metadata": {},
-     "output_type": "execute_result"
     }
    ],
    "source": [
-    "lab.Lab.delete()\n",
-    "lab.Project.delete()\n",
-    "lab.Protocol.delete()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 142,
-   "id": "f5676e0b-3908-4dc0-b9f9-dbabb6ed5f2f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import element_data_loader.utils\n",
-    "from workflow_session.paths import *"
+    "import datajoint as dj\n",
+    "dj.conn()\n",
+    "import csv"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 144,
-   "id": "e31cb826-30ba-459c-9722-e0dc531ef919",
+   "execution_count": 2,
+   "id": "cb32b7a1-37b4-45c1-8d03-02c8bbd09b04",
    "metadata": {},
    "outputs": [],
    "source": [
-    "def get_root_data_dir():\n",
-    "    root_data_dirs = dj.config.get('custom', {}).get('root_data_dir', None)\n",
-    "    return root_data_dirs if root_data_dirs else None"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 159,
-   "id": "6eccb1c1-64f2-4361-92b1-7f59e3d015a3",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b>Project's resulting publications</b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">project</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">publication</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*project    *publication  \n",
-       "+---------+ +------------+\n",
-       "\n",
-       " (Total: 0)"
-      ]
-     },
-     "execution_count": 159,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "lab.Project.Publication()"
+    "from workflow_session.pipeline import lab, subject, session\n",
+    "from workflow_session.ingest import *"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 160,
-   "id": "c1c0ec34-5e7b-4c9d-b78a-832470411d7d",
+   "execution_count": 3,
+   "id": "e94beab4-02f3-464d-989f-24651a8bef8a",
    "metadata": {},
    "outputs": [
     {
@@ -525,550 +57,149 @@
     }
    ],
    "source": [
-    "def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',\n",
-    "                project_csv_path='./user_data/lab/projects.csv',\n",
-    "                pubs_csv_path='./user_data/lab/publications.csv',\n",
-    "                keyw_csv_path='./user_data/lab/keywords.csv',\n",
-    "                protocol_csv_path='./user_data/lab/protocols.csv'\n",
-    "                ):\n",
-    "    # -------------- Insert new \"Lab\" --------------\n",
-    "    with open(lab_csv_path, newline= '') as f:\n",
-    "        input_labs = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert {len(input_labs)} entry(s) into lab tables ----')\n",
-    "    lab.Lab.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    lab.Location.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    # -------------- Insert new \"Project\" --------------\n",
-    "    with open(project_csv_path, newline= '') as f:\n",
-    "        input_projs = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert {len(input_projs)} entry(s) into project table ----')\n",
-    "    lab.Project.insert(input_projs, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    # -------------- Insert publications + keywords --------------\n",
-    "    with open(pubs_csv_path, newline= '') as f:\n",
-    "        input_pubs = list(csv.DictReader(f, delimiter=','))\n",
-    "    with open(keyw_csv_path, newline= '') as f:\n",
-    "        input_keyw = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert entry(s) into publication/keyword tables ----')\n",
-    "    lab.Project.Publication.insert(input_pubs, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    lab.Project.Keywords.insert(input_keyw, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "\n",
-    "    # -------------- Insert new \"Protocol\" --------------\n",
-    "    with open(protocol_csv_path, newline= '') as f:\n",
-    "        input_prots = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert {len(input_prots)} entry(s) into protocol tables ----')\n",
-    "    lab.Protocol.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    lab.ProtocolType.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):\n",
-    "    # -------------- Insert new \"Subject\" --------------\n",
-    "    with open(subject_csv_path, newline= '') as f:\n",
-    "        input_subjects = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert {len(input_subjects)} entry(s) into subject tables ----')\n",
-    "    subject.Subject.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    subject.SubjectDeath.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    ## Skipped allele info\n",
-    "def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):\n",
-    "    with open(session_csv_path, newline= '') as f:\n",
-    "        input_sessions = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Insert {len(input_sessions)} entry(s) into session.Session ----')\n",
-    "    session.Session.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    session.SessionDirectory.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
-    "    session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)\n",
     "ingest_lab(); ingest_subjects();ingest_sessions()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
-   "id": "0fc98f1f-ca72-4586-bec2-a36ff68ced8e",
+   "execution_count": 4,
+   "id": "e306d9dc-ce9a-4485-b8da-eea7d852e5aa",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b></b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">lab</p>\n",
-       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">lab_name</p>\n",
-       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">institution</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">address</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">time_zone</p>\n",
-       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>LabA</td>\n",
-       "<td>The Example Lab</td>\n",
-       "<td>Example Uni</td>\n",
-       "<td>221B Baker St,London NW1 6XE,UK</td>\n",
-       "<td>UTC+0</td> </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 1</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*lab     lab_name       institution    address        time_zone    \n",
-       "+------+ +------------+ +------------+ +------------+ +-----------+\n",
-       "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
-       " (Total: 1)"
-      ]
-     },
-     "execution_count": 77,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "*lab     lab_name       institution    address        time_zone    \n",
+      "+------+ +------------+ +------------+ +------------+ +-----------+\n",
+      "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
+      " (Total: 1)\n",
+      "\n",
+      "*project    project_descri repositoryurl  repositoryname pharmacology   viruses     slices     stimulus       surgery    \n",
+      "+---------+ +------------+ +------------+ +------------+ +------------+ +---------+ +--------+ +------------+ +---------+\n",
+      "ProjA       Example projec https://github element-lab                                          videos generat            \n",
+      " (Total: 1)\n",
+      "\n",
+      "*protocol    protocol_type  protocol_descr\n",
+      "+----------+ +------------+ +------------+\n",
+      "ProtA        IRB expedited  Protocol for m\n",
+      " (Total: 1)\n",
+      "\n"
+     ]
     }
    ],
    "source": [
-    "lab.Lab & 'lab=\"LabA\"'"
+    "print(lab.Lab & 'lab=\"LabA\"')\n",
+    "print(lab.Project & 'project=\"ProjA\"')\n",
+    "print(lab.Protocol() & 'protocol=\"ProtA\"')\n",
+    "\n",
+    "lab_info = (lab.Lab & 'lab=\"LabA\"').fetch1()\n",
+    "proj_info = (lab.Project & 'project=\"ProjA\"').fetch1()\n",
+    "prot_info = (lab.Protocol() & 'protocol=\"ProtA\"').fetch1()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
-   "id": "8d20561d-e4a9-47cd-8eca-0c8295d48507",
+   "execution_count": 5,
+   "id": "fd053496-eec1-4035-9369-fdf96e53fa95",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b>Project's resulting publications</b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">project</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">publication</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>ProjA</td>\n",
-       "<td>arXiv:1807.11104</td></tr><tr><td>ProjA</td>\n",
-       "<td>arXiv:1807.11104v1</td> </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 2</p></div>\n",
-       "        "
-      ],
-      "text/plain": [
-       "*project    *publication  \n",
-       "+---------+ +------------+\n",
-       "ProjA       arXiv:1807.111\n",
-       "ProjA       arXiv:1807.111\n",
-       " (Total: 2)"
-      ]
-     },
-     "execution_count": 162,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "lab.Project & 'project=\"ProjA\"'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 88,
-   "id": "4a8b2aa9-dbd1-4c1f-ac02-39373c9bc293",
-   "metadata": {},
-   "outputs": [
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    },
     {
      "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b>protocol approved by some institutions like IACUC, IRB</b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">protocol</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">protocol_type</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">protocol_description</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>ProtA</td>\n",
-       "<td>IRB expedited review</td>\n",
-       "<td>Protocol for managing data ingestion</td> </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 1</p></div>\n",
-       "        "
-      ],
       "text/plain": [
-       "*protocol    protocol_type  protocol_descr\n",
-       "+----------+ +------------+ +------------+\n",
-       "ProtA        IRB expedited  Protocol for m\n",
-       " (Total: 1)"
+       "root pynwb.file.NWBFile at 0x140690194467040\n",
+       "Fields:\n",
+       "  file_create_date: [datetime.datetime(2021, 12, 1, 14, 22, 4, 992693, tzinfo=tzlocal())]\n",
+       "  identifier: subject5_20200415_111638\n",
+       "  institution: Example Uni\n",
+       "  session_description: Successful data collection, no notes\n",
+       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
       ]
      },
-     "execution_count": 88,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "lab.Protocol() & 'protocol=\"ProtA\"'"
+    "import pynwb\n",
+    "from element_session.export import *\n",
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
+    "mylab_key = (lab.Lab & 'lab=\"LabA\"').fetch1('KEY')\n",
+    "myproj_key= (lab.Project & 'project=\"ProjA\"').fetch1('KEY')\n",
+    "myprot_key= (lab.Protocol() & 'protocol=\"ProtA\"').fetch1('KEY')\n",
+    "session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
-   "id": "e306d9dc-ce9a-4485-b8da-eea7d852e5aa",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lab_info = (lab.Lab & 'lab=\"LabA\"').fetch1()\n",
-    "proj_info = (lab.Project & 'project=\"ProjA\"').fetch1()\n",
-    "prot_info = (lab.Protocol() & 'protocol=\"ProtA\"').fetch1()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 131,
-   "id": "68fc25cc-d69e-4836-9e95-7f4fa727cbf4",
+   "execution_count": 32,
+   "id": "a3e1f490-7510-4f08-af66-c106f640928b",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
-       "\n",
-       "    \n",
-       "    <style type=\"text/css\">\n",
-       "        .Relation{\n",
-       "            border-collapse:collapse;\n",
-       "        }\n",
-       "        .Relation th{\n",
-       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
-       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
-       "        }\n",
-       "        .Relation td{\n",
-       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(odd){\n",
-       "            background: #ffffff;\n",
-       "        }\n",
-       "        .Relation tr:nth-child(even){\n",
-       "            background: #f3f1ff;\n",
-       "        }\n",
-       "        /* Tooltip container */\n",
-       "        .djtooltip {\n",
-       "        }\n",
-       "        /* Tooltip text */\n",
-       "        .djtooltip .djtooltiptext {\n",
-       "            visibility: hidden;\n",
-       "            width: 120px;\n",
-       "            background-color: black;\n",
-       "            color: #fff;\n",
-       "            text-align: center;\n",
-       "            padding: 5px 0;\n",
-       "            border-radius: 6px;\n",
-       "            /* Position the tooltip text - see examples below! */\n",
-       "            position: absolute;\n",
-       "            z-index: 1;\n",
-       "        }\n",
-       "        #primary {\n",
-       "            font-weight: bold;\n",
-       "            color: black;\n",
-       "        }\n",
-       "        #nonprimary {\n",
-       "            font-weight: normal;\n",
-       "            color: white;\n",
-       "        }\n",
-       "\n",
-       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
-       "        .djtooltip:hover .djtooltiptext {\n",
-       "            visibility: visible;\n",
-       "        }\n",
-       "    </style>\n",
-       "    \n",
-       "    <b></b>\n",
-       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
-       "        <table border=\"1\" class=\"Relation\">\n",
-       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
-       "                            <p id=\"primary\">lab</p>\n",
-       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">lab_name</p>\n",
-       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">institution</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">address</p>\n",
-       "                            <span class=\"djtooltiptext\"></span>\n",
-       "                        </div></th><th><div class=\"djtooltip\">\n",
-       "                            <p id=\"nonprimary\">time_zone</p>\n",
-       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
-       "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr>  </tr> </tbody>\n",
-       "        </table>\n",
-       "        \n",
-       "        <p>Total: 0</p></div>\n",
-       "        "
-      ],
       "text/plain": [
-       "*lab    lab_name     institution    address     time_zone    \n",
-       "+-----+ +----------+ +------------+ +---------+ +-----------+\n",
-       "\n",
-       " (Total: 0)"
+       "root pynwb.file.NWBFile at 0x140337549119696\n",
+       "Fields:\n",
+       "  file_create_date: [datetime.datetime(2021, 12, 1, 14, 21, 26, 638467, tzinfo=tzlocal())]\n",
+       "  identifier: subject5_20200415_111638\n",
+       "  institution: Example Uni\n",
+       "  protocol: ProtA\n",
+       "  session_description: Successful data collection, no notes\n",
+       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
       ]
      },
-     "execution_count": 131,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "lab.Lab & 'lab=\"None\"'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 92,
-   "id": "99a87d22-a369-45a2-96a7-5c67bf27accb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from pynwb import NWBFile"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 178,
-   "id": "bb35e7ae-f76c-4d1c-b1d2-6ddd68cdeef3",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "TypeError",
-     "evalue": "NWBFile.__init__: missing argument 'session_description', missing argument 'identifier', missing argument 'session_start_time', incorrect type for 'stimulus' (got 'str', expected 'list or tuple'), unrecognized argument: 'file_name'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24827/1508549328.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mproj_keyw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mProject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mKeywords\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0mproject_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'keyword'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mproj_pubs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mProject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPublication\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0mproject_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'publication'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m NWBFile(\n\u001b[0m\u001b[1;32m      6\u001b[0m     \u001b[0;31m# data_collection='',\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mexperiment_description\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mproj_info\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'project_description'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/utils.py\u001b[0m in \u001b[0;36mfunc_call\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    577\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mis_method\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    578\u001b[0m             \u001b[0;32mdef\u001b[0m \u001b[0mfunc_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 579\u001b[0;31m                 \u001b[0mpargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_check_args\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    580\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mpargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    581\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/utils.py\u001b[0m in \u001b[0;36m_check_args\u001b[0;34m(args, kwargs)\u001b[0m\n\u001b[1;32m    570\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mparse_err\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    571\u001b[0m                     \u001b[0mmsg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'%s: %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__qualname__\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m', '\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparse_err\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 572\u001b[0;31m                     \u001b[0;32mraise\u001b[0m \u001b[0mExceptionType\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    573\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    574\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mparsed\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'args'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mTypeError\u001b[0m: NWBFile.__init__: missing argument 'session_description', missing argument 'identifier', missing argument 'session_start_time', incorrect type for 'stimulus' (got 'str', expected 'list or tuple'), unrecognized argument: 'file_name'"
-     ]
-    }
-   ],
-   "source": [
-    "project_key = 'project=\"ProjA\"'\n",
-    "proj_info = (lab.Project & project_key).fetch1()\n",
-    "proj_keyw = (lab.Project.Keywords() & project_key).fetch('keyword').tolist()\n",
-    "proj_pubs = (lab.Project.Publication() & project_key).fetch('publication').tolist()\n",
-    "NWBFile(\n",
-    "    # data_collection='',\n",
-    "    experiment_description=proj_info['project_description'],\n",
-    "    keywords=proj_keyw,\n",
-    "    notes=prot_info['protocol_description'],\n",
-    "    pharmacology=proj_info['pharmacology'],\n",
-    "    related_publications=proj_pubs,\n",
-    "    slices=proj_info['slices'],\n",
-    "    source_script=proj_info['repositoryurl'],\n",
-    "    file_name=proj_info['repositoryname'],\n",
-    "    stimulus=proj_info['stimulus'],\n",
-    "    surgery=proj_info['surgery']\n",
-    ")"
+    "mynwbfile"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
-   "id": "0c69fff1-3cef-4d99-9ad8-3525dedf3fec",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (255707863.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_24827/255707863.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    tmp := proj_info['project']\u001b[0m\n\u001b[0m        ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
-   "source": [
-    "if tmp := proj_info['virus']: virus=proj_info['virus']"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1540c2e4-05dc-4543-a239-c82d1f4445f0",
+   "execution_count": 100,
+   "id": "d982c732-8a8f-435d-ab16-aa37a0e99904",
    "metadata": {},
    "outputs": [],
    "source": [
-    " NWBFile(identifier='_'.join(session_identifier.values()),\n",
-    "                   session_description=session_info['session_note'] if session_info['session_note'] else '',\n",
-    "                   session_start_time=session_info['session_datetime'],\n",
-    "                   file_create_date=datetime.now(tzlocal()),\n",
-    "                   experimenter=list(experimenters)"
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
+    "session_identifier = {}\n",
+    "for k, v in session_key.items():\n",
+    "    session_identifier[k] = v.strftime('%Y%m%d_%H%M%S') if isinstance(v, datetime) else v\n",
+    "\n",
+    "session_info = (session.Session & session_key).join(session.SessionNote, left=True).fetch1()\n",
+    "\n",
+    "def mytuple():\n",
+    "    identifier='_'.join(session_identifier.values()),\n",
+    "    session_description=session_info['session_note'] if session_info['session_note'] else '',\n",
+    "    session_start_time=session_info['session_datetime']\n",
+    "    return identifier,session_description,session_start_time\n",
+    "info=dict(identifier='_'.join(session_identifier.values()),\n",
+    "    session_description='Note',\n",
+    "    session_start_time=session_info['session_datetime'],\n",
+    "    institution='')\n",
+    "info={k: v for k, v in info.items() if v} #drop empty\n",
+    "asstring = ','.join('='.join((str(key),val)) for (key,val) in info.items())"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "927430ff-2224-49ab-973a-c4c666c7688d",
+   "id": "ef8b5fb3-8b19-403c-a954-150c1ec8cf41",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 0f96b20..eca6d91 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -2,7 +2,7 @@
 import csv
 import re
 
-from workflow_session.pipeline import lab, Source, Lab, Protocol, User, Location, subject, genotyping, session
+from workflow_session.pipeline import lab, subject, session
 
 from workflow_session.paths import get_root_data_dir
 import element_data_loader.utils

From 6cbecd3e498f852866b3ea8e768d2e7e00454f4e Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 1 Dec 2021 15:19:56 -0600
Subject: [PATCH 04/46] Adding NB for export example

---
 LICENSE                                       |   2 +-
 ...orkflow.ipynb => 1_Explore_Workflow.ipynb} |   0
 notebooks/2_Explore_Export.ipynb              | 152 ++++++++++++++++++
 setup.py                                      |   2 +-
 4 files changed, 154 insertions(+), 2 deletions(-)
 rename notebooks/{explore_workflow.ipynb => 1_Explore_Workflow.ipynb} (100%)
 create mode 100644 notebooks/2_Explore_Export.ipynb

diff --git a/LICENSE b/LICENSE
index a9f8903..6bf141b 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020 DataJoint NEURO
+Copyright (c) 2021 DataJoint
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/notebooks/explore_workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
similarity index 100%
rename from notebooks/explore_workflow.ipynb
rename to notebooks/1_Explore_Workflow.ipynb
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
new file mode 100644
index 0000000..c114077
--- /dev/null
+++ b/notebooks/2_Explore_Export.ipynb
@@ -0,0 +1,152 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3054518f-87bc-42ff-a3e7-84bf3d2a37f6",
+   "metadata": {},
+   "source": [
+    "# DataJoint U24 - Export Session"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79c15f36-039d-4304-96be-f56ba0d6b10a",
+   "metadata": {},
+   "source": [
+    "Same as before, import data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "39dda42b-a81b-4f04-8ec4-eef559168379",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n",
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "os.chdir('..')\n",
+    "import datajoint as dj\n",
+    "dj.conn()\n",
+    "from workflow_session.pipeline import * \n",
+    "from workflow_session.ingest import *\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab2a3f10-b96e-4f0d-9e54-0015bb9b8622",
+   "metadata": {},
+   "source": [
+    "Identify items for export with keys."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "76c040c8-15cc-4d61-ae5d-bc7646a6a0be",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
+    "mylab_key = (lab.Lab & 'lab=\"LabA\"').fetch1('KEY')\n",
+    "myproj_key= (lab.Project & 'project=\"ProjA\"').fetch1('KEY')\n",
+    "myprot_key= (lab.Protocol() & 'protocol=\"ProtA\"').fetch1('KEY')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "902e050c-3133-4fb7-850d-f0b954e1b634",
+   "metadata": {},
+   "source": [
+    "Get export function and related pynwb dependency, then export with keys from prev step."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "e76fa25d-700b-4f9a-9bb4-62d2217288b6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "root pynwb.file.NWBFile at 0x140227470306368\n",
+       "Fields:\n",
+       "  file_create_date: [datetime.datetime(2021, 12, 1, 15, 14, 12, 86034, tzinfo=tzlocal())]\n",
+       "  identifier: subject5_20200415_111638\n",
+       "  institution: Example Uni\n",
+       "  session_description: Successful data collection, no notes\n",
+       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pynwb\n",
+    "from element_session.export import *\n",
+    "session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1bccad09-d5e4-4200-bb73-08ddf98cfb80",
+   "metadata": {},
+   "source": [
+    "Learn more about using NWB formats [here](https://www.nwb.org/how-to-use/)."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv-nwb",
+   "language": "python",
+   "name": "venv-nwb"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/setup.py b/setup.py
index 30ecffe..edf9b88 100644
--- a/setup.py
+++ b/setup.py
@@ -18,7 +18,7 @@
     requirements = f.read().splitlines()
 
 setup(
-    name='workflow-animal',
+    name='workflow-session',
     version='0.0.1',
     description="DataJoint Elements for Animal Management",
     long_description=long_description,

From 544db358ba951f39c05e1558744da2ab7ffd3a0b Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 1 Dec 2021 17:46:18 -0600
Subject: [PATCH 05/46] more detail in NB output

---
 .gitignore                       |  3 +-
 notebooks/2_Explore_Export.ipynb | 84 +++++++++++++++++++++++---------
 requirements.txt                 |  1 +
 temp_test.ipynb                  | 13 ++++-
 user_data/lab/projects.csv       |  2 +-
 5 files changed, 78 insertions(+), 25 deletions(-)

diff --git a/.gitignore b/.gitignore
index 1711db3..77113c7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -111,8 +111,9 @@ ENV/
 # datajoint
 dj_local_c*.json
 
-# notes
+# notes, output nwb file from export NB
 temp*
+*nwb
 
 # emacs
 **/*~
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index c114077..de64b60 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -16,10 +16,21 @@
     "Same as before, import data."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "0e7fa407-d67b-403e-975c-bd0bd499d88c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "if os.path.basename(os.getcwd())!='workflow-session': os.chdir('..')"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "39dda42b-a81b-4f04-8ec4-eef559168379",
+   "id": "6f11ca71-5e4f-460c-ad94-2037ef0f6448",
    "metadata": {},
    "outputs": [
     {
@@ -43,12 +54,12 @@
     }
    ],
    "source": [
-    "import os\n",
-    "os.chdir('..')\n",
     "import datajoint as dj\n",
     "dj.conn()\n",
     "from workflow_session.pipeline import * \n",
     "from workflow_session.ingest import *\n",
+    "## delete if needed, to update/repopulate\n",
+    "# lab.Lab.delete();lab.Project.delete();lab.Protocol.delete()\n",
     "ingest_lab(); ingest_subjects();ingest_sessions()"
    ]
   },
@@ -94,29 +105,11 @@
       "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
       "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
      ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "root pynwb.file.NWBFile at 0x140227470306368\n",
-       "Fields:\n",
-       "  file_create_date: [datetime.datetime(2021, 12, 1, 15, 14, 12, 86034, tzinfo=tzlocal())]\n",
-       "  identifier: subject5_20200415_111638\n",
-       "  institution: Example Uni\n",
-       "  session_description: Successful data collection, no notes\n",
-       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
-       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
     }
    ],
    "source": [
-    "import pynwb\n",
     "from element_session.export import *\n",
-    "session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key)"
+    "mynwbfile=session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)"
    ]
   },
   {
@@ -126,6 +119,53 @@
    "source": [
     "Learn more about using NWB formats [here](https://www.nwb.org/how-to-use/)."
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "b914d8db-2584-403c-9f24-12a64103f1cb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pynwb import NWBHDF5IO\n",
+    "with NWBHDF5IO('session_metadata.nwb', mode='w') as io:\n",
+    "    io.write(mynwbfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "c81b1c85-9623-4cc1-9438-79b0c5287756",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "root pynwb.file.NWBFile at 0x140188285966704\n",
+      "Fields:\n",
+      "  experiment_description: Example project to populate element-lab\n",
+      "  file_create_date: [datetime.datetime(2021, 12, 1, 17, 43, 52, 279976, tzinfo=tzlocal())]\n",
+      "  identifier: subject5_20200415_111638\n",
+      "  institution: Example Uni\n",
+      "  keywords: ['Example' 'Study']\n",
+      "  lab: The Example Lab\n",
+      "  pharmacology: Subjects were administered 10ul sedative prior to surgery\n",
+      "  protocol: ProtA\n",
+      "  related_publications: ['arXiv:1807.11104' 'arXiv:1807.11104v1']\n",
+      "  session_description: Successful data collection, no notes\n",
+      "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+      "  source_script: https://github.com/datajoint/element-lab/\n",
+      "  source_script_file_name: DataJoint element-session/export/nwb.py\n",
+      "  surgery: Craniotomy performed by session experimenter\n",
+      "  timestamps_reference_time: 2020-04-15 11:16:38-05:00\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(mynwbfile)"
+   ]
   }
  ],
  "metadata": {
diff --git a/requirements.txt b/requirements.txt
index 147ef16..b6227cd 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,3 +3,4 @@ element-lab
 element-animal
 element-session
 ipykernel
+pynwb
\ No newline at end of file
diff --git a/temp_test.ipynb b/temp_test.ipynb
index dd681a4..5a691f8 100644
--- a/temp_test.ipynb
+++ b/temp_test.ipynb
@@ -198,10 +198,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "ef8b5fb3-8b19-403c-a954-150c1ec8cf41",
    "metadata": {},
    "outputs": [],
+   "source": [
+    "a=None;b=None;c=None\n",
+    "if [x for x in (a, b,c) if x is not None]: print('g')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "91347a4f-9024-4a33-a1b1-42d903d9b132",
+   "metadata": {},
+   "outputs": [],
    "source": []
   }
  ],
diff --git a/user_data/lab/projects.csv b/user_data/lab/projects.csv
index aed6d38..e4ad602 100644
--- a/user_data/lab/projects.csv
+++ b/user_data/lab/projects.csv
@@ -1,3 +1,3 @@
 project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl
-ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab
+ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,Exemplarvirus administered 10d before experimental session,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab
 ProjB,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,,Exemplarvirus administered 10d before experimental session,,,,https://github.com/datajoint/element-lab/tree/main/element_lab

From 7fc3a3a380a85e2107518c6523d3af281bc9469e Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Mon, 6 Dec 2021 17:04:24 -0600
Subject: [PATCH 06/46] Update to reflect sess not depend on lab

---
 notebooks/1_Explore_Workflow.ipynb | 874 ++++++++++++++++-------------
 notebooks/2_Explore_Export.ipynb   | 131 ++++-
 workflow_session/ingest.py         |   5 +-
 workflow_session/pipeline.py       |   3 +-
 4 files changed, 617 insertions(+), 396 deletions(-)

diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index c2aadfd..050cb9b 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -41,7 +41,7 @@
    "source": [
     "# change to the upper level folder to detect dj_local_conf.json\n",
     "import os\n",
-    "os.chdir('..')\n",
+    "if os.path.basename(os.getcwd())=='notebooks': os.chdir('..')\n",
     "import datajoint as dj\n",
     "dj.conn()"
    ]
@@ -55,7 +55,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from element_lab import lab\n",
+    "from element_animal import subject\n",
+    "from element_session import session\n",
+    "from workflow_session.ingest import ingest_lab, ingest_subjects, ingest_sessions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -78,8 +90,6 @@
     }
    ],
    "source": [
-    "from workflow_session.pipeline import * \n",
-    "from workflow_session.ingest import *\n",
     "ingest_lab(); ingest_subjects();ingest_sessions()"
    ]
   },
@@ -92,7 +102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -189,7 +199,7 @@
        " (Total: 2)"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -200,152 +210,209 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"961pt\" height=\"114pt\" viewBox=\"0.00 0.00 961.00 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1301pt\" height=\"114pt\" viewBox=\"0.00 0.00 1301.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 957,-110 957,4 -4,4\"/>\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1297,-110 1297,4 -4,4\"/>\n",
        "<!-- `neuro_lab`.`#skull_reference` -->\n",
        "<g id=\"node1\" class=\"node\">\n",
        "<title>`neuro_lab`.`#skull_reference`</title>\n",
        "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"150,-106 0,-106 0,-71 150,-71 150,-106\"/>\n",
        "<text text-anchor=\"start\" x=\"8\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">`neuro_lab`.`#skull_reference`</text>\n",
        "</g>\n",
-       "<!-- lab.Location -->\n",
+       "<!-- lab.Equipment.CaImgEquipment -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>lab.Location</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ Lab\r",
-       "location             \r",
+       "<title>lab.Equipment.CaImgEquipment</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Equipment\r",
+       "caimg_equip_type     \r",
        "------------------------------\r",
-       "location_description=&quot;&quot; \r",
+       "caimg_equip_descrip  \r",
+       "excitation_lambda    \r",
+       "emission_lambda      \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"205,-35 135,-35 135,0 205,0 205,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"143\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"206,-27 46,-27 46,-8 206,-8 206,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"54\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Equipment.CaImgEquipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.ProjectUser -->\n",
        "<g id=\"node3\" class=\"node\">\n",
        "<title>lab.ProjectUser</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ Project\r",
-       "→ User\r",
+       "<g id=\"a_node3\"><a xlink:title=\"→ lab.Project\r",
+       "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"444.5,-35 345.5,-35 345.5,0 444.5,0 444.5,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"395\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"711.5,-35 612.5,-35 612.5,0 711.5,0 711.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"662\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.UserRole -->\n",
+       "<!-- lab.Project.Keywords -->\n",
        "<g id=\"node4\" class=\"node\">\n",
-       "<title>lab.UserRole</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"user_role            \r",
+       "<title>lab.Project.Keywords</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ lab.Project\r",
+       "keyword=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"840,-27 730,-27 730,-8 840,-8 840,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"738\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>lab.ProtocolType</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"protocol_type        \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1210.5,-106 1119.5,-106 1119.5,-71 1210.5,-71 1210.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1127.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Protocol -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>lab.Protocol</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"protocol             \r",
+       "------------------------------\r",
+       "→ lab.ProtocolType\r",
+       "protocol_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"312,-106 238,-106 238,-71 312,-71 312,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"246\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1199.5,-35 1130.5,-35 1130.5,0 1199.5,0 1199.5,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"1138.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
+       "<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>lab.ProtocolType-&gt;lab.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1165,-70.8C1165,-59.95 1165,-45.87 1165,-35.05\"/>\n",
+       "</g>\n",
        "<!-- lab.LabMembership -->\n",
        "<g id=\"node6\" class=\"node\">\n",
        "<title>lab.LabMembership</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ Lab\r",
-       "→ User\r",
+       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Lab\r",
+       "→ lab.User\r",
        "------------------------------\r",
        "→ [nullable] lab.UserRole\r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"327,-35 223,-35 223,0 327,0 327,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"275\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"594,-35 490,-35 490,0 594,0 594,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"542\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M275,-70.8C275,-59.95 275,-45.87 275,-35.05\"/>\n",
+       "<!-- lab.Location -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>lab.Location</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"→ lab.Lab\r",
+       "location             \r",
+       "------------------------------\r",
+       "location_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"472,-35 402,-35 402,0 472,0 472,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"410\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- Project.Keywords -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>Project.Keywords</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ Project\r",
-       "keyword=&quot;&quot;           \r",
+       "</g>\n",
+       "<!-- lab.Project.Publication -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>lab.Project.Publication</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ lab.Project\r",
+       "publication=&quot;&quot;       \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"557,-27 463,-27 463,-8 557,-8 557,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"471\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Keywords</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"973.5,-27 858.5,-27 858.5,-8 973.5,-8 973.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"866.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Lab -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>Lab</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"lab                  \r",
-       "------------------------------\r",
-       "lab_name             \r",
-       "institution          \r",
-       "address              \r",
-       "time_zone            \r",
+       "<!-- lab.UserRole -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>lab.UserRole</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"user_role            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"203.5,-106 168.5,-106 168.5,-71 203.5,-71 203.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"177.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Lab</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"579,-106 505,-106 505,-71 579,-71 579,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"513\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Lab&#45;&gt;lab.Location -->\n",
+       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
        "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>Lab-&gt;lab.Location</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M182.13,-70.8C179.61,-59.95 176.35,-45.87 173.84,-35.05\"/>\n",
+       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M542,-70.8C542,-59.95 542,-45.87 542,-35.05\"/>\n",
        "</g>\n",
-       "<!-- Lab&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>Lab-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M203.58,-73.87C217.97,-62.71 238.37,-46.9 253.69,-35.02\"/>\n",
+       "<!-- lab.Source -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>lab.Source</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"source               \r",
+       "------------------------------\r",
+       "source_name          \r",
+       "contact_details=&quot;&quot;   \r",
+       "source_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1293,-106 1229,-106 1229,-71 1293,-71 1293,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1237\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- Project.Sourcecode -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>Project.Sourcecode</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ Project\r",
-       "codeurl=&quot;&quot;           \r",
+       "</g>\n",
+       "<!-- lab.Equipment -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>lab.Equipment</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"scanner              \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"679,-27 575,-27 575,-8 679,-8 679,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"583\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Sourcecode</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"261.5,-106 168.5,-106 168.5,-71 261.5,-71 261.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"176.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">lab.Equipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.ProtocolType -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
-       "<title>lab.ProtocolType</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"protocol_type        \r",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.CaImgEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M193.46,-70.8C175.76,-57.08 151.39,-38.19 137.31,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"node16\" class=\"node\">\n",
+       "<title>lab.Equipment.EphysEquipment</title>\n",
+       "<g id=\"a_node16\"><a xlink:title=\"→ lab.Equipment\r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"886.5,-106 795.5,-106 795.5,-71 886.5,-71 886.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"803.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"383.5,-27 224.5,-27 224.5,-8 383.5,-8 383.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"304\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.Equipment.EphysEquipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Protocol -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>Protocol</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"protocol             \r",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.EphysEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M236.54,-70.8C254.24,-57.08 278.61,-38.19 292.69,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.User -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>lab.User</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"user                 \r",
        "------------------------------\r",
-       "→ lab.ProtocolType\r",
-       "protocol_description=&quot;&quot; \r",
+       "user_email=&quot;&quot;        \r",
+       "user_cellphone=&quot;&quot;    \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"867.5,-35 814.5,-35 814.5,0 867.5,0 867.5,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"822.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Protocol</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"670,-106 616,-106 616,-71 670,-71 670,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"624\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.ProtocolType&#45;&gt;Protocol -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>lab.ProtocolType-&gt;Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M841,-70.8C841,-59.95 841,-45.87 841,-35.05\"/>\n",
+       "<!-- lab.User&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>lab.User-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M647.6,-70.8C650.59,-59.95 654.46,-45.87 657.44,-35.05\"/>\n",
        "</g>\n",
-       "<!-- Project -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
-       "<title>Project</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"project              \r",
+       "<!-- lab.User&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>lab.User-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M618.81,-70.97C602.93,-60.13 582.25,-46 566.34,-35.13\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>lab.Project</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"project              \r",
        "------------------------------\r",
        "project_description=&quot;&quot; \r",
        "repositoryurl=&quot;&quot;     \r",
@@ -356,87 +423,75 @@
        "stimulus=&quot;&quot;          \r",
        "surgery=&quot;&quot;           \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"651,-106 603,-106 603,-71 651,-71 651,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"611\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"948,-106 884,-106 884,-71 948,-71 948,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"892\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Project&#45;&gt;lab.ProjectUser -->\n",
-       "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>Project-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M602.61,-80.25C565.27,-69.14 493.14,-47.69 444.53,-33.23\"/>\n",
-       "</g>\n",
-       "<!-- Project&#45;&gt;Project.Keywords -->\n",
-       "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>Project-&gt;Project.Keywords</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M602.76,-73.2C579.2,-59.31 544.19,-38.66 524.61,-27.12\"/>\n",
-       "</g>\n",
-       "<!-- Project&#45;&gt;Project.Sourcecode -->\n",
+       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
        "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>Project-&gt;Project.Sourcecode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M627,-70.8C627,-57.08 627,-38.19 627,-27.27\"/>\n",
+       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M883.88,-78.96C845.21,-68.64 778.31,-50.73 721,-35 717.92,-34.16 714.76,-33.28 711.56,-32.4\"/>\n",
        "</g>\n",
-       "<!-- Project.Publication -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
-       "<title>Project.Publication</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ Project\r",
-       "publication=&quot;&quot;       \r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"796.5,-27 697.5,-27 697.5,-8 796.5,-8 796.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"705.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Project.Publication</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- Project&#45;&gt;Project.Publication -->\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
        "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>Project-&gt;Project.Publication</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M651.28,-73.54C675.53,-59.6 712,-38.62 732.21,-27.01\"/>\n",
+       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M884.62,-70.97C858.43,-57.18 822.14,-38.06 801.37,-27.12\"/>\n",
        "</g>\n",
-       "<!-- Source -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
-       "<title>Source</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"source               \r",
-       "------------------------------\r",
-       "source_name          \r",
-       "contact_details=&quot;&quot;   \r",
-       "source_description=&quot;&quot; \r",
+       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M916,-70.8C916,-57.08 916,-38.19 916,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Sourcecode -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>lab.Project.Sourcecode</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ lab.Project\r",
+       "codeurl=&quot;&quot;           \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"953,-106 905,-106 905,-71 953,-71 953,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"913\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">Source</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1112,-27 992,-27 992,-8 1112,-8 1112,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"1000\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Sourcecode</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- User -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>User</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"user                 \r",
+       "<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Sourcecode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M948.23,-71.15C975.41,-57.36 1013.24,-38.16 1034.92,-27.17\"/>\n",
+       "</g>\n",
+       "<!-- lab.Lab -->\n",
+       "<g id=\"node17\" class=\"node\">\n",
+       "<title>lab.Lab</title>\n",
+       "<g id=\"a_node17\"><a xlink:title=\"lab                  \r",
        "------------------------------\r",
-       "user_email=&quot;&quot;        \r",
-       "user_cellphone=&quot;&quot;    \r",
+       "lab_name             \r",
+       "institution          \r",
+       "address              \r",
+       "time_zone            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"391,-106 353,-106 353,-71 391,-71 391,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"361\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">User</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"473.5,-106 424.5,-106 424.5,-71 473.5,-71 473.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"432.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- User&#45;&gt;lab.ProjectUser -->\n",
-       "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>User-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M377.57,-70.8C381.18,-59.95 385.88,-45.87 389.48,-35.05\"/>\n",
+       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M471.51,-70.8C486.13,-59.95 505.11,-45.87 519.69,-35.05\"/>\n",
        "</g>\n",
-       "<!-- User&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
-       "<title>User-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M352.84,-73.87C337.16,-62.71 314.92,-46.9 298.23,-35.02\"/>\n",
+       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.Location</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M446.1,-70.8C444.21,-59.95 441.76,-45.87 439.88,-35.05\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7f8acea07220>"
+       "<datajoint.diagram.Diagram at 0x7fb5a8791130>"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -447,7 +502,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -519,27 +574,51 @@
        "                            <p id=\"nonprimary\">subject_description</p>\n",
        "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>subject5</td>\n",
+       "            <tbody> <tr> <td>subject1</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject2</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-11-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject3</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject4</td>\n",
+       "<td>M</td>\n",
+       "<td>2021-02-12</td>\n",
+       "<td>test animal</td></tr><tr><td>subject5</td>\n",
        "<td>F</td>\n",
        "<td>2020-01-03</td>\n",
        "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
        "<td>2020-01-03</td>\n",
-       "<td>hneih_E105</td> </tr> </tbody>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>U</td>\n",
+       "<td>2020-08-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject8</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-09-30</td>\n",
+       "<td>test animal</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 2</p></div>\n",
+       "        <p>Total: 8</p></div>\n",
        "        "
       ],
       "text/plain": [
        "*subject     sex     subject_birth_ subject_descri\n",
        "+----------+ +-----+ +------------+ +------------+\n",
+       "subject1     M       2020-12-30     test animal   \n",
+       "subject2     F       2020-11-30     test animal   \n",
+       "subject3     F       2020-12-30     test animal   \n",
+       "subject4     M       2021-02-12     test animal   \n",
        "subject5     F       2020-01-03     lmash_E105    \n",
        "subject6     M       2020-01-03     hneih_E105    \n",
-       " (Total: 2)"
+       "subject7     U       2020-08-30     test animal   \n",
+       "subject8     F       2020-09-30     test animal   \n",
+       " (Total: 8)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -550,285 +629,285 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1258pt\" height=\"114pt\" viewBox=\"0.00 0.00 1257.50 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1465pt\" height=\"114pt\" viewBox=\"0.00 0.00 1464.50 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1253.5,-110 1253.5,4 -4,4\"/>\n",
-       "<!-- Subject.Strain -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1460.5,-110 1460.5,4 -4,4\"/>\n",
+       "<!-- subject.Subject.Protocol -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>Subject.Strain</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ Subject\r",
-       "------------------------------\r",
-       "→ subject.Strain\r",
+       "<title>subject.Subject.Protocol</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Protocol\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"79,-27 0,-27 0,-8 79,-8 79,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"39.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Strain</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"707.5,-27 583.5,-27 583.5,-8 707.5,-8 707.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.SubjectDeath -->\n",
+       "<!-- subject.Subject.Source -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>subject.SubjectDeath</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ Subject\r",
+       "<title>subject.Subject.Source</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "death_date           \r",
+       "→ lab.Source\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"509.5,-35 379.5,-35 379.5,0 509.5,0 509.5,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"444.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"845,-27 726,-27 726,-8 845,-8 845,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"785.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.SubjectCullMethod -->\n",
+       "<!-- subject.Allele.Source -->\n",
        "<g id=\"node3\" class=\"node\">\n",
-       "<title>subject.SubjectCullMethod</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ Subject\r",
+       "<title>subject.Allele.Source</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Allele\r",
        "------------------------------\r",
-       "cull_method          \r",
+       "→ lab.Source\r",
+       "source_identifier=&quot;&quot; \r",
+       "source_url=&quot;&quot;        \r",
+       "expression_data_url=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"687,-35 528,-35 528,0 687,0 687,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"607.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1456.5,-27 1346.5,-27 1346.5,-8 1456.5,-8 1456.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1401.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Zygosity -->\n",
+       "<!-- subject.Line.Allele -->\n",
        "<g id=\"node4\" class=\"node\">\n",
-       "<title>subject.Zygosity</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ Subject\r",
+       "<title>subject.Line.Allele</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Line\r",
        "→ subject.Allele\r",
-       "------------------------------\r",
-       "zygosity             \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1006,-35 903,-35 903,0 1006,0 1006,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1328,-27 1231,-27 1231,-8 1328,-8 1328,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1279.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Line -->\n",
+       "<!-- subject.Subject.Lab -->\n",
        "<g id=\"node5\" class=\"node\">\n",
-       "<title>subject.Line</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"line                 \r",
+       "<title>subject.Subject.Lab</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Lab\r",
        "------------------------------\r",
-       "line_description=&quot;&quot;  \r",
-       "target_phenotype=&quot;&quot;  \r",
-       "is_active            \r",
+       "subject_alias=&quot;&quot;     \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1107.5,-106 1037.5,-106 1037.5,-71 1107.5,-71 1107.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1045.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"967.5,-27 863.5,-27 863.5,-8 967.5,-8 967.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"915.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Line.Allele -->\n",
+       "<!-- subject.Strain -->\n",
        "<g id=\"node6\" class=\"node\">\n",
-       "<title>subject.Line.Allele</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Line\r",
-       "→ subject.Allele\r",
+       "<title>subject.Strain</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"strain               \r",
+       "------------------------------\r",
+       "strain_standard_name \r",
+       "strain_desc=&quot;&quot;       \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1121,-27 1024,-27 1024,-8 1121,-8 1121,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1072.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"95,-106 18,-106 18,-71 95,-71 95,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"26\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1072.5,-70.8C1072.5,-57.08 1072.5,-38.19 1072.5,-27.27\"/>\n",
-       "</g>\n",
-       "<!-- Subject.Line -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
-       "<title>Subject.Line</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ Subject\r",
+       "<!-- subject.Subject.Strain -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>subject.Subject.Strain</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "→ subject.Line\r",
+       "→ subject.Strain\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"884.5,-27 812.5,-27 812.5,-8 884.5,-8 884.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"848.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Line</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"113,-27 0,-27 0,-8 113,-8 113,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"56.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Line&#45;&gt;Subject.Line -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>subject.Line-&gt;Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1037.19,-77.73C1001.14,-67.61 943.66,-51.05 894.5,-35 887.08,-32.58 879.05,-29.76 871.81,-27.16\"/>\n",
+       "<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>subject.Strain-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M56.5,-70.8C56.5,-57.08 56.5,-38.19 56.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- subject.Allele.Source -->\n",
+       "<!-- subject.Allele -->\n",
        "<g id=\"node7\" class=\"node\">\n",
-       "<title>subject.Allele.Source</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ subject.Allele\r",
+       "<title>subject.Allele</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"allele               \r",
        "------------------------------\r",
-       "→ Source\r",
-       "source_identifier=&quot;&quot; \r",
-       "source_url=&quot;&quot;        \r",
-       "expression_data_url=&quot;&quot; \r",
+       "allele_standard_name=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1249.5,-27 1139.5,-27 1139.5,-8 1249.5,-8 1249.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1439,-106 1364,-106 1364,-71 1439,-71 1439,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1372\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject.Protocol -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>Subject.Protocol</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ Subject\r",
-       "→ Protocol\r",
+       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M1401.5,-70.8C1401.5,-57.08 1401.5,-38.19 1401.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1372.28,-70.97C1347.89,-57.18 1314.09,-38.06 1294.74,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- subject.Zygosity -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>subject.Zygosity</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"→ subject.Subject\r",
+       "→ subject.Allele\r",
+       "------------------------------\r",
+       "zygosity             \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"794,-27 705,-27 705,-8 794,-8 794,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"749.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Protocol</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1213,-35 1110,-35 1110,0 1213,0 1213,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1161.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
-       "<title>Subject</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
+       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1363.74,-76.64C1323.21,-64.99 1258.57,-46.41 1213.31,-33.4\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>subject.Subject</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"subject              \r",
        "------------------------------\r",
        "sex                  \r",
        "subject_birth_date   \r",
        "subject_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"355,-106 298,-106 298,-71 355,-71 355,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"306\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">Subject</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"694.5,-106 596.5,-106 596.5,-71 694.5,-71 694.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"604.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.Strain -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M297.68,-82.18C252.67,-73.65 163.11,-55.73 88.5,-35 80.2,-32.69 71.23,-29.8 63.27,-27.08\"/>\n",
-       "</g>\n",
-       "<!-- Subject&#45;&gt;subject.SubjectDeath -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>Subject-&gt;subject.SubjectDeath</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M354.76,-70.97C373.31,-60.13 397.48,-46 416.06,-35.13\"/>\n",
-       "</g>\n",
-       "<!-- Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
        "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>Subject-&gt;subject.SubjectCullMethod</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M355.25,-80.44C398.4,-69.84 481.13,-49.53 540.08,-35.05\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M645.5,-70.8C645.5,-57.08 645.5,-38.19 645.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;subject.Zygosity -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Source -->\n",
        "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>Subject-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M355.05,-86.59C438.53,-83.56 689.19,-71.81 893.5,-35 896.52,-34.46 899.61,-33.83 902.72,-33.15\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M679.03,-70.97C707.02,-57.18 745.8,-38.06 768.01,-27.12\"/>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.Protocol -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
        "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M355.1,-85.02C417.6,-79.27 570.86,-63.28 696.5,-35 705.9,-32.88 716.05,-29.9 724.92,-27.06\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M694.72,-75.27C736.89,-64.74 799.24,-49.07 853.5,-35 863.31,-32.46 873.98,-29.64 883.66,-27.06\"/>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.Line -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
        "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M355.13,-86.75C429.87,-84.29 636.62,-74.17 803.5,-35 811.76,-33.06 820.59,-30.05 828.21,-27.12\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M596.15,-84.94C502.99,-79.57 295.11,-65.08 122.5,-35 110.75,-32.95 98,-29.95 86.86,-27.07\"/>\n",
        "</g>\n",
-       "<!-- Subject.User -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
-       "<title>Subject.User</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ Subject\r",
-       "→ User\r",
+       "<!-- subject.Subject.Line -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>subject.Subject.Line</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ subject.Line\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"171.5,-27 97.5,-27 97.5,-8 171.5,-8 171.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"134.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.User</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1091.5,-27 985.5,-27 985.5,-8 1091.5,-8 1091.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.User -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.User</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M297.76,-77.17C259.78,-63.52 193.59,-39.74 158.28,-27.05\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M694.58,-81.32C759.46,-72.79 877.17,-56.04 976.5,-35 987.18,-32.74 998.77,-29.79 1009,-27.01\"/>\n",
        "</g>\n",
-       "<!-- Subject.Source -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>Subject.Source</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ Subject\r",
-       "------------------------------\r",
-       "→ Source\r",
+       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M694.68,-84.24C778.53,-78.15 954.27,-63.05 1100.5,-35 1103.52,-34.42 1106.6,-33.77 1109.71,-33.07\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.User -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>subject.Subject.User</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"273.5,-27 189.5,-27 189.5,-8 273.5,-8 273.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"231.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Source</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"239.5,-27 131.5,-27 131.5,-8 239.5,-8 239.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"185.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.Source -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M303.5,-70.8C284.5,-57 258.3,-37.97 243.31,-27.08\"/>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M596.29,-82.98C520.94,-75.62 372.66,-59.37 248.5,-35 237.52,-32.84 225.61,-29.89 215.13,-27.07\"/>\n",
        "</g>\n",
-       "<!-- Subject.Lab -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>Subject.Lab</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ Subject\r",
-       "→ Lab\r",
+       "<!-- subject.SubjectCullMethod -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>subject.SubjectCullMethod</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "subject_alias=&quot;&quot;     \r",
+       "cull_method          \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"361,-27 292,-27 292,-8 361,-8 361,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"326.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">Subject.Lab</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"417,-35 258,-35 258,0 417,0 417,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"337.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Subject&#45;&gt;Subject.Lab -->\n",
-       "<g id=\"edge11\" class=\"edge\">\n",
-       "<title>Subject-&gt;Subject.Lab</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M326.5,-70.8C326.5,-57.08 326.5,-38.19 326.5,-27.27\"/>\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M596.36,-76.49C546.42,-65.3 468.48,-47.84 411.17,-35\"/>\n",
        "</g>\n",
-       "<!-- subject.Allele -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
-       "<title>subject.Allele</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"allele               \r",
+       "<!-- subject.SubjectDeath -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>subject.SubjectDeath</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "allele_standard_name=&quot;&quot; \r",
+       "death_date           \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1232,-106 1157,-106 1157,-71 1232,-71 1232,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1165\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"565.5,-35 435.5,-35 435.5,0 565.5,0 565.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"500.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
-       "<g id=\"edge12\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1156.74,-76.64C1116.21,-64.99 1051.57,-46.41 1006.31,-33.4\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
        "<g id=\"edge13\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1165.28,-70.97C1140.89,-57.18 1107.09,-38.06 1087.74,-27.12\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
-       "<g id=\"edge14\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M1194.5,-70.8C1194.5,-57.08 1194.5,-38.19 1194.5,-27.27\"/>\n",
+       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M610.77,-70.97C587.9,-60.09 558.06,-45.89 535.2,-35.01\"/>\n",
        "</g>\n",
-       "<!-- subject.Strain -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>subject.Strain</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"strain               \r",
+       "<!-- subject.Line -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>subject.Line</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"line                 \r",
        "------------------------------\r",
-       "strain_standard_name \r",
-       "strain_desc=&quot;&quot;       \r",
+       "line_description=&quot;&quot;  \r",
+       "target_phenotype=&quot;&quot;  \r",
+       "is_active            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"78,-106 1,-106 1,-71 78,-71 78,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"9\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1314.5,-106 1244.5,-106 1244.5,-71 1314.5,-71 1314.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1252.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Strain&#45;&gt;Subject.Strain -->\n",
+       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge14\" class=\"edge\">\n",
+       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1279.5,-70.8C1279.5,-57.08 1279.5,-38.19 1279.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- subject.Line&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge15\" class=\"edge\">\n",
-       "<title>subject.Strain-&gt;Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M39.5,-70.8C39.5,-57.08 39.5,-38.19 39.5,-27.27\"/>\n",
+       "<title>subject.Line-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1244.46,-77.47C1196.94,-63.86 1112.89,-39.8 1068.27,-27.02\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7f8ace8d9520>"
+       "<datajoint.diagram.Diagram at 0x7fb5ab1e9310>"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -839,7 +918,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -905,23 +984,27 @@
        "                            <p id=\"primary\">session_datetime</p>\n",
        "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>subject5</td>\n",
+       "            <tbody> <tr> <td>subject3</td>\n",
+       "<td>2021-04-30 12:22:15.032000</td></tr><tr><td>subject5</td>\n",
        "<td>2020-04-15 11:16:38</td></tr><tr><td>subject6</td>\n",
+       "<td>2021-01-15 11:16:38</td></tr><tr><td>subject6</td>\n",
        "<td>2021-06-02 14:04:22</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 2</p></div>\n",
+       "        <p>Total: 4</p></div>\n",
        "        "
       ],
       "text/plain": [
        "*subject     *session_datet\n",
        "+----------+ +------------+\n",
+       "subject3     2021-04-30 12:\n",
        "subject5     2020-04-15 11:\n",
+       "subject6     2021-01-15 11:\n",
        "subject6     2021-06-02 14:\n",
-       " (Total: 2)"
+       " (Total: 4)"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -932,84 +1015,100 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"465pt\" height=\"114pt\" viewBox=\"0.00 0.00 465.00 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"658pt\" height=\"114pt\" viewBox=\"0.00 0.00 658.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 461,-110 461,4 -4,4\"/>\n",
-       "<!-- session.ProjectSession -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 654,-110 654,4 -4,4\"/>\n",
+       "<!-- session.SessionDirectory -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>session.ProjectSession</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ Project\r",
-       "→ Session\r",
+       "<title>session.SessionDirectory</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ session.Session\r",
+       "------------------------------\r",
+       "session_dir          \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"141,-35 0,-35 0,0 141,0 141,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"70.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"151,-35 0,-35 0,0 151,0 151,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"75.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Session -->\n",
+       "<!-- session.Session -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>Session</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ Subject\r",
+       "<title>session.Session</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
        "session_datetime     \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"253,-106 194,-106 194,-71 253,-71 253,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"202\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">Session</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"370,-106 267,-106 267,-71 370,-71 370,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"275\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Session&#45;&gt;session.ProjectSession -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
        "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>Session-&gt;session.ProjectSession</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M193.64,-74.03C168.94,-62.89 133.75,-47.03 107.31,-35.1\"/>\n",
+       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M266.97,-72.87C227.96,-61.79 174.35,-46.57 133.78,-35.05\"/>\n",
        "</g>\n",
        "<!-- session.SessionNote -->\n",
        "<g id=\"node3\" class=\"node\">\n",
        "<title>session.SessionNote</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ Session\r",
+       "<g id=\"a_node3\"><a xlink:title=\"→ session.Session\r",
        "------------------------------\r",
        "session_note         \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"288,-35 159,-35 159,0 288,0 288,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"223.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"298,-35 169,-35 169,0 298,0 298,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"233.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Session&#45;&gt;session.SessionNote -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
        "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>Session-&gt;session.SessionNote</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M223.5,-70.8C223.5,-59.95 223.5,-45.87 223.5,-35.05\"/>\n",
+       "<title>session.Session-&gt;session.SessionNote</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M297.92,-70.8C284.56,-59.95 267.21,-45.87 253.89,-35.05\"/>\n",
        "</g>\n",
-       "<!-- session.SessionDirectory -->\n",
+       "<!-- session.SessionExperimenter -->\n",
        "<g id=\"node4\" class=\"node\">\n",
-       "<title>session.SessionDirectory</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ Session\r",
-       "------------------------------\r",
-       "session_dir          \r",
+       "<title>session.SessionExperimenter</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ session.Session\r",
+       "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"457,-35 306,-35 306,0 457,0 457,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"381.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"491,-35 316,-35 316,0 491,0 491,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"403.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- Session&#45;&gt;session.SessionDirectory -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionExperimenter -->\n",
        "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>Session-&gt;session.SessionDirectory</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M253.22,-74.52C278.78,-63.36 315.82,-47.18 343.53,-35.08\"/>\n",
+       "<title>session.Session-&gt;session.SessionExperimenter</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M339.08,-70.8C352.44,-59.95 369.79,-45.87 383.11,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- session.ProjectSession -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>session.ProjectSession</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ lab.Project\r",
+       "→ session.Session\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"650,-35 509,-35 509,0 650,0 650,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"579.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.ProjectSession</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M370.07,-73.87C412.26,-62.71 472.08,-46.9 516.99,-35.02\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7f8acec06610>"
+       "<datajoint.diagram.Diagram at 0x7fb5ab1f7bb0>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1027,23 +1126,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 10,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'genotyping' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_30119/3562745389.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgenotyping\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubject\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mdj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDiagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAllele\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m: name 'genotyping' is not defined"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)"
+    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)\n",
+    "## Not yet defined"
    ]
   },
   {
@@ -1062,7 +1150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -1086,14 +1174,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "-> Subject\n",
+      "-> subject.Subject\n",
       "-> subject.Allele\n",
       "---\n",
       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\n",
@@ -1108,7 +1196,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -1121,7 +1209,7 @@
        "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1148,9 +1236,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 14,
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "ename": "DuplicateError",
+     "evalue": "(\"Duplicate entry 'subject1' for key 'PRIMARY'\", 'To ignore duplicate entries in insert, set skip_duplicates=True')",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mDuplicateError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_46675/2258948651.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# `insert1()` takes a dict or a tuple\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m subject.Subject.insert1(\n\u001b[0m\u001b[1;32m      3\u001b[0m     dict(subject='subject1', sex='M', subject_birth_date='2020-12-30', \n\u001b[1;32m      4\u001b[0m          subject_description='test animal'))\n\u001b[1;32m      5\u001b[0m subject.Subject.insert1(\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/table.py\u001b[0m in \u001b[0;36minsert1\u001b[0;34m(self, row, **kwargs)\u001b[0m\n\u001b[1;32m    264\u001b[0m         \u001b[0mFor\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msee\u001b[0m \u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    265\u001b[0m         \"\"\"\n\u001b[0;32m--> 266\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    268\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrows\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreplace\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskip_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mignore_extra_fields\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallow_direct_insert\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/table.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, rows, replace, skip_duplicates, ignore_extra_fields, allow_direct_insert)\u001b[0m\n\u001b[1;32m    335\u001b[0m                     'To ignore extra fields in insert, set ignore_extra_fields=True')\n\u001b[1;32m    336\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mDuplicateError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 337\u001b[0;31m                 raise err.suggest(\n\u001b[0m\u001b[1;32m    338\u001b[0m                     'To ignore duplicate entries in insert, set skip_duplicates=True')\n\u001b[1;32m    339\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mDuplicateError\u001b[0m: (\"Duplicate entry 'subject1' for key 'PRIMARY'\", 'To ignore duplicate entries in insert, set skip_duplicates=True')"
+     ]
+    }
+   ],
    "source": [
     "# `insert1()` takes a dict or a tuple\n",
     "subject.Subject.insert1(\n",
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index de64b60..9cea320 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -24,7 +24,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "if os.path.basename(os.getcwd())!='workflow-session': os.chdir('..')"
+    "if os.path.basename(os.getcwd())=='notebooks': os.chdir('..')"
    ]
   },
   {
@@ -56,8 +56,10 @@
    "source": [
     "import datajoint as dj\n",
     "dj.conn()\n",
-    "from workflow_session.pipeline import * \n",
-    "from workflow_session.ingest import *\n",
+    "from element_lab import lab\n",
+    "from element_animal import subject\n",
+    "from element_session import session\n",
+    "from workflow_session.ingest import ingest_lab, ingest_subjects, ingest_sessions\n",
     "## delete if needed, to update/repopulate\n",
     "# lab.Lab.delete();lab.Project.delete();lab.Protocol.delete()\n",
     "ingest_lab(); ingest_subjects();ingest_sessions()"
@@ -95,6 +97,33 @@
   {
    "cell_type": "code",
    "execution_count": 4,
+   "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on function session_to_nwb in module element_session.export.nwb:\n",
+      "\n",
+      "session_to_nwb(session_key)\n",
+      "    Generate one NWBFile object representing all session-level information,\n",
+      "      including session identifier, description, start time, etc.\n",
+      "    \n",
+      "    :param session_key: entry in session.Session table\n",
+      "    :return: NWBFile object\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "from element_session.export import session_to_nwb_dict, session_to_nwb\n",
+    "help(session_to_nwb)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
    "id": "e76fa25d-700b-4f9a-9bb4-62d2217288b6",
    "metadata": {},
    "outputs": [
@@ -108,8 +137,72 @@
     }
    ],
    "source": [
-    "from element_session.export import *\n",
-    "mynwbfile=session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)"
+    "mynwbfile=session_to_nwb(session_key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "56ebdd79-f0dc-4925-aeb1-109887df361d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on function elemlab_to_nwb_dict in module element_lab.export.nwb:\n",
+      "\n",
+      "elemlab_to_nwb_dict(lab_key=None, project_key=None, protocol_key=None)\n",
+      "    Generate a dictionary object containing all relevant lab information used when\n",
+      "        generating an NWB file at the session level. All parameters optional.\n",
+      "    Use: mynwbfile = NWBfile(identifier=\"your identifier\",\n",
+      "                             session_description=\"your description\",\n",
+      "                             session_start_time=session_datetime,\n",
+      "                             elemlab_to_nwb_dict(lab_key=key1,project_key=key2,protocol_key=key3))\n",
+      "    Note: The lab, project and protocol keys should specify one of their respective types.\n",
+      "    \n",
+      "    :param lab_key: Key specifying one entry in element_lab.lab.Lab\n",
+      "    :param project_key: Key specifying one entry in element_lab.lab.Project\n",
+      "    :param protocol_key: Key specifying one entry in element_lab.lab.PRotocol\n",
+      "    :return: dictionary with NWB parameters\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "from element_lab.export import elemlab_to_nwb_dict\n",
+    "help(elemlab_to_nwb_dict)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "afc6555d-cd25-4d55-93e2-51c72ddba9ae",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pynwb import NWBFile\n",
+    "lab_info = elemlab_to_nwb_dict(lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)\n",
+    "sess_info = session_to_nwb_dict(session_key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "97e01cbf-b225-45d3-a030-0f7400e3526b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "mynwbfile = NWBFile(**sess_info,**lab_info)"
    ]
   },
   {
@@ -122,10 +215,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 9,
    "id": "b914d8db-2584-403c-9f24-12a64103f1cb",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/build/objectmapper.py:653: MissingRequiredBuildWarning: NWBFile 'root' is missing required value for attribute 'source_script_file_name'.\n",
+      "  warnings.warn(msg, MissingRequiredBuildWarning)\n"
+     ]
+    }
+   ],
    "source": [
     "from pynwb import NWBHDF5IO\n",
     "with NWBHDF5IO('session_metadata.nwb', mode='w') as io:\n",
@@ -134,7 +236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 10,
    "id": "c81b1c85-9623-4cc1-9438-79b0c5287756",
    "metadata": {},
    "outputs": [
@@ -142,10 +244,10 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "root pynwb.file.NWBFile at 0x140188285966704\n",
+      "root pynwb.file.NWBFile at 0x140190306285216\n",
       "Fields:\n",
       "  experiment_description: Example project to populate element-lab\n",
-      "  file_create_date: [datetime.datetime(2021, 12, 1, 17, 43, 52, 279976, tzinfo=tzlocal())]\n",
+      "  file_create_date: [datetime.datetime(2021, 12, 6, 17, 1, 11, 974467, tzinfo=tzlocal())]\n",
       "  identifier: subject5_20200415_111638\n",
       "  institution: Example Uni\n",
       "  keywords: ['Example' 'Study']\n",
@@ -156,7 +258,6 @@
       "  session_description: Successful data collection, no notes\n",
       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
       "  source_script: https://github.com/datajoint/element-lab/\n",
-      "  source_script_file_name: DataJoint element-session/export/nwb.py\n",
       "  surgery: Craniotomy performed by session experimenter\n",
       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00\n",
       "\n"
@@ -166,6 +267,14 @@
    "source": [
     "print(mynwbfile)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e75c3795-96d6-4ed1-889e-3da58d9e8533",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index eca6d91..849318b 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -57,7 +57,10 @@ def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):
     print(f'\n---- Insert {len(input_sessions)} entry(s) into session.Session ----')
     session.Session.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
     session.SessionDirectory.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
-    session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+
+    ## Type Error: 'NoneType' object is not iterable
+    # session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+
 
 if __name__ == '__main__':
     ingest_lab()
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index a068352..389d941 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -13,10 +13,11 @@
 db_prefix = dj.config['custom'].get('database.prefix', '')
 
 
-# Activate "lab", "subject", "session" schema ----------------------------------
+# Activate "lab", "subject", "session" schema -------------
 
 lab.activate(db_prefix + 'lab')
 
 subject.activate(db_prefix + 'subject', linking_module=__name__)
 
+Experimenter = lab.User
 session.activate(db_prefix + 'session', linking_module=__name__)

From cb59750578de20f37ede2d0ea1ec942816643090 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 14 Dec 2021 16:50:57 -0600
Subject: [PATCH 07/46] update readme/diagrams, add activate(genotyping)

---
 README.md                            |  83 ++-
 images/DataJoint_Labbook.png         | Bin 423684 -> 84080 bytes
 images/genotyping_diagram2.svg       | 151 +++++
 images/lab_diagram_PendingUpdate.svg | 222 +++++++
 images/session_diagram.svg           |  77 +++
 images/subject_diagram2.svg          | 222 +++++++
 notebooks/1_Explore_Workflow.ipynb   | 915 ++++++++++++++-------------
 requirements.txt                     |   2 +-
 workflow_session/pipeline.py         |   6 +-
 9 files changed, 1209 insertions(+), 469 deletions(-)
 create mode 100644 images/genotyping_diagram2.svg
 create mode 100644 images/lab_diagram_PendingUpdate.svg
 create mode 100644 images/session_diagram.svg
 create mode 100644 images/subject_diagram2.svg

diff --git a/README.md b/README.md
index 67241e8..0bd03b5 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ This directory provides an example workflow to save the information related to l
 + [element-session](https://github.com/datajoint/element-session)
 
 This repository provides demonstrations for:
-Set up a workflow using different elements (see [workflow_animal/pipeline.py](workflow_animal/pipeline.py))
+Set up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
 
 ## Workflow architecture
 The lab and animal management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together to a functional workflow.
@@ -20,14 +20,16 @@ The lab and animal management workflow presented here uses components from two D
 element-animal contains two modules, `subject` and `genotyping`.
 
 `subject` contains basic information of subjects.
-![subject](images/subject_diagram.svg)
-
+![subject](images/subject_diagram2.svg)
 
 `genotyping` is designed for labs that handle animal care and genotyping themselves, which is optional.
-![genotyping](images/genotyping_diagram.svg)
+![genotyping](images/genotyping_diagram2.svg)
 
-`session` is designed to handle metadata related to data collection, including collection datetime, file paths, and notes. 
+### element-session
+`session` is designed to handle metadata related to data collection, including collection datetime, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
+![session](images/session_diagram2.png)
 
+### This workflow
 This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements more intact workflows, refer to:
 
 + [workflow-array-ephys](https://github.com/datajoint/workflow-array-ephys)
@@ -44,36 +46,54 @@ This workflow serves as an example of the upstream part of a typical data workfl
     ```
 + Clone the repository
     ```
-    git clone https://github.com/datajoint/workflow-animal
+    git clone https://github.com/datajoint/workflow-session
     ```
-+ Change directory to `workflow-animal`
++ Change directory to `workflow-session`
     ```
-    cd workflow-animal
+    cd workflow-session
     ```
 
 ### Step 2 - Setup a virtual environment
-It is highly recommended (though not strictly required) to create a virtual environment to run the pipeline.
+It is highly recommended (though not strictly required) to create a virtual environment to run the pipeline. This can be done with either `virtualenv` or `conda`
 
-+ You can install with `virtualenv` or `conda`.  Below are the commands for `virtualenv`.
++ For `virtualenv`:
 
-+ If `virtualenv` not yet installed, run `pip install --user virtualenv`
+    + If not yet installed, run `pip install --user virtualenv`
 
-+ To create a new virtual environment named `venv`:
-    ```
-    virtualenv venv
-    ```
-
-+ To activated the virtual environment:
-    + On Windows:
+    + To create a new virtual environment named `venv`:
         ```
-        .\venv\Scripts\activate
+        virtualenv venv
         ```
 
-    + On Linux/macOS:
+    + To activated the virtual environment:
+        + On Windows:
+            ```
+            .\venv\Scripts\activate
+            ```
+
+        + On Linux/macOS:
+            ```
+            source venv/bin/activate
+            ```
++ For `conda`:
+    + If not yet installed, run `pip install --user conda`
+
+    + To create a new virtual environment named `venv`:
         ```
-        source venv/bin/activate
+        conda create --name venv python=3.8
         ```
 
+    + To activated the virtual environment:
+        + On Windows:
+            ```
+            activate venv
+            ```
+
+        + On Linux/macOS:
+            ```
+            source activate venv
+            ```
+
 ### Step 3 - Install this repository
 
 From the root of the cloned repository directory:
@@ -89,7 +109,7 @@ If no such modification required, using `pip install .` is sufficient.
 ### Step 4 - Jupyter Notebook
 + Register an IPython kernel with Jupyter
     ```
-    ipython kernel install --name=workflow-animal
+    ipython kernel install --name=workflow-session
     ```
 
 ### Step 5 - Configure the `dj_local_conf.json`
@@ -126,7 +146,7 @@ create a new file `dj_local_conf.json` with the following template:
 
 + Connect to database and import tables
     ```
-    from workflow_animal.pipeline import *
+    from workflow_session.pipeline import *
     ```
     This will create all tables defined in the elements in the database server.
 
@@ -134,25 +154,26 @@ create a new file `dj_local_conf.json` with the following template:
     ```
     lab.Lab()
     subject.Subject()
+    session.Session()
     genotyping.GenotypingTest()
     ```
 
 + If required to drop all schemas, the following is the dependency order.
     ```
-    from workflow_animal.pipeline import *
+    from workflow_session.pipeline import *
 
     genotyping.schema.drop()
+    session.schema.drop()
     subject.schema.drop()
     lab.schema.drop()
     ```
 
-+ For a more in-depth exploration of the tables created, please refer to the example [notebook](notebooks/explore_workflow.ipynb).
-
++ For a more in-depth exploration of the tables created, please refer to the example [notebooks](notebooks/1_Explore_Workflow.ipynb).
 
 
 ## Insert into Manual and Lookup tables with Graphical User Interface DataJoint Labbook
 
-DataJoint Neuro also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows.
+DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows.
 
 ![DataJoint Labbook preview](images/DataJoint_Labbook.png)
 
@@ -160,7 +181,7 @@ Please refer to the [DataJoint Labbook page](https://github.com/datajoint/datajo
 
 ## Development mode installation
 
-This method allows you to modify the source code for `workflow-calcium-imaging`, `element-calcium-imaging`, `element-animal`, and `element-lab`.
+This method allows you to modify the source code for `workflow-calcium-imaging`, `element-calcium-imaging`, `element-session`, `element-animal`, and `element-lab`.
 
 + Launch a new terminal and change directory to where you want to clone the repositories
     ```
@@ -170,11 +191,13 @@ This method allows you to modify the source code for `workflow-calcium-imaging`,
     ```
     git clone https://github.com/datajoint/element-lab
     git clone https://github.com/datajoint/element-animal
-    git clone https://github.com/datajoint/workflow-animal
+    git clone https://github.com/datajoint/element-session
+    git clone https://github.com/datajoint/workflow-session
     ```
 + Install each package with the `-e` option
     ```
-    pip install -e ./workflow-animal
+    pip install -e ./workflow-session
+    pip install -e ./element-session
     pip install -e ./element-lab
     pip install -e ./element-animal
     ```
diff --git a/images/DataJoint_Labbook.png b/images/DataJoint_Labbook.png
index 0d96d1d6ffe7c13f95a873589823f57d5c7228b9..2d8b83a1667c6ef112a13c8d070770053baea11d 100644
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diff --git a/images/genotyping_diagram2.svg b/images/genotyping_diagram2.svg
new file mode 100644
index 0000000..6c59d23
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+<g id="a_node1"><a xlink:title="→ Subject&#13;caging_datetime &#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Cage&#13;→ User&#13;">
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+<g id="node2" class="node">
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+<g id="a_node2"><a xlink:title="→ genotyping.Litter&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;weaning_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_male &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_female &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;weaning_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
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+<g id="a_node3"><a xlink:title="→ Subject&#13;→ Sequence&#13;genotype_test_id &#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;test_result &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
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+</a>
+</g>
+</g>
+<!-- Cage -->
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+</g>
+</g>
+<!-- Cage&#45;&gt;SubjectCaging -->
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+<!-- BreedingPair.Mother -->
+<g id="node5" class="node">
+<title>BreedingPair.Mother</title>
+<g id="a_node5"><a xlink:title="→ BreedingPair&#13;→ Subject&#13;">
+<polygon fill="transparent" stroke="transparent" points="219.5,-169 114.5,-169 114.5,-150 219.5,-150 219.5,-169"/>
+<text text-anchor="middle" x="167" y="-157" font-family="arial" font-size="10.00">BreedingPair.Mother</text>
+</a>
+</g>
+</g>
+<!-- genotyping.SubjectLitter -->
+<g id="node6" class="node">
+<title>genotyping.SubjectLitter</title>
+<g id="a_node6"><a xlink:title="→ Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ genotyping.Litter&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="546,-35 400,-35 400,0 546,0 546,-35"/>
+<text text-anchor="middle" x="473" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">genotyping.SubjectLitter</text>
+</a>
+</g>
+</g>
+<!-- BreedingPair.Father -->
+<g id="node7" class="node">
+<title>BreedingPair.Father</title>
+<g id="a_node7"><a xlink:title="→ BreedingPair&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Subject&#13;">
+<polygon fill="transparent" stroke="transparent" points="299.5,-98 196.5,-98 196.5,-79 299.5,-79 299.5,-98"/>
+<text text-anchor="middle" x="248" y="-86" font-family="arial" font-size="10.00">BreedingPair.Father</text>
+</a>
+</g>
+</g>
+<!-- BreedingPair -->
+<g id="node8" class="node">
+<title>BreedingPair</title>
+<g id="a_node8"><a xlink:title="→ subject.Line&#13;breeding_pair &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;bp_start_date=null &#160;&#160;&#13;bp_end_date=null &#160;&#160;&#160;&#160;&#13;bp_description=&quot;&quot; &#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="291.5,-248 204.5,-248 204.5,-213 291.5,-213 291.5,-248"/>
+<text text-anchor="start" x="212.5" y="-228.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">BreedingPair</text>
+</a>
+</g>
+</g>
+<!-- BreedingPair&#45;&gt;BreedingPair.Mother -->
+<g id="edge2" class="edge">
+<title>BreedingPair&#45;&gt;BreedingPair.Mother</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M228.39,-212.8C212.29,-199.08 190.11,-180.19 177.29,-169.27"/>
+</g>
+<!-- BreedingPair&#45;&gt;BreedingPair.Father -->
+<g id="edge3" class="edge">
+<title>BreedingPair&#45;&gt;BreedingPair.Father</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M248,-212.89C248,-182.9 248,-120.74 248,-98.04"/>
+</g>
+<!-- genotyping.Litter -->
+<g id="node9" class="node">
+<title>genotyping.Litter</title>
+<g id="a_node9"><a xlink:title="→ BreedingPair&#13;litter_birth_date &#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;num_of_pups &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;litter_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="433.5,-177 328.5,-177 328.5,-142 433.5,-142 433.5,-177"/>
+<text text-anchor="start" x="336.5" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">genotyping.Litter</text>
+</a>
+</g>
+</g>
+<!-- BreedingPair&#45;&gt;genotyping.Litter -->
+<g id="edge4" class="edge">
+<title>BreedingPair&#45;&gt;genotyping.Litter</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M279.86,-212.97C300.76,-202.13 328,-188 348.94,-177.13"/>
+</g>
+<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->
+<g id="edge5" class="edge">
+<title>genotyping.Litter&#45;&gt;genotyping.Weaning</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M381,-141.8C381,-130.95 381,-116.87 381,-106.05"/>
+</g>
+<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->
+<g id="edge6" class="edge">
+<title>genotyping.Litter&#45;&gt;genotyping.SubjectLitter</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M414.08,-141.93C428.42,-133.13 444.15,-121.01 454,-106 468.24,-84.29 471.99,-53.67 472.87,-35"/>
+</g>
+<!-- Sequence -->
+<g id="node10" class="node">
+<title>Sequence</title>
+<g id="a_node10"><a xlink:title="sequence &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;base_pairs=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;sequence_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="563,-248 503,-248 503,-213 563,-213 563,-248"/>
+<text text-anchor="start" x="511" y="-229" font-family="arial" text-decoration="underline" font-size="10.00">Sequence</text>
+</a>
+</g>
+</g>
+<!-- Sequence&#45;&gt;GenotypeTest -->
+<g id="edge7" class="edge">
+<title>Sequence&#45;&gt;GenotypeTest</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M524.29,-212.8C518.63,-201.95 511.28,-187.87 505.63,-177.05"/>
+</g>
+<!-- genotyping.AlleleSequence -->
+<g id="node11" class="node">
+<title>genotyping.AlleleSequence</title>
+<g id="a_node11"><a xlink:title="→ subject.Allele&#13;→ Sequence&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="637,-106 503,-106 503,-71 637,-71 637,-106"/>
+<text text-anchor="middle" x="570" y="-86" font-family="arial" font-size="10.00">genotyping.AlleleSequence</text>
+</a>
+</g>
+</g>
+<!-- Sequence&#45;&gt;genotyping.AlleleSequence -->
+<g id="edge8" class="edge">
+<title>Sequence&#45;&gt;genotyping.AlleleSequence</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M539.34,-212.63C543.04,-202.42 547.63,-189.07 551,-177 557.81,-152.59 563.65,-123.79 567,-106.09"/>
+</g>
+</g>
+</svg>
diff --git a/images/lab_diagram_PendingUpdate.svg b/images/lab_diagram_PendingUpdate.svg
new file mode 100644
index 0000000..2805db4
--- /dev/null
+++ b/images/lab_diagram_PendingUpdate.svg
@@ -0,0 +1,222 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="1103pt" height="224pt"
+ viewBox="0.00 0.00 1103.00 224.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 220)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-220 1099,-220 1099,4 -4,4"/>
+<!-- `neuro_lab`.`#skull_reference` -->
+<g id="node1" class="node">
+<title>`neuro_lab`.`#skull_reference`</title>
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="145,-216 0,-216 0,-181 145,-181 145,-216"/>
+<text text-anchor="start" x="8" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">`neuro_lab`.`#skull_reference`</text>
+</g>
+<!-- lab.Protocol -->
+<g id="node2" class="node">
+<title>lab.Protocol</title>
+<g id="a_node2"><a xlink:title="protocol &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.ProtocolType&#13;protocol_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="241.5,-145 173.5,-145 173.5,-110 241.5,-110 241.5,-145"/>
+<text text-anchor="start" x="181.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Protocol</text>
+</a>
+</g>
+</g>
+<!-- lab.Equipment.EphysEquipment -->
+<g id="node3" class="node">
+<title>lab.Equipment.EphysEquipment</title>
+<g id="a_node3"><a xlink:title="→ lab.Equipment&#13;">
+<polygon fill="transparent" stroke="transparent" points="415.5,-137 259.5,-137 259.5,-118 415.5,-118 415.5,-137"/>
+<text text-anchor="middle" x="337.5" y="-125" font-family="arial" font-size="10.00">lab.Equipment.EphysEquipment</text>
+</a>
+</g>
+</g>
+<!-- lab.ProtocolType -->
+<g id="node4" class="node">
+<title>lab.ProtocolType</title>
+<g id="a_node4"><a xlink:title="protocol_type &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="252,-216 163,-216 163,-181 252,-181 252,-216"/>
+<text text-anchor="start" x="171" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.ProtocolType</text>
+</a>
+</g>
+</g>
+<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->
+<g id="edge1" class="edge">
+<title>lab.ProtocolType&#45;&gt;lab.Protocol</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M207.5,-180.8C207.5,-169.95 207.5,-155.87 207.5,-145.05"/>
+</g>
+<!-- lab.Project.Sourcecode -->
+<g id="node5" class="node">
+<title>lab.Project.Sourcecode</title>
+<g id="a_node5"><a xlink:title="→ lab.Project&#13;codeurl=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="589.5,-137 471.5,-137 471.5,-118 589.5,-118 589.5,-137"/>
+<text text-anchor="start" x="479.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Sourcecode</text>
+</a>
+</g>
+</g>
+<!-- lab.Project -->
+<g id="node6" class="node">
+<title>lab.Project</title>
+<g id="a_node6"><a xlink:title="project &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;project_description=&quot;&quot; &#13;repositoryurl=&quot;&quot; &#160;&#160;&#160;&#160;&#13;repositoryname=&quot;&quot; &#160;&#160;&#160;&#13;pharmacology=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;viruses=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;slices=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;stimulus=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;surgery=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="649,-216 586,-216 586,-181 649,-181 649,-216"/>
+<text text-anchor="start" x="594" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project</text>
+</a>
+</g>
+</g>
+<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->
+<g id="edge2" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Sourcecode</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M596.44,-180.8C579.14,-167.08 555.32,-148.19 541.55,-137.27"/>
+</g>
+<!-- lab.ProjectUser -->
+<g id="node7" class="node">
+<title>lab.ProjectUser</title>
+<g id="a_node7"><a xlink:title="→ lab.Project&#13;→ lab.User&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="830,-145 731,-145 731,-110 830,-110 830,-145"/>
+<text text-anchor="middle" x="780.5" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">lab.ProjectUser</text>
+</a>
+</g>
+</g>
+<!-- lab.Project&#45;&gt;lab.ProjectUser -->
+<g id="edge3" class="edge">
+<title>lab.Project&#45;&gt;lab.ProjectUser</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M649.31,-184.03C675.63,-172.89 713.11,-157.03 741.28,-145.1"/>
+</g>
+<!-- lab.Project.Publication -->
+<g id="node8" class="node">
+<title>lab.Project.Publication</title>
+<g id="a_node8"><a xlink:title="→ lab.Project&#13;publication=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="674.5,-74 560.5,-74 560.5,-55 674.5,-55 674.5,-74"/>
+<text text-anchor="start" x="568.5" y="-63" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Publication</text>
+</a>
+</g>
+</g>
+<!-- lab.Project&#45;&gt;lab.Project.Publication -->
+<g id="edge4" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Publication</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M617.5,-180.78C617.5,-152.34 617.5,-95.52 617.5,-74.02"/>
+</g>
+<!-- lab.Project.Keywords -->
+<g id="node9" class="node">
+<title>lab.Project.Keywords</title>
+<g id="a_node9"><a xlink:title="→ lab.Project&#13;keyword=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="757.5,-19 647.5,-19 647.5,0 757.5,0 757.5,-19"/>
+<text text-anchor="start" x="655.5" y="-8" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Keywords</text>
+</a>
+</g>
+</g>
+<!-- lab.Project&#45;&gt;lab.Project.Keywords -->
+<g id="edge5" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Keywords</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M627.79,-180.84C641.83,-157.59 667.11,-113.79 683.5,-74 691.3,-55.06 697.44,-31.76 700.46,-19.32"/>
+</g>
+<!-- lab.User -->
+<g id="node10" class="node">
+<title>lab.User</title>
+<g id="a_node10"><a xlink:title="user &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;user_email=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;user_cellphone=&quot;&quot; &#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="825,-216 772,-216 772,-181 825,-181 825,-216"/>
+<text text-anchor="start" x="780" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.User</text>
+</a>
+</g>
+</g>
+<!-- lab.User&#45;&gt;lab.ProjectUser -->
+<g id="edge6" class="edge">
+<title>lab.User&#45;&gt;lab.ProjectUser</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M794.14,-180.8C791.31,-169.95 787.64,-155.87 784.82,-145.05"/>
+</g>
+<!-- lab.LabMembership -->
+<g id="node11" class="node">
+<title>lab.LabMembership</title>
+<g id="a_node11"><a xlink:title="→ lab.Lab&#13;→ lab.User&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ [nullable] lab.UserRole&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="949,-145 848,-145 848,-110 949,-110 949,-145"/>
+<text text-anchor="middle" x="898.5" y="-125" font-family="arial" font-size="10.00">lab.LabMembership</text>
+</a>
+</g>
+</g>
+<!-- lab.User&#45;&gt;lab.LabMembership -->
+<g id="edge7" class="edge">
+<title>lab.User&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M822.45,-180.97C838.17,-170.13 858.65,-156 874.4,-145.13"/>
+</g>
+<!-- lab.Lab -->
+<g id="node12" class="node">
+<title>lab.Lab</title>
+<g id="a_node12"><a xlink:title="lab &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;lab_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;institution &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;address &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;time_zone &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1013.5,-216 965.5,-216 965.5,-181 1013.5,-181 1013.5,-216"/>
+<text text-anchor="start" x="973.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Lab</text>
+</a>
+</g>
+</g>
+<!-- lab.Lab&#45;&gt;lab.LabMembership -->
+<g id="edge8" class="edge">
+<title>lab.Lab&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M967.47,-180.8C953.16,-169.95 934.59,-155.87 920.33,-145.05"/>
+</g>
+<!-- lab.Location -->
+<g id="node13" class="node">
+<title>lab.Location</title>
+<g id="a_node13"><a xlink:title="→ lab.Lab&#13;location &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;location_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1036,-145 967,-145 967,-110 1036,-110 1036,-145"/>
+<text text-anchor="start" x="975" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Location</text>
+</a>
+</g>
+</g>
+<!-- lab.Lab&#45;&gt;lab.Location -->
+<g id="edge9" class="edge">
+<title>lab.Lab&#45;&gt;lab.Location</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M992.4,-180.8C994.29,-169.95 996.74,-155.87 998.62,-145.05"/>
+</g>
+<!-- lab.Equipment -->
+<g id="node14" class="node">
+<title>lab.Equipment</title>
+<g id="a_node14"><a xlink:title="scanner &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="437.5,-216 343.5,-216 343.5,-181 437.5,-181 437.5,-216"/>
+<text text-anchor="start" x="351.5" y="-196.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">lab.Equipment</text>
+</a>
+</g>
+</g>
+<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->
+<g id="edge10" class="edge">
+<title>lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M377.67,-180.8C367.13,-167.08 352.62,-148.19 344.23,-137.27"/>
+</g>
+<!-- lab.Equipment.CaImgEquipment -->
+<g id="node15" class="node">
+<title>lab.Equipment.CaImgEquipment</title>
+<g id="a_node15"><a xlink:title="→ lab.Equipment&#13;caimg_equip_type &#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;caimg_equip_descrip &#160;&#13;excitation_lambda &#160;&#160;&#160;&#13;emission_lambda &#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="522.5,-74 364.5,-74 364.5,-55 522.5,-55 522.5,-74"/>
+<text text-anchor="start" x="372.5" y="-63" font-family="arial" text-decoration="underline" font-size="10.00">lab.Equipment.CaImgEquipment</text>
+</a>
+</g>
+</g>
+<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->
+<g id="edge11" class="edge">
+<title>lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M403.4,-180.83C410.53,-170.9 419.03,-157.78 424.5,-145 435,-120.48 440.33,-89.1 442.41,-74.16"/>
+</g>
+<!-- lab.Source -->
+<g id="node16" class="node">
+<title>lab.Source</title>
+<g id="a_node16"><a xlink:title="source &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;source_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;contact_details=&quot;&quot; &#160;&#160;&#13;source_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1095,-216 1032,-216 1032,-181 1095,-181 1095,-216"/>
+<text text-anchor="start" x="1040" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Source</text>
+</a>
+</g>
+</g>
+<!-- lab.UserRole -->
+<g id="node17" class="node">
+<title>lab.UserRole</title>
+<g id="a_node17"><a xlink:title="user_role &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="935.5,-216 861.5,-216 861.5,-181 935.5,-181 935.5,-216"/>
+<text text-anchor="start" x="869.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.UserRole</text>
+</a>
+</g>
+</g>
+<!-- lab.UserRole&#45;&gt;lab.LabMembership -->
+<g id="edge12" class="edge">
+<title>lab.UserRole&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M898.5,-180.8C898.5,-169.95 898.5,-155.87 898.5,-145.05"/>
+</g>
+</g>
+</svg>
diff --git a/images/session_diagram.svg b/images/session_diagram.svg
new file mode 100644
index 0000000..a11a66e
--- /dev/null
+++ b/images/session_diagram.svg
@@ -0,0 +1,77 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="452pt" height="185pt"
+ viewBox="0.00 0.00 452.00 185.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 181)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-181 448,-181 448,4 -4,4"/>
+<!-- session.SessionNote -->
+<g id="node1" class="node">
+<title>session.SessionNote</title>
+<g id="a_node1"><a xlink:title="→ session.Session&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;session_note &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="130,-106 0,-106 0,-71 130,-71 130,-106"/>
+<text text-anchor="middle" x="65" y="-85.4" font-family="arial" font-size="12.00" fill="darkgreen">session.SessionNote</text>
+</a>
+</g>
+</g>
+<!-- session.SessionDirectory -->
+<g id="node2" class="node">
+<title>session.SessionDirectory</title>
+<g id="a_node2"><a xlink:title="→ session.Session&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;session_dir &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="234,-35 82,-35 82,0 234,0 234,-35"/>
+<text text-anchor="middle" x="158" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">session.SessionDirectory</text>
+</a>
+</g>
+</g>
+<!-- session.Session -->
+<g id="node3" class="node">
+<title>session.Session</title>
+<g id="a_node3"><a xlink:title="→ subject.Subject&#13;session_datetime &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="259,-177 155,-177 155,-142 259,-142 259,-177"/>
+<text text-anchor="start" x="163" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">session.Session</text>
+</a>
+</g>
+</g>
+<!-- session.Session&#45;&gt;session.SessionNote -->
+<g id="edge1" class="edge">
+<title>session.Session&#45;&gt;session.SessionNote</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M172.99,-141.97C150.67,-131.13 121.59,-117 99.23,-106.13"/>
+</g>
+<!-- session.Session&#45;&gt;session.SessionDirectory -->
+<g id="edge2" class="edge">
+<title>session.Session&#45;&gt;session.SessionDirectory</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M195.61,-141.66C189.31,-131.67 181.81,-118.54 177,-106 167.86,-82.2 162.64,-52.98 160.06,-35.06"/>
+</g>
+<!-- session.ProjectSession -->
+<g id="node4" class="node">
+<title>session.ProjectSession</title>
+<g id="a_node4"><a xlink:title="→ lab.Project&#13;→ session.Session&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="328,-106 186,-106 186,-71 328,-71 328,-106"/>
+<text text-anchor="middle" x="257" y="-85.4" font-family="arial" font-size="12.00" fill="darkgreen">session.ProjectSession</text>
+</a>
+</g>
+</g>
+<!-- session.Session&#45;&gt;session.ProjectSession -->
+<g id="edge3" class="edge">
+<title>session.Session&#45;&gt;session.ProjectSession</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M219.1,-141.8C226.96,-130.95 237.17,-116.87 245.01,-106.05"/>
+</g>
+<!-- session.SessionExperimenter -->
+<g id="node5" class="node">
+<title>session.SessionExperimenter</title>
+<g id="a_node5"><a xlink:title="→ session.Session&#13;→ lab.User&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="444,-35 268,-35 268,0 444,0 444,-35"/>
+<text text-anchor="middle" x="356" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">session.SessionExperimenter</text>
+</a>
+</g>
+</g>
+<!-- session.Session&#45;&gt;session.SessionExperimenter -->
+<g id="edge4" class="edge">
+<title>session.Session&#45;&gt;session.SessionExperimenter</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M259.2,-149.51C286.19,-142.22 317.47,-129.17 337,-106 353.83,-86.03 356.75,-54.59 356.78,-35.33"/>
+</g>
+</g>
+</svg>
diff --git a/images/subject_diagram2.svg b/images/subject_diagram2.svg
new file mode 100644
index 0000000..9864ba7
--- /dev/null
+++ b/images/subject_diagram2.svg
@@ -0,0 +1,222 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="1117pt" height="295pt"
+ viewBox="0.00 0.00 1117.00 295.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 291)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-291 1113,-291 1113,4 -4,4"/>
+<!-- subject.Subject.Source -->
+<g id="node1" class="node">
+<title>subject.Subject.Source</title>
+<g id="a_node1"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;">
+<polygon fill="transparent" stroke="transparent" points="416,-208 298,-208 298,-189 416,-189 416,-208"/>
+<text text-anchor="middle" x="357" y="-196" font-family="arial" font-size="10.00">subject.Subject.Source</text>
+</a>
+</g>
+</g>
+<!-- subject.SubjectDeath -->
+<g id="node2" class="node">
+<title>subject.SubjectDeath</title>
+<g id="a_node2"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;death_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="453.5,-145 322.5,-145 322.5,-110 453.5,-110 453.5,-145"/>
+<text text-anchor="middle" x="388" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectDeath</text>
+</a>
+</g>
+</g>
+<!-- subject.Allele.Source -->
+<g id="node3" class="node">
+<title>subject.Allele.Source</title>
+<g id="a_node3"><a xlink:title="→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;source_identifier=&quot;&quot; &#13;source_url=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;expression_data_url=&quot;&quot; &#13;">
+<polygon fill="transparent" stroke="transparent" points="994.5,-208 885.5,-208 885.5,-189 994.5,-189 994.5,-208"/>
+<text text-anchor="middle" x="940" y="-196" font-family="arial" font-size="10.00">subject.Allele.Source</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.Lab -->
+<g id="node4" class="node">
+<title>subject.Subject.Lab</title>
+<g id="a_node4"><a xlink:title="→ subject.Subject&#13;→ lab.Lab&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;subject_alias=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="533.5,-74 430.5,-74 430.5,-55 533.5,-55 533.5,-74"/>
+<text text-anchor="middle" x="482" y="-62" font-family="arial" font-size="10.00">subject.Subject.Lab</text>
+</a>
+</g>
+</g>
+<!-- subject.Line.Allele -->
+<g id="node5" class="node">
+<title>subject.Line.Allele</title>
+<g id="a_node5"><a xlink:title="→ subject.Line&#13;→ subject.Allele&#13;">
+<polygon fill="transparent" stroke="transparent" points="1109,-208 1013,-208 1013,-189 1109,-189 1109,-208"/>
+<text text-anchor="middle" x="1061" y="-196" font-family="arial" font-size="10.00">subject.Line.Allele</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.User -->
+<g id="node6" class="node">
+<title>subject.Subject.User</title>
+<g id="a_node6"><a xlink:title="→ subject.Subject&#13;→ lab.User&#13;">
+<polygon fill="transparent" stroke="transparent" points="108,-19 0,-19 0,0 108,0 108,-19"/>
+<text text-anchor="middle" x="54" y="-7" font-family="arial" font-size="10.00">subject.Subject.User</text>
+</a>
+</g>
+</g>
+<!-- subject.Zygosity -->
+<g id="node7" class="node">
+<title>subject.Zygosity</title>
+<g id="a_node7"><a xlink:title="→ subject.Subject&#13;→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;zygosity &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="744.5,-216 641.5,-216 641.5,-181 744.5,-181 744.5,-216"/>
+<text text-anchor="middle" x="693" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.Zygosity</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.Strain -->
+<g id="node8" class="node">
+<title>subject.Subject.Strain</title>
+<g id="a_node8"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Strain&#13;">
+<polygon fill="transparent" stroke="transparent" points="623.5,-208 510.5,-208 510.5,-189 623.5,-189 623.5,-208"/>
+<text text-anchor="middle" x="567" y="-196" font-family="arial" font-size="10.00">subject.Subject.Strain</text>
+</a>
+</g>
+</g>
+<!-- subject.SubjectCullMethod -->
+<g id="node9" class="node">
+<title>subject.SubjectCullMethod</title>
+<g id="a_node9"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;cull_method &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="242,-216 82,-216 82,-181 242,-181 242,-216"/>
+<text text-anchor="middle" x="162" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectCullMethod</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.Line -->
+<g id="node10" class="node">
+<title>subject.Subject.Line</title>
+<g id="a_node10"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Line&#13;">
+<polygon fill="transparent" stroke="transparent" points="867.5,-208 762.5,-208 762.5,-189 867.5,-189 867.5,-208"/>
+<text text-anchor="middle" x="815" y="-196" font-family="arial" font-size="10.00">subject.Subject.Line</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.Protocol -->
+<g id="node11" class="node">
+<title>subject.Subject.Protocol</title>
+<g id="a_node11"><a xlink:title="→ subject.Subject&#13;→ lab.Protocol&#13;">
+<polygon fill="transparent" stroke="transparent" points="304.5,-137 181.5,-137 181.5,-118 304.5,-118 304.5,-137"/>
+<text text-anchor="middle" x="243" y="-125" font-family="arial" font-size="10.00">subject.Subject.Protocol</text>
+</a>
+</g>
+</g>
+<!-- subject.Line -->
+<g id="node12" class="node">
+<title>subject.Line</title>
+<g id="a_node12"><a xlink:title="line &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;line_description=&quot;&quot; &#160;&#13;target_phenotype=&quot;&quot; &#160;&#13;is_active &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1095.5,-287 1026.5,-287 1026.5,-252 1095.5,-252 1095.5,-287"/>
+<text text-anchor="start" x="1034.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Line</text>
+</a>
+</g>
+</g>
+<!-- subject.Line&#45;&gt;subject.Line.Allele -->
+<g id="edge1" class="edge">
+<title>subject.Line&#45;&gt;subject.Line.Allele</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M1061,-251.8C1061,-238.08 1061,-219.19 1061,-208.27"/>
+</g>
+<!-- subject.Line&#45;&gt;subject.Subject.Line -->
+<g id="edge2" class="edge">
+<title>subject.Line&#45;&gt;subject.Subject.Line</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M1026.28,-258.76C978.07,-245.24 891.62,-220.99 845.67,-208.1"/>
+</g>
+<!-- subject.Allele -->
+<g id="node13" class="node">
+<title>subject.Allele</title>
+<g id="a_node13"><a xlink:title="allele &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;allele_standard_name=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="977.5,-287 902.5,-287 902.5,-252 977.5,-252 977.5,-287"/>
+<text text-anchor="start" x="910.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Allele</text>
+</a>
+</g>
+</g>
+<!-- subject.Allele&#45;&gt;subject.Allele.Source -->
+<g id="edge3" class="edge">
+<title>subject.Allele&#45;&gt;subject.Allele.Source</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M940,-251.8C940,-238.08 940,-219.19 940,-208.27"/>
+</g>
+<!-- subject.Allele&#45;&gt;subject.Line.Allele -->
+<g id="edge4" class="edge">
+<title>subject.Allele&#45;&gt;subject.Line.Allele</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M968.98,-251.97C993.17,-238.18 1026.69,-219.06 1045.88,-208.12"/>
+</g>
+<!-- subject.Allele&#45;&gt;subject.Zygosity -->
+<g id="edge5" class="edge">
+<title>subject.Allele&#45;&gt;subject.Zygosity</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M902.49,-258.02C860.38,-246.26 791.8,-227.1 744.65,-213.93"/>
+</g>
+<!-- subject.Strain -->
+<g id="node14" class="node">
+<title>subject.Strain</title>
+<g id="a_node14"><a xlink:title="strain &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;strain_standard_name &#13;strain_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="605.5,-287 528.5,-287 528.5,-252 605.5,-252 605.5,-287"/>
+<text text-anchor="start" x="536.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Strain</text>
+</a>
+</g>
+</g>
+<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->
+<g id="edge6" class="edge">
+<title>subject.Strain&#45;&gt;subject.Subject.Strain</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M567,-251.8C567,-238.08 567,-219.19 567,-208.27"/>
+</g>
+<!-- subject.Subject -->
+<g id="node15" class="node">
+<title>subject.Subject</title>
+<g id="a_node15"><a xlink:title="subject &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;sex &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;subject_birth_date &#160;&#160;&#13;subject_description=&quot;&quot; &#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="493,-287 395,-287 395,-252 493,-252 493,-287"/>
+<text text-anchor="start" x="403" y="-267.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">subject.Subject</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Source -->
+<g id="edge7" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Source</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M422.94,-251.8C405.64,-238.08 381.82,-219.19 368.05,-208.27"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
+<g id="edge8" class="edge">
+<title>subject.Subject&#45;&gt;subject.SubjectDeath</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M442.37,-251.76C440.17,-233.69 435.25,-204.34 425,-181 419.35,-168.14 410.3,-155.22 402.56,-145.41"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->
+<g id="edge9" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Lab</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M447.11,-251.89C454.8,-210.79 474.52,-105.44 480.35,-74.3"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.User -->
+<g id="edge10" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.User</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.82,-268.78C304.2,-268.17 116.19,-261.33 73,-216 19.12,-159.45 43.23,-50.19 51.57,-19"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Zygosity -->
+<g id="edge11" class="edge">
+<title>subject.Subject&#45;&gt;subject.Zygosity</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M493.19,-254.87C536,-243.01 597.82,-225.87 641.34,-213.82"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->
+<g id="edge12" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Strain</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M473.46,-251.97C498.05,-238.18 532.12,-219.06 551.63,-208.12"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
+<g id="edge13" class="edge">
+<title>subject.Subject&#45;&gt;subject.SubjectCullMethod</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M394.88,-256.48C349.12,-245.28 280.48,-228.49 229.57,-216.03"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Line -->
+<g id="edge14" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Line</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M493.38,-257.32C502.22,-255.45 511.37,-253.6 520,-252 623.46,-232.83 651.05,-237.77 754,-216 764.52,-213.78 775.92,-210.84 785.99,-208.06"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->
+<g id="edge15" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Protocol</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.93,-261.62C361.84,-254.82 318.93,-241.55 289,-216 263.42,-194.16 250.04,-154.47 245.18,-137.07"/>
+</g>
+</g>
+</svg>
diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index 050cb9b..04f11db 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -2,22 +2,25 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "id": "d26010d6-acbc-4c90-8b62-a2448c50452d",
    "metadata": {},
    "source": [
-    "# DataJoint U24 Workflow Session"
+    "# DataJoint U24 - Workflow Session"
    ]
   },
   {
    "cell_type": "markdown",
+   "id": "c5ffe5d2-5b2a-45c3-8d8f-8c20efa8c5eb",
    "metadata": {},
    "source": [
-    "This notebook will describe the steps to explore the lab and animal management tables created by the elements.   \n",
+    "This notebook will describe the steps to explore the lab and animal management tables created by the elements.\n",
     "Prior to using this notebook, please refer to the README for the installation instructions."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
+   "id": "4351c4bb-9763-4d4d-8558-37662adc930e",
    "metadata": {},
    "outputs": [
     {
@@ -33,7 +36,7 @@
        "DataJoint connection (connected) root@localhost:3306"
       ]
      },
-     "execution_count": 1,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -48,6 +51,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ee820754-bceb-476a-acf9-238fa8b201d9",
    "metadata": {},
    "source": [
     "Importing the module `workflow_session.pipeline` is sufficient to create tables inside the elements. This workflow comes prepackaged with example data and ingestion functions to populate lab, subject, and session tables."
@@ -55,7 +59,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
+   "id": "868b79bc-f754-4d51-a327-94a209cde374",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -67,7 +72,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
+   "id": "9c211f0c-16fd-4d51-abf3-d67bbe271c26",
    "metadata": {},
    "outputs": [
     {
@@ -95,6 +101,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "2e19116d-bc32-4cea-9caf-f3e8eaa9b181",
    "metadata": {},
    "source": [
     "## Workflow architecture"
@@ -102,7 +109,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
+   "id": "1e7a0a8b-eaf1-41a1-bf08-1aff2f2812be",
    "metadata": {},
    "outputs": [
     {
@@ -199,7 +207,7 @@
        " (Total: 2)"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -210,288 +218,289 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
+   "id": "63679df4-3064-402b-99ce-2f553dff877b",
    "metadata": {},
    "outputs": [
     {
      "data": {
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+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1245pt\" height=\"114pt\" viewBox=\"0.00 0.00 1245.00 114.00\">\n",
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+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1241,-110 1241,4 -4,4\"/>\n",
        "<!-- `neuro_lab`.`#skull_reference` -->\n",
        "<g id=\"node1\" class=\"node\">\n",
        "<title>`neuro_lab`.`#skull_reference`</title>\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"150,-106 0,-106 0,-71 150,-71 150,-106\"/>\n",
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        "</g>\n",
-       "<!-- lab.Equipment.CaImgEquipment -->\n",
+       "<!-- lab.Project -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>lab.Equipment.CaImgEquipment</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Equipment\r",
-       "caimg_equip_type     \r",
+       "<title>lab.Project</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"project              \r",
        "------------------------------\r",
-       "caimg_equip_descrip  \r",
-       "excitation_lambda    \r",
-       "emission_lambda      \r",
+       "project_description=&quot;&quot; \r",
+       "repositoryurl=&quot;&quot;     \r",
+       "repositoryname=&quot;&quot;    \r",
+       "pharmacology=&quot;&quot;      \r",
+       "viruses=&quot;&quot;           \r",
+       "slices=&quot;&quot;            \r",
+       "stimulus=&quot;&quot;          \r",
+       "surgery=&quot;&quot;           \r",
        "\">\n",
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-       "<text text-anchor=\"start\" x=\"54\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Equipment.CaImgEquipment</text>\n",
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+       "<text text-anchor=\"start\" x=\"171\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.ProjectUser -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
+       "<g id=\"node6\" class=\"node\">\n",
        "<title>lab.ProjectUser</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ lab.Project\r",
+       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Project\r",
        "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"711.5,-35 612.5,-35 612.5,0 711.5,0 711.5,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"662\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
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+       "<text text-anchor=\"middle\" x=\"453.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.06,-79.38C265.51,-69.19 335.08,-51.11 394.5,-35 397.58,-34.17 400.75,-33.3 403.94,-32.42\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Publication -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>lab.Project.Publication</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ lab.Project\r",
+       "publication=&quot;&quot;       \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"121.5,-27 7.5,-27 7.5,-8 121.5,-8 121.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"15.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M163.36,-70.97C137.37,-57.18 101.36,-38.06 80.74,-27.12\"/>\n",
+       "</g>\n",
        "<!-- lab.Project.Keywords -->\n",
-       "<g id=\"node4\" class=\"node\">\n",
+       "<g id=\"node9\" class=\"node\">\n",
        "<title>lab.Project.Keywords</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ lab.Project\r",
+       "<g id=\"a_node9\"><a xlink:title=\"→ lab.Project\r",
        "keyword=&quot;&quot;           \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"840,-27 730,-27 730,-8 840,-8 840,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"738\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"249.5,-27 139.5,-27 139.5,-8 249.5,-8 249.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"147.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M194.5,-70.8C194.5,-57.08 194.5,-38.19 194.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Sourcecode -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>lab.Project.Sourcecode</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ lab.Project\r",
+       "codeurl=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"385.5,-27 267.5,-27 267.5,-8 385.5,-8 385.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"275.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Sourcecode</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Sourcecode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.12,-70.97C252.51,-57.18 289.07,-38.06 310.01,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>lab.Equipment.EphysEquipment</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ lab.Equipment\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"883.5,-27 727.5,-27 727.5,-8 883.5,-8 883.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"805.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.Equipment.EphysEquipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.ProtocolType -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
+       "<g id=\"node4\" class=\"node\">\n",
        "<title>lab.ProtocolType</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"protocol_type        \r",
+       "<g id=\"a_node4\"><a xlink:title=\"protocol_type        \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1210.5,-106 1119.5,-106 1119.5,-71 1210.5,-71 1210.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1127.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1156,-106 1067,-106 1067,-71 1156,-71 1156,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1075\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.Protocol -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
+       "<g id=\"node12\" class=\"node\">\n",
        "<title>lab.Protocol</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"protocol             \r",
+       "<g id=\"a_node12\"><a xlink:title=\"protocol             \r",
        "------------------------------\r",
        "→ lab.ProtocolType\r",
        "protocol_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1199.5,-35 1130.5,-35 1130.5,0 1199.5,0 1199.5,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"1138.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1145.5,-35 1077.5,-35 1077.5,0 1145.5,0 1145.5,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"1085.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
        "<title>lab.ProtocolType-&gt;lab.Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1165,-70.8C1165,-59.95 1165,-45.87 1165,-35.05\"/>\n",
-       "</g>\n",
-       "<!-- lab.LabMembership -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
-       "<title>lab.LabMembership</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Lab\r",
-       "→ lab.User\r",
-       "------------------------------\r",
-       "→ [nullable] lab.UserRole\r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"594,-35 490,-35 490,0 594,0 594,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"542\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1111.5,-70.8C1111.5,-59.95 1111.5,-45.87 1111.5,-35.05\"/>\n",
        "</g>\n",
-       "<!-- lab.Location -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>lab.Location</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ lab.Lab\r",
-       "location             \r",
-       "------------------------------\r",
-       "location_description=&quot;&quot; \r",
+       "<!-- lab.Equipment -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>lab.Equipment</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"scanner              \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"472,-35 402,-35 402,0 472,0 472,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"410\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"939.5,-106 845.5,-106 845.5,-71 939.5,-71 939.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"853.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">lab.Equipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Project.Publication -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>lab.Project.Publication</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ lab.Project\r",
-       "publication=&quot;&quot;       \r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"973.5,-27 858.5,-27 858.5,-8 973.5,-8 973.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"866.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.EphysEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M871.44,-70.8C854.14,-57.08 830.32,-38.19 816.55,-27.27\"/>\n",
        "</g>\n",
-       "<!-- lab.UserRole -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
-       "<title>lab.UserRole</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"user_role            \r",
+       "<!-- lab.Equipment.CaImgEquipment -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>lab.Equipment.CaImgEquipment</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ lab.Equipment\r",
+       "caimg_equip_type     \r",
+       "------------------------------\r",
+       "caimg_equip_descrip  \r",
+       "excitation_lambda    \r",
+       "emission_lambda      \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"579,-106 505,-106 505,-71 579,-71 579,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"513\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1059.5,-27 901.5,-27 901.5,-8 1059.5,-8 1059.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"909.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Equipment.CaImgEquipment</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M542,-70.8C542,-59.95 542,-45.87 542,-35.05\"/>\n",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.CaImgEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M913.8,-70.8C931.3,-57.08 955.39,-38.19 969.32,-27.27\"/>\n",
        "</g>\n",
-       "<!-- lab.Source -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
-       "<title>lab.Source</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"source               \r",
+       "<!-- lab.Lab -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>lab.Lab</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"lab                  \r",
        "------------------------------\r",
-       "source_name          \r",
-       "contact_details=&quot;&quot;   \r",
-       "source_description=&quot;&quot; \r",
+       "lab_name             \r",
+       "institution          \r",
+       "address              \r",
+       "time_zone            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1293,-106 1229,-106 1229,-71 1293,-71 1293,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1237\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"686.5,-106 638.5,-106 638.5,-71 686.5,-71 686.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"646.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Equipment -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>lab.Equipment</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"scanner              \r",
+       "<!-- lab.Location -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>lab.Location</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ lab.Lab\r",
+       "location             \r",
+       "------------------------------\r",
+       "location_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"261.5,-106 168.5,-106 168.5,-71 261.5,-71 261.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"176.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">lab.Equipment</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"709,-35 640,-35 640,0 709,0 709,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"648\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>lab.Equipment-&gt;lab.Equipment.CaImgEquipment</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M193.46,-70.8C175.76,-57.08 151.39,-38.19 137.31,-27.27\"/>\n",
+       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.Location</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M665.4,-70.8C667.29,-59.95 669.74,-45.87 671.62,-35.05\"/>\n",
        "</g>\n",
-       "<!-- lab.Equipment.EphysEquipment -->\n",
-       "<g id=\"node16\" class=\"node\">\n",
-       "<title>lab.Equipment.EphysEquipment</title>\n",
-       "<g id=\"a_node16\"><a xlink:title=\"→ lab.Equipment\r",
+       "<!-- lab.LabMembership -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>lab.LabMembership</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ lab.Lab\r",
+       "→ lab.User\r",
+       "------------------------------\r",
+       "→ [nullable] lab.UserRole\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"383.5,-27 224.5,-27 224.5,-8 383.5,-8 383.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"304\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.Equipment.EphysEquipment</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"622,-35 521,-35 521,0 622,0 622,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"571.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>lab.Equipment-&gt;lab.Equipment.EphysEquipment</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M236.54,-70.8C254.24,-57.08 278.61,-38.19 292.69,-27.27\"/>\n",
+       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M640.47,-70.8C626.16,-59.95 607.59,-45.87 593.33,-35.05\"/>\n",
        "</g>\n",
        "<!-- lab.User -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
+       "<g id=\"node10\" class=\"node\">\n",
        "<title>lab.User</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"user                 \r",
+       "<g id=\"a_node10\"><a xlink:title=\"user                 \r",
        "------------------------------\r",
        "user_email=&quot;&quot;        \r",
        "user_cellphone=&quot;&quot;    \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"670,-106 616,-106 616,-71 670,-71 670,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"624\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"498,-106 445,-106 445,-71 498,-71 498,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"453\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.User&#45;&gt;lab.ProjectUser -->\n",
-       "<g id=\"edge5\" class=\"edge\">\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
        "<title>lab.User-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M647.6,-70.8C650.59,-59.95 654.46,-45.87 657.44,-35.05\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M467.14,-70.8C464.31,-59.95 460.64,-45.87 457.82,-35.05\"/>\n",
        "</g>\n",
        "<!-- lab.User&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge6\" class=\"edge\">\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
        "<title>lab.User-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M618.81,-70.97C602.93,-60.13 582.25,-46 566.34,-35.13\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>lab.Project</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"project              \r",
-       "------------------------------\r",
-       "project_description=&quot;&quot; \r",
-       "repositoryurl=&quot;&quot;     \r",
-       "repositoryname=&quot;&quot;    \r",
-       "pharmacology=&quot;&quot;      \r",
-       "viruses=&quot;&quot;           \r",
-       "slices=&quot;&quot;            \r",
-       "stimulus=&quot;&quot;          \r",
-       "surgery=&quot;&quot;           \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"948,-106 884,-106 884,-71 948,-71 948,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"892\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
-       "</a>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M495.45,-70.97C511.17,-60.13 531.65,-46 547.4,-35.13\"/>\n",
        "</g>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
-       "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M883.88,-78.96C845.21,-68.64 778.31,-50.73 721,-35 717.92,-34.16 714.76,-33.28 711.56,-32.4\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
-       "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M884.62,-70.97C858.43,-57.18 822.14,-38.06 801.37,-27.12\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
-       "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M916,-70.8C916,-57.08 916,-38.19 916,-27.27\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project.Sourcecode -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>lab.Project.Sourcecode</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ lab.Project\r",
-       "codeurl=&quot;&quot;           \r",
+       "<!-- lab.UserRole -->\n",
+       "<g id=\"node16\" class=\"node\">\n",
+       "<title>lab.UserRole</title>\n",
+       "<g id=\"a_node16\"><a xlink:title=\"user_role            \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1112,-27 992,-27 992,-8 1112,-8 1112,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"1000\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Sourcecode</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"608.5,-106 534.5,-106 534.5,-71 608.5,-71 608.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"542.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Sourcecode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M948.23,-71.15C975.41,-57.36 1013.24,-38.16 1034.92,-27.17\"/>\n",
+       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M571.5,-70.8C571.5,-59.95 571.5,-45.87 571.5,-35.05\"/>\n",
        "</g>\n",
-       "<!-- lab.Lab -->\n",
+       "<!-- lab.Source -->\n",
        "<g id=\"node17\" class=\"node\">\n",
-       "<title>lab.Lab</title>\n",
-       "<g id=\"a_node17\"><a xlink:title=\"lab                  \r",
+       "<title>lab.Source</title>\n",
+       "<g id=\"a_node17\"><a xlink:title=\"source               \r",
        "------------------------------\r",
-       "lab_name             \r",
-       "institution          \r",
-       "address              \r",
-       "time_zone            \r",
+       "source_name          \r",
+       "contact_details=&quot;&quot;   \r",
+       "source_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"473.5,-106 424.5,-106 424.5,-71 473.5,-71 473.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"432.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1237,-106 1174,-106 1174,-71 1237,-71 1237,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1182\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge11\" class=\"edge\">\n",
-       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M471.51,-70.8C486.13,-59.95 505.11,-45.87 519.69,-35.05\"/>\n",
-       "</g>\n",
-       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
-       "<g id=\"edge12\" class=\"edge\">\n",
-       "<title>lab.Lab-&gt;lab.Location</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M446.1,-70.8C444.21,-59.95 441.76,-45.87 439.88,-35.05\"/>\n",
-       "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fb5a8791130>"
+       "<datajoint.diagram.Diagram at 0x7fa440f8b9d0>"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -502,7 +511,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
+   "id": "8cf0f64b-e523-4a94-9a43-fca4ed793f82",
    "metadata": {},
    "outputs": [
     {
@@ -618,7 +628,7 @@
        " (Total: 8)"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -629,285 +639,286 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
+   "id": "75576be2-2984-451f-a86b-f05f9ddec6b7",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1465pt\" height=\"114pt\" viewBox=\"0.00 0.00 1464.50 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1460pt\" height=\"114pt\" viewBox=\"0.00 0.00 1460.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1460.5,-110 1460.5,4 -4,4\"/>\n",
-       "<!-- subject.Subject.Protocol -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1456,-110 1456,4 -4,4\"/>\n",
+       "<!-- subject.Allele -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>subject.Subject.Protocol</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.Protocol\r",
+       "<title>subject.Allele</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"allele               \r",
+       "------------------------------\r",
+       "allele_standard_name=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"707.5,-27 583.5,-27 583.5,-8 707.5,-8 707.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"92,-106 17,-106 17,-71 92,-71 92,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"25\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject.Source -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
-       "<title>subject.Subject.Source</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
+       "<!-- subject.Zygosity -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>subject.Zygosity</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Subject\r",
+       "→ subject.Allele\r",
        "------------------------------\r",
-       "→ lab.Source\r",
+       "zygosity             \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"845,-27 726,-27 726,-8 845,-8 845,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"785.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"345,-35 242,-35 242,0 345,0 345,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"293.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M92.11,-76.64C132.46,-64.99 196.83,-46.41 241.91,-33.4\"/>\n",
+       "</g>\n",
        "<!-- subject.Allele.Source -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
+       "<g id=\"node8\" class=\"node\">\n",
        "<title>subject.Allele.Source</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Allele\r",
+       "<g id=\"a_node8\"><a xlink:title=\"→ subject.Allele\r",
        "------------------------------\r",
        "→ lab.Source\r",
        "source_identifier=&quot;&quot; \r",
        "source_url=&quot;&quot;        \r",
        "expression_data_url=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1456.5,-27 1346.5,-27 1346.5,-8 1456.5,-8 1456.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1401.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"109,-27 0,-27 0,-8 109,-8 109,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"54.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M54.5,-70.8C54.5,-57.08 54.5,-38.19 54.5,-27.27\"/>\n",
+       "</g>\n",
        "<!-- subject.Line.Allele -->\n",
-       "<g id=\"node4\" class=\"node\">\n",
+       "<g id=\"node15\" class=\"node\">\n",
        "<title>subject.Line.Allele</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Line\r",
+       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Line\r",
        "→ subject.Allele\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1328,-27 1231,-27 1231,-8 1328,-8 1328,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1279.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"223.5,-27 127.5,-27 127.5,-8 223.5,-8 223.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"175.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M83.48,-70.97C107.67,-57.18 141.19,-38.06 160.38,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Line -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>subject.Subject.Line</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ subject.Line\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"468,-27 363,-27 363,-8 468,-8 468,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"415.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject.Lab -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>subject.Subject.Lab</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.Lab\r",
-       "------------------------------\r",
-       "subject_alias=&quot;&quot;     \r",
+       "<!-- subject.Subject.User -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>subject.Subject.User</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"967.5,-27 863.5,-27 863.5,-8 967.5,-8 967.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"915.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1030.5,-27 922.5,-27 922.5,-8 1030.5,-8 1030.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"976.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Strain -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
+       "<g id=\"node5\" class=\"node\">\n",
        "<title>subject.Strain</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"strain               \r",
+       "<g id=\"a_node5\"><a xlink:title=\"strain               \r",
        "------------------------------\r",
        "strain_standard_name \r",
        "strain_desc=&quot;&quot;       \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"95,-106 18,-106 18,-71 95,-71 95,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"26\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1434,-106 1357,-106 1357,-71 1434,-71 1434,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1365\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Subject.Strain -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
+       "<g id=\"node13\" class=\"node\">\n",
        "<title>subject.Subject.Strain</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"→ subject.Subject\r",
+       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
        "→ subject.Strain\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"113,-27 0,-27 0,-8 113,-8 113,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"56.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1452,-27 1339,-27 1339,-8 1452,-8 1452,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1395.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
        "<title>subject.Strain-&gt;subject.Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M56.5,-70.8C56.5,-57.08 56.5,-38.19 56.5,-27.27\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1395.5,-70.8C1395.5,-57.08 1395.5,-38.19 1395.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- subject.Allele -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>subject.Allele</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"allele               \r",
+       "<!-- subject.SubjectDeath -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>subject.SubjectDeath</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "allele_standard_name=&quot;&quot; \r",
+       "death_date           \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1439,-106 1364,-106 1364,-71 1439,-71 1439,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1372\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1180,-35 1049,-35 1049,0 1180,0 1180,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1114.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M1401.5,-70.8C1401.5,-57.08 1401.5,-38.19 1401.5,-27.27\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1372.28,-70.97C1347.89,-57.18 1314.09,-38.06 1294.74,-27.12\"/>\n",
-       "</g>\n",
-       "<!-- subject.Zygosity -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>subject.Zygosity</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"→ subject.Subject\r",
-       "→ subject.Allele\r",
-       "------------------------------\r",
-       "zygosity             \r",
+       "<!-- subject.Subject.Protocol -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>subject.Subject.Protocol</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Protocol\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1213,-35 1110,-35 1110,0 1213,0 1213,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1161.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1321,-27 1198,-27 1198,-8 1321,-8 1321,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1259.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1363.74,-76.64C1323.21,-64.99 1258.57,-46.41 1213.31,-33.4\"/>\n",
-       "</g>\n",
        "<!-- subject.Subject -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
+       "<g id=\"node9\" class=\"node\">\n",
        "<title>subject.Subject</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"subject              \r",
+       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
        "------------------------------\r",
        "sex                  \r",
        "subject_birth_date   \r",
        "subject_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"694.5,-106 596.5,-106 596.5,-71 694.5,-71 694.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"604.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"901.5,-106 803.5,-106 803.5,-71 901.5,-71 901.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"811.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M645.5,-70.8C645.5,-57.08 645.5,-38.19 645.5,-27.27\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.34,-82.54C731.37,-74.84 593.32,-58.43 477.5,-35 466.69,-32.81 454.97,-29.85 444.66,-27.04\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Source -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
        "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M679.03,-70.97C707.02,-57.18 745.8,-38.06 768.01,-27.12\"/>\n",
+       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M803.24,-84.99C713.26,-79.82 516.56,-65.79 353.5,-35 350.74,-34.48 347.92,-33.89 345.09,-33.26\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
        "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M694.72,-75.27C736.89,-64.74 799.24,-49.07 853.5,-35 863.31,-32.46 873.98,-29.64 883.66,-27.06\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M882.2,-70.97C906.99,-57.18 941.34,-38.06 961.01,-27.12\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
        "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M596.15,-84.94C502.99,-79.57 295.11,-65.08 122.5,-35 110.75,-32.95 98,-29.95 86.86,-27.07\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject.Line -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
-       "<title>subject.Subject.Line</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ subject.Subject\r",
-       "------------------------------\r",
-       "→ subject.Line\r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1091.5,-27 985.5,-27 985.5,-8 1091.5,-8 1091.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.78,-74.52C944.17,-63.36 1005.58,-47.18 1051.53,-35.08\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
        "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M694.58,-81.32C759.46,-72.79 877.17,-56.04 976.5,-35 987.18,-32.74 998.77,-29.79 1009,-27.01\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M694.68,-84.24C778.53,-78.15 954.27,-63.05 1100.5,-35 1103.52,-34.42 1106.6,-33.77 1109.71,-33.07\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M901.54,-81.07C967.32,-72.16 1087.66,-54.91 1189.5,-35 1201.26,-32.7 1214.05,-29.81 1225.43,-27.08\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject.User -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
-       "<title>subject.Subject.User</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.User\r",
+       "<!-- subject.Subject.Source -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>subject.Subject.Source</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ lab.Source\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"239.5,-27 131.5,-27 131.5,-8 239.5,-8 239.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"185.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"604.5,-27 486.5,-27 486.5,-8 604.5,-8 604.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"545.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
-       "<g id=\"edge11\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M596.29,-82.98C520.94,-75.62 372.66,-59.37 248.5,-35 237.52,-32.84 225.61,-29.89 215.13,-27.07\"/>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Source -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.45,-77.05C755.09,-66.68 679.11,-50.16 613.5,-35 602.61,-32.48 590.77,-29.64 580.06,-27.04\"/>\n",
        "</g>\n",
        "<!-- subject.SubjectCullMethod -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
+       "<g id=\"node12\" class=\"node\">\n",
        "<title>subject.SubjectCullMethod</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
+       "<g id=\"a_node12\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
        "cull_method          \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"417,-35 258,-35 258,0 417,0 417,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"337.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"782.5,-35 622.5,-35 622.5,0 782.5,0 782.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
-       "<g id=\"edge12\" class=\"edge\">\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
        "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M596.36,-76.49C546.42,-65.3 468.48,-47.84 411.17,-35\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M816.57,-70.97C792.91,-60.09 762.05,-45.89 738.4,-35.01\"/>\n",
        "</g>\n",
-       "<!-- subject.SubjectDeath -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>subject.SubjectDeath</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Subject\r",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.68,-84.37C988.69,-78.32 1175.23,-63.09 1330.5,-35 1342.07,-32.91 1354.63,-29.9 1365.6,-27.02\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Lab -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>subject.Subject.Lab</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Lab\r",
        "------------------------------\r",
-       "death_date           \r",
+       "subject_alias=&quot;&quot;     \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"565.5,-35 435.5,-35 435.5,0 565.5,0 565.5,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"500.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"904,-27 801,-27 801,-8 904,-8 904,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"852.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
        "<g id=\"edge13\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M610.77,-70.97C587.9,-60.09 558.06,-45.89 535.2,-35.01\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M852.5,-70.8C852.5,-57.08 852.5,-38.19 852.5,-27.27\"/>\n",
        "</g>\n",
        "<!-- subject.Line -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
+       "<g id=\"node11\" class=\"node\">\n",
        "<title>subject.Line</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"line                 \r",
+       "<g id=\"a_node11\"><a xlink:title=\"line                 \r",
        "------------------------------\r",
        "line_description=&quot;&quot;  \r",
        "target_phenotype=&quot;&quot;  \r",
        "is_active            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1314.5,-106 1244.5,-106 1244.5,-71 1314.5,-71 1314.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1252.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"210,-106 141,-106 141,-71 210,-71 210,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"149\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
+       "<!-- subject.Line&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge14\" class=\"edge\">\n",
-       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1279.5,-70.8C1279.5,-57.08 1279.5,-38.19 1279.5,-27.27\"/>\n",
+       "<title>subject.Line-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M210.14,-77.54C257.39,-63.96 341.25,-39.85 385.79,-27.04\"/>\n",
        "</g>\n",
-       "<!-- subject.Line&#45;&gt;subject.Subject.Line -->\n",
+       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
        "<g id=\"edge15\" class=\"edge\">\n",
-       "<title>subject.Line-&gt;subject.Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1244.46,-77.47C1196.94,-63.86 1112.89,-39.8 1068.27,-27.02\"/>\n",
+       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M175.5,-70.8C175.5,-57.08 175.5,-38.19 175.5,-27.27\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fb5ab1e9310>"
+       "<datajoint.diagram.Diagram at 0x7fa4441df9a0>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -918,7 +929,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
+   "id": "5243a782-93da-40fa-b243-03ddcb230c1d",
    "metadata": {},
    "outputs": [
     {
@@ -1004,7 +1016,7 @@
        " (Total: 4)"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1015,59 +1027,59 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
+   "id": "7e48d7c0-b7bd-4f0b-abcb-1aedc69d5310",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"658pt\" height=\"114pt\" viewBox=\"0.00 0.00 658.00 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"662pt\" height=\"114pt\" viewBox=\"0.00 0.00 662.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 654,-110 654,4 -4,4\"/>\n",
-       "<!-- session.SessionDirectory -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 658,-110 658,4 -4,4\"/>\n",
+       "<!-- session.Session -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>session.SessionDirectory</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ session.Session\r",
-       "------------------------------\r",
-       "session_dir          \r",
+       "<title>session.Session</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
+       "session_datetime     \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"151,-35 0,-35 0,0 151,0 151,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"75.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"379,-106 275,-106 275,-71 379,-71 379,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"283\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session -->\n",
+       "<!-- session.ProjectSession -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>session.Session</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
-       "session_datetime     \r",
+       "<title>session.ProjectSession</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Project\r",
+       "→ session.Session\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"370,-106 267,-106 267,-71 370,-71 370,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"275\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"142,-35 0,-35 0,0 142,0 142,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"71\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
+       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
        "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M266.97,-72.87C227.96,-61.79 174.35,-46.57 133.78,-35.05\"/>\n",
+       "<title>session.Session-&gt;session.ProjectSession</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M274.89,-73.45C233.66,-62.34 176,-46.8 132.51,-35.08\"/>\n",
        "</g>\n",
-       "<!-- session.SessionNote -->\n",
+       "<!-- session.SessionDirectory -->\n",
        "<g id=\"node3\" class=\"node\">\n",
-       "<title>session.SessionNote</title>\n",
+       "<title>session.SessionDirectory</title>\n",
        "<g id=\"a_node3\"><a xlink:title=\"→ session.Session\r",
        "------------------------------\r",
-       "session_note         \r",
+       "session_dir          \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"298,-35 169,-35 169,0 298,0 298,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"233.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"312,-35 160,-35 160,0 312,0 312,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"236\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
        "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.SessionNote</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M297.92,-70.8C284.56,-59.95 267.21,-45.87 253.89,-35.05\"/>\n",
+       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M304.97,-70.8C290.66,-59.95 272.09,-45.87 257.83,-35.05\"/>\n",
        "</g>\n",
        "<!-- session.SessionExperimenter -->\n",
        "<g id=\"node4\" class=\"node\">\n",
@@ -1075,40 +1087,41 @@
        "<g id=\"a_node4\"><a xlink:title=\"→ session.Session\r",
        "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"491,-35 316,-35 316,0 491,0 491,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"403.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"506,-35 330,-35 330,0 506,0 506,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"418\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- session.Session&#45;&gt;session.SessionExperimenter -->\n",
        "<g id=\"edge3\" class=\"edge\">\n",
        "<title>session.Session-&gt;session.SessionExperimenter</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M339.08,-70.8C352.44,-59.95 369.79,-45.87 383.11,-35.05\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M349.03,-70.8C363.34,-59.95 381.91,-45.87 396.17,-35.05\"/>\n",
        "</g>\n",
-       "<!-- session.ProjectSession -->\n",
+       "<!-- session.SessionNote -->\n",
        "<g id=\"node5\" class=\"node\">\n",
-       "<title>session.ProjectSession</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ lab.Project\r",
-       "→ session.Session\r",
+       "<title>session.SessionNote</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ session.Session\r",
+       "------------------------------\r",
+       "session_note         \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"650,-35 509,-35 509,0 650,0 650,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"579.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"654,-35 524,-35 524,0 654,0 654,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"589\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
        "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.ProjectSession</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M370.07,-73.87C412.26,-62.71 472.08,-46.9 516.99,-35.02\"/>\n",
+       "<title>session.Session-&gt;session.SessionNote</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M379.08,-73.79C421.31,-62.66 480.99,-46.95 525.93,-35.11\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fb5ab1f7bb0>"
+       "<datajoint.diagram.Diagram at 0x7fa44434ba90>"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1119,6 +1132,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "c510fe4d-09ed-472f-830f-4401bd6830d0",
    "metadata": {},
    "source": [
     "(Workflow needs continued development to import geotyping tables)"
@@ -1126,31 +1140,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
+   "id": "1984077d-a9f2-4b17-8034-ee2af8f105f4",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)\n",
-    "## Not yet defined"
+    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)"
    ]
   },
   {
    "cell_type": "markdown",
+   "id": "b60f5f4c-d366-4034-a40d-2d2095cb2a14",
    "metadata": {},
    "source": [
     "## Explore each table"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "DataJoint provide tools to explore table definitions and table contents."
-   ]
-  },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
+   "id": "9c0821e1-9125-4c41-bc9c-567f53d0a5e5",
    "metadata": {},
    "outputs": [
     {
@@ -1165,16 +1174,27 @@
       "subject_description=\"\" : varchar(1024)                \n",
       "\n"
      ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'# Animal Subject\\nsubject              : varchar(32)                  \\n---\\nsex                  : enum(\\'M\\',\\'F\\',\\'U\\')            \\nsubject_birth_date   : date                         \\nsubject_description=\"\" : varchar(1024)                \\n'"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
     "# check table definition with describe()\n",
-    "subject.Subject.describe();"
+    "subject.Subject.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
+   "id": "504d55ed-25bd-4bb1-bce9-c516bd3595df",
    "metadata": {},
    "outputs": [
     {
@@ -1187,16 +1207,27 @@
       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\n",
       "\n"
      ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "\"-> subject.Subject\\n-> subject.Allele\\n---\\nzygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\\n\""
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
     "# check table definition with dependencies with describe()\n",
-    "subject.Zygosity.describe();"
+    "subject.Zygosity.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
+   "id": "1edded31-bdef-42fb-8f58-b42b9b186cf1",
    "metadata": {},
    "outputs": [
     {
@@ -1209,7 +1240,7 @@
        "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1222,6 +1253,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "f6c110c0-0966-4283-a0ba-a7de2ce69e25",
    "metadata": {},
    "source": [
     "## Insert data into Manual and Lookup tables"
@@ -1229,6 +1261,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "54cf050e-882e-4672-be31-1ca3df52fa58",
    "metadata": {},
    "source": [
     "Tables in this workflow are either manual tables or lookup tables. To insert into these tables, DataJoint provide method `.insert1()` and `insert()`."
@@ -1236,41 +1269,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "collapsed": true,
-    "jupyter": {
-     "outputs_hidden": true
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "ename": "DuplicateError",
-     "evalue": "(\"Duplicate entry 'subject1' for key 'PRIMARY'\", 'To ignore duplicate entries in insert, set skip_duplicates=True')",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mDuplicateError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_46675/2258948651.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# `insert1()` takes a dict or a tuple\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m subject.Subject.insert1(\n\u001b[0m\u001b[1;32m      3\u001b[0m     dict(subject='subject1', sex='M', subject_birth_date='2020-12-30', \n\u001b[1;32m      4\u001b[0m          subject_description='test animal'))\n\u001b[1;32m      5\u001b[0m subject.Subject.insert1(\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/table.py\u001b[0m in \u001b[0;36minsert1\u001b[0;34m(self, row, **kwargs)\u001b[0m\n\u001b[1;32m    264\u001b[0m         \u001b[0mFor\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msee\u001b[0m \u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    265\u001b[0m         \"\"\"\n\u001b[0;32m--> 266\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    268\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrows\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreplace\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskip_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mignore_extra_fields\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallow_direct_insert\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/table.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, rows, replace, skip_duplicates, ignore_extra_fields, allow_direct_insert)\u001b[0m\n\u001b[1;32m    335\u001b[0m                     'To ignore extra fields in insert, set ignore_extra_fields=True')\n\u001b[1;32m    336\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mDuplicateError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 337\u001b[0;31m                 raise err.suggest(\n\u001b[0m\u001b[1;32m    338\u001b[0m                     'To ignore duplicate entries in insert, set skip_duplicates=True')\n\u001b[1;32m    339\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mDuplicateError\u001b[0m: (\"Duplicate entry 'subject1' for key 'PRIMARY'\", 'To ignore duplicate entries in insert, set skip_duplicates=True')"
-     ]
-    }
-   ],
+   "execution_count": 15,
+   "id": "d5b43904-9711-4bce-8ae5-d0d797118dec",
+   "metadata": {},
+   "outputs": [],
    "source": [
-    "# `insert1()` takes a dict or a tuple\n",
     "subject.Subject.insert1(\n",
     "    dict(subject='subject1', sex='M', subject_birth_date='2020-12-30', \n",
-    "         subject_description='test animal'))\n",
+    "         subject_description='test animal'), skip_duplicates=True)\n",
     "subject.Subject.insert1(\n",
-    "    ('subject2', 'F', '2020-11-30', 'test animal'))"
+    "    ('subject2', 'F', '2020-11-30', 'test animal'), skip_duplicates=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "49d43ca2-2cd3-4659-849f-5bcc09c1367e",
+   "metadata": {},
+   "source": [
+    "`skip_duplicates=True` will prevent an error if you already have data for the primary keys in a given entry."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 16,
+   "id": "9bf2c953-7b4c-4a70-99fd-124a4d28171b",
    "metadata": {},
    "outputs": [
     {
@@ -1348,16 +1370,28 @@
        "<td>test animal</td></tr><tr><td>subject2</td>\n",
        "<td>F</td>\n",
        "<td>2020-11-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject3</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject4</td>\n",
+       "<td>M</td>\n",
+       "<td>2021-02-12</td>\n",
        "<td>test animal</td></tr><tr><td>subject5</td>\n",
        "<td>F</td>\n",
        "<td>2020-01-03</td>\n",
        "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
        "<td>2020-01-03</td>\n",
-       "<td>hneih_E105</td> </tr> </tbody>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>U</td>\n",
+       "<td>2020-08-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject8</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-09-30</td>\n",
+       "<td>test animal</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 4</p></div>\n",
+       "        <p>Total: 8</p></div>\n",
        "        "
       ],
       "text/plain": [
@@ -1365,12 +1399,16 @@
        "+----------+ +-----+ +------------+ +------------+\n",
        "subject1     M       2020-12-30     test animal   \n",
        "subject2     F       2020-11-30     test animal   \n",
+       "subject3     F       2020-12-30     test animal   \n",
+       "subject4     M       2021-02-12     test animal   \n",
        "subject5     F       2020-01-03     lmash_E105    \n",
        "subject6     M       2020-01-03     hneih_E105    \n",
-       " (Total: 4)"
+       "subject7     U       2020-08-30     test animal   \n",
+       "subject8     F       2020-09-30     test animal   \n",
+       " (Total: 8)"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1381,29 +1419,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 17,
+   "id": "7a10ddab-d0fd-45a0-8183-09c1b1933e0a",
    "metadata": {},
    "outputs": [],
    "source": [
     "# `insert()` takes a list of dicts or tuples\n",
     "subject.Subject.insert(\n",
     "    [dict(subject='subject3', sex='F', subject_birth_date='2020-12-30', \n",
-    "          subject_description='test animal'),\n",
+    "            subject_description='test animal'),\n",
     "     dict(subject='subject4', sex='M', subject_birth_date='2021-02-12', \n",
     "          subject_description='test animal')\n",
-    "    ]\n",
-    ")\n",
+    "    ],\n",
+    "    skip_duplicates=True)\n",
     "subject.Subject.insert(\n",
     "    [\n",
     "        ('subject7', 'U', '2020-08-30', 'test animal'),\n",
     "        ('subject8', 'F', '2020-09-30', 'test animal')\n",
-    "    ]\n",
-    ")"
+    "    ],\n",
+    "    skip_duplicates=True)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 18,
+   "id": "064ddaae-3410-47fc-be22-671d2afe7fb6",
    "metadata": {},
    "outputs": [
     {
@@ -1519,7 +1559,7 @@
        " (Total: 8)"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1530,6 +1570,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "c47691a0-b016-4092-a5ad-fefff93c54dd",
    "metadata": {},
    "source": [
     "For more documentation of insert, please refer to [DataJoint Docs](https://docs.datajoint.io/python/manipulation/1-Insert.html) and [DataJoint playground](https://playground.datajoint.io/)"
@@ -1537,6 +1578,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "13f8a8ed-2656-46d8-82ba-cdf130c4873e",
    "metadata": {},
    "source": [
     "## Insert into Manual and Lookup tables with Graphical User Interface"
@@ -1544,11 +1586,10 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4775dd80-8a54-47b7-a9ba-99995db9ff1a",
    "metadata": {},
    "source": [
-    "DataJoint Neuro also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows.\n",
-    "  \n",
-    "![DataJoint Labbook preview](../images/DataJoint_Labbook.png)"
+    "DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows. ![DataJoint Labbook preview](../images/DataJoint_Labbook.png)"
    ]
   }
  ],
@@ -1572,5 +1613,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 4
+ "nbformat_minor": 5
 }
diff --git a/requirements.txt b/requirements.txt
index b6227cd..eeb25c6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,4 +3,4 @@ element-lab
 element-animal
 element-session
 ipykernel
-pynwb
\ No newline at end of file
+pynwb==1.4.0
\ No newline at end of file
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index 389d941..93b8aae 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -1,9 +1,11 @@
 import datajoint as dj
+
 from element_lab import lab
-from element_animal import subject
+from element_animal import subject, genotyping
 from element_session import session
 
 from element_animal.subject import Subject
+from element_animal.genotyping import Sequence, BreedingPair, Cage, SubjectCaging, GenotypeTest
 from element_lab.lab import Source, Lab, Protocol, User, Project
 from element_session.session import Session
 
@@ -21,3 +23,5 @@
 
 Experimenter = lab.User
 session.activate(db_prefix + 'session', linking_module=__name__)
+
+genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)
\ No newline at end of file

From fd6ff4f33f29dadc07a1e6e1873ce8ba054183ec Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 16 Dec 2021 16:27:53 -0600
Subject: [PATCH 08/46] fixing readme typos

---
 README.md | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 0bd03b5..6654adc 100644
--- a/README.md
+++ b/README.md
@@ -6,13 +6,15 @@ This directory provides an example workflow to save the information related to l
 + [element-session](https://github.com/datajoint/element-session)
 
 This repository provides demonstrations for:
-Set up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
+Setting up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
 
 ## Workflow architecture
-The lab and animal management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together to a functional workflow.
+The lab and animal management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
 
 ### element-lab
 
+element-lab is used for all lab-general metadata, including personnel and projects. Many fields are optional, but may help for keeping track of lab members for multi-site projects or exporting data for publication.
+
 ![lab](images/lab_diagram.svg)
 
 ### element-animal
@@ -22,15 +24,15 @@ element-animal contains two modules, `subject` and `genotyping`.
 `subject` contains basic information of subjects.
 ![subject](images/subject_diagram2.svg)
 
-`genotyping` is designed for labs that handle animal care and genotyping themselves, which is optional.
+`genotyping` is designed for labs that handle animal care and genetic information themselves, which is optional.
 ![genotyping](images/genotyping_diagram2.svg)
 
 ### element-session
-`session` is designed to handle metadata related to data collection, including collection datetime, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
+`session` is designed to handle metadata related to data collection, including collection date-time, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
 ![session](images/session_diagram2.png)
 
 ### This workflow
-This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements more intact workflows, refer to:
+This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements in tandem with other data collection modalities, refer to:
 
 + [workflow-array-ephys](https://github.com/datajoint/workflow-array-ephys)
 + [workflow-calcium-imaging](https://github.com/datajoint/workflow-calcium-imaging)
@@ -132,7 +134,7 @@ create a new file `dj_local_conf.json` with the following template:
 }
 ```
 
-+ Specify database's `hostname`, `username`, and `password` properly.
++ Specify database's `hostname`, `username`, and `password` according to the database you plan to use (see [set-up instructions here](https://tutorials.datajoint.io/setting-up/get-database.html)).
 
 + Specify a `database.prefix` to create the schemas.
 
@@ -144,7 +146,9 @@ create a new file `dj_local_conf.json` with the following template:
 
 ## Interacting with the DataJoint pipeline and exploring data
 
-+ Connect to database and import tables
++ [Connect to database](https://tutorials.datajoint.io/setting-up/get-database.html)
+
++ Import tables
     ```
     from workflow_session.pipeline import *
     ```

From 7688006460e5232e80789a24b88cad2b04ddde9a Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 22 Dec 2021 18:45:31 -0600
Subject: [PATCH 09/46] start integration test add, WIP

---
 .gitignore                                    |  81 ++---
 CONTRIBUTING.md                               |   3 +
 apt-requirements.txt                          |   1 +
 docker-compose-test.yaml                      |  36 +++
 notebooks/2_Explore_Export.ipynb              |  43 +--
 requirements_test.txt                         |   3 +
 temp_test.ipynb                               | 281 +++++++++++++++++-
 tests/__init__.py                             | 179 +++++++++++
 tests/test_ingest.py                          |  31 ++
 tests/test_pipeline_generation.py             |  18 ++
 tests/test_populate.py                        |  11 +
 .../animal/_Other_Genotyping_Data_TBD.csv     |   0
 user_data/animal/line.csv                     |   3 +-
 user_data/animal/source.csv                   |   2 +-
 user_data/animal/strain.csv                   |   2 +-
 user_data/animal/subjects.csv                 |   4 +-
 user_data/lab/projects.csv                    |   2 +-
 workflow_session/ingest.py                    | 110 ++++---
 18 files changed, 680 insertions(+), 130 deletions(-)
 create mode 100644 CONTRIBUTING.md
 create mode 100644 apt-requirements.txt
 create mode 100644 docker-compose-test.yaml
 create mode 100644 requirements_test.txt
 create mode 100644 tests/__init__.py
 create mode 100644 tests/test_ingest.py
 create mode 100644 tests/test_pipeline_generation.py
 create mode 100644 tests/test_populate.py
 delete mode 100644 user_data/animal/_Other_Genotyping_Data_TBD.csv

diff --git a/.gitignore b/.gitignore
index 77113c7..5bb6f36 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,18 +1,9 @@
-# vscode
-.vscode
-
-# User data
-.DS_Store
-
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
 *$py.class
 
-# C extensions
-*.so
-
-# Distribution / packaging
+# Distribution, packaging, PyInstaller
 .Python
 env/
 build/
@@ -30,17 +21,10 @@ wheels/
 *.egg-info/
 .installed.cfg
 *.egg
-.idea/
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
 *.manifest
 *.spec
-
-# Installer logs
 pip-log.txt
-pip-delete-this-directory.txt
+pip-delete*.txt
 
 # Unit test / coverage reports
 htmlcov/
@@ -52,71 +36,50 @@ nosetests.xml
 coverage.xml
 *.cover
 .hypothesis/
+.pytest_cache/
+docker-compose.y*ml
 
-# Translations
+# C extension, Translations
+*.so
 *.mo
 *.pot
 
-# Django stuff:
+# editors: vscode, emacs, Mac
+.vscode
+**/*~
+**/#*#
+**/.#*
+.DS_Store
+
+# Django, Flask, Scrapy, Sphinx, mkdocs:
+# PyBuilder, Jupyter, SageMath, celery beat
 *.log
 local_settings.py
-
-# Flask stuff:
 instance/
 .webassets-cache
-
-# Scrapy stuff:
 .scrapy
 scratchpaper.*
-
-# Sphinx documentation
 docs/_build/
-
-# PyBuilder
+/site
 target/
-
-# Jupyter Notebook
 .ipynb_checkpoints
-
-# pyenv
-.python-version
-
-# celery beat schedule file
 celerybeat-schedule
-
-# SageMath parsed files
 *.sage.py
 
-# dotenv
+# dotenv, virtualenv, pyenv, mypy
 ./.env
-
-# virtualenv
 .venv
 venv/
 ENV/
+.python-version
+.mypy_cache/
 
-# Spyder project settings
+# Spyder/Rope project settings
 .spyderproject
 .spyproject
-
-# Rope project settings
 .ropeproject
 
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-
-# datajoint
+# datajoint, notes, nwb export
 dj_local_c*.json
-
-# notes, output nwb file from export NB
 temp*
-*nwb
-
-# emacs
-**/*~
-**/#*#
-**/.#*
-docker-compose.yml
+*nwb
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..f07cecb
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,3 @@
+# Contribution Guidelines
+
+This project follows the [DataJoint Contribution Guidelines](https://docs.datajoint.io/python/community/02-Contribute.html). Please reference the link for more full details.
\ No newline at end of file
diff --git a/apt-requirements.txt b/apt-requirements.txt
new file mode 100644
index 0000000..3daada4
--- /dev/null
+++ b/apt-requirements.txt
@@ -0,0 +1 @@
+locales-all
\ No newline at end of file
diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
new file mode 100644
index 0000000..56407b2
--- /dev/null
+++ b/docker-compose-test.yaml
@@ -0,0 +1,36 @@
+version: "2.4"
+x-net: &net
+  networks:
+      - main
+services:
+  db:
+    <<: *net
+    image: datajoint/mysql:5.7
+    environment:
+      - MYSQL_ROOT_PASSWORD=simple
+  workflow_array_ephys:
+    <<: *net
+    build:
+      context: .
+    image: workflow_session:v0.0.0
+    environment:
+      - DJ_HOST=db
+      - DJ_USER=root
+      - DJ_PASS=simple
+      - EPHYS_ROOT_DATA_DIR=/main/test_data
+      - DATABASE_PREFIX=test_
+    command:
+      - bash
+      - -c
+      - |
+        echo "------ INTEGRATION TESTS ------"
+        pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings
+        tail -f /dev/null
+    volumes:
+      - ${TEST_DATA_DIR}:/main/test_data
+      - ./apt_requirements.txt:/tmp/apt_requirements.txt
+    depends_on:
+      db:
+        condition: service_healthy
+networks:
+  main:
\ No newline at end of file
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index 9cea320..c1a1cf6 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -80,10 +80,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
-    "mylab_key = (lab.Lab & 'lab=\"LabA\"').fetch1('KEY')\n",
-    "myproj_key= (lab.Project & 'project=\"ProjA\"').fetch1('KEY')\n",
-    "myprot_key= (lab.Protocol() & 'protocol=\"ProtA\"').fetch1('KEY')"
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')"
    ]
   },
   {
@@ -91,34 +88,40 @@
    "id": "902e050c-3133-4fb7-850d-f0b954e1b634",
    "metadata": {},
    "source": [
-    "Get export function and related pynwb dependency, then export with keys from prev step."
+    "Get export from element-session, then export with keys from prev step."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "from element_session.export import session_to_nwb"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "fdc6d3c7-8f4d-41c8-af6f-5c63ab68e316",
+   "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on function session_to_nwb in module element_session.export.nwb:\n",
-      "\n",
-      "session_to_nwb(session_key)\n",
-      "    Generate one NWBFile object representing all session-level information,\n",
-      "      including session identifier, description, start time, etc.\n",
-      "    \n",
-      "    :param session_key: entry in session.Session table\n",
-      "    :return: NWBFile object\n",
-      "\n"
+     "ename": "DataJointError",
+     "evalue": "fetch1 requires exactly one tuple in the input set.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mDataJointError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_1373/2627209259.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubject\u001b[0m\u001b[0;34m&\u001b[0m\u001b[0;34m\"subject!='subject5'\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch1\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/fetch.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, squeeze, download_path, *attrs)\u001b[0m\n\u001b[1;32m    246\u001b[0m             \u001b[0mret\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    247\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mret\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 248\u001b[0;31m                 \u001b[0;32mraise\u001b[0m \u001b[0mDataJointError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'fetch1 requires exactly one tuple in the input set.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    249\u001b[0m             ret = dict((name, _get(self._expression.connection, heading[name], ret[name],\n\u001b[1;32m    250\u001b[0m                                    squeeze=squeeze, download_path=download_path))\n",
+      "\u001b[0;31mDataJointError\u001b[0m: fetch1 requires exactly one tuple in the input set."
      ]
     }
    ],
    "source": [
-    "from element_session.export import session_to_nwb_dict, session_to_nwb\n",
-    "help(session_to_nwb)"
+    "(subject.Subject&\"subject!='subject5'\").fetch1()"
    ]
   },
   {
diff --git a/requirements_test.txt b/requirements_test.txt
new file mode 100644
index 0000000..e76c2da
--- /dev/null
+++ b/requirements_test.txt
@@ -0,0 +1,3 @@
+pytest
+pytest-cov
+djarchive-client @ git+https://github.com/datajoint/djarchive-client.git
\ No newline at end of file
diff --git a/temp_test.ipynb b/temp_test.ipynb
index 5a691f8..6aff50c 100644
--- a/temp_test.ipynb
+++ b/temp_test.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3f1d9665-2983-425c-b4a6-8e6d45f1ad34",
+   "metadata": {},
+   "source": [
+    "## Initial Dev"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -207,11 +215,282 @@
     "if [x for x in (a, b,c) if x is not None]: print('g')"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "1764858b-2470-4b81-b02a-dd0121d46210",
+   "metadata": {},
+   "source": [
+    "## Orig ingest, before generalize"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 29,
+   "id": "e5e9d016-f2a7-4db5-9d8f-c4a6c06f693c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "---- Inserting 0 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into project table ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',\n",
+    "                project_csv_path='./user_data/lab/projects.csv',\n",
+    "                pubs_csv_path='./user_data/lab/publications.csv',\n",
+    "                keyw_csv_path='./user_data/lab/keywords.csv',\n",
+    "                protocol_csv_path='./user_data/lab/protocols.csv',\n",
+    "                skip_duplicates=True, ignore_extra_fields=True):\n",
+    "        # -------------- Insert new \"Lab\" --------------\n",
+    "    with open(lab_csv_path, newline= '') as f:\n",
+    "        input_labs = list(csv.DictReader(f, delimiter=','))\n",
+    "\n",
+    "    prev_len = len(lab.Lab())\n",
+    "    lab.Lab.insert(input_labs, skip_duplicates=skip_duplicates,\n",
+    "                               ignore_extra_fields=ignore_extra_fields)\n",
+    "    lab.Location.insert(input_labs, skip_duplicates=skip_duplicates,\n",
+    "                               ignore_extra_fields=ignore_extra_fields)\n",
+    "    insert_len = len(lab.Lab()) - prev_len\n",
+    "    \n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into lab tables ----')\n",
+    "\n",
+    "    # -------------- Insert new \"Project\" --------------\n",
+    "    with open(project_csv_path, newline= '') as f:\n",
+    "        input_projs = list(csv.DictReader(f, delimiter=','))\n",
+    "    \n",
+    "    prev_len = len(lab.Project())\n",
+    "    lab.Project.insert(input_projs, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    insert_len = len(lab.Project()) - prev_len\n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into project table ----')\n",
+    "\n",
+    "    # -------------- Insert publications + keywords --------------\n",
+    "    with open(pubs_csv_path, newline= '') as f:\n",
+    "        input_pubs = list(csv.DictReader(f, delimiter=','))\n",
+    "    with open(keyw_csv_path, newline= '') as f:\n",
+    "        input_keyw = list(csv.DictReader(f, delimiter=','))\n",
+    "    \n",
+    "    prev_len = len(lab.Project.Publication()) + len(lab.Project.Keywords())\n",
+    "    lab.Project.Publication.insert(input_pubs, skip_duplicates=skip_duplicates,\n",
+    "                                               ignore_extra_fields=ignore_extra_fields)\n",
+    "    lab.Project.Keywords.insert(input_keyw, skip_duplicates=skip_duplicates,\n",
+    "                                            ignore_extra_fields=ignore_extra_fields)\n",
+    "    insert_len = len(lab.Project.Publication()) + len(lab.Project.Keywords()) - prev_len\n",
+    "    \n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into publication/keyword tables ----')\n",
+    "\n",
+    "    # -------------- Insert new \"Protocol\" --------------\n",
+    "    with open(protocol_csv_path, newline= '') as f:\n",
+    "        input_prots = list(csv.DictReader(f, delimiter=','))\n",
+    "    prev_len = len(lab.Protocol())\n",
+    "    lab.Protocol.insert(input_prots, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    lab.ProtocolType.insert(input_prots, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    insert_len = len(lab.Protocol()) - prev_len\n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into protocol tables ----')\n",
+    "\n",
+    "def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):\n",
+    "    # -------------- Insert new \"Subject\" --------------\n",
+    "    with open(subject_csv_path, newline= '') as f:\n",
+    "        input_subjects = list(csv.DictReader(f, delimiter=','))\n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into subject tables ----')\n",
+    "    subject.Subject.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    subject.SubjectDeath.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    ## Skipped allele info\n",
+    "\n",
+    "def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):\n",
+    "    with open(session_csv_path, newline= '') as f:\n",
+    "        input_sessions = list(csv.DictReader(f, delimiter=','))\n",
+    "\n",
+    "    print(f'\\n---- Inserting {insert_len} entry(s) into session.Session ----')\n",
+    "    session.Session.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "    session.SessionDirectory.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
+    "                                    ignore_extra_fields=ignore_extra_fields)\n",
+    "\n",
+    "    ## Type Error: 'NoneType' object is not iterable\n",
+    "    # session.SessionNote.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
+    "                                    # ignore_extra_fields=ignore_extra_fields)\n",
+    "\n",
+    "\n",
+    "if __name__ == '__main__':\n",
+    "    ingest_lab()\n",
+    "    ingest_subjects()\n",
+    "    ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
    "id": "91347a4f-9024-4a33-a1b1-42d903d9b132",
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Volumes/GoogleDrive/My Drive/NWB/workflow-session'"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pwd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "08b9898a-d07f-4baa-8bf9-6344fa0a7a82",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n"
+     ]
+    }
+   ],
+   "source": [
+    "import datajoint as dj; dj.conn()\n",
+    "import pathlib\n",
+    "import csv\n",
+    "import re\n",
+    "from workflow_session.pipeline import lab, subject, session\n",
+    "from workflow_session.paths import get_root_data_dir\n",
+    "import element_data_loader.utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "6bbc3fb1-01bb-42c9-ac99-83398e49a7a6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "---- Inserting 0 entry(s) into #location ----\n"
+     ]
+    },
+    {
+     "ename": "AttributeError",
+     "evalue": "'dict' object has no attribute 'insert'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_7090/3634625444.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mworkflow_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mingest\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mingest_lab\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m \u001b[0mingest_subjects\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m\u001b[0mingest_sessions\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m/Volumes/GoogleDrive/My Drive/NWB/workflow-session/workflow_session/ingest.py\u001b[0m in \u001b[0;36mingest_lab\u001b[0;34m(lab_csv_path, project_csv_path, pubs_csv_path, keyw_csv_path, protocol_csv_path, skip_duplicates)\u001b[0m\n\u001b[1;32m     55\u001b[0m             [lab.Protocol(), lab.ProtocolType()]]\n\u001b[1;32m     56\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 57\u001b[0;31m     \u001b[0mingest_general\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcsvs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtables\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskip_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mskip_duplicates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     58\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     59\u001b[0m def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv',\n",
+      "\u001b[0;32m/Volumes/GoogleDrive/My Drive/NWB/workflow-session/workflow_session/ingest.py\u001b[0m in \u001b[0;36mingest_general\u001b[0;34m(csvs, tables, skip_duplicates)\u001b[0m\n\u001b[1;32m     25\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mt\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtable\u001b[0m\u001b[0;34m:\u001b[0m                        \u001b[0;31m# loop multiple tables\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     26\u001b[0m                 \u001b[0mprev_len\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m                  \u001b[0;31m# measure prev length\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 27\u001b[0;31m                 t.insert(data, skip_duplicates=skip_duplicates, # insert\n\u001b[0m\u001b[1;32m     28\u001b[0m                          ignore_extra_fields=True) # must be true for csvs w/mult tables\n\u001b[1;32m     29\u001b[0m                 \u001b[0minsert_len\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mprev_len\u001b[0m     \u001b[0;31m# report length change\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: 'dict' object has no attribute 'insert'"
+     ]
+    }
+   ],
+   "source": [
+    "from workflow_session.ingest import *\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "3b2f2ff2-c6b4-489e-94be-b98dbfdfea12",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "lab                  : varchar(24)                  # Abbreviated lab name\n",
+      "---\n",
+      "lab_name             : varchar(255)                 # full lab name\n",
+      "institution          : varchar(255)                 \n",
+      "address              : varchar(255)                 \n",
+      "time_zone            : varchar(32)                  # UTC offset suggested e.g., UTC+1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "table=[lab.Lab()]\n",
+    "for t in table:\n",
+    "    t.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "f9fb0145-30ee-46f6-9f2c-bd0945be2f02",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[*lab     lab_name       institution    address        time_zone    \n",
+      "+------+ +------------+ +------------+ +------------+ +-----------+\n",
+      "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
+      "LabB     The Other Lab  Other Uni      Oxford OX1 2JD UTC+0        \n",
+      " (Total: 2)\n",
+      "]\n"
+     ]
+    }
+   ],
+   "source": [
+    "if not isinstance(lab.Lab(),list): print([lab.Lab()])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "c56a3e3c-76a3-473f-970a-5507dee55d20",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "element_lab.lab.Lab"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(lab.Lab())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cfd86c54-b602-46e5-b2ff-b66a1f41a879",
+   "metadata": {},
    "outputs": [],
    "source": []
   }
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..a83b198
--- /dev/null
+++ b/tests/__init__.py
@@ -0,0 +1,179 @@
+# dependencies: pip install pytest pytest-cov
+# run all tests: pytest -sv --cov-report term-missing --cov=workflow-array-ephys -p no:warnings tests/
+# run one test, debug: pytest [above options] --pdb tests/tests_name.py -k function_name
+
+import os
+import pytest
+import pandas as pd
+import pathlib
+import numpy as np
+import datajoint as dj
+
+import workflow_session
+from workflow_session.paths import get_root_data_dir
+import element_data_loader.utils
+
+
+# ------------------- SOME CONSTANTS -------------------
+
+_tear_down = True
+
+test_user_data_dir = pathlib.Path('./tests/user_data')
+test_user_data_dir.mkdir(exist_ok=True)
+
+# ------------------- FIXTURES -------------------
+
+@pytest.fixture(autouse=True)
+def dj_config():
+    """ If dj_local_config exists, load"""
+    if pathlib.Path('./dj_local_conf.json').exists():
+        dj.config.load('./dj_local_conf.json')
+    dj.config['safemode'] = False
+    dj.config['custom'] = {
+        'database.prefix': (os.environ.get('DATABASE_PREFIX')
+                            or dj.config['custom']['database.prefix']),
+        'root_data_dir': (os.environ.get('ROOT_DATA_DIR')
+                          or dj.config['custom']['root_data_dir'])
+    }
+    return
+
+
+@pytest.fixture
+def pipeline():
+    from workflow_session import pipeline
+
+    yield {'subject':           pipeline.subject,
+           'lab':               pipeline.lab,
+           'session':           pipeline.session,
+           'get_root_data_dir': pipeline.get_root_data_dir}
+
+    if _tear_down:
+        pipeline.subject.Subject.delete()
+
+@pytest.fixture
+def lab_csv():
+    input_lab = pd.DataFrame(columns=['lab', 'lab_name','institution',
+                                      'address','time_zone','location',
+                                      'location_description'])
+    input_lab.lab = ['LabA','LabB']
+    input_lab.lab_name = ['The Example Lab','The Other Lab']
+    input_lab.institution = ['Example Uni','Other Uni']
+    input_lab.address = ['221B Baker St,London NW1 6XE,UK','Oxford OX1 2JD, United Kingdom']
+    input_lab.time_zone = ['UTC+0','UTC+0']
+    input_lab.location = ['Example Building','Other Building']
+    input_lab.location_description = ['2nd floor lab dedicated to all fictional experiments.',
+                                      'fictional campus dedicated to imaginary experiments.']
+    lab_csv_path = pathlib.Path('./tests/user_data/lab/labs.csv')
+    input_lab.to_csv(lab_csv_path)  # write csv file
+    yield input_lab, lab_csv_path
+    lab_csv_path.unlink()  # delete csv file after use
+
+@pytest.fixture
+def lab_proj_csv():
+    input_lab_proj = pd.DataFrame(columns=['project','project_description','repositoryurl','repositoryname','pharmacology','viruses','slices','stimulus','surgery','codeurl'])
+    input_lab_proj.project = ['ProjA','ProjB']
+    input_lab_proj.project_description = ['Example project to populate element-lab',
+                                          'Other example project to populate element-lab']
+    input_lab_proj.repositoryurl = ['https://github.com/datajoint/element-lab/',
+                                    'https://github.com/datajoint/element-session/']
+    input_lab_proj.repositoryname = ['element-lab','element-session']
+    input_lab_proj.pharmacology = ['Subjects were administered 10ul sedative prior to surgery','']
+    input_lab_proj.viruses = ['Exemplarvirus administered 10d before experimental session',
+                              'Exemplarvirus administered 8d study']
+    input_lab_proj.slices = ['','']
+    input_lab_proj.stimulus = ['videos generated programmatically see repository','']
+    input_lab_proj.surgery = ['Craniotomy performed by session experimenter','']
+    input_lab_proj.codeurl = ['https://github.com/datajoint/element-lab/tree/main/element_lab',
+                              'https://github.com/datajoint/element-session/tree/main/element_session']
+    lab_proj_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
+    input_lab_proj.to_csv(lab_proj_csv_path)  # write csv file
+    yield input_lab_proj, lab_proj_csv_path
+    lab_proj_csv_path.unlink()
+
+@pytest.fixture
+def lab_pubs_csv():
+    input_lab_pubs = pd.DataFrame(columns=['project','publication'])
+    input_lab_pubs.project = ['ProjA','ProjA']
+    input_lab_pubs.publication = ['arXiv:1807.11104','arXiv:1807.11104v1']
+    lab_pubs_csv_path = pathlib.Path('./tests/user_data/lab/publications.csv')
+    input_lab_X.to_csv(lab_X_csv_path)  # write csv file
+    yield input_lab_pubs, lab_pubs_csv_path
+    lab_pubs_csv_path.unlink()
+
+@pytest.fixture
+def lab_keyw_csv():
+    input_lab_keyw = pd.DataFrame(columns=['project','keyword'])
+    input_lab_keyw.project = ['ProjA','ProjA','ProjB']
+    input_lab_keyw.keyword = ['Study','Example','Alternate']
+    lab_keyw_csv_path = pathlib.Path('./tests/user_data/lab/keywords.csv')
+    input_lab_keyw.to_csv(lab_keyw_csv_path)  # write csv file
+    yield input_lab_keyw, lab_keyw_csv_path
+    lab_keyw_csv_path.unlink()
+
+@pytest.fixture
+def lab_prot_csv():
+    input_lab_prot = pd.DataFrame(columns=['protocol','protocol_type','protocol_description'])
+    input_lab_prot.protocol = ['ProtA','ProtB']
+    input_lab_prot.protocol_type = ['IRB expedited review','Alternative Method']
+    input_lab_prot.protocol_description = ['Protocol for managing data ingestion','Limited protocol for piloting only']
+    lab_prot_csv_path = pathlib.Path('./tests/user_data/lab/protocols.csv')
+    input_lab_prot.to_csv(lab_prot_csv_path)  # write csv file
+    yield input_lab_prot, lab_prot_csv_path
+    lab_prot_csv_path.unlink()
+
+@pytest.fixture
+def subjects_csv():
+    """ Create a 'subjects.csv' file"""
+    input_subjects = pd.DataFrame(columns=['subject', 'sex',
+                                           'subject_birth_date',
+                                           'subject_description',
+                                           'death_date','cull_method'])
+    input_subjects.subject = ['subject5', 'subject6']
+    input_subjects.sex = ['F', 'M']
+    input_subjects.subject_birth_date = ['2020-01-01 00:00:01', '2020-01-01 00:00:01']
+    input_subjects.subject_description = ['rich', 'manuel']
+    input_sessions.death_date= ['2020-10-02 00:00:01', '2020-10-03 00:00:01']
+    input_sessions.cull_method = ['natural causes', 'natural causes']
+    input_subjects = input_subjects.set_index('subject')
+
+    subjects_csv_path = pathlib.Path('./tests/user_data/animal/subjects.csv')
+    input_subjects.to_csv(subjects_csv_path)  # write csv file
+
+    yield input_subjects, subjects_csv_path
+
+    subjects_csv_path.unlink()  # delete csv file after use
+
+
+@pytest.fixture
+def ingest_subjects(pipeline, subjects_csv):
+    from workflow_session.ingest import ingest_subjects
+    _, subjects_csv_path = subjects_csv
+    ingest_subjects(subject_csv_path=subjects_csv_path)
+    return
+
+
+@pytest.fixture
+def sessions_csv(test_data):
+    """ Create a 'sessions.csv' file"""
+    input_sessions = pd.DataFrame(columns=['subject', 'session_dir'])
+    input_sessions.subject = ['subject1', 'subject2', 'subject2',
+                              'subject3', 'subject4', 'subject5',
+                              'subject6']
+    input_sessions.session_dir = sessions_dirs
+    input_sessions = input_sessions.set_index('subject')
+
+    sessions_csv_path = pathlib.Path('./tests/user_data/sessions.csv')
+    input_sessions.to_csv(sessions_csv_path)  # write csv file
+
+    yield input_sessions, sessions_csv_path
+
+    sessions_csv_path.unlink()  # delete csv file after use
+
+
+@pytest.fixture
+def ingest_sessions(ingest_subjects, sessions_csv):
+    from workflow_session.ingest import ingest_sessions
+    _, sessions_csv_path = sessions_csv
+    ingest_sessions(sessions_csv_path)
+    return
+
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
new file mode 100644
index 0000000..e333d55
--- /dev/null
+++ b/tests/test_ingest.py
@@ -0,0 +1,31 @@
+import sys
+import pathlib
+
+from . import (dj_config, pipeline, test_data,
+               subjects_csv, ingest_subjects,
+               sessions_csv, ingest_sessions,
+               testdata_paths)
+
+
+def test_ingest_subjects(pipeline, ingest_subjects):
+    """Check length of subject.Subject"""
+    subject = pipeline['subject']
+    assert len(subject.Subject()) == 6
+
+
+def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
+    ephys = pipeline['ephys']
+    probe = pipeline['probe']
+    session = pipeline['session']
+    get_ephys_root_data_dir = pipeline['get_ephys_root_data_dir']
+
+    assert len(session.Session()) == 7
+
+    sessions, _ = sessions_csv
+    sess = sessions.iloc[0]
+
+    assert (session.SessionDirectory
+            & {'subject': sess.name}).fetch1('session_dir') == sess.session_dir
+
+def test_ingest_lab():
+    pass
\ No newline at end of file
diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
new file mode 100644
index 0000000..9837a68
--- /dev/null
+++ b/tests/test_pipeline_generation.py
@@ -0,0 +1,18 @@
+from . import dj_config, pipeline
+
+
+def test_generate_pipeline(pipeline):
+    subject = pipeline['subject']
+    ephys = pipeline['ephys']
+    probe = pipeline['probe']
+    session = pipeline['session']
+
+    subject_tbl, *_ = session.Session.parents(as_objects=True)
+
+    # test elements connection from lab, subject to Session
+    assert subject_tbl.full_table_name == subject.Subject.full_table_name
+
+    # test elements connection from Session to probe, ephys
+    session_tbl, probe_tbl = ephys.ProbeInsertion.parents(as_objects=True)
+    assert session_tbl.full_table_name == session.Session.full_table_name
+    assert probe_tbl.full_table_name == probe.Probe.full_table_name
diff --git a/tests/test_populate.py b/tests/test_populate.py
new file mode 100644
index 0000000..f2b9aa8
--- /dev/null
+++ b/tests/test_populate.py
@@ -0,0 +1,11 @@
+import numpy as np
+
+from . import (dj_config, pipeline, test_data,
+               subjects_csv, ingest_subjects,
+               sessions_csv, ingest_sessions)
+
+
+def test_nwb_export():
+    # test with and without subj insertion
+    # with and without modules active?
+    pass
diff --git a/user_data/animal/_Other_Genotyping_Data_TBD.csv b/user_data/animal/_Other_Genotyping_Data_TBD.csv
deleted file mode 100644
index e69de29..0000000
diff --git a/user_data/animal/line.csv b/user_data/animal/line.csv
index 5e53f5c..79b813d 100644
--- a/user_data/animal/line.csv
+++ b/user_data/animal/line.csv
@@ -1 +1,2 @@
-line, line_description, target_phenotype, is_active
\ No newline at end of file
+line, line_description, target_phenotype, is_active
+C57BL/6J
\ No newline at end of file
diff --git a/user_data/animal/source.csv b/user_data/animal/source.csv
index c3cc2ac..5437003 100644
--- a/user_data/animal/source.csv
+++ b/user_data/animal/source.csv
@@ -1 +1 @@
-allele, source_identifier, source_url, expression_data_url
\ No newline at end of file
+allele, source_identifier, source_url, expression_data_url
diff --git a/user_data/animal/strain.csv b/user_data/animal/strain.csv
index 88341fd..e4b7430 100644
--- a/user_data/animal/strain.csv
+++ b/user_data/animal/strain.csv
@@ -1 +1 @@
-strain, strain_standard_name, strain_desc
\ No newline at end of file
+strain, strain_standard_name, strain_desc
diff --git a/user_data/animal/subjects.csv b/user_data/animal/subjects.csv
index 3ce4aaa..862269b 100644
--- a/user_data/animal/subjects.csv
+++ b/user_data/animal/subjects.csv
@@ -1,3 +1,3 @@
 subject,sex,subject_birth_date,subject_description,death_date,cull_method
-subject5,F,2020-01-03,lmash_E105,2020-10-02,natural causes
-subject6,M,2020-01-03,hneih_E105,2020-10-03,natural causes
\ No newline at end of file
+subject5,F,2020-01-01 00:00:01,rich,2020-10-02 00:00:01,natural causes
+subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
\ No newline at end of file
diff --git a/user_data/lab/projects.csv b/user_data/lab/projects.csv
index e4ad602..27a01c6 100644
--- a/user_data/lab/projects.csv
+++ b/user_data/lab/projects.csv
@@ -1,3 +1,3 @@
 project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl
 ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,Exemplarvirus administered 10d before experimental session,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab
-ProjB,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,,Exemplarvirus administered 10d before experimental session,,,,https://github.com/datajoint/element-lab/tree/main/element_lab
+ProjB,Other example project to populate element-lab,https://github.com/datajoint/element-session/,element-session,,Exemplarvirus administered 8d study,,,,https://github.com/datajoint/element-session/tree/main/element_session
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 849318b..8b0c189 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -7,60 +7,82 @@
 from workflow_session.paths import get_root_data_dir
 import element_data_loader.utils
 
+def ingest_general(csvs, tables,               # take list of csvs/dj tables
+                   skip_duplicates=True):
+    """
+    Inserts data from a series of csvs into their corresponding table:
+        e.g., ingest_general(['./lab_data.csv', './proj_data.csv'],
+                                 [lab.Lab(),lab.Project()]
+    ingest_general(csvs, tables, skip_duplicates=True, ignore_extra_fields=True)
+        :param csvs: list of relative paths to CSV files
+        :param tables: list of datajoint tables with ()
+    """
+    for insert, table in zip(csvs, tables):    # loop through lists
+        with open(insert, newline='') as f:    # read csvs
+            data = list(csv.DictReader(f, delimiter=','))
+        prev_len = len(table)                  # measure prev length
+        table.insert(data, skip_duplicates=skip_duplicates, # insert
+              ignore_extra_fields=True)        # must be true for csvs w/mult tables
+        insert_len = len(table) - prev_len     # report length change
+        print(f'\n---- Inserting {insert_len} entry(s) into {table.table_name} ----')
+
+    # TODO: permit embedded lists
+
 def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
                 project_csv_path='./user_data/lab/projects.csv',
                 pubs_csv_path='./user_data/lab/publications.csv',
                 keyw_csv_path='./user_data/lab/keywords.csv',
-                protocol_csv_path='./user_data/lab/protocols.csv'
-                ):
-    # -------------- Insert new "Lab" --------------
-    with open(lab_csv_path, newline= '') as f:
-        input_labs = list(csv.DictReader(f, delimiter=','))
-    print(f'\n---- Insert {len(input_labs)} entry(s) into lab tables ----')
-    lab.Lab.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)
-    lab.Location.insert(input_labs, skip_duplicates=True, ignore_extra_fields=True)
-    # -------------- Insert new "Project" --------------
-    with open(project_csv_path, newline= '') as f:
-        input_projs = list(csv.DictReader(f, delimiter=','))
-    print(f'\n---- Insert {len(input_projs)} entry(s) into project table ----')
-    lab.Project.insert(input_projs, skip_duplicates=True, ignore_extra_fields=True)
-    # -------------- Insert publications + keywords --------------
-    with open(pubs_csv_path, newline= '') as f:
-        input_pubs = list(csv.DictReader(f, delimiter=','))
-    with open(keyw_csv_path, newline= '') as f:
-        input_keyw = list(csv.DictReader(f, delimiter=','))
-    print(f'\n---- Insert entry(s) into publication/keyword tables ----')
-    lab.Project.Publication.insert(input_pubs, skip_duplicates=True, ignore_extra_fields=True)
-    lab.Project.Keywords.insert(input_keyw, skip_duplicates=True, ignore_extra_fields=True)
+                protocol_csv_path='./user_data/lab/protocols.csv',
+                skip_duplicates=True):
+    """
+    Inserts data from a series of csvs into their corresponding lab schema tables.
+    By default, uses data from workflow_session/user_data/lab/
+    :param lab_csv_path:      relative path of lab csv
+    :param project_csv_path:  relative path of project csv
+    :param pubs_csv_path:     relative path of publication csv
+    :param keyw_csv_path:     relative path of keyword csv
+    :param protocol_csv_path: relative path of protocol csv
+    :param skip_duplicates=True: datajoint insert function param
+    """
+
+    # List with repeats for when mult dj.tables fed by same CSV
+    csvs = [lab_csv_path, lab_csv_path,
+            project_csv_path, pubs_csv_path, keyw_csv_path,
+            protocol_csv_path, protocol_csv_path]
+    tables=[lab.Lab(), lab.Location(),
+            lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
+            lab.Protocol(), lab.ProtocolType()]
 
-    # -------------- Insert new "Protocol" --------------
-    with open(protocol_csv_path, newline= '') as f:
-        input_prots = list(csv.DictReader(f, delimiter=','))
-    print(f'\n---- Insert {len(input_prots)} entry(s) into protocol tables ----')
-    lab.Protocol.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)
-    lab.ProtocolType.insert(input_prots, skip_duplicates=True, ignore_extra_fields=True)
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
-def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):
-    # -------------- Insert new "Subject" --------------
-    with open(subject_csv_path, newline= '') as f:
-        input_subjects = list(csv.DictReader(f, delimiter=','))
-    print(f'\n---- Insert {len(input_subjects)} entry(s) into subject tables ----')
-    subject.Subject.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
-    subject.SubjectDeath.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
-    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=True, ignore_extra_fields=True)
-    ## Skipped allele info
+def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv',
+                    skip_duplicates=True):
+    """
+    Inserts data from a subject csv into corresponding subject schema tables
+    By default, uses data from workflow_session/user_data/animal/
+    :param subject_csv_path:     relative path of subject csv
+    :param skip_duplicates=True: datajoint insert function param
+    """
+    csvs = [subject_csv_path, subject_csv_path, subject_csv_path]
+    tables=[subject.Subject(),subject.SubjectDeath(),
+            subject.SubjectCullMethod()]
 
-def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):
-    with open(session_csv_path, newline= '') as f:
-        input_sessions = list(csv.DictReader(f, delimiter=','))
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
-    print(f'\n---- Insert {len(input_sessions)} entry(s) into session.Session ----')
-    session.Session.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
-    session.SessionDirectory.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+    # TODO: add allele and genotyping data
 
-    ## Type Error: 'NoneType' object is not iterable
-    # session.SessionNote.insert(input_sessions, skip_duplicates=True, ignore_extra_fields=True)
+def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
+                    skip_duplicates=True):
+    """
+    Inserts data from a sessions csv into corresponding session schema tables
+    By default, uses data from workflow_session/user_data/session/
+    :param session_csv_path:     relative path of subject csv
+    :param skip_duplicates=True: datajoint insert function param
+    """
+    csvs = [session_csv_path,session_csv_path,session_csv_path]
+    tables=[session.Session(),session.SessionDirectory(),session.SessionNote()]
 
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
 if __name__ == '__main__':
     ingest_lab()

From c73dcf670615e520323e8f40b57a6d386ee25cd9 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 23 Dec 2021 16:10:30 -0600
Subject: [PATCH 10/46] coverage tests: ingest & pipeline

---
 CHANGELOG.md                      |  22 +++++
 setup.py                          |   4 +-
 tests/__init__.py                 | 159 ++++++++++++++++++++----------
 tests/test_export.py              |  11 +++
 tests/test_ingest.py              |  40 +++++---
 tests/test_pipeline_generation.py |  22 ++---
 tests/test_populate.py            |  11 ---
 user_data/lab/projusers.csv       |   5 +
 user_data/lab/users.csv           |   6 +-
 workflow_session/__init__.py      |   4 +-
 workflow_session/ingest.py        |  11 ++-
 11 files changed, 203 insertions(+), 92 deletions(-)
 create mode 100644 CHANGELOG.md
 create mode 100644 tests/test_export.py
 delete mode 100644 tests/test_populate.py
 create mode 100644 user_data/lab/projusers.csv

diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 0000000..abad20e
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,22 @@
+# Changelog
+
+Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) convention.
+
+
+## [unreleased: 0.0.1]
+### Added
++ Change to include `element-session`
++ Add export notebook
+
+
+## [0.0.0b1] - 2021-03-24
+### Added
++ First beta release
+
+
+## [0.0.0a1] - 2021-03-18
+### Added
++ Added notebooks
+
+[0.0.0b1]: https://github.com/datajoint/workflow-animal/tree/f6d6a3353aae83ca13ff9fcc536017eb34c18f90
+[0.0.0a1]: https://github.com/datajoint/workflow-animal/tree/0d3d3c970056ff4c243d17cf4f738f48268d80ad
diff --git a/setup.py b/setup.py
index edf9b88..924014b 100644
--- a/setup.py
+++ b/setup.py
@@ -20,9 +20,9 @@
 setup(
     name='workflow-session',
     version='0.0.1',
-    description="DataJoint Elements for Animal Management",
+    description="DataJoint Elements for Lab, Animal and Session Management",
     long_description=long_description,
-    author='DataJoint NEURO',
+    author='DataJoint',
     author_email='info@vathes.com',
     license='MIT',
     url='https://github.com/datajoint/workflow-session',
diff --git a/tests/__init__.py b/tests/__init__.py
index a83b198..0d5daae 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,6 +1,12 @@
-# dependencies: pip install pytest pytest-cov
-# run all tests: pytest -sv --cov-report term-missing --cov=workflow-array-ephys -p no:warnings tests/
-# run one test, debug: pytest [above options] --pdb tests/tests_name.py -k function_name
+'''
+fresh docker:
+    docker run --name wf-sess -p 3306:3306 -e MYSQL_ROOT_PASSWORD=tutorial datajoint/mysql
+dependencies: pip install pytest pytest-cov
+run all tests:
+    pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings tests/
+run one test, debug:
+    pytest [above options] --pdb tests/tests_name.py -k function_name
+'''
 
 import os
 import pytest
@@ -10,8 +16,6 @@
 import datajoint as dj
 
 import workflow_session
-from workflow_session.paths import get_root_data_dir
-import element_data_loader.utils
 
 
 # ------------------- SOME CONSTANTS -------------------
@@ -31,27 +35,31 @@ def dj_config():
     dj.config['safemode'] = False
     dj.config['custom'] = {
         'database.prefix': (os.environ.get('DATABASE_PREFIX')
-                            or dj.config['custom']['database.prefix']),
-        'root_data_dir': (os.environ.get('ROOT_DATA_DIR')
-                          or dj.config['custom']['root_data_dir'])
+                            or dj.config['custom']['database.prefix'])#,
+        # 'root_data_dir': (os.environ.get('ROOT_DATA_DIR')
+        #                   or dj.config['custom']['root_data_dir'])
     }
     return
 
-
 @pytest.fixture
 def pipeline():
+    """ Loads workflow_session.pipeline lab, session, subject"""
     from workflow_session import pipeline
 
-    yield {'subject':           pipeline.subject,
-           'lab':               pipeline.lab,
-           'session':           pipeline.session,
-           'get_root_data_dir': pipeline.get_root_data_dir}
+    yield {'subject': pipeline.subject,
+           'session': pipeline.session,
+           'lab': pipeline.lab,
+           #'get_root_data_dir': pipeline.get_root_data_dir
+           }
 
     if _tear_down:
         pipeline.subject.Subject.delete()
+        pipeline.session.Session.delete()
+        pipeline.lab.Lab.delete()
 
 @pytest.fixture
 def lab_csv():
+    """ Create a 'labs.csv' file"""
     input_lab = pd.DataFrame(columns=['lab', 'lab_name','institution',
                                       'address','time_zone','location',
                                       'location_description'])
@@ -65,12 +73,15 @@ def lab_csv():
                                       'fictional campus dedicated to imaginary experiments.']
     lab_csv_path = pathlib.Path('./tests/user_data/lab/labs.csv')
     input_lab.to_csv(lab_csv_path)  # write csv file
-    yield input_lab, lab_csv_path
-    lab_csv_path.unlink()  # delete csv file after use
+    yield input_lab, lab_csv_path   # return result
+    lab_csv_path.unlink()           # delete csv file after use
 
 @pytest.fixture
 def lab_proj_csv():
-    input_lab_proj = pd.DataFrame(columns=['project','project_description','repositoryurl','repositoryname','pharmacology','viruses','slices','stimulus','surgery','codeurl'])
+    """ Create a 'projects.csv' file"""
+    input_lab_proj = pd.DataFrame(columns=['project','project_description','repositoryurl',
+                                           'repositoryname','pharmacology','viruses','slices',
+                                           'stimulus','surgery','codeurl'])
     input_lab_proj.project = ['ProjA','ProjB']
     input_lab_proj.project_description = ['Example project to populate element-lab',
                                           'Other example project to populate element-lab']
@@ -86,41 +97,90 @@ def lab_proj_csv():
     input_lab_proj.codeurl = ['https://github.com/datajoint/element-lab/tree/main/element_lab',
                               'https://github.com/datajoint/element-session/tree/main/element_session']
     lab_proj_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
-    input_lab_proj.to_csv(lab_proj_csv_path)  # write csv file
-    yield input_lab_proj, lab_proj_csv_path
-    lab_proj_csv_path.unlink()
+    input_lab_proj.to_csv(lab_proj_csv_path)    # write csv file
+    yield input_lab_proj, lab_proj_csv_path     # return result
+    lab_proj_csv_path.unlink()                  # delete csv file after use
+
+@pytest.fixture
+def lab_projusers_csv():
+    """ Create a 'projusers.csv' file"""
+    input_lab_projusers = pd.DataFrame(columns=['user','project'])
+    input_lab_projusers.user = ['Sherlock','Sherlock','Watson','Dr. Candace Pert']
+    input_lab_projusers.project = ['ProjA','ProjB','ProjB','ProjA']
+    lab_projusers_csv_path = pathlib.Path('./tests/user_data/lab/projusers.csv')
+    input_lab_projusers.to_csv(lab_projusers_csv_path)    # write csv file
+    yield input_lab_projusers, lab_projusers_csv_path     # return result
+    lab_projusers_csv_path.unlink()                       # delete csv file after use
 
 @pytest.fixture
 def lab_pubs_csv():
+    """ Create a 'publications.csv' file"""
     input_lab_pubs = pd.DataFrame(columns=['project','publication'])
     input_lab_pubs.project = ['ProjA','ProjA']
     input_lab_pubs.publication = ['arXiv:1807.11104','arXiv:1807.11104v1']
     lab_pubs_csv_path = pathlib.Path('./tests/user_data/lab/publications.csv')
-    input_lab_X.to_csv(lab_X_csv_path)  # write csv file
-    yield input_lab_pubs, lab_pubs_csv_path
-    lab_pubs_csv_path.unlink()
+    input_lab_pubs.to_csv(lab_pubs_csv_path)    # write csv file
+    yield input_lab_pubs, lab_pubs_csv_path     # return result
+    lab_pubs_csv_path.unlink()                  # delete csv file after use
 
 @pytest.fixture
 def lab_keyw_csv():
+    """ Create a 'keywords.csv' file"""
     input_lab_keyw = pd.DataFrame(columns=['project','keyword'])
     input_lab_keyw.project = ['ProjA','ProjA','ProjB']
     input_lab_keyw.keyword = ['Study','Example','Alternate']
     lab_keyw_csv_path = pathlib.Path('./tests/user_data/lab/keywords.csv')
-    input_lab_keyw.to_csv(lab_keyw_csv_path)  # write csv file
-    yield input_lab_keyw, lab_keyw_csv_path
-    lab_keyw_csv_path.unlink()
+    input_lab_keyw.to_csv(lab_keyw_csv_path)    # write csv file
+    yield input_lab_keyw, lab_keyw_csv_path     # return result
+    lab_keyw_csv_path.unlink()                  # delete csv file after use
 
 @pytest.fixture
 def lab_prot_csv():
+    """ Create a 'protocols.csv' file"""
     input_lab_prot = pd.DataFrame(columns=['protocol','protocol_type','protocol_description'])
     input_lab_prot.protocol = ['ProtA','ProtB']
     input_lab_prot.protocol_type = ['IRB expedited review','Alternative Method']
     input_lab_prot.protocol_description = ['Protocol for managing data ingestion','Limited protocol for piloting only']
     lab_prot_csv_path = pathlib.Path('./tests/user_data/lab/protocols.csv')
-    input_lab_prot.to_csv(lab_prot_csv_path)  # write csv file
-    yield input_lab_prot, lab_prot_csv_path
-    lab_prot_csv_path.unlink()
+    input_lab_prot.to_csv(lab_prot_csv_path)    # write csv file
+    yield input_lab_prot, lab_prot_csv_path     # return result
+    lab_prot_csv_path.unlink()                  # delete csv file after use
+
+@pytest.fixture
+def lab_user_csv():
+    """ Create a 'users.csv' file"""
+    input_lab_user = pd.DataFrame(columns=['lab','user','user_role','user_email','user_cellphone'])
+    input_lab_user.lab = ['LabA','LabA','LabB']
+    input_lab_user.user = ['Sherlock','Watson','Dr. Candace Pert']
+    input_lab_user.user_role = ['PI','Dr','PI']
+    input_lab_user.user_email = ['Sherlock@BakerSt.com','DrWatson@BakerSt.com','Pert@gmail.com']
+    input_lab_user.user_cellphone = ['+44 20 7946 0344','+44 73 8389 1763','+44 74 4046 5899']
+    lab_user_csv_path = pathlib.Path('./tests/user_data/lab/users.csv')
+    input_lab_user.to_csv(lab_user_csv_path)    # write csv file
+    yield input_lab_user, lab_user_csv_path     # return result
+    lab_user_csv_path.unlink()                  # delete csv file after use
+
+@pytest.fixture
+def ingest_lab(pipeline, lab_csv, lab_proj_csv, lab_pubs_csv, lab_keyw_csv,
+                         lab_prot_csv, lab_user_csv, lab_projusers_csv):
+    """ From workflow_session ingest.py, import ingest_lab, run """
+    from workflow_session.ingest import ingest_lab
+    _, lab_csv_path = lab_csv
+    _, lab_proj_csv_path = lab_proj_csv
+    _, lab_pubs_csv_path = lab_pubs_csv
+    _, lab_keyw_csv_path = lab_keyw_csv
+    _, lab_prot_csv_path = lab_prot_csv
+    _, lab_projusers_csv_path = lab_projusers_csv
+    ingest_lab(lab_csv_path=lab_csv_path,
+                project_csv_path=lab_proj_csv_path,
+                pubs_csv_path=lab_pubs_csv_path,
+                keyw_csv_path=lab_keyw_csv_path,
+                protocol_csv_path=lab_prot_csv_path,
+                projusers_csv_path=lab_projusers_csv_path
+                )
+    return
 
+# Subject data and ingestion
 @pytest.fixture
 def subjects_csv():
     """ Create a 'subjects.csv' file"""
@@ -132,48 +192,47 @@ def subjects_csv():
     input_subjects.sex = ['F', 'M']
     input_subjects.subject_birth_date = ['2020-01-01 00:00:01', '2020-01-01 00:00:01']
     input_subjects.subject_description = ['rich', 'manuel']
-    input_sessions.death_date= ['2020-10-02 00:00:01', '2020-10-03 00:00:01']
-    input_sessions.cull_method = ['natural causes', 'natural causes']
+    input_subjects.death_date= ['2020-10-02 00:00:01', '2020-10-03 00:00:01']
+    input_subjects.cull_method = ['natural causes', 'natural causes']
     input_subjects = input_subjects.set_index('subject')
-
     subjects_csv_path = pathlib.Path('./tests/user_data/animal/subjects.csv')
-    input_subjects.to_csv(subjects_csv_path)  # write csv file
-
-    yield input_subjects, subjects_csv_path
-
-    subjects_csv_path.unlink()  # delete csv file after use
+    input_subjects.to_csv(subjects_csv_path)    # write csv file
+    yield input_subjects, subjects_csv_path     # return result
+    subjects_csv_path.unlink()                  # delete csv file after use
 
 
 @pytest.fixture
 def ingest_subjects(pipeline, subjects_csv):
+    """From workflow_session ingest.py, import ingest_subjects, run"""
     from workflow_session.ingest import ingest_subjects
     _, subjects_csv_path = subjects_csv
     ingest_subjects(subject_csv_path=subjects_csv_path)
     return
 
 
+# Session data and ingestion
 @pytest.fixture
-def sessions_csv(test_data):
+def sessions_csv():
     """ Create a 'sessions.csv' file"""
-    input_sessions = pd.DataFrame(columns=['subject', 'session_dir'])
-    input_sessions.subject = ['subject1', 'subject2', 'subject2',
-                              'subject3', 'subject4', 'subject5',
-                              'subject6']
-    input_sessions.session_dir = sessions_dirs
+    input_sessions = pd.DataFrame(columns=['subject', 'session_datetime',
+                                           'session_dir', 'session_note'])
+    input_sessions.subject = ['subject5','subject6']
+    input_sessions.session_datetime = ['2020-04-15 11:16:38','2021-06-02 14:04:22']
+    input_sessions.session_dir = ['/subject5/session1','/subject6/session1']
+    input_sessions.session_note = ['Successful data collection, no notes',
+                                   'Ambient temp abnormally low']
     input_sessions = input_sessions.set_index('subject')
-
-    sessions_csv_path = pathlib.Path('./tests/user_data/sessions.csv')
-    input_sessions.to_csv(sessions_csv_path)  # write csv file
-
-    yield input_sessions, sessions_csv_path
-
-    sessions_csv_path.unlink()  # delete csv file after use
+    sessions_csv_path = pathlib.Path('./tests/user_data/session/sessions.csv')
+    input_sessions.to_csv(sessions_csv_path)    # write csv file
+    yield input_sessions, sessions_csv_path     # return result
+    sessions_csv_path.unlink()                  # delete csv file after use
 
 
 @pytest.fixture
 def ingest_sessions(ingest_subjects, sessions_csv):
+    """From workflow_session ingest.py, import ingest_sessions, run"""
     from workflow_session.ingest import ingest_sessions
     _, sessions_csv_path = sessions_csv
-    ingest_sessions(sessions_csv_path)
+    ingest_sessions(session_csv_path=sessions_csv_path)
     return
 
diff --git a/tests/test_export.py b/tests/test_export.py
new file mode 100644
index 0000000..942e7df
--- /dev/null
+++ b/tests/test_export.py
@@ -0,0 +1,11 @@
+import workflow_session
+from . import (dj_config, pipeline,
+							 lab_csv, ingest_lab,
+               subjects_csv, ingest_subjects,
+               sessions_csv, ingest_sessions)
+
+
+def test_nwb_export():
+    # Ben to add integration?
+    # Tests with and without lab/animal elements?
+    pass
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index e333d55..731d60a 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -1,31 +1,47 @@
 import sys
 import pathlib
 
-from . import (dj_config, pipeline, test_data,
+import workflow_session
+from . import (dj_config, pipeline,
+               lab_csv, lab_proj_csv, lab_projusers_csv,
+               lab_pubs_csv, lab_keyw_csv, lab_prot_csv,
+               lab_user_csv, ingest_lab,
                subjects_csv, ingest_subjects,
-               sessions_csv, ingest_sessions,
-               testdata_paths)
+               sessions_csv, ingest_sessions)
 
 
+def test_ingest_lab(pipeline,ingest_lab):
+    """Check length of various lab schema tables"""
+    lab = pipeline['lab']
+    assert len(lab.Lab()) == 2
+    assert len(lab.LabMembership()) == 3
+    assert len(lab.User()) == 3
+    assert len(lab.UserRole()) == 2
+    assert len(lab.Location()) == 2
+    assert len(lab.Project()) == 2
+    assert len(lab.ProjectUser()) == 4
+    assert len(lab.Protocol()) == 2
+    assert len(lab.ProtocolType()) == 2
+
+    ## Does not have example data:
+    # assert len(lab.Source()) == 0
+
 def test_ingest_subjects(pipeline, ingest_subjects):
     """Check length of subject.Subject"""
     subject = pipeline['subject']
-    assert len(subject.Subject()) == 6
+    assert len(subject.Subject()) == 2
 
+    ## Does not have example data:
+    # assert len(genotyping.Sequence()) == 0
 
 def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
-    ephys = pipeline['ephys']
-    probe = pipeline['probe']
+    """Check length/contents of Session.SessionDirectory"""
     session = pipeline['session']
-    get_ephys_root_data_dir = pipeline['get_ephys_root_data_dir']
 
-    assert len(session.Session()) == 7
+    assert len(session.Session()) == 2
 
     sessions, _ = sessions_csv
     sess = sessions.iloc[0]
 
     assert (session.SessionDirectory
-            & {'subject': sess.name}).fetch1('session_dir') == sess.session_dir
-
-def test_ingest_lab():
-    pass
\ No newline at end of file
+            & {'subject': sess.name}).fetch1('session_dir') == sess.session_dir
\ No newline at end of file
diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
index 9837a68..a6b7288 100644
--- a/tests/test_pipeline_generation.py
+++ b/tests/test_pipeline_generation.py
@@ -1,18 +1,18 @@
+import workflow_session
 from . import dj_config, pipeline
 
 
 def test_generate_pipeline(pipeline):
-    subject = pipeline['subject']
-    ephys = pipeline['ephys']
-    probe = pipeline['probe']
     session = pipeline['session']
+    subject = pipeline['subject']
+    lab     = pipeline['lab']
 
-    subject_tbl, *_ = session.Session.parents(as_objects=True)
-
-    # test elements connection from lab, subject to Session
-    assert subject_tbl.full_table_name == subject.Subject.full_table_name
+    # test connection from lab to lab/subject
+    lab_membership, loc_tbl, subjlab_tbl = lab.Lab.children(as_objects=True)
+    # assert lab_tbl.full_table_name      == lab.Lab.full_table_name
+    assert loc_tbl.full_table_name      == lab.Location.full_table_name
+    assert subjlab_tbl.full_table_name  == subject.Subject.Lab.full_table_name
 
-    # test elements connection from Session to probe, ephys
-    session_tbl, probe_tbl = ephys.ProbeInsertion.parents(as_objects=True)
-    assert session_tbl.full_table_name == session.Session.full_table_name
-    assert probe_tbl.full_table_name == probe.Probe.full_table_name
+    # test connection from lab to lab/subject
+    subject_tbl, *_ = session.Session.parents(as_objects=True)
+    assert subject_tbl.full_table_name == subject.Subject.full_table_name
\ No newline at end of file
diff --git a/tests/test_populate.py b/tests/test_populate.py
deleted file mode 100644
index f2b9aa8..0000000
--- a/tests/test_populate.py
+++ /dev/null
@@ -1,11 +0,0 @@
-import numpy as np
-
-from . import (dj_config, pipeline, test_data,
-               subjects_csv, ingest_subjects,
-               sessions_csv, ingest_sessions)
-
-
-def test_nwb_export():
-    # test with and without subj insertion
-    # with and without modules active?
-    pass
diff --git a/user_data/lab/projusers.csv b/user_data/lab/projusers.csv
new file mode 100644
index 0000000..332ff90
--- /dev/null
+++ b/user_data/lab/projusers.csv
@@ -0,0 +1,5 @@
+user,project
+Sherlock,ProjA
+Sherlock,ProjB
+Watson,ProjB
+Dr. Candace Pert,ProjA
\ No newline at end of file
diff --git a/user_data/lab/users.csv b/user_data/lab/users.csv
index 8092b42..29d0ed5 100644
--- a/user_data/lab/users.csv
+++ b/user_data/lab/users.csv
@@ -1,2 +1,4 @@
-user, user_role, user_email, user_cellphone
-Sherlock, PI, Sherlock@BakerSt.com, +44 20 7946 0344
\ No newline at end of file
+lab,user,user_role,user_email,user_cellphone
+LabA,Sherlock,PI,Sherlock@BakerSt.com,+44 20 7946 0344
+LabA,Watson,Dr,DrWatson@BakerSt.com,+44 73 8389 1763
+LabB,Dr. Candace Pert,PI,Pert@gmail.com,+44 74 4046 5899
\ No newline at end of file
diff --git a/workflow_session/__init__.py b/workflow_session/__init__.py
index ae798f2..aceae16 100644
--- a/workflow_session/__init__.py
+++ b/workflow_session/__init__.py
@@ -1,5 +1,5 @@
-__author__ = "DataJoint NEURO"
-__date__ = "March 18, 2021"
+__author__ = "DataJoint"
+__date__ = "December, 2021"
 __version__ = "0.0.1"
 
 __all__ = ['__author__', '__version__', '__date__']
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 8b0c189..751b88a 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -33,6 +33,8 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
                 pubs_csv_path='./user_data/lab/publications.csv',
                 keyw_csv_path='./user_data/lab/keywords.csv',
                 protocol_csv_path='./user_data/lab/protocols.csv',
+                users_csv_path='./user_data/lab/users.csv',
+                projusers_csv_path='./user_data/lab/projusers.csv',
                 skip_duplicates=True):
     """
     Inserts data from a series of csvs into their corresponding lab schema tables.
@@ -42,16 +44,21 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
     :param pubs_csv_path:     relative path of publication csv
     :param keyw_csv_path:     relative path of keyword csv
     :param protocol_csv_path: relative path of protocol csv
+    :param users_csv_path:    relative path of users csv
     :param skip_duplicates=True: datajoint insert function param
     """
 
     # List with repeats for when mult dj.tables fed by same CSV
     csvs = [lab_csv_path, lab_csv_path,
             project_csv_path, pubs_csv_path, keyw_csv_path,
-            protocol_csv_path, protocol_csv_path]
+            protocol_csv_path, protocol_csv_path,
+            users_csv_path,users_csv_path,users_csv_path,
+            projusers_csv_path]
     tables=[lab.Lab(), lab.Location(),
             lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
-            lab.Protocol(), lab.ProtocolType()]
+            lab.ProtocolType(), lab.Protocol(),
+            lab.UserRole(), lab.User(), lab.LabMembership(),
+            lab.ProjectUser()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 

From fb0f7b12196ef1239edb5bb475daaf6b740fa3ea Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Thu, 23 Dec 2021 16:19:18 -0600
Subject: [PATCH 11/46] remove pynwb version fix

---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index eeb25c6..b26b0ed 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,4 +3,4 @@ element-lab
 element-animal
 element-session
 ipykernel
-pynwb==1.4.0
\ No newline at end of file
+pynwb

From c76a6ddf4a4fd8aaeb3ecd916a7b6bd5fe88c35a Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Thu, 23 Dec 2021 16:20:01 -0600
Subject: [PATCH 12/46] Remove notes file

---
 temp_test.ipynb | 519 ------------------------------------------------
 1 file changed, 519 deletions(-)
 delete mode 100644 temp_test.ipynb

diff --git a/temp_test.ipynb b/temp_test.ipynb
deleted file mode 100644
index 6aff50c..0000000
--- a/temp_test.ipynb
+++ /dev/null
@@ -1,519 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3f1d9665-2983-425c-b4a6-8e6d45f1ad34",
-   "metadata": {},
-   "source": [
-    "## Initial Dev"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "f13c2734-23db-435f-bc9e-68064cdcc82b",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Connecting root@localhost:3306\n"
-     ]
-    }
-   ],
-   "source": [
-    "import datajoint as dj\n",
-    "dj.conn()\n",
-    "import csv"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "cb32b7a1-37b4-45c1-8d03-02c8bbd09b04",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from workflow_session.pipeline import lab, subject, session\n",
-    "from workflow_session.ingest import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "e94beab4-02f3-464d-989f-24651a8bef8a",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "---- Insert 2 entry(s) into lab tables ----\n",
-      "\n",
-      "---- Insert 2 entry(s) into project table ----\n",
-      "\n",
-      "---- Insert entry(s) into publication/keyword tables ----\n",
-      "\n",
-      "---- Insert 2 entry(s) into protocol tables ----\n",
-      "\n",
-      "---- Insert 2 entry(s) into subject tables ----\n",
-      "\n",
-      "---- Insert 2 entry(s) into session.Session ----\n"
-     ]
-    }
-   ],
-   "source": [
-    "ingest_lab(); ingest_subjects();ingest_sessions()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "e306d9dc-ce9a-4485-b8da-eea7d852e5aa",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "*lab     lab_name       institution    address        time_zone    \n",
-      "+------+ +------------+ +------------+ +------------+ +-----------+\n",
-      "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
-      " (Total: 1)\n",
-      "\n",
-      "*project    project_descri repositoryurl  repositoryname pharmacology   viruses     slices     stimulus       surgery    \n",
-      "+---------+ +------------+ +------------+ +------------+ +------------+ +---------+ +--------+ +------------+ +---------+\n",
-      "ProjA       Example projec https://github element-lab                                          videos generat            \n",
-      " (Total: 1)\n",
-      "\n",
-      "*protocol    protocol_type  protocol_descr\n",
-      "+----------+ +------------+ +------------+\n",
-      "ProtA        IRB expedited  Protocol for m\n",
-      " (Total: 1)\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(lab.Lab & 'lab=\"LabA\"')\n",
-    "print(lab.Project & 'project=\"ProjA\"')\n",
-    "print(lab.Protocol() & 'protocol=\"ProtA\"')\n",
-    "\n",
-    "lab_info = (lab.Lab & 'lab=\"LabA\"').fetch1()\n",
-    "proj_info = (lab.Project & 'project=\"ProjA\"').fetch1()\n",
-    "prot_info = (lab.Protocol() & 'protocol=\"ProtA\"').fetch1()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "fd053496-eec1-4035-9369-fdf96e53fa95",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
-      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "root pynwb.file.NWBFile at 0x140690194467040\n",
-       "Fields:\n",
-       "  file_create_date: [datetime.datetime(2021, 12, 1, 14, 22, 4, 992693, tzinfo=tzlocal())]\n",
-       "  identifier: subject5_20200415_111638\n",
-       "  institution: Example Uni\n",
-       "  session_description: Successful data collection, no notes\n",
-       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
-       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "import pynwb\n",
-    "from element_session.export import *\n",
-    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
-    "mylab_key = (lab.Lab & 'lab=\"LabA\"').fetch1('KEY')\n",
-    "myproj_key= (lab.Project & 'project=\"ProjA\"').fetch1('KEY')\n",
-    "myprot_key= (lab.Protocol() & 'protocol=\"ProtA\"').fetch1('KEY')\n",
-    "session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "a3e1f490-7510-4f08-af66-c106f640928b",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "root pynwb.file.NWBFile at 0x140337549119696\n",
-       "Fields:\n",
-       "  file_create_date: [datetime.datetime(2021, 12, 1, 14, 21, 26, 638467, tzinfo=tzlocal())]\n",
-       "  identifier: subject5_20200415_111638\n",
-       "  institution: Example Uni\n",
-       "  protocol: ProtA\n",
-       "  session_description: Successful data collection, no notes\n",
-       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
-       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mynwbfile"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 100,
-   "id": "d982c732-8a8f-435d-ab16-aa37a0e99904",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
-    "session_identifier = {}\n",
-    "for k, v in session_key.items():\n",
-    "    session_identifier[k] = v.strftime('%Y%m%d_%H%M%S') if isinstance(v, datetime) else v\n",
-    "\n",
-    "session_info = (session.Session & session_key).join(session.SessionNote, left=True).fetch1()\n",
-    "\n",
-    "def mytuple():\n",
-    "    identifier='_'.join(session_identifier.values()),\n",
-    "    session_description=session_info['session_note'] if session_info['session_note'] else '',\n",
-    "    session_start_time=session_info['session_datetime']\n",
-    "    return identifier,session_description,session_start_time\n",
-    "info=dict(identifier='_'.join(session_identifier.values()),\n",
-    "    session_description='Note',\n",
-    "    session_start_time=session_info['session_datetime'],\n",
-    "    institution='')\n",
-    "info={k: v for k, v in info.items() if v} #drop empty\n",
-    "asstring = ','.join('='.join((str(key),val)) for (key,val) in info.items())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "ef8b5fb3-8b19-403c-a954-150c1ec8cf41",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "a=None;b=None;c=None\n",
-    "if [x for x in (a, b,c) if x is not None]: print('g')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1764858b-2470-4b81-b02a-dd0121d46210",
-   "metadata": {},
-   "source": [
-    "## Orig ingest, before generalize"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "id": "e5e9d016-f2a7-4db5-9d8f-c4a6c06f693c",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "---- Inserting 0 entry(s) into lab tables ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into project table ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into publication/keyword tables ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into protocol tables ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into subject tables ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into session.Session ----\n"
-     ]
-    }
-   ],
-   "source": [
-    "def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',\n",
-    "                project_csv_path='./user_data/lab/projects.csv',\n",
-    "                pubs_csv_path='./user_data/lab/publications.csv',\n",
-    "                keyw_csv_path='./user_data/lab/keywords.csv',\n",
-    "                protocol_csv_path='./user_data/lab/protocols.csv',\n",
-    "                skip_duplicates=True, ignore_extra_fields=True):\n",
-    "        # -------------- Insert new \"Lab\" --------------\n",
-    "    with open(lab_csv_path, newline= '') as f:\n",
-    "        input_labs = list(csv.DictReader(f, delimiter=','))\n",
-    "\n",
-    "    prev_len = len(lab.Lab())\n",
-    "    lab.Lab.insert(input_labs, skip_duplicates=skip_duplicates,\n",
-    "                               ignore_extra_fields=ignore_extra_fields)\n",
-    "    lab.Location.insert(input_labs, skip_duplicates=skip_duplicates,\n",
-    "                               ignore_extra_fields=ignore_extra_fields)\n",
-    "    insert_len = len(lab.Lab()) - prev_len\n",
-    "    \n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into lab tables ----')\n",
-    "\n",
-    "    # -------------- Insert new \"Project\" --------------\n",
-    "    with open(project_csv_path, newline= '') as f:\n",
-    "        input_projs = list(csv.DictReader(f, delimiter=','))\n",
-    "    \n",
-    "    prev_len = len(lab.Project())\n",
-    "    lab.Project.insert(input_projs, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    insert_len = len(lab.Project()) - prev_len\n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into project table ----')\n",
-    "\n",
-    "    # -------------- Insert publications + keywords --------------\n",
-    "    with open(pubs_csv_path, newline= '') as f:\n",
-    "        input_pubs = list(csv.DictReader(f, delimiter=','))\n",
-    "    with open(keyw_csv_path, newline= '') as f:\n",
-    "        input_keyw = list(csv.DictReader(f, delimiter=','))\n",
-    "    \n",
-    "    prev_len = len(lab.Project.Publication()) + len(lab.Project.Keywords())\n",
-    "    lab.Project.Publication.insert(input_pubs, skip_duplicates=skip_duplicates,\n",
-    "                                               ignore_extra_fields=ignore_extra_fields)\n",
-    "    lab.Project.Keywords.insert(input_keyw, skip_duplicates=skip_duplicates,\n",
-    "                                            ignore_extra_fields=ignore_extra_fields)\n",
-    "    insert_len = len(lab.Project.Publication()) + len(lab.Project.Keywords()) - prev_len\n",
-    "    \n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into publication/keyword tables ----')\n",
-    "\n",
-    "    # -------------- Insert new \"Protocol\" --------------\n",
-    "    with open(protocol_csv_path, newline= '') as f:\n",
-    "        input_prots = list(csv.DictReader(f, delimiter=','))\n",
-    "    prev_len = len(lab.Protocol())\n",
-    "    lab.Protocol.insert(input_prots, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    lab.ProtocolType.insert(input_prots, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    insert_len = len(lab.Protocol()) - prev_len\n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into protocol tables ----')\n",
-    "\n",
-    "def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv'):\n",
-    "    # -------------- Insert new \"Subject\" --------------\n",
-    "    with open(subject_csv_path, newline= '') as f:\n",
-    "        input_subjects = list(csv.DictReader(f, delimiter=','))\n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into subject tables ----')\n",
-    "    subject.Subject.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    subject.SubjectDeath.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    subject.SubjectCullMethod.insert(input_subjects, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    ## Skipped allele info\n",
-    "\n",
-    "def ingest_sessions(session_csv_path='./user_data/session/sessions.csv'):\n",
-    "    with open(session_csv_path, newline= '') as f:\n",
-    "        input_sessions = list(csv.DictReader(f, delimiter=','))\n",
-    "\n",
-    "    print(f'\\n---- Inserting {insert_len} entry(s) into session.Session ----')\n",
-    "    session.Session.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "    session.SessionDirectory.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
-    "                                    ignore_extra_fields=ignore_extra_fields)\n",
-    "\n",
-    "    ## Type Error: 'NoneType' object is not iterable\n",
-    "    # session.SessionNote.insert(input_sessions, skip_duplicates=skip_duplicates,\n",
-    "                                    # ignore_extra_fields=ignore_extra_fields)\n",
-    "\n",
-    "\n",
-    "if __name__ == '__main__':\n",
-    "    ingest_lab()\n",
-    "    ingest_subjects()\n",
-    "    ingest_sessions()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "91347a4f-9024-4a33-a1b1-42d903d9b132",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'/Volumes/GoogleDrive/My Drive/NWB/workflow-session'"
-      ]
-     },
-     "execution_count": 1,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pwd"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "08b9898a-d07f-4baa-8bf9-6344fa0a7a82",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Connecting root@localhost:3306\n"
-     ]
-    }
-   ],
-   "source": [
-    "import datajoint as dj; dj.conn()\n",
-    "import pathlib\n",
-    "import csv\n",
-    "import re\n",
-    "from workflow_session.pipeline import lab, subject, session\n",
-    "from workflow_session.paths import get_root_data_dir\n",
-    "import element_data_loader.utils"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "6bbc3fb1-01bb-42c9-ac99-83398e49a7a6",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "---- Inserting 0 entry(s) into #location ----\n"
-     ]
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "'dict' object has no attribute 'insert'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_7090/3634625444.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mworkflow_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mingest\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mingest_lab\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m \u001b[0mingest_subjects\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m\u001b[0mingest_sessions\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/Volumes/GoogleDrive/My Drive/NWB/workflow-session/workflow_session/ingest.py\u001b[0m in \u001b[0;36mingest_lab\u001b[0;34m(lab_csv_path, project_csv_path, pubs_csv_path, keyw_csv_path, protocol_csv_path, skip_duplicates)\u001b[0m\n\u001b[1;32m     55\u001b[0m             [lab.Protocol(), lab.ProtocolType()]]\n\u001b[1;32m     56\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 57\u001b[0;31m     \u001b[0mingest_general\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcsvs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtables\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskip_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mskip_duplicates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     58\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     59\u001b[0m def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv',\n",
-      "\u001b[0;32m/Volumes/GoogleDrive/My Drive/NWB/workflow-session/workflow_session/ingest.py\u001b[0m in \u001b[0;36mingest_general\u001b[0;34m(csvs, tables, skip_duplicates)\u001b[0m\n\u001b[1;32m     25\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mt\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtable\u001b[0m\u001b[0;34m:\u001b[0m                        \u001b[0;31m# loop multiple tables\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     26\u001b[0m                 \u001b[0mprev_len\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m                  \u001b[0;31m# measure prev length\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 27\u001b[0;31m                 t.insert(data, skip_duplicates=skip_duplicates, # insert\n\u001b[0m\u001b[1;32m     28\u001b[0m                          ignore_extra_fields=True) # must be true for csvs w/mult tables\n\u001b[1;32m     29\u001b[0m                 \u001b[0minsert_len\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mprev_len\u001b[0m     \u001b[0;31m# report length change\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'dict' object has no attribute 'insert'"
-     ]
-    }
-   ],
-   "source": [
-    "from workflow_session.ingest import *\n",
-    "ingest_lab(); ingest_subjects();ingest_sessions()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "3b2f2ff2-c6b4-489e-94be-b98dbfdfea12",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "lab                  : varchar(24)                  # Abbreviated lab name\n",
-      "---\n",
-      "lab_name             : varchar(255)                 # full lab name\n",
-      "institution          : varchar(255)                 \n",
-      "address              : varchar(255)                 \n",
-      "time_zone            : varchar(32)                  # UTC offset suggested e.g., UTC+1\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "table=[lab.Lab()]\n",
-    "for t in table:\n",
-    "    t.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "f9fb0145-30ee-46f6-9f2c-bd0945be2f02",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[*lab     lab_name       institution    address        time_zone    \n",
-      "+------+ +------------+ +------------+ +------------+ +-----------+\n",
-      "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
-      "LabB     The Other Lab  Other Uni      Oxford OX1 2JD UTC+0        \n",
-      " (Total: 2)\n",
-      "]\n"
-     ]
-    }
-   ],
-   "source": [
-    "if not isinstance(lab.Lab(),list): print([lab.Lab()])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "c56a3e3c-76a3-473f-970a-5507dee55d20",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "element_lab.lab.Lab"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(lab.Lab())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "cfd86c54-b602-46e5-b2ff-b66a1f41a879",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "venv-nwb",
-   "language": "python",
-   "name": "venv-nwb"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.11"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}

From 0a30e46feaedea49d07e4009b2ce042acd1b15f0 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 28 Dec 2021 12:16:01 -0600
Subject: [PATCH 13/46] reverting folder name before gitmv; for git comparisons

---
 {workflow_session => workflow_animal}/__init__.py | 0
 {workflow_session => workflow_animal}/ingest.py   | 0
 {workflow_session => workflow_animal}/paths.py    | 0
 {workflow_session => workflow_animal}/pipeline.py | 0
 4 files changed, 0 insertions(+), 0 deletions(-)
 rename {workflow_session => workflow_animal}/__init__.py (100%)
 rename {workflow_session => workflow_animal}/ingest.py (100%)
 rename {workflow_session => workflow_animal}/paths.py (100%)
 rename {workflow_session => workflow_animal}/pipeline.py (100%)

diff --git a/workflow_session/__init__.py b/workflow_animal/__init__.py
similarity index 100%
rename from workflow_session/__init__.py
rename to workflow_animal/__init__.py
diff --git a/workflow_session/ingest.py b/workflow_animal/ingest.py
similarity index 100%
rename from workflow_session/ingest.py
rename to workflow_animal/ingest.py
diff --git a/workflow_session/paths.py b/workflow_animal/paths.py
similarity index 100%
rename from workflow_session/paths.py
rename to workflow_animal/paths.py
diff --git a/workflow_session/pipeline.py b/workflow_animal/pipeline.py
similarity index 100%
rename from workflow_session/pipeline.py
rename to workflow_animal/pipeline.py

From c67678825c729207ee637326662cc80b317aca81 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 28 Dec 2021 12:18:33 -0600
Subject: [PATCH 14/46] folder rename w/gitmv; for git comparisons

---
 {workflow_animal => workflow_session}/__init__.py | 0
 {workflow_animal => workflow_session}/ingest.py   | 0
 {workflow_animal => workflow_session}/paths.py    | 0
 {workflow_animal => workflow_session}/pipeline.py | 0
 4 files changed, 0 insertions(+), 0 deletions(-)
 rename {workflow_animal => workflow_session}/__init__.py (100%)
 rename {workflow_animal => workflow_session}/ingest.py (100%)
 rename {workflow_animal => workflow_session}/paths.py (100%)
 rename {workflow_animal => workflow_session}/pipeline.py (100%)

diff --git a/workflow_animal/__init__.py b/workflow_session/__init__.py
similarity index 100%
rename from workflow_animal/__init__.py
rename to workflow_session/__init__.py
diff --git a/workflow_animal/ingest.py b/workflow_session/ingest.py
similarity index 100%
rename from workflow_animal/ingest.py
rename to workflow_session/ingest.py
diff --git a/workflow_animal/paths.py b/workflow_session/paths.py
similarity index 100%
rename from workflow_animal/paths.py
rename to workflow_session/paths.py
diff --git a/workflow_animal/pipeline.py b/workflow_session/pipeline.py
similarity index 100%
rename from workflow_animal/pipeline.py
rename to workflow_session/pipeline.py

From f02a8d9967d499802c384b1496862c45e90426f1 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 29 Dec 2021 18:08:56 -0600
Subject: [PATCH 15/46] rm numpy/pandas; PEP8 full eng words

---
 README.md                                     |   2 +-
 notebooks/2_Explore_Export.ipynb              |  12 +-
 tests/__init__.py                             | 279 +++++++++---------
 tests/test_ingest.py                          |  46 ++-
 tests/test_pipeline_generation.py             |  12 +-
 user_data/lab/labs.csv                        |   4 +-
 .../lab/{projusers.csv => project_users.csv}  |   0
 user_data/session/sessions.csv                |   4 +-
 user_data/{animal => subject}/allele.csv      |   0
 user_data/{animal => subject}/line.csv        |   0
 user_data/{animal => subject}/source.csv      |   0
 user_data/{animal => subject}/strain.csv      |   0
 user_data/{animal => subject}/subjects.csv    |   0
 workflow_session/ingest.py                    |  30 +-
 14 files changed, 214 insertions(+), 175 deletions(-)
 rename user_data/lab/{projusers.csv => project_users.csv} (100%)
 rename user_data/{animal => subject}/allele.csv (100%)
 rename user_data/{animal => subject}/line.csv (100%)
 rename user_data/{animal => subject}/source.csv (100%)
 rename user_data/{animal => subject}/strain.csv (100%)
 rename user_data/{animal => subject}/subjects.csv (100%)

diff --git a/README.md b/README.md
index 6654adc..6d2e9ed 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ This repository provides demonstrations for:
 Setting up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
 
 ## Workflow architecture
-The lab and animal management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
+The lab and subject management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
 
 ### element-lab
 
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index c1a1cf6..75abeb5 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -153,15 +153,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on function elemlab_to_nwb_dict in module element_lab.export.nwb:\n",
+      "Help on function elementlab_nwb_dict in module element_lab.export.nwb:\n",
       "\n",
-      "elemlab_to_nwb_dict(lab_key=None, project_key=None, protocol_key=None)\n",
+      "elementlab_nwb_dict(lab_key=None, project_key=None, protocol_key=None)\n",
       "    Generate a dictionary object containing all relevant lab information used when\n",
       "        generating an NWB file at the session level. All parameters optional.\n",
       "    Use: mynwbfile = NWBfile(identifier=\"your identifier\",\n",
       "                             session_description=\"your description\",\n",
       "                             session_start_time=session_datetime,\n",
-      "                             elemlab_to_nwb_dict(lab_key=key1,project_key=key2,protocol_key=key3))\n",
+      "                             elementlab_nwb_dict(lab_key=key1,project_key=key2,protocol_key=key3))\n",
       "    Note: The lab, project and protocol keys should specify one of their respective types.\n",
       "    \n",
       "    :param lab_key: Key specifying one entry in element_lab.lab.Lab\n",
@@ -173,8 +173,8 @@
     }
    ],
    "source": [
-    "from element_lab.export import elemlab_to_nwb_dict\n",
-    "help(elemlab_to_nwb_dict)"
+    "from element_lab.export import elementlab_nwb_dict\n",
+    "help(elementlab_nwb_dict)"
    ]
   },
   {
@@ -185,7 +185,7 @@
    "outputs": [],
    "source": [
     "from pynwb import NWBFile\n",
-    "lab_info = elemlab_to_nwb_dict(lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)\n",
+    "lab_info = elementlab_nwb_dict(lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)\n",
     "sess_info = session_to_nwb_dict(session_key)"
    ]
   },
diff --git a/tests/__init__.py b/tests/__init__.py
index 0d5daae..785adce 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -10,9 +10,7 @@
 
 import os
 import pytest
-import pandas as pd
 import pathlib
-import numpy as np
 import datajoint as dj
 
 import workflow_session
@@ -25,6 +23,18 @@
 test_user_data_dir = pathlib.Path('./tests/user_data')
 test_user_data_dir.mkdir(exist_ok=True)
 
+# ------------------ GENERAL FUCNTION ------------------
+
+def write_csv(content,path):
+    """
+    General function for writing strings to lines in CSV
+    :param path: pathlib PosixPath
+    :param content: list of strings, each as row of CSV
+    """
+    with open(path,'w') as f:
+        for line in content:
+            f.write(line+'\n')
+
 # ------------------- FIXTURES -------------------
 
 @pytest.fixture(autouse=True)
@@ -35,10 +45,7 @@ def dj_config():
     dj.config['safemode'] = False
     dj.config['custom'] = {
         'database.prefix': (os.environ.get('DATABASE_PREFIX')
-                            or dj.config['custom']['database.prefix'])#,
-        # 'root_data_dir': (os.environ.get('ROOT_DATA_DIR')
-        #                   or dj.config['custom']['root_data_dir'])
-    }
+                            or dj.config['custom']['database.prefix'])}
     return
 
 @pytest.fixture
@@ -48,9 +55,7 @@ def pipeline():
 
     yield {'subject': pipeline.subject,
            'session': pipeline.session,
-           'lab': pipeline.lab,
-           #'get_root_data_dir': pipeline.get_root_data_dir
-           }
+           'lab': pipeline.lab}
 
     if _tear_down:
         pipeline.subject.Subject.delete()
@@ -60,153 +65,133 @@ def pipeline():
 @pytest.fixture
 def lab_csv():
     """ Create a 'labs.csv' file"""
-    input_lab = pd.DataFrame(columns=['lab', 'lab_name','institution',
-                                      'address','time_zone','location',
-                                      'location_description'])
-    input_lab.lab = ['LabA','LabB']
-    input_lab.lab_name = ['The Example Lab','The Other Lab']
-    input_lab.institution = ['Example Uni','Other Uni']
-    input_lab.address = ['221B Baker St,London NW1 6XE,UK','Oxford OX1 2JD, United Kingdom']
-    input_lab.time_zone = ['UTC+0','UTC+0']
-    input_lab.location = ['Example Building','Other Building']
-    input_lab.location_description = ['2nd floor lab dedicated to all fictional experiments.',
-                                      'fictional campus dedicated to imaginary experiments.']
+    lab_content = ["lab,lab_name,institution,address,time_zone,location,location_description",
+                   "LabA,The Example Lab,Example Uni,'221B Baker St,London NW1 6XE,UK',UTC+0,Example Building,'2nd floor lab dedicated to all fictional experiments.'",
+                   "LabB,The Other Lab,Other Uni,'Oxford OX1 2JD, United Kingdom',UTC+0,Other Building,'fictional campus dedicated to imaginary experiments.'"]
     lab_csv_path = pathlib.Path('./tests/user_data/lab/labs.csv')
-    input_lab.to_csv(lab_csv_path)  # write csv file
-    yield input_lab, lab_csv_path   # return result
-    lab_csv_path.unlink()           # delete csv file after use
+    write_csv(lab_content,lab_csv_path)
+
+    yield lab_content, lab_csv_path
+    lab_csv_path.unlink()
 
 @pytest.fixture
-def lab_proj_csv():
+def lab_project_csv():
     """ Create a 'projects.csv' file"""
-    input_lab_proj = pd.DataFrame(columns=['project','project_description','repositoryurl',
-                                           'repositoryname','pharmacology','viruses','slices',
-                                           'stimulus','surgery','codeurl'])
-    input_lab_proj.project = ['ProjA','ProjB']
-    input_lab_proj.project_description = ['Example project to populate element-lab',
-                                          'Other example project to populate element-lab']
-    input_lab_proj.repositoryurl = ['https://github.com/datajoint/element-lab/',
-                                    'https://github.com/datajoint/element-session/']
-    input_lab_proj.repositoryname = ['element-lab','element-session']
-    input_lab_proj.pharmacology = ['Subjects were administered 10ul sedative prior to surgery','']
-    input_lab_proj.viruses = ['Exemplarvirus administered 10d before experimental session',
-                              'Exemplarvirus administered 8d study']
-    input_lab_proj.slices = ['','']
-    input_lab_proj.stimulus = ['videos generated programmatically see repository','']
-    input_lab_proj.surgery = ['Craniotomy performed by session experimenter','']
-    input_lab_proj.codeurl = ['https://github.com/datajoint/element-lab/tree/main/element_lab',
-                              'https://github.com/datajoint/element-session/tree/main/element_session']
-    lab_proj_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
-    input_lab_proj.to_csv(lab_proj_csv_path)    # write csv file
-    yield input_lab_proj, lab_proj_csv_path     # return result
-    lab_proj_csv_path.unlink()                  # delete csv file after use
+    lab_project_content = ["project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl",
+                           "ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,Exemplarvirus administered 10d before experimental session,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab",
+                           "ProjB,Other example project to populate element-lab,https://github.com/datajoint/element-session/,element-session,,Exemplarvirus administered 8d study,,,,https://github.com/datajoint/element-session/tree/main/element_session"]
+    lab_project_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
+    write_csv(lab_project_content,lab_project_csv_path)
+
+    yield lab_project_content, lab_project_csv_path
+    lab_project_csv_path.unlink()
 
 @pytest.fixture
-def lab_projusers_csv():
-    """ Create a 'projusers.csv' file"""
-    input_lab_projusers = pd.DataFrame(columns=['user','project'])
-    input_lab_projusers.user = ['Sherlock','Sherlock','Watson','Dr. Candace Pert']
-    input_lab_projusers.project = ['ProjA','ProjB','ProjB','ProjA']
-    lab_projusers_csv_path = pathlib.Path('./tests/user_data/lab/projusers.csv')
-    input_lab_projusers.to_csv(lab_projusers_csv_path)    # write csv file
-    yield input_lab_projusers, lab_projusers_csv_path     # return result
-    lab_projusers_csv_path.unlink()                       # delete csv file after use
+def lab_project_users_csv():
+    """ Create a 'project_users.csv' file"""
+    lab_project_user_content = ["user,project",
+                                "Sherlock,ProjA",
+                                "Sherlock,ProjB",
+                                "Watson,ProjB",
+                                "Dr. Candace Pert,ProjA"]
+    lab_project_user_csv_path = pathlib.Path('./tests/user_data/lab/project_users.csv')
+    write_csv(lab_project_user_content,lab_project_user_csv_path)
+
+    yield lab_project_user_content, lab_project_user_csv_path
+    lab_project_user_csv_path.unlink()
 
 @pytest.fixture
-def lab_pubs_csv():
+def lab_publications_csv():
     """ Create a 'publications.csv' file"""
-    input_lab_pubs = pd.DataFrame(columns=['project','publication'])
-    input_lab_pubs.project = ['ProjA','ProjA']
-    input_lab_pubs.publication = ['arXiv:1807.11104','arXiv:1807.11104v1']
-    lab_pubs_csv_path = pathlib.Path('./tests/user_data/lab/publications.csv')
-    input_lab_pubs.to_csv(lab_pubs_csv_path)    # write csv file
-    yield input_lab_pubs, lab_pubs_csv_path     # return result
-    lab_pubs_csv_path.unlink()                  # delete csv file after use
+    lab_publication_content = ["project,publication",
+                               "ProjA,arXiv:1807.11104",
+                               "ProjA,arXiv:1807.11104v1"]
+    lab_publication_csv_path = pathlib.Path('./tests/user_data/lab/publications.csv')
+    write_csv(lab_publication_content, lab_publication_csv_path)
+
+    yield lab_publication_content, lab_publication_csv_path
+    lab_publication_csv_path.unlink()
 
 @pytest.fixture
-def lab_keyw_csv():
+def lab_keywords_csv():
     """ Create a 'keywords.csv' file"""
-    input_lab_keyw = pd.DataFrame(columns=['project','keyword'])
-    input_lab_keyw.project = ['ProjA','ProjA','ProjB']
-    input_lab_keyw.keyword = ['Study','Example','Alternate']
-    lab_keyw_csv_path = pathlib.Path('./tests/user_data/lab/keywords.csv')
-    input_lab_keyw.to_csv(lab_keyw_csv_path)    # write csv file
-    yield input_lab_keyw, lab_keyw_csv_path     # return result
-    lab_keyw_csv_path.unlink()                  # delete csv file after use
+    lab_keyword_content = ["project,keyword",
+                           "ProjA,Study",
+                           "ProjA,Example",
+                           "ProjB,Alternate"]
+    lab_keyword_csv_path = pathlib.Path('./tests/user_data/lab/keywords.csv')
+    write_csv(lab_keyword_content,lab_keyword_csv_path)
+
+    yield lab_keyword_content, lab_keyword_csv_path
+    lab_keyword_csv_path.unlink()
 
 @pytest.fixture
-def lab_prot_csv():
+def lab_protocol_csv():
     """ Create a 'protocols.csv' file"""
-    input_lab_prot = pd.DataFrame(columns=['protocol','protocol_type','protocol_description'])
-    input_lab_prot.protocol = ['ProtA','ProtB']
-    input_lab_prot.protocol_type = ['IRB expedited review','Alternative Method']
-    input_lab_prot.protocol_description = ['Protocol for managing data ingestion','Limited protocol for piloting only']
-    lab_prot_csv_path = pathlib.Path('./tests/user_data/lab/protocols.csv')
-    input_lab_prot.to_csv(lab_prot_csv_path)    # write csv file
-    yield input_lab_prot, lab_prot_csv_path     # return result
-    lab_prot_csv_path.unlink()                  # delete csv file after use
+    lab_protocol_content = ["protocol,protocol_type,protocol_description",
+                            "ProtA,IRB expedited review,Protocol for managing data ingestion",
+                            "ProtB,Alternative Method,Limited protocol for piloting only"]
+    lab_protocol_csv_path = pathlib.Path('./tests/user_data/lab/protocols.csv')
+    write_csv(lab_protocol_content,lab_protocol_csv_path)
+
+    yield lab_protocol_content, lab_protocol_csv_path
+    lab_protocol_csv_path.unlink()
 
 @pytest.fixture
 def lab_user_csv():
     """ Create a 'users.csv' file"""
-    input_lab_user = pd.DataFrame(columns=['lab','user','user_role','user_email','user_cellphone'])
-    input_lab_user.lab = ['LabA','LabA','LabB']
-    input_lab_user.user = ['Sherlock','Watson','Dr. Candace Pert']
-    input_lab_user.user_role = ['PI','Dr','PI']
-    input_lab_user.user_email = ['Sherlock@BakerSt.com','DrWatson@BakerSt.com','Pert@gmail.com']
-    input_lab_user.user_cellphone = ['+44 20 7946 0344','+44 73 8389 1763','+44 74 4046 5899']
+    lab_user_content = ["lab,user,user_role,user_email,user_cellphone",
+                        "LabA,Sherlock,PI,Sherlock@BakerSt.com,+44 20 7946 0344",
+                        "LabA,Watson,Dr,DrWatson@BakerSt.com,+44 73 8389 1763",
+                        "LabB,Dr. Candace Pert,PI,Pert@gmail.com,+44 74 4046 5899"]
     lab_user_csv_path = pathlib.Path('./tests/user_data/lab/users.csv')
-    input_lab_user.to_csv(lab_user_csv_path)    # write csv file
-    yield input_lab_user, lab_user_csv_path     # return result
-    lab_user_csv_path.unlink()                  # delete csv file after use
+    write_csv(lab_user_content,lab_user_csv_path)
+
+    yield lab_user_content, lab_user_csv_path
+    lab_user_csv_path.unlink()
 
 @pytest.fixture
-def ingest_lab(pipeline, lab_csv, lab_proj_csv, lab_pubs_csv, lab_keyw_csv,
-                         lab_prot_csv, lab_user_csv, lab_projusers_csv):
+def ingest_lab(pipeline, lab_csv, lab_project_csv, lab_publications_csv,
+               lab_keywords_csv, lab_protocol_csv, lab_user_csv,
+               lab_project_users_csv):
     """ From workflow_session ingest.py, import ingest_lab, run """
     from workflow_session.ingest import ingest_lab
     _, lab_csv_path = lab_csv
-    _, lab_proj_csv_path = lab_proj_csv
-    _, lab_pubs_csv_path = lab_pubs_csv
-    _, lab_keyw_csv_path = lab_keyw_csv
-    _, lab_prot_csv_path = lab_prot_csv
-    _, lab_projusers_csv_path = lab_projusers_csv
+    _, lab_project_csv_path = lab_project_csv
+    _, lab_publication_csv_path = lab_publications_csv
+    _, lab_keyword_csv_path = lab_keywords_csv
+    _, lab_protocol_csv_path = lab_protocol_csv
+    _, lab_user_csv_path = lab_user_csv
+    _, lab_project_user_csv_path = lab_project_users_csv
     ingest_lab(lab_csv_path=lab_csv_path,
-                project_csv_path=lab_proj_csv_path,
-                pubs_csv_path=lab_pubs_csv_path,
-                keyw_csv_path=lab_keyw_csv_path,
-                protocol_csv_path=lab_prot_csv_path,
-                projusers_csv_path=lab_projusers_csv_path
-                )
+               project_csv_path=lab_project_csv_path,
+               publication_csv_path=lab_publication_csv_path,
+               keyword_csv_path=lab_keyword_csv_path,
+               protocol_csv_path=lab_protocol_csv_path,
+               users_csv_path=lab_user_csv_path,
+               project_user_csv_path=lab_project_user_csv_path)
     return
 
 # Subject data and ingestion
 @pytest.fixture
 def subjects_csv():
     """ Create a 'subjects.csv' file"""
-    input_subjects = pd.DataFrame(columns=['subject', 'sex',
-                                           'subject_birth_date',
-                                           'subject_description',
-                                           'death_date','cull_method'])
-    input_subjects.subject = ['subject5', 'subject6']
-    input_subjects.sex = ['F', 'M']
-    input_subjects.subject_birth_date = ['2020-01-01 00:00:01', '2020-01-01 00:00:01']
-    input_subjects.subject_description = ['rich', 'manuel']
-    input_subjects.death_date= ['2020-10-02 00:00:01', '2020-10-03 00:00:01']
-    input_subjects.cull_method = ['natural causes', 'natural causes']
-    input_subjects = input_subjects.set_index('subject')
-    subjects_csv_path = pathlib.Path('./tests/user_data/animal/subjects.csv')
-    input_subjects.to_csv(subjects_csv_path)    # write csv file
-    yield input_subjects, subjects_csv_path     # return result
-    subjects_csv_path.unlink()                  # delete csv file after use
+    subject_content = ["subject,sex,subject_birth_date,subject_description,death_date,cull_method",
+                       "subject5,F,2020-01-01 00:00:01,rich,2020-10-02 00:00:01,natural causes",
+                       "subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes"]
+    subject_csv_path = pathlib.Path('./tests/user_data/subject/subjects.csv')
+    write_csv(subject_content,subject_csv_path)
+
+    yield subject_content, subject_csv_path
+    subject_csv_path.unlink()
 
 
 @pytest.fixture
 def ingest_subjects(pipeline, subjects_csv):
     """From workflow_session ingest.py, import ingest_subjects, run"""
     from workflow_session.ingest import ingest_subjects
-    _, subjects_csv_path = subjects_csv
-    ingest_subjects(subject_csv_path=subjects_csv_path)
+    _, subject_csv_path = subjects_csv
+    ingest_subjects(subject_csv_path=subject_csv_path)
     return
 
 
@@ -214,25 +199,55 @@ def ingest_subjects(pipeline, subjects_csv):
 @pytest.fixture
 def sessions_csv():
     """ Create a 'sessions.csv' file"""
-    input_sessions = pd.DataFrame(columns=['subject', 'session_datetime',
-                                           'session_dir', 'session_note'])
-    input_sessions.subject = ['subject5','subject6']
-    input_sessions.session_datetime = ['2020-04-15 11:16:38','2021-06-02 14:04:22']
-    input_sessions.session_dir = ['/subject5/session1','/subject6/session1']
-    input_sessions.session_note = ['Successful data collection, no notes',
-                                   'Ambient temp abnormally low']
-    input_sessions = input_sessions.set_index('subject')
-    sessions_csv_path = pathlib.Path('./tests/user_data/session/sessions.csv')
-    input_sessions.to_csv(sessions_csv_path)    # write csv file
-    yield input_sessions, sessions_csv_path     # return result
-    sessions_csv_path.unlink()                  # delete csv file after use
+    session_csv_path = pathlib.Path('./tests/user_data/session/sessions.csv')
+    session_content = ["subject,session_datetime,session_dir,session_note",
+                       "subject5,2020-04-15 11:16:38,/subject5/session1,'Successful data collection, no notes'",
+                       "subject6,2021-06-02 14:04:22,/subject6/session1,'Ambient temp abnormally low'"]
+    write_csv(session_content,session_csv_path)
+
+    yield session_content, session_csv_path
+    session_csv_path.unlink()
 
 
 @pytest.fixture
 def ingest_sessions(ingest_subjects, sessions_csv):
     """From workflow_session ingest.py, import ingest_sessions, run"""
     from workflow_session.ingest import ingest_sessions
-    _, sessions_csv_path = sessions_csv
-    ingest_sessions(session_csv_path=sessions_csv_path)
+    _, session_csv_path = sessions_csv
+    ingest_sessions(session_csv_path=session_csv_path)
     return
 
+"""
+# FUTURE FIXTURES, pending sharable example data
+lab_sources_content=["source, source_name, contact_details, source_description"]
+lab_sources_csv_path = pathlib.Path('./tests/user_data/lab/sources.csv')
+write_csv(lab_sources_content,lab_sources_csv_path)
+yeild lab_sources_content,lab_sources_csv_path
+lab_sources_csv_path.unlink()
+subject_allele_content=["allele, allele_standard_name,zygosity"]
+subject_allele_csv_path = pathlib.Path('./tests/user_data/subject/allele.csv')
+write_csv(subject_allele_content,subject_allele_csv_path)
+yeild subject_allele_content,subject_allele_csv_path
+subject_allele_csv_path.unlink()
+subject_genotyping_content=[]
+subject_genotyping_csv_path = pathlib.Path('./tests/user_data/subject/genotyping.csv')
+write_csv(subject_genotyping_content,subject_genotyping_csv_path)
+yeild subject_genotyping_content,subject_genotyping_csv_path
+subject_genotyping_csv_path.unlink()
+subject_line_content=["line, line_description, target_phenotype, is_active"]
+subject_line_csv_path = pathlib.Path('./tests/user_data/subject/line.csv')
+write_csv(subject_line_content,subject_line_csv_path)
+yeild subject_line_content,subject_line_csv_path
+subject_line_csv_path.unlink()
+subject_source_content=["allele, source_identifier, source_url, expression_data_url"]
+subject_source_csv_path = pathlib.Path('./tests/user_data/subject/source.csv')
+write_csv(subject_source_content,subject_source_csv_path)
+yeild subject_source_content,subject_source_csv_path
+subject_source_csv_path.unlink()
+subject_strain_content=["strain, strain_standard_name, strain_desc"]
+subject_strain_csv_path = pathlib.Path('./tests/user_data/subject/strain.csv')
+write_csv(subject_strain_content,subject_strain_csv_path)
+yeild subject_strain_content,subject_strain_csv_path
+subject_strain_csv_path.unlink()
+subject_subjects_csv_path = pathlib.Path('./tests/user_data/subject/subjects.csv')
+"""
\ No newline at end of file
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index 731d60a..30926c2 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -2,15 +2,16 @@
 import pathlib
 
 import workflow_session
-from . import (dj_config, pipeline,
-               lab_csv, lab_proj_csv, lab_projusers_csv,
-               lab_pubs_csv, lab_keyw_csv, lab_prot_csv,
-               lab_user_csv, ingest_lab,
+from . import (dj_config, pipeline, lab_csv,
+               lab_project_csv, lab_user_csv, lab_publications_csv,
+               lab_keywords_csv, lab_protocol_csv, lab_user_csv,
+               lab_project_users_csv, ingest_lab,
                subjects_csv, ingest_subjects,
                sessions_csv, ingest_sessions)
 
 
-def test_ingest_lab(pipeline,ingest_lab):
+def test_ingest_lab(pipeline, ingest_lab,
+                    lab_csv, lab_project_csv, lab_protocol_csv):
     """Check length of various lab schema tables"""
     lab = pipeline['lab']
     assert len(lab.Lab()) == 2
@@ -23,25 +24,48 @@ def test_ingest_lab(pipeline,ingest_lab):
     assert len(lab.Protocol()) == 2
     assert len(lab.ProtocolType()) == 2
 
+    labs, _ = lab_csv
+    for l in labs[1:]:
+        l = l.split(",")
+        assert (lab.Lab & {'lab':l[0]}).fetch1('lab_name')==l[1]
+
+    projects, _ = lab_project_csv
+    for p in projects[1:]:
+        p = p.split(",")
+        assert (lab.Project & {'project':p[0]}
+                ).fetch1('project_description')==p[1]
+
+    protocols, _ = lab_protocol_csv
+    for p in protocols[1:]:
+        p = p.split(",")
+        assert (lab.Protocol & {'protocol':p[0]}
+                ).fetch1('protocol_type')==p[1]
+
     ## Does not have example data:
     # assert len(lab.Source()) == 0
 
-def test_ingest_subjects(pipeline, ingest_subjects):
+def test_ingest_subjects(pipeline, subjects_csv, ingest_subjects):
     """Check length of subject.Subject"""
     subject = pipeline['subject']
     assert len(subject.Subject()) == 2
 
+    subjects, _ = subjects_csv
+    for s in subjects[1:]:
+        s = s.split(",")
+        assert (subject.Subject & {'subject':s[0]}
+                ).fetch1('subject_description')==s[3]
+
     ## Does not have example data:
     # assert len(genotyping.Sequence()) == 0
 
 def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
     """Check length/contents of Session.SessionDirectory"""
     session = pipeline['session']
-
     assert len(session.Session()) == 2
 
     sessions, _ = sessions_csv
-    sess = sessions.iloc[0]
-
-    assert (session.SessionDirectory
-            & {'subject': sess.name}).fetch1('session_dir') == sess.session_dir
\ No newline at end of file
+    for sess in sessions[1:]:
+        sess = sess.split(",")
+        assert (session.SessionDirectory
+                & {'subject': sess[0]}
+                ).fetch1('session_dir') == sess[2]
\ No newline at end of file
diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
index a6b7288..3251536 100644
--- a/tests/test_pipeline_generation.py
+++ b/tests/test_pipeline_generation.py
@@ -7,12 +7,12 @@ def test_generate_pipeline(pipeline):
     subject = pipeline['subject']
     lab     = pipeline['lab']
 
-    # test connection from lab to lab/subject
-    lab_membership, loc_tbl, subjlab_tbl = lab.Lab.children(as_objects=True)
-    # assert lab_tbl.full_table_name      == lab.Lab.full_table_name
-    assert loc_tbl.full_table_name      == lab.Location.full_table_name
-    assert subjlab_tbl.full_table_name  == subject.Subject.Lab.full_table_name
+    # test connection Lab->schema children, and Lab->Subject.Lab
+    lab_membership, loc_tbl, subject_lab_tbl = lab.Lab.children(as_objects=True)
+    assert lab_membership.full_table_name == lab.LabMembership.full_table_name
+    assert loc_tbl.full_table_name == lab.Location.full_table_name
+    assert subject_lab_tbl.full_table_name == subject.Subject.Lab.full_table_name
 
-    # test connection from lab to lab/subject
+    # test connection Subject->Session
     subject_tbl, *_ = session.Session.parents(as_objects=True)
     assert subject_tbl.full_table_name == subject.Subject.full_table_name
\ No newline at end of file
diff --git a/user_data/lab/labs.csv b/user_data/lab/labs.csv
index aa1621e..33546db 100644
--- a/user_data/lab/labs.csv
+++ b/user_data/lab/labs.csv
@@ -1,3 +1,3 @@
 lab,lab_name,institution,address,time_zone,location,location_description
-LabA,The Example Lab,Example Uni,"221B Baker St,London NW1 6XE,UK",UTC+0,Example Building,"2nd floor lab dedicated to all fictional experiments."
-LabB,The Other Lab,Other Uni,"Oxford OX1 2JD, United Kingdom",UTC+0,Other Building,"fictional campus dedicated to imaginary experiments."
\ No newline at end of file
+LabA,The Example Lab,Example Uni,'221B Baker St,London NW1 6XE,UK',UTC+0,Example Building,'2nd floor lab dedicated to all fictional experiments.'
+LabB,The Other Lab,Other Uni,'Oxford OX1 2JD, United Kingdom',UTC+0,Other Building,'fictional campus dedicated to imaginary experiments.'
\ No newline at end of file
diff --git a/user_data/lab/projusers.csv b/user_data/lab/project_users.csv
similarity index 100%
rename from user_data/lab/projusers.csv
rename to user_data/lab/project_users.csv
diff --git a/user_data/session/sessions.csv b/user_data/session/sessions.csv
index d3ad137..c316d74 100644
--- a/user_data/session/sessions.csv
+++ b/user_data/session/sessions.csv
@@ -1,3 +1,3 @@
 subject,session_datetime,session_dir,session_note
-subject5,2020-04-15 11:16:38,/subject5/session1,"Successful data collection, no notes"
-subject6,2021-06-02 14:04:22,/subject6/session1,"Ambient temp abnormally low"
\ No newline at end of file
+subject5,2020-04-15 11:16:38,/subject5/session1,'Successful data collection, no notes'
+subject6,2021-06-02 14:04:22,/subject6/session1,'Ambient temp abnormally low'
\ No newline at end of file
diff --git a/user_data/animal/allele.csv b/user_data/subject/allele.csv
similarity index 100%
rename from user_data/animal/allele.csv
rename to user_data/subject/allele.csv
diff --git a/user_data/animal/line.csv b/user_data/subject/line.csv
similarity index 100%
rename from user_data/animal/line.csv
rename to user_data/subject/line.csv
diff --git a/user_data/animal/source.csv b/user_data/subject/source.csv
similarity index 100%
rename from user_data/animal/source.csv
rename to user_data/subject/source.csv
diff --git a/user_data/animal/strain.csv b/user_data/subject/strain.csv
similarity index 100%
rename from user_data/animal/strain.csv
rename to user_data/subject/strain.csv
diff --git a/user_data/animal/subjects.csv b/user_data/subject/subjects.csv
similarity index 100%
rename from user_data/animal/subjects.csv
rename to user_data/subject/subjects.csv
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 751b88a..31d1cfa 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -17,11 +17,11 @@ def ingest_general(csvs, tables,               # take list of csvs/dj tables
         :param csvs: list of relative paths to CSV files
         :param tables: list of datajoint tables with ()
     """
-    for insert, table in zip(csvs, tables):    # loop through lists
-        with open(insert, newline='') as f:    # read csvs
+    for insert, table in zip(csvs, tables):
+        with open(insert, newline='') as f:
             data = list(csv.DictReader(f, delimiter=','))
-        prev_len = len(table)                  # measure prev length
-        table.insert(data, skip_duplicates=skip_duplicates, # insert
+        prev_len = len(table)
+        table.insert(data, skip_duplicates=skip_duplicates,
               ignore_extra_fields=True)        # must be true for csvs w/mult tables
         insert_len = len(table) - prev_len     # report length change
         print(f'\n---- Inserting {insert_len} entry(s) into {table.table_name} ----')
@@ -29,13 +29,13 @@ def ingest_general(csvs, tables,               # take list of csvs/dj tables
     # TODO: permit embedded lists
 
 def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
-                project_csv_path='./user_data/lab/projects.csv',
-                pubs_csv_path='./user_data/lab/publications.csv',
-                keyw_csv_path='./user_data/lab/keywords.csv',
-                protocol_csv_path='./user_data/lab/protocols.csv',
-                users_csv_path='./user_data/lab/users.csv',
-                projusers_csv_path='./user_data/lab/projusers.csv',
-                skip_duplicates=True):
+               project_csv_path='./user_data/lab/projects.csv',
+               publication_csv_path='./user_data/lab/publications.csv',
+               keyword_csv_path='./user_data/lab/keywords.csv',
+               protocol_csv_path='./user_data/lab/protocols.csv',
+               users_csv_path='./user_data/lab/users.csv',
+               project_user_csv_path='./user_data/lab/project_users.csv',
+               skip_duplicates=True):
     """
     Inserts data from a series of csvs into their corresponding lab schema tables.
     By default, uses data from workflow_session/user_data/lab/
@@ -50,10 +50,10 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
 
     # List with repeats for when mult dj.tables fed by same CSV
     csvs = [lab_csv_path, lab_csv_path,
-            project_csv_path, pubs_csv_path, keyw_csv_path,
+            project_csv_path, publication_csv_path, keyword_csv_path,
             protocol_csv_path, protocol_csv_path,
             users_csv_path,users_csv_path,users_csv_path,
-            projusers_csv_path]
+            project_user_csv_path]
     tables=[lab.Lab(), lab.Location(),
             lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
             lab.ProtocolType(), lab.Protocol(),
@@ -62,11 +62,11 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
-def ingest_subjects(subject_csv_path='./user_data/animal/subjects.csv',
+def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
                     skip_duplicates=True):
     """
     Inserts data from a subject csv into corresponding subject schema tables
-    By default, uses data from workflow_session/user_data/animal/
+    By default, uses data from workflow_session/user_data/subject/
     :param subject_csv_path:     relative path of subject csv
     :param skip_duplicates=True: datajoint insert function param
     """

From ffda57729abd739a2c6c8a6a5ec02dcd073f3856 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 30 Dec 2021 10:47:37 -0600
Subject: [PATCH 16/46] PEP8 E501,F401; Diagram aspect ration & new tables

PEP8: Added IDE linter to fix E501 (line max to 79) and
      F401 (unused imports).
Diagrams: Updated aspect ratio for legibility, preserved old
					See datajoint-python/issues/975
					Added new element-lab tables. See element-lab/pull/11
---
 images/genotyping_diagram.svg        | 219 +++++++++---------
 images/genotyping_diagram2.svg       | 151 ------------
 images/genotyping_diagram_old.svg    | 138 +++++++++++
 images/lab_diagram.svg               | 227 ++++++++++--------
 images/lab_diagram_PendingUpdate.svg | 222 ------------------
 images/lab_diagram_old.svg           | 130 +++++++++++
 images/subject_diagram.svg           | 329 +++++++++++++++------------
 images/subject_diagram2.svg          | 222 ------------------
 images/subject_diagram_old.svg       | 191 ++++++++++++++++
 tests/__init__.py                    | 123 +++++++---
 tests/test_export.py                 |   9 +-
 tests/test_ingest.py                 |  46 ++--
 tests/test_pipeline_generation.py    |  19 +-
 workflow_session/ingest.py           |  46 ++--
 workflow_session/paths.py            |   8 +-
 workflow_session/pipeline.py         |   5 +-
 16 files changed, 1054 insertions(+), 1031 deletions(-)
 delete mode 100644 images/genotyping_diagram2.svg
 create mode 100644 images/genotyping_diagram_old.svg
 delete mode 100644 images/lab_diagram_PendingUpdate.svg
 create mode 100644 images/lab_diagram_old.svg
 delete mode 100644 images/subject_diagram2.svg
 create mode 100644 images/subject_diagram_old.svg

diff --git a/images/genotyping_diagram.svg b/images/genotyping_diagram.svg
index a6d6471..6c59d23 100644
--- a/images/genotyping_diagram.svg
+++ b/images/genotyping_diagram.svg
@@ -1,138 +1,151 @@
-<svg height="185pt" viewBox="0.00 0.00 997.00 185.00" width="997pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 181)">
-<polygon fill="white" points="-4,4 -4,-181 993,-181 993,4 -4,4" stroke="transparent"/>
-<!-- `genotyping`.`breeding_pair__father` -->
-<g class="node" id="node1">
-<title>`genotyping`.`breeding_pair__father`</title>
-<polygon fill="transparent" points="172,-98 0,-98 0,-79 172,-79 172,-98" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="86" y="-86">`genotyping`.`breeding_pair__father`</text>
-</g>
-<!-- `genotyping`.`breeding_pair__mother` -->
-<g class="node" id="node2">
-<title>`genotyping`.`breeding_pair__mother`</title>
-<polygon fill="transparent" points="367.5,-98 190.5,-98 190.5,-79 367.5,-79 367.5,-98" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="279" y="-86">`genotyping`.`breeding_pair__mother`</text>
-</g>
-<!-- genotyping.AlleleSequence -->
-<g class="node" id="node3">
-<title>genotyping.AlleleSequence</title>
-<g id="a_node3"><a xlink:title="→ subject.Allele
→ genotyping.Sequence
">
-<polygon fill="#000000" fill-opacity="0.125490" points="643,-106 509,-106 509,-71 643,-71 643,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="576" y="-86">genotyping.AlleleSequence</text>
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="645pt" height="256pt"
+ viewBox="0.00 0.00 645.00 256.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 252)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-252 641,-252 641,4 -4,4"/>
+<!-- SubjectCaging -->
+<g id="node1" class="node">
+<title>SubjectCaging</title>
+<g id="a_node1"><a xlink:title="→ Subject&#13;caging_datetime &#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Cage&#13;→ User&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="96,-177 0,-177 0,-142 96,-142 96,-177"/>
+<text text-anchor="start" x="8" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">SubjectCaging</text>
 </a>
 </g>
 </g>
-<!-- genotyping.BreedingPair -->
-<g class="node" id="node4">
-<title>genotyping.BreedingPair</title>
-<g id="a_node4"><a xlink:title="→ subject.Line
breeding_pair        
------------------------------
bp_start_date=null   
bp_end_date=null     
bp_description=&quot;&quot;    
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="353.5,-177 204.5,-177 204.5,-142 353.5,-142 353.5,-177" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="212.5" y="-157.4">genotyping.BreedingPair</text>
+<!-- genotyping.Weaning -->
+<g id="node2" class="node">
+<title>genotyping.Weaning</title>
+<g id="a_node2"><a xlink:title="→ genotyping.Litter&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;weaning_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_male &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_female &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;weaning_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="444.5,-106 317.5,-106 317.5,-71 444.5,-71 444.5,-106"/>
+<text text-anchor="middle" x="381" y="-85.4" font-family="arial" font-size="12.00" fill="darkgreen">genotyping.Weaning</text>
 </a>
 </g>
 </g>
-<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__father` -->
-<g class="edge" id="edge1">
-<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__father`</title>
-<path d="M232.77,-141.97C194.07,-128.14 140.41,-108.95 109.85,-98.03" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+<!-- GenotypeTest -->
+<g id="node3" class="node">
+<title>GenotypeTest</title>
+<g id="a_node3"><a xlink:title="→ Subject&#13;→ Sequence&#13;genotype_test_id &#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;test_result &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="542,-177 452,-177 452,-142 542,-142 542,-177"/>
+<text text-anchor="start" x="460" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">GenotypeTest</text>
+</a>
 </g>
-<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__mother` -->
-<g class="edge" id="edge2">
-<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__mother`</title>
-<path d="M279,-141.8C279,-128.08 279,-109.19 279,-98.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
 </g>
-<!-- genotyping.Litter -->
-<g class="node" id="node7">
-<title>genotyping.Litter</title>
-<g id="a_node7"><a xlink:title="→ genotyping.BreedingPair
litter_birth_date    
------------------------------
num_of_pups          
litter_notes=&quot;&quot;      
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="490.5,-106 385.5,-106 385.5,-71 490.5,-71 490.5,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="393.5" y="-86.4">genotyping.Litter</text>
+<!-- Cage -->
+<g id="node4" class="node">
+<title>Cage</title>
+<g id="a_node4"><a xlink:title="cage &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;cage_purpose=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="68,-248 28,-248 28,-213 68,-213 68,-248"/>
+<text text-anchor="start" x="36" y="-229" font-family="arial" text-decoration="underline" font-size="10.00">Cage</text>
 </a>
 </g>
 </g>
-<!-- genotyping.BreedingPair&#45;&gt;genotyping.Litter -->
-<g class="edge" id="edge3">
-<title>genotyping.BreedingPair-&gt;genotyping.Litter</title>
-<path d="M317.08,-141.97C342.17,-131.09 374.88,-116.89 399.95,-106.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- Cage&#45;&gt;SubjectCaging -->
+<g id="edge1" class="edge">
+<title>Cage&#45;&gt;SubjectCaging</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M48,-212.8C48,-201.95 48,-187.87 48,-177.05"/>
+</g>
+<!-- BreedingPair.Mother -->
+<g id="node5" class="node">
+<title>BreedingPair.Mother</title>
+<g id="a_node5"><a xlink:title="→ BreedingPair&#13;→ Subject&#13;">
+<polygon fill="transparent" stroke="transparent" points="219.5,-169 114.5,-169 114.5,-150 219.5,-150 219.5,-169"/>
+<text text-anchor="middle" x="167" y="-157" font-family="arial" font-size="10.00">BreedingPair.Mother</text>
+</a>
+</g>
 </g>
 <!-- genotyping.SubjectLitter -->
-<g class="node" id="node5">
+<g id="node6" class="node">
 <title>genotyping.SubjectLitter</title>
-<g id="a_node5"><a xlink:title="→ subject.Subject
------------------------------
→ genotyping.Litter
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="433,-35 287,-35 287,0 433,0 433,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="360" y="-14.4">genotyping.SubjectLitter</text>
+<g id="a_node6"><a xlink:title="→ Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ genotyping.Litter&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="546,-35 400,-35 400,0 546,0 546,-35"/>
+<text text-anchor="middle" x="473" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">genotyping.SubjectLitter</text>
 </a>
 </g>
 </g>
-<!-- genotyping.Weaning -->
-<g class="node" id="node6">
-<title>genotyping.Weaning</title>
-<g id="a_node6"><a xlink:title="→ genotyping.Litter
------------------------------
weaning_date         
num_of_male          
num_of_female        
weaning_notes=&quot;&quot;     
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="578.5,-35 451.5,-35 451.5,0 578.5,0 578.5,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="515" y="-14.4">genotyping.Weaning</text>
+<!-- BreedingPair.Father -->
+<g id="node7" class="node">
+<title>BreedingPair.Father</title>
+<g id="a_node7"><a xlink:title="→ BreedingPair&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Subject&#13;">
+<polygon fill="transparent" stroke="transparent" points="299.5,-98 196.5,-98 196.5,-79 299.5,-79 299.5,-98"/>
+<text text-anchor="middle" x="248" y="-86" font-family="arial" font-size="10.00">BreedingPair.Father</text>
 </a>
 </g>
 </g>
-<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->
-<g class="edge" id="edge4">
-<title>genotyping.Litter-&gt;genotyping.SubjectLitter</title>
-<path d="M419.12,-70.8C406.85,-59.95 390.94,-45.87 378.71,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->
-<g class="edge" id="edge5">
-<title>genotyping.Litter-&gt;genotyping.Weaning</title>
-<path d="M456.64,-70.8C468.75,-59.95 484.46,-45.87 496.53,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- genotyping.SubjectCaging -->
-<g class="node" id="node8">
-<title>genotyping.SubjectCaging</title>
-<g id="a_node8"><a xlink:title="→ subject.Subject
caging_datetime      
------------------------------
→ genotyping.Cage
→ User
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="989,-106 831,-106 831,-71 989,-71 989,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="839" y="-86.4">genotyping.SubjectCaging</text>
+<!-- BreedingPair -->
+<g id="node8" class="node">
+<title>BreedingPair</title>
+<g id="a_node8"><a xlink:title="→ subject.Line&#13;breeding_pair &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;bp_start_date=null &#160;&#160;&#13;bp_end_date=null &#160;&#160;&#160;&#160;&#13;bp_description=&quot;&quot; &#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="291.5,-248 204.5,-248 204.5,-213 291.5,-213 291.5,-248"/>
+<text text-anchor="start" x="212.5" y="-228.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">BreedingPair</text>
 </a>
 </g>
 </g>
-<!-- genotyping.GenotypeTest -->
-<g class="node" id="node9">
-<title>genotyping.GenotypeTest</title>
-<g id="a_node9"><a xlink:title="→ subject.Subject
→ genotyping.Sequence
genotype_test_id     
------------------------------
test_result          
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="813,-106 661,-106 661,-71 813,-71 813,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="669" y="-86.4">genotyping.GenotypeTest</text>
-</a>
+<!-- BreedingPair&#45;&gt;BreedingPair.Mother -->
+<g id="edge2" class="edge">
+<title>BreedingPair&#45;&gt;BreedingPair.Mother</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M228.39,-212.8C212.29,-199.08 190.11,-180.19 177.29,-169.27"/>
 </g>
+<!-- BreedingPair&#45;&gt;BreedingPair.Father -->
+<g id="edge3" class="edge">
+<title>BreedingPair&#45;&gt;BreedingPair.Father</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M248,-212.89C248,-182.9 248,-120.74 248,-98.04"/>
 </g>
-<!-- genotyping.Sequence -->
-<g class="node" id="node10">
-<title>genotyping.Sequence</title>
-<g id="a_node10"><a xlink:title="sequence             
------------------------------
base_pairs=&quot;&quot;        
sequence_desc=&quot;&quot;     
">
-<polygon fill="#000000" fill-opacity="0.125490" points="711,-177 601,-177 601,-142 711,-142 711,-177" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="609" y="-158">genotyping.Sequence</text>
+<!-- genotyping.Litter -->
+<g id="node9" class="node">
+<title>genotyping.Litter</title>
+<g id="a_node9"><a xlink:title="→ BreedingPair&#13;litter_birth_date &#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;num_of_pups &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;litter_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="433.5,-177 328.5,-177 328.5,-142 433.5,-142 433.5,-177"/>
+<text text-anchor="start" x="336.5" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">genotyping.Litter</text>
 </a>
 </g>
 </g>
-<!-- genotyping.Sequence&#45;&gt;genotyping.AlleleSequence -->
-<g class="edge" id="edge6">
-<title>genotyping.Sequence-&gt;genotyping.AlleleSequence</title>
-<path d="M636.63,-141.8C624.06,-130.95 607.73,-116.87 595.19,-106.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- BreedingPair&#45;&gt;genotyping.Litter -->
+<g id="edge4" class="edge">
+<title>BreedingPair&#45;&gt;genotyping.Litter</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M279.86,-212.97C300.76,-202.13 328,-188 348.94,-177.13"/>
 </g>
-<!-- genotyping.Sequence&#45;&gt;genotyping.GenotypeTest -->
-<g class="edge" id="edge7">
-<title>genotyping.Sequence-&gt;genotyping.GenotypeTest</title>
-<path d="M675.61,-141.8C688.34,-130.95 704.87,-116.87 717.57,-106.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->
+<g id="edge5" class="edge">
+<title>genotyping.Litter&#45;&gt;genotyping.Weaning</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M381,-141.8C381,-130.95 381,-116.87 381,-106.05"/>
 </g>
-<!-- genotyping.Cage -->
-<g class="node" id="node11">
-<title>genotyping.Cage</title>
-<g id="a_node11"><a xlink:title="cage                 
------------------------------
cage_purpose=&quot;&quot;      
">
-<polygon fill="#000000" fill-opacity="0.125490" points="955,-177 865,-177 865,-142 955,-142 955,-177" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="873" y="-158">genotyping.Cage</text>
+<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->
+<g id="edge6" class="edge">
+<title>genotyping.Litter&#45;&gt;genotyping.SubjectLitter</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M414.08,-141.93C428.42,-133.13 444.15,-121.01 454,-106 468.24,-84.29 471.99,-53.67 472.87,-35"/>
+</g>
+<!-- Sequence -->
+<g id="node10" class="node">
+<title>Sequence</title>
+<g id="a_node10"><a xlink:title="sequence &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;base_pairs=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;sequence_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="563,-248 503,-248 503,-213 563,-213 563,-248"/>
+<text text-anchor="start" x="511" y="-229" font-family="arial" text-decoration="underline" font-size="10.00">Sequence</text>
+</a>
+</g>
+</g>
+<!-- Sequence&#45;&gt;GenotypeTest -->
+<g id="edge7" class="edge">
+<title>Sequence&#45;&gt;GenotypeTest</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M524.29,-212.8C518.63,-201.95 511.28,-187.87 505.63,-177.05"/>
+</g>
+<!-- genotyping.AlleleSequence -->
+<g id="node11" class="node">
+<title>genotyping.AlleleSequence</title>
+<g id="a_node11"><a xlink:title="→ subject.Allele&#13;→ Sequence&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="637,-106 503,-106 503,-71 637,-71 637,-106"/>
+<text text-anchor="middle" x="570" y="-86" font-family="arial" font-size="10.00">genotyping.AlleleSequence</text>
 </a>
 </g>
 </g>
-<!-- genotyping.Cage&#45;&gt;genotyping.SubjectCaging -->
-<g class="edge" id="edge8">
-<title>genotyping.Cage-&gt;genotyping.SubjectCaging</title>
-<path d="M910,-141.8C910,-130.95 910,-116.87 910,-106.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- Sequence&#45;&gt;genotyping.AlleleSequence -->
+<g id="edge8" class="edge">
+<title>Sequence&#45;&gt;genotyping.AlleleSequence</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M539.34,-212.63C543.04,-202.42 547.63,-189.07 551,-177 557.81,-152.59 563.65,-123.79 567,-106.09"/>
 </g>
 </g>
-</svg>
\ No newline at end of file
+</svg>
diff --git a/images/genotyping_diagram2.svg b/images/genotyping_diagram2.svg
deleted file mode 100644
index 6c59d23..0000000
--- a/images/genotyping_diagram2.svg
+++ /dev/null
@@ -1,151 +0,0 @@
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- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
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- -->
-<!-- Pages: 1 -->
-<svg width="645pt" height="256pt"
- viewBox="0.00 0.00 645.00 256.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 252)">
-<polygon fill="white" stroke="transparent" points="-4,4 -4,-252 641,-252 641,4 -4,4"/>
-<!-- SubjectCaging -->
-<g id="node1" class="node">
-<title>SubjectCaging</title>
-<g id="a_node1"><a xlink:title="→ Subject&#13;caging_datetime &#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Cage&#13;→ User&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="96,-177 0,-177 0,-142 96,-142 96,-177"/>
-<text text-anchor="start" x="8" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">SubjectCaging</text>
-</a>
-</g>
-</g>
-<!-- genotyping.Weaning -->
-<g id="node2" class="node">
-<title>genotyping.Weaning</title>
-<g id="a_node2"><a xlink:title="→ genotyping.Litter&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;weaning_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_male &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;num_of_female &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;weaning_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="444.5,-106 317.5,-106 317.5,-71 444.5,-71 444.5,-106"/>
-<text text-anchor="middle" x="381" y="-85.4" font-family="arial" font-size="12.00" fill="darkgreen">genotyping.Weaning</text>
-</a>
-</g>
-</g>
-<!-- GenotypeTest -->
-<g id="node3" class="node">
-<title>GenotypeTest</title>
-<g id="a_node3"><a xlink:title="→ Subject&#13;→ Sequence&#13;genotype_test_id &#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;test_result &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="542,-177 452,-177 452,-142 542,-142 542,-177"/>
-<text text-anchor="start" x="460" y="-157.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">GenotypeTest</text>
-</a>
-</g>
-</g>
-<!-- Cage -->
-<g id="node4" class="node">
-<title>Cage</title>
-<g id="a_node4"><a xlink:title="cage &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;cage_purpose=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;">
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-<text text-anchor="start" x="36" y="-229" font-family="arial" text-decoration="underline" font-size="10.00">Cage</text>
-</a>
-</g>
-</g>
-<!-- Cage&#45;&gt;SubjectCaging -->
-<g id="edge1" class="edge">
-<title>Cage&#45;&gt;SubjectCaging</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M48,-212.8C48,-201.95 48,-187.87 48,-177.05"/>
-</g>
-<!-- BreedingPair.Mother -->
-<g id="node5" class="node">
-<title>BreedingPair.Mother</title>
-<g id="a_node5"><a xlink:title="→ BreedingPair&#13;→ Subject&#13;">
-<polygon fill="transparent" stroke="transparent" points="219.5,-169 114.5,-169 114.5,-150 219.5,-150 219.5,-169"/>
-<text text-anchor="middle" x="167" y="-157" font-family="arial" font-size="10.00">BreedingPair.Mother</text>
-</a>
-</g>
-</g>
-<!-- genotyping.SubjectLitter -->
-<g id="node6" class="node">
-<title>genotyping.SubjectLitter</title>
-<g id="a_node6"><a xlink:title="→ Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ genotyping.Litter&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="546,-35 400,-35 400,0 546,0 546,-35"/>
-<text text-anchor="middle" x="473" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">genotyping.SubjectLitter</text>
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-</g>
-</g>
-<!-- BreedingPair.Father -->
-<g id="node7" class="node">
-<title>BreedingPair.Father</title>
-<g id="a_node7"><a xlink:title="→ BreedingPair&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ Subject&#13;">
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-<text text-anchor="middle" x="248" y="-86" font-family="arial" font-size="10.00">BreedingPair.Father</text>
-</a>
-</g>
-</g>
-<!-- BreedingPair -->
-<g id="node8" class="node">
-<title>BreedingPair</title>
-<g id="a_node8"><a xlink:title="→ subject.Line&#13;breeding_pair &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;bp_start_date=null &#160;&#160;&#13;bp_end_date=null &#160;&#160;&#160;&#160;&#13;bp_description=&quot;&quot; &#160;&#160;&#160;&#13;">
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-<!-- BreedingPair&#45;&gt;BreedingPair.Mother -->
-<g id="edge2" class="edge">
-<title>BreedingPair&#45;&gt;BreedingPair.Mother</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M228.39,-212.8C212.29,-199.08 190.11,-180.19 177.29,-169.27"/>
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-<!-- BreedingPair&#45;&gt;BreedingPair.Father -->
-<g id="edge3" class="edge">
-<title>BreedingPair&#45;&gt;BreedingPair.Father</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M248,-212.89C248,-182.9 248,-120.74 248,-98.04"/>
-</g>
-<!-- genotyping.Litter -->
-<g id="node9" class="node">
-<title>genotyping.Litter</title>
-<g id="a_node9"><a xlink:title="→ BreedingPair&#13;litter_birth_date &#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;num_of_pups &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;litter_notes=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;">
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-</g>
-<!-- BreedingPair&#45;&gt;genotyping.Litter -->
-<g id="edge4" class="edge">
-<title>BreedingPair&#45;&gt;genotyping.Litter</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M279.86,-212.97C300.76,-202.13 328,-188 348.94,-177.13"/>
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-<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->
-<g id="edge5" class="edge">
-<title>genotyping.Litter&#45;&gt;genotyping.Weaning</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M381,-141.8C381,-130.95 381,-116.87 381,-106.05"/>
-</g>
-<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->
-<g id="edge6" class="edge">
-<title>genotyping.Litter&#45;&gt;genotyping.SubjectLitter</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M414.08,-141.93C428.42,-133.13 444.15,-121.01 454,-106 468.24,-84.29 471.99,-53.67 472.87,-35"/>
-</g>
-<!-- Sequence -->
-<g id="node10" class="node">
-<title>Sequence</title>
-<g id="a_node10"><a xlink:title="sequence &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;base_pairs=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;sequence_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="563,-248 503,-248 503,-213 563,-213 563,-248"/>
-<text text-anchor="start" x="511" y="-229" font-family="arial" text-decoration="underline" font-size="10.00">Sequence</text>
-</a>
-</g>
-</g>
-<!-- Sequence&#45;&gt;GenotypeTest -->
-<g id="edge7" class="edge">
-<title>Sequence&#45;&gt;GenotypeTest</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M524.29,-212.8C518.63,-201.95 511.28,-187.87 505.63,-177.05"/>
-</g>
-<!-- genotyping.AlleleSequence -->
-<g id="node11" class="node">
-<title>genotyping.AlleleSequence</title>
-<g id="a_node11"><a xlink:title="→ subject.Allele&#13;→ Sequence&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="637,-106 503,-106 503,-71 637,-71 637,-106"/>
-<text text-anchor="middle" x="570" y="-86" font-family="arial" font-size="10.00">genotyping.AlleleSequence</text>
-</a>
-</g>
-</g>
-<!-- Sequence&#45;&gt;genotyping.AlleleSequence -->
-<g id="edge8" class="edge">
-<title>Sequence&#45;&gt;genotyping.AlleleSequence</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M539.34,-212.63C543.04,-202.42 547.63,-189.07 551,-177 557.81,-152.59 563.65,-123.79 567,-106.09"/>
-</g>
-</g>
-</svg>
diff --git a/images/genotyping_diagram_old.svg b/images/genotyping_diagram_old.svg
new file mode 100644
index 0000000..a6d6471
--- /dev/null
+++ b/images/genotyping_diagram_old.svg
@@ -0,0 +1,138 @@
+<svg height="185pt" viewBox="0.00 0.00 997.00 185.00" width="997pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 181)">
+<polygon fill="white" points="-4,4 -4,-181 993,-181 993,4 -4,4" stroke="transparent"/>
+<!-- `genotyping`.`breeding_pair__father` -->
+<g class="node" id="node1">
+<title>`genotyping`.`breeding_pair__father`</title>
+<polygon fill="transparent" points="172,-98 0,-98 0,-79 172,-79 172,-98" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="86" y="-86">`genotyping`.`breeding_pair__father`</text>
+</g>
+<!-- `genotyping`.`breeding_pair__mother` -->
+<g class="node" id="node2">
+<title>`genotyping`.`breeding_pair__mother`</title>
+<polygon fill="transparent" points="367.5,-98 190.5,-98 190.5,-79 367.5,-79 367.5,-98" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="279" y="-86">`genotyping`.`breeding_pair__mother`</text>
+</g>
+<!-- genotyping.AlleleSequence -->
+<g class="node" id="node3">
+<title>genotyping.AlleleSequence</title>
+<g id="a_node3"><a xlink:title="→ subject.Allele
→ genotyping.Sequence
">
+<polygon fill="#000000" fill-opacity="0.125490" points="643,-106 509,-106 509,-71 643,-71 643,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="576" y="-86">genotyping.AlleleSequence</text>
+</a>
+</g>
+</g>
+<!-- genotyping.BreedingPair -->
+<g class="node" id="node4">
+<title>genotyping.BreedingPair</title>
+<g id="a_node4"><a xlink:title="→ subject.Line
breeding_pair        
------------------------------
bp_start_date=null   
bp_end_date=null     
bp_description=&quot;&quot;    
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="353.5,-177 204.5,-177 204.5,-142 353.5,-142 353.5,-177" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="212.5" y="-157.4">genotyping.BreedingPair</text>
+</a>
+</g>
+</g>
+<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__father` -->
+<g class="edge" id="edge1">
+<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__father`</title>
+<path d="M232.77,-141.97C194.07,-128.14 140.41,-108.95 109.85,-98.03" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- genotyping.BreedingPair&#45;&gt;`genotyping`.`breeding_pair__mother` -->
+<g class="edge" id="edge2">
+<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__mother`</title>
+<path d="M279,-141.8C279,-128.08 279,-109.19 279,-98.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- genotyping.Litter -->
+<g class="node" id="node7">
+<title>genotyping.Litter</title>
+<g id="a_node7"><a xlink:title="→ genotyping.BreedingPair
litter_birth_date    
------------------------------
num_of_pups          
litter_notes=&quot;&quot;      
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="490.5,-106 385.5,-106 385.5,-71 490.5,-71 490.5,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="393.5" y="-86.4">genotyping.Litter</text>
+</a>
+</g>
+</g>
+<!-- genotyping.BreedingPair&#45;&gt;genotyping.Litter -->
+<g class="edge" id="edge3">
+<title>genotyping.BreedingPair-&gt;genotyping.Litter</title>
+<path d="M317.08,-141.97C342.17,-131.09 374.88,-116.89 399.95,-106.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- genotyping.SubjectLitter -->
+<g class="node" id="node5">
+<title>genotyping.SubjectLitter</title>
+<g id="a_node5"><a xlink:title="→ subject.Subject
------------------------------
→ genotyping.Litter
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="433,-35 287,-35 287,0 433,0 433,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="360" y="-14.4">genotyping.SubjectLitter</text>
+</a>
+</g>
+</g>
+<!-- genotyping.Weaning -->
+<g class="node" id="node6">
+<title>genotyping.Weaning</title>
+<g id="a_node6"><a xlink:title="→ genotyping.Litter
------------------------------
weaning_date         
num_of_male          
num_of_female        
weaning_notes=&quot;&quot;     
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="578.5,-35 451.5,-35 451.5,0 578.5,0 578.5,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="515" y="-14.4">genotyping.Weaning</text>
+</a>
+</g>
+</g>
+<!-- genotyping.Litter&#45;&gt;genotyping.SubjectLitter -->
+<g class="edge" id="edge4">
+<title>genotyping.Litter-&gt;genotyping.SubjectLitter</title>
+<path d="M419.12,-70.8C406.85,-59.95 390.94,-45.87 378.71,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- genotyping.Litter&#45;&gt;genotyping.Weaning -->
+<g class="edge" id="edge5">
+<title>genotyping.Litter-&gt;genotyping.Weaning</title>
+<path d="M456.64,-70.8C468.75,-59.95 484.46,-45.87 496.53,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- genotyping.SubjectCaging -->
+<g class="node" id="node8">
+<title>genotyping.SubjectCaging</title>
+<g id="a_node8"><a xlink:title="→ subject.Subject
caging_datetime      
------------------------------
→ genotyping.Cage
→ User
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="989,-106 831,-106 831,-71 989,-71 989,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="839" y="-86.4">genotyping.SubjectCaging</text>
+</a>
+</g>
+</g>
+<!-- genotyping.GenotypeTest -->
+<g class="node" id="node9">
+<title>genotyping.GenotypeTest</title>
+<g id="a_node9"><a xlink:title="→ subject.Subject
→ genotyping.Sequence
genotype_test_id     
------------------------------
test_result          
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="813,-106 661,-106 661,-71 813,-71 813,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="669" y="-86.4">genotyping.GenotypeTest</text>
+</a>
+</g>
+</g>
+<!-- genotyping.Sequence -->
+<g class="node" id="node10">
+<title>genotyping.Sequence</title>
+<g id="a_node10"><a xlink:title="sequence             
------------------------------
base_pairs=&quot;&quot;        
sequence_desc=&quot;&quot;     
">
+<polygon fill="#000000" fill-opacity="0.125490" points="711,-177 601,-177 601,-142 711,-142 711,-177" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="609" y="-158">genotyping.Sequence</text>
+</a>
+</g>
+</g>
+<!-- genotyping.Sequence&#45;&gt;genotyping.AlleleSequence -->
+<g class="edge" id="edge6">
+<title>genotyping.Sequence-&gt;genotyping.AlleleSequence</title>
+<path d="M636.63,-141.8C624.06,-130.95 607.73,-116.87 595.19,-106.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- genotyping.Sequence&#45;&gt;genotyping.GenotypeTest -->
+<g class="edge" id="edge7">
+<title>genotyping.Sequence-&gt;genotyping.GenotypeTest</title>
+<path d="M675.61,-141.8C688.34,-130.95 704.87,-116.87 717.57,-106.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- genotyping.Cage -->
+<g class="node" id="node11">
+<title>genotyping.Cage</title>
+<g id="a_node11"><a xlink:title="cage                 
------------------------------
cage_purpose=&quot;&quot;      
">
+<polygon fill="#000000" fill-opacity="0.125490" points="955,-177 865,-177 865,-142 955,-142 955,-177" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="873" y="-158">genotyping.Cage</text>
+</a>
+</g>
+</g>
+<!-- genotyping.Cage&#45;&gt;genotyping.SubjectCaging -->
+<g class="edge" id="edge8">
+<title>genotyping.Cage-&gt;genotyping.SubjectCaging</title>
+<path d="M910,-141.8C910,-130.95 910,-116.87 910,-106.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+</g>
+</svg>
\ No newline at end of file
diff --git a/images/lab_diagram.svg b/images/lab_diagram.svg
index b954e4c..f13349d 100644
--- a/images/lab_diagram.svg
+++ b/images/lab_diagram.svg
@@ -1,130 +1,179 @@
-<svg height="114pt" viewBox="0.00 0.00 470.00 114.00" width="470pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
-<polygon fill="white" points="-4,4 -4,-110 466,-110 466,4 -4,4" stroke="transparent"/>
-<!-- Lab -->
-<g class="node" id="node1">
-<title>Lab</title>
-<g id="a_node1"><a xlink:title="lab                  
------------------------------
lab_name             
institution          
address              
time_zone            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="55,-106 20,-106 20,-71 55,-71 55,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="29.5" y="-87">Lab</text>
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="726pt" height="224pt"
+ viewBox="0.00 0.00 726.00 224.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 220)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-220 722,-220 722,4 -4,4"/>
+<!-- lab.Protocol -->
+<g id="node1" class="node">
+<title>lab.Protocol</title>
+<g id="a_node1"><a xlink:title="protocol &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.ProtocolType&#13;protocol_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="78.5,-145 10.5,-145 10.5,-110 78.5,-110 78.5,-145"/>
+<text text-anchor="start" x="18.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Protocol</text>
 </a>
 </g>
 </g>
-<!-- lab.LabMembership -->
-<g class="node" id="node7">
-<title>lab.LabMembership</title>
-<g id="a_node7"><a xlink:title="→ Lab
→ User
------------------------------
→ [nullable] lab.UserRole
">
-<polygon fill="#000000" fill-opacity="0.125490" points="172,-35 71,-35 71,0 172,0 172,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="121.5" y="-15">lab.LabMembership</text>
+<!-- lab.Project -->
+<g id="node2" class="node">
+<title>lab.Project</title>
+<g id="a_node2"><a xlink:title="project &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;project_description=&quot;&quot; &#13;repositoryurl=&quot;&quot; &#160;&#160;&#160;&#160;&#13;repositoryname=&quot;&quot; &#160;&#160;&#160;&#13;pharmacology=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;viruses=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;slices=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;stimulus=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;surgery=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="274,-216 211,-216 211,-181 274,-181 274,-216"/>
+<text text-anchor="start" x="219" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project</text>
 </a>
 </g>
 </g>
-<!-- Lab&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge1">
-<title>Lab-&gt;lab.LabMembership</title>
-<path d="M55.31,-72.87C68.8,-61.79 87.33,-46.57 101.35,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- lab.ProjectUser -->
+<g id="node3" class="node">
+<title>lab.ProjectUser</title>
+<g id="a_node3"><a xlink:title="→ lab.Project&#13;→ lab.User&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="453,-145 354,-145 354,-110 453,-110 453,-145"/>
+<text text-anchor="middle" x="403.5" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">lab.ProjectUser</text>
+</a>
+</g>
 </g>
-<!-- Location -->
-<g class="node" id="node8">
-<title>Location</title>
-<g id="a_node8"><a xlink:title="→ Lab
location             
------------------------------
location_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="53,-35 0,-35 0,0 53,0 53,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="8" y="-16">Location</text>
+<!-- lab.Project&#45;&gt;lab.ProjectUser -->
+<g id="edge1" class="edge">
+<title>lab.Project&#45;&gt;lab.ProjectUser</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M274.31,-183.87C300.33,-172.71 337.24,-156.9 364.94,-145.02"/>
+</g>
+<!-- lab.Project.Sourcecode -->
+<g id="node4" class="node">
+<title>lab.Project.Sourcecode</title>
+<g id="a_node4"><a xlink:title="→ lab.Project&#13;codeurl &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="214.5,-137 96.5,-137 96.5,-118 214.5,-118 214.5,-137"/>
+<text text-anchor="start" x="104.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Sourcecode</text>
 </a>
 </g>
 </g>
-<!-- Lab&#45;&gt;Location -->
-<g class="edge" id="edge2">
-<title>Lab-&gt;Location</title>
-<path d="M34.84,-70.8C33.11,-59.95 30.86,-45.87 29.14,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->
+<g id="edge2" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Sourcecode</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M221.44,-180.8C204.14,-167.08 180.32,-148.19 166.55,-137.27"/>
 </g>
-<!-- lab.Project -->
-<g class="node" id="node2">
-<title>lab.Project</title>
-<g id="a_node2"><a xlink:title="project              
------------------------------
project_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="290,-106 227,-106 227,-71 290,-71 290,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="235" y="-87">lab.Project</text>
+<!-- lab.Project.Keywords -->
+<g id="node5" class="node">
+<title>lab.Project.Keywords</title>
+<g id="a_node5"><a xlink:title="→ lab.Project&#13;keyword &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="297.5,-74 187.5,-74 187.5,-55 297.5,-55 297.5,-74"/>
+<text text-anchor="start" x="195.5" y="-63" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Keywords</text>
 </a>
 </g>
 </g>
-<!-- lab.ProjectUser -->
-<g class="node" id="node5">
-<title>lab.ProjectUser</title>
-<g id="a_node5"><a xlink:title="→ lab.Project
→ User
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="299,-35 200,-35 200,0 299,0 299,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="249.5" y="-14.4">lab.ProjectUser</text>
+<!-- lab.Project&#45;&gt;lab.Project.Keywords -->
+<g id="edge3" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Keywords</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M242.5,-180.78C242.5,-152.34 242.5,-95.52 242.5,-74.02"/>
+</g>
+<!-- lab.Project.Publication -->
+<g id="node6" class="node">
+<title>lab.Project.Publication</title>
+<g id="a_node6"><a xlink:title="→ lab.Project&#13;publication &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="382.5,-19 268.5,-19 268.5,0 382.5,0 382.5,-19"/>
+<text text-anchor="start" x="276.5" y="-8" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Publication</text>
 </a>
 </g>
 </g>
-<!-- lab.Project&#45;&gt;lab.ProjectUser -->
-<g class="edge" id="edge3">
-<title>lab.Project-&gt;lab.ProjectUser</title>
-<path d="M256.32,-70.8C254.91,-59.95 253.07,-45.87 251.66,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- lab.Project&#45;&gt;lab.Project.Publication -->
+<g id="edge4" class="edge">
+<title>lab.Project&#45;&gt;lab.Project.Publication</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M252.44,-180.8C266.01,-157.49 290.47,-113.62 306.5,-74 314.18,-55.01 320.37,-31.73 323.42,-19.3"/>
+</g>
+<!-- lab.Location -->
+<g id="node7" class="node">
+<title>lab.Location</title>
+<g id="a_node7"><a xlink:title="→ lab.Lab&#13;location &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;location_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="659,-145 590,-145 590,-110 659,-110 659,-145"/>
+<text text-anchor="start" x="598" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Location</text>
+</a>
+</g>
 </g>
 <!-- lab.UserRole -->
-<g class="node" id="node3">
+<g id="node8" class="node">
 <title>lab.UserRole</title>
-<g id="a_node3"><a xlink:title="user_role            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="152.5,-106 78.5,-106 78.5,-71 152.5,-71 152.5,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="86.5" y="-87">lab.UserRole</text>
+<g id="a_node8"><a xlink:title="user_role &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="558.5,-216 484.5,-216 484.5,-181 558.5,-181 558.5,-216"/>
+<text text-anchor="start" x="492.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.UserRole</text>
+</a>
+</g>
+</g>
+<!-- lab.LabMembership -->
+<g id="node9" class="node">
+<title>lab.LabMembership</title>
+<g id="a_node9"><a xlink:title="→ lab.Lab&#13;→ lab.User&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ [nullable] lab.UserRole&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="572,-145 471,-145 471,-110 572,-110 572,-145"/>
+<text text-anchor="middle" x="521.5" y="-125" font-family="arial" font-size="10.00">lab.LabMembership</text>
 </a>
 </g>
 </g>
 <!-- lab.UserRole&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge4">
-<title>lab.UserRole-&gt;lab.LabMembership</title>
-<path d="M116.95,-70.8C117.9,-59.95 119.12,-45.87 120.06,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+<g id="edge5" class="edge">
+<title>lab.UserRole&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M521.5,-180.8C521.5,-169.95 521.5,-155.87 521.5,-145.05"/>
+</g>
+<!-- lab.Source -->
+<g id="node10" class="node">
+<title>lab.Source</title>
+<g id="a_node10"><a xlink:title="source &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;source_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;contact_details=&quot;&quot; &#160;&#160;&#13;source_description=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="718,-216 655,-216 655,-181 718,-181 718,-216"/>
+<text text-anchor="start" x="663" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Source</text>
+</a>
+</g>
 </g>
 <!-- lab.ProtocolType -->
-<g class="node" id="node4">
+<g id="node11" class="node">
 <title>lab.ProtocolType</title>
-<g id="a_node4"><a xlink:title="protocol_type        
">
-<polygon fill="#000000" fill-opacity="0.125490" points="397,-106 308,-106 308,-71 397,-71 397,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="316" y="-87">lab.ProtocolType</text>
+<g id="a_node11"><a xlink:title="protocol_type &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="89,-216 0,-216 0,-181 89,-181 89,-216"/>
+<text text-anchor="start" x="8" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.ProtocolType</text>
 </a>
 </g>
 </g>
-<!-- Protocol -->
-<g class="node" id="node10">
-<title>Protocol</title>
-<g id="a_node10"><a xlink:title="protocol             
------------------------------
→ lab.ProtocolType
protocol_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="379,-35 326,-35 326,0 379,0 379,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="334" y="-16">Protocol</text>
-</a>
+<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->
+<g id="edge6" class="edge">
+<title>lab.ProtocolType&#45;&gt;lab.Protocol</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M44.5,-180.8C44.5,-169.95 44.5,-155.87 44.5,-145.05"/>
 </g>
+<!-- lab.Lab -->
+<g id="node12" class="node">
+<title>lab.Lab</title>
+<g id="a_node12"><a xlink:title="lab &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;lab_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;institution &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;address &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;time_zone &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="636.5,-216 588.5,-216 588.5,-181 636.5,-181 636.5,-216"/>
+<text text-anchor="start" x="596.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Lab</text>
+</a>
 </g>
-<!-- lab.ProtocolType&#45;&gt;Protocol -->
-<g class="edge" id="edge5">
-<title>lab.ProtocolType-&gt;Protocol</title>
-<path d="M352.5,-70.8C352.5,-59.95 352.5,-45.87 352.5,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
 </g>
-<!-- Source -->
-<g class="node" id="node6">
-<title>Source</title>
-<g id="a_node6"><a xlink:title="source               
------------------------------
source_name          
contact_details=&quot;&quot;   
source_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="462,-106 415,-106 415,-71 462,-71 462,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="423" y="-87">Source</text>
-</a>
+<!-- lab.Lab&#45;&gt;lab.Location -->
+<g id="edge7" class="edge">
+<title>lab.Lab&#45;&gt;lab.Location</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M615.4,-180.8C617.29,-169.95 619.74,-155.87 621.62,-145.05"/>
 </g>
+<!-- lab.Lab&#45;&gt;lab.LabMembership -->
+<g id="edge8" class="edge">
+<title>lab.Lab&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M590.47,-180.8C576.16,-169.95 557.59,-155.87 543.33,-145.05"/>
 </g>
-<!-- User -->
-<g class="node" id="node9">
-<title>User</title>
-<g id="a_node9"><a xlink:title="user                 
------------------------------
user_email=&quot;&quot;        
user_cellphone=&quot;&quot;    
">
-<polygon fill="#000000" fill-opacity="0.125490" points="208.5,-106 170.5,-106 170.5,-71 208.5,-71 208.5,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="178.5" y="-87">User</text>
+<!-- lab.User -->
+<g id="node13" class="node">
+<title>lab.User</title>
+<g id="a_node13"><a xlink:title="user &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;user_email=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;user_cellphone=&quot;&quot; &#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="448,-216 395,-216 395,-181 448,-181 448,-216"/>
+<text text-anchor="start" x="403" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.User</text>
 </a>
 </g>
 </g>
-<!-- User&#45;&gt;lab.ProjectUser -->
-<g class="edge" id="edge6">
-<title>User-&gt;lab.ProjectUser</title>
-<path d="M204.02,-70.8C213.46,-59.95 225.7,-45.87 235.11,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- lab.User&#45;&gt;lab.ProjectUser -->
+<g id="edge9" class="edge">
+<title>lab.User&#45;&gt;lab.ProjectUser</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M417.14,-180.8C414.31,-169.95 410.64,-155.87 407.82,-145.05"/>
 </g>
-<!-- User&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge7">
-<title>User-&gt;lab.LabMembership</title>
-<path d="M173.04,-70.8C162.35,-59.95 148.47,-45.87 137.81,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- lab.User&#45;&gt;lab.LabMembership -->
+<g id="edge10" class="edge">
+<title>lab.User&#45;&gt;lab.LabMembership</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M445.45,-180.97C461.17,-170.13 481.65,-156 497.4,-145.13"/>
 </g>
 </g>
-</svg>
\ No newline at end of file
+</svg>
diff --git a/images/lab_diagram_PendingUpdate.svg b/images/lab_diagram_PendingUpdate.svg
deleted file mode 100644
index 2805db4..0000000
--- a/images/lab_diagram_PendingUpdate.svg
+++ /dev/null
@@ -1,222 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Generated by graphviz version 2.50.0 (20211204.2007)
- -->
-<!-- Pages: 1 -->
-<svg width="1103pt" height="224pt"
- viewBox="0.00 0.00 1103.00 224.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 220)">
-<polygon fill="white" stroke="transparent" points="-4,4 -4,-220 1099,-220 1099,4 -4,4"/>
-<!-- `neuro_lab`.`#skull_reference` -->
-<g id="node1" class="node">
-<title>`neuro_lab`.`#skull_reference`</title>
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="145,-216 0,-216 0,-181 145,-181 145,-216"/>
-<text text-anchor="start" x="8" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">`neuro_lab`.`#skull_reference`</text>
-</g>
-<!-- lab.Protocol -->
-<g id="node2" class="node">
-<title>lab.Protocol</title>
-<g id="a_node2"><a xlink:title="protocol &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.ProtocolType&#13;protocol_description=&quot;&quot; &#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="241.5,-145 173.5,-145 173.5,-110 241.5,-110 241.5,-145"/>
-<text text-anchor="start" x="181.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Protocol</text>
-</a>
-</g>
-</g>
-<!-- lab.Equipment.EphysEquipment -->
-<g id="node3" class="node">
-<title>lab.Equipment.EphysEquipment</title>
-<g id="a_node3"><a xlink:title="→ lab.Equipment&#13;">
-<polygon fill="transparent" stroke="transparent" points="415.5,-137 259.5,-137 259.5,-118 415.5,-118 415.5,-137"/>
-<text text-anchor="middle" x="337.5" y="-125" font-family="arial" font-size="10.00">lab.Equipment.EphysEquipment</text>
-</a>
-</g>
-</g>
-<!-- lab.ProtocolType -->
-<g id="node4" class="node">
-<title>lab.ProtocolType</title>
-<g id="a_node4"><a xlink:title="protocol_type &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="252,-216 163,-216 163,-181 252,-181 252,-216"/>
-<text text-anchor="start" x="171" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.ProtocolType</text>
-</a>
-</g>
-</g>
-<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->
-<g id="edge1" class="edge">
-<title>lab.ProtocolType&#45;&gt;lab.Protocol</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M207.5,-180.8C207.5,-169.95 207.5,-155.87 207.5,-145.05"/>
-</g>
-<!-- lab.Project.Sourcecode -->
-<g id="node5" class="node">
-<title>lab.Project.Sourcecode</title>
-<g id="a_node5"><a xlink:title="→ lab.Project&#13;codeurl=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="transparent" stroke="transparent" points="589.5,-137 471.5,-137 471.5,-118 589.5,-118 589.5,-137"/>
-<text text-anchor="start" x="479.5" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Sourcecode</text>
-</a>
-</g>
-</g>
-<!-- lab.Project -->
-<g id="node6" class="node">
-<title>lab.Project</title>
-<g id="a_node6"><a xlink:title="project &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;project_description=&quot;&quot; &#13;repositoryurl=&quot;&quot; &#160;&#160;&#160;&#160;&#13;repositoryname=&quot;&quot; &#160;&#160;&#160;&#13;pharmacology=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#13;viruses=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;slices=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;stimulus=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;surgery=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="649,-216 586,-216 586,-181 649,-181 649,-216"/>
-<text text-anchor="start" x="594" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project</text>
-</a>
-</g>
-</g>
-<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->
-<g id="edge2" class="edge">
-<title>lab.Project&#45;&gt;lab.Project.Sourcecode</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M596.44,-180.8C579.14,-167.08 555.32,-148.19 541.55,-137.27"/>
-</g>
-<!-- lab.ProjectUser -->
-<g id="node7" class="node">
-<title>lab.ProjectUser</title>
-<g id="a_node7"><a xlink:title="→ lab.Project&#13;→ lab.User&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="830,-145 731,-145 731,-110 830,-110 830,-145"/>
-<text text-anchor="middle" x="780.5" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">lab.ProjectUser</text>
-</a>
-</g>
-</g>
-<!-- lab.Project&#45;&gt;lab.ProjectUser -->
-<g id="edge3" class="edge">
-<title>lab.Project&#45;&gt;lab.ProjectUser</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M649.31,-184.03C675.63,-172.89 713.11,-157.03 741.28,-145.1"/>
-</g>
-<!-- lab.Project.Publication -->
-<g id="node8" class="node">
-<title>lab.Project.Publication</title>
-<g id="a_node8"><a xlink:title="→ lab.Project&#13;publication=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="transparent" stroke="transparent" points="674.5,-74 560.5,-74 560.5,-55 674.5,-55 674.5,-74"/>
-<text text-anchor="start" x="568.5" y="-63" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Publication</text>
-</a>
-</g>
-</g>
-<!-- lab.Project&#45;&gt;lab.Project.Publication -->
-<g id="edge4" class="edge">
-<title>lab.Project&#45;&gt;lab.Project.Publication</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M617.5,-180.78C617.5,-152.34 617.5,-95.52 617.5,-74.02"/>
-</g>
-<!-- lab.Project.Keywords -->
-<g id="node9" class="node">
-<title>lab.Project.Keywords</title>
-<g id="a_node9"><a xlink:title="→ lab.Project&#13;keyword=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="transparent" stroke="transparent" points="757.5,-19 647.5,-19 647.5,0 757.5,0 757.5,-19"/>
-<text text-anchor="start" x="655.5" y="-8" font-family="arial" text-decoration="underline" font-size="10.00">lab.Project.Keywords</text>
-</a>
-</g>
-</g>
-<!-- lab.Project&#45;&gt;lab.Project.Keywords -->
-<g id="edge5" class="edge">
-<title>lab.Project&#45;&gt;lab.Project.Keywords</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M627.79,-180.84C641.83,-157.59 667.11,-113.79 683.5,-74 691.3,-55.06 697.44,-31.76 700.46,-19.32"/>
-</g>
-<!-- lab.User -->
-<g id="node10" class="node">
-<title>lab.User</title>
-<g id="a_node10"><a xlink:title="user &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;user_email=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;user_cellphone=&quot;&quot; &#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="825,-216 772,-216 772,-181 825,-181 825,-216"/>
-<text text-anchor="start" x="780" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.User</text>
-</a>
-</g>
-</g>
-<!-- lab.User&#45;&gt;lab.ProjectUser -->
-<g id="edge6" class="edge">
-<title>lab.User&#45;&gt;lab.ProjectUser</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M794.14,-180.8C791.31,-169.95 787.64,-155.87 784.82,-145.05"/>
-</g>
-<!-- lab.LabMembership -->
-<g id="node11" class="node">
-<title>lab.LabMembership</title>
-<g id="a_node11"><a xlink:title="→ lab.Lab&#13;→ lab.User&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ [nullable] lab.UserRole&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="949,-145 848,-145 848,-110 949,-110 949,-145"/>
-<text text-anchor="middle" x="898.5" y="-125" font-family="arial" font-size="10.00">lab.LabMembership</text>
-</a>
-</g>
-</g>
-<!-- lab.User&#45;&gt;lab.LabMembership -->
-<g id="edge7" class="edge">
-<title>lab.User&#45;&gt;lab.LabMembership</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M822.45,-180.97C838.17,-170.13 858.65,-156 874.4,-145.13"/>
-</g>
-<!-- lab.Lab -->
-<g id="node12" class="node">
-<title>lab.Lab</title>
-<g id="a_node12"><a xlink:title="lab &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;lab_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;institution &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;address &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;time_zone &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1013.5,-216 965.5,-216 965.5,-181 1013.5,-181 1013.5,-216"/>
-<text text-anchor="start" x="973.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Lab</text>
-</a>
-</g>
-</g>
-<!-- lab.Lab&#45;&gt;lab.LabMembership -->
-<g id="edge8" class="edge">
-<title>lab.Lab&#45;&gt;lab.LabMembership</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M967.47,-180.8C953.16,-169.95 934.59,-155.87 920.33,-145.05"/>
-</g>
-<!-- lab.Location -->
-<g id="node13" class="node">
-<title>lab.Location</title>
-<g id="a_node13"><a xlink:title="→ lab.Lab&#13;location &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;location_description=&quot;&quot; &#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1036,-145 967,-145 967,-110 1036,-110 1036,-145"/>
-<text text-anchor="start" x="975" y="-126" font-family="arial" text-decoration="underline" font-size="10.00">lab.Location</text>
-</a>
-</g>
-</g>
-<!-- lab.Lab&#45;&gt;lab.Location -->
-<g id="edge9" class="edge">
-<title>lab.Lab&#45;&gt;lab.Location</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M992.4,-180.8C994.29,-169.95 996.74,-155.87 998.62,-145.05"/>
-</g>
-<!-- lab.Equipment -->
-<g id="node14" class="node">
-<title>lab.Equipment</title>
-<g id="a_node14"><a xlink:title="scanner &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="437.5,-216 343.5,-216 343.5,-181 437.5,-181 437.5,-216"/>
-<text text-anchor="start" x="351.5" y="-196.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">lab.Equipment</text>
-</a>
-</g>
-</g>
-<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->
-<g id="edge10" class="edge">
-<title>lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M377.67,-180.8C367.13,-167.08 352.62,-148.19 344.23,-137.27"/>
-</g>
-<!-- lab.Equipment.CaImgEquipment -->
-<g id="node15" class="node">
-<title>lab.Equipment.CaImgEquipment</title>
-<g id="a_node15"><a xlink:title="→ lab.Equipment&#13;caimg_equip_type &#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;caimg_equip_descrip &#160;&#13;excitation_lambda &#160;&#160;&#160;&#13;emission_lambda &#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="transparent" stroke="transparent" points="522.5,-74 364.5,-74 364.5,-55 522.5,-55 522.5,-74"/>
-<text text-anchor="start" x="372.5" y="-63" font-family="arial" text-decoration="underline" font-size="10.00">lab.Equipment.CaImgEquipment</text>
-</a>
-</g>
-</g>
-<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->
-<g id="edge11" class="edge">
-<title>lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M403.4,-180.83C410.53,-170.9 419.03,-157.78 424.5,-145 435,-120.48 440.33,-89.1 442.41,-74.16"/>
-</g>
-<!-- lab.Source -->
-<g id="node16" class="node">
-<title>lab.Source</title>
-<g id="a_node16"><a xlink:title="source &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;source_name &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;contact_details=&quot;&quot; &#160;&#160;&#13;source_description=&quot;&quot; &#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1095,-216 1032,-216 1032,-181 1095,-181 1095,-216"/>
-<text text-anchor="start" x="1040" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.Source</text>
-</a>
-</g>
-</g>
-<!-- lab.UserRole -->
-<g id="node17" class="node">
-<title>lab.UserRole</title>
-<g id="a_node17"><a xlink:title="user_role &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="935.5,-216 861.5,-216 861.5,-181 935.5,-181 935.5,-216"/>
-<text text-anchor="start" x="869.5" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.UserRole</text>
-</a>
-</g>
-</g>
-<!-- lab.UserRole&#45;&gt;lab.LabMembership -->
-<g id="edge12" class="edge">
-<title>lab.UserRole&#45;&gt;lab.LabMembership</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M898.5,-180.8C898.5,-169.95 898.5,-155.87 898.5,-145.05"/>
-</g>
-</g>
-</svg>
diff --git a/images/lab_diagram_old.svg b/images/lab_diagram_old.svg
new file mode 100644
index 0000000..b954e4c
--- /dev/null
+++ b/images/lab_diagram_old.svg
@@ -0,0 +1,130 @@
+<svg height="114pt" viewBox="0.00 0.00 470.00 114.00" width="470pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
+<polygon fill="white" points="-4,4 -4,-110 466,-110 466,4 -4,4" stroke="transparent"/>
+<!-- Lab -->
+<g class="node" id="node1">
+<title>Lab</title>
+<g id="a_node1"><a xlink:title="lab                  
------------------------------
lab_name             
institution          
address              
time_zone            
">
+<polygon fill="#000000" fill-opacity="0.125490" points="55,-106 20,-106 20,-71 55,-71 55,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="29.5" y="-87">Lab</text>
+</a>
+</g>
+</g>
+<!-- lab.LabMembership -->
+<g class="node" id="node7">
+<title>lab.LabMembership</title>
+<g id="a_node7"><a xlink:title="→ Lab
→ User
------------------------------
→ [nullable] lab.UserRole
">
+<polygon fill="#000000" fill-opacity="0.125490" points="172,-35 71,-35 71,0 172,0 172,-35" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="121.5" y="-15">lab.LabMembership</text>
+</a>
+</g>
+</g>
+<!-- Lab&#45;&gt;lab.LabMembership -->
+<g class="edge" id="edge1">
+<title>Lab-&gt;lab.LabMembership</title>
+<path d="M55.31,-72.87C68.8,-61.79 87.33,-46.57 101.35,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- Location -->
+<g class="node" id="node8">
+<title>Location</title>
+<g id="a_node8"><a xlink:title="→ Lab
location             
------------------------------
location_description=&quot;&quot; 
">
+<polygon fill="#000000" fill-opacity="0.125490" points="53,-35 0,-35 0,0 53,0 53,-35" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="8" y="-16">Location</text>
+</a>
+</g>
+</g>
+<!-- Lab&#45;&gt;Location -->
+<g class="edge" id="edge2">
+<title>Lab-&gt;Location</title>
+<path d="M34.84,-70.8C33.11,-59.95 30.86,-45.87 29.14,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- lab.Project -->
+<g class="node" id="node2">
+<title>lab.Project</title>
+<g id="a_node2"><a xlink:title="project              
------------------------------
project_description=&quot;&quot; 
">
+<polygon fill="#000000" fill-opacity="0.125490" points="290,-106 227,-106 227,-71 290,-71 290,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="235" y="-87">lab.Project</text>
+</a>
+</g>
+</g>
+<!-- lab.ProjectUser -->
+<g class="node" id="node5">
+<title>lab.ProjectUser</title>
+<g id="a_node5"><a xlink:title="→ lab.Project
→ User
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="299,-35 200,-35 200,0 299,0 299,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="249.5" y="-14.4">lab.ProjectUser</text>
+</a>
+</g>
+</g>
+<!-- lab.Project&#45;&gt;lab.ProjectUser -->
+<g class="edge" id="edge3">
+<title>lab.Project-&gt;lab.ProjectUser</title>
+<path d="M256.32,-70.8C254.91,-59.95 253.07,-45.87 251.66,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- lab.UserRole -->
+<g class="node" id="node3">
+<title>lab.UserRole</title>
+<g id="a_node3"><a xlink:title="user_role            
">
+<polygon fill="#000000" fill-opacity="0.125490" points="152.5,-106 78.5,-106 78.5,-71 152.5,-71 152.5,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="86.5" y="-87">lab.UserRole</text>
+</a>
+</g>
+</g>
+<!-- lab.UserRole&#45;&gt;lab.LabMembership -->
+<g class="edge" id="edge4">
+<title>lab.UserRole-&gt;lab.LabMembership</title>
+<path d="M116.95,-70.8C117.9,-59.95 119.12,-45.87 120.06,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- lab.ProtocolType -->
+<g class="node" id="node4">
+<title>lab.ProtocolType</title>
+<g id="a_node4"><a xlink:title="protocol_type        
">
+<polygon fill="#000000" fill-opacity="0.125490" points="397,-106 308,-106 308,-71 397,-71 397,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="316" y="-87">lab.ProtocolType</text>
+</a>
+</g>
+</g>
+<!-- Protocol -->
+<g class="node" id="node10">
+<title>Protocol</title>
+<g id="a_node10"><a xlink:title="protocol             
------------------------------
→ lab.ProtocolType
protocol_description=&quot;&quot; 
">
+<polygon fill="#000000" fill-opacity="0.125490" points="379,-35 326,-35 326,0 379,0 379,-35" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="334" y="-16">Protocol</text>
+</a>
+</g>
+</g>
+<!-- lab.ProtocolType&#45;&gt;Protocol -->
+<g class="edge" id="edge5">
+<title>lab.ProtocolType-&gt;Protocol</title>
+<path d="M352.5,-70.8C352.5,-59.95 352.5,-45.87 352.5,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- Source -->
+<g class="node" id="node6">
+<title>Source</title>
+<g id="a_node6"><a xlink:title="source               
------------------------------
source_name          
contact_details=&quot;&quot;   
source_description=&quot;&quot; 
">
+<polygon fill="#000000" fill-opacity="0.125490" points="462,-106 415,-106 415,-71 462,-71 462,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="423" y="-87">Source</text>
+</a>
+</g>
+</g>
+<!-- User -->
+<g class="node" id="node9">
+<title>User</title>
+<g id="a_node9"><a xlink:title="user                 
------------------------------
user_email=&quot;&quot;        
user_cellphone=&quot;&quot;    
">
+<polygon fill="#000000" fill-opacity="0.125490" points="208.5,-106 170.5,-106 170.5,-71 208.5,-71 208.5,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="178.5" y="-87">User</text>
+</a>
+</g>
+</g>
+<!-- User&#45;&gt;lab.ProjectUser -->
+<g class="edge" id="edge6">
+<title>User-&gt;lab.ProjectUser</title>
+<path d="M204.02,-70.8C213.46,-59.95 225.7,-45.87 235.11,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- User&#45;&gt;lab.LabMembership -->
+<g class="edge" id="edge7">
+<title>User-&gt;lab.LabMembership</title>
+<path d="M173.04,-70.8C162.35,-59.95 148.47,-45.87 137.81,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+</g>
+</svg>
\ No newline at end of file
diff --git a/images/subject_diagram.svg b/images/subject_diagram.svg
index ecb6c89..9864ba7 100644
--- a/images/subject_diagram.svg
+++ b/images/subject_diagram.svg
@@ -1,191 +1,222 @@
-<svg height="114pt" viewBox="0.00 0.00 1597.00 114.00" width="1597pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
-<polygon fill="white" points="-4,4 -4,-110 1593,-110 1593,4 -4,4" stroke="transparent"/>
-<!-- `subject`.`subject__protocol` -->
-<g class="node" id="node1">
-<title>`subject`.`subject__protocol`</title>
-<polygon fill="transparent" points="757.5,-27 617.5,-27 617.5,-8 757.5,-8 757.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="687.5" y="-15">`subject`.`subject__protocol`</text>
-</g>
-<!-- `subject`.`#allele__source` -->
-<g class="node" id="node2">
-<title>`subject`.`#allele__source`</title>
-<polygon fill="transparent" points="1589,-27 1458,-27 1458,-8 1589,-8 1589,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1523.5" y="-15">`subject`.`#allele__source`</text>
-</g>
-<!-- `subject`.`subject__source` -->
-<g class="node" id="node3">
-<title>`subject`.`subject__source`</title>
-<polygon fill="transparent" points="909.5,-27 775.5,-27 775.5,-8 909.5,-8 909.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="842.5" y="-15">`subject`.`subject__source`</text>
-</g>
-<!-- `subject`.`#line__allele` -->
-<g class="node" id="node4">
-<title>`subject`.`#line__allele`</title>
-<polygon fill="transparent" points="1439.5,-27 1323.5,-27 1323.5,-8 1439.5,-8 1439.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1381.5" y="-15">`subject`.`#line__allele`</text>
-</g>
-<!-- `subject`.`subject__strain` -->
-<g class="node" id="node5">
-<title>`subject`.`subject__strain`</title>
-<polygon fill="transparent" points="129,-27 0,-27 0,-8 129,-8 129,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="64.5" y="-15">`subject`.`subject__strain`</text>
-</g>
-<!-- `subject`.`subject__line` -->
-<g class="node" id="node6">
-<title>`subject`.`subject__line`</title>
-<polygon fill="transparent" points="1183.5,-27 1063.5,-27 1063.5,-8 1183.5,-8 1183.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1123.5" y="-15">`subject`.`subject__line`</text>
-</g>
-<!-- `subject`.`subject__lab` -->
-<g class="node" id="node7">
-<title>`subject`.`subject__lab`</title>
-<polygon fill="transparent" points="1045.5,-27 927.5,-27 927.5,-8 1045.5,-8 1045.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="986.5" y="-15">`subject`.`subject__lab`</text>
-</g>
-<!-- `subject`.`subject__user` -->
-<g class="node" id="node8">
-<title>`subject`.`subject__user`</title>
-<polygon fill="transparent" points="271.5,-27 147.5,-27 147.5,-8 271.5,-8 271.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="209.5" y="-15">`subject`.`subject__user`</text>
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.50.0 (20211204.2007)
+ -->
+<!-- Pages: 1 -->
+<svg width="1117pt" height="295pt"
+ viewBox="0.00 0.00 1117.00 295.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 291)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-291 1113,-291 1113,4 -4,4"/>
+<!-- subject.Subject.Source -->
+<g id="node1" class="node">
+<title>subject.Subject.Source</title>
+<g id="a_node1"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;">
+<polygon fill="transparent" stroke="transparent" points="416,-208 298,-208 298,-189 416,-189 416,-208"/>
+<text text-anchor="middle" x="357" y="-196" font-family="arial" font-size="10.00">subject.Subject.Source</text>
+</a>
 </g>
-<!-- subject.Subject -->
-<g class="node" id="node9">
-<title>subject.Subject</title>
-<g id="a_node9"><a xlink:title="subject              
------------------------------
sex                  
subject_birth_date   
subject_description=&quot;&quot; 
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="736.5,-106 638.5,-106 638.5,-71 736.5,-71 736.5,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="646.5" y="-86.4">subject.Subject</text>
+</g>
+<!-- subject.SubjectDeath -->
+<g id="node2" class="node">
+<title>subject.SubjectDeath</title>
+<g id="a_node2"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;death_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="453.5,-145 322.5,-145 322.5,-110 453.5,-110 453.5,-145"/>
+<text text-anchor="middle" x="388" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectDeath</text>
 </a>
 </g>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__protocol` -->
-<g class="edge" id="edge4">
-<title>subject.Subject-&gt;`subject`.`subject__protocol`</title>
-<path d="M687.5,-70.8C687.5,-57.08 687.5,-38.19 687.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Allele.Source -->
+<g id="node3" class="node">
+<title>subject.Allele.Source</title>
+<g id="a_node3"><a xlink:title="→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;source_identifier=&quot;&quot; &#13;source_url=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;expression_data_url=&quot;&quot; &#13;">
+<polygon fill="transparent" stroke="transparent" points="994.5,-208 885.5,-208 885.5,-189 994.5,-189 994.5,-208"/>
+<text text-anchor="middle" x="940" y="-196" font-family="arial" font-size="10.00">subject.Allele.Source</text>
+</a>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__source` -->
-<g class="edge" id="edge2">
-<title>subject.Subject-&gt;`subject`.`subject__source`</title>
-<path d="M724.63,-70.97C755.61,-57.18 798.55,-38.06 823.13,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__strain` -->
-<g class="edge" id="edge3">
-<title>subject.Subject-&gt;`subject`.`subject__strain`</title>
-<path d="M638.4,-84.85C542.07,-79.21 321.72,-64.07 138.5,-35 125.37,-32.92 111.08,-29.91 98.59,-27.03" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+<!-- subject.Subject.Lab -->
+<g id="node4" class="node">
+<title>subject.Subject.Lab</title>
+<g id="a_node4"><a xlink:title="→ subject.Subject&#13;→ lab.Lab&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;subject_alias=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
+<polygon fill="transparent" stroke="transparent" points="533.5,-74 430.5,-74 430.5,-55 533.5,-55 533.5,-74"/>
+<text text-anchor="middle" x="482" y="-62" font-family="arial" font-size="10.00">subject.Subject.Lab</text>
+</a>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__line` -->
-<g class="edge" id="edge5">
-<title>subject.Subject-&gt;`subject`.`subject__line`</title>
-<path d="M736.71,-81.93C807.37,-73.6 941.49,-56.55 1054.5,-35 1066.36,-32.74 1079.25,-29.79 1090.64,-27.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__lab` -->
-<g class="edge" id="edge6">
-<title>subject.Subject-&gt;`subject`.`subject__lab`</title>
-<path d="M736.67,-76.54C783.46,-66.06 855.84,-49.72 918.5,-35 929.26,-32.47 940.96,-29.66 951.58,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Line.Allele -->
+<g id="node5" class="node">
+<title>subject.Line.Allele</title>
+<g id="a_node5"><a xlink:title="→ subject.Line&#13;→ subject.Allele&#13;">
+<polygon fill="transparent" stroke="transparent" points="1109,-208 1013,-208 1013,-189 1109,-189 1109,-208"/>
+<text text-anchor="middle" x="1061" y="-196" font-family="arial" font-size="10.00">subject.Line.Allele</text>
+</a>
 </g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__user` -->
-<g class="edge" id="edge1">
-<title>subject.Subject-&gt;`subject`.`subject__user`</title>
-<path d="M638.39,-82.77C561.66,-75.02 408.81,-58.13 280.5,-35 268.29,-32.8 255.03,-29.87 243.3,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
 </g>
-<!-- subject.SubjectDeath -->
-<g class="node" id="node10">
-<title>subject.SubjectDeath</title>
-<g id="a_node10"><a xlink:title="→ subject.Subject
------------------------------
death_date           
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="421,-35 290,-35 290,0 421,0 421,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="355.5" y="-14.4">subject.SubjectDeath</text>
+<!-- subject.Subject.User -->
+<g id="node6" class="node">
+<title>subject.Subject.User</title>
+<g id="a_node6"><a xlink:title="→ subject.Subject&#13;→ lab.User&#13;">
+<polygon fill="transparent" stroke="transparent" points="108,-19 0,-19 0,0 108,0 108,-19"/>
+<text text-anchor="middle" x="54" y="-7" font-family="arial" font-size="10.00">subject.Subject.User</text>
 </a>
 </g>
 </g>
-<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
-<g class="edge" id="edge7">
-<title>subject.Subject-&gt;subject.SubjectDeath</title>
-<path d="M638.19,-77.66C586.41,-67.27 502.67,-50.31 430.5,-35 427.5,-34.36 424.43,-33.71 421.34,-33.04" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+<!-- subject.Zygosity -->
+<g id="node7" class="node">
+<title>subject.Zygosity</title>
+<g id="a_node7"><a xlink:title="→ subject.Subject&#13;→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;zygosity &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="744.5,-216 641.5,-216 641.5,-181 744.5,-181 744.5,-216"/>
+<text text-anchor="middle" x="693" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.Zygosity</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject.Strain -->
+<g id="node8" class="node">
+<title>subject.Subject.Strain</title>
+<g id="a_node8"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Strain&#13;">
+<polygon fill="transparent" stroke="transparent" points="623.5,-208 510.5,-208 510.5,-189 623.5,-189 623.5,-208"/>
+<text text-anchor="middle" x="567" y="-196" font-family="arial" font-size="10.00">subject.Subject.Strain</text>
+</a>
+</g>
 </g>
 <!-- subject.SubjectCullMethod -->
-<g class="node" id="node11">
+<g id="node9" class="node">
 <title>subject.SubjectCullMethod</title>
-<g id="a_node11"><a xlink:title="→ subject.Subject
------------------------------
cull_method          
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="599.5,-35 439.5,-35 439.5,0 599.5,0 599.5,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="519.5" y="-14.4">subject.SubjectCullMethod</text>
+<g id="a_node9"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;cull_method &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="242,-216 82,-216 82,-181 242,-181 242,-216"/>
+<text text-anchor="middle" x="162" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectCullMethod</text>
 </a>
 </g>
 </g>
-<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
-<g class="edge" id="edge8">
-<title>subject.Subject-&gt;subject.SubjectCullMethod</title>
-<path d="M647.26,-70.97C620.76,-60.09 586.2,-45.89 559.7,-35.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Zygosity -->
-<g class="node" id="node14">
-<title>subject.Zygosity</title>
-<g id="a_node14"><a xlink:title="→ subject.Subject
→ subject.Allele
------------------------------
zygosity             
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="1305,-35 1202,-35 1202,0 1305,0 1305,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="1253.5" y="-14.4">subject.Zygosity</text>
+<!-- subject.Subject.Line -->
+<g id="node10" class="node">
+<title>subject.Subject.Line</title>
+<g id="a_node10"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Line&#13;">
+<polygon fill="transparent" stroke="transparent" points="867.5,-208 762.5,-208 762.5,-189 867.5,-189 867.5,-208"/>
+<text text-anchor="middle" x="815" y="-196" font-family="arial" font-size="10.00">subject.Subject.Line</text>
 </a>
 </g>
 </g>
-<!-- subject.Subject&#45;&gt;subject.Zygosity -->
-<g class="edge" id="edge9">
-<title>subject.Subject-&gt;subject.Zygosity</title>
-<path d="M736.62,-85.02C827.34,-79.86 1026.98,-65.78 1192.5,-35 1195.52,-34.44 1198.61,-33.8 1201.72,-33.11" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Subject.Protocol -->
+<g id="node11" class="node">
+<title>subject.Subject.Protocol</title>
+<g id="a_node11"><a xlink:title="→ subject.Subject&#13;→ lab.Protocol&#13;">
+<polygon fill="transparent" stroke="transparent" points="304.5,-137 181.5,-137 181.5,-118 304.5,-118 304.5,-137"/>
+<text text-anchor="middle" x="243" y="-125" font-family="arial" font-size="10.00">subject.Subject.Protocol</text>
+</a>
 </g>
-<!-- subject.Strain -->
-<g class="node" id="node12">
-<title>subject.Strain</title>
-<g id="a_node12"><a xlink:title="strain               
------------------------------
strain_standard_name 
strain_desc=&quot;&quot;       
">
-<polygon fill="#000000" fill-opacity="0.125490" points="103,-106 26,-106 26,-71 103,-71 103,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="34" y="-87">subject.Strain</text>
+</g>
+<!-- subject.Line -->
+<g id="node12" class="node">
+<title>subject.Line</title>
+<g id="a_node12"><a xlink:title="line &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;line_description=&quot;&quot; &#160;&#13;target_phenotype=&quot;&quot; &#160;&#13;is_active &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1095.5,-287 1026.5,-287 1026.5,-252 1095.5,-252 1095.5,-287"/>
+<text text-anchor="start" x="1034.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Line</text>
 </a>
 </g>
 </g>
-<!-- subject.Strain&#45;&gt;`subject`.`subject__strain` -->
-<g class="edge" id="edge10">
-<title>subject.Strain-&gt;`subject`.`subject__strain`</title>
-<path d="M64.5,-70.8C64.5,-57.08 64.5,-38.19 64.5,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Line&#45;&gt;subject.Line.Allele -->
+<g id="edge1" class="edge">
+<title>subject.Line&#45;&gt;subject.Line.Allele</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M1061,-251.8C1061,-238.08 1061,-219.19 1061,-208.27"/>
+</g>
+<!-- subject.Line&#45;&gt;subject.Subject.Line -->
+<g id="edge2" class="edge">
+<title>subject.Line&#45;&gt;subject.Subject.Line</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M1026.28,-258.76C978.07,-245.24 891.62,-220.99 845.67,-208.1"/>
 </g>
 <!-- subject.Allele -->
-<g class="node" id="node13">
+<g id="node13" class="node">
 <title>subject.Allele</title>
-<g id="a_node13"><a xlink:title="allele               
------------------------------
allele_standard_name=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="1419,-106 1344,-106 1344,-71 1419,-71 1419,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1352" y="-87">subject.Allele</text>
+<g id="a_node13"><a xlink:title="allele &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;allele_standard_name=&quot;&quot; &#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="977.5,-287 902.5,-287 902.5,-252 977.5,-252 977.5,-287"/>
+<text text-anchor="start" x="910.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Allele</text>
 </a>
 </g>
 </g>
-<!-- subject.Allele&#45;&gt;`subject`.`#allele__source` -->
-<g class="edge" id="edge12">
-<title>subject.Allele-&gt;`subject`.`#allele__source`</title>
-<path d="M1415.51,-70.97C1443.9,-57.18 1483.24,-38.06 1505.76,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+<!-- subject.Allele&#45;&gt;subject.Allele.Source -->
+<g id="edge3" class="edge">
+<title>subject.Allele&#45;&gt;subject.Allele.Source</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M940,-251.8C940,-238.08 940,-219.19 940,-208.27"/>
 </g>
-<!-- subject.Allele&#45;&gt;`subject`.`#line__allele` -->
-<g class="edge" id="edge11">
-<title>subject.Allele-&gt;`subject`.`#line__allele`</title>
-<path d="M1381.5,-70.8C1381.5,-57.08 1381.5,-38.19 1381.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Allele&#45;&gt;subject.Line.Allele -->
+<g id="edge4" class="edge">
+<title>subject.Allele&#45;&gt;subject.Line.Allele</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M968.98,-251.97C993.17,-238.18 1026.69,-219.06 1045.88,-208.12"/>
 </g>
 <!-- subject.Allele&#45;&gt;subject.Zygosity -->
-<g class="edge" id="edge13">
-<title>subject.Allele-&gt;subject.Zygosity</title>
-<path d="M1350.84,-70.97C1330.72,-60.13 1304.51,-46 1284.35,-35.13" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<g id="edge5" class="edge">
+<title>subject.Allele&#45;&gt;subject.Zygosity</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M902.49,-258.02C860.38,-246.26 791.8,-227.1 744.65,-213.93"/>
 </g>
-<!-- subject.Line -->
-<g class="node" id="node15">
-<title>subject.Line</title>
-<g id="a_node15"><a xlink:title="line                 
------------------------------
line_description=&quot;&quot;  
target_phenotype=&quot;&quot;  
is_active            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="1242,-106 1173,-106 1173,-71 1242,-71 1242,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1181" y="-87">subject.Line</text>
+<!-- subject.Strain -->
+<g id="node14" class="node">
+<title>subject.Strain</title>
+<g id="a_node14"><a xlink:title="strain &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;strain_standard_name &#13;strain_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#13;">
+<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="605.5,-287 528.5,-287 528.5,-252 605.5,-252 605.5,-287"/>
+<text text-anchor="start" x="536.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Strain</text>
 </a>
 </g>
 </g>
-<!-- subject.Line&#45;&gt;`subject`.`#line__allele` -->
-<g class="edge" id="edge14">
-<title>subject.Line-&gt;`subject`.`#line__allele`</title>
-<path d="M1242.29,-73.7C1277.4,-59.78 1330.51,-38.72 1359.94,-27.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->
+<g id="edge6" class="edge">
+<title>subject.Strain&#45;&gt;subject.Subject.Strain</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M567,-251.8C567,-238.08 567,-219.19 567,-208.27"/>
+</g>
+<!-- subject.Subject -->
+<g id="node15" class="node">
+<title>subject.Subject</title>
+<g id="a_node15"><a xlink:title="subject &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;sex &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;subject_birth_date &#160;&#160;&#13;subject_description=&quot;&quot; &#13;">
+<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="493,-287 395,-287 395,-252 493,-252 493,-287"/>
+<text text-anchor="start" x="403" y="-267.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">subject.Subject</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Source -->
+<g id="edge7" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Source</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M422.94,-251.8C405.64,-238.08 381.82,-219.19 368.05,-208.27"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
+<g id="edge8" class="edge">
+<title>subject.Subject&#45;&gt;subject.SubjectDeath</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M442.37,-251.76C440.17,-233.69 435.25,-204.34 425,-181 419.35,-168.14 410.3,-155.22 402.56,-145.41"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->
+<g id="edge9" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Lab</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M447.11,-251.89C454.8,-210.79 474.52,-105.44 480.35,-74.3"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.User -->
+<g id="edge10" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.User</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.82,-268.78C304.2,-268.17 116.19,-261.33 73,-216 19.12,-159.45 43.23,-50.19 51.57,-19"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Zygosity -->
+<g id="edge11" class="edge">
+<title>subject.Subject&#45;&gt;subject.Zygosity</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M493.19,-254.87C536,-243.01 597.82,-225.87 641.34,-213.82"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->
+<g id="edge12" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Strain</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M473.46,-251.97C498.05,-238.18 532.12,-219.06 551.63,-208.12"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
+<g id="edge13" class="edge">
+<title>subject.Subject&#45;&gt;subject.SubjectCullMethod</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M394.88,-256.48C349.12,-245.28 280.48,-228.49 229.57,-216.03"/>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Subject.Line -->
+<g id="edge14" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Line</title>
+<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M493.38,-257.32C502.22,-255.45 511.37,-253.6 520,-252 623.46,-232.83 651.05,-237.77 754,-216 764.52,-213.78 775.92,-210.84 785.99,-208.06"/>
 </g>
-<!-- subject.Line&#45;&gt;`subject`.`subject__line` -->
-<g class="edge" id="edge15">
-<title>subject.Line-&gt;`subject`.`subject__line`</title>
-<path d="M1187.17,-70.8C1170.46,-57.08 1147.46,-38.19 1134.17,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->
+<g id="edge15" class="edge">
+<title>subject.Subject&#45;&gt;subject.Subject.Protocol</title>
+<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.93,-261.62C361.84,-254.82 318.93,-241.55 289,-216 263.42,-194.16 250.04,-154.47 245.18,-137.07"/>
 </g>
 </g>
-</svg>
\ No newline at end of file
+</svg>
diff --git a/images/subject_diagram2.svg b/images/subject_diagram2.svg
deleted file mode 100644
index 9864ba7..0000000
--- a/images/subject_diagram2.svg
+++ /dev/null
@@ -1,222 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Generated by graphviz version 2.50.0 (20211204.2007)
- -->
-<!-- Pages: 1 -->
-<svg width="1117pt" height="295pt"
- viewBox="0.00 0.00 1117.00 295.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 291)">
-<polygon fill="white" stroke="transparent" points="-4,4 -4,-291 1113,-291 1113,4 -4,4"/>
-<!-- subject.Subject.Source -->
-<g id="node1" class="node">
-<title>subject.Subject.Source</title>
-<g id="a_node1"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;">
-<polygon fill="transparent" stroke="transparent" points="416,-208 298,-208 298,-189 416,-189 416,-208"/>
-<text text-anchor="middle" x="357" y="-196" font-family="arial" font-size="10.00">subject.Subject.Source</text>
-</a>
-</g>
-</g>
-<!-- subject.SubjectDeath -->
-<g id="node2" class="node">
-<title>subject.SubjectDeath</title>
-<g id="a_node2"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;death_date &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="453.5,-145 322.5,-145 322.5,-110 453.5,-110 453.5,-145"/>
-<text text-anchor="middle" x="388" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectDeath</text>
-</a>
-</g>
-</g>
-<!-- subject.Allele.Source -->
-<g id="node3" class="node">
-<title>subject.Allele.Source</title>
-<g id="a_node3"><a xlink:title="→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ lab.Source&#13;source_identifier=&quot;&quot; &#13;source_url=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;expression_data_url=&quot;&quot; &#13;">
-<polygon fill="transparent" stroke="transparent" points="994.5,-208 885.5,-208 885.5,-189 994.5,-189 994.5,-208"/>
-<text text-anchor="middle" x="940" y="-196" font-family="arial" font-size="10.00">subject.Allele.Source</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject.Lab -->
-<g id="node4" class="node">
-<title>subject.Subject.Lab</title>
-<g id="a_node4"><a xlink:title="→ subject.Subject&#13;→ lab.Lab&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;subject_alias=&quot;&quot; &#160;&#160;&#160;&#160;&#13;">
-<polygon fill="transparent" stroke="transparent" points="533.5,-74 430.5,-74 430.5,-55 533.5,-55 533.5,-74"/>
-<text text-anchor="middle" x="482" y="-62" font-family="arial" font-size="10.00">subject.Subject.Lab</text>
-</a>
-</g>
-</g>
-<!-- subject.Line.Allele -->
-<g id="node5" class="node">
-<title>subject.Line.Allele</title>
-<g id="a_node5"><a xlink:title="→ subject.Line&#13;→ subject.Allele&#13;">
-<polygon fill="transparent" stroke="transparent" points="1109,-208 1013,-208 1013,-189 1109,-189 1109,-208"/>
-<text text-anchor="middle" x="1061" y="-196" font-family="arial" font-size="10.00">subject.Line.Allele</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject.User -->
-<g id="node6" class="node">
-<title>subject.Subject.User</title>
-<g id="a_node6"><a xlink:title="→ subject.Subject&#13;→ lab.User&#13;">
-<polygon fill="transparent" stroke="transparent" points="108,-19 0,-19 0,0 108,0 108,-19"/>
-<text text-anchor="middle" x="54" y="-7" font-family="arial" font-size="10.00">subject.Subject.User</text>
-</a>
-</g>
-</g>
-<!-- subject.Zygosity -->
-<g id="node7" class="node">
-<title>subject.Zygosity</title>
-<g id="a_node7"><a xlink:title="→ subject.Subject&#13;→ subject.Allele&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;zygosity &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="744.5,-216 641.5,-216 641.5,-181 744.5,-181 744.5,-216"/>
-<text text-anchor="middle" x="693" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.Zygosity</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject.Strain -->
-<g id="node8" class="node">
-<title>subject.Subject.Strain</title>
-<g id="a_node8"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Strain&#13;">
-<polygon fill="transparent" stroke="transparent" points="623.5,-208 510.5,-208 510.5,-189 623.5,-189 623.5,-208"/>
-<text text-anchor="middle" x="567" y="-196" font-family="arial" font-size="10.00">subject.Subject.Strain</text>
-</a>
-</g>
-</g>
-<!-- subject.SubjectCullMethod -->
-<g id="node9" class="node">
-<title>subject.SubjectCullMethod</title>
-<g id="a_node9"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;cull_method &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="242,-216 82,-216 82,-181 242,-181 242,-216"/>
-<text text-anchor="middle" x="162" y="-195.4" font-family="arial" font-size="12.00" fill="darkgreen">subject.SubjectCullMethod</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject.Line -->
-<g id="node10" class="node">
-<title>subject.Subject.Line</title>
-<g id="a_node10"><a xlink:title="→ subject.Subject&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;→ subject.Line&#13;">
-<polygon fill="transparent" stroke="transparent" points="867.5,-208 762.5,-208 762.5,-189 867.5,-189 867.5,-208"/>
-<text text-anchor="middle" x="815" y="-196" font-family="arial" font-size="10.00">subject.Subject.Line</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject.Protocol -->
-<g id="node11" class="node">
-<title>subject.Subject.Protocol</title>
-<g id="a_node11"><a xlink:title="→ subject.Subject&#13;→ lab.Protocol&#13;">
-<polygon fill="transparent" stroke="transparent" points="304.5,-137 181.5,-137 181.5,-118 304.5,-118 304.5,-137"/>
-<text text-anchor="middle" x="243" y="-125" font-family="arial" font-size="10.00">subject.Subject.Protocol</text>
-</a>
-</g>
-</g>
-<!-- subject.Line -->
-<g id="node12" class="node">
-<title>subject.Line</title>
-<g id="a_node12"><a xlink:title="line &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;line_description=&quot;&quot; &#160;&#13;target_phenotype=&quot;&quot; &#160;&#13;is_active &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="1095.5,-287 1026.5,-287 1026.5,-252 1095.5,-252 1095.5,-287"/>
-<text text-anchor="start" x="1034.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Line</text>
-</a>
-</g>
-</g>
-<!-- subject.Line&#45;&gt;subject.Line.Allele -->
-<g id="edge1" class="edge">
-<title>subject.Line&#45;&gt;subject.Line.Allele</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M1061,-251.8C1061,-238.08 1061,-219.19 1061,-208.27"/>
-</g>
-<!-- subject.Line&#45;&gt;subject.Subject.Line -->
-<g id="edge2" class="edge">
-<title>subject.Line&#45;&gt;subject.Subject.Line</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M1026.28,-258.76C978.07,-245.24 891.62,-220.99 845.67,-208.1"/>
-</g>
-<!-- subject.Allele -->
-<g id="node13" class="node">
-<title>subject.Allele</title>
-<g id="a_node13"><a xlink:title="allele &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;allele_standard_name=&quot;&quot; &#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="977.5,-287 902.5,-287 902.5,-252 977.5,-252 977.5,-287"/>
-<text text-anchor="start" x="910.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Allele</text>
-</a>
-</g>
-</g>
-<!-- subject.Allele&#45;&gt;subject.Allele.Source -->
-<g id="edge3" class="edge">
-<title>subject.Allele&#45;&gt;subject.Allele.Source</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M940,-251.8C940,-238.08 940,-219.19 940,-208.27"/>
-</g>
-<!-- subject.Allele&#45;&gt;subject.Line.Allele -->
-<g id="edge4" class="edge">
-<title>subject.Allele&#45;&gt;subject.Line.Allele</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M968.98,-251.97C993.17,-238.18 1026.69,-219.06 1045.88,-208.12"/>
-</g>
-<!-- subject.Allele&#45;&gt;subject.Zygosity -->
-<g id="edge5" class="edge">
-<title>subject.Allele&#45;&gt;subject.Zygosity</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M902.49,-258.02C860.38,-246.26 791.8,-227.1 744.65,-213.93"/>
-</g>
-<!-- subject.Strain -->
-<g id="node14" class="node">
-<title>subject.Strain</title>
-<g id="a_node14"><a xlink:title="strain &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;strain_standard_name &#13;strain_desc=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="605.5,-287 528.5,-287 528.5,-252 605.5,-252 605.5,-287"/>
-<text text-anchor="start" x="536.5" y="-268" font-family="arial" text-decoration="underline" font-size="10.00">subject.Strain</text>
-</a>
-</g>
-</g>
-<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->
-<g id="edge6" class="edge">
-<title>subject.Strain&#45;&gt;subject.Subject.Strain</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-dasharray="5,2" stroke-opacity="0.250980" d="M567,-251.8C567,-238.08 567,-219.19 567,-208.27"/>
-</g>
-<!-- subject.Subject -->
-<g id="node15" class="node">
-<title>subject.Subject</title>
-<g id="a_node15"><a xlink:title="subject &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;sex &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;subject_birth_date &#160;&#160;&#13;subject_description=&quot;&quot; &#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="493,-287 395,-287 395,-252 493,-252 493,-287"/>
-<text text-anchor="start" x="403" y="-267.4" font-family="arial" text-decoration="underline" font-size="12.00" fill="darkgreen">subject.Subject</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.Source -->
-<g id="edge7" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.Source</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M422.94,-251.8C405.64,-238.08 381.82,-219.19 368.05,-208.27"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
-<g id="edge8" class="edge">
-<title>subject.Subject&#45;&gt;subject.SubjectDeath</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M442.37,-251.76C440.17,-233.69 435.25,-204.34 425,-181 419.35,-168.14 410.3,-155.22 402.56,-145.41"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->
-<g id="edge9" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.Lab</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M447.11,-251.89C454.8,-210.79 474.52,-105.44 480.35,-74.3"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.User -->
-<g id="edge10" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.User</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.82,-268.78C304.2,-268.17 116.19,-261.33 73,-216 19.12,-159.45 43.23,-50.19 51.57,-19"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Zygosity -->
-<g id="edge11" class="edge">
-<title>subject.Subject&#45;&gt;subject.Zygosity</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M493.19,-254.87C536,-243.01 597.82,-225.87 641.34,-213.82"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->
-<g id="edge12" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.Strain</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M473.46,-251.97C498.05,-238.18 532.12,-219.06 551.63,-208.12"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
-<g id="edge13" class="edge">
-<title>subject.Subject&#45;&gt;subject.SubjectCullMethod</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M394.88,-256.48C349.12,-245.28 280.48,-228.49 229.57,-216.03"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.Line -->
-<g id="edge14" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.Line</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M493.38,-257.32C502.22,-255.45 511.37,-253.6 520,-252 623.46,-232.83 651.05,-237.77 754,-216 764.52,-213.78 775.92,-210.84 785.99,-208.06"/>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->
-<g id="edge15" class="edge">
-<title>subject.Subject&#45;&gt;subject.Subject.Protocol</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M394.93,-261.62C361.84,-254.82 318.93,-241.55 289,-216 263.42,-194.16 250.04,-154.47 245.18,-137.07"/>
-</g>
-</g>
-</svg>
diff --git a/images/subject_diagram_old.svg b/images/subject_diagram_old.svg
new file mode 100644
index 0000000..ecb6c89
--- /dev/null
+++ b/images/subject_diagram_old.svg
@@ -0,0 +1,191 @@
+<svg height="114pt" viewBox="0.00 0.00 1597.00 114.00" width="1597pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
+<polygon fill="white" points="-4,4 -4,-110 1593,-110 1593,4 -4,4" stroke="transparent"/>
+<!-- `subject`.`subject__protocol` -->
+<g class="node" id="node1">
+<title>`subject`.`subject__protocol`</title>
+<polygon fill="transparent" points="757.5,-27 617.5,-27 617.5,-8 757.5,-8 757.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="687.5" y="-15">`subject`.`subject__protocol`</text>
+</g>
+<!-- `subject`.`#allele__source` -->
+<g class="node" id="node2">
+<title>`subject`.`#allele__source`</title>
+<polygon fill="transparent" points="1589,-27 1458,-27 1458,-8 1589,-8 1589,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="1523.5" y="-15">`subject`.`#allele__source`</text>
+</g>
+<!-- `subject`.`subject__source` -->
+<g class="node" id="node3">
+<title>`subject`.`subject__source`</title>
+<polygon fill="transparent" points="909.5,-27 775.5,-27 775.5,-8 909.5,-8 909.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="842.5" y="-15">`subject`.`subject__source`</text>
+</g>
+<!-- `subject`.`#line__allele` -->
+<g class="node" id="node4">
+<title>`subject`.`#line__allele`</title>
+<polygon fill="transparent" points="1439.5,-27 1323.5,-27 1323.5,-8 1439.5,-8 1439.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="1381.5" y="-15">`subject`.`#line__allele`</text>
+</g>
+<!-- `subject`.`subject__strain` -->
+<g class="node" id="node5">
+<title>`subject`.`subject__strain`</title>
+<polygon fill="transparent" points="129,-27 0,-27 0,-8 129,-8 129,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="64.5" y="-15">`subject`.`subject__strain`</text>
+</g>
+<!-- `subject`.`subject__line` -->
+<g class="node" id="node6">
+<title>`subject`.`subject__line`</title>
+<polygon fill="transparent" points="1183.5,-27 1063.5,-27 1063.5,-8 1183.5,-8 1183.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="1123.5" y="-15">`subject`.`subject__line`</text>
+</g>
+<!-- `subject`.`subject__lab` -->
+<g class="node" id="node7">
+<title>`subject`.`subject__lab`</title>
+<polygon fill="transparent" points="1045.5,-27 927.5,-27 927.5,-8 1045.5,-8 1045.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="986.5" y="-15">`subject`.`subject__lab`</text>
+</g>
+<!-- `subject`.`subject__user` -->
+<g class="node" id="node8">
+<title>`subject`.`subject__user`</title>
+<polygon fill="transparent" points="271.5,-27 147.5,-27 147.5,-8 271.5,-8 271.5,-27" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="middle" x="209.5" y="-15">`subject`.`subject__user`</text>
+</g>
+<!-- subject.Subject -->
+<g class="node" id="node9">
+<title>subject.Subject</title>
+<g id="a_node9"><a xlink:title="subject              
------------------------------
sex                  
subject_birth_date   
subject_description=&quot;&quot; 
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="736.5,-106 638.5,-106 638.5,-71 736.5,-71 736.5,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="646.5" y="-86.4">subject.Subject</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__protocol` -->
+<g class="edge" id="edge4">
+<title>subject.Subject-&gt;`subject`.`subject__protocol`</title>
+<path d="M687.5,-70.8C687.5,-57.08 687.5,-38.19 687.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__source` -->
+<g class="edge" id="edge2">
+<title>subject.Subject-&gt;`subject`.`subject__source`</title>
+<path d="M724.63,-70.97C755.61,-57.18 798.55,-38.06 823.13,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__strain` -->
+<g class="edge" id="edge3">
+<title>subject.Subject-&gt;`subject`.`subject__strain`</title>
+<path d="M638.4,-84.85C542.07,-79.21 321.72,-64.07 138.5,-35 125.37,-32.92 111.08,-29.91 98.59,-27.03" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__line` -->
+<g class="edge" id="edge5">
+<title>subject.Subject-&gt;`subject`.`subject__line`</title>
+<path d="M736.71,-81.93C807.37,-73.6 941.49,-56.55 1054.5,-35 1066.36,-32.74 1079.25,-29.79 1090.64,-27.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__lab` -->
+<g class="edge" id="edge6">
+<title>subject.Subject-&gt;`subject`.`subject__lab`</title>
+<path d="M736.67,-76.54C783.46,-66.06 855.84,-49.72 918.5,-35 929.26,-32.47 940.96,-29.66 951.58,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Subject&#45;&gt;`subject`.`subject__user` -->
+<g class="edge" id="edge1">
+<title>subject.Subject-&gt;`subject`.`subject__user`</title>
+<path d="M638.39,-82.77C561.66,-75.02 408.81,-58.13 280.5,-35 268.29,-32.8 255.03,-29.87 243.3,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.SubjectDeath -->
+<g class="node" id="node10">
+<title>subject.SubjectDeath</title>
+<g id="a_node10"><a xlink:title="→ subject.Subject
------------------------------
death_date           
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="421,-35 290,-35 290,0 421,0 421,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="355.5" y="-14.4">subject.SubjectDeath</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
+<g class="edge" id="edge7">
+<title>subject.Subject-&gt;subject.SubjectDeath</title>
+<path d="M638.19,-77.66C586.41,-67.27 502.67,-50.31 430.5,-35 427.5,-34.36 424.43,-33.71 421.34,-33.04" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.SubjectCullMethod -->
+<g class="node" id="node11">
+<title>subject.SubjectCullMethod</title>
+<g id="a_node11"><a xlink:title="→ subject.Subject
------------------------------
cull_method          
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="599.5,-35 439.5,-35 439.5,0 599.5,0 599.5,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="519.5" y="-14.4">subject.SubjectCullMethod</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
+<g class="edge" id="edge8">
+<title>subject.Subject-&gt;subject.SubjectCullMethod</title>
+<path d="M647.26,-70.97C620.76,-60.09 586.2,-45.89 559.7,-35.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.Zygosity -->
+<g class="node" id="node14">
+<title>subject.Zygosity</title>
+<g id="a_node14"><a xlink:title="→ subject.Subject
→ subject.Allele
------------------------------
zygosity             
">
+<polygon fill="#00ff00" fill-opacity="0.188235" points="1305,-35 1202,-35 1202,0 1305,0 1305,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
+<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="1253.5" y="-14.4">subject.Zygosity</text>
+</a>
+</g>
+</g>
+<!-- subject.Subject&#45;&gt;subject.Zygosity -->
+<g class="edge" id="edge9">
+<title>subject.Subject-&gt;subject.Zygosity</title>
+<path d="M736.62,-85.02C827.34,-79.86 1026.98,-65.78 1192.5,-35 1195.52,-34.44 1198.61,-33.8 1201.72,-33.11" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Strain -->
+<g class="node" id="node12">
+<title>subject.Strain</title>
+<g id="a_node12"><a xlink:title="strain               
------------------------------
strain_standard_name 
strain_desc=&quot;&quot;       
">
+<polygon fill="#000000" fill-opacity="0.125490" points="103,-106 26,-106 26,-71 103,-71 103,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="34" y="-87">subject.Strain</text>
+</a>
+</g>
+</g>
+<!-- subject.Strain&#45;&gt;`subject`.`subject__strain` -->
+<g class="edge" id="edge10">
+<title>subject.Strain-&gt;`subject`.`subject__strain`</title>
+<path d="M64.5,-70.8C64.5,-57.08 64.5,-38.19 64.5,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Allele -->
+<g class="node" id="node13">
+<title>subject.Allele</title>
+<g id="a_node13"><a xlink:title="allele               
------------------------------
allele_standard_name=&quot;&quot; 
">
+<polygon fill="#000000" fill-opacity="0.125490" points="1419,-106 1344,-106 1344,-71 1419,-71 1419,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1352" y="-87">subject.Allele</text>
+</a>
+</g>
+</g>
+<!-- subject.Allele&#45;&gt;`subject`.`#allele__source` -->
+<g class="edge" id="edge12">
+<title>subject.Allele-&gt;`subject`.`#allele__source`</title>
+<path d="M1415.51,-70.97C1443.9,-57.18 1483.24,-38.06 1505.76,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
+</g>
+<!-- subject.Allele&#45;&gt;`subject`.`#line__allele` -->
+<g class="edge" id="edge11">
+<title>subject.Allele-&gt;`subject`.`#line__allele`</title>
+<path d="M1381.5,-70.8C1381.5,-57.08 1381.5,-38.19 1381.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Allele&#45;&gt;subject.Zygosity -->
+<g class="edge" id="edge13">
+<title>subject.Allele-&gt;subject.Zygosity</title>
+<path d="M1350.84,-70.97C1330.72,-60.13 1304.51,-46 1284.35,-35.13" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Line -->
+<g class="node" id="node15">
+<title>subject.Line</title>
+<g id="a_node15"><a xlink:title="line                 
------------------------------
line_description=&quot;&quot;  
target_phenotype=&quot;&quot;  
is_active            
">
+<polygon fill="#000000" fill-opacity="0.125490" points="1242,-106 1173,-106 1173,-71 1242,-71 1242,-106" stroke="transparent"/>
+<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1181" y="-87">subject.Line</text>
+</a>
+</g>
+</g>
+<!-- subject.Line&#45;&gt;`subject`.`#line__allele` -->
+<g class="edge" id="edge14">
+<title>subject.Line-&gt;`subject`.`#line__allele`</title>
+<path d="M1242.29,-73.7C1277.4,-59.78 1330.51,-38.72 1359.94,-27.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+<!-- subject.Line&#45;&gt;`subject`.`subject__line` -->
+<g class="edge" id="edge15">
+<title>subject.Line-&gt;`subject`.`subject__line`</title>
+<path d="M1187.17,-70.8C1170.46,-57.08 1147.46,-38.19 1134.17,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
+</g>
+</g>
+</svg>
\ No newline at end of file
diff --git a/tests/__init__.py b/tests/__init__.py
index 785adce..00da41e 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,9 +1,11 @@
 '''
 fresh docker:
-    docker run --name wf-sess -p 3306:3306 -e MYSQL_ROOT_PASSWORD=tutorial datajoint/mysql
+    docker run --name wf-sess -p 3306:3306 -e \
+    MYSQL_ROOT_PASSWORD=tutorial datajoint/mysql
 dependencies: pip install pytest pytest-cov
 run all tests:
-    pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings tests/
+    pytest -sv --cov-report term-missing --cov=workflow-session \
+    -p no:warnings tests/
 run one test, debug:
     pytest [above options] --pdb tests/tests_name.py -k function_name
 '''
@@ -13,9 +15,6 @@
 import pathlib
 import datajoint as dj
 
-import workflow_session
-
-
 # ------------------- SOME CONSTANTS -------------------
 
 _tear_down = True
@@ -25,18 +24,20 @@
 
 # ------------------ GENERAL FUCNTION ------------------
 
-def write_csv(content,path):
+
+def write_csv(content, path):
     """
     General function for writing strings to lines in CSV
     :param path: pathlib PosixPath
     :param content: list of strings, each as row of CSV
     """
-    with open(path,'w') as f:
+    with open(path, 'w') as f:
         for line in content:
             f.write(line+'\n')
 
 # ------------------- FIXTURES -------------------
 
+
 @pytest.fixture(autouse=True)
 def dj_config():
     """ If dj_local_config exists, load"""
@@ -48,6 +49,7 @@ def dj_config():
                             or dj.config['custom']['database.prefix'])}
     return
 
+
 @pytest.fixture
 def pipeline():
     """ Loads workflow_session.pipeline lab, session, subject"""
@@ -62,30 +64,55 @@ def pipeline():
         pipeline.session.Session.delete()
         pipeline.lab.Lab.delete()
 
+
 @pytest.fixture
 def lab_csv():
     """ Create a 'labs.csv' file"""
-    lab_content = ["lab,lab_name,institution,address,time_zone,location,location_description",
-                   "LabA,The Example Lab,Example Uni,'221B Baker St,London NW1 6XE,UK',UTC+0,Example Building,'2nd floor lab dedicated to all fictional experiments.'",
-                   "LabB,The Other Lab,Other Uni,'Oxford OX1 2JD, United Kingdom',UTC+0,Other Building,'fictional campus dedicated to imaginary experiments.'"]
+    lab_content = ["lab,lab_name,institution,address,"
+                   + "time_zone,location,location_description",
+                   "LabA,The Example Lab,Example Uni,"
+                   + "'221B Baker St,London NW1 6XE,UK',UTC+0,"
+                   + "Example Building,'2nd floor lab dedicated to all "
+                   + "fictional experiments.'",
+                   "LabB,The Other Lab,Other Uni,"
+                   + "'Oxford OX1 2JD, United Kingdom',UTC+0,"
+                   + "Other Building,'fictional campus dedicated to imaginary"
+                   + "experiments.'"]
     lab_csv_path = pathlib.Path('./tests/user_data/lab/labs.csv')
-    write_csv(lab_content,lab_csv_path)
+    write_csv(lab_content, lab_csv_path)
 
     yield lab_content, lab_csv_path
     lab_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_project_csv():
     """ Create a 'projects.csv' file"""
-    lab_project_content = ["project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl",
-                           "ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,Exemplarvirus administered 10d before experimental session,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab",
-                           "ProjB,Other example project to populate element-lab,https://github.com/datajoint/element-session/,element-session,,Exemplarvirus administered 8d study,,,,https://github.com/datajoint/element-session/tree/main/element_session"]
+    lab_project_content = ["project,project_description,repositoryurl,"
+                           + "repositoryname,pharmacology,viruses,slices,"
+                           + "stimulus,surgery,codeurl",
+                           "ProjA,Example project to populate element-lab,"
+                           + "https://github.com/datajoint/element-lab/,"
+                           + "element-lab,Subjects were administered 10ul "
+                           + "sedative prior to surgery,Exemplarvirus "
+                           + "administered 10d before experimental session,,"
+                           + "videos generated programmatically see "
+                           + "repository,Craniotomy performed by session "
+                           + "experimenter,https://github.com/datajoint/"
+                           + "element-lab/tree/main/element_lab",
+                           "ProjB,Other example project to populate element-"
+                           + "lab,https://github.com/datajoint/element-"
+                           + "session/,element-session,,Exemplarvirus "
+                           + "administered 8d study,,,,https://github.com/"
+                           + "datajoint/element-session/tree/main/element_"
+                           + "session"]
     lab_project_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
-    write_csv(lab_project_content,lab_project_csv_path)
+    write_csv(lab_project_content, lab_project_csv_path)
 
     yield lab_project_content, lab_project_csv_path
     lab_project_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_project_users_csv():
     """ Create a 'project_users.csv' file"""
@@ -94,24 +121,28 @@ def lab_project_users_csv():
                                 "Sherlock,ProjB",
                                 "Watson,ProjB",
                                 "Dr. Candace Pert,ProjA"]
-    lab_project_user_csv_path = pathlib.Path('./tests/user_data/lab/project_users.csv')
-    write_csv(lab_project_user_content,lab_project_user_csv_path)
+    lab_project_user_csv_path = pathlib.Path('./tests/user_data/lab/\
+                                              project_users.csv')
+    write_csv(lab_project_user_content, lab_project_user_csv_path)
 
     yield lab_project_user_content, lab_project_user_csv_path
     lab_project_user_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_publications_csv():
     """ Create a 'publications.csv' file"""
     lab_publication_content = ["project,publication",
                                "ProjA,arXiv:1807.11104",
                                "ProjA,arXiv:1807.11104v1"]
-    lab_publication_csv_path = pathlib.Path('./tests/user_data/lab/publications.csv')
+    lab_publication_csv_path = pathlib.Path('./tests/user_data/lab/\
+                                             publications.csv')
     write_csv(lab_publication_content, lab_publication_csv_path)
 
     yield lab_publication_content, lab_publication_csv_path
     lab_publication_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_keywords_csv():
     """ Create a 'keywords.csv' file"""
@@ -120,36 +151,43 @@ def lab_keywords_csv():
                            "ProjA,Example",
                            "ProjB,Alternate"]
     lab_keyword_csv_path = pathlib.Path('./tests/user_data/lab/keywords.csv')
-    write_csv(lab_keyword_content,lab_keyword_csv_path)
+    write_csv(lab_keyword_content, lab_keyword_csv_path)
 
     yield lab_keyword_content, lab_keyword_csv_path
     lab_keyword_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_protocol_csv():
     """ Create a 'protocols.csv' file"""
     lab_protocol_content = ["protocol,protocol_type,protocol_description",
-                            "ProtA,IRB expedited review,Protocol for managing data ingestion",
-                            "ProtB,Alternative Method,Limited protocol for piloting only"]
+                            "ProtA,IRB expedited review,Protocol for managing "
+                            + "data ingestion",
+                            "ProtB,Alternative Method,Limited protocol for "
+                            + "piloting only"]
     lab_protocol_csv_path = pathlib.Path('./tests/user_data/lab/protocols.csv')
-    write_csv(lab_protocol_content,lab_protocol_csv_path)
+    write_csv(lab_protocol_content, lab_protocol_csv_path)
 
     yield lab_protocol_content, lab_protocol_csv_path
     lab_protocol_csv_path.unlink()
 
+
 @pytest.fixture
 def lab_user_csv():
     """ Create a 'users.csv' file"""
     lab_user_content = ["lab,user,user_role,user_email,user_cellphone",
-                        "LabA,Sherlock,PI,Sherlock@BakerSt.com,+44 20 7946 0344",
+                        "LabA,Sherlock,PI,Sherlock@BakerSt.com,"
+                        + "+44 20 7946 0344",
                         "LabA,Watson,Dr,DrWatson@BakerSt.com,+44 73 8389 1763",
-                        "LabB,Dr. Candace Pert,PI,Pert@gmail.com,+44 74 4046 5899"]
+                        "LabB,Dr. Candace Pert,PI,Pert@gmail.com,"
+                        + "+44 74 4046 5899"]
     lab_user_csv_path = pathlib.Path('./tests/user_data/lab/users.csv')
-    write_csv(lab_user_content,lab_user_csv_path)
+    write_csv(lab_user_content, lab_user_csv_path)
 
     yield lab_user_content, lab_user_csv_path
     lab_user_csv_path.unlink()
 
+
 @pytest.fixture
 def ingest_lab(pipeline, lab_csv, lab_project_csv, lab_publications_csv,
                lab_keywords_csv, lab_protocol_csv, lab_user_csv,
@@ -172,15 +210,19 @@ def ingest_lab(pipeline, lab_csv, lab_project_csv, lab_publications_csv,
                project_user_csv_path=lab_project_user_csv_path)
     return
 
+
 # Subject data and ingestion
 @pytest.fixture
 def subjects_csv():
     """ Create a 'subjects.csv' file"""
-    subject_content = ["subject,sex,subject_birth_date,subject_description,death_date,cull_method",
-                       "subject5,F,2020-01-01 00:00:01,rich,2020-10-02 00:00:01,natural causes",
-                       "subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes"]
+    subject_content = ["subject,sex,subject_birth_date,subject_description,"
+                       + "death_date,cull_method",
+                       "subject5,F,2020-01-01 00:00:01,rich,"
+                       + "2020-10-02 00:00:01,natural causes",
+                       "subject6,M,2020-01-01 00:00:01,manuel,"
+                       + "2020-10-03 00:00:01,natural causes"]
     subject_csv_path = pathlib.Path('./tests/user_data/subject/subjects.csv')
-    write_csv(subject_content,subject_csv_path)
+    write_csv(subject_content, subject_csv_path)
 
     yield subject_content, subject_csv_path
     subject_csv_path.unlink()
@@ -201,9 +243,11 @@ def sessions_csv():
     """ Create a 'sessions.csv' file"""
     session_csv_path = pathlib.Path('./tests/user_data/session/sessions.csv')
     session_content = ["subject,session_datetime,session_dir,session_note",
-                       "subject5,2020-04-15 11:16:38,/subject5/session1,'Successful data collection, no notes'",
-                       "subject6,2021-06-02 14:04:22,/subject6/session1,'Ambient temp abnormally low'"]
-    write_csv(session_content,session_csv_path)
+                       "subject5,2020-04-15 11:16:38,/subject5/session1,"
+                       + "'Successful data collection, no notes'",
+                       "subject6,2021-06-02 14:04:22,/subject6/session1,"
+                       + "'Ambient temp abnormally low'"]
+    write_csv(session_content, session_csv_path)
 
     yield session_content, session_csv_path
     session_csv_path.unlink()
@@ -217,9 +261,11 @@ def ingest_sessions(ingest_subjects, sessions_csv):
     ingest_sessions(session_csv_path=session_csv_path)
     return
 
+
 """
 # FUTURE FIXTURES, pending sharable example data
-lab_sources_content=["source, source_name, contact_details, source_description"]
+lab_sources_content=["source, source_name, contact_details,\
+                      source_description"]
 lab_sources_csv_path = pathlib.Path('./tests/user_data/lab/sources.csv')
 write_csv(lab_sources_content,lab_sources_csv_path)
 yeild lab_sources_content,lab_sources_csv_path
@@ -230,7 +276,8 @@ def ingest_sessions(ingest_subjects, sessions_csv):
 yeild subject_allele_content,subject_allele_csv_path
 subject_allele_csv_path.unlink()
 subject_genotyping_content=[]
-subject_genotyping_csv_path = pathlib.Path('./tests/user_data/subject/genotyping.csv')
+subject_genotyping_csv_path = pathlib.Path('./tests/user_data/subject/\
+                                            genotyping.csv')
 write_csv(subject_genotyping_content,subject_genotyping_csv_path)
 yeild subject_genotyping_content,subject_genotyping_csv_path
 subject_genotyping_csv_path.unlink()
@@ -239,7 +286,8 @@ def ingest_sessions(ingest_subjects, sessions_csv):
 write_csv(subject_line_content,subject_line_csv_path)
 yeild subject_line_content,subject_line_csv_path
 subject_line_csv_path.unlink()
-subject_source_content=["allele, source_identifier, source_url, expression_data_url"]
+subject_source_content=["allele,source_identifier,source_url,\
+                         expression_data_url"]
 subject_source_csv_path = pathlib.Path('./tests/user_data/subject/source.csv')
 write_csv(subject_source_content,subject_source_csv_path)
 yeild subject_source_content,subject_source_csv_path
@@ -249,5 +297,6 @@ def ingest_sessions(ingest_subjects, sessions_csv):
 write_csv(subject_strain_content,subject_strain_csv_path)
 yeild subject_strain_content,subject_strain_csv_path
 subject_strain_csv_path.unlink()
-subject_subjects_csv_path = pathlib.Path('./tests/user_data/subject/subjects.csv')
-"""
\ No newline at end of file
+subject_subjects_csv_path = pathlib.Path('./tests/user_data/subject/\
+                                          subjects.csv')
+"""
diff --git a/tests/test_export.py b/tests/test_export.py
index 942e7df..7f1b4eb 100644
--- a/tests/test_export.py
+++ b/tests/test_export.py
@@ -1,8 +1,7 @@
-import workflow_session
-from . import (dj_config, pipeline,
-							 lab_csv, ingest_lab,
-               subjects_csv, ingest_subjects,
-               sessions_csv, ingest_sessions)
+# import workflow_session
+# from . import (dj_config, pipeline, lab_csv, ingest_lab,
+#                 subjects_csv, ingest_subjects,
+#                 sessions_csv, ingest_sessions)
 
 
 def test_nwb_export():
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index 30926c2..b491faa 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -1,7 +1,8 @@
-import sys
-import pathlib
+'''Tests ingestion into schema tables: Lab, Subject, Session
+    1. Assert length of populating data from __innit__
+    2. Assert exact matches of inserted data fore key tables
+'''
 
-import workflow_session
 from . import (dj_config, pipeline, lab_csv,
                lab_project_csv, lab_user_csv, lab_publications_csv,
                lab_keywords_csv, lab_protocol_csv, lab_user_csv,
@@ -25,39 +26,42 @@ def test_ingest_lab(pipeline, ingest_lab,
     assert len(lab.ProtocolType()) == 2
 
     labs, _ = lab_csv
-    for l in labs[1:]:
-        l = l.split(",")
-        assert (lab.Lab & {'lab':l[0]}).fetch1('lab_name')==l[1]
+    for this_lab in labs[1:]:
+        lab_values = this_lab.split(",")
+        assert (lab.Lab & {'lab': lab_values[0]}
+                ).fetch1('lab_name') == lab_values[1]
 
     projects, _ = lab_project_csv
-    for p in projects[1:]:
-        p = p.split(",")
-        assert (lab.Project & {'project':p[0]}
-                ).fetch1('project_description')==p[1]
+    for this_project in projects[1:]:
+        project_values = this_project.split(",")
+        assert (lab.Project & {'project': project_values[0]}
+                ).fetch1('project_description') == project_values[1]
 
     protocols, _ = lab_protocol_csv
-    for p in protocols[1:]:
-        p = p.split(",")
-        assert (lab.Protocol & {'protocol':p[0]}
-                ).fetch1('protocol_type')==p[1]
+    for this_protocol in protocols[1:]:
+        protocol_values = this_protocol.split(",")
+        assert (lab.Protocol & {'protocol': protocol_values[0]}
+                ).fetch1('protocol_type') == protocol_values[1]
 
-    ## Does not have example data:
+    # Does not have example data:
     # assert len(lab.Source()) == 0
 
+
 def test_ingest_subjects(pipeline, subjects_csv, ingest_subjects):
     """Check length of subject.Subject"""
     subject = pipeline['subject']
     assert len(subject.Subject()) == 2
 
     subjects, _ = subjects_csv
-    for s in subjects[1:]:
-        s = s.split(",")
-        assert (subject.Subject & {'subject':s[0]}
-                ).fetch1('subject_description')==s[3]
+    for this_subject in subjects[1:]:
+        subject_values = this_subject.split(",")
+        assert (subject.Subject & {'subject': subject_values[0]}
+                ).fetch1('subject_description') == subject_values[3]
 
-    ## Does not have example data:
+    # Does not have example data:
     # assert len(genotyping.Sequence()) == 0
 
+
 def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
     """Check length/contents of Session.SessionDirectory"""
     session = pipeline['session']
@@ -68,4 +72,4 @@ def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
         sess = sess.split(",")
         assert (session.SessionDirectory
                 & {'subject': sess[0]}
-                ).fetch1('session_dir') == sess[2]
\ No newline at end of file
+                ).fetch1('session_dir') == sess[2]
diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
index 3251536..2136fa1 100644
--- a/tests/test_pipeline_generation.py
+++ b/tests/test_pipeline_generation.py
@@ -1,18 +1,25 @@
-import workflow_session
-from . import dj_config, pipeline
+'''Test pipeline construction
+    1. Assert lab link to within-schema children
+    2. Assert lab link to subject
+    3. Assert subject link to session
+'''
+
+from . import pipeline
 
 
 def test_generate_pipeline(pipeline):
     session = pipeline['session']
     subject = pipeline['subject']
-    lab     = pipeline['lab']
+    lab = pipeline['lab']
 
     # test connection Lab->schema children, and Lab->Subject.Lab
-    lab_membership, loc_tbl, subject_lab_tbl = lab.Lab.children(as_objects=True)
+    lab_membership, loc_tbl, subject_lab_tbl = \
+        lab.Lab.children(as_objects=True)
     assert lab_membership.full_table_name == lab.LabMembership.full_table_name
     assert loc_tbl.full_table_name == lab.Location.full_table_name
-    assert subject_lab_tbl.full_table_name == subject.Subject.Lab.full_table_name
+    assert subject_lab_tbl.full_table_name == \
+        subject.Subject.Lab.full_table_name
 
     # test connection Subject->Session
     subject_tbl, *_ = session.Session.parents(as_objects=True)
-    assert subject_tbl.full_table_name == subject.Subject.full_table_name
\ No newline at end of file
+    assert subject_tbl.full_table_name == subject.Subject.full_table_name
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 31d1cfa..a28e950 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -1,19 +1,14 @@
-import pathlib
 import csv
-import re
-
 from workflow_session.pipeline import lab, subject, session
 
-from workflow_session.paths import get_root_data_dir
-import element_data_loader.utils
 
-def ingest_general(csvs, tables,               # take list of csvs/dj tables
+def ingest_general(csvs, tables,
                    skip_duplicates=True):
     """
     Inserts data from a series of csvs into their corresponding table:
         e.g., ingest_general(['./lab_data.csv', './proj_data.csv'],
                                  [lab.Lab(),lab.Project()]
-    ingest_general(csvs, tables, skip_duplicates=True, ignore_extra_fields=True)
+    ingest_general(csvs, tables, skip_duplicates=True)
         :param csvs: list of relative paths to CSV files
         :param tables: list of datajoint tables with ()
     """
@@ -22,11 +17,16 @@ def ingest_general(csvs, tables,               # take list of csvs/dj tables
             data = list(csv.DictReader(f, delimiter=','))
         prev_len = len(table)
         table.insert(data, skip_duplicates=skip_duplicates,
-              ignore_extra_fields=True)        # must be true for csvs w/mult tables
+                     # Ignore Extra because some CSVs feed/mult tables
+                     ignore_extra_fields=True)
         insert_len = len(table) - prev_len     # report length change
-        print(f'\n---- Inserting {insert_len} entry(s) into {table.table_name} ----')
+        print(f'\n---- Inserting {insert_len} entry(s) \
+                into {table.table_name} ----')
+
+    # Future enhancement: permit embedded lists
+    # Currently requires a csv to be listed multiple times
+    # if feeding multiple tables. Could instead take lists of lists.
 
-    # TODO: permit embedded lists
 
 def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
                project_csv_path='./user_data/lab/projects.csv',
@@ -37,7 +37,7 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
                project_user_csv_path='./user_data/lab/project_users.csv',
                skip_duplicates=True):
     """
-    Inserts data from a series of csvs into their corresponding lab schema tables.
+    Inserts data from a CSVs into their corresponding lab schema tables.
     By default, uses data from workflow_session/user_data/lab/
     :param lab_csv_path:      relative path of lab csv
     :param project_csv_path:  relative path of project csv
@@ -52,16 +52,17 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
     csvs = [lab_csv_path, lab_csv_path,
             project_csv_path, publication_csv_path, keyword_csv_path,
             protocol_csv_path, protocol_csv_path,
-            users_csv_path,users_csv_path,users_csv_path,
+            users_csv_path, users_csv_path, users_csv_path,
             project_user_csv_path]
-    tables=[lab.Lab(), lab.Location(),
-            lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
-            lab.ProtocolType(), lab.Protocol(),
-            lab.UserRole(), lab.User(), lab.LabMembership(),
-            lab.ProjectUser()]
+    tables = [lab.Lab(), lab.Location(),
+              lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
+              lab.ProtocolType(), lab.Protocol(),
+              lab.UserRole(), lab.User(), lab.LabMembership(),
+              lab.ProjectUser()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
+
 def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
                     skip_duplicates=True):
     """
@@ -71,13 +72,14 @@ def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
     :param skip_duplicates=True: datajoint insert function param
     """
     csvs = [subject_csv_path, subject_csv_path, subject_csv_path]
-    tables=[subject.Subject(),subject.SubjectDeath(),
-            subject.SubjectCullMethod()]
+    tables = [subject.Subject(), subject.SubjectDeath(),
+              subject.SubjectCullMethod()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
     # TODO: add allele and genotyping data
 
+
 def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
                     skip_duplicates=True):
     """
@@ -86,11 +88,13 @@ def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
     :param session_csv_path:     relative path of subject csv
     :param skip_duplicates=True: datajoint insert function param
     """
-    csvs = [session_csv_path,session_csv_path,session_csv_path]
-    tables=[session.Session(),session.SessionDirectory(),session.SessionNote()]
+    csvs = [session_csv_path, session_csv_path, session_csv_path]
+    tables = [session.Session(), session.SessionDirectory(),
+              session.SessionNote()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
+
 if __name__ == '__main__':
     ingest_lab()
     ingest_subjects()
diff --git a/workflow_session/paths.py b/workflow_session/paths.py
index 1333a04..2e87d92 100644
--- a/workflow_session/paths.py
+++ b/workflow_session/paths.py
@@ -1,11 +1,13 @@
 import datajoint as dj
-import pathlib
+
 
 def get_root_data_dir():
     root_data_dirs = dj.config.get('custom', {}).get('root_data_dir', None)
     return root_data_dirs if root_data_dirs else None
 
+
 def get_session_directory(session_key: dict) -> str:
     from .pipeline import session
-    session_dir = (session.SessionDirectory & session_key).fetch1('session_dir')
-    return session_dir
\ No newline at end of file
+    session_dir = (session.SessionDirectory
+                   & session_key).fetch1('session_dir')
+    return session_dir
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index 93b8aae..f07b78b 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -5,7 +5,8 @@
 from element_session import session
 
 from element_animal.subject import Subject
-from element_animal.genotyping import Sequence, BreedingPair, Cage, SubjectCaging, GenotypeTest
+from element_animal.genotyping import Sequence, BreedingPair, Cage,\
+                                      SubjectCaging, GenotypeTest
 from element_lab.lab import Source, Lab, Protocol, User, Project
 from element_session.session import Session
 
@@ -24,4 +25,4 @@
 Experimenter = lab.User
 session.activate(db_prefix + 'session', linking_module=__name__)
 
-genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)
\ No newline at end of file
+genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)

From 13e73fe8578d3aecd2bf21128756acd635e5c1df Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 30 Dec 2021 10:56:20 -0600
Subject: [PATCH 17/46] Update README subject->experiment subject

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6d2e9ed..c067c1a 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ This repository provides demonstrations for:
 Setting up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
 
 ## Workflow architecture
-The lab and subject management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
+The lab and experiment subject management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
 
 ### element-lab
 

From 3cea936b7a63d26a1e9fed4eaa1ca9744fdb46a4 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 30 Dec 2021 11:01:48 -0600
Subject: [PATCH 18/46] minor: remove redundant import

---
 tests/test_ingest.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index b491faa..4a49ad8 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -5,7 +5,7 @@
 
 from . import (dj_config, pipeline, lab_csv,
                lab_project_csv, lab_user_csv, lab_publications_csv,
-               lab_keywords_csv, lab_protocol_csv, lab_user_csv,
+               lab_keywords_csv, lab_protocol_csv,
                lab_project_users_csv, ingest_lab,
                subjects_csv, ingest_subjects,
                sessions_csv, ingest_sessions)

From e55af5bec16ef54a0f0256c6cec07be9edb9327b Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Wed, 27 Oct 2021 12:01:29 -0500
Subject: [PATCH 19/46] Fixed link formatting, adding parens

[title]link.com -> [title](link.com)
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 72dcb12..5d4824e 100644
--- a/README.md
+++ b/README.md
@@ -27,8 +27,8 @@ element-animal contains two modules, `subject` and `genotyping`.
 
 This workflow serves as an example of the upstream part of a typical data workflow, for examples using these two elements more intact workflows, refer to:
 
-+ [workflow-array-ephys]https://github.com/datajoint/workflow-array-ephys
-+ [workflow-calcium-imaging]https://github.com/datajoint/workflow-calcium-imaging
++ [workflow-array-ephys](https://github.com/datajoint/workflow-array-ephys)
++ [workflow-calcium-imaging](https://github.com/datajoint/workflow-calcium-imaging)
 
 
 ## Installation instructions

From beaa5911da4ad771643afa62f3baa6c5ac4a9a6a Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Wed, 1 Dec 2021 15:19:56 -0600
Subject: [PATCH 20/46] Adding NB for export example

---
 LICENSE                                       |   2 +-
 ...orkflow.ipynb => 1_Explore_Workflow.ipynb} |   0
 notebooks/2_Explore_Export.ipynb              | 152 ++++++++++++++++++
 setup.py                                      |   2 +-
 4 files changed, 154 insertions(+), 2 deletions(-)
 rename notebooks/{explore_workflow.ipynb => 1_Explore_Workflow.ipynb} (100%)
 create mode 100644 notebooks/2_Explore_Export.ipynb

diff --git a/LICENSE b/LICENSE
index a9f8903..6bf141b 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020 DataJoint NEURO
+Copyright (c) 2021 DataJoint
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/notebooks/explore_workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
similarity index 100%
rename from notebooks/explore_workflow.ipynb
rename to notebooks/1_Explore_Workflow.ipynb
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
new file mode 100644
index 0000000..c114077
--- /dev/null
+++ b/notebooks/2_Explore_Export.ipynb
@@ -0,0 +1,152 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3054518f-87bc-42ff-a3e7-84bf3d2a37f6",
+   "metadata": {},
+   "source": [
+    "# DataJoint U24 - Export Session"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79c15f36-039d-4304-96be-f56ba0d6b10a",
+   "metadata": {},
+   "source": [
+    "Same as before, import data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "39dda42b-a81b-4f04-8ec4-eef559168379",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n",
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "os.chdir('..')\n",
+    "import datajoint as dj\n",
+    "dj.conn()\n",
+    "from workflow_session.pipeline import * \n",
+    "from workflow_session.ingest import *\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab2a3f10-b96e-4f0d-9e54-0015bb9b8622",
+   "metadata": {},
+   "source": [
+    "Identify items for export with keys."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "76c040c8-15cc-4d61-ae5d-bc7646a6a0be",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')\n",
+    "mylab_key = (lab.Lab & 'lab=\"LabA\"').fetch1('KEY')\n",
+    "myproj_key= (lab.Project & 'project=\"ProjA\"').fetch1('KEY')\n",
+    "myprot_key= (lab.Protocol() & 'protocol=\"ProtA\"').fetch1('KEY')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "902e050c-3133-4fb7-850d-f0b954e1b634",
+   "metadata": {},
+   "source": [
+    "Get export function and related pynwb dependency, then export with keys from prev step."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "e76fa25d-700b-4f9a-9bb4-62d2217288b6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "root pynwb.file.NWBFile at 0x140227470306368\n",
+       "Fields:\n",
+       "  file_create_date: [datetime.datetime(2021, 12, 1, 15, 14, 12, 86034, tzinfo=tzlocal())]\n",
+       "  identifier: subject5_20200415_111638\n",
+       "  institution: Example Uni\n",
+       "  session_description: Successful data collection, no notes\n",
+       "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+       "  timestamps_reference_time: 2020-04-15 11:16:38-05:00"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pynwb\n",
+    "from element_session.export import *\n",
+    "session_to_nwb(session_key,lab_key=mylab_key,project_key=myproj_key)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1bccad09-d5e4-4200-bb73-08ddf98cfb80",
+   "metadata": {},
+   "source": [
+    "Learn more about using NWB formats [here](https://www.nwb.org/how-to-use/)."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv-nwb",
+   "language": "python",
+   "name": "venv-nwb"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/setup.py b/setup.py
index 1c10e13..5552179 100644
--- a/setup.py
+++ b/setup.py
@@ -17,7 +17,7 @@
     requirements = f.read().splitlines()
 
 setup(
-    name='workflow-animal',
+    name='workflow-session',
     version='0.0.1',
     description="DataJoint Elements for Animal Management",
     long_description=long_description,

From 7fffc41ad90ac0cf709f2b4017671039d2d1cd59 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Mon, 3 Jan 2022 15:04:12 -0600
Subject: [PATCH 21/46] Minor; resolve conflicts, same notebooks

---
 notebooks/1_Explore_Workflow.ipynb | 1617 ++++++++++++++++++++++++++++
 notebooks/2_Explore_Export.ipynb   |  304 ++++++
 2 files changed, 1921 insertions(+)
 create mode 100644 notebooks/1_Explore_Workflow.ipynb
 create mode 100644 notebooks/2_Explore_Export.ipynb

diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
new file mode 100644
index 0000000..0a26d52
--- /dev/null
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -0,0 +1,1617 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "d26010d6-acbc-4c90-8b62-a2448c50452d",
+   "metadata": {},
+   "source": [
+    "# DataJoint U24 - Workflow Session"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c5ffe5d2-5b2a-45c3-8d8f-8c20efa8c5eb",
+   "metadata": {},
+   "source": [
+    "This notebook will describe the steps to explore the lab and animal management tables created by the elements.\n",
+    "Prior to using this notebook, please refer to the README for the installation instructions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4351c4bb-9763-4d4d-8558-37662adc930e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "DataJoint connection (connected) root@localhost:3306"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# change to the upper level folder to detect dj_local_conf.json\n",
+    "import os\n",
+    "if os.path.basename(os.getcwd())=='notebooks': os.chdir('..')\n",
+    "import datajoint as dj\n",
+    "dj.conn()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ee820754-bceb-476a-acf9-238fa8b201d9",
+   "metadata": {},
+   "source": [
+    "Importing the module `workflow_session.pipeline` is sufficient to create tables inside the elements. This workflow comes prepackaged with example data and ingestion functions to populate lab, subject, and session tables."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "868b79bc-f754-4d51-a327-94a209cde374",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from element_lab import lab\n",
+    "from element_animal import subject\n",
+    "from element_session import session\n",
+    "from workflow_session.ingest import ingest_lab, ingest_subjects, ingest_sessions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "9c211f0c-16fd-4d51-abf3-d67bbe271c26",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2e19116d-bc32-4cea-9caf-f3e8eaa9b181",
+   "metadata": {},
+   "source": [
+    "## Workflow architecture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1e7a0a8b-eaf1-41a1-bf08-1aff2f2812be",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lab</p>\n",
+       "                            <span class=\"djtooltiptext\">Abbreviated lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lab_name</p>\n",
+       "                            <span class=\"djtooltiptext\">full lab name</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">institution</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">address</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">time_zone</p>\n",
+       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>LabA</td>\n",
+       "<td>The Example Lab</td>\n",
+       "<td>Example Uni</td>\n",
+       "<td>221B Baker St,London NW1 6XE,UK</td>\n",
+       "<td>UTC+0</td></tr><tr><td>LabB</td>\n",
+       "<td>The Other Lab</td>\n",
+       "<td>Other Uni</td>\n",
+       "<td>Oxford OX1 2JD, United Kingdom</td>\n",
+       "<td>UTC+0</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 2</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lab     lab_name       institution    address        time_zone    \n",
+       "+------+ +------------+ +------------+ +------------+ +-----------+\n",
+       "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
+       "LabB     The Other Lab  Other Uni      Oxford OX1 2JD UTC+0        \n",
+       " (Total: 2)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lab.Lab()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "63679df4-3064-402b-99ce-2f553dff877b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1245pt\" height=\"114pt\" viewBox=\"0.00 0.00 1245.00 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1241,-110 1241,4 -4,4\"/>\n",
+       "<!-- `neuro_lab`.`#skull_reference` -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>`neuro_lab`.`#skull_reference`</title>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"145,-106 0,-106 0,-71 145,-71 145,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"8\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">`neuro_lab`.`#skull_reference`</text>\n",
+       "</g>\n",
+       "<!-- lab.Project -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>lab.Project</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"project              \r",
+       "------------------------------\r",
+       "project_description=&quot;&quot; \r",
+       "repositoryurl=&quot;&quot;     \r",
+       "repositoryname=&quot;&quot;    \r",
+       "pharmacology=&quot;&quot;      \r",
+       "viruses=&quot;&quot;           \r",
+       "slices=&quot;&quot;            \r",
+       "stimulus=&quot;&quot;          \r",
+       "surgery=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"226,-106 163,-106 163,-71 226,-71 226,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"171\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProjectUser -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>lab.ProjectUser</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Project\r",
+       "→ lab.User\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"503,-35 404,-35 404,0 503,0 503,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"453.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.06,-79.38C265.51,-69.19 335.08,-51.11 394.5,-35 397.58,-34.17 400.75,-33.3 403.94,-32.42\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Publication -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>lab.Project.Publication</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ lab.Project\r",
+       "publication=&quot;&quot;       \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"121.5,-27 7.5,-27 7.5,-8 121.5,-8 121.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"15.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M163.36,-70.97C137.37,-57.18 101.36,-38.06 80.74,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Keywords -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>lab.Project.Keywords</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"→ lab.Project\r",
+       "keyword=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"249.5,-27 139.5,-27 139.5,-8 249.5,-8 249.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"147.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M194.5,-70.8C194.5,-57.08 194.5,-38.19 194.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Project.Sourcecode -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>lab.Project.Sourcecode</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ lab.Project\r",
+       "codeurl=&quot;&quot;           \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"385.5,-27 267.5,-27 267.5,-8 385.5,-8 385.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"275.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Sourcecode</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Sourcecode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.12,-70.97C252.51,-57.18 289.07,-38.06 310.01,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>lab.Equipment.EphysEquipment</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ lab.Equipment\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"883.5,-27 727.5,-27 727.5,-8 883.5,-8 883.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"805.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.Equipment.EphysEquipment</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>lab.ProtocolType</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"protocol_type        \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1156,-106 1067,-106 1067,-71 1156,-71 1156,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1075\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Protocol -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>lab.Protocol</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"protocol             \r",
+       "------------------------------\r",
+       "→ lab.ProtocolType\r",
+       "protocol_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1145.5,-35 1077.5,-35 1077.5,0 1145.5,0 1145.5,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"1085.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>lab.ProtocolType-&gt;lab.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1111.5,-70.8C1111.5,-59.95 1111.5,-45.87 1111.5,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.Equipment -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>lab.Equipment</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"scanner              \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"939.5,-106 845.5,-106 845.5,-71 939.5,-71 939.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"853.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">lab.Equipment</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.EphysEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M871.44,-70.8C854.14,-57.08 830.32,-38.19 816.55,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Equipment.CaImgEquipment -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>lab.Equipment.CaImgEquipment</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ lab.Equipment\r",
+       "caimg_equip_type     \r",
+       "------------------------------\r",
+       "caimg_equip_descrip  \r",
+       "excitation_lambda    \r",
+       "emission_lambda      \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1059.5,-27 901.5,-27 901.5,-8 1059.5,-8 1059.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"909.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Equipment.CaImgEquipment</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>lab.Equipment-&gt;lab.Equipment.CaImgEquipment</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M913.8,-70.8C931.3,-57.08 955.39,-38.19 969.32,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- lab.Lab -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>lab.Lab</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"lab                  \r",
+       "------------------------------\r",
+       "lab_name             \r",
+       "institution          \r",
+       "address              \r",
+       "time_zone            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"686.5,-106 638.5,-106 638.5,-71 686.5,-71 686.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"646.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Location -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>lab.Location</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ lab.Lab\r",
+       "location             \r",
+       "------------------------------\r",
+       "location_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"709,-35 640,-35 640,0 709,0 709,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"648\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.Location</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M665.4,-70.8C667.29,-59.95 669.74,-45.87 671.62,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.LabMembership -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>lab.LabMembership</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ lab.Lab\r",
+       "→ lab.User\r",
+       "------------------------------\r",
+       "→ [nullable] lab.UserRole\r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"622,-35 521,-35 521,0 622,0 622,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"571.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M640.47,-70.8C626.16,-59.95 607.59,-45.87 593.33,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.User -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>lab.User</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"user                 \r",
+       "------------------------------\r",
+       "user_email=&quot;&quot;        \r",
+       "user_cellphone=&quot;&quot;    \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"498,-106 445,-106 445,-71 498,-71 498,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"453\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.User&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>lab.User-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M467.14,-70.8C464.31,-59.95 460.64,-45.87 457.82,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.User&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>lab.User-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M495.45,-70.97C511.17,-60.13 531.65,-46 547.4,-35.13\"/>\n",
+       "</g>\n",
+       "<!-- lab.UserRole -->\n",
+       "<g id=\"node16\" class=\"node\">\n",
+       "<title>lab.UserRole</title>\n",
+       "<g id=\"a_node16\"><a xlink:title=\"user_role            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"608.5,-106 534.5,-106 534.5,-71 608.5,-71 608.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"542.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M571.5,-70.8C571.5,-59.95 571.5,-45.87 571.5,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.Source -->\n",
+       "<g id=\"node17\" class=\"node\">\n",
+       "<title>lab.Source</title>\n",
+       "<g id=\"a_node17\"><a xlink:title=\"source               \r",
+       "------------------------------\r",
+       "source_name          \r",
+       "contact_details=&quot;&quot;   \r",
+       "source_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1237,-106 1174,-106 1174,-71 1237,-71 1237,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1182\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<datajoint.diagram.Diagram at 0x7fa440f8b9d0>"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dj.Diagram(lab)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "8cf0f64b-e523-4a94-9a43-fca4ed793f82",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Animal Subject</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">sex</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject1</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject2</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-11-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject3</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject4</td>\n",
+       "<td>M</td>\n",
+       "<td>2021-02-12</td>\n",
+       "<td>test animal</td></tr><tr><td>subject5</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>U</td>\n",
+       "<td>2020-08-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject8</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-09-30</td>\n",
+       "<td>test animal</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 8</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     sex     subject_birth_ subject_descri\n",
+       "+----------+ +-----+ +------------+ +------------+\n",
+       "subject1     M       2020-12-30     test animal   \n",
+       "subject2     F       2020-11-30     test animal   \n",
+       "subject3     F       2020-12-30     test animal   \n",
+       "subject4     M       2021-02-12     test animal   \n",
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
+       "subject7     U       2020-08-30     test animal   \n",
+       "subject8     F       2020-09-30     test animal   \n",
+       " (Total: 8)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "subject.Subject()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "75576be2-2984-451f-a86b-f05f9ddec6b7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1460pt\" height=\"114pt\" viewBox=\"0.00 0.00 1460.00 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1456,-110 1456,4 -4,4\"/>\n",
+       "<!-- subject.Allele -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>subject.Allele</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"allele               \r",
+       "------------------------------\r",
+       "allele_standard_name=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"92,-106 17,-106 17,-71 92,-71 92,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"25\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Zygosity -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>subject.Zygosity</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Subject\r",
+       "→ subject.Allele\r",
+       "------------------------------\r",
+       "zygosity             \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"345,-35 242,-35 242,0 345,0 345,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"293.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M92.11,-76.64C132.46,-64.99 196.83,-46.41 241.91,-33.4\"/>\n",
+       "</g>\n",
+       "<!-- subject.Allele.Source -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>subject.Allele.Source</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ subject.Allele\r",
+       "------------------------------\r",
+       "→ lab.Source\r",
+       "source_identifier=&quot;&quot; \r",
+       "source_url=&quot;&quot;        \r",
+       "expression_data_url=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"109,-27 0,-27 0,-8 109,-8 109,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"54.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M54.5,-70.8C54.5,-57.08 54.5,-38.19 54.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- subject.Line.Allele -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>subject.Line.Allele</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Line\r",
+       "→ subject.Allele\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"223.5,-27 127.5,-27 127.5,-8 223.5,-8 223.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"175.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M83.48,-70.97C107.67,-57.18 141.19,-38.06 160.38,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Line -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>subject.Subject.Line</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ subject.Line\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"468,-27 363,-27 363,-8 468,-8 468,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"415.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject.User -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>subject.Subject.User</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.User\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1030.5,-27 922.5,-27 922.5,-8 1030.5,-8 1030.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"976.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Strain -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>subject.Strain</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"strain               \r",
+       "------------------------------\r",
+       "strain_standard_name \r",
+       "strain_desc=&quot;&quot;       \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1434,-106 1357,-106 1357,-71 1434,-71 1434,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1365\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Strain -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>subject.Subject.Strain</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ subject.Strain\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1452,-27 1339,-27 1339,-8 1452,-8 1452,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1395.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>subject.Strain-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1395.5,-70.8C1395.5,-57.08 1395.5,-38.19 1395.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- subject.SubjectDeath -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>subject.SubjectDeath</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "death_date           \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1180,-35 1049,-35 1049,0 1180,0 1180,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1114.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Protocol -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>subject.Subject.Protocol</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Protocol\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1321,-27 1198,-27 1198,-8 1321,-8 1321,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1259.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>subject.Subject</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
+       "------------------------------\r",
+       "sex                  \r",
+       "subject_birth_date   \r",
+       "subject_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"901.5,-106 803.5,-106 803.5,-71 901.5,-71 901.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"811.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.34,-82.54C731.37,-74.84 593.32,-58.43 477.5,-35 466.69,-32.81 454.97,-29.85 444.66,-27.04\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M803.24,-84.99C713.26,-79.82 516.56,-65.79 353.5,-35 350.74,-34.48 347.92,-33.89 345.09,-33.26\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M882.2,-70.97C906.99,-57.18 941.34,-38.06 961.01,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.78,-74.52C944.17,-63.36 1005.58,-47.18 1051.53,-35.08\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M901.54,-81.07C967.32,-72.16 1087.66,-54.91 1189.5,-35 1201.26,-32.7 1214.05,-29.81 1225.43,-27.08\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Source -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>subject.Subject.Source</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "→ lab.Source\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"604.5,-27 486.5,-27 486.5,-8 604.5,-8 604.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"545.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Source -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.45,-77.05C755.09,-66.68 679.11,-50.16 613.5,-35 602.61,-32.48 590.77,-29.64 580.06,-27.04\"/>\n",
+       "</g>\n",
+       "<!-- subject.SubjectCullMethod -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>subject.SubjectCullMethod</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"→ subject.Subject\r",
+       "------------------------------\r",
+       "cull_method          \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"782.5,-35 622.5,-35 622.5,0 782.5,0 782.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M816.57,-70.97C792.91,-60.09 762.05,-45.89 738.4,-35.01\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.68,-84.37C988.69,-78.32 1175.23,-63.09 1330.5,-35 1342.07,-32.91 1354.63,-29.9 1365.6,-27.02\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject.Lab -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>subject.Subject.Lab</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Lab\r",
+       "------------------------------\r",
+       "subject_alias=&quot;&quot;     \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"904,-27 801,-27 801,-8 904,-8 904,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"852.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
+       "<g id=\"edge13\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M852.5,-70.8C852.5,-57.08 852.5,-38.19 852.5,-27.27\"/>\n",
+       "</g>\n",
+       "<!-- subject.Line -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>subject.Line</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"line                 \r",
+       "------------------------------\r",
+       "line_description=&quot;&quot;  \r",
+       "target_phenotype=&quot;&quot;  \r",
+       "is_active            \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"210,-106 141,-106 141,-71 210,-71 210,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"149\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Line&#45;&gt;subject.Subject.Line -->\n",
+       "<g id=\"edge14\" class=\"edge\">\n",
+       "<title>subject.Line-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M210.14,-77.54C257.39,-63.96 341.25,-39.85 385.79,-27.04\"/>\n",
+       "</g>\n",
+       "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge15\" class=\"edge\">\n",
+       "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M175.5,-70.8C175.5,-57.08 175.5,-38.19 175.5,-27.27\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<datajoint.diagram.Diagram at 0x7fa4441df9a0>"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dj.Diagram(subject)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "5243a782-93da-40fa-b243-03ddcb230c1d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">session_datetime</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject3</td>\n",
+       "<td>2021-04-30 12:22:15.032000</td></tr><tr><td>subject5</td>\n",
+       "<td>2020-04-15 11:16:38</td></tr><tr><td>subject6</td>\n",
+       "<td>2021-01-15 11:16:38</td></tr><tr><td>subject6</td>\n",
+       "<td>2021-06-02 14:04:22</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 4</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     *session_datet\n",
+       "+----------+ +------------+\n",
+       "subject3     2021-04-30 12:\n",
+       "subject5     2020-04-15 11:\n",
+       "subject6     2021-01-15 11:\n",
+       "subject6     2021-06-02 14:\n",
+       " (Total: 4)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "session.Session()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "7e48d7c0-b7bd-4f0b-abcb-1aedc69d5310",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"662pt\" height=\"114pt\" viewBox=\"0.00 0.00 662.00 114.00\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 658,-110 658,4 -4,4\"/>\n",
+       "<!-- session.Session -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>session.Session</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
+       "session_datetime     \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"379,-106 275,-106 275,-71 379,-71 379,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"283\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.ProjectSession -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>session.ProjectSession</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Project\r",
+       "→ session.Session\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"142,-35 0,-35 0,0 142,0 142,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"71\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.ProjectSession</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.ProjectSession</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M274.89,-73.45C233.66,-62.34 176,-46.8 132.51,-35.08\"/>\n",
+       "</g>\n",
+       "<!-- session.SessionDirectory -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>session.SessionDirectory</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ session.Session\r",
+       "------------------------------\r",
+       "session_dir          \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"312,-35 160,-35 160,0 312,0 312,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"236\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M304.97,-70.8C290.66,-59.95 272.09,-45.87 257.83,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- session.SessionExperimenter -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>session.SessionExperimenter</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ session.Session\r",
+       "→ lab.User\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"506,-35 330,-35 330,0 506,0 506,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"418\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.SessionExperimenter -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.SessionExperimenter</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M349.03,-70.8C363.34,-59.95 381.91,-45.87 396.17,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- session.SessionNote -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>session.SessionNote</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ session.Session\r",
+       "------------------------------\r",
+       "session_note         \r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"654,-35 524,-35 524,0 654,0 654,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"589\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.SessionNote</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M379.08,-73.79C421.31,-62.66 480.99,-46.95 525.93,-35.11\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<datajoint.diagram.Diagram at 0x7fa44434ba90>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dj.Diagram(session)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c510fe4d-09ed-472f-830f-4401bd6830d0",
+   "metadata": {},
+   "source": [
+    "(Workflow needs continued development to import geotyping tables)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "1984077d-a9f2-4b17-8034-ee2af8f105f4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# dj.Diagram(genotyping) + dj.Diagram(subject.Subject) + dj.Diagram(subject.Allele)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b60f5f4c-d366-4034-a40d-2d2095cb2a14",
+   "metadata": {},
+   "source": [
+    "## Explore each table"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "9c0821e1-9125-4c41-bc9c-567f53d0a5e5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "# Animal Subject\n",
+      "subject              : varchar(32)                  \n",
+      "---\n",
+      "sex                  : enum('M','F','U')            \n",
+      "subject_birth_date   : date                         \n",
+      "subject_description=\"\" : varchar(1024)                \n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'# Animal Subject\\nsubject              : varchar(32)                  \\n---\\nsex                  : enum(\\'M\\',\\'F\\',\\'U\\')            \\nsubject_birth_date   : date                         \\nsubject_description=\"\" : varchar(1024)                \\n'"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# check table definition with describe()\n",
+    "subject.Subject.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "504d55ed-25bd-4bb1-bce9-c516bd3595df",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-> subject.Subject\n",
+      "-> subject.Allele\n",
+      "---\n",
+      "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "\"-> subject.Subject\\n-> subject.Allele\\n---\\nzygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\\n\""
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# check table definition with dependencies with describe()\n",
+    "subject.Zygosity.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "1edded31-bdef-42fb-8f58-b42b9b186cf1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "# \n",
+       "subject              : varchar(32)                  # \n",
+       "allele               : varchar(32)                  # abbreviated allele name\n",
+       "---\n",
+       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# check the name of every attribute with heading, \n",
+    "# which will spell out the foreign key definition inherited from another table\n",
+    "subject.Zygosity.heading"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f6c110c0-0966-4283-a0ba-a7de2ce69e25",
+   "metadata": {},
+   "source": [
+    "## Insert data into Manual and Lookup tables"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "54cf050e-882e-4672-be31-1ca3df52fa58",
+   "metadata": {},
+   "source": [
+    "Tables in this workflow are either manual tables or lookup tables. To insert into these tables, DataJoint provide method `.insert1()` and `insert()`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "d5b43904-9711-4bce-8ae5-d0d797118dec",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "subject.Subject.insert1(\n",
+    "    dict(subject='subject1', sex='M', subject_birth_date='2020-12-30', \n",
+    "         subject_description='test animal'), skip_duplicates=True)\n",
+    "subject.Subject.insert1(\n",
+    "    ('subject2', 'F', '2020-11-30', 'test animal'), skip_duplicates=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "49d43ca2-2cd3-4659-849f-5bcc09c1367e",
+   "metadata": {},
+   "source": [
+    "`skip_duplicates=True` will prevent an error if you already have data for the primary keys in a given entry."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "9bf2c953-7b4c-4a70-99fd-124a4d28171b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Animal Subject</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">sex</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject1</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject2</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-11-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject3</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject4</td>\n",
+       "<td>M</td>\n",
+       "<td>2021-02-12</td>\n",
+       "<td>test animal</td></tr><tr><td>subject5</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>U</td>\n",
+       "<td>2020-08-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject8</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-09-30</td>\n",
+       "<td>test animal</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 8</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     sex     subject_birth_ subject_descri\n",
+       "+----------+ +-----+ +------------+ +------------+\n",
+       "subject1     M       2020-12-30     test animal   \n",
+       "subject2     F       2020-11-30     test animal   \n",
+       "subject3     F       2020-12-30     test animal   \n",
+       "subject4     M       2021-02-12     test animal   \n",
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
+       "subject7     U       2020-08-30     test animal   \n",
+       "subject8     F       2020-09-30     test animal   \n",
+       " (Total: 8)"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "subject.Subject()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "7a10ddab-d0fd-45a0-8183-09c1b1933e0a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# `insert()` takes a list of dicts or tuples\n",
+    "subject.Subject.insert(\n",
+    "    [dict(subject='subject3', sex='F', subject_birth_date='2020-12-30', \n",
+    "            subject_description='test animal'),\n",
+    "     dict(subject='subject4', sex='M', subject_birth_date='2021-02-12', \n",
+    "          subject_description='test animal')\n",
+    "    ],\n",
+    "    skip_duplicates=True)\n",
+    "subject.Subject.insert(\n",
+    "    [\n",
+    "        ('subject7', 'U', '2020-08-30', 'test animal'),\n",
+    "        ('subject8', 'F', '2020-09-30', 'test animal')\n",
+    "    ],\n",
+    "    skip_duplicates=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "064ddaae-3410-47fc-be22-671d2afe7fb6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Relation{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Relation th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Relation td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "        }\n",
+       "        .Relation tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b>Animal Subject</b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Relation\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">subject</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">sex</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_birth_date</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">subject_description</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>subject1</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject2</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-11-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject3</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-12-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject4</td>\n",
+       "<td>M</td>\n",
+       "<td>2021-02-12</td>\n",
+       "<td>test animal</td></tr><tr><td>subject5</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>M</td>\n",
+       "<td>2020-01-03</td>\n",
+       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>U</td>\n",
+       "<td>2020-08-30</td>\n",
+       "<td>test animal</td></tr><tr><td>subject8</td>\n",
+       "<td>F</td>\n",
+       "<td>2020-09-30</td>\n",
+       "<td>test animal</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 8</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*subject     sex     subject_birth_ subject_descri\n",
+       "+----------+ +-----+ +------------+ +------------+\n",
+       "subject1     M       2020-12-30     test animal   \n",
+       "subject2     F       2020-11-30     test animal   \n",
+       "subject3     F       2020-12-30     test animal   \n",
+       "subject4     M       2021-02-12     test animal   \n",
+       "subject5     F       2020-01-03     lmash_E105    \n",
+       "subject6     M       2020-01-03     hneih_E105    \n",
+       "subject7     U       2020-08-30     test animal   \n",
+       "subject8     F       2020-09-30     test animal   \n",
+       " (Total: 8)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "subject.Subject()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c47691a0-b016-4092-a5ad-fefff93c54dd",
+   "metadata": {},
+   "source": [
+    "For more documentation of insert, please refer to [DataJoint Docs](https://docs.datajoint.io/python/manipulation/1-Insert.html) and [DataJoint playground](https://playground.datajoint.io/)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "13f8a8ed-2656-46d8-82ba-cdf130c4873e",
+   "metadata": {},
+   "source": [
+    "## Insert into Manual and Lookup tables with Graphical User Interface"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4775dd80-8a54-47b7-a9ba-99995db9ff1a",
+   "metadata": {},
+   "source": [
+    "DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows. ![DataJoint Labbook preview](../images/DataJoint_Labbook.png)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv-nwb",
+   "language": "python",
+   "name": "venv-nwb"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
new file mode 100644
index 0000000..bc54ae6
--- /dev/null
+++ b/notebooks/2_Explore_Export.ipynb
@@ -0,0 +1,304 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3054518f-87bc-42ff-a3e7-84bf3d2a37f6",
+   "metadata": {},
+   "source": [
+    "# DataJoint U24 - Export Session"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79c15f36-039d-4304-96be-f56ba0d6b10a",
+   "metadata": {},
+   "source": [
+    "Same as before, import data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "0e7fa407-d67b-403e-975c-bd0bd499d88c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "if os.path.basename(os.getcwd())=='notebooks': os.chdir('..')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "6f11ca71-5e4f-460c-ad94-2037ef0f6448",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connecting root@localhost:3306\n",
+      "\n",
+      "---- Insert 2 entry(s) into lab tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into project table ----\n",
+      "\n",
+      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into subject tables ----\n",
+      "\n",
+      "---- Insert 2 entry(s) into session.Session ----\n"
+     ]
+    }
+   ],
+   "source": [
+    "import datajoint as dj\n",
+    "dj.conn()\n",
+    "from element_lab import lab\n",
+    "from element_animal import subject\n",
+    "from element_session import session\n",
+    "from workflow_session.ingest import ingest_lab, ingest_subjects, ingest_sessions\n",
+    "## delete if needed, to update/repopulate\n",
+    "# lab.Lab.delete();lab.Project.delete();lab.Protocol.delete()\n",
+    "ingest_lab(); ingest_subjects();ingest_sessions()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab2a3f10-b96e-4f0d-9e54-0015bb9b8622",
+   "metadata": {},
+   "source": [
+    "Identify items for export with keys."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "76c040c8-15cc-4d61-ae5d-bc7646a6a0be",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "902e050c-3133-4fb7-850d-f0b954e1b634",
+   "metadata": {},
+   "source": [
+    "Get export from element-session, then export with keys from prev step."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from element_session.export import session_to_nwb"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "fdc6d3c7-8f4d-41c8-af6f-5c63ab68e316",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "DataJointError",
+     "evalue": "fetch1 requires exactly one tuple in the input set.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mDataJointError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_1373/2627209259.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubject\u001b[0m\u001b[0;34m&\u001b[0m\u001b[0;34m\"subject!='subject5'\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch1\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/fetch.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, squeeze, download_path, *attrs)\u001b[0m\n\u001b[1;32m    246\u001b[0m             \u001b[0mret\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    247\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mret\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 248\u001b[0;31m                 \u001b[0;32mraise\u001b[0m \u001b[0mDataJointError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'fetch1 requires exactly one tuple in the input set.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    249\u001b[0m             ret = dict((name, _get(self._expression.connection, heading[name], ret[name],\n\u001b[1;32m    250\u001b[0m                                    squeeze=squeeze, download_path=download_path))\n",
+      "\u001b[0;31mDataJointError\u001b[0m: fetch1 requires exactly one tuple in the input set."
+     ]
+    }
+   ],
+   "source": [
+    "(subject.Subject&\"subject!='subject5'\").fetch1()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e76fa25d-700b-4f9a-9bb4-62d2217288b6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "mynwbfile=session_to_nwb(session_key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "56ebdd79-f0dc-4925-aeb1-109887df361d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on function elementlab_nwb_dict in module element_lab.export.nwb:\n",
+      "\n",
+      "elementlab_nwb_dict(lab_key=None, project_key=None, protocol_key=None)\n",
+      "    Generate a dictionary object containing all relevant lab information used when\n",
+      "        generating an NWB file at the session level. All parameters optional.\n",
+      "    Use: mynwbfile = NWBfile(identifier=\"your identifier\",\n",
+      "                             session_description=\"your description\",\n",
+      "                             session_start_time=session_datetime,\n",
+      "                             elementlab_nwb_dict(lab_key=key1,project_key=key2,protocol_key=key3))\n",
+      "    Note: The lab, project and protocol keys should specify one of their respective types.\n",
+      "    \n",
+      "    :param lab_key: Key specifying one entry in element_lab.lab.Lab\n",
+      "    :param project_key: Key specifying one entry in element_lab.lab.Project\n",
+      "    :param protocol_key: Key specifying one entry in element_lab.lab.PRotocol\n",
+      "    :return: dictionary with NWB parameters\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "from element_lab.export import elementlab_nwb_dict\n",
+    "help(elementlab_nwb_dict)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "afc6555d-cd25-4d55-93e2-51c72ddba9ae",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pynwb import NWBFile\n",
+    "lab_info = elementlab_nwb_dict(lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)\n",
+    "sess_info = session_to_nwb_dict(session_key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "97e01cbf-b225-45d3-a030-0f7400e3526b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "mynwbfile = NWBFile(**sess_info,**lab_info)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1bccad09-d5e4-4200-bb73-08ddf98cfb80",
+   "metadata": {},
+   "source": [
+    "Learn more about using NWB formats [here](https://www.nwb.org/how-to-use/)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "b914d8db-2584-403c-9f24-12a64103f1cb",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/build/objectmapper.py:653: MissingRequiredBuildWarning: NWBFile 'root' is missing required value for attribute 'source_script_file_name'.\n",
+      "  warnings.warn(msg, MissingRequiredBuildWarning)\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pynwb import NWBHDF5IO\n",
+    "with NWBHDF5IO('session_metadata.nwb', mode='w') as io:\n",
+    "    io.write(mynwbfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "c81b1c85-9623-4cc1-9438-79b0c5287756",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "root pynwb.file.NWBFile at 0x140190306285216\n",
+      "Fields:\n",
+      "  experiment_description: Example project to populate element-lab\n",
+      "  file_create_date: [datetime.datetime(2021, 12, 6, 17, 1, 11, 974467, tzinfo=tzlocal())]\n",
+      "  identifier: subject5_20200415_111638\n",
+      "  institution: Example Uni\n",
+      "  keywords: ['Example' 'Study']\n",
+      "  lab: The Example Lab\n",
+      "  pharmacology: Subjects were administered 10ul sedative prior to surgery\n",
+      "  protocol: ProtA\n",
+      "  related_publications: ['arXiv:1807.11104' 'arXiv:1807.11104v1']\n",
+      "  session_description: Successful data collection, no notes\n",
+      "  session_start_time: 2020-04-15 11:16:38-05:00\n",
+      "  source_script: https://github.com/datajoint/element-lab/\n",
+      "  surgery: Craniotomy performed by session experimenter\n",
+      "  timestamps_reference_time: 2020-04-15 11:16:38-05:00\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(mynwbfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e75c3795-96d6-4ed1-889e-3da58d9e8533",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv-nwb",
+   "language": "python",
+   "name": "venv-nwb"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file

From 292a692a1b47811dd8f2612ea9f2c580021f1dd5 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Fri, 7 Jan 2022 18:17:41 -0600
Subject: [PATCH 22/46] remove old diagrams, update README links

---
 README.md                         |   6 +-
 images/genotyping_diagram_old.svg | 138 ---------------------
 images/lab_diagram.svg            | 179 ----------------------------
 images/lab_diagram_old.svg        | 130 --------------------
 images/subject_diagram_old.svg    | 191 ------------------------------
 workflow_session/ingest.py        |   4 +-
 6 files changed, 5 insertions(+), 643 deletions(-)
 delete mode 100644 images/genotyping_diagram_old.svg
 delete mode 100644 images/lab_diagram.svg
 delete mode 100644 images/lab_diagram_old.svg
 delete mode 100644 images/subject_diagram_old.svg

diff --git a/README.md b/README.md
index c067c1a..987f531 100644
--- a/README.md
+++ b/README.md
@@ -22,14 +22,14 @@ element-lab is used for all lab-general metadata, including personnel and projec
 element-animal contains two modules, `subject` and `genotyping`.
 
 `subject` contains basic information of subjects.
-![subject](images/subject_diagram2.svg)
+![subject](images/subject_diagram.svg)
 
 `genotyping` is designed for labs that handle animal care and genetic information themselves, which is optional.
-![genotyping](images/genotyping_diagram2.svg)
+![genotyping](images/genotyping_diagram.svg)
 
 ### element-session
 `session` is designed to handle metadata related to data collection, including collection date-time, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
-![session](images/session_diagram2.png)
+![session](images/session_diagram.png)
 
 ### This workflow
 This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements in tandem with other data collection modalities, refer to:
diff --git a/images/genotyping_diagram_old.svg b/images/genotyping_diagram_old.svg
deleted file mode 100644
index a6d6471..0000000
--- a/images/genotyping_diagram_old.svg
+++ /dev/null
@@ -1,138 +0,0 @@
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-<title>`genotyping`.`breeding_pair__father`</title>
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-<title>`genotyping`.`breeding_pair__mother`</title>
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-<g class="node" id="node3">
-<title>genotyping.AlleleSequence</title>
-<g id="a_node3"><a xlink:title="→ subject.Allele
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-<text font-family="arial" font-size="10.00" text-anchor="middle" x="576" y="-86">genotyping.AlleleSequence</text>
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-<g class="node" id="node4">
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breeding_pair        
------------------------------
bp_start_date=null   
bp_end_date=null     
bp_description=&quot;&quot;    
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-<title>genotyping.BreedingPair-&gt;`genotyping`.`breeding_pair__father`</title>
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-</g>
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-<g class="node" id="node7">
-<title>genotyping.Litter</title>
-<g id="a_node7"><a xlink:title="→ genotyping.BreedingPair
litter_birth_date    
------------------------------
num_of_pups          
litter_notes=&quot;&quot;      
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-<title>genotyping.BreedingPair-&gt;genotyping.Litter</title>
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-<!-- genotyping.SubjectLitter -->
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------------------------------
→ genotyping.Litter
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-<g class="node" id="node6">
-<title>genotyping.Weaning</title>
-<g id="a_node6"><a xlink:title="→ genotyping.Litter
------------------------------
weaning_date         
num_of_male          
num_of_female        
weaning_notes=&quot;&quot;     
">
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-<g class="edge" id="edge4">
-<title>genotyping.Litter-&gt;genotyping.SubjectLitter</title>
-<path d="M419.12,-70.8C406.85,-59.95 390.94,-45.87 378.71,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
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-<!-- genotyping.SubjectCaging -->
-<g class="node" id="node8">
-<title>genotyping.SubjectCaging</title>
-<g id="a_node8"><a xlink:title="→ subject.Subject
caging_datetime      
------------------------------
→ genotyping.Cage
→ User
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-<!-- genotyping.GenotypeTest -->
-<g class="node" id="node9">
-<title>genotyping.GenotypeTest</title>
-<g id="a_node9"><a xlink:title="→ subject.Subject
→ genotyping.Sequence
genotype_test_id     
------------------------------
test_result          
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-<g class="node" id="node10">
-<title>genotyping.Sequence</title>
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------------------------------
base_pairs=&quot;&quot;        
sequence_desc=&quot;&quot;     
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-<title>genotyping.Sequence-&gt;genotyping.AlleleSequence</title>
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-<!-- genotyping.Sequence&#45;&gt;genotyping.GenotypeTest -->
-<g class="edge" id="edge7">
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-<g class="node" id="node11">
-<title>genotyping.Cage</title>
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------------------------------
cage_purpose=&quot;&quot;      
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-<title>genotyping.Cage-&gt;genotyping.SubjectCaging</title>
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\ No newline at end of file
diff --git a/images/lab_diagram.svg b/images/lab_diagram.svg
deleted file mode 100644
index f13349d..0000000
--- a/images/lab_diagram.svg
+++ /dev/null
@@ -1,179 +0,0 @@
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-<title>lab.Protocol</title>
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-<title>lab.Project</title>
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-<text text-anchor="middle" x="403.5" y="-124.4" font-family="arial" font-size="12.00" fill="darkgreen">lab.ProjectUser</text>
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-<g id="edge1" class="edge">
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-<!-- lab.Project.Sourcecode -->
-<g id="node4" class="node">
-<title>lab.Project.Sourcecode</title>
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-<g id="node5" class="node">
-<title>lab.Project.Keywords</title>
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-<g id="node6" class="node">
-<title>lab.Project.Publication</title>
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-<!-- lab.Location -->
-<g id="node7" class="node">
-<title>lab.Location</title>
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-<g id="node11" class="node">
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-<g id="edge7" class="edge">
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-<g id="node13" class="node">
-<title>lab.User</title>
-<g id="a_node13"><a xlink:title="user &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;user_email=&quot;&quot; &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;user_cellphone=&quot;&quot; &#160;&#160;&#160;&#13;">
-<polygon fill="#000000" fill-opacity="0.125490" stroke="transparent" points="448,-216 395,-216 395,-181 448,-181 448,-216"/>
-<text text-anchor="start" x="403" y="-197" font-family="arial" text-decoration="underline" font-size="10.00">lab.User</text>
-</a>
-</g>
-</g>
-<!-- lab.User&#45;&gt;lab.ProjectUser -->
-<g id="edge9" class="edge">
-<title>lab.User&#45;&gt;lab.ProjectUser</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M417.14,-180.8C414.31,-169.95 410.64,-155.87 407.82,-145.05"/>
-</g>
-<!-- lab.User&#45;&gt;lab.LabMembership -->
-<g id="edge10" class="edge">
-<title>lab.User&#45;&gt;lab.LabMembership</title>
-<path fill="none" stroke="#000000" stroke-width="0.75" stroke-opacity="0.250980" d="M445.45,-180.97C461.17,-170.13 481.65,-156 497.4,-145.13"/>
-</g>
-</g>
-</svg>
diff --git a/images/lab_diagram_old.svg b/images/lab_diagram_old.svg
deleted file mode 100644
index b954e4c..0000000
--- a/images/lab_diagram_old.svg
+++ /dev/null
@@ -1,130 +0,0 @@
-<svg height="114pt" viewBox="0.00 0.00 470.00 114.00" width="470pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
-<polygon fill="white" points="-4,4 -4,-110 466,-110 466,4 -4,4" stroke="transparent"/>
-<!-- Lab -->
-<g class="node" id="node1">
-<title>Lab</title>
-<g id="a_node1"><a xlink:title="lab                  
------------------------------
lab_name             
institution          
address              
time_zone            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="55,-106 20,-106 20,-71 55,-71 55,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="29.5" y="-87">Lab</text>
-</a>
-</g>
-</g>
-<!-- lab.LabMembership -->
-<g class="node" id="node7">
-<title>lab.LabMembership</title>
-<g id="a_node7"><a xlink:title="→ Lab
→ User
------------------------------
→ [nullable] lab.UserRole
">
-<polygon fill="#000000" fill-opacity="0.125490" points="172,-35 71,-35 71,0 172,0 172,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="121.5" y="-15">lab.LabMembership</text>
-</a>
-</g>
-</g>
-<!-- Lab&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge1">
-<title>Lab-&gt;lab.LabMembership</title>
-<path d="M55.31,-72.87C68.8,-61.79 87.33,-46.57 101.35,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- Location -->
-<g class="node" id="node8">
-<title>Location</title>
-<g id="a_node8"><a xlink:title="→ Lab
location             
------------------------------
location_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="53,-35 0,-35 0,0 53,0 53,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="8" y="-16">Location</text>
-</a>
-</g>
-</g>
-<!-- Lab&#45;&gt;Location -->
-<g class="edge" id="edge2">
-<title>Lab-&gt;Location</title>
-<path d="M34.84,-70.8C33.11,-59.95 30.86,-45.87 29.14,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- lab.Project -->
-<g class="node" id="node2">
-<title>lab.Project</title>
-<g id="a_node2"><a xlink:title="project              
------------------------------
project_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="290,-106 227,-106 227,-71 290,-71 290,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="235" y="-87">lab.Project</text>
-</a>
-</g>
-</g>
-<!-- lab.ProjectUser -->
-<g class="node" id="node5">
-<title>lab.ProjectUser</title>
-<g id="a_node5"><a xlink:title="→ lab.Project
→ User
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="299,-35 200,-35 200,0 299,0 299,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="249.5" y="-14.4">lab.ProjectUser</text>
-</a>
-</g>
-</g>
-<!-- lab.Project&#45;&gt;lab.ProjectUser -->
-<g class="edge" id="edge3">
-<title>lab.Project-&gt;lab.ProjectUser</title>
-<path d="M256.32,-70.8C254.91,-59.95 253.07,-45.87 251.66,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- lab.UserRole -->
-<g class="node" id="node3">
-<title>lab.UserRole</title>
-<g id="a_node3"><a xlink:title="user_role            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="152.5,-106 78.5,-106 78.5,-71 152.5,-71 152.5,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="86.5" y="-87">lab.UserRole</text>
-</a>
-</g>
-</g>
-<!-- lab.UserRole&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge4">
-<title>lab.UserRole-&gt;lab.LabMembership</title>
-<path d="M116.95,-70.8C117.9,-59.95 119.12,-45.87 120.06,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- lab.ProtocolType -->
-<g class="node" id="node4">
-<title>lab.ProtocolType</title>
-<g id="a_node4"><a xlink:title="protocol_type        
">
-<polygon fill="#000000" fill-opacity="0.125490" points="397,-106 308,-106 308,-71 397,-71 397,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="316" y="-87">lab.ProtocolType</text>
-</a>
-</g>
-</g>
-<!-- Protocol -->
-<g class="node" id="node10">
-<title>Protocol</title>
-<g id="a_node10"><a xlink:title="protocol             
------------------------------
→ lab.ProtocolType
protocol_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="379,-35 326,-35 326,0 379,0 379,-35" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="334" y="-16">Protocol</text>
-</a>
-</g>
-</g>
-<!-- lab.ProtocolType&#45;&gt;Protocol -->
-<g class="edge" id="edge5">
-<title>lab.ProtocolType-&gt;Protocol</title>
-<path d="M352.5,-70.8C352.5,-59.95 352.5,-45.87 352.5,-35.05" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- Source -->
-<g class="node" id="node6">
-<title>Source</title>
-<g id="a_node6"><a xlink:title="source               
------------------------------
source_name          
contact_details=&quot;&quot;   
source_description=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="462,-106 415,-106 415,-71 462,-71 462,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="423" y="-87">Source</text>
-</a>
-</g>
-</g>
-<!-- User -->
-<g class="node" id="node9">
-<title>User</title>
-<g id="a_node9"><a xlink:title="user                 
------------------------------
user_email=&quot;&quot;        
user_cellphone=&quot;&quot;    
">
-<polygon fill="#000000" fill-opacity="0.125490" points="208.5,-106 170.5,-106 170.5,-71 208.5,-71 208.5,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="178.5" y="-87">User</text>
-</a>
-</g>
-</g>
-<!-- User&#45;&gt;lab.ProjectUser -->
-<g class="edge" id="edge6">
-<title>User-&gt;lab.ProjectUser</title>
-<path d="M204.02,-70.8C213.46,-59.95 225.7,-45.87 235.11,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- User&#45;&gt;lab.LabMembership -->
-<g class="edge" id="edge7">
-<title>User-&gt;lab.LabMembership</title>
-<path d="M173.04,-70.8C162.35,-59.95 148.47,-45.87 137.81,-35.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-</g>
-</svg>
\ No newline at end of file
diff --git a/images/subject_diagram_old.svg b/images/subject_diagram_old.svg
deleted file mode 100644
index ecb6c89..0000000
--- a/images/subject_diagram_old.svg
+++ /dev/null
@@ -1,191 +0,0 @@
-<svg height="114pt" viewBox="0.00 0.00 1597.00 114.00" width="1597pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 110)">
-<polygon fill="white" points="-4,4 -4,-110 1593,-110 1593,4 -4,4" stroke="transparent"/>
-<!-- `subject`.`subject__protocol` -->
-<g class="node" id="node1">
-<title>`subject`.`subject__protocol`</title>
-<polygon fill="transparent" points="757.5,-27 617.5,-27 617.5,-8 757.5,-8 757.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="687.5" y="-15">`subject`.`subject__protocol`</text>
-</g>
-<!-- `subject`.`#allele__source` -->
-<g class="node" id="node2">
-<title>`subject`.`#allele__source`</title>
-<polygon fill="transparent" points="1589,-27 1458,-27 1458,-8 1589,-8 1589,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1523.5" y="-15">`subject`.`#allele__source`</text>
-</g>
-<!-- `subject`.`subject__source` -->
-<g class="node" id="node3">
-<title>`subject`.`subject__source`</title>
-<polygon fill="transparent" points="909.5,-27 775.5,-27 775.5,-8 909.5,-8 909.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="842.5" y="-15">`subject`.`subject__source`</text>
-</g>
-<!-- `subject`.`#line__allele` -->
-<g class="node" id="node4">
-<title>`subject`.`#line__allele`</title>
-<polygon fill="transparent" points="1439.5,-27 1323.5,-27 1323.5,-8 1439.5,-8 1439.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1381.5" y="-15">`subject`.`#line__allele`</text>
-</g>
-<!-- `subject`.`subject__strain` -->
-<g class="node" id="node5">
-<title>`subject`.`subject__strain`</title>
-<polygon fill="transparent" points="129,-27 0,-27 0,-8 129,-8 129,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="64.5" y="-15">`subject`.`subject__strain`</text>
-</g>
-<!-- `subject`.`subject__line` -->
-<g class="node" id="node6">
-<title>`subject`.`subject__line`</title>
-<polygon fill="transparent" points="1183.5,-27 1063.5,-27 1063.5,-8 1183.5,-8 1183.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="1123.5" y="-15">`subject`.`subject__line`</text>
-</g>
-<!-- `subject`.`subject__lab` -->
-<g class="node" id="node7">
-<title>`subject`.`subject__lab`</title>
-<polygon fill="transparent" points="1045.5,-27 927.5,-27 927.5,-8 1045.5,-8 1045.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="986.5" y="-15">`subject`.`subject__lab`</text>
-</g>
-<!-- `subject`.`subject__user` -->
-<g class="node" id="node8">
-<title>`subject`.`subject__user`</title>
-<polygon fill="transparent" points="271.5,-27 147.5,-27 147.5,-8 271.5,-8 271.5,-27" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="middle" x="209.5" y="-15">`subject`.`subject__user`</text>
-</g>
-<!-- subject.Subject -->
-<g class="node" id="node9">
-<title>subject.Subject</title>
-<g id="a_node9"><a xlink:title="subject              
------------------------------
sex                  
subject_birth_date   
subject_description=&quot;&quot; 
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="736.5,-106 638.5,-106 638.5,-71 736.5,-71 736.5,-106" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="start" text-decoration="underline" x="646.5" y="-86.4">subject.Subject</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__protocol` -->
-<g class="edge" id="edge4">
-<title>subject.Subject-&gt;`subject`.`subject__protocol`</title>
-<path d="M687.5,-70.8C687.5,-57.08 687.5,-38.19 687.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__source` -->
-<g class="edge" id="edge2">
-<title>subject.Subject-&gt;`subject`.`subject__source`</title>
-<path d="M724.63,-70.97C755.61,-57.18 798.55,-38.06 823.13,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__strain` -->
-<g class="edge" id="edge3">
-<title>subject.Subject-&gt;`subject`.`subject__strain`</title>
-<path d="M638.4,-84.85C542.07,-79.21 321.72,-64.07 138.5,-35 125.37,-32.92 111.08,-29.91 98.59,-27.03" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__line` -->
-<g class="edge" id="edge5">
-<title>subject.Subject-&gt;`subject`.`subject__line`</title>
-<path d="M736.71,-81.93C807.37,-73.6 941.49,-56.55 1054.5,-35 1066.36,-32.74 1079.25,-29.79 1090.64,-27.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__lab` -->
-<g class="edge" id="edge6">
-<title>subject.Subject-&gt;`subject`.`subject__lab`</title>
-<path d="M736.67,-76.54C783.46,-66.06 855.84,-49.72 918.5,-35 929.26,-32.47 940.96,-29.66 951.58,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Subject&#45;&gt;`subject`.`subject__user` -->
-<g class="edge" id="edge1">
-<title>subject.Subject-&gt;`subject`.`subject__user`</title>
-<path d="M638.39,-82.77C561.66,-75.02 408.81,-58.13 280.5,-35 268.29,-32.8 255.03,-29.87 243.3,-27.08" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.SubjectDeath -->
-<g class="node" id="node10">
-<title>subject.SubjectDeath</title>
-<g id="a_node10"><a xlink:title="→ subject.Subject
------------------------------
death_date           
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="421,-35 290,-35 290,0 421,0 421,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="355.5" y="-14.4">subject.SubjectDeath</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->
-<g class="edge" id="edge7">
-<title>subject.Subject-&gt;subject.SubjectDeath</title>
-<path d="M638.19,-77.66C586.41,-67.27 502.67,-50.31 430.5,-35 427.5,-34.36 424.43,-33.71 421.34,-33.04" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.SubjectCullMethod -->
-<g class="node" id="node11">
-<title>subject.SubjectCullMethod</title>
-<g id="a_node11"><a xlink:title="→ subject.Subject
------------------------------
cull_method          
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="599.5,-35 439.5,-35 439.5,0 599.5,0 599.5,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="519.5" y="-14.4">subject.SubjectCullMethod</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->
-<g class="edge" id="edge8">
-<title>subject.Subject-&gt;subject.SubjectCullMethod</title>
-<path d="M647.26,-70.97C620.76,-60.09 586.2,-45.89 559.7,-35.01" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Zygosity -->
-<g class="node" id="node14">
-<title>subject.Zygosity</title>
-<g id="a_node14"><a xlink:title="→ subject.Subject
→ subject.Allele
------------------------------
zygosity             
">
-<polygon fill="#00ff00" fill-opacity="0.188235" points="1305,-35 1202,-35 1202,0 1305,0 1305,-35" stroke="#00ff00" stroke-opacity="0.188235"/>
-<text fill="darkgreen" font-family="arial" font-size="12.00" text-anchor="middle" x="1253.5" y="-14.4">subject.Zygosity</text>
-</a>
-</g>
-</g>
-<!-- subject.Subject&#45;&gt;subject.Zygosity -->
-<g class="edge" id="edge9">
-<title>subject.Subject-&gt;subject.Zygosity</title>
-<path d="M736.62,-85.02C827.34,-79.86 1026.98,-65.78 1192.5,-35 1195.52,-34.44 1198.61,-33.8 1201.72,-33.11" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Strain -->
-<g class="node" id="node12">
-<title>subject.Strain</title>
-<g id="a_node12"><a xlink:title="strain               
------------------------------
strain_standard_name 
strain_desc=&quot;&quot;       
">
-<polygon fill="#000000" fill-opacity="0.125490" points="103,-106 26,-106 26,-71 103,-71 103,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="34" y="-87">subject.Strain</text>
-</a>
-</g>
-</g>
-<!-- subject.Strain&#45;&gt;`subject`.`subject__strain` -->
-<g class="edge" id="edge10">
-<title>subject.Strain-&gt;`subject`.`subject__strain`</title>
-<path d="M64.5,-70.8C64.5,-57.08 64.5,-38.19 64.5,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Allele -->
-<g class="node" id="node13">
-<title>subject.Allele</title>
-<g id="a_node13"><a xlink:title="allele               
------------------------------
allele_standard_name=&quot;&quot; 
">
-<polygon fill="#000000" fill-opacity="0.125490" points="1419,-106 1344,-106 1344,-71 1419,-71 1419,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1352" y="-87">subject.Allele</text>
-</a>
-</g>
-</g>
-<!-- subject.Allele&#45;&gt;`subject`.`#allele__source` -->
-<g class="edge" id="edge12">
-<title>subject.Allele-&gt;`subject`.`#allele__source`</title>
-<path d="M1415.51,-70.97C1443.9,-57.18 1483.24,-38.06 1505.76,-27.12" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="2"/>
-</g>
-<!-- subject.Allele&#45;&gt;`subject`.`#line__allele` -->
-<g class="edge" id="edge11">
-<title>subject.Allele-&gt;`subject`.`#line__allele`</title>
-<path d="M1381.5,-70.8C1381.5,-57.08 1381.5,-38.19 1381.5,-27.27" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Allele&#45;&gt;subject.Zygosity -->
-<g class="edge" id="edge13">
-<title>subject.Allele-&gt;subject.Zygosity</title>
-<path d="M1350.84,-70.97C1330.72,-60.13 1304.51,-46 1284.35,-35.13" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Line -->
-<g class="node" id="node15">
-<title>subject.Line</title>
-<g id="a_node15"><a xlink:title="line                 
------------------------------
line_description=&quot;&quot;  
target_phenotype=&quot;&quot;  
is_active            
">
-<polygon fill="#000000" fill-opacity="0.125490" points="1242,-106 1173,-106 1173,-71 1242,-71 1242,-106" stroke="transparent"/>
-<text font-family="arial" font-size="10.00" text-anchor="start" text-decoration="underline" x="1181" y="-87">subject.Line</text>
-</a>
-</g>
-</g>
-<!-- subject.Line&#45;&gt;`subject`.`#line__allele` -->
-<g class="edge" id="edge14">
-<title>subject.Line-&gt;`subject`.`#line__allele`</title>
-<path d="M1242.29,-73.7C1277.4,-59.78 1330.51,-38.72 1359.94,-27.05" fill="none" stroke="#000000" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-<!-- subject.Line&#45;&gt;`subject`.`subject__line` -->
-<g class="edge" id="edge15">
-<title>subject.Line-&gt;`subject`.`subject__line`</title>
-<path d="M1187.17,-70.8C1170.46,-57.08 1147.46,-38.19 1134.17,-27.27" fill="none" stroke="#000000" stroke-dasharray="5,2" stroke-opacity="0.250980" stroke-width="0.75"/>
-</g>
-</g>
-</svg>
\ No newline at end of file
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index a28e950..09b9682 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -20,8 +20,8 @@ def ingest_general(csvs, tables,
                      # Ignore Extra because some CSVs feed/mult tables
                      ignore_extra_fields=True)
         insert_len = len(table) - prev_len     # report length change
-        print(f'\n---- Inserting {insert_len} entry(s) \
-                into {table.table_name} ----')
+        print(f'\n---- Inserting {insert_len} entry(s) '
+              + f'into {table.table_name} ----')
 
     # Future enhancement: permit embedded lists
     # Currently requires a csv to be listed multiple times

From 20052431aa253eceef3b05c04027c2d0949121d2 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 11 Jan 2022 12:00:06 -0600
Subject: [PATCH 23/46] Removed lab.Project refs to slices, viruses, etc. - see
 details

As discussed in [element-session issue #9](https://github.com/datajoint/element-session/issues/9),
 moving pharmacology, slices, surgery, and virus to session level. Here, removed from
- projects.csv
- ingest.py
- notebooks

2_Explore_Export.ipynb will need more changes after [element-session PR #7](https://github.com/datajoint/element-session/pull/7) is finalized
---
 notebooks/1_Explore_Workflow.ipynb | 939 +++++++++++++----------------
 notebooks/2_Explore_Export.ipynb   |  80 +--
 user_data/lab/projects.csv         |   6 +-
 workflow_session/ingest.py         |   6 +-
 4 files changed, 482 insertions(+), 549 deletions(-)

diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index 0a26d52..57153f2 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "id": "4351c4bb-9763-4d4d-8558-37662adc930e",
    "metadata": {},
    "outputs": [
@@ -36,7 +36,7 @@
        "DataJoint connection (connected) root@localhost:3306"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -59,7 +59,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "868b79bc-f754-4d51-a327-94a209cde374",
    "metadata": {},
    "outputs": [],
@@ -72,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "9c211f0c-16fd-4d51-abf3-d67bbe271c26",
    "metadata": {},
    "outputs": [
@@ -81,17 +81,41 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "---- Insert 2 entry(s) into lab tables ----\n",
+      "---- Inserting 0 entry(s) into #lab ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #location ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #project ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into #project__source_code ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into #project__publication ----\n",
+      "\n",
+      "---- Inserting 3 entry(s) into #project__keywords ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into #protocol_type ----\n",
       "\n",
-      "---- Insert 2 entry(s) into project table ----\n",
+      "---- Inserting 2 entry(s) into #protocol ----\n",
       "\n",
-      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "---- Inserting 2 entry(s) into #user_role ----\n",
       "\n",
-      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "---- Inserting 3 entry(s) into #user ----\n",
       "\n",
-      "---- Insert 2 entry(s) into subject tables ----\n",
+      "---- Inserting 3 entry(s) into #lab_membership ----\n",
       "\n",
-      "---- Insert 2 entry(s) into session.Session ----\n"
+      "---- Inserting 4 entry(s) into project_user ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into subject ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into subject_death ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into subject_cull_method ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into session ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into session_directory ----\n",
+      "\n",
+      "---- Inserting 2 entry(s) into session_note ----\n"
      ]
     }
    ],
@@ -109,7 +133,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "1e7a0a8b-eaf1-41a1-bf08-1aff2f2812be",
    "metadata": {},
    "outputs": [
@@ -183,31 +207,31 @@
        "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div></th><th><div class=\"djtooltip\">\n",
        "                            <p id=\"nonprimary\">time_zone</p>\n",
-       "                            <span class=\"djtooltiptext\">UTC offset suggested e.g., UTC+1</span>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div> </th> </tr> </thead>\n",
        "            <tbody> <tr> <td>LabA</td>\n",
        "<td>The Example Lab</td>\n",
        "<td>Example Uni</td>\n",
-       "<td>221B Baker St,London NW1 6XE,UK</td>\n",
-       "<td>UTC+0</td></tr><tr><td>LabB</td>\n",
+       "<td>'221B Baker St</td>\n",
+       "<td>London NW1 6XE</td></tr><tr><td>LabB</td>\n",
        "<td>The Other Lab</td>\n",
        "<td>Other Uni</td>\n",
-       "<td>Oxford OX1 2JD, United Kingdom</td>\n",
-       "<td>UTC+0</td> </tr> </tbody>\n",
+       "<td>'Oxford OX1 2JD</td>\n",
+       "<td> United Kingdom'</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
        "        <p>Total: 2</p></div>\n",
        "        "
       ],
       "text/plain": [
-       "*lab     lab_name       institution    address        time_zone    \n",
-       "+------+ +------------+ +------------+ +------------+ +-----------+\n",
-       "LabA     The Example La Example Uni    221B Baker St, UTC+0        \n",
-       "LabB     The Other Lab  Other Uni      Oxford OX1 2JD UTC+0        \n",
+       "*lab     lab_name       institution    address        time_zone     \n",
+       "+------+ +------------+ +------------+ +------------+ +------------+\n",
+       "LabA     The Example La Example Uni    '221B Baker St London NW1 6XE\n",
+       "LabB     The Other Lab  Other Uni      'Oxford OX1 2J  United Kingdo\n",
        " (Total: 2)"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -218,289 +242,233 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "63679df4-3064-402b-99ce-2f553dff877b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1245pt\" height=\"114pt\" viewBox=\"0.00 0.00 1245.00 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"889pt\" height=\"114pt\" viewBox=\"0.00 0.00 889.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1241,-110 1241,4 -4,4\"/>\n",
-       "<!-- `neuro_lab`.`#skull_reference` -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 885,-110 885,4 -4,4\"/>\n",
+       "<!-- lab.UserRole -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>`neuro_lab`.`#skull_reference`</title>\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"145,-106 0,-106 0,-71 145,-71 145,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"8\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">`neuro_lab`.`#skull_reference`</text>\n",
-       "</g>\n",
-       "<!-- lab.Project -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
-       "<title>lab.Project</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"project              \r",
-       "------------------------------\r",
-       "project_description=&quot;&quot; \r",
-       "repositoryurl=&quot;&quot;     \r",
-       "repositoryname=&quot;&quot;    \r",
-       "pharmacology=&quot;&quot;      \r",
-       "viruses=&quot;&quot;           \r",
-       "slices=&quot;&quot;            \r",
-       "stimulus=&quot;&quot;          \r",
-       "surgery=&quot;&quot;           \r",
+       "<title>lab.UserRole</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"user_role            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"226,-106 163,-106 163,-71 226,-71 226,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"171\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"174.5,-106 100.5,-106 100.5,-71 174.5,-71 174.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"108.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.ProjectUser -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
-       "<title>lab.ProjectUser</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Project\r",
+       "<!-- lab.LabMembership -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>lab.LabMembership</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ lab.Lab\r",
        "→ lab.User\r",
+       "------------------------------\r",
+       "→ [nullable] lab.UserRole\r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"503,-35 404,-35 404,0 503,0 503,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"453.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"188,-35 87,-35 87,0 188,0 188,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"137.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
+       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
        "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.06,-79.38C265.51,-69.19 335.08,-51.11 394.5,-35 397.58,-34.17 400.75,-33.3 403.94,-32.42\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project.Publication -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>lab.Project.Publication</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ lab.Project\r",
-       "publication=&quot;&quot;       \r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"121.5,-27 7.5,-27 7.5,-8 121.5,-8 121.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"15.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M163.36,-70.97C137.37,-57.18 101.36,-38.06 80.74,-27.12\"/>\n",
+       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M137.5,-70.8C137.5,-59.95 137.5,-45.87 137.5,-35.05\"/>\n",
        "</g>\n",
        "<!-- lab.Project.Keywords -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
+       "<g id=\"node2\" class=\"node\">\n",
        "<title>lab.Project.Keywords</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"→ lab.Project\r",
-       "keyword=&quot;&quot;           \r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"249.5,-27 139.5,-27 139.5,-8 249.5,-8 249.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"147.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M194.5,-70.8C194.5,-57.08 194.5,-38.19 194.5,-27.27\"/>\n",
-       "</g>\n",
-       "<!-- lab.Project.Sourcecode -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>lab.Project.Sourcecode</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ lab.Project\r",
-       "codeurl=&quot;&quot;           \r",
+       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Project\r",
+       "keyword              \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"385.5,-27 267.5,-27 267.5,-8 385.5,-8 385.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"275.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Sourcecode</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"433.5,-27 323.5,-27 323.5,-8 433.5,-8 433.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"331.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Keywords</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Project&#45;&gt;lab.Project.Sourcecode -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>lab.Project-&gt;lab.Project.Sourcecode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M226.12,-70.97C252.51,-57.18 289.07,-38.06 310.01,-27.12\"/>\n",
-       "</g>\n",
-       "<!-- lab.Equipment.EphysEquipment -->\n",
+       "<!-- lab.Project -->\n",
        "<g id=\"node3\" class=\"node\">\n",
-       "<title>lab.Equipment.EphysEquipment</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ lab.Equipment\r",
+       "<title>lab.Project</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"project              \r",
+       "------------------------------\r",
+       "project_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"883.5,-27 727.5,-27 727.5,-8 883.5,-8 883.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"805.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.Equipment.EphysEquipment</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"540,-106 477,-106 477,-71 540,-71 540,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"485\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.ProtocolType -->\n",
-       "<g id=\"node4\" class=\"node\">\n",
-       "<title>lab.ProtocolType</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"protocol_type        \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1156,-106 1067,-106 1067,-71 1156,-71 1156,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1075\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Keywords -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Keywords</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M477.36,-70.97C451.37,-57.18 415.36,-38.06 394.74,-27.12\"/>\n",
        "</g>\n",
-       "<!-- lab.Protocol -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>lab.Protocol</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"protocol             \r",
-       "------------------------------\r",
-       "→ lab.ProtocolType\r",
-       "protocol_description=&quot;&quot; \r",
+       "<!-- lab.ProjectUser -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>lab.ProjectUser</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ lab.Project\r",
+       "→ lab.User\r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1145.5,-35 1077.5,-35 1077.5,0 1145.5,0 1145.5,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"1085.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"305,-35 206,-35 206,0 305,0 305,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"255.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">lab.ProjectUser</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->\n",
-       "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>lab.ProtocolType-&gt;lab.Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1111.5,-70.8C1111.5,-59.95 1111.5,-45.87 1111.5,-35.05\"/>\n",
+       "<!-- lab.Project&#45;&gt;lab.ProjectUser -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.ProjectUser</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M476.89,-79.03C438.48,-68.72 371.69,-50.74 314.5,-35 311.42,-34.15 308.26,-33.28 305.07,-32.39\"/>\n",
        "</g>\n",
-       "<!-- lab.Equipment -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>lab.Equipment</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"scanner              \r",
+       "<!-- lab.Project.Publication -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>lab.Project.Publication</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"→ lab.Project\r",
+       "publication          \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"939.5,-106 845.5,-106 845.5,-71 939.5,-71 939.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"853.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">lab.Equipment</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"565.5,-27 451.5,-27 451.5,-8 565.5,-8 565.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"459.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.Publication</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Equipment&#45;&gt;lab.Equipment.EphysEquipment -->\n",
-       "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>lab.Equipment-&gt;lab.Equipment.EphysEquipment</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M871.44,-70.8C854.14,-57.08 830.32,-38.19 816.55,-27.27\"/>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.Publication -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.Publication</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M508.5,-70.8C508.5,-57.08 508.5,-38.19 508.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- lab.Equipment.CaImgEquipment -->\n",
+       "<!-- lab.Project.SourceCode -->\n",
        "<g id=\"node11\" class=\"node\">\n",
-       "<title>lab.Equipment.CaImgEquipment</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ lab.Equipment\r",
-       "caimg_equip_type     \r",
+       "<title>lab.Project.SourceCode</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ lab.Project\r",
+       "repository_url       \r",
        "------------------------------\r",
-       "caimg_equip_descrip  \r",
-       "excitation_lambda    \r",
-       "emission_lambda      \r",
+       "repository_name=&quot;&quot;   \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1059.5,-27 901.5,-27 901.5,-8 1059.5,-8 1059.5,-27\"/>\n",
-       "<text text-anchor=\"start\" x=\"909.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Equipment.CaImgEquipment</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"703.5,-27 583.5,-27 583.5,-8 703.5,-8 703.5,-27\"/>\n",
+       "<text text-anchor=\"start\" x=\"591.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Project.SourceCode</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Equipment&#45;&gt;lab.Equipment.CaImgEquipment -->\n",
-       "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>lab.Equipment-&gt;lab.Equipment.CaImgEquipment</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M913.8,-70.8C931.3,-57.08 955.39,-38.19 969.32,-27.27\"/>\n",
-       "</g>\n",
-       "<!-- lab.Lab -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>lab.Lab</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"lab                  \r",
-       "------------------------------\r",
-       "lab_name             \r",
-       "institution          \r",
-       "address              \r",
-       "time_zone            \r",
-       "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"686.5,-106 638.5,-106 638.5,-71 686.5,-71 686.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"646.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<!-- lab.Project&#45;&gt;lab.Project.SourceCode -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>lab.Project-&gt;lab.Project.SourceCode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M540.15,-71.32C567.27,-57.46 605.27,-38.04 626.83,-27.02\"/>\n",
        "</g>\n",
        "<!-- lab.Location -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
+       "<g id=\"node6\" class=\"node\">\n",
        "<title>lab.Location</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ lab.Lab\r",
+       "<g id=\"a_node6\"><a xlink:title=\"→ lab.Lab\r",
        "location             \r",
        "------------------------------\r",
        "location_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"709,-35 640,-35 640,0 709,0 709,-35\"/>\n",
-       "<text text-anchor=\"start\" x=\"648\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"69,-35 0,-35 0,0 69,0 69,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"8\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Location</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
-       "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>lab.Lab-&gt;lab.Location</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M665.4,-70.8C667.29,-59.95 669.74,-45.87 671.62,-35.05\"/>\n",
-       "</g>\n",
-       "<!-- lab.LabMembership -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>lab.LabMembership</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ lab.Lab\r",
-       "→ lab.User\r",
+       "<!-- lab.Protocol -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>lab.Protocol</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"protocol             \r",
        "------------------------------\r",
-       "→ [nullable] lab.UserRole\r",
+       "→ lab.ProtocolType\r",
+       "protocol_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"622,-35 521,-35 521,0 622,0 622,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"571.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">lab.LabMembership</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"789.5,-35 721.5,-35 721.5,0 789.5,0 789.5,-35\"/>\n",
+       "<text text-anchor=\"start\" x=\"729.5\" y=\"-16\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M640.47,-70.8C626.16,-59.95 607.59,-45.87 593.33,-35.05\"/>\n",
+       "<!-- lab.Source -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>lab.Source</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"source               \r",
+       "------------------------------\r",
+       "source_name          \r",
+       "contact_details=&quot;&quot;   \r",
+       "source_description=&quot;&quot; \r",
+       "\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"881,-106 818,-106 818,-71 881,-71 881,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"826\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
+       "</a>\n",
+       "</g>\n",
        "</g>\n",
        "<!-- lab.User -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
+       "<g id=\"node9\" class=\"node\">\n",
        "<title>lab.User</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"user                 \r",
+       "<g id=\"a_node9\"><a xlink:title=\"user                 \r",
        "------------------------------\r",
        "user_email=&quot;&quot;        \r",
        "user_cellphone=&quot;&quot;    \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"498,-106 445,-106 445,-71 498,-71 498,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"453\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"264,-106 211,-106 211,-71 264,-71 264,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"219\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.User</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- lab.User&#45;&gt;lab.ProjectUser -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
        "<title>lab.User-&gt;lab.ProjectUser</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M467.14,-70.8C464.31,-59.95 460.64,-45.87 457.82,-35.05\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M241.86,-70.8C244.69,-59.95 248.36,-45.87 251.18,-35.05\"/>\n",
        "</g>\n",
        "<!-- lab.User&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge11\" class=\"edge\">\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
        "<title>lab.User-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M495.45,-70.97C511.17,-60.13 531.65,-46 547.4,-35.13\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M213.55,-70.97C197.83,-60.13 177.35,-46 161.6,-35.13\"/>\n",
        "</g>\n",
-       "<!-- lab.UserRole -->\n",
-       "<g id=\"node16\" class=\"node\">\n",
-       "<title>lab.UserRole</title>\n",
-       "<g id=\"a_node16\"><a xlink:title=\"user_role            \r",
+       "<!-- lab.Lab -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>lab.Lab</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"lab                  \r",
+       "------------------------------\r",
+       "lab_name             \r",
+       "institution          \r",
+       "address              \r",
+       "time_zone            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"608.5,-106 534.5,-106 534.5,-71 608.5,-71 608.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"542.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.UserRole</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"70.5,-106 22.5,-106 22.5,-71 70.5,-71 70.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"30.5\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Lab</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- lab.UserRole&#45;&gt;lab.LabMembership -->\n",
-       "<g id=\"edge12\" class=\"edge\">\n",
-       "<title>lab.UserRole-&gt;lab.LabMembership</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M571.5,-70.8C571.5,-59.95 571.5,-45.87 571.5,-35.05\"/>\n",
+       "<!-- lab.Lab&#45;&gt;lab.LabMembership -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.LabMembership</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M68.53,-70.8C82.84,-59.95 101.41,-45.87 115.67,-35.05\"/>\n",
        "</g>\n",
-       "<!-- lab.Source -->\n",
-       "<g id=\"node17\" class=\"node\">\n",
-       "<title>lab.Source</title>\n",
-       "<g id=\"a_node17\"><a xlink:title=\"source               \r",
-       "------------------------------\r",
-       "source_name          \r",
-       "contact_details=&quot;&quot;   \r",
-       "source_description=&quot;&quot; \r",
+       "<!-- lab.Lab&#45;&gt;lab.Location -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>lab.Lab-&gt;lab.Location</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M43.6,-70.8C41.71,-59.95 39.26,-45.87 37.38,-35.05\"/>\n",
+       "</g>\n",
+       "<!-- lab.ProtocolType -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>lab.ProtocolType</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"protocol_type        \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1237,-106 1174,-106 1174,-71 1237,-71 1237,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1182\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.Source</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"800,-106 711,-106 711,-71 800,-71 800,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"719\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">lab.ProtocolType</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
+       "<!-- lab.ProtocolType&#45;&gt;lab.Protocol -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>lab.ProtocolType-&gt;lab.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M755.5,-70.8C755.5,-59.95 755.5,-45.87 755.5,-35.05\"/>\n",
+       "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fa440f8b9d0>"
+       "<datajoint.diagram.Diagram at 0x7fe23f88aa60>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -511,7 +479,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "8cf0f64b-e523-4a94-9a43-fca4ed793f82",
    "metadata": {},
    "outputs": [
@@ -584,51 +552,27 @@
        "                            <p id=\"nonprimary\">subject_description</p>\n",
        "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>subject1</td>\n",
-       "<td>M</td>\n",
-       "<td>2020-12-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject2</td>\n",
+       "            <tbody> <tr> <td>subject5</td>\n",
        "<td>F</td>\n",
-       "<td>2020-11-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject3</td>\n",
-       "<td>F</td>\n",
-       "<td>2020-12-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject4</td>\n",
-       "<td>M</td>\n",
-       "<td>2021-02-12</td>\n",
-       "<td>test animal</td></tr><tr><td>subject5</td>\n",
-       "<td>F</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>rich</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
-       "<td>U</td>\n",
-       "<td>2020-08-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject8</td>\n",
-       "<td>F</td>\n",
-       "<td>2020-09-30</td>\n",
-       "<td>test animal</td> </tr> </tbody>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>manuel</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 8</p></div>\n",
+       "        <p>Total: 2</p></div>\n",
        "        "
       ],
       "text/plain": [
        "*subject     sex     subject_birth_ subject_descri\n",
        "+----------+ +-----+ +------------+ +------------+\n",
-       "subject1     M       2020-12-30     test animal   \n",
-       "subject2     F       2020-11-30     test animal   \n",
-       "subject3     F       2020-12-30     test animal   \n",
-       "subject4     M       2021-02-12     test animal   \n",
-       "subject5     F       2020-01-03     lmash_E105    \n",
-       "subject6     M       2020-01-03     hneih_E105    \n",
-       "subject7     U       2020-08-30     test animal   \n",
-       "subject8     F       2020-09-30     test animal   \n",
-       " (Total: 8)"
+       "subject5     F       2020-01-01     rich          \n",
+       "subject6     M       2020-01-01     manuel        \n",
+       " (Total: 2)"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -639,196 +583,181 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "75576be2-2984-451f-a86b-f05f9ddec6b7",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "image/svg+xml": [
-       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1460pt\" height=\"114pt\" viewBox=\"0.00 0.00 1460.00 114.00\">\n",
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1461pt\" height=\"114pt\" viewBox=\"0.00 0.00 1461.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1456,-110 1456,4 -4,4\"/>\n",
-       "<!-- subject.Allele -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 1457,-110 1457,4 -4,4\"/>\n",
+       "<!-- subject.Subject.Strain -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>subject.Allele</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"allele               \r",
+       "<title>subject.Subject.Strain</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "allele_standard_name=&quot;&quot; \r",
+       "→ subject.Strain\r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"92,-106 17,-106 17,-71 92,-71 92,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"25\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"113,-27 0,-27 0,-8 113,-8 113,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"56.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Zygosity -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
-       "<title>subject.Zygosity</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Subject\r",
-       "→ subject.Allele\r",
+       "<!-- subject.Strain -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>subject.Strain</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"strain               \r",
        "------------------------------\r",
-       "zygosity             \r",
+       "strain_standard_name \r",
+       "strain_desc=&quot;&quot;       \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"345,-35 242,-35 242,0 345,0 345,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"293.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"95,-106 18,-106 18,-71 95,-71 95,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"26\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->\n",
        "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M92.11,-76.64C132.46,-64.99 196.83,-46.41 241.91,-33.4\"/>\n",
-       "</g>\n",
-       "<!-- subject.Allele.Source -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>subject.Allele.Source</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ subject.Allele\r",
-       "------------------------------\r",
-       "→ lab.Source\r",
-       "source_identifier=&quot;&quot; \r",
-       "source_url=&quot;&quot;        \r",
-       "expression_data_url=&quot;&quot; \r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"109,-27 0,-27 0,-8 109,-8 109,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"54.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M54.5,-70.8C54.5,-57.08 54.5,-38.19 54.5,-27.27\"/>\n",
+       "<title>subject.Strain-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M56.5,-70.8C56.5,-57.08 56.5,-38.19 56.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- subject.Line.Allele -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>subject.Line.Allele</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Line\r",
-       "→ subject.Allele\r",
+       "<!-- subject.Subject.Protocol -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>subject.Subject.Protocol</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Protocol\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"223.5,-27 127.5,-27 127.5,-8 223.5,-8 223.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"175.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"709,-27 586,-27 586,-8 709,-8 709,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"647.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M83.48,-70.97C107.67,-57.18 141.19,-38.06 160.38,-27.12\"/>\n",
-       "</g>\n",
        "<!-- subject.Subject.Line -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
+       "<g id=\"node4\" class=\"node\">\n",
        "<title>subject.Subject.Line</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ subject.Subject\r",
+       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
        "→ subject.Line\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"468,-27 363,-27 363,-8 468,-8 468,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"415.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1090,-27 985,-27 985,-8 1090,-8 1090,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject.User -->\n",
-       "<g id=\"node4\" class=\"node\">\n",
-       "<title>subject.Subject.User</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.User\r",
+       "<!-- subject.Line.Allele -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>subject.Line.Allele</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ subject.Line\r",
+       "→ subject.Allele\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1030.5,-27 922.5,-27 922.5,-8 1030.5,-8 1030.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"976.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1325.5,-27 1229.5,-27 1229.5,-8 1325.5,-8 1325.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1277.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Line.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Strain -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>subject.Strain</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"strain               \r",
+       "<!-- subject.Allele -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>subject.Allele</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"allele               \r",
        "------------------------------\r",
-       "strain_standard_name \r",
-       "strain_desc=&quot;&quot;       \r",
+       "allele_standard_name=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1434,-106 1357,-106 1357,-71 1434,-71 1434,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"1365\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Strain</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1436,-106 1361,-106 1361,-71 1436,-71 1436,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1369\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Allele</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject.Strain -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
-       "<title>subject.Subject.Strain</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
+       "<!-- subject.Allele&#45;&gt;subject.Line.Allele -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Line.Allele</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1369.52,-70.97C1345.33,-57.18 1311.81,-38.06 1292.62,-27.12\"/>\n",
+       "</g>\n",
+       "<!-- subject.Allele.Source -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>subject.Allele.Source</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Allele\r",
        "------------------------------\r",
-       "→ subject.Strain\r",
+       "→ lab.Source\r",
+       "source_identifier=&quot;&quot; \r",
+       "source_url=&quot;&quot;        \r",
+       "expression_data_url=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1452,-27 1339,-27 1339,-8 1452,-8 1452,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1395.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Strain</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1453,-27 1344,-27 1344,-8 1453,-8 1453,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1398.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Allele.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Strain&#45;&gt;subject.Subject.Strain -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>subject.Strain-&gt;subject.Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1395.5,-70.8C1395.5,-57.08 1395.5,-38.19 1395.5,-27.27\"/>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Allele.Source -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Allele.Source</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M1398.5,-70.8C1398.5,-57.08 1398.5,-38.19 1398.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- subject.SubjectDeath -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
-       "<title>subject.SubjectDeath</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Subject\r",
+       "<!-- subject.Zygosity -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>subject.Zygosity</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"→ subject.Subject\r",
+       "→ subject.Allele\r",
        "------------------------------\r",
-       "death_date           \r",
+       "zygosity             \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1180,-35 1049,-35 1049,0 1180,0 1180,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1114.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"1211,-35 1108,-35 1108,0 1211,0 1211,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.Zygosity</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject.Protocol -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>subject.Subject.Protocol</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.Protocol\r",
-       "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"1321,-27 1198,-27 1198,-8 1321,-8 1321,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"1259.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Protocol</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<!-- subject.Allele&#45;&gt;subject.Zygosity -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>subject.Allele-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1360.89,-76.64C1320.54,-64.99 1256.17,-46.41 1211.09,-33.4\"/>\n",
        "</g>\n",
        "<!-- subject.Subject -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
+       "<g id=\"node7\" class=\"node\">\n",
        "<title>subject.Subject</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"subject              \r",
+       "<g id=\"a_node7\"><a xlink:title=\"subject              \r",
        "------------------------------\r",
        "sex                  \r",
        "subject_birth_date   \r",
        "subject_description=&quot;&quot; \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"901.5,-106 803.5,-106 803.5,-71 901.5,-71 901.5,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"811.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"696.5,-106 598.5,-106 598.5,-71 696.5,-71 696.5,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"606.5\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
        "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.34,-82.54C731.37,-74.84 593.32,-58.43 477.5,-35 466.69,-32.81 454.97,-29.85 444.66,-27.04\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M598.32,-84.97C504.99,-79.65 295.99,-65.2 122.5,-35 110.75,-32.95 98,-29.95 86.86,-27.07\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
        "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M803.24,-84.99C713.26,-79.82 516.56,-65.79 353.5,-35 350.74,-34.48 347.92,-33.89 345.09,-33.26\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M647.5,-70.8C647.5,-57.08 647.5,-38.19 647.5,-27.27\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M882.2,-70.97C906.99,-57.18 941.34,-38.06 961.01,-27.12\"/>\n",
+       "<title>subject.Subject-&gt;subject.Subject.Line</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M696.69,-81.21C761.09,-72.62 877.35,-55.86 975.5,-35 986.18,-32.73 997.77,-29.78 1008,-27\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
-       "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.78,-74.52C944.17,-63.36 1005.58,-47.18 1051.53,-35.08\"/>\n",
+       "<!-- subject.Subject.Lab -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>subject.Subject.Lab</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.Lab\r",
+       "------------------------------\r",
+       "subject_alias=&quot;&quot;     \r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"830,-27 727,-27 727,-8 830,-8 830,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"778.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Protocol -->\n",
-       "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Protocol</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M901.54,-81.07C967.32,-72.16 1087.66,-54.91 1189.5,-35 1201.26,-32.7 1214.05,-29.81 1225.43,-27.08\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M678.88,-70.97C705.07,-57.18 741.36,-38.06 762.13,-27.12\"/>\n",
        "</g>\n",
        "<!-- subject.Subject.Source -->\n",
        "<g id=\"node10\" class=\"node\">\n",
@@ -837,88 +766,104 @@
        "------------------------------\r",
        "→ lab.Source\r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"604.5,-27 486.5,-27 486.5,-8 604.5,-8 604.5,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"545.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"966.5,-27 848.5,-27 848.5,-8 966.5,-8 966.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"907.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Source</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Subject&#45;&gt;subject.Subject.Source -->\n",
-       "<g id=\"edge10\" class=\"edge\">\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
        "<title>subject.Subject-&gt;subject.Subject.Source</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M803.45,-77.05C755.09,-66.68 679.11,-50.16 613.5,-35 602.61,-32.48 590.77,-29.64 580.06,-27.04\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M696.71,-74.44C749.12,-60.53 830.56,-38.92 875.32,-27.04\"/>\n",
        "</g>\n",
-       "<!-- subject.SubjectCullMethod -->\n",
+       "<!-- subject.Subject.User -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>subject.Subject.User</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"→ subject.Subject\r",
+       "→ lab.User\r",
+       "\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"239.5,-27 131.5,-27 131.5,-8 239.5,-8 239.5,-27\"/>\n",
+       "<text text-anchor=\"middle\" x=\"185.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.User</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Subject.User -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.Subject.User</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M598.35,-83.04C522.72,-75.72 373.46,-59.48 248.5,-35 237.52,-32.85 225.61,-29.89 215.13,-27.08\"/>\n",
+       "</g>\n",
+       "<!-- subject.SubjectDeath -->\n",
        "<g id=\"node12\" class=\"node\">\n",
-       "<title>subject.SubjectCullMethod</title>\n",
+       "<title>subject.SubjectDeath</title>\n",
        "<g id=\"a_node12\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "cull_method          \r",
+       "death_date           \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"782.5,-35 622.5,-35 622.5,0 782.5,0 782.5,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"389,-35 258,-35 258,0 389,0 389,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"323.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectDeath</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectDeath -->\n",
        "<g id=\"edge11\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M816.57,-70.97C792.91,-60.09 762.05,-45.89 738.4,-35.01\"/>\n",
-       "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Strain -->\n",
-       "<g id=\"edge12\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Strain</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M901.68,-84.37C988.69,-78.32 1175.23,-63.09 1330.5,-35 1342.07,-32.91 1354.63,-29.9 1365.6,-27.02\"/>\n",
+       "<title>subject.Subject-&gt;subject.SubjectDeath</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M598.34,-77.27C548.09,-66.78 467.82,-49.93 398.5,-35 395.5,-34.35 392.44,-33.69 389.34,-33.02\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject.Lab -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>subject.Subject.Lab</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ subject.Subject\r",
-       "→ lab.Lab\r",
+       "<!-- subject.SubjectCullMethod -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>subject.SubjectCullMethod</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ subject.Subject\r",
        "------------------------------\r",
-       "subject_alias=&quot;&quot;     \r",
+       "cull_method          \r",
        "\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"904,-27 801,-27 801,-8 904,-8 904,-27\"/>\n",
-       "<text text-anchor=\"middle\" x=\"852.5\" y=\"-15\" font-family=\"arial\" font-size=\"10.00\">subject.Subject.Lab</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"567.5,-35 407.5,-35 407.5,0 567.5,0 567.5,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"487.5\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">subject.SubjectCullMethod</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;subject.Subject.Lab -->\n",
+       "<!-- subject.Subject&#45;&gt;subject.SubjectCullMethod -->\n",
+       "<g id=\"edge12\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;subject.SubjectCullMethod</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M609.18,-70.97C583.94,-60.09 551.02,-45.89 525.79,-35.01\"/>\n",
+       "</g>\n",
+       "<!-- subject.Subject&#45;&gt;subject.Zygosity -->\n",
        "<g id=\"edge13\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;subject.Subject.Lab</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M852.5,-70.8C852.5,-57.08 852.5,-38.19 852.5,-27.27\"/>\n",
+       "<title>subject.Subject-&gt;subject.Zygosity</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M696.58,-84.18C779.82,-78.02 953.75,-62.84 1098.5,-35 1101.52,-34.42 1104.6,-33.77 1107.71,-33.07\"/>\n",
        "</g>\n",
        "<!-- subject.Line -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
+       "<g id=\"node8\" class=\"node\">\n",
        "<title>subject.Line</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"line                 \r",
+       "<g id=\"a_node8\"><a xlink:title=\"line                 \r",
        "------------------------------\r",
+       "species=&quot;&quot;           \r",
        "line_description=&quot;&quot;  \r",
        "target_phenotype=&quot;&quot;  \r",
        "is_active            \r",
        "\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"210,-106 141,-106 141,-71 210,-71 210,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"149\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"1312,-106 1243,-106 1243,-71 1312,-71 1312,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"1251\" y=\"-87\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">subject.Line</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- subject.Line&#45;&gt;subject.Subject.Line -->\n",
        "<g id=\"edge14\" class=\"edge\">\n",
        "<title>subject.Line-&gt;subject.Subject.Line</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M210.14,-77.54C257.39,-63.96 341.25,-39.85 385.79,-27.04\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M1242.86,-77.54C1195.61,-63.96 1111.75,-39.85 1067.21,-27.04\"/>\n",
        "</g>\n",
        "<!-- subject.Line&#45;&gt;subject.Line.Allele -->\n",
        "<g id=\"edge15\" class=\"edge\">\n",
        "<title>subject.Line-&gt;subject.Line.Allele</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M175.5,-70.8C175.5,-57.08 175.5,-38.19 175.5,-27.27\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M1277.5,-70.8C1277.5,-57.08 1277.5,-38.19 1277.5,-27.27\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fa4441df9a0>"
+       "<datajoint.diagram.Diagram at 0x7fe23fd8ef10>"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -929,7 +874,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "5243a782-93da-40fa-b243-03ddcb230c1d",
    "metadata": {},
    "outputs": [
@@ -996,27 +941,23 @@
        "                            <p id=\"primary\">session_datetime</p>\n",
        "                            <span class=\"djtooltiptext\"></span>\n",
        "                        </div> </th> </tr> </thead>\n",
-       "            <tbody> <tr> <td>subject3</td>\n",
-       "<td>2021-04-30 12:22:15.032000</td></tr><tr><td>subject5</td>\n",
+       "            <tbody> <tr> <td>subject5</td>\n",
        "<td>2020-04-15 11:16:38</td></tr><tr><td>subject6</td>\n",
-       "<td>2021-01-15 11:16:38</td></tr><tr><td>subject6</td>\n",
        "<td>2021-06-02 14:04:22</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 4</p></div>\n",
+       "        <p>Total: 2</p></div>\n",
        "        "
       ],
       "text/plain": [
        "*subject     *session_datet\n",
        "+----------+ +------------+\n",
-       "subject3     2021-04-30 12:\n",
        "subject5     2020-04-15 11:\n",
-       "subject6     2021-01-15 11:\n",
        "subject6     2021-06-02 14:\n",
-       " (Total: 4)"
+       " (Total: 2)"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1027,7 +968,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "7e48d7c0-b7bd-4f0b-abcb-1aedc69d5310",
    "metadata": {},
    "outputs": [
@@ -1037,21 +978,10 @@
        "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"662pt\" height=\"114pt\" viewBox=\"0.00 0.00 662.00 114.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 110)\">\n",
        "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-110 658,-110 658,4 -4,4\"/>\n",
-       "<!-- session.Session -->\n",
-       "<g id=\"node1\" class=\"node\">\n",
-       "<title>session.Session</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ subject.Subject\r",
-       "session_datetime     \r",
-       "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"379,-106 275,-106 275,-71 379,-71 379,-106\"/>\n",
-       "<text text-anchor=\"start\" x=\"283\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
-       "</a>\n",
-       "</g>\n",
-       "</g>\n",
        "<!-- session.ProjectSession -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
+       "<g id=\"node1\" class=\"node\">\n",
        "<title>session.ProjectSession</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ lab.Project\r",
+       "<g id=\"a_node1\"><a xlink:title=\"→ lab.Project\r",
        "→ session.Session\r",
        "\">\n",
        "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"142,-35 0,-35 0,0 142,0 142,-35\"/>\n",
@@ -1059,69 +989,80 @@
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.ProjectSession</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M274.89,-73.45C233.66,-62.34 176,-46.8 132.51,-35.08\"/>\n",
+       "<!-- session.SessionExperimenter -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>session.SessionExperimenter</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ session.Session\r",
+       "→ lab.User\r",
+       "\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"336,-35 160,-35 160,0 336,0 336,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"248\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- session.SessionDirectory -->\n",
+       "</g>\n",
+       "<!-- session.Session -->\n",
        "<g id=\"node3\" class=\"node\">\n",
-       "<title>session.SessionDirectory</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ session.Session\r",
-       "------------------------------\r",
-       "session_dir          \r",
+       "<title>session.Session</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ subject.Subject\r",
+       "session_datetime     \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"312,-35 160,-35 160,0 312,0 312,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"236\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"385,-106 281,-106 281,-71 385,-71 385,-106\"/>\n",
+       "<text text-anchor=\"start\" x=\"289\" y=\"-86.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
+       "<!-- session.Session&#45;&gt;session.ProjectSession -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>session.Session-&gt;session.ProjectSession</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M280.92,-73.79C238.69,-62.66 179.01,-46.95 134.07,-35.11\"/>\n",
+       "</g>\n",
+       "<!-- session.Session&#45;&gt;session.SessionExperimenter -->\n",
        "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M304.97,-70.8C290.66,-59.95 272.09,-45.87 257.83,-35.05\"/>\n",
+       "<title>session.Session-&gt;session.SessionExperimenter</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M312.42,-70.8C299.06,-59.95 281.71,-45.87 268.39,-35.05\"/>\n",
        "</g>\n",
-       "<!-- session.SessionExperimenter -->\n",
+       "<!-- session.SessionNote -->\n",
        "<g id=\"node4\" class=\"node\">\n",
-       "<title>session.SessionExperimenter</title>\n",
+       "<title>session.SessionNote</title>\n",
        "<g id=\"a_node4\"><a xlink:title=\"→ session.Session\r",
-       "→ lab.User\r",
+       "------------------------------\r",
+       "session_note         \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"506,-35 330,-35 330,0 506,0 506,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"418\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionExperimenter</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"484,-35 354,-35 354,0 484,0 484,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"419\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.SessionExperimenter -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
        "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.SessionExperimenter</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M349.03,-70.8C363.34,-59.95 381.91,-45.87 396.17,-35.05\"/>\n",
+       "<title>session.Session-&gt;session.SessionNote</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M353.82,-70.8C367.34,-59.95 384.89,-45.87 398.37,-35.05\"/>\n",
        "</g>\n",
-       "<!-- session.SessionNote -->\n",
+       "<!-- session.SessionDirectory -->\n",
        "<g id=\"node5\" class=\"node\">\n",
-       "<title>session.SessionNote</title>\n",
+       "<title>session.SessionDirectory</title>\n",
        "<g id=\"a_node5\"><a xlink:title=\"→ session.Session\r",
        "------------------------------\r",
-       "session_note         \r",
+       "session_dir          \r",
        "\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"654,-35 524,-35 524,0 654,0 654,-35\"/>\n",
-       "<text text-anchor=\"middle\" x=\"589\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionNote</text>\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"654,-35 502,-35 502,0 654,0 654,-35\"/>\n",
+       "<text text-anchor=\"middle\" x=\"578\" y=\"-14.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">session.SessionDirectory</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;session.SessionNote -->\n",
+       "<!-- session.Session&#45;&gt;session.SessionDirectory -->\n",
        "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>session.Session-&gt;session.SessionNote</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M379.08,-73.79C421.31,-62.66 480.99,-46.95 525.93,-35.11\"/>\n",
+       "<title>session.Session-&gt;session.SessionDirectory</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M385.26,-72.78C424.61,-61.7 478.56,-46.5 519.38,-35.01\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fa44434ba90>"
+       "<datajoint.diagram.Diagram at 0x7fe23fcdcfd0>"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1140,7 +1081,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "1984077d-a9f2-4b17-8034-ee2af8f105f4",
    "metadata": {},
    "outputs": [],
@@ -1158,7 +1099,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "9c0821e1-9125-4c41-bc9c-567f53d0a5e5",
    "metadata": {},
    "outputs": [
@@ -1167,7 +1108,7 @@
      "output_type": "stream",
      "text": [
       "# Animal Subject\n",
-      "subject              : varchar(32)                  \n",
+      "subject              : varchar(8)                   \n",
       "---\n",
       "sex                  : enum('M','F','U')            \n",
       "subject_birth_date   : date                         \n",
@@ -1178,10 +1119,10 @@
     {
      "data": {
       "text/plain": [
-       "'# Animal Subject\\nsubject              : varchar(32)                  \\n---\\nsex                  : enum(\\'M\\',\\'F\\',\\'U\\')            \\nsubject_birth_date   : date                         \\nsubject_description=\"\" : varchar(1024)                \\n'"
+       "'# Animal Subject\\nsubject              : varchar(8)                   \\n---\\nsex                  : enum(\\'M\\',\\'F\\',\\'U\\')            \\nsubject_birth_date   : date                         \\nsubject_description=\"\" : varchar(1024)                \\n'"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1193,7 +1134,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "504d55ed-25bd-4bb1-bce9-c516bd3595df",
    "metadata": {},
    "outputs": [
@@ -1204,17 +1145,17 @@
       "-> subject.Subject\n",
       "-> subject.Allele\n",
       "---\n",
-      "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\n",
+      "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') \n",
       "\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "\"-> subject.Subject\\n-> subject.Allele\\n---\\nzygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity\\n\""
+       "\"-> subject.Subject\\n-> subject.Allele\\n---\\nzygosity             : enum('Present','Absent','Homozygous','Heterozygous') \\n\""
       ]
      },
-     "execution_count": 13,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1226,7 +1167,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "1edded31-bdef-42fb-8f58-b42b9b186cf1",
    "metadata": {},
    "outputs": [
@@ -1234,13 +1175,13 @@
      "data": {
       "text/plain": [
        "# \n",
-       "subject              : varchar(32)                  # \n",
+       "subject              : varchar(8)                   # \n",
        "allele               : varchar(32)                  # abbreviated allele name\n",
        "---\n",
-       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # zygosity"
+       "zygosity             : enum('Present','Absent','Homozygous','Heterozygous') # "
       ]
      },
-     "execution_count": 14,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1269,7 +1210,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "d5b43904-9711-4bce-8ae5-d0d797118dec",
    "metadata": {},
    "outputs": [],
@@ -1291,7 +1232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "9bf2c953-7b4c-4a70-99fd-124a4d28171b",
    "metadata": {},
    "outputs": [
@@ -1370,28 +1311,16 @@
        "<td>test animal</td></tr><tr><td>subject2</td>\n",
        "<td>F</td>\n",
        "<td>2020-11-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject3</td>\n",
-       "<td>F</td>\n",
-       "<td>2020-12-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject4</td>\n",
-       "<td>M</td>\n",
-       "<td>2021-02-12</td>\n",
        "<td>test animal</td></tr><tr><td>subject5</td>\n",
        "<td>F</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>rich</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
-       "<td>U</td>\n",
-       "<td>2020-08-30</td>\n",
-       "<td>test animal</td></tr><tr><td>subject8</td>\n",
-       "<td>F</td>\n",
-       "<td>2020-09-30</td>\n",
-       "<td>test animal</td> </tr> </tbody>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>manuel</td> </tr> </tbody>\n",
        "        </table>\n",
        "        \n",
-       "        <p>Total: 8</p></div>\n",
+       "        <p>Total: 4</p></div>\n",
        "        "
       ],
       "text/plain": [
@@ -1399,16 +1328,12 @@
        "+----------+ +-----+ +------------+ +------------+\n",
        "subject1     M       2020-12-30     test animal   \n",
        "subject2     F       2020-11-30     test animal   \n",
-       "subject3     F       2020-12-30     test animal   \n",
-       "subject4     M       2021-02-12     test animal   \n",
-       "subject5     F       2020-01-03     lmash_E105    \n",
-       "subject6     M       2020-01-03     hneih_E105    \n",
-       "subject7     U       2020-08-30     test animal   \n",
-       "subject8     F       2020-09-30     test animal   \n",
-       " (Total: 8)"
+       "subject5     F       2020-01-01     rich          \n",
+       "subject6     M       2020-01-01     manuel        \n",
+       " (Total: 4)"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1419,7 +1344,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "id": "7a10ddab-d0fd-45a0-8183-09c1b1933e0a",
    "metadata": {},
    "outputs": [],
@@ -1442,7 +1367,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "id": "064ddaae-3410-47fc-be22-671d2afe7fb6",
    "metadata": {},
    "outputs": [
@@ -1529,11 +1454,11 @@
        "<td>2021-02-12</td>\n",
        "<td>test animal</td></tr><tr><td>subject5</td>\n",
        "<td>F</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>lmash_E105</td></tr><tr><td>subject6</td>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>rich</td></tr><tr><td>subject6</td>\n",
        "<td>M</td>\n",
-       "<td>2020-01-03</td>\n",
-       "<td>hneih_E105</td></tr><tr><td>subject7</td>\n",
+       "<td>2020-01-01</td>\n",
+       "<td>manuel</td></tr><tr><td>subject7</td>\n",
        "<td>U</td>\n",
        "<td>2020-08-30</td>\n",
        "<td>test animal</td></tr><tr><td>subject8</td>\n",
@@ -1552,14 +1477,14 @@
        "subject2     F       2020-11-30     test animal   \n",
        "subject3     F       2020-12-30     test animal   \n",
        "subject4     M       2021-02-12     test animal   \n",
-       "subject5     F       2020-01-03     lmash_E105    \n",
-       "subject6     M       2020-01-03     hneih_E105    \n",
+       "subject5     F       2020-01-01     rich          \n",
+       "subject6     M       2020-01-01     manuel        \n",
        "subject7     U       2020-08-30     test animal   \n",
        "subject8     F       2020-09-30     test animal   \n",
        " (Total: 8)"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1614,4 +1539,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
\ No newline at end of file
+}
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index bc54ae6..6c2b5e3 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -39,17 +39,41 @@
      "text": [
       "Connecting root@localhost:3306\n",
       "\n",
-      "---- Insert 2 entry(s) into lab tables ----\n",
+      "---- Inserting 0 entry(s) into #lab ----\n",
       "\n",
-      "---- Insert 2 entry(s) into project table ----\n",
+      "---- Inserting 0 entry(s) into #location ----\n",
       "\n",
-      "---- Insert entry(s) into publication/keyword tables ----\n",
+      "---- Inserting 0 entry(s) into #project ----\n",
       "\n",
-      "---- Insert 2 entry(s) into protocol tables ----\n",
+      "---- Inserting 0 entry(s) into #project__source_code ----\n",
       "\n",
-      "---- Insert 2 entry(s) into subject tables ----\n",
+      "---- Inserting 0 entry(s) into #project__publication ----\n",
       "\n",
-      "---- Insert 2 entry(s) into session.Session ----\n"
+      "---- Inserting 0 entry(s) into #project__keywords ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #protocol_type ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #protocol ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #user_role ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #user ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into #lab_membership ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into project_user ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into subject ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into subject_death ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into subject_cull_method ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into session ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into session_directory ----\n",
+      "\n",
+      "---- Inserting 0 entry(s) into session_note ----\n"
      ]
     }
    ],
@@ -91,55 +115,37 @@
     "Get export from element-session, then export with keys from prev step."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from element_session.export import session_to_nwb"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 13,
-   "id": "fdc6d3c7-8f4d-41c8-af6f-5c63ab68e316",
+   "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
    "metadata": {},
    "outputs": [
     {
-     "ename": "DataJointError",
-     "evalue": "fetch1 requires exactly one tuple in the input set.",
+     "ename": "AttributeError",
+     "evalue": "module 'element_session.export.nwb' has no attribute 'activate'",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mDataJointError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_1373/2627209259.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubject\u001b[0m\u001b[0;34m&\u001b[0m\u001b[0;34m\"subject!='subject5'\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch1\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/datajoint/fetch.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, squeeze, download_path, *attrs)\u001b[0m\n\u001b[1;32m    246\u001b[0m             \u001b[0mret\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    247\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mret\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetchone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 248\u001b[0;31m                 \u001b[0;32mraise\u001b[0m \u001b[0mDataJointError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'fetch1 requires exactly one tuple in the input set.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    249\u001b[0m             ret = dict((name, _get(self._expression.connection, heading[name], ret[name],\n\u001b[1;32m    250\u001b[0m                                    squeeze=squeeze, download_path=download_path))\n",
-      "\u001b[0;31mDataJointError\u001b[0m: fetch1 requires exactly one tuple in the input set."
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_13855/3549832774.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0melement_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexport\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnwb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mnwb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mactivate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'workflow_session.pipeline'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mhelp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexport\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msession_to_nwb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: module 'element_session.export.nwb' has no attribute 'activate'"
      ]
     }
    ],
    "source": [
-    "(subject.Subject&\"subject!='subject5'\").fetch1()"
+    "# pending further revisions\n",
+    "from element_session.export.nwb session_to_nwb"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "id": "e76fa25d-700b-4f9a-9bb4-62d2217288b6",
+   "execution_count": 7,
+   "id": "fdc6d3c7-8f4d-41c8-af6f-5c63ab68e316",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
-      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
+    "session_key=(session.Session&\"subject='subject5'\").fetch1()\n",
     "mynwbfile=session_to_nwb(session_key)"
    ]
   },
@@ -301,4 +307,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
\ No newline at end of file
+}
diff --git a/user_data/lab/projects.csv b/user_data/lab/projects.csv
index 27a01c6..1879c1c 100644
--- a/user_data/lab/projects.csv
+++ b/user_data/lab/projects.csv
@@ -1,3 +1,3 @@
-project,project_description,repositoryurl,repositoryname,pharmacology,viruses,slices,stimulus,surgery,codeurl
-ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,Subjects were administered 10ul sedative prior to surgery,Exemplarvirus administered 10d before experimental session,,videos generated programmatically see repository,Craniotomy performed by session experimenter,https://github.com/datajoint/element-lab/tree/main/element_lab
-ProjB,Other example project to populate element-lab,https://github.com/datajoint/element-session/,element-session,,Exemplarvirus administered 8d study,,,,https://github.com/datajoint/element-session/tree/main/element_session
+project,project_description,repository_url,repository_name,codeurl
+ProjA,Example project to populate element-lab,https://github.com/datajoint/element-lab/,element-lab,https://github.com/datajoint/element-lab/tree/main/element_lab
+ProjB,Other example project to populate element-lab,https://github.com/datajoint/element-session/,element-session,https://github.com/datajoint/element-session/tree/main/element_session
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 09b9682..48c61ee 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -50,12 +50,14 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
 
     # List with repeats for when mult dj.tables fed by same CSV
     csvs = [lab_csv_path, lab_csv_path,
-            project_csv_path, publication_csv_path, keyword_csv_path,
+            project_csv_path, project_csv_path,
+            publication_csv_path, keyword_csv_path,
             protocol_csv_path, protocol_csv_path,
             users_csv_path, users_csv_path, users_csv_path,
             project_user_csv_path]
     tables = [lab.Lab(), lab.Location(),
-              lab.Project(), lab.Project.Publication(), lab.Project.Keywords(),
+              lab.Project(), lab.Project.SourceCode(),
+              lab.Project.Publication(), lab.Project.Keywords(),
               lab.ProtocolType(), lab.Protocol(),
               lab.UserRole(), lab.User(), lab.LabMembership(),
               lab.ProjectUser()]

From 2ac483aa554c86a0892ef4001efbfcbf88e205c6 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 11 Jan 2022 12:21:33 -0600
Subject: [PATCH 24/46] Removed lab.Project refs to slices, etc. from
 integration test

---
 tests/__init__.py | 22 +++++++---------------
 1 file changed, 7 insertions(+), 15 deletions(-)

diff --git a/tests/__init__.py b/tests/__init__.py
index 00da41e..0332dfc 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -88,24 +88,16 @@ def lab_csv():
 @pytest.fixture
 def lab_project_csv():
     """ Create a 'projects.csv' file"""
-    lab_project_content = ["project,project_description,repositoryurl,"
-                           + "repositoryname,pharmacology,viruses,slices,"
-                           + "stimulus,surgery,codeurl",
+    lab_project_content = ["project,project_description,repository_url,"
+                           + "repository_name,codeurl",
                            "ProjA,Example project to populate element-lab,"
                            + "https://github.com/datajoint/element-lab/,"
-                           + "element-lab,Subjects were administered 10ul "
-                           + "sedative prior to surgery,Exemplarvirus "
-                           + "administered 10d before experimental session,,"
-                           + "videos generated programmatically see "
-                           + "repository,Craniotomy performed by session "
-                           + "experimenter,https://github.com/datajoint/"
-                           + "element-lab/tree/main/element_lab",
+                           + "element-lab,https://github.com/datajoint/element"
+                           + "-lab/tree/main/element_lab",
                            "ProjB,Other example project to populate element-"
-                           + "lab,https://github.com/datajoint/element-"
-                           + "session/,element-session,,Exemplarvirus "
-                           + "administered 8d study,,,,https://github.com/"
-                           + "datajoint/element-session/tree/main/element_"
-                           + "session"]
+                           + "lab,https://github.com/datajoint/element-session"
+                           + "/,element-session,https://github.com/datajoint/"
+                           + "element-session/tree/main/element_session"]
     lab_project_csv_path = pathlib.Path('./tests/user_data/lab/projects.csv')
     write_csv(lab_project_content, lab_project_csv_path)
 

From 836390ed922aa9f89fad684865512daef24c71df Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 13 Jan 2022 12:37:06 -0600
Subject: [PATCH 25/46] Version. Update CHANGELOG. notebook: remove specifics

- Version: move from __init__.py to version.py per updated convention
- Version: bump
- CHANGELOG: update with rename, integration tests
- Notebook: remove my username from output. Needs future updates after [element-session PR](https://github.com/datajoint/element-session/pull/7)
---
 CHANGELOG.md                     | 9 ++++++---
 notebooks/2_Explore_Export.ipynb | 4 ++--
 workflow_session/__init__.py     | 5 -----
 workflow_session/version.py      | 2 ++
 4 files changed, 10 insertions(+), 10 deletions(-)
 create mode 100644 workflow_session/version.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index abad20e..2ed23c5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,10 +3,13 @@
 Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) convention.
 
 
-## [unreleased: 0.0.1]
+## [0.0.0b2]
 ### Added
-+ Change to include `element-session`
-+ Add export notebook
++ Export notebook
++ Integration tests
+
+### Changed
++ Name `element-animal` -> `element-session`
 
 
 ## [0.0.0b1] - 2021-03-24
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
index 6c2b5e3..5694d69 100644
--- a/notebooks/2_Explore_Export.ipynb
+++ b/notebooks/2_Explore_Export.ipynb
@@ -205,7 +205,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
+      "~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
       "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
      ]
     }
@@ -232,7 +232,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/Users/cb/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/build/objectmapper.py:653: MissingRequiredBuildWarning: NWBFile 'root' is missing required value for attribute 'source_script_file_name'.\n",
+      "~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/build/objectmapper.py:653: MissingRequiredBuildWarning: NWBFile 'root' is missing required value for attribute 'source_script_file_name'.\n",
       "  warnings.warn(msg, MissingRequiredBuildWarning)\n"
      ]
     }
diff --git a/workflow_session/__init__.py b/workflow_session/__init__.py
index aceae16..e69de29 100644
--- a/workflow_session/__init__.py
+++ b/workflow_session/__init__.py
@@ -1,5 +0,0 @@
-__author__ = "DataJoint"
-__date__ = "December, 2021"
-__version__ = "0.0.1"
-
-__all__ = ['__author__', '__version__', '__date__']
diff --git a/workflow_session/version.py b/workflow_session/version.py
new file mode 100644
index 0000000..77ac34d
--- /dev/null
+++ b/workflow_session/version.py
@@ -0,0 +1,2 @@
+"""Package metadata."""
+__version__ = '0.0.0b2'

From 61477952fcd87646575654de9a49eb2da8a3700a Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Fri, 21 Jan 2022 19:03:38 -0600
Subject: [PATCH 26/46] Docker integration test successful. See details.

Changes:
README: Refactor to point to `datajoint-elements` for installation
Docker-compose*: follow new `workflow-array-ephys` model
notebook/2_Explore_Export: remove pending separate nwb PR
tests/__init__.py: add mkdir for csv subdirectories
tests/test_export.py: remove pending nwb PR
workflow_session/pipeline.py: comment out genotyping schema info
---
 .gitignore                       |   4 +-
 Dockerfile.dev                   |  29 +++
 Dockerfile.test                  |  35 ++++
 README.md                        | 169 +----------------
 docker-compose-dev.yaml          |  31 ++++
 docker-compose-test.yaml         |  19 +-
 notebooks/2_Explore_Export.ipynb | 310 -------------------------------
 tests/__init__.py                |  13 +-
 tests/test_export.py             |  10 -
 workflow_session/pipeline.py     |   6 +-
 10 files changed, 124 insertions(+), 502 deletions(-)
 create mode 100644 Dockerfile.dev
 create mode 100644 Dockerfile.test
 create mode 100644 docker-compose-dev.yaml
 delete mode 100644 notebooks/2_Explore_Export.ipynb
 delete mode 100644 tests/test_export.py

diff --git a/.gitignore b/.gitignore
index 5bb6f36..7c86f5c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -67,7 +67,7 @@ celerybeat-schedule
 *.sage.py
 
 # dotenv, virtualenv, pyenv, mypy
-./.env
+.env
 .venv
 venv/
 ENV/
@@ -82,4 +82,4 @@ ENV/
 # datajoint, notes, nwb export
 dj_local_c*.json
 temp*
-*nwb
\ No newline at end of file
+*nwb
diff --git a/Dockerfile.dev b/Dockerfile.dev
new file mode 100644
index 0000000..a259816
--- /dev/null
+++ b/Dockerfile.dev
@@ -0,0 +1,29 @@
+FROM datajoint/djlab:py3.8-debian
+
+USER root
+RUN apt-get update -y
+RUN apt-get install git -y
+
+USER anaconda
+
+RUN mkdir /main/element-lab \
+          /main/element-animal \
+          /main/element-session \
+          /main/workflow-session
+
+# Copy user's local fork of elements and workflow
+COPY --chown=anaconda:anaconda ./element-lab /main/element-lab
+COPY --chown=anaconda:anaconda ./element-animal /main/element-animal
+COPY --chown=anaconda:anaconda ./element-session /main/element-session
+COPY --chown=anaconda:anaconda ./workflow-session /main/workflow-session
+
+# Install packages
+RUN pip install -e /main/element-lab
+RUN pip install -e /main/element-animal
+RUN pip install -e /main/element-session
+RUN pip install -e /main/workflow-session
+RUN pip install -r /main/workflow-session/requirements_test.txt
+
+WORKDIR /main/workflow-session
+
+ENTRYPOINT ["tail", "-f", "/dev/null"]
diff --git a/Dockerfile.test b/Dockerfile.test
new file mode 100644
index 0000000..fe80883
--- /dev/null
+++ b/Dockerfile.test
@@ -0,0 +1,35 @@
+FROM datajoint/djlab:py3.8-debian
+
+USER root
+RUN apt-get update -y
+RUN apt-get install git -y
+
+USER anaconda
+WORKDIR /main/workflow-session
+
+# Option 1 - Install DataJoint's remote fork of the workflow and elements
+# RUN git clone https://github.com/datajoint/workflow-session.git /main/workflow-session
+
+# Option 2 - Install user's remote fork of element and workflow
+#            or an unreleased version of the element
+# RUN pip install git+https://github.com/<user>/element-lab.git
+# RUN pip install git+https://github.com/<user>/element-animal.git
+# RUN pip install git+https://github.com/<user>/element-session.git
+# RUN git clone https://github.com/<user>/workflow-session.git /main/workflow-session
+
+# Option 3 - Install user's local fork of element and workflow
+RUN mkdir /main/element-lab
+COPY --chown=anaconda:anaconda ./element-lab /main/element-lab
+RUN pip install -e /main/element-lab
+RUN mkdir /main/element-animal
+COPY --chown=anaconda:anaconda ./element-animal /main/element-animal
+RUN pip install -e /main/element-animal
+RUN mkdir /main/element-session
+COPY --chown=anaconda:anaconda ./element-session /main/element-session
+RUN pip install -e /main/element-session
+COPY --chown=anaconda:anaconda ./workflow-session /main/workflow-session
+# RUN rm -f /main/workflow-session/dj_local_conf.json
+
+# Install the workflow
+RUN pip install /main/workflow-session
+RUN pip install -r /main/workflow-session/requirements_test.txt
diff --git a/README.md b/README.md
index 987f531..dda3c9f 100644
--- a/README.md
+++ b/README.md
@@ -40,168 +40,11 @@ This workflow serves as an example of the upstream part of a typical data workfl
 
 ## Installation instructions
 
-### Step 1 - Clone this repository
-
-+ Launch a new terminal and change directory to where you want to clone the repository
-    ```
-    cd C:/Projects
-    ```
-+ Clone the repository
-    ```
-    git clone https://github.com/datajoint/workflow-session
-    ```
-+ Change directory to `workflow-session`
-    ```
-    cd workflow-session
-    ```
++ The installation instructions can be found at [datajoint-elements/install.md](
+     https://github.com/datajoint/datajoint-elements/blob/main/install.md).
 
-### Step 2 - Setup a virtual environment
-It is highly recommended (though not strictly required) to create a virtual environment to run the pipeline. This can be done with either `virtualenv` or `conda`
-
-+ For `virtualenv`:
-
-    + If not yet installed, run `pip install --user virtualenv`
-
-    + To create a new virtual environment named `venv`:
-        ```
-        virtualenv venv
-        ```
-
-    + To activated the virtual environment:
-        + On Windows:
-            ```
-            .\venv\Scripts\activate
-            ```
-
-        + On Linux/macOS:
-            ```
-            source venv/bin/activate
-            ```
-+ For `conda`:
-    + If not yet installed, run `pip install --user conda`
+## Interacting with the DataJoint workflow
 
-    + To create a new virtual environment named `venv`:
-        ```
-        conda create --name venv python=3.8
-        ```
-
-    + To activated the virtual environment:
-        + On Windows:
-            ```
-            activate venv
-            ```
-
-        + On Linux/macOS:
-            ```
-            source activate venv
-            ```
-
-### Step 3 - Install this repository
-
-From the root of the cloned repository directory:
-    ```
-    pip install -e .
-    ```
-
-Note: the `-e` flag will install this repository in editable mode,
-in case you'd like to to modify the code (e.g. the `pipeline.py` or `paths.py` scripts).
-If no such modification required, using `pip install .` is sufficient.
-
-
-### Step 4 - Jupyter Notebook
-+ Register an IPython kernel with Jupyter
-    ```
-    ipython kernel install --name=workflow-session
-    ```
-
-### Step 5 - Configure the `dj_local_conf.json`
-
-At the root of the repository folder,
-create a new file `dj_local_conf.json` with the following template:
-
-```json
-{
-  "database.host": "<hostname>",
-  "database.user": "<username>",
-  "database.password": "<password>",
-  "loglevel": "INFO",
-  "safemode": true,
-  "display.limit": 7,
-  "display.width": 14,
-  "display.show_tuple_count": true,
-  "custom": {
-      "database.prefix": "<neuro_>",
-}
-```
-
-+ Specify database's `hostname`, `username`, and `password` according to the database you plan to use (see [set-up instructions here](https://tutorials.datajoint.io/setting-up/get-database.html)).
-
-+ Specify a `database.prefix` to create the schemas.
-
-
-### Installation complete
-
-+ At this point the setup of this workflow is complete.
-
-
-## Interacting with the DataJoint pipeline and exploring data
-
-+ [Connect to database](https://tutorials.datajoint.io/setting-up/get-database.html)
-
-+ Import tables
-    ```
-    from workflow_session.pipeline import *
-    ```
-    This will create all tables defined in the elements in the database server.
-
-+ Preview the tables created by calling the classes, for example:
-    ```
-    lab.Lab()
-    subject.Subject()
-    session.Session()
-    genotyping.GenotypingTest()
-    ```
-
-+ If required to drop all schemas, the following is the dependency order.
-    ```
-    from workflow_session.pipeline import *
-
-    genotyping.schema.drop()
-    session.schema.drop()
-    subject.schema.drop()
-    lab.schema.drop()
-    ```
-
-+ For a more in-depth exploration of the tables created, please refer to the example [notebooks](notebooks/1_Explore_Workflow.ipynb).
-
-
-## Insert into Manual and Lookup tables with Graphical User Interface DataJoint Labbook
-
-DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows.
-
-![DataJoint Labbook preview](images/DataJoint_Labbook.png)
-
-Please refer to the [DataJoint Labbook page](https://github.com/datajoint/datajoint-labbook) for instructions to set it up.
-
-## Development mode installation
-
-This method allows you to modify the source code for `workflow-calcium-imaging`, `element-calcium-imaging`, `element-session`, `element-animal`, and `element-lab`.
-
-+ Launch a new terminal and change directory to where you want to clone the repositories
-    ```
-    cd C:/Projects
-    ```
-+ Clone the repositories
-    ```
-    git clone https://github.com/datajoint/element-lab
-    git clone https://github.com/datajoint/element-animal
-    git clone https://github.com/datajoint/element-session
-    git clone https://github.com/datajoint/workflow-session
-    ```
-+ Install each package with the `-e` option
-    ```
-    pip install -e ./workflow-session
-    pip install -e ./element-session
-    pip install -e ./element-lab
-    pip install -e ./element-animal
-    ```
++ Please refer to the following workflow-specific
+[Jupyter notebooks](/notebooks) for an in-depth explanation of how to run the
+workflow ([1-Explore_Workflow.ipynb](notebooks/1_Explore_Workflow.ipynb).
diff --git a/docker-compose-dev.yaml b/docker-compose-dev.yaml
new file mode 100644
index 0000000..3bcb2eb
--- /dev/null
+++ b/docker-compose-dev.yaml
@@ -0,0 +1,31 @@
+# docker-compose -f docker-compose-dev.yaml up -d --build
+# docker-compose -f docker-compose-dev.yaml down
+
+version: "2.4"
+x-net: &net
+  networks:
+      - main
+services:
+  db:
+    <<: *net
+    image: datajoint/mysql:5.7
+    environment:
+      - MYSQL_ROOT_PASSWORD=simple
+  workflow:
+    <<: *net
+    build:
+      context: ../
+      dockerfile: ./workflow-session/Dockerfile.dev
+    env_file: .env
+    image: workflow_session_dev:0.0.0b2
+    volumes:
+      - ./apt_requirements.txt:/tmp/apt_requirements.txt
+      - ../element-lab:/main/element-lab
+      - ../element-animal:/main/element-animal
+      - ../element-session:/main/element-session
+      - .:/main/workflow-session
+    depends_on:
+      db:
+        condition: service_healthy
+networks:
+  main:
diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
index 56407b2..509386e 100644
--- a/docker-compose-test.yaml
+++ b/docker-compose-test.yaml
@@ -1,3 +1,6 @@
+# docker-compose -f docker-compose-test.yaml up --build
+# docker-compose -f docker-compose-test.yaml down
+
 version: "2.4"
 x-net: &net
   networks:
@@ -8,16 +11,17 @@ services:
     image: datajoint/mysql:5.7
     environment:
       - MYSQL_ROOT_PASSWORD=simple
-  workflow_array_ephys:
+  workflow:
     <<: *net
     build:
-      context: .
-    image: workflow_session:v0.0.0
+      context: ../
+      dockerfile: ./workflow-session/Dockerfile.test
+    env_file: .env
+    image: workflow_session:0.0.0b2
     environment:
       - DJ_HOST=db
       - DJ_USER=root
       - DJ_PASS=simple
-      - EPHYS_ROOT_DATA_DIR=/main/test_data
       - DATABASE_PREFIX=test_
     command:
       - bash
@@ -27,10 +31,13 @@ services:
         pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings
         tail -f /dev/null
     volumes:
-      - ${TEST_DATA_DIR}:/main/test_data
       - ./apt_requirements.txt:/tmp/apt_requirements.txt
+      - ../element-lab:/main/element-lab
+      - ../element-animal:/main/element-animal
+      - ../element-session:/main/element-session
+      - .:/main/workflow-session
     depends_on:
       db:
         condition: service_healthy
 networks:
-  main:
\ No newline at end of file
+  main:
diff --git a/notebooks/2_Explore_Export.ipynb b/notebooks/2_Explore_Export.ipynb
deleted file mode 100644
index 5694d69..0000000
--- a/notebooks/2_Explore_Export.ipynb
+++ /dev/null
@@ -1,310 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3054518f-87bc-42ff-a3e7-84bf3d2a37f6",
-   "metadata": {},
-   "source": [
-    "# DataJoint U24 - Export Session"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "79c15f36-039d-4304-96be-f56ba0d6b10a",
-   "metadata": {},
-   "source": [
-    "Same as before, import data."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "0e7fa407-d67b-403e-975c-bd0bd499d88c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "if os.path.basename(os.getcwd())=='notebooks': os.chdir('..')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "6f11ca71-5e4f-460c-ad94-2037ef0f6448",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Connecting root@localhost:3306\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #lab ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #location ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #project ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #project__source_code ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #project__publication ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #project__keywords ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #protocol_type ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #protocol ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #user_role ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #user ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into #lab_membership ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into project_user ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into subject ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into subject_death ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into subject_cull_method ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into session ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into session_directory ----\n",
-      "\n",
-      "---- Inserting 0 entry(s) into session_note ----\n"
-     ]
-    }
-   ],
-   "source": [
-    "import datajoint as dj\n",
-    "dj.conn()\n",
-    "from element_lab import lab\n",
-    "from element_animal import subject\n",
-    "from element_session import session\n",
-    "from workflow_session.ingest import ingest_lab, ingest_subjects, ingest_sessions\n",
-    "## delete if needed, to update/repopulate\n",
-    "# lab.Lab.delete();lab.Project.delete();lab.Protocol.delete()\n",
-    "ingest_lab(); ingest_subjects();ingest_sessions()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ab2a3f10-b96e-4f0d-9e54-0015bb9b8622",
-   "metadata": {},
-   "source": [
-    "Identify items for export with keys."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "76c040c8-15cc-4d61-ae5d-bc7646a6a0be",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "session_key=(session.Session&'subject=\"subject5\"').fetch1('KEY')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "902e050c-3133-4fb7-850d-f0b954e1b634",
-   "metadata": {},
-   "source": [
-    "Get export from element-session, then export with keys from prev step."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "61fdbdce-a808-49ad-bb5d-f9b9894446fa",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "AttributeError",
-     "evalue": "module 'element_session.export.nwb' has no attribute 'activate'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/var/folders/_9/tzvq__ws5z9gv5s7jvkj570r0000gn/T/ipykernel_13855/3549832774.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0melement_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexport\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnwb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mnwb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mactivate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'workflow_session.pipeline'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mhelp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexport\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msession_to_nwb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: module 'element_session.export.nwb' has no attribute 'activate'"
-     ]
-    }
-   ],
-   "source": [
-    "# pending further revisions\n",
-    "from element_session.export.nwb session_to_nwb"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "fdc6d3c7-8f4d-41c8-af6f-5c63ab68e316",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "session_key=(session.Session&\"subject='subject5'\").fetch1()\n",
-    "mynwbfile=session_to_nwb(session_key)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "56ebdd79-f0dc-4925-aeb1-109887df361d",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on function elementlab_nwb_dict in module element_lab.export.nwb:\n",
-      "\n",
-      "elementlab_nwb_dict(lab_key=None, project_key=None, protocol_key=None)\n",
-      "    Generate a dictionary object containing all relevant lab information used when\n",
-      "        generating an NWB file at the session level. All parameters optional.\n",
-      "    Use: mynwbfile = NWBfile(identifier=\"your identifier\",\n",
-      "                             session_description=\"your description\",\n",
-      "                             session_start_time=session_datetime,\n",
-      "                             elementlab_nwb_dict(lab_key=key1,project_key=key2,protocol_key=key3))\n",
-      "    Note: The lab, project and protocol keys should specify one of their respective types.\n",
-      "    \n",
-      "    :param lab_key: Key specifying one entry in element_lab.lab.Lab\n",
-      "    :param project_key: Key specifying one entry in element_lab.lab.Project\n",
-      "    :param protocol_key: Key specifying one entry in element_lab.lab.PRotocol\n",
-      "    :return: dictionary with NWB parameters\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "from element_lab.export import elementlab_nwb_dict\n",
-    "help(elementlab_nwb_dict)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "afc6555d-cd25-4d55-93e2-51c72ddba9ae",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from pynwb import NWBFile\n",
-    "lab_info = elementlab_nwb_dict(lab_key=mylab_key,project_key=myproj_key,protocol_key=myprot_key)\n",
-    "sess_info = session_to_nwb_dict(session_key)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "97e01cbf-b225-45d3-a030-0f7400e3526b",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/pynwb/file.py:753: UserWarning: Date is missing timezone information. Updating to local timezone.\n",
-      "  warn(\"Date is missing timezone information. Updating to local timezone.\")\n"
-     ]
-    }
-   ],
-   "source": [
-    "mynwbfile = NWBFile(**sess_info,**lab_info)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1bccad09-d5e4-4200-bb73-08ddf98cfb80",
-   "metadata": {},
-   "source": [
-    "Learn more about using NWB formats [here](https://www.nwb.org/how-to-use/)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "b914d8db-2584-403c-9f24-12a64103f1cb",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "~/miniconda3/envs/venv-nwb/lib/python3.8/site-packages/hdmf/build/objectmapper.py:653: MissingRequiredBuildWarning: NWBFile 'root' is missing required value for attribute 'source_script_file_name'.\n",
-      "  warnings.warn(msg, MissingRequiredBuildWarning)\n"
-     ]
-    }
-   ],
-   "source": [
-    "from pynwb import NWBHDF5IO\n",
-    "with NWBHDF5IO('session_metadata.nwb', mode='w') as io:\n",
-    "    io.write(mynwbfile)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "c81b1c85-9623-4cc1-9438-79b0c5287756",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "root pynwb.file.NWBFile at 0x140190306285216\n",
-      "Fields:\n",
-      "  experiment_description: Example project to populate element-lab\n",
-      "  file_create_date: [datetime.datetime(2021, 12, 6, 17, 1, 11, 974467, tzinfo=tzlocal())]\n",
-      "  identifier: subject5_20200415_111638\n",
-      "  institution: Example Uni\n",
-      "  keywords: ['Example' 'Study']\n",
-      "  lab: The Example Lab\n",
-      "  pharmacology: Subjects were administered 10ul sedative prior to surgery\n",
-      "  protocol: ProtA\n",
-      "  related_publications: ['arXiv:1807.11104' 'arXiv:1807.11104v1']\n",
-      "  session_description: Successful data collection, no notes\n",
-      "  session_start_time: 2020-04-15 11:16:38-05:00\n",
-      "  source_script: https://github.com/datajoint/element-lab/\n",
-      "  surgery: Craniotomy performed by session experimenter\n",
-      "  timestamps_reference_time: 2020-04-15 11:16:38-05:00\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(mynwbfile)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e75c3795-96d6-4ed1-889e-3da58d9e8533",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "venv-nwb",
-   "language": "python",
-   "name": "venv-nwb"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.11"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/tests/__init__.py b/tests/__init__.py
index 0332dfc..40bfa89 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,11 +1,6 @@
 '''
-fresh docker:
-    docker run --name wf-sess -p 3306:3306 -e \
-    MYSQL_ROOT_PASSWORD=tutorial datajoint/mysql
-dependencies: pip install pytest pytest-cov
 run all tests:
-    pytest -sv --cov-report term-missing --cov=workflow-session \
-    -p no:warnings tests/
+    pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings tests/
 run one test, debug:
     pytest [above options] --pdb tests/tests_name.py -k function_name
 '''
@@ -19,8 +14,10 @@
 
 _tear_down = True
 
-test_user_data_dir = pathlib.Path('./tests/user_data')
-test_user_data_dir.mkdir(exist_ok=True)
+pathlib.Path('./tests/user_data').mkdir(exist_ok=True)
+pathlib.Path('./tests/user_data/lab').mkdir(exist_ok=True)
+pathlib.Path('./tests/user_data/session').mkdir(exist_ok=True)
+pathlib.Path('./tests/user_data/subject').mkdir(exist_ok=True)
 
 # ------------------ GENERAL FUCNTION ------------------
 
diff --git a/tests/test_export.py b/tests/test_export.py
deleted file mode 100644
index 7f1b4eb..0000000
--- a/tests/test_export.py
+++ /dev/null
@@ -1,10 +0,0 @@
-# import workflow_session
-# from . import (dj_config, pipeline, lab_csv, ingest_lab,
-#                 subjects_csv, ingest_subjects,
-#                 sessions_csv, ingest_sessions)
-
-
-def test_nwb_export():
-    # Ben to add integration?
-    # Tests with and without lab/animal elements?
-    pass
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index f07b78b..4f142da 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -5,8 +5,8 @@
 from element_session import session
 
 from element_animal.subject import Subject
-from element_animal.genotyping import Sequence, BreedingPair, Cage,\
-                                      SubjectCaging, GenotypeTest
+# from element_animal.genotyping import Sequence, BreedingPair, Cage,\
+#                                       SubjectCaging, GenotypeTest
 from element_lab.lab import Source, Lab, Protocol, User, Project
 from element_session.session import Session
 
@@ -25,4 +25,4 @@
 Experimenter = lab.User
 session.activate(db_prefix + 'session', linking_module=__name__)
 
-genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)
+# genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)

From 2966000e82b9d37d317468fec256a590f35e4ed4 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Tue, 25 Jan 2022 10:00:06 -0600
Subject: [PATCH 27/46] Remove diagrams, link to elements in readme

---
 README.md                          |  13 +-
 images/DataJoint_Labbook.png       | Bin 84080 -> 0 bytes
 images/genotyping_diagram.svg      | 151 --------------------
 images/subject_diagram.svg         | 222 -----------------------------
 notebooks/1_Explore_Workflow.ipynb |   2 +-
 session_diagram.png                | Bin 0 -> 11060 bytes
 tests/test_ingest.py               |   5 +
 7 files changed, 11 insertions(+), 382 deletions(-)
 delete mode 100644 images/DataJoint_Labbook.png
 delete mode 100644 images/genotyping_diagram.svg
 delete mode 100644 images/subject_diagram.svg
 create mode 100644 session_diagram.png

diff --git a/README.md b/README.md
index dda3c9f..1c29fdc 100644
--- a/README.md
+++ b/README.md
@@ -13,19 +13,16 @@ The lab and experiment subject management workflow presented here uses component
 
 ### element-lab
 
-element-lab is used for all lab-general metadata, including personnel and projects. Many fields are optional, but may help for keeping track of lab members for multi-site projects or exporting data for publication.
-
-![lab](images/lab_diagram.svg)
+![element-lab](
+https://github.com/datajoint/element-lab/raw/main/images/element_lab_diagram.svg)
 
 ### element-animal
 
-element-animal contains two modules, `subject` and `genotyping`.
-
-`subject` contains basic information of subjects.
-![subject](images/subject_diagram.svg)
+![element-animal](
+https://github.com/datajoint/element-animal/blob/main/images/subject_diagram.svg)
 
 `genotyping` is designed for labs that handle animal care and genetic information themselves, which is optional.
-![genotyping](images/genotyping_diagram.svg)
+![genotyping](https://github.com/datajoint/element-animal/blob/nwb/images/genotyping_diagram.svg)
 
 ### element-session
 `session` is designed to handle metadata related to data collection, including collection date-time, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
diff --git a/images/DataJoint_Labbook.png b/images/DataJoint_Labbook.png
deleted file mode 100644
index 2d8b83a1667c6ef112a13c8d070770053baea11d..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/images/genotyping_diagram.svg b/images/genotyping_diagram.svg
deleted file mode 100644
index 6c59d23..0000000
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diff --git a/images/subject_diagram.svg b/images/subject_diagram.svg
deleted file mode 100644
index 9864ba7..0000000
--- a/images/subject_diagram.svg
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diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index 57153f2..f33fbe4 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -1514,7 +1514,7 @@
    "id": "4775dd80-8a54-47b7-a9ba-99995db9ff1a",
    "metadata": {},
    "source": [
-    "DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows. ![DataJoint Labbook preview](../images/DataJoint_Labbook.png)"
+    "DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows. ![DataJoint Labbook preview](https://github.com/datajoint/datajoint-labbook/blob/master/docs/sphinx/_static/images/walkthroughDemoOptimized.gif)"
    ]
   }
  ],
diff --git a/session_diagram.png b/session_diagram.png
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diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index 4a49ad8..18b486d 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -3,6 +3,11 @@
     2. Assert exact matches of inserted data fore key tables
 '''
 
+__all__ = ['dj_config', 'pipeline', 'lab_csv', 'lab_project_csv', 'lab_user_csv',
+           'lab_publications_csv',  'lab_keywords_csv',  'lab_protocol_csv',
+           'lab_project_users_csv',  'ingest_lab',  'subjects_csv', 'ingest_subjects',
+           'sessions_csv', 'ingest_sessions']
+
 from . import (dj_config, pipeline, lab_csv,
                lab_project_csv, lab_user_csv, lab_publications_csv,
                lab_keywords_csv, lab_protocol_csv,

From ab50c0c1fc10966810cc1341022d78f7706ba55e Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Fri, 28 Jan 2022 09:31:52 -0600
Subject: [PATCH 28/46] Apply suggestions from @kabilar's code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 CHANGELOG.md    | 6 +++---
 CONTRIBUTING.md | 2 +-
 setup.py        | 8 ++++----
 3 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2ed23c5..a5193a2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@ Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and
 + Integration tests
 
 ### Changed
-+ Name `element-animal` -> `element-session`
++ Name `workflow-animal` -> `workflow-session`
 
 
 ## [0.0.0b1] - 2021-03-24
@@ -21,5 +21,5 @@ Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and
 ### Added
 + Added notebooks
 
-[0.0.0b1]: https://github.com/datajoint/workflow-animal/tree/f6d6a3353aae83ca13ff9fcc536017eb34c18f90
-[0.0.0a1]: https://github.com/datajoint/workflow-animal/tree/0d3d3c970056ff4c243d17cf4f738f48268d80ad
+[0.0.0b1]: https://github.com/datajoint/workflow-session/tree/f6d6a3353aae83ca13ff9fcc536017eb34c18f90
+[0.0.0a1]: https://github.com/datajoint/workflow-session/tree/0d3d3c970056ff4c243d17cf4f738f48268d80ad
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f07cecb..350d3e5 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,3 +1,3 @@
 # Contribution Guidelines
 
-This project follows the [DataJoint Contribution Guidelines](https://docs.datajoint.io/python/community/02-Contribute.html). Please reference the link for more full details.
\ No newline at end of file
+This project follows the [DataJoint Contribution Guidelines](https://docs.datajoint.org/python/community/02-Contribute.html). Please reference the link for more full details.
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 924014b..25e6a3d 100644
--- a/setup.py
+++ b/setup.py
@@ -9,9 +9,9 @@
 # Workflow for lab, animal, and session management
 
 Build a workflow for lab management and animal metadata using DataJoint Elements
-+ [elements-lab](https://github.com/datajoint/element-lab)
-+ [elements-animal](https://github.com/datajoint/element-animal)
-+ [elements-session](https://github.com/datajoint/element-session)
++ [element-lab](https://github.com/datajoint/element-lab)
++ [element-animal](https://github.com/datajoint/element-animal)
++ [element-session](https://github.com/datajoint/element-session)
 """
 
 with open(path.join(here, 'requirements.txt')) as f:
@@ -23,7 +23,7 @@
     description="DataJoint Elements for Lab, Animal and Session Management",
     long_description=long_description,
     author='DataJoint',
-    author_email='info@vathes.com',
+    author_email='info@datajoint.com',
     license='MIT',
     url='https://github.com/datajoint/workflow-session',
     keywords='neuroscience lab-management animal-management session-management datajoint',

From ac52192ff053e98859839b857d8b56e86524d68b Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBroz@DataJoint.com>
Date: Fri, 28 Jan 2022 09:33:09 -0600
Subject: [PATCH 29/46] pin requirements

---
 requirements.txt | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index b26b0ed..3cf9e25 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 datajoint>=0.13.0
-element-lab
-element-animal
-element-session
+element-lab==0.1.0b0
+element-animal==0.1.0b0
+element-session==0.1.0b0
 ipykernel
-pynwb
+pynwb==1.4.0

From d8516490c75d5e84f5674dcf1f2d2af982b4da57 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Fri, 28 Jan 2022 16:05:12 -0600
Subject: [PATCH 30/46] Move diagrams to element. Revise table names per
 elem-lab change

---
 .gitignore                   |  31 +++++---------
 README.md                    |   4 +-
 images/session_diagram.svg   |  77 -----------------------------------
 session_diagram.png          | Bin 11060 -> 0 bytes
 workflow_session/ingest.py   |   4 +-
 workflow_session/pipeline.py |   6 ++-
 6 files changed, 19 insertions(+), 103 deletions(-)
 delete mode 100644 images/session_diagram.svg
 delete mode 100644 session_diagram.png

diff --git a/.gitignore b/.gitignore
index 7c86f5c..130f191 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,51 +7,42 @@ __pycache__/
 .Python
 env/
 build/
-develop-eggs/
-dist/
+*egg*/
+*dist/
 downloads/
-eggs/
-.eggs/
-lib/
-lib64/
+lib*/
 parts/
-sdist/
 var/
 wheels/
-*.egg-info/
 .installed.cfg
 *.egg
 *.manifest
 *.spec
-pip-log.txt
-pip-delete*.txt
+pip-*.txt
 
 # Unit test / coverage reports
 htmlcov/
 .tox/
-.coverage
-.coverage.*
+*.cov*
 .cache
 nosetests.xml
 coverage.xml
-*.cover
 .hypothesis/
 .pytest_cache/
 docker-compose.y*ml
 
 # C extension, Translations
+# editors: vscode, emacs, Mac
 *.so
 *.mo
 *.pot
-
-# editors: vscode, emacs, Mac
 .vscode
 **/*~
 **/#*#
 **/.#*
 .DS_Store
 
-# Django, Flask, Scrapy, Sphinx, mkdocs:
+# Django, Flask, Scrapy, Sphinx, mkdocs
 # PyBuilder, Jupyter, SageMath, celery beat
 *.log
 local_settings.py
@@ -62,21 +53,19 @@ scratchpaper.*
 docs/_build/
 /site
 target/
-.ipynb_checkpoints
+.*checkpoints
 celerybeat-schedule
 *.sage.py
 
 # dotenv, virtualenv, pyenv, mypy
-.env
-.venv
+.*env
 venv/
 ENV/
 .python-version
 .mypy_cache/
 
 # Spyder/Rope project settings
-.spyderproject
-.spyproject
+.spy*project
 .ropeproject
 
 # datajoint, notes, nwb export
diff --git a/README.md b/README.md
index 1c29fdc..2e9d1e5 100644
--- a/README.md
+++ b/README.md
@@ -22,11 +22,11 @@ https://github.com/datajoint/element-lab/raw/main/images/element_lab_diagram.svg
 https://github.com/datajoint/element-animal/blob/main/images/subject_diagram.svg)
 
 `genotyping` is designed for labs that handle animal care and genetic information themselves, which is optional.
-![genotyping](https://github.com/datajoint/element-animal/blob/nwb/images/genotyping_diagram.svg)
+![genotyping](https://github.com/datajoint/element-animal/blob/main/images/genotyping_diagram.svg)
 
 ### element-session
 `session` is designed to handle metadata related to data collection, including collection date-time, file paths, and notes. Most workflows will include element-session as a starting point for further data entry.
-![session](images/session_diagram.png)
+![session](https://github.com/datajoint/element-session/blob/main/images/session_diagram.svg)
 
 ### This workflow
 This workflow serves as an example of the upstream part of a typical data workflow, for examples using these elements in tandem with other data collection modalities, refer to:
diff --git a/images/session_diagram.svg b/images/session_diagram.svg
deleted file mode 100644
index a11a66e..0000000
--- a/images/session_diagram.svg
+++ /dev/null
@@ -1,77 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Generated by graphviz version 2.50.0 (20211204.2007)
- -->
-<!-- Pages: 1 -->
-<svg width="452pt" height="185pt"
- viewBox="0.00 0.00 452.00 185.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 181)">
-<polygon fill="white" stroke="transparent" points="-4,4 -4,-181 448,-181 448,4 -4,4"/>
-<!-- session.SessionNote -->
-<g id="node1" class="node">
-<title>session.SessionNote</title>
-<g id="a_node1"><a xlink:title="→ session.Session&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;session_note &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="130,-106 0,-106 0,-71 130,-71 130,-106"/>
-<text text-anchor="middle" x="65" y="-85.4" font-family="arial" font-size="12.00" fill="darkgreen">session.SessionNote</text>
-</a>
-</g>
-</g>
-<!-- session.SessionDirectory -->
-<g id="node2" class="node">
-<title>session.SessionDirectory</title>
-<g id="a_node2"><a xlink:title="→ session.Session&#13;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#45;&#13;session_dir &#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#13;">
-<polygon fill="#00ff00" fill-opacity="0.188235" stroke="#00ff00" stroke-opacity="0.188235" points="234,-35 82,-35 82,0 234,0 234,-35"/>
-<text text-anchor="middle" x="158" y="-14.4" font-family="arial" font-size="12.00" fill="darkgreen">session.SessionDirectory</text>
-</a>
-</g>
-</g>
-<!-- session.Session -->
-<g id="node3" class="node">
-<title>session.Session</title>
-<g id="a_node3"><a xlink:title="→ subject.Subject&#13;session_datetime &#160;&#160;&#160;&#160;&#13;">
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-</a>
-</g>
-</g>
-<!-- session.Session&#45;&gt;session.SessionNote -->
-<g id="edge1" class="edge">
-<title>session.Session&#45;&gt;session.SessionNote</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M172.99,-141.97C150.67,-131.13 121.59,-117 99.23,-106.13"/>
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-<g id="edge2" class="edge">
-<title>session.Session&#45;&gt;session.SessionDirectory</title>
-<path fill="none" stroke="#000000" stroke-width="2" stroke-opacity="0.250980" d="M195.61,-141.66C189.31,-131.67 181.81,-118.54 177,-106 167.86,-82.2 162.64,-52.98 160.06,-35.06"/>
-</g>
-<!-- session.ProjectSession -->
-<g id="node4" class="node">
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-<g id="a_node4"><a xlink:title="→ lab.Project&#13;→ session.Session&#13;">
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-<!-- session.Session&#45;&gt;session.ProjectSession -->
-<g id="edge3" class="edge">
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-<!-- session.SessionExperimenter -->
-<g id="node5" class="node">
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diff --git a/session_diagram.png b/session_diagram.png
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zB#)nHYav{_m%v?|A-4-1yb8#!ua&v;;q!Bv<T|YE5!*TZAq+3;`Sl*u+{mdh($S0L
zwDW=>*-Xfca_$CVq@3nJMo+aG3>$8Le{xH1VpF;x2cck^Hadu-x8K)ipI;SR=(-Mp
zqB)*24{GX^V@T7af6VRit$y^v=3vwDLkHX0*Y#^fyyKr?xSiOwtu{NhF<n~c6`Y4Y
z^-bT{MMTklIt01pSRgEW^mq_l>?hwCM1r!8wiRbr7oVB!akFSI6|JK7ye<~wPAPU(
zkuOuH=-uo{r$*ANN^rC229{V5QT1OsiYwdz&Ly~o3HTgy6E|0r9&q_LkKV7^-+Y{U
z(rfu~l?p-6-ta{!8RwAE9w|iBC`^v@Thw^UACH|xhLebmQ`R__;2u55BT$Uxbh#q*
zqErq#wveW{@E%<H4!A-8LJB~X20CLxb@i221PuY8a}QbU$^l-O90aZ4!I}GgP@u7j
z*5!%RSTd<j2ucn>d%5_xR_Fh<ND;BTf7M?8|A(-M_IEp3p%Tb147(&(`Co<|Z(X(H
z;~+mMl*&-4k%Bfdgw7T0Y#b%M59yN4X&D|rlK)4!%3A`x#?Iwcp#h9&JYnMRRVMVK
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Pun>7^WoW6SQQ&_A7XvMY

diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 48c61ee..6d877ec 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -56,8 +56,8 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
             users_csv_path, users_csv_path, users_csv_path,
             project_user_csv_path]
     tables = [lab.Lab(), lab.Location(),
-              lab.Project(), lab.Project.SourceCode(),
-              lab.Project.Publication(), lab.Project.Keywords(),
+              lab.Project(), lab.ProjectSourceCode(),
+              lab.ProjectPublication(), lab.ProjectKeywords(),
               lab.ProtocolType(), lab.Protocol(),
               lab.UserRole(), lab.User(), lab.LabMembership(),
               lab.ProjectUser()]
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index 4f142da..e3fb0b6 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -7,7 +7,8 @@
 from element_animal.subject import Subject
 # from element_animal.genotyping import Sequence, BreedingPair, Cage,\
 #                                       SubjectCaging, GenotypeTest
-from element_lab.lab import Source, Lab, Protocol, User, Project
+from element_lab.lab import Source, Lab, Protocol, User, Project, ProjectKeywords,\
+                            ProjectPublication, ProjectSourceCode, ProjectUser
 from element_session.session import Session
 
 if 'custom' not in dj.config:
@@ -15,6 +16,9 @@
 
 db_prefix = dj.config['custom'].get('database.prefix', '')
 
+__all__ = ['genotyping', 'session', 'Subject', 'Source', 'Lab', 'Protocol', 'User',
+           'Project', 'ProjectKeywords', 'ProjectPublication', 'ProjectSourceCode',
+           'ProjectUser', 'Session']
 
 # Activate "lab", "subject", "session" schema -------------
 

From c7ae13710740cd68c76419cbbd82a3eb4d443264 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 3 Feb 2022 09:44:07 -0600
Subject: [PATCH 31/46] add integration tests for Subject part tables

---
 CHANGELOG.md                        |  7 ++--
 Dockerfile.test                     |  2 +-
 docker-compose-test.yaml            |  3 +-
 setup.py                            |  2 +-
 tests/__init__.py                   | 39 +++++++++++++++++----
 tests/test_ingest.py                | 53 ++++++++++++++++++-----------
 tests/test_pipeline_generation.py   | 18 ++++++++++
 user_data/lab/project_users.csv     |  3 +-
 user_data/lab/users.csv             |  3 +-
 user_data/session/sessions.csv      |  7 ++--
 user_data/subject/subjects.csv      |  2 +-
 user_data/subject/subjects_part.csv |  3 ++
 workflow_session/ingest.py          | 12 ++++---
 workflow_session/pipeline.py        | 10 +++---
 14 files changed, 116 insertions(+), 48 deletions(-)
 create mode 100644 user_data/subject/subjects_part.csv

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5193a2..42a43c5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,21 +3,20 @@
 Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) convention.
 
 
-## [0.0.0b2]
+## 0.0.0b2
 ### Added
-+ Export notebook
 + Integration tests
 
 ### Changed
 + Name `workflow-animal` -> `workflow-session`
 
 
-## [0.0.0b1] - 2021-03-24
+## 0.0.0b1 - 2021-03-24
 ### Added
 + First beta release
 
 
-## [0.0.0a1] - 2021-03-18
+## 0.0.0a1 - 2021-03-18
 ### Added
 + Added notebooks
 
diff --git a/Dockerfile.test b/Dockerfile.test
index fe80883..5351e15 100644
--- a/Dockerfile.test
+++ b/Dockerfile.test
@@ -12,7 +12,7 @@ WORKDIR /main/workflow-session
 
 # Option 2 - Install user's remote fork of element and workflow
 #            or an unreleased version of the element
-# RUN pip install git+https://github.com/<user>/element-lab.git
+# RUN pip install git+https://github.com/cbroz1/element-lab.git
 # RUN pip install git+https://github.com/<user>/element-animal.git
 # RUN pip install git+https://github.com/<user>/element-session.git
 # RUN git clone https://github.com/<user>/workflow-session.git /main/workflow-session
diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
index 509386e..298661c 100644
--- a/docker-compose-test.yaml
+++ b/docker-compose-test.yaml
@@ -1,4 +1,5 @@
 # docker-compose -f docker-compose-test.yaml up --build
+# docker exec -it workflow-session_workflow_1 /bin/bash
 # docker-compose -f docker-compose-test.yaml down
 
 version: "2.4"
@@ -19,7 +20,7 @@ services:
     env_file: .env
     image: workflow_session:0.0.0b2
     environment:
-      - DJ_HOST=db
+      - DJ_HOST=workflow-session_db_1
       - DJ_USER=root
       - DJ_PASS=simple
       - DATABASE_PREFIX=test_
diff --git a/setup.py b/setup.py
index 25e6a3d..cc6bd5d 100644
--- a/setup.py
+++ b/setup.py
@@ -19,7 +19,7 @@
 
 setup(
     name='workflow-session',
-    version='0.0.1',
+    version=__version__,
     description="DataJoint Elements for Lab, Animal and Session Management",
     long_description=long_description,
     author='DataJoint',
diff --git a/tests/__init__.py b/tests/__init__.py
index 40bfa89..380f343 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -41,6 +41,12 @@ def dj_config():
     if pathlib.Path('./dj_local_conf.json').exists():
         dj.config.load('./dj_local_conf.json')
     dj.config['safemode'] = False
+    dj.config['database.host'] = (os.environ.get('DJ_HOST')
+                                  or dj.config['database.host'])
+    dj.config['database.password'] = (os.environ.get('DJ_PASS')
+                                      or dj.config['database.password'])
+    dj.config['database.user'] = (os.environ.get('DJ_USER')
+                                  or dj.config['database.user'])
     dj.config['custom'] = {
         'database.prefix': (os.environ.get('DATABASE_PREFIX')
                             or dj.config['custom']['database.prefix'])}
@@ -109,7 +115,8 @@ def lab_project_users_csv():
                                 "Sherlock,ProjA",
                                 "Sherlock,ProjB",
                                 "Watson,ProjB",
-                                "Dr. Candace Pert,ProjA"]
+                                "Dr. Candace Pert,ProjA",
+                                "User1,ProjA"]
     lab_project_user_csv_path = pathlib.Path('./tests/user_data/lab/\
                                               project_users.csv')
     write_csv(lab_project_user_content, lab_project_user_csv_path)
@@ -169,7 +176,8 @@ def lab_user_csv():
                         + "+44 20 7946 0344",
                         "LabA,Watson,Dr,DrWatson@BakerSt.com,+44 73 8389 1763",
                         "LabB,Dr. Candace Pert,PI,Pert@gmail.com,"
-                        + "+44 74 4046 5899"]
+                        + "+44 74 4046 5899",
+                        "LabA,User1,Lab Tech,fake@email.com,+44 1632 960103"]
     lab_user_csv_path = pathlib.Path('./tests/user_data/lab/users.csv')
     write_csv(lab_user_content, lab_user_csv_path)
 
@@ -218,11 +226,26 @@ def subjects_csv():
 
 
 @pytest.fixture
-def ingest_subjects(pipeline, subjects_csv):
+def subjects_part_csv():
+    """Create a 'subjects_part.csv for Subject part tables"""
+    subject_part_content = ["subject,protocol,user,line,strain,source,lab",
+                            "subject6,ProtA,User1,line,strain,source,LabA",
+                            "subject5,ProtA,User1,line,strain,source,LabA"]
+    subject_part_csv_path = pathlib.Path('./tests/user_data/subject/subjects_part.csv')
+    write_csv(subject_part_content, subject_part_csv_path)
+
+    yield subject_part_content, subject_part_csv_path
+    subject_part_csv_path.unlink()
+
+
+@pytest.fixture
+def ingest_subjects(pipeline, subjects_csv, subjects_part_csv):
     """From workflow_session ingest.py, import ingest_subjects, run"""
     from workflow_session.ingest import ingest_subjects
     _, subject_csv_path = subjects_csv
-    ingest_subjects(subject_csv_path=subject_csv_path)
+    _, subject_part_csv_path = subjects_part_csv
+    ingest_subjects(subject_csv_path=subject_csv_path,
+                    subject_part_csv_path=subject_part_csv_path)
     return
 
 
@@ -231,10 +254,12 @@ def ingest_subjects(pipeline, subjects_csv):
 def sessions_csv():
     """ Create a 'sessions.csv' file"""
     session_csv_path = pathlib.Path('./tests/user_data/session/sessions.csv')
-    session_content = ["subject,session_datetime,session_dir,session_note",
-                       "subject5,2020-04-15 11:16:38,/subject5/session1,"
+    session_content = ["subject,project,session_datetime,session_dir,session_note",
+                       "subject5,ProjA,2020-04-15 11:16:38,/subject5/session1,"
                        + "'Successful data collection, no notes'",
-                       "subject6,2021-06-02 14:04:22,/subject6/session1,"
+                       "subject5,ProjA,2020-05-12 04:13:07,subject5\\session1,"
+                       + "'Data collection notes'",
+                       "subject6,ProjA,2021-06-02 14:04:22,/subject6/session1,"
                        + "'Ambient temp abnormally low'"]
     write_csv(session_content, session_csv_path)
 
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index 18b486d..b532263 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -1,18 +1,18 @@
 '''Tests ingestion into schema tables: Lab, Subject, Session
-    1. Assert length of populating data from __innit__
+    1. Assert length of populating data from __init__
     2. Assert exact matches of inserted data fore key tables
 '''
 
 __all__ = ['dj_config', 'pipeline', 'lab_csv', 'lab_project_csv', 'lab_user_csv',
            'lab_publications_csv',  'lab_keywords_csv',  'lab_protocol_csv',
-           'lab_project_users_csv',  'ingest_lab',  'subjects_csv', 'ingest_subjects',
-           'sessions_csv', 'ingest_sessions']
+           'lab_project_users_csv',  'ingest_lab',  'subjects_csv', 'subjects_part_csv',
+           'ingest_subjects', 'sessions_csv', 'ingest_sessions']
 
 from . import (dj_config, pipeline, lab_csv,
                lab_project_csv, lab_user_csv, lab_publications_csv,
                lab_keywords_csv, lab_protocol_csv,
                lab_project_users_csv, ingest_lab,
-               subjects_csv, ingest_subjects,
+               subjects_csv, subjects_part_csv, ingest_subjects,
                sessions_csv, ingest_sessions)
 
 
@@ -20,15 +20,18 @@ def test_ingest_lab(pipeline, ingest_lab,
                     lab_csv, lab_project_csv, lab_protocol_csv):
     """Check length of various lab schema tables"""
     lab = pipeline['lab']
-    assert len(lab.Lab()) == 2
-    assert len(lab.LabMembership()) == 3
-    assert len(lab.User()) == 3
-    assert len(lab.UserRole()) == 2
-    assert len(lab.Location()) == 2
-    assert len(lab.Project()) == 2
-    assert len(lab.ProjectUser()) == 4
-    assert len(lab.Protocol()) == 2
-    assert len(lab.ProtocolType()) == 2
+    assert len(lab.Lab()) == 2, f'Check Lab: len={len(lab.Lab())}'
+    assert len(lab.LabMembership()) == 4, \
+        f'Check LabMembership: len={len(lab.LabMembership())}'
+    assert len(lab.User()) == 4, f'Check User: len={len(lab.User())}'
+    assert len(lab.UserRole()) == 3, f'Check UserRole: len={len(lab.UserRole())}'
+    assert len(lab.Location()) == 2, f'Check Location: len={len(lab.Location())}'
+    assert len(lab.Project()) == 2, f'Check Project: len={len(lab.Project())}'
+    assert len(lab.ProjectUser()) == 5, \
+        f'Check ProjectUser: len={len(lab.ProjectUser())}'
+    assert len(lab.Protocol()) == 2, f'Check Protocol: len={len(lab.Protocol())}'
+    assert len(lab.ProtocolType()) == 2, \
+        f'Check ProtocolType: len={len(lab.ProtocolType())}'
 
     labs, _ = lab_csv
     for this_lab in labs[1:]:
@@ -52,16 +55,27 @@ def test_ingest_lab(pipeline, ingest_lab,
     # assert len(lab.Source()) == 0
 
 
-def test_ingest_subjects(pipeline, subjects_csv, ingest_subjects):
+def test_ingest_subjects(pipeline, subjects_csv, subjects_part_csv, ingest_subjects):
     """Check length of subject.Subject"""
     subject = pipeline['subject']
-    assert len(subject.Subject()) == 2
+    assert len(subject.Subject()) == 2, f'Check Subject: len={len(subject.Subject())}'
+    assert len(subject.Subject.Protocol()) == 2, \
+        f'Check Subject.Protocol: len={len(subject.Subject.Protocol())}'
+    assert len(subject.Subject.User()) == 2, \
+        f'Check Subject.User: len={len(subject.Subject.User())}'
 
     subjects, _ = subjects_csv
+    subjects_parts, _ = subjects_part_csv
     for this_subject in subjects[1:]:
         subject_values = this_subject.split(",")
         assert (subject.Subject & {'subject': subject_values[0]}
                 ).fetch1('subject_description') == subject_values[3]
+    for this_subject in subjects_parts[1:]:
+        subject_values = this_subject.split(",")
+        assert (subject.Subject.Protocol & {'subject': subject_values[0]}
+                ).fetch1('protocol') == subject_values[1]
+        assert (subject.Subject.User & {'subject': subject_values[0]}
+                ).fetch1('user') == subject_values[2]
 
     # Does not have example data:
     # assert len(genotyping.Sequence()) == 0
@@ -70,11 +84,12 @@ def test_ingest_subjects(pipeline, subjects_csv, ingest_subjects):
 def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
     """Check length/contents of Session.SessionDirectory"""
     session = pipeline['session']
-    assert len(session.Session()) == 2
+    assert len(session.Session()) == 3, f'Check Session: len={len(session.Session())}'
+    assert len(session.ProjectSession()) == 3, \
+        f'Check ProjectSession: len={len(session.ProjectSession())}'
 
     sessions, _ = sessions_csv
     for sess in sessions[1:]:
         sess = sess.split(",")
-        assert (session.SessionDirectory
-                & {'subject': sess[0]}
-                ).fetch1('session_dir') == sess[2]
+        assert (session.SessionDirectory & {'subject': sess[0]}
+                & {'session_datetime': sess[2]}).fetch1('session_dir') == sess[3]
diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
index 2136fa1..79c10b5 100644
--- a/tests/test_pipeline_generation.py
+++ b/tests/test_pipeline_generation.py
@@ -4,6 +4,8 @@
     3. Assert subject link to session
 '''
 
+__all__ = ['pipeline']
+
 from . import pipeline
 
 
@@ -20,6 +22,22 @@ def test_generate_pipeline(pipeline):
     assert subject_lab_tbl.full_table_name == \
         subject.Subject.Lab.full_table_name
 
+    # test connection Subject -> schema children
+    session_tbl, _, subject_line_tbl, subject_protocol_tbl, subject_source_tbl, \
+        subject_strain_tbl, subject_user_tbl, subject_cull_table, subject_death_tbl,\
+        subject_zygotsity_tbl = subject.Subject.children(as_objects=True)
+    assert session_tbl.full_table_name == session.Session.full_table_name
+    assert subject_line_tbl.full_table_name == subject.Subject.Line.full_table_name
+    assert subject_protocol_tbl.full_table_name == \
+        subject.Subject.Protocol.full_table_name
+    assert subject_source_tbl.full_table_name == subject.Subject.Source.full_table_name
+    assert subject_strain_tbl.full_table_name == subject.Subject.Strain.full_table_name
+    assert subject_user_tbl.full_table_name == subject.Subject.User.full_table_name
+    assert subject_cull_table.full_table_name == \
+        subject.SubjectCullMethod.full_table_name
+    assert subject_death_tbl.full_table_name == subject.SubjectDeath.full_table_name
+    assert subject_zygotsity_tbl.full_table_name == subject.Zygosity.full_table_name
+
     # test connection Subject->Session
     subject_tbl, *_ = session.Session.parents(as_objects=True)
     assert subject_tbl.full_table_name == subject.Subject.full_table_name
diff --git a/user_data/lab/project_users.csv b/user_data/lab/project_users.csv
index 332ff90..fe21d31 100644
--- a/user_data/lab/project_users.csv
+++ b/user_data/lab/project_users.csv
@@ -2,4 +2,5 @@ user,project
 Sherlock,ProjA
 Sherlock,ProjB
 Watson,ProjB
-Dr. Candace Pert,ProjA
\ No newline at end of file
+Dr. Candace Pert,ProjA
+User1,ProjA
diff --git a/user_data/lab/users.csv b/user_data/lab/users.csv
index 29d0ed5..6d6a8bd 100644
--- a/user_data/lab/users.csv
+++ b/user_data/lab/users.csv
@@ -1,4 +1,5 @@
 lab,user,user_role,user_email,user_cellphone
 LabA,Sherlock,PI,Sherlock@BakerSt.com,+44 20 7946 0344
 LabA,Watson,Dr,DrWatson@BakerSt.com,+44 73 8389 1763
-LabB,Dr. Candace Pert,PI,Pert@gmail.com,+44 74 4046 5899
\ No newline at end of file
+LabB,Dr. Candace Pert,PI,Pert@gmail.com,+44 74 4046 5899
+LabA,User1,Lab Tech,fake@email.com,+44 1632 960103
diff --git a/user_data/session/sessions.csv b/user_data/session/sessions.csv
index c316d74..1d83729 100644
--- a/user_data/session/sessions.csv
+++ b/user_data/session/sessions.csv
@@ -1,3 +1,4 @@
-subject,session_datetime,session_dir,session_note
-subject5,2020-04-15 11:16:38,/subject5/session1,'Successful data collection, no notes'
-subject6,2021-06-02 14:04:22,/subject6/session1,'Ambient temp abnormally low'
\ No newline at end of file
+subject,project,session_datetime,session_dir,session_note
+subject5,ProjA,2020-04-15 11:16:38,/subject5/session1,'Successful data collection, no notes'
+subject5,ProjA,2020-05-12 04:13:07,subject5\session1,'Data collection notes'
+subject6,ProjA,2021-06-02 14:04:22,/subject6/session1,'Ambient temp abnormally low'
diff --git a/user_data/subject/subjects.csv b/user_data/subject/subjects.csv
index 862269b..bf63d78 100644
--- a/user_data/subject/subjects.csv
+++ b/user_data/subject/subjects.csv
@@ -1,3 +1,3 @@
 subject,sex,subject_birth_date,subject_description,death_date,cull_method
 subject5,F,2020-01-01 00:00:01,rich,2020-10-02 00:00:01,natural causes
-subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
\ No newline at end of file
+subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
diff --git a/user_data/subject/subjects_part.csv b/user_data/subject/subjects_part.csv
new file mode 100644
index 0000000..ef99174
--- /dev/null
+++ b/user_data/subject/subjects_part.csv
@@ -0,0 +1,3 @@
+subject,protocol,user,line,strain,source,lab
+subject6,ProtA,User1,line,strain,source,LabA
+subject5,ProtA,User1,line,strain,source,LabA
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 6d877ec..f1fd7a4 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -66,6 +66,7 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
 
 
 def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
+                    subject_part_csv_path='./user_data/subject/subjects_part.csv',
                     skip_duplicates=True):
     """
     Inserts data from a subject csv into corresponding subject schema tables
@@ -73,9 +74,10 @@ def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
     :param subject_csv_path:     relative path of subject csv
     :param skip_duplicates=True: datajoint insert function param
     """
-    csvs = [subject_csv_path, subject_csv_path, subject_csv_path]
-    tables = [subject.Subject(), subject.SubjectDeath(),
-              subject.SubjectCullMethod()]
+    csvs = [subject_csv_path, subject_csv_path, subject_csv_path,
+            subject_part_csv_path, subject_part_csv_path]
+    tables = [subject.Subject(), subject.SubjectDeath(), subject.SubjectCullMethod(),
+              subject.Subject.Protocol(), subject.Subject.User()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
@@ -90,9 +92,9 @@ def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
     :param session_csv_path:     relative path of subject csv
     :param skip_duplicates=True: datajoint insert function param
     """
-    csvs = [session_csv_path, session_csv_path, session_csv_path]
+    csvs = [session_csv_path, session_csv_path, session_csv_path, session_csv_path]
     tables = [session.Session(), session.SessionDirectory(),
-              session.SessionNote()]
+              session.SessionNote(), session.ProjectSession()]
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
 
diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index e3fb0b6..dc9d301 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -7,9 +7,10 @@
 from element_animal.subject import Subject
 # from element_animal.genotyping import Sequence, BreedingPair, Cage,\
 #                                       SubjectCaging, GenotypeTest
-from element_lab.lab import Source, Lab, Protocol, User, Project, ProjectKeywords,\
-                            ProjectPublication, ProjectSourceCode, ProjectUser
-from element_session.session import Session
+from element_lab.lab import Source, Lab, Protocol, User, Project, ProjectUser
+from element_lab.lab import ProjectKeywords, ProjectPublication, ProjectSourceCode
+from element_session.session import Session, SessionDirectory, SessionExperimenter
+from element_session.session import SessionNote, ProjectSession
 
 if 'custom' not in dj.config:
     dj.config['custom'] = {}
@@ -18,7 +19,8 @@
 
 __all__ = ['genotyping', 'session', 'Subject', 'Source', 'Lab', 'Protocol', 'User',
            'Project', 'ProjectKeywords', 'ProjectPublication', 'ProjectSourceCode',
-           'ProjectUser', 'Session']
+           'ProjectUser', 'Session', 'SessionDirectory', 'SessionExperimenter',
+           'SessionNote', 'ProjectSession']
 
 # Activate "lab", "subject", "session" schema -------------
 

From 32df6bce3713367d148902429e6ccb95c3e352da Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Thu, 3 Feb 2022 12:49:30 -0600
Subject: [PATCH 32/46] Fix coverage output, Add verbosity option. See details

docker-compose-test.yaml: fix -cov hyphen->underscore
requirements.txt: version bump element-lab to new version with ProjectKeywords table
setup.py: restructure following wf-ephys format
tests/__init__.py: add verbosity boolean to clean integration test output
workflow_session/ingest.py: add optional verbosity function arguments
workflow_session/paths.py: remove unused root_dir function

regarding verbosity: I found removing print statements made it easier to see which tests passed
---
 docker-compose-test.yaml   |  3 ++-
 requirements.txt           |  2 +-
 setup.py                   |  8 +++++---
 tests/__init__.py          | 39 ++++++++++++++++++++++++++++----------
 workflow_session/ingest.py | 35 ++++++++++++++++++++--------------
 workflow_session/paths.py  |  6 ------
 6 files changed, 58 insertions(+), 35 deletions(-)

diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
index 298661c..28cbe7d 100644
--- a/docker-compose-test.yaml
+++ b/docker-compose-test.yaml
@@ -1,3 +1,4 @@
+# export COMPOSE_DOCKER_CLI_BUILD=0 # some machines need for smooth --build
 # docker-compose -f docker-compose-test.yaml up --build
 # docker exec -it workflow-session_workflow_1 /bin/bash
 # docker-compose -f docker-compose-test.yaml down
@@ -29,7 +30,7 @@ services:
       - -c
       - |
         echo "------ INTEGRATION TESTS ------"
-        pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings
+        pytest -sv --cov-report term-missing --cov=workflow_session -p no:warnings
         tail -f /dev/null
     volumes:
       - ./apt_requirements.txt:/tmp/apt_requirements.txt
diff --git a/requirements.txt b/requirements.txt
index 3cf9e25..8cf9a5d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 datajoint>=0.13.0
-element-lab==0.1.0b0
+element-lab==0.1.0b1
 element-animal==0.1.0b0
 element-session==0.1.0b0
 ipykernel
diff --git a/setup.py b/setup.py
index cc6bd5d..bbdb2fa 100644
--- a/setup.py
+++ b/setup.py
@@ -1,8 +1,7 @@
-#!/usr/bin/env python
 from setuptools import setup, find_packages
 from os import path
-import sys
 
+pkg_name = 'workflow_session'
 here = path.abspath(path.dirname(__file__))
 
 long_description = """"
@@ -17,6 +16,9 @@
 with open(path.join(here, 'requirements.txt')) as f:
     requirements = f.read().splitlines()
 
+with open(path.join(here, pkg_name, 'version.py')) as f:
+    exec(f.read())
+
 setup(
     name='workflow-session',
     version=__version__,
@@ -26,7 +28,7 @@
     author_email='info@datajoint.com',
     license='MIT',
     url='https://github.com/datajoint/workflow-session',
-    keywords='neuroscience lab-management animal-management session-management datajoint',
+    keywords='neuroscience lab-management animal-management session datajoint',
     packages=find_packages(exclude=['contrib', 'docs', 'tests*']),
     install_requires=requirements,
 )
diff --git a/tests/__init__.py b/tests/__init__.py
index 380f343..3abb04f 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,11 +1,12 @@
 '''
 run all tests:
-    pytest -sv --cov-report term-missing --cov=workflow-session -p no:warnings tests/
+    pytest -sv --cov-report term-missing --cov=workflow_session -p no:warnings tests/
 run one test, debug:
     pytest [above options] --pdb tests/tests_name.py -k function_name
 '''
 
 import os
+import sys
 import pytest
 import pathlib
 import datajoint as dj
@@ -13,6 +14,7 @@
 # ------------------- SOME CONSTANTS -------------------
 
 _tear_down = True
+verbose = False
 
 pathlib.Path('./tests/user_data').mkdir(exist_ok=True)
 pathlib.Path('./tests/user_data/lab').mkdir(exist_ok=True)
@@ -32,7 +34,18 @@ def write_csv(content, path):
         for line in content:
             f.write(line+'\n')
 
-# ------------------- FIXTURES -------------------
+
+class QuietStdOut:
+    """If verbose set to false, used to quiet tear_down table.delete prints"""
+    def __enter__(self):
+        self._original_stdout = sys.stdout
+        sys.stdout = open(os.devnull, 'w')
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        sys.stdout.close()
+        sys.stdout = self._original_stdout
+
+# ---------------------- FIXTURES ----------------------
 
 
 @pytest.fixture(autouse=True)
@@ -63,9 +76,15 @@ def pipeline():
            'lab': pipeline.lab}
 
     if _tear_down:
-        pipeline.subject.Subject.delete()
-        pipeline.session.Session.delete()
-        pipeline.lab.Lab.delete()
+        if verbose:
+            pipeline.subject.Subject.delete()
+            pipeline.session.Session.delete()
+            pipeline.lab.Lab.delete()
+        else:
+            with QuietStdOut():
+                pipeline.subject.Subject.delete()
+                pipeline.session.Session.delete()
+                pipeline.lab.Lab.delete()
 
 
 @pytest.fixture
@@ -204,7 +223,7 @@ def ingest_lab(pipeline, lab_csv, lab_project_csv, lab_publications_csv,
                keyword_csv_path=lab_keyword_csv_path,
                protocol_csv_path=lab_protocol_csv_path,
                users_csv_path=lab_user_csv_path,
-               project_user_csv_path=lab_project_user_csv_path)
+               project_user_csv_path=lab_project_user_csv_path, verbose=verbose)
     return
 
 
@@ -239,13 +258,13 @@ def subjects_part_csv():
 
 
 @pytest.fixture
-def ingest_subjects(pipeline, subjects_csv, subjects_part_csv):
+def ingest_subjects(pipeline, ingest_lab, subjects_csv, subjects_part_csv):
     """From workflow_session ingest.py, import ingest_subjects, run"""
     from workflow_session.ingest import ingest_subjects
     _, subject_csv_path = subjects_csv
     _, subject_part_csv_path = subjects_part_csv
     ingest_subjects(subject_csv_path=subject_csv_path,
-                    subject_part_csv_path=subject_part_csv_path)
+                    subject_part_csv_path=subject_part_csv_path, verbose=verbose)
     return
 
 
@@ -268,11 +287,11 @@ def sessions_csv():
 
 
 @pytest.fixture
-def ingest_sessions(ingest_subjects, sessions_csv):
+def ingest_sessions(ingest_lab, ingest_subjects, sessions_csv):
     """From workflow_session ingest.py, import ingest_sessions, run"""
     from workflow_session.ingest import ingest_sessions
     _, session_csv_path = sessions_csv
-    ingest_sessions(session_csv_path=session_csv_path)
+    ingest_sessions(session_csv_path=session_csv_path, verbose=verbose)
     return
 
 
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index f1fd7a4..59daaae 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -3,7 +3,7 @@
 
 
 def ingest_general(csvs, tables,
-                   skip_duplicates=True):
+                   skip_duplicates=True, verbose=True):
     """
     Inserts data from a series of csvs into their corresponding table:
         e.g., ingest_general(['./lab_data.csv', './proj_data.csv'],
@@ -11,17 +11,20 @@ def ingest_general(csvs, tables,
     ingest_general(csvs, tables, skip_duplicates=True)
         :param csvs: list of relative paths to CSV files
         :param tables: list of datajoint tables with ()
+        :param verbose: print number inserted (i.e., table length change)
     """
     for insert, table in zip(csvs, tables):
         with open(insert, newline='') as f:
             data = list(csv.DictReader(f, delimiter=','))
-        prev_len = len(table)
+        if verbose:
+            prev_len = len(table)
         table.insert(data, skip_duplicates=skip_duplicates,
                      # Ignore Extra because some CSVs feed/mult tables
                      ignore_extra_fields=True)
-        insert_len = len(table) - prev_len     # report length change
-        print(f'\n---- Inserting {insert_len} entry(s) '
-              + f'into {table.table_name} ----')
+        if verbose:
+            insert_len = len(table) - prev_len     # report length change
+            print(f'\n---- Inserting {insert_len} entry(s) '
+                  + f'into {table.table_name} ----')
 
     # Future enhancement: permit embedded lists
     # Currently requires a csv to be listed multiple times
@@ -35,7 +38,7 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
                protocol_csv_path='./user_data/lab/protocols.csv',
                users_csv_path='./user_data/lab/users.csv',
                project_user_csv_path='./user_data/lab/project_users.csv',
-               skip_duplicates=True):
+               skip_duplicates=True, verbose=True):
     """
     Inserts data from a CSVs into their corresponding lab schema tables.
     By default, uses data from workflow_session/user_data/lab/
@@ -46,6 +49,7 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
     :param protocol_csv_path: relative path of protocol csv
     :param users_csv_path:    relative path of users csv
     :param skip_duplicates=True: datajoint insert function param
+    :param verbose: print number inserted (i.e., table length change)
     """
 
     # List with repeats for when mult dj.tables fed by same CSV
@@ -62,41 +66,44 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
               lab.UserRole(), lab.User(), lab.LabMembership(),
               lab.ProjectUser()]
 
-    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates, verbose=verbose)
 
 
 def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
                     subject_part_csv_path='./user_data/subject/subjects_part.csv',
-                    skip_duplicates=True):
+                    skip_duplicates=True, verbose=True):
     """
     Inserts data from a subject csv into corresponding subject schema tables
     By default, uses data from workflow_session/user_data/subject/
-    :param subject_csv_path:     relative path of subject csv
+    :param subject_csv_path:      relative path of csv for subject data
+    :param subject_part_csv_path: relative path of csv for subject part tables
     :param skip_duplicates=True: datajoint insert function param
+    :param verbose: print number inserted (i.e., table length change)
     """
     csvs = [subject_csv_path, subject_csv_path, subject_csv_path,
-            subject_part_csv_path, subject_part_csv_path]
+            subject_part_csv_path, subject_part_csv_path, subject_part_csv_path]
     tables = [subject.Subject(), subject.SubjectDeath(), subject.SubjectCullMethod(),
-              subject.Subject.Protocol(), subject.Subject.User()]
+              subject.Subject.Protocol(), subject.Subject.User(), subject.Subject.Lab()]
 
-    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates, verbose=verbose)
 
     # TODO: add allele and genotyping data
 
 
 def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
-                    skip_duplicates=True):
+                    skip_duplicates=True, verbose=True):
     """
     Inserts data from a sessions csv into corresponding session schema tables
     By default, uses data from workflow_session/user_data/session/
     :param session_csv_path:     relative path of subject csv
     :param skip_duplicates=True: datajoint insert function param
+    :param verbose: print number inserted (i.e., table length change)
     """
     csvs = [session_csv_path, session_csv_path, session_csv_path, session_csv_path]
     tables = [session.Session(), session.SessionDirectory(),
               session.SessionNote(), session.ProjectSession()]
 
-    ingest_general(csvs, tables, skip_duplicates=skip_duplicates)
+    ingest_general(csvs, tables, skip_duplicates=skip_duplicates, verbose=verbose)
 
 
 if __name__ == '__main__':
diff --git a/workflow_session/paths.py b/workflow_session/paths.py
index 2e87d92..53ea76b 100644
--- a/workflow_session/paths.py
+++ b/workflow_session/paths.py
@@ -1,9 +1,3 @@
-import datajoint as dj
-
-
-def get_root_data_dir():
-    root_data_dirs = dj.config.get('custom', {}).get('root_data_dir', None)
-    return root_data_dirs if root_data_dirs else None
 
 
 def get_session_directory(session_key: dict) -> str:

From 3409ded4ba3ac121cac4e87e307547c72b0f4a39 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Mon, 28 Feb 2022 09:24:27 -0600
Subject: [PATCH 33/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 CHANGELOG.md         | 4 ++--
 LICENSE              | 2 +-
 apt-requirements.txt | 1 +
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 42a43c5..cdf4eb8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,12 +11,12 @@ Observes [Semantic Versioning](https://semver.org/spec/v2.0.0.html) standard and
 + Name `workflow-animal` -> `workflow-session`
 
 
-## 0.0.0b1 - 2021-03-24
+## [0.0.0b1] - 2021-03-24
 ### Added
 + First beta release
 
 
-## 0.0.0a1 - 2021-03-18
+## [0.0.0a1] - 2021-03-18
 ### Added
 + Added notebooks
 
diff --git a/LICENSE b/LICENSE
index 6bf141b..2f92789 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2021 DataJoint
+Copyright (c) 2022 DataJoint
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/apt-requirements.txt b/apt-requirements.txt
index 3daada4..2907e3f 100644
--- a/apt-requirements.txt
+++ b/apt-requirements.txt
@@ -1 +1,2 @@
+git
 locales-all
\ No newline at end of file

From 9b613b0610807c067bdd98744561bcc2f58f22ec Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Mon, 28 Feb 2022 09:25:09 -0600
Subject: [PATCH 34/46] rename apt_requirements.txt

---
 .../apt-requirements.txt                                       | 0
 user_data/subject/subjects.csv                                 | 3 +++
 workflow_session/export.py                                     | 3 +++
 3 files changed, 6 insertions(+)
 rename apt-requirements.txt => apt_requirements.txt/apt-requirements.txt (100%)
 create mode 100644 workflow_session/export.py

diff --git a/apt-requirements.txt b/apt_requirements.txt/apt-requirements.txt
similarity index 100%
rename from apt-requirements.txt
rename to apt_requirements.txt/apt-requirements.txt
diff --git a/user_data/subject/subjects.csv b/user_data/subject/subjects.csv
index bf63d78..c11552f 100644
--- a/user_data/subject/subjects.csv
+++ b/user_data/subject/subjects.csv
@@ -1,3 +1,6 @@
 subject,sex,subject_birth_date,subject_description,death_date,cull_method
 subject5,F,2020-01-01 00:00:01,rich,2020-10-02 00:00:01,natural causes
 subject6,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
+subjectX,F,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
+subjectY,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
+subjectZ,M,2020-01-01 00:00:01,manuel,2020-10-03 00:00:01,natural causes
diff --git a/workflow_session/export.py b/workflow_session/export.py
new file mode 100644
index 0000000..5a92c2f
--- /dev/null
+++ b/workflow_session/export.py
@@ -0,0 +1,3 @@
+import datajoint as dj
+
+from element_session.export.nwb import session_to_nwb

From c48bdf6270243abdfe70c1ef66c4d9c28503067e Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Mon, 28 Feb 2022 13:02:54 -0600
Subject: [PATCH 35/46] rename apt_requirements

---
 ....txt => apt_requirements.txt~6b9528a (rename apt_requirements) | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename apt_requirements.txt/apt-requirements.txt => apt_requirements.txt~6b9528a (rename apt_requirements) (100%)

diff --git a/apt_requirements.txt/apt-requirements.txt b/apt_requirements.txt~6b9528a (rename apt_requirements)
similarity index 100%
rename from apt_requirements.txt/apt-requirements.txt
rename to apt_requirements.txt~6b9528a (rename apt_requirements)

From 38749c19405ef54e4cdc57e2526fbf780e576c33 Mon Sep 17 00:00:00 2001
From: Chris Broz <CBroz@datajoint.com>
Date: Mon, 28 Feb 2022 13:05:13 -0600
Subject: [PATCH 36/46] rename typo

---
 ....txt~6b9528a (rename apt_requirements) => apt_requirements.txt | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename apt_requirements.txt~6b9528a (rename apt_requirements) => apt_requirements.txt (100%)

diff --git a/apt_requirements.txt~6b9528a (rename apt_requirements) b/apt_requirements.txt
similarity index 100%
rename from apt_requirements.txt~6b9528a (rename apt_requirements)
rename to apt_requirements.txt

From 223d8b9e48ba5b5beac56eee6d137875de710e0c Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Tue, 1 Mar 2022 16:11:24 -0600
Subject: [PATCH 37/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 Dockerfile.test          | 4 ++--
 docker-compose-test.yaml | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/Dockerfile.test b/Dockerfile.test
index 5351e15..c9e963c 100644
--- a/Dockerfile.test
+++ b/Dockerfile.test
@@ -8,14 +8,14 @@ USER anaconda
 WORKDIR /main/workflow-session
 
 # Option 1 - Install DataJoint's remote fork of the workflow and elements
-# RUN git clone https://github.com/datajoint/workflow-session.git /main/workflow-session
+# RUN git clone https://github.com/datajoint/workflow-session.git /main/
 
 # Option 2 - Install user's remote fork of element and workflow
 #            or an unreleased version of the element
 # RUN pip install git+https://github.com/cbroz1/element-lab.git
 # RUN pip install git+https://github.com/<user>/element-animal.git
 # RUN pip install git+https://github.com/<user>/element-session.git
-# RUN git clone https://github.com/<user>/workflow-session.git /main/workflow-session
+# RUN git clone https://github.com/<user>/workflow-session.git /main/
 
 # Option 3 - Install user's local fork of element and workflow
 RUN mkdir /main/element-lab
diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
index 28cbe7d..7312259 100644
--- a/docker-compose-test.yaml
+++ b/docker-compose-test.yaml
@@ -21,7 +21,7 @@ services:
     env_file: .env
     image: workflow_session:0.0.0b2
     environment:
-      - DJ_HOST=workflow-session_db_1
+      - DJ_HOST=db
       - DJ_USER=root
       - DJ_PASS=simple
       - DATABASE_PREFIX=test_

From ab6720e0e1c3033d7016039ec15b8b0bd11d0c96 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Tue, 1 Mar 2022 16:49:55 -0600
Subject: [PATCH 38/46] Apply suggestions from code review: revise import
 formatting

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 workflow_session/pipeline.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index dc9d301..e52eef1 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -5,12 +5,12 @@
 from element_session import session
 
 from element_animal.subject import Subject
-# from element_animal.genotyping import Sequence, BreedingPair, Cage,\
-#                                       SubjectCaging, GenotypeTest
-from element_lab.lab import Source, Lab, Protocol, User, Project, ProjectUser
-from element_lab.lab import ProjectKeywords, ProjectPublication, ProjectSourceCode
-from element_session.session import Session, SessionDirectory, SessionExperimenter
-from element_session.session import SessionNote, ProjectSession
+from element_animal.genotyping import Sequence, BreedingPair, Cage,\
+                                      SubjectCaging, GenotypeTest
+from element_lab.lab import Source, Lab, Protocol, User, Project, ProjectUser, \
+                                                  ProjectKeywords, ProjectPublication, ProjectSourceCode
+from element_session.session import Session, SessionDirectory, SessionExperimenter, \
+                                                                 SessionNote, ProjectSession
 
 if 'custom' not in dj.config:
     dj.config['custom'] = {}

From 51e3f7a7efaee884f31f499ff52ba6ee789f122a Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Tue, 1 Mar 2022 16:57:41 -0600
Subject: [PATCH 39/46] Apply suggestions from code review: activate genotyping
 shema

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 workflow_session/pipeline.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/workflow_session/pipeline.py b/workflow_session/pipeline.py
index e52eef1..dc56017 100644
--- a/workflow_session/pipeline.py
+++ b/workflow_session/pipeline.py
@@ -22,7 +22,7 @@
            'ProjectUser', 'Session', 'SessionDirectory', 'SessionExperimenter',
            'SessionNote', 'ProjectSession']
 
-# Activate "lab", "subject", "session" schema -------------
+# Activate "lab", "subject", "session", "genotyping" schemas -------------
 
 lab.activate(db_prefix + 'lab')
 
@@ -31,4 +31,4 @@
 Experimenter = lab.User
 session.activate(db_prefix + 'session', linking_module=__name__)
 
-# genotyping.activate(db_prefix + 'genotyping', linking_module=__name__)
+genotyping.activate(db_prefix + 'genotyping', db_prefix + 'subject', linking_module=__name__)

From c10c7020278f65f87ce083ae2d07c919f4f4fcb1 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Thu, 3 Mar 2022 11:16:29 -0600
Subject: [PATCH 40/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 Dockerfile.test           | 10 +++-------
 user_data/lab/sources.csv |  2 +-
 2 files changed, 4 insertions(+), 8 deletions(-)

diff --git a/Dockerfile.test b/Dockerfile.test
index c9e963c..e676e28 100644
--- a/Dockerfile.test
+++ b/Dockerfile.test
@@ -1,10 +1,6 @@
 FROM datajoint/djlab:py3.8-debian
 
-USER root
-RUN apt-get update -y
-RUN apt-get install git -y
-
-USER anaconda
+USER anaconda:anaconda
 WORKDIR /main/workflow-session
 
 # Option 1 - Install DataJoint's remote fork of the workflow and elements
@@ -12,7 +8,7 @@ WORKDIR /main/workflow-session
 
 # Option 2 - Install user's remote fork of element and workflow
 #            or an unreleased version of the element
-# RUN pip install git+https://github.com/cbroz1/element-lab.git
+# RUN pip install git+https://github.com/<user>/element-lab.git
 # RUN pip install git+https://github.com/<user>/element-animal.git
 # RUN pip install git+https://github.com/<user>/element-session.git
 # RUN git clone https://github.com/<user>/workflow-session.git /main/
@@ -31,5 +27,5 @@ COPY --chown=anaconda:anaconda ./workflow-session /main/workflow-session
 # RUN rm -f /main/workflow-session/dj_local_conf.json
 
 # Install the workflow
-RUN pip install /main/workflow-session
+RUN pip install -e /main/workflow-session
 RUN pip install -r /main/workflow-session/requirements_test.txt
diff --git a/user_data/lab/sources.csv b/user_data/lab/sources.csv
index 43c5cee..dc9eafb 100644
--- a/user_data/lab/sources.csv
+++ b/user_data/lab/sources.csv
@@ -1,2 +1,2 @@
 source, source_name, contact_details, source_description
-Provider1, Example Provider, +44 1632 960663 / Example@Provider.com, UK-based supplier of lab subjcts mus musculus
\ No newline at end of file
+Provider1, Example Provider, +44 1632 960663 / Example@Provider.com, UK-based supplier of lab subjects mus musculus
\ No newline at end of file

From 18f5a19d6166c11e79d467cb923b3e0e23a13436 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Thu, 3 Mar 2022 11:17:30 -0600
Subject: [PATCH 41/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 Dockerfile.dev | 6 +-----
 README.md      | 2 +-
 2 files changed, 2 insertions(+), 6 deletions(-)

diff --git a/Dockerfile.dev b/Dockerfile.dev
index a259816..1f2038c 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -1,10 +1,6 @@
 FROM datajoint/djlab:py3.8-debian
 
-USER root
-RUN apt-get update -y
-RUN apt-get install git -y
-
-USER anaconda
+USER anaconda:anaconda
 
 RUN mkdir /main/element-lab \
           /main/element-animal \
diff --git a/README.md b/README.md
index 2e9d1e5..2ff505c 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ This repository provides demonstrations for:
 Setting up a workflow using different elements (see [pipeline.py](workflow_session/pipeline.py))
 
 ## Workflow architecture
-The lab and experiment subject management workflow presented here uses components from two DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
+The lab and experiment subject management workflow presented here uses components from three DataJoint elements (element-lab, element-animal and element-session) assembled together into a functional workflow.
 
 ### element-lab
 

From 4542ed56d6ea2ff5b356fa2d7aaf6529fd0fa9f9 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Fri, 4 Mar 2022 11:10:11 -0600
Subject: [PATCH 42/46] Apply all suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 Dockerfile.dev             |  3 +++
 Dockerfile.test            |  3 +++
 docker-compose-test.yaml   |  2 +-
 workflow_session/ingest.py | 10 +++-------
 4 files changed, 10 insertions(+), 8 deletions(-)

diff --git a/Dockerfile.dev b/Dockerfile.dev
index 1f2038c..9751737 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -2,6 +2,9 @@ FROM datajoint/djlab:py3.8-debian
 
 USER anaconda:anaconda
 
+COPY ./workflow-session/apt_requirements.txt /tmp/
+RUN /entrypoint.sh echo "Installed dependencies."
+
 RUN mkdir /main/element-lab \
           /main/element-animal \
           /main/element-session \
diff --git a/Dockerfile.test b/Dockerfile.test
index e676e28..5975f27 100644
--- a/Dockerfile.test
+++ b/Dockerfile.test
@@ -1,6 +1,9 @@
 FROM datajoint/djlab:py3.8-debian
 
 USER anaconda:anaconda
+
+COPY ./workflow-session/apt_requirements.txt /tmp/
+RUN /entrypoint.sh echo "Installed dependencies."
 WORKDIR /main/workflow-session
 
 # Option 1 - Install DataJoint's remote fork of the workflow and elements
diff --git a/docker-compose-test.yaml b/docker-compose-test.yaml
index 7312259..3c4b7f4 100644
--- a/docker-compose-test.yaml
+++ b/docker-compose-test.yaml
@@ -19,7 +19,7 @@ services:
       context: ../
       dockerfile: ./workflow-session/Dockerfile.test
     env_file: .env
-    image: workflow_session:0.0.0b2
+    image: workflow_session_test:0.0.0b2
     environment:
       - DJ_HOST=db
       - DJ_USER=root
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index 59daaae..c845669 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -13,22 +13,19 @@ def ingest_general(csvs, tables,
         :param tables: list of datajoint tables with ()
         :param verbose: print number inserted (i.e., table length change)
     """
-    for insert, table in zip(csvs, tables):
-        with open(insert, newline='') as f:
+    for csv_filepath, table in zip(csvs, tables):
+        with open(csv_filepath, newline='') as f:
             data = list(csv.DictReader(f, delimiter=','))
         if verbose:
             prev_len = len(table)
         table.insert(data, skip_duplicates=skip_duplicates,
-                     # Ignore Extra because some CSVs feed/mult tables
+                     # Ignore extra fields because some CSVs feed multiple tables
                      ignore_extra_fields=True)
         if verbose:
             insert_len = len(table) - prev_len     # report length change
             print(f'\n---- Inserting {insert_len} entry(s) '
                   + f'into {table.table_name} ----')
 
-    # Future enhancement: permit embedded lists
-    # Currently requires a csv to be listed multiple times
-    # if feeding multiple tables. Could instead take lists of lists.
 
 
 def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
@@ -87,7 +84,6 @@ def ingest_subjects(subject_csv_path='./user_data/subject/subjects.csv',
 
     ingest_general(csvs, tables, skip_duplicates=skip_duplicates, verbose=verbose)
 
-    # TODO: add allele and genotyping data
 
 
 def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',

From a471eafb12d1d5301f6912e35d318135c328f3af Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Mon, 7 Mar 2022 07:16:33 -0600
Subject: [PATCH 43/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 README.md                  |  8 ++++----
 tests/__init__.py          | 40 +-------------------------------------
 tests/test_ingest.py       |  6 +-----
 workflow_session/ingest.py |  7 ++++---
 4 files changed, 10 insertions(+), 51 deletions(-)

diff --git a/README.md b/README.md
index 2ff505c..39361af 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ The lab and experiment subject management workflow presented here uses component
 ### element-lab
 
 ![element-lab](
-https://github.com/datajoint/element-lab/raw/main/images/element_lab_diagram.svg)
+https://github.com/datajoint/element-lab/raw/main/images/lab_diagram.svg)
 
 ### element-animal
 
@@ -37,11 +37,11 @@ This workflow serves as an example of the upstream part of a typical data workfl
 
 ## Installation instructions
 
-+ The installation instructions can be found at [datajoint-elements/install.md](
-     https://github.com/datajoint/datajoint-elements/blob/main/install.md).
++ The installation instructions can be found in the [datajoint-elements repository](
+     https://github.com/datajoint/datajoint-elements/blob/main/gh-pages/docs/install.md).
 
 ## Interacting with the DataJoint workflow
 
 + Please refer to the following workflow-specific
 [Jupyter notebooks](/notebooks) for an in-depth explanation of how to run the
-workflow ([1-Explore_Workflow.ipynb](notebooks/1_Explore_Workflow.ipynb).
+workflow ([1-Explore_Workflow.ipynb](notebooks/1_Explore_Workflow.ipynb)).
diff --git a/tests/__init__.py b/tests/__init__.py
index 3abb04f..c9e0193 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -21,7 +21,7 @@
 pathlib.Path('./tests/user_data/session').mkdir(exist_ok=True)
 pathlib.Path('./tests/user_data/subject').mkdir(exist_ok=True)
 
-# ------------------ GENERAL FUCNTION ------------------
+# ------------------ GENERAL FUNCTIONS ------------------
 
 
 def write_csv(content, path):
@@ -295,41 +295,3 @@ def ingest_sessions(ingest_lab, ingest_subjects, sessions_csv):
     return
 
 
-"""
-# FUTURE FIXTURES, pending sharable example data
-lab_sources_content=["source, source_name, contact_details,\
-                      source_description"]
-lab_sources_csv_path = pathlib.Path('./tests/user_data/lab/sources.csv')
-write_csv(lab_sources_content,lab_sources_csv_path)
-yeild lab_sources_content,lab_sources_csv_path
-lab_sources_csv_path.unlink()
-subject_allele_content=["allele, allele_standard_name,zygosity"]
-subject_allele_csv_path = pathlib.Path('./tests/user_data/subject/allele.csv')
-write_csv(subject_allele_content,subject_allele_csv_path)
-yeild subject_allele_content,subject_allele_csv_path
-subject_allele_csv_path.unlink()
-subject_genotyping_content=[]
-subject_genotyping_csv_path = pathlib.Path('./tests/user_data/subject/\
-                                            genotyping.csv')
-write_csv(subject_genotyping_content,subject_genotyping_csv_path)
-yeild subject_genotyping_content,subject_genotyping_csv_path
-subject_genotyping_csv_path.unlink()
-subject_line_content=["line, line_description, target_phenotype, is_active"]
-subject_line_csv_path = pathlib.Path('./tests/user_data/subject/line.csv')
-write_csv(subject_line_content,subject_line_csv_path)
-yeild subject_line_content,subject_line_csv_path
-subject_line_csv_path.unlink()
-subject_source_content=["allele,source_identifier,source_url,\
-                         expression_data_url"]
-subject_source_csv_path = pathlib.Path('./tests/user_data/subject/source.csv')
-write_csv(subject_source_content,subject_source_csv_path)
-yeild subject_source_content,subject_source_csv_path
-subject_source_csv_path.unlink()
-subject_strain_content=["strain, strain_standard_name, strain_desc"]
-subject_strain_csv_path = pathlib.Path('./tests/user_data/subject/strain.csv')
-write_csv(subject_strain_content,subject_strain_csv_path)
-yeild subject_strain_content,subject_strain_csv_path
-subject_strain_csv_path.unlink()
-subject_subjects_csv_path = pathlib.Path('./tests/user_data/subject/\
-                                          subjects.csv')
-"""
diff --git a/tests/test_ingest.py b/tests/test_ingest.py
index b532263..0c76ecc 100644
--- a/tests/test_ingest.py
+++ b/tests/test_ingest.py
@@ -1,6 +1,6 @@
 '''Tests ingestion into schema tables: Lab, Subject, Session
     1. Assert length of populating data from __init__
-    2. Assert exact matches of inserted data fore key tables
+    2. Assert exact matches of inserted data for key tables
 '''
 
 __all__ = ['dj_config', 'pipeline', 'lab_csv', 'lab_project_csv', 'lab_user_csv',
@@ -51,8 +51,6 @@ def test_ingest_lab(pipeline, ingest_lab,
         assert (lab.Protocol & {'protocol': protocol_values[0]}
                 ).fetch1('protocol_type') == protocol_values[1]
 
-    # Does not have example data:
-    # assert len(lab.Source()) == 0
 
 
 def test_ingest_subjects(pipeline, subjects_csv, subjects_part_csv, ingest_subjects):
@@ -77,8 +75,6 @@ def test_ingest_subjects(pipeline, subjects_csv, subjects_part_csv, ingest_subje
         assert (subject.Subject.User & {'subject': subject_values[0]}
                 ).fetch1('user') == subject_values[2]
 
-    # Does not have example data:
-    # assert len(genotyping.Sequence()) == 0
 
 
 def test_ingest_sessions(pipeline, sessions_csv, ingest_sessions):
diff --git a/workflow_session/ingest.py b/workflow_session/ingest.py
index c845669..3d0c0df 100644
--- a/workflow_session/ingest.py
+++ b/workflow_session/ingest.py
@@ -41,10 +41,11 @@ def ingest_lab(lab_csv_path='./user_data/lab/labs.csv',
     By default, uses data from workflow_session/user_data/lab/
     :param lab_csv_path:      relative path of lab csv
     :param project_csv_path:  relative path of project csv
-    :param pubs_csv_path:     relative path of publication csv
-    :param keyw_csv_path:     relative path of keyword csv
+    :param publication_csv_path:     relative path of publication csv
+    :param keyword_csv_path:     relative path of keyword csv
     :param protocol_csv_path: relative path of protocol csv
     :param users_csv_path:    relative path of users csv
+    :param project_user_csv_path: relative path of project users csv
     :param skip_duplicates=True: datajoint insert function param
     :param verbose: print number inserted (i.e., table length change)
     """
@@ -91,7 +92,7 @@ def ingest_sessions(session_csv_path='./user_data/session/sessions.csv',
     """
     Inserts data from a sessions csv into corresponding session schema tables
     By default, uses data from workflow_session/user_data/session/
-    :param session_csv_path:     relative path of subject csv
+    :param session_csv_path:     relative path of session csv
     :param skip_duplicates=True: datajoint insert function param
     :param verbose: print number inserted (i.e., table length change)
     """

From 8d1654ea26499156945e1f9d0a3c6f63ad15e084 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Mon, 7 Mar 2022 07:17:47 -0600
Subject: [PATCH 44/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 notebooks/1_Explore_Workflow.ipynb | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index f33fbe4..803afa0 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -1498,7 +1498,7 @@
    "id": "c47691a0-b016-4092-a5ad-fefff93c54dd",
    "metadata": {},
    "source": [
-    "For more documentation of insert, please refer to [DataJoint Docs](https://docs.datajoint.io/python/manipulation/1-Insert.html) and [DataJoint playground](https://playground.datajoint.io/)"
+    "For more documentation of insert, please refer to [DataJoint Docs](https://docs.datajoint.org/python/manipulation/1-Insert.html) and [DataJoint CodeBook](https://codebook.datajoint.io/)"
    ]
   },
   {
@@ -1506,7 +1506,7 @@
    "id": "13f8a8ed-2656-46d8-82ba-cdf130c4873e",
    "metadata": {},
    "source": [
-    "## Insert into Manual and Lookup tables with Graphical User Interface"
+    "## Insert into Manual and Lookup tables with a Graphical User Interface"
    ]
   },
   {
@@ -1514,7 +1514,7 @@
    "id": "4775dd80-8a54-47b7-a9ba-99995db9ff1a",
    "metadata": {},
    "source": [
-    "DataJoint also provides a Graphical User Interface [DataJoint Labbook](https://github.com/datajoint/datajoint-labbook) to support manual data insertions into DataJoint workflows. ![DataJoint Labbook preview](https://github.com/datajoint/datajoint-labbook/blob/master/docs/sphinx/_static/images/walkthroughDemoOptimized.gif)"
+    "DataJoint also provides a graphical user interface ([DataJoint LabBook](https://github.com/datajoint/datajoint-labbook)) to support manual data insertions into DataJoint workflows. ![DataJoint LabBook preview](https://github.com/datajoint/datajoint-labbook/blob/master/docs/sphinx/_static/images/walkthroughDemoOptimized.gif)"
    ]
   }
  ],

From f79f3e4a8e3f4e85f8d94c8fd6d2a818d03b229f Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Mon, 7 Mar 2022 09:31:30 -0600
Subject: [PATCH 45/46] Apply suggestions from code review

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 tests/test_pipeline_generation.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_pipeline_generation.py b/tests/test_pipeline_generation.py
index 79c10b5..323a3ea 100644
--- a/tests/test_pipeline_generation.py
+++ b/tests/test_pipeline_generation.py
@@ -24,7 +24,7 @@ def test_generate_pipeline(pipeline):
 
     # test connection Subject -> schema children
     session_tbl, _, subject_line_tbl, subject_protocol_tbl, subject_source_tbl, \
-        subject_strain_tbl, subject_user_tbl, subject_cull_table, subject_death_tbl,\
+        subject_strain_tbl, subject_user_tbl, subject_cull_tbl, subject_death_tbl,\
         subject_zygotsity_tbl = subject.Subject.children(as_objects=True)
     assert session_tbl.full_table_name == session.Session.full_table_name
     assert subject_line_tbl.full_table_name == subject.Subject.Line.full_table_name
@@ -33,7 +33,7 @@ def test_generate_pipeline(pipeline):
     assert subject_source_tbl.full_table_name == subject.Subject.Source.full_table_name
     assert subject_strain_tbl.full_table_name == subject.Subject.Strain.full_table_name
     assert subject_user_tbl.full_table_name == subject.Subject.User.full_table_name
-    assert subject_cull_table.full_table_name == \
+    assert subject_cull_tbl.full_table_name == \
         subject.SubjectCullMethod.full_table_name
     assert subject_death_tbl.full_table_name == subject.SubjectDeath.full_table_name
     assert subject_zygotsity_tbl.full_table_name == subject.Zygosity.full_table_name

From 967502d29f5479e07798288c65cb22c7809d8e83 Mon Sep 17 00:00:00 2001
From: Chris Brozdowski <CBrozdowski@yahoo.com>
Date: Mon, 7 Mar 2022 11:14:58 -0600
Subject: [PATCH 46/46] Update notebooks/1_Explore_Workflow.ipynb

Co-authored-by: Kabilar Gunalan <kabilar@datajoint.com>
---
 notebooks/1_Explore_Workflow.ipynb | 1 -
 1 file changed, 1 deletion(-)

diff --git a/notebooks/1_Explore_Workflow.ipynb b/notebooks/1_Explore_Workflow.ipynb
index 803afa0..cc3fba4 100644
--- a/notebooks/1_Explore_Workflow.ipynb
+++ b/notebooks/1_Explore_Workflow.ipynb
@@ -1076,7 +1076,6 @@
    "id": "c510fe4d-09ed-472f-830f-4401bd6830d0",
    "metadata": {},
    "source": [
-    "(Workflow needs continued development to import geotyping tables)"
    ]
   },
   {