From 5ba48915f341e6ccce8dc973a5dbed8130ca3c98 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 7 Sep 2018 18:48:10 +0000 Subject: [PATCH 01/59] Note on selecting minimal dataset... --- ImageProcessing/Re-RunHSC.ipynb | 22 +++++++++++++++------- 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/ImageProcessing/Re-RunHSC.ipynb b/ImageProcessing/Re-RunHSC.ipynb index afdbfe02..177b31ae 100644 --- a/ImageProcessing/Re-RunHSC.ipynb +++ b/ImageProcessing/Re-RunHSC.ipynb @@ -6,17 +6,17 @@ "source": [ "# HSC Re-Run: Making Forced Photometry Light Curves from Scratch\n", "\n", - "
Owner: **Justin Myles** ([@jtmyles](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@jtmyles))\n", + "
Owners: **Justin Myles** ([@jtmyles](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@jtmyles)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", "
Last Verified to Run: **2018-08-10**\n", "
Verified Stack Release: **16.0**\n", "\n", "This project addresses issue [#63: HSC Re-run](https://github.com/LSSTScienceCollaborations/StackClub/issues/63)\n", "\n", - "This notebook demonstrates the pipeline described in the [LSST Science Piplines data processing tutorial](https://pipelines.lsst.io/), from ingesting images (using the [obs_subaru](https://github.com/lsst/obs_subaru) package) through image processing, coaddition, source detection and object measurement all the way through to measuring forced photometry light curves in a small patch of the HSC sky (in the [ci_hsc](https://github.com/lsst/ci_hsc/) repository). \n", + "This notebook demonstrates the pipeline described in the [LSST Science Piplines data processing tutorial](https://pipelines.lsst.io/), from ingesting images (using the [obs_subaru](https://github.com/lsst/obs_subaru) package) through image processing, coaddition, source detection and object measurement all the way through to measuring forced photometry light curves in a small patch of the HSC sky (in the [ci_hsc](https://github.com/lsst/ci_hsc/) repository). It does this by calling a `bash` script, having first identified a minimal data set for demonstration purposes. \n", "\n", "### Learning Objectives:\n", "After working through and studying this notebook you should be able to understand how to use the DRP pipeline from image visualization through to a forced photometry light curve. Specific learning objectives include: \n", - " 1. [Configuring](https://pipelines.lsst.io/v/w-2018-12/modules/lsst.pipe.base/command-line-task-config-howto.html) and executing pipeline tasks in python as well as on the command line.\n", + " 1. [Configuring](https://pipelines.lsst.io/v/w-2018-12/modules/lsst.pipe.base/command-line-task-config-howto.html) and executing pipeline command line tasks.\n", " 2. The sequence of steps involved in the DRP pipeline.\n", " \n", "Other techniques that are demonstrated, but not emphasized, in this notebook are\n", @@ -37,11 +37,19 @@ "outputs": [], "source": [ "import os\n", - "os.system(\"eups list lsst_distrib\") #todo\n", + "# os.system(\"eups list lsst_distrib\") #todo\n", "import sys\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", - "import eups.setupcmd" + "# import eups.setupcmd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## A Minimal Test Dataset\n", + "We'll use the `ci_hsc` test dataset, and reprocess just enough of it to make a 5-point i-band light curve. This means choosing a single sky patch, and finding just the visits that lie within it. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2), given a coadd image. Our problem is that the `ci_hsc` repo doesn't contain any coadds, until we make them... So perhaps we need to work from the HSC dataset instead? or run the script, then interrogate the coadds it makes, then go back and \n" ] }, { @@ -50,7 +58,7 @@ "source": [ "## Pipeline Preview\n", "\n", - "Before we unpack the pipeline described in the [LSST Science Piplines data processing tutorial](https://pipelines.lsst.io/), let's look at the complete set of command line tasks assembled into an end-to-end data reduction script." + "The pipeline described in the [LSST Science Piplines data processing tutorial](https://pipelines.lsst.io/) contains a complete set of command line tasks that can be assembled into an end-to-end data reduction pipeline script. Let's see what this script looks like." ] }, { @@ -188,7 +196,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Part 2: Calibrating single frames\n", + "## Part 2: Calibrating single frames\n", "https://pipelines.lsst.io/getting-started/processccd.html" ] }, From b0e2c6f767c482fe0c14a6a995bc290267648517 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 7 Sep 2018 18:56:20 +0000 Subject: [PATCH 02/59] Started single repo tutorial --- Basics/Exploring_A_Data_Repo.ipynb | 182 +++++++++++++++++++++++++++++ 1 file changed, 182 insertions(+) create mode 100644 Basics/Exploring_A_Data_Repo.ipynb diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb new file mode 100644 index 00000000..727821bd --- /dev/null +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -0,0 +1,182 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exploring a Data Repository\n", + "\n", + "
Owner: **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", + "
Last Verified to Run: **2018-09-07**\n", + "
Verified Stack Release: **16.0**\n", + "\n", + "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", + "\n", + "### Learning Objectives:\n", + "After working through and studying this notebook you should be able to understand how to use the Butler to figure out: \n", + " 1. The available tracts and patches, and the properties of their coadd images\n", + " 2. TBD\n", + " \n", + "### Logistics\n", + "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", + "\n", + "\n", + "## Set Up" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The HSC Dataset: Coadd Images\n", + "We'll use the `hsc` dataset as our testing ground, and start by exploring its coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", + "\n", + "We'll need a butler to interrogate the `hsc` data repository, and then a single coadd image to work from." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from lsst.daf.persistence import Butler\n", + "\n", + "# Instantiate the butler\n", + "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", + "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", + "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", + "butler = Butler(repo)\n", + "\n", + "# The following does not work, because ci_hsc has not been ingested or reduced!\n", + "# butler = Butler('/project/shared/data/ci_hsc/')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Jim's function for returning the visits that went into a coadd:\n", + "def showInputs(butler, dataId, coaddType=\"deepCoadd\"):\n", + " coadd = butler.get(coaddType, **dataId)\n", + " visitInputs = coadd.getInfo().getCoaddInputs().visits\n", + " ccdInputs = coadd.getInfo().getCoaddInputs().ccds\n", + " ccdDict = dict((int(v), int(ccd)) for v, ccd in zip(ccdInputs.get(\"visit\"), ccdInputs.get(\"ccd\")))\n", + " for v in visitInputs.get(\"id\"):\n", + " md = butler.get(\"calexp_md\", visit=int(v), ccd=ccdDict[v])\n", + " print(\"%d %4.0f\" % (v, afwImage.Calib(md).getExptime()))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Find all tracts, and choose the first one we come to:\n", + "import os, glob\n", + "tracts = sorted([int(os.path.basename(x)) for x in\n", + " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", + "tract = tracts[15]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Find all patches in our tract, and choose the first one we come to. For this, we need the skymap:\n", + "skyMap = butler.get('deepCoadd_skyMap')\n", + "tractInfo = skyMap[tract]\n", + "patchInfo = tractInfo.getPatchInfo([0, 0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tractInfo" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "patchInfo" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Obtain a random dataid for a coadd image in the i-band\n", + "band = 'HSC-I'\n", + "patch = (0,0)\n", + "\n", + "subset = butler.subset('deepCoadd', dataId={'filter':band, 'tract':tract, 'patch':patch})\n", + "dataid = subset.cache[0]\n", + "print(dataid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "coadd = butler.get('deepCoadd', **dataid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "showInputs(butler, dataid)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "LSST", + "language": "python", + "name": "lsst" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 6886c75332355dff23a804fa0e575aa8436d245b Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 14 Sep 2018 17:24:02 +0000 Subject: [PATCH 03/59] Deal with warnings --- Basics/Exploring_A_Data_Repo.ipynb | 14 ++++++++++++- .../templates/template_Notebook.ipynb | 21 ++++++++----------- 2 files changed, 22 insertions(+), 13 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 727821bd..3b03c3fc 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -32,8 +32,13 @@ "source": [ "import os\n", "import sys\n", + "import warnings\n", "import matplotlib.pyplot as plt\n", - "%matplotlib inline" + "%matplotlib inline\n", + "\n", + "# Filter some warnings printed by v16.0 of the stack\n", + "warnings.simplefilter(\"ignore\", category=FutureWarning)\n", + "warnings.simplefilter(\"ignore\", category=UserWarning)" ] }, { @@ -156,6 +161,13 @@ "source": [ "showInputs(butler, dataid)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/GettingStarted/templates/template_Notebook.ipynb b/GettingStarted/templates/template_Notebook.ipynb index db8831b9..70eb1e62 100644 --- a/GettingStarted/templates/template_Notebook.ipynb +++ b/GettingStarted/templates/template_Notebook.ipynb @@ -47,17 +47,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "python: can't open file 'setup.py': [Errno 2] No such file or directory\n" - ] - } - ], + "outputs": [], "source": [ "! cd .. && python setup.py -q develop --user && cd -" ] @@ -71,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -125,7 +117,12 @@ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", - "from IPython.display import IFrame, display, Markdown" + "from IPython.display import IFrame, display, Markdown\n", + "import warnings\n", + "\n", + "# Filter some warnings printed by v16.0 of the stack\n", + "warnings.simplefilter(\"ignore\", category=FutureWarning)\n", + "warnings.simplefilter(\"ignore\", category=UserWarning)" ] }, { From e5d497b325b2f267f0f1470f6002161a2905e3b1 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 14 Sep 2018 17:47:43 +0000 Subject: [PATCH 04/59] Start with looking up all possibilities --- Basics/Exploring_A_Data_Repo.ipynb | 76 ++++++++++++++++++++++++++++-- 1 file changed, 71 insertions(+), 5 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 3b03c3fc..b77c06e4 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -14,8 +14,9 @@ "\n", "### Learning Objectives:\n", "After working through and studying this notebook you should be able to understand how to use the Butler to figure out: \n", - " 1. The available tracts and patches, and the properties of their coadd images\n", - " 2. TBD\n", + " 1. Which data types are present in a data repository\n", + " 2. If coadds have been made, what the available tracts and patches are\n", + " 3. TBD\n", " \n", "### Logistics\n", "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", @@ -45,10 +46,75 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## The HSC Dataset: Coadd Images\n", - "We'll use the `hsc` dataset as our testing ground, and start by exploring its coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", + "## The HSC Dataset: What's in there?\n", + "We'll use the `hsc` dataset as our testing ground, and start by figuring out what's there.\n", "\n", - "We'll need a butler to interrogate the `hsc` data repository, and then a single coadd image to work from." + "We'll need a butler to interrogate the `hsc` data repository." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from lsst.daf.persistence import Butler\n", + "\n", + "# Instantiate the butler\n", + "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", + "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", + "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", + "butler = Butler(repo)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# datasetRefOrType : forced_src\n", + "# see all options at\n", + "# /opt/lsst/software/stack/stack/miniconda3-4.3.21-10a4fa6/Linux64/obs_subaru/16.0+1/python/lsst/obs/hsc\n", + "\n", + "# Better to point to a resource online:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from stackclub import where_is" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "where_is('obs_subaru', in_the='source')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "help(where_is)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tracts and Patches, Coadd Images\n", + "Let's try exploring the `hsc` dataset's coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", + "\n", + "We'll need a single coadd image to work from." ] }, { From ed243c249a19ff39ccac7b048b699233be4d425e Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 24 Aug 2018 19:58:18 +0000 Subject: [PATCH 05/59] Upgrade to enable command line tasks to be found --- stackclub/where_is.py | 38 +++++++++++++++++++++++++------------- 1 file changed, 25 insertions(+), 13 deletions(-) diff --git a/stackclub/where_is.py b/stackclub/where_is.py index 9ff5ae45..ab8f7ab0 100644 --- a/stackclub/where_is.py +++ b/stackclub/where_is.py @@ -1,13 +1,15 @@ -def where_is(object, in_the=None): +def where_is(object, in_the='source', assuming_its_a=None): """ Print a markdown hyperlink to the source code of `object`. Parameters ---------- - object: python object - The class or function you are looking for. + object: python object or string + The class or function you are looking for, or the name of a python object or file. in_the: string, optional The kind of place you want to look in: `['source', 'repo', 'technotes']` + assuming_its_a: string, optional + The kind of object you think you have: `['cmdlinetask'], default=None Examples -------- @@ -17,32 +19,42 @@ def where_is(object, in_the=None): >>> where_is(Butler.get, in_the='source') >>> where_is(Butler, in_the='repo') >>> where_is(Butler, in_the='technotes') + >>> where_is("makeDiscreteSkyMap.py", in_the="source", assuming_its_a="cmdlinetask") Notes ----- See also the `FindingDocs tutorial notebook `_ for a working demo. """ + # Deal with string object names - useful for locating command line tasks: + if isinstance(object, str): + objectname = object + if in_the == 'source' and assuming_its_a == None: + raise ValueError('Cannot locate task/object `'+object+'` in the source by name. Either pass in an object, or use the "assuming_its_a" kwarg to guess what kind of object it is.') + if assuming_its_a == "cmdlinetask": + modulename = 'lsst.pipe.tasks.'+objectname + + elif isinstance(object, module): + # Locate the module that contains the desired object, and break its name into pieces: + modulename = object.__module__ + objectname = object.__name__ - # Locate the module that contains the desired object, and break its name into pieces: - modulename = object.__module__ - pieces = str.split(modulename,'.') - objectname = object.__name__ + else: + raise TypeError('Expecting objects of type "string" or "module"') - # Form the URL, and a useful markdown representation of it: - if in_the is None: in_the = 'source' - + # Form the URL, and a useful markdown representation of it: if in_the == 'source': + pieces = str.split(modulename,'.') URL = 'https://github.com/'+pieces[0]+'/'+pieces[1]+'_'+pieces[2] \ + '/blob/master/python/'+pieces[0]+'/'+pieces[1]+'/'+pieces[2]+'/'+pieces[3]+'.py' - link = '['+modulename+']('+URL+')' + link = '[`'+modulename+'`]('+URL+')' elif in_the == 'repo': - URL = 'https://github.com/search?l=Python&q=user%3Alsst+'+objectname+'&type=Code' + URL = 'https://github.com/search?l=Python&q=org%3Alsst+'+objectname+'&type=Code' link = '[searching for `'+objectname+'` in the `lsst` repo]('+URL+')' elif in_the == 'technotes': - URL = 'https://github.com/search?l=reStructuredText&q=user%3Alsst-dm+'+objectname+'&type=Code' + URL = 'https://github.com/search?l=reStructuredText&q=org%3Alsst-dm+'+objectname+'&type=Code' link = '[searching for `'+objectname+'` in the `lsst-dm` technotes]('+URL+')' else: From 12cb35091b5e014d13ad8fd71de1cd8bd41ce341 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 5 Oct 2018 16:39:25 +0000 Subject: [PATCH 06/59] Getting ther --- Basics/Exploring_A_Data_Repo.ipynb | 67 ++++++++++++++++++++++++++++-- 1 file changed, 64 insertions(+), 3 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index b77c06e4..f596205d 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -64,7 +64,9 @@ "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", - "butler = Butler(repo)" + "butler = Butler(repo)\n", + "\n", + "print(repo)" ] }, { @@ -95,7 +97,32 @@ "metadata": {}, "outputs": [], "source": [ - "where_is('obs_subaru', in_the='source')" + "where_is('ingestImages.py', in_the='source', assuming_its_a='cmdlinetask')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `HscMapper` class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's instantiate one and read it." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from lsst.obs.hsc import HscMapper" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "help(HscMapper)" ] }, { @@ -104,9 +131,43 @@ "metadata": {}, "outputs": [], "source": [ - "help(where_is)" + "help(Butler)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "butler.getKeys('calexp')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "butler.datasetExists('raw', dataId={})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "butler.get" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, From 7efb884d049917313eac32c0943b8c7897135fc8 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Tue, 9 Oct 2018 07:41:28 +0000 Subject: [PATCH 07/59] Fixed paths to project/shared/data in md --- Basics/DataInventory.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 394a9a12..0327f051 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -20,7 +20,7 @@ "After working through this tutorial you should be able to: \n", "1. Start figuring out which of the available datasets is going to be of most use to you in any given project; \n", "\n", - "When it is finished, you should be able to:\n", + "When it is finished, you should be able to use the `stackclub` library function to:\n", "2. Plot the patches and tracts in a given dataset on the sky;\n", "3. List the available catalogs in a given dataset.\n", "\n", @@ -142,14 +142,14 @@ }, "source": [ "## Listing the Available Datasets\n", - "First, let's look at what is currently available. There are two primary shared dataset folders in the LSP, the read-only `/datasets` folder, and the group-writeable folder `/projects/shared/datasets`. Let's see what's in there" + "First, let's look at what is currently available. There are two primary shared dataset folders in the LSP, the read-only `/datasets` folder, and the group-writeable folder `/project/shared/data`. Let's see what's in there" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**`/projects/shared/data`:** These datasets are designed to be small test sets, ideal for tutorials." + "**`/project/shared/data`:** These datasets are designed to be small test sets, ideal for tutorials." ] }, { From e548d34639543d05ba4e89721cae3251265f73e2 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 19 Oct 2018 14:45:31 +0000 Subject: [PATCH 08/59] collect all dataIds for a dataset type --- Basics/Exploring_A_Data_Repo.ipynb | 104 ++++++++++++++++++++++++++--- 1 file changed, 94 insertions(+), 10 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index f596205d..e3a05fe3 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -54,9 +54,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" + ] + } + ], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -84,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -93,9 +101,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "TypeError", + "evalue": "where_is() got an unexpected keyword argument 'assuming_its_a'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mwhere_is\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'ingestImages.py'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0min_the\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'source'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0massuming_its_a\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'cmdlinetask'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: where_is() got an unexpected keyword argument 'assuming_its_a'" + ] + } + ], "source": [ "where_is('ingestImages.py', in_the='source', assuming_its_a='cmdlinetask')" ] @@ -109,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -118,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -127,20 +147,84 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "help(Butler)" ] }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pointing': int,\n", + " 'filter': str,\n", + " 'visit': int,\n", + " 'ccd': int,\n", + " 'field': str,\n", + " 'dateObs': str,\n", + " 'taiObs': str,\n", + " 'expTime': float}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "butler.getKeys('calexp')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Try collecting all possible dataset types and dataIds" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "butler.getKeys('calexp')" + "#Dataset types for the HSC_mapper dataset. Need a better way of obtaining all of these names.\n", + "datasettypes = ['calexp', 'calexpBackground', 'icSrc', \n", + " 'src', 'srcMatch', 'srcMatchFull', 'ossImage', \n", + " 'flattenedImage', 'wcs', 'fcr', 'photoCalib']" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "#For a selected dataset type, obtain valid dataIds\n", + "datasettype = datasettypes[0] #calexp\n", + "\n", + "keys = butler.getKeys(datasettype)\n", + "dataIds = {key: butler.queryMetadata(datasettype, key) for key in keys}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`dataIds` is a dictionary with structure {'key': [list of all possible values for 'key']}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole" ] }, { From bc10babc23dff347b01e43c33bca6cb2b6429ad8 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 19 Oct 2018 15:30:32 +0000 Subject: [PATCH 09/59] Expanded list of possible dataset types --- Basics/Exploring_A_Data_Repo.ipynb | 9 +- GettingStarted/GettingStarted.md | 2 +- Visualization/README.md | 9 - Visualization/README.rst | 36 ++ .../bokeh_holoviews_datashader.ipynb | 566 ++++++++++++++++++ 5 files changed, 610 insertions(+), 12 deletions(-) delete mode 100644 Visualization/README.md create mode 100644 Visualization/README.rst create mode 100644 Visualization/bokeh_holoviews_datashader.ipynb diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index e3a05fe3..9a0f147d 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -190,14 +190,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "#Dataset types for the HSC_mapper dataset. Need a better way of obtaining all of these names.\n", "datasettypes = ['calexp', 'calexpBackground', 'icSrc', \n", " 'src', 'srcMatch', 'srcMatchFull', 'ossImage', \n", - " 'flattenedImage', 'wcs', 'fcr', 'photoCalib']" + " 'flattenedImage', 'wcs', 'fcr', 'photoCalib',\n", + " 'jointcal_wcs', 'jointcal_photoCalib', 'skyCorr',\n", + " 'calexp_camera', 'brightObjectMask', 'deepCoadd_calexp', \n", + " 'deepCoadd_det', 'deepCoadd_meas', 'deepCoadd_measMatch', \n", + " 'deepCoadd_mergeDet', 'deepCoadd_ref', 'deepCoadd_forced_src', \n", + " 'forced_src']" ] }, { diff --git a/GettingStarted/GettingStarted.md b/GettingStarted/GettingStarted.md index 46c9fe6f..3df144cf 100644 --- a/GettingStarted/GettingStarted.md +++ b/GettingStarted/GettingStarted.md @@ -58,7 +58,7 @@ We aspire to producing high quality tutorials that can be followed by any member > A [template notebook](templates/template_Notebook.ipynb) that will help you maintain the above standards is available in the [templates folder](templates). #### Available Datasets -Broadly useful, small datasets are available in `/project/shared/data` - this is a group-writeable folder, so feel free to contribute public data there. You can also use your personal `/project/` folder for datasets that you want to share, but may not be as generally applicable. As a rule, Stack Club notebooks should use data in `/project/shared/data`. +Broadly useful, small datasets are available in `/project/shared/data` - this director is world readable, but is only writeable by members of the `lsst-users` group (i.e., LSST Project members). The stack club has its own read/writeable directory under `/project/stack-club` - feel free to contribute public data there. You can also use your personal `/project/` folder for datasets that you want to share, but may not be as generally applicable. As a rule, Stack Club notebooks should use data in `/project/shared/data` or `/project/stack-club`. If you add a shared dataset, please document it in the `README` of the associated directory. Larger datasets are available in `/datasets`. This is a read-only folder. diff --git a/Visualization/README.md b/Visualization/README.md deleted file mode 100644 index 91455a42..00000000 --- a/Visualization/README.md +++ /dev/null @@ -1,9 +0,0 @@ -# Visualization - -This folder contains: - -* Nothing, yet. - -However, you can find the SQuaRE team's Firefly tutorial notebook [here](https://github.com/lsst-sqre/notebook-demo/blob/master/Firefly.ipynb), and watch the Phase 1 Session 1 video (in which Alex walks us through it) [here](https://www.youtube.com/watch?v=UjB0aaNd0MA). - -Another helpful notebook including image visualization with Firefly is Jim Bosch's [LSST2018 version](https://github.com/lsst-dm/dm-demo-notebooks/blob/master/workshops/lsst2018/intro-with-globular.ipynb) of the `with-globular` notebook. diff --git a/Visualization/README.rst b/Visualization/README.rst new file mode 100644 index 00000000..58928d29 --- /dev/null +++ b/Visualization/README.rst @@ -0,0 +1,36 @@ +Visualization +============= + +This folder contains a set of tutorial notebooks demonstrating visualization technologies available in the LSST Science Platform notebook aspect. +See the index table below for links to the notebook code, and an auto-rendered view of the notebook with outputs. + +.. list-table:: + :widths: 10 20 10 10 + :header-rows: 1 + + * - Notebook + - Short description + - Links + - Owner + + + * - **Firefly Visualization Demo** + - Introduction to the Firefly interactive plotter and image viewer. + - `ipynb `_, `video `_ + - `Simon Krughoff `_ + + + * - **Interactive Visualization with Bokeh, HoloViews, and Datashader** + - Examples of interactive visualization with the Boken, HoloViews, and Datashader plotting packages available in PyViz suite of data analysis python modules; brushing and linking with large datasets + - `ipynb `_, + `rendered `_ + + .. image:: https://github.com/LSSTScienceCollaborations/StackClub/blob/rendered/Visualization/log/bokeh_holoviews_datashader.svg + :target: https://github.com/LSSTScienceCollaborations/StackClub/blob/rendered/Visualization/log/bokeh_holoviews_datashader.log + + - `Keith Bechtol `_ + + * - **"With Globular" LSST 2018 Tutorial** + - General purpose tutorial including interactive Firefly visualization. + - `ipynb `_ + - `Jim Bosch `_ diff --git a/Visualization/bokeh_holoviews_datashader.ipynb b/Visualization/bokeh_holoviews_datashader.ipynb new file mode 100644 index 00000000..baa16059 --- /dev/null +++ b/Visualization/bokeh_holoviews_datashader.ipynb @@ -0,0 +1,566 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Interactive Visualization with Bokeh, HoloViews, and Datashader\n", + "\n", + "
Owner: **Keith Bechtol** ([@bechtol](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@bechtol))\n", + "
Last Verified to Run: **2018-09-14**\n", + "
Verified Stack Release: **v16.0, w201831, w201841**\n", + "\n", + "This notebook demonstrates a few of the interactive features of the [Bokeh](https://bokeh.pydata.org/en/latest/), [HoloViews](http://holoviews.org/), and [Datashader](http://datashader.org/) plotting packages in the notebook environment. These packages are part of the [PyViz](http://pyviz.org/) set of python tools intended for visualization use cases in a web browser, and can be used to create quite sophisticated dashboard-like interactive displays and widgets. The goal of this notebook is to provide an introduction and starting point from which to create more advanced, custom interactive visualizations. To get inspired, check out this beautiful [example notebook](https://github.com/lsst-sqre/notebook-demo/blob/master/experiments/QA-notebooks/coadd_9615_HSC-R.ipynb) using HSC data created with the [qa_explorer](https://github.com/timothydmorton/qa_explorer) tools.\n", + "\n", + "### Learning Objectives\n", + "After working through and studying this notebook you should be able to\n", + " 1. Use `bokeh` to create interactive figures with brushing and linking between multiple plots\n", + " 2. Use `holoviews` and `datashader` to create two-dimensional histograms with dynamic binning to efficiently explore large datasets \n", + "\n", + "Other techniques that are demonstrated, but not empasized, in this notebook are\n", + " 1. Use `parquet` to efficiently access large amounts of data\n", + "\n", + "### Logistics\n", + "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", + "\n", + "Note that occasionally the notebook may seem to stall, or the interactive features may seem disabled. If this happens, usually a restart of the kernel fixes the issue. You might also need to log out of the LSP and start a \"large\" instance of the JupyterLab environment. In some examples shown in this notebook, the order in which the cells are run is important for understanding the interactive features, so you may want to re-run the set of cells in a given section if you encounter unexpected behavior." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup\n", + "You can find the Stack version by using `eups list -s` on the terminal command line." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# What version of the Stack am I using?\n", + "! echo $HOSTNAME\n", + "! eups list -s | grep lsst_distrib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import astropy.io.fits as pyfits\n", + "\n", + "import bokeh\n", + "from bokeh.io import output_file, output_notebook, show\n", + "from bokeh.layouts import gridplot\n", + "from bokeh.models import ColumnDataSource, Range1d, HoverTool, Selection\n", + "from bokeh.plotting import figure, output_file\n", + "\n", + "import holoviews as hv\n", + "from holoviews import streams\n", + "from holoviews.operation.datashader import datashade, dynspread, rasterize\n", + "hv.extension('bokeh')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Need this line to display bokeh plots inline in the notebook\n", + "output_notebook()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prelude: Data Sample\n", + "\n", + "The data in the following example comes from the Dark Energy Survey Data Release 1 (DES DR1). The input data for this example obtained with the M2 globular cluster database query in Appendix C of the [DES DR1 paper](https://arxiv.org/abs/1801.03181) from the [DES Data Release page](https://des.ncsa.illinois.edu/releases/dr1/dr1-access)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "infile = '/project/kbechtol/des/dr1/dr1_m2_dered_test.fits'\n", + "reader = pyfits.open(infile)\n", + "data = reader[1].data\n", + "reader.close()\n", + "\n", + "data = data[data['MAG_AUTO_G_DERED'] < 26.]\n", + "print(len(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part 1: Brushing and linking between scatter plots with Bokeh\n", + "\n", + "First, an example with brushing and linking between two panels showing different repsentations of the same dataset. A selection applied to either panel will highlight the selected points in the other panel.\n", + "\n", + "Based on http://bokeh.pydata.org/en/latest/docs/user_guide/interaction/linking.html#linked-brushing " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ra_target, dec_target = 323.36, -0.82\n", + "\n", + "mag = data['MAG_AUTO_G_DERED']\n", + "color = data['MAG_AUTO_G_DERED'] - data['MAG_AUTO_R_DERED']\n", + "\n", + "# create a column data source for the plots to share\n", + "source = ColumnDataSource(data=dict(x0=data['RA'] - ra_target,\n", + " y0=data['DEC'] - dec_target,\n", + " x1=color,\n", + " y1=mag,\n", + " ra=data['RA'],\n", + " dec=data['DEC'],\n", + " coadd_object_id=data['COADD_OBJECT_ID']))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a custom hover tool on both panels\n", + "hover_left = HoverTool(tooltips=[(\"(RA,DEC)\", \"(@ra, @dec)\"),\n", + " (\"(g-r,g)\", \"(@x1, @y1)\"),\n", + " (\"coadd_object_id\", \"@coadd_object_id\")])\n", + "hover_right = HoverTool(tooltips=[(\"(RA,DEC)\", \"(@ra, @dec)\"),\n", + " (\"(g-r,g)\", \"(@x1, @y1)\"),\n", + " (\"coadd_object_id\", \"@coadd_object_id\")])\n", + "TOOLS = \"box_zoom,box_select,lasso_select,reset,help\"\n", + "TOOLS_LEFT = [hover_left, TOOLS]\n", + "TOOLS_RIGHT = [hover_right, TOOLS]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# create a new plot and add a renderer\n", + "left = figure(tools=TOOLS_LEFT, plot_width=500, plot_height=500, output_backend=\"webgl\",\n", + " title='Spatial: Centered on (RA, Dec) = (%.2f, %.2f)'%(ra_target, dec_target))\n", + "left.circle('x0', 'y0', hover_color='firebrick', source=source,\n", + " selection_fill_color='steelblue', selection_line_color='steelblue',\n", + " nonselection_fill_color='silver', nonselection_line_color='silver')\n", + "left.x_range = Range1d(0.3, -0.3)\n", + "left.y_range = Range1d(-0.3, 0.3)\n", + "left.xaxis.axis_label = 'Delta RA'\n", + "left.yaxis.axis_label = 'Delta DEC'\n", + "\n", + "# create another new plot and add a renderer\n", + "right = figure(tools=TOOLS_RIGHT, plot_width=500, plot_height=500, output_backend=\"webgl\",\n", + " title='CMD')\n", + "right.circle('x1', 'y1', hover_color='firebrick', source=source,\n", + " selection_fill_color='steelblue', selection_line_color='steelblue',\n", + " nonselection_fill_color='silver', nonselection_line_color='silver')\n", + "right.x_range = Range1d(-0.5, 2.5)\n", + "right.y_range = Range1d(26., 16.)\n", + "right.xaxis.axis_label = 'g - r'\n", + "right.yaxis.axis_label = 'g'\n", + "\n", + "p = gridplot([[left, right]])\n", + "\n", + "# The plots can be exported as html files with data embedded\n", + "#output_file(\"bokeh_m2_example.html\", title=\"M2 Example\")\n", + "\n", + "show(p)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use the hover tool to see information about individual datapoints (e.g., the `coadd_object_id`). This information should appear automatically as you hover the mouse over the datapoints. Notice the data points highlighted in red on one panel with the hover tool are also highlighted on the other panel. \n", + "\n", + "Next, click on the selection box icon (with a \"+\" sign) or the selection lasso icon found in the upper right corner of the figure. Use the selection box and selection lasso to make various selections in either panel by clicking and dragging on either panel. The selected data points will be displayed in the other panel." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Introducing HoloViews Linked Streams\n", + "\n", + "If we want to do subsequent calculations with the set of selected points, we can use HoloViews [linked streams](http://holoviews.org/user_guide/Custom_Interactivity.html) for custom interactivity. The following visualization is a modification of this [example](http://holoviews.org/reference/streams/bokeh/Selection1D_points.html).\n", + "\n", + "For this visualization, as in the example above, use the selection box and selection lasso to datapoints on the left panel. The selected points should appear in the right panel.\n", + "\n", + "Finally, notice that as you change the selection on the left panel, the mean x- and y-values for selected datapoints are shown in the title of right panel." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%output size=150\n", + "%%opts Points [tools=['box_select', 'lasso_select']]\n", + "\n", + "# Declare some points\n", + "points = hv.Points((data['RA'] - ra_target, data['DEC'] - dec_target))\n", + "\n", + "# Declare points as source of selection stream\n", + "selection = streams.Selection1D(source=points)\n", + "\n", + "# Write function that uses the selection indices to slice points and compute stats\n", + "def selected_info(index):\n", + " selected = points.iloc[index]\n", + " if index:\n", + " label = 'Mean x, y: %.3f, %.3f' % tuple(selected.array().mean(axis=0))\n", + " else:\n", + " label = 'No selection'\n", + " return selected.relabel(label).options(color='red')\n", + "\n", + "# Combine points and DynamicMap\n", + "# Notice the interesting syntax used here: the \"+\" sign makes side-by-side panels\n", + "points + hv.DynamicMap(selected_info, streams=[selection])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the next cell, we access the indices of the selected datapoints. We could use these indices to select a subset of full sample for further examination." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(selection.index)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Intermission: Rapid Data Access with Parquet\n", + "\n", + "For the next example, we want to use a much larger dataset. Let's open up some data from Gata Data Release 2 (Gaia DR2) with Parquet. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import glob\n", + "import pandas as pd\n", + "import pyarrow.parquet as pq" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "infiles = sorted(glob.glob('/project/shared/data/gaia_dr2_1am/*.parquet'))\n", + "print('There are %i total files in the directory'%(len(infiles)))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%time\n", + "df_array = []\n", + "for ii in range(0, 10):\n", + " print(infiles[ii])\n", + " columns = ['ra', 'dec', 'phot_g_mean_mag'] # 'phot_g_mean_mag', 'phot_bp_mean_mag', 'phot_rp_mean_mag']\n", + " df_array.append(pq.read_table(infiles[ii], columns=columns).to_pandas())\n", + "df = pd.concat(df_array)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print('Dataframe contains %.2f M rows'%(len(df) / 1.e6))\n", + "print(df.columns.values)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part 2: Visualizing Larger Datasets with Datashader\n", + "\n", + "The interactive features of Bokeh work well with datasets up to a few tens of thousands of data points. To efficiently explore larger datasets, we'd like to use another visualization model that offers better scalability, namely [Datashader](http://datashader.org/).\n", + "\n", + "In the examples below, notice that as one zooms in on the datashaded two-dimensional histograms, the bin sizes are dynamically adjusted to show finer or coarser granularity in the distribution. This allows one to interactively explore large datasets without having to manually adjust the bin sizes while panning and zooming. Zoom in all the way and you can see individual points (i.e., bins contain either zero or one count). If you zoom in far enough, the individual points are represented by extremely small pixels in datashader that are difficult to see. A solution is to `dynspread` instead of `datashade`, which will preserve a finite size of the plotted points.\n", + "\n", + "In this particular example, as we zoom in, we can see that the Gaia dataset has been sharded into narrow stripes in declination.\n", + "\n", + "The next cell also uses the concept of linked Streams in HoloViews for [custom interactivity](http://holoviews.org/user_guide/Custom_Interactivity.html), in this case to create a selection box. We'll use that selection box tool in the following cell. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%output size=150 # This cell controls the size of the figure in the notebook\n", + "#%%opts Points [tools=['box_select']]\n", + "points = hv.Points((df.ra, df.dec)) # Create a holoviews object to hold and plot data\n", + "#points = hv.Points(np.random.multivariate_normal((0, 0), [[1, 0.1], [0.1, 1]], (1000,))) # If you wanted a simple synthetic dataset\n", + "\n", + "# Create the linked streams instance\n", + "boundsxy = (0, 0, 0, 0)\n", + "box = streams.BoundsXY(source=points, bounds=boundsxy)\n", + "bounds = hv.DynamicMap(lambda bounds: hv.Bounds(bounds), streams=[box]) \n", + "\n", + "# Apply the datashader\n", + "dynspread(datashade(points, cmap=bokeh.palettes.Viridis256)) * bounds\n", + "# The \"*\" syntax puts multiple plot elements on the same panel\n", + "#datashade(points, cmap=bokeh.palettes.Viridis256) * bounds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we add callback functionality to the plot above and retrieve the indices of the selected points. First, use the box selection tool to create a selection box for the two-dimensional histogram above. Then run the cell below to count the number of datapoints within the selection region." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "selection = (points.data.x > box.bounds[0]) \\\n", + " & (points.data.y > box.bounds[1]) \\\n", + " & (points.data.x < box.bounds[2]) \\\n", + " & (points.data.y < box.bounds[3])\n", + "print('The selection box contains %i datapoints'%(np.sum(selection)))\n", + "if np.sum(selection) > 0:\n", + " print('\\nHere are some of the selected indices...')\n", + " print(np.nonzero(selection)[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Another option is to make a second linked plot paired with the box selection on the two-dimensional histogram." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# First, create a holoviews dataset instance. Here we label some of the columns.\n", + "kdims = [('ra', 'RA(deg)'), ('dec', 'Dec(deg)')]\n", + "vdims = [('phot_g_mean_mag', 'G(mag)')]\n", + "ds = hv.Dataset(df, kdims, vdims)\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "points = hv.Points(ds)\n", + "\n", + "#boundsxy = (0, 0, 0, 0)\n", + "boundsxy = (np.min(ds.data['ra']), np.min(ds.data['dec']), np.max(ds.data['ra']), np.max(ds.data['dec']))\n", + "box = streams.BoundsXY(source=points, bounds=boundsxy)\n", + "box_plot = hv.DynamicMap(lambda bounds: hv.Bounds(bounds), streams=[box])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# This function defines the custom callback functionality to update the linked histogram\n", + "def update_histogram(bounds=bounds):\n", + " \n", + " selection = (ds.data['ra'] > bounds[0]) & \\\n", + " (ds.data['dec'] > bounds[1]) & \\\n", + " (ds.data['ra'] < bounds[2]) & \\\n", + " (ds.data['dec'] < bounds[3])\n", + " \n", + " selected_mag = ds.data.loc[selection]['phot_g_mean_mag']\n", + " \n", + " frequencies, edges = np.histogram(selected_mag)\n", + " \n", + " hist = hv.Histogram((np.log(frequencies), edges))\n", + " return hist" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%output size=150\n", + "dmap = hv.DynamicMap(update_histogram, streams=[box])\n", + "datashade(points, cmap=bokeh.palettes.Viridis256) * box_plot + dmap" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Notice that when you select different regions of the left panel with the box select tool, the histogram on the right is updated." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part 3: Images\n", + "\n", + "The next example demonstrates image visualization at the pixel level with datashader." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# First get a sensor image\n", + "import lsst.daf.persistence as dafPersist\n", + "\n", + "butler = dafPersist.Butler('/project/shared/data/Twinkles_subset/output_data_v2')\n", + "subset = butler.subset('calexp')\n", + "dataid = subset.cache[0]\n", + "image = butler.get('calexp', immediate=True, dataId=dataid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%opts Image [height=600 width=650]\n", + "%%opts Bounds (color='white')\n", + "#%%output size=200\n", + "\n", + "# Use an actual sensor image\n", + "bounds_img = (0, 0, image.getDimensions()[0], image.getDimensions()[1])\n", + "img = hv.Image(np.log10(image.image.array), bounds=bounds_img).options(colorbar=True, cmap=bokeh.palettes.Viridis256) # Another option is logz=True\n", + "\n", + "boundsxy = (0, 0, 0, 0)\n", + "box = streams.BoundsXY(source=img, bounds=boundsxy)\n", + "bounds = hv.DynamicMap(lambda bounds: hv.Bounds(bounds), streams=[box])\n", + "\n", + "rasterize(img) * bounds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As with the histograms, it is possible to use interactive callback features on the image plots, such as the selection box." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "box" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's another version of the image with a tap stream instead of box select. Click on the image to place an 'X' marker." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%opts Image [height=600 width=650]\n", + "%%opts Points (color='white' marker='x' size=20)\n", + "\n", + "posxy = hv.streams.Tap(source=img, x=0.5 * image.getDimensions()[0], y=0.5 * image.getDimensions()[1])\n", + "marker = hv.DynamicMap(lambda x, y: hv.Points([(x, y)]), streams=[posxy])\n", + "\n", + "rasterize(img) * marker" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "'X' marks the spot! What's the value at that location? Execute the next cell to find out." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print('The value at position (%.3f, %.3f) is %.3f'%(posxy.x, posxy.y, img[int(posxy.x), int(posxy.y)]))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "LSST", + "language": "python", + "name": "lsst" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 4c4ba97c21042f669eddea09542e1bccd1a124f4 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 19 Oct 2018 15:34:06 +0000 Subject: [PATCH 10/59] Expanded list of possible dataset types --- Basics/Exploring_A_Data_Repo.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 9a0f147d..8b67bada 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -229,7 +229,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole" + "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole." ] }, { From eda0b6973727904b0d310191068c9ebb16e2d5c7 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 19 Oct 2018 15:48:16 +0000 Subject: [PATCH 11/59] find number of visits in a dataset --- Basics/Exploring_A_Data_Repo.ipynb | 33 +++++++++++++++++++++++++++--- 1 file changed, 30 insertions(+), 3 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 8b67bada..5d1e945f 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -207,12 +207,12 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ "#For a selected dataset type, obtain valid dataIds\n", - "datasettype = datasettypes[0] #calexp\n", + "datasettype = datasettypes[1] #calexp\n", "\n", "keys = butler.getKeys(datasettype)\n", "dataIds = {key: butler.queryMetadata(datasettype, key) for key in keys}" @@ -229,7 +229,34 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole." + "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole. For example, we can get the number of visits as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10333\n" + ] + } + ], + "source": [ + "num_visits = len(dataIds['visit'])\n", + "print(num_visits)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Work on getting sky area, num objects next" ] }, { From 623abb8cefa86f1efd89bd27eec4b3988b9087ed Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 19 Oct 2018 18:47:30 +0000 Subject: [PATCH 12/59] Cleared outputs --- Basics/Exploring_A_Data_Repo.ipynb | 87 ++++++++---------------------- 1 file changed, 21 insertions(+), 66 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 5d1e945f..09c76ab2 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -54,17 +54,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -92,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -101,21 +93,9 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "where_is() got an unexpected keyword argument 'assuming_its_a'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mwhere_is\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'ingestImages.py'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0min_the\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'source'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0massuming_its_a\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'cmdlinetask'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m: where_is() got an unexpected keyword argument 'assuming_its_a'" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "where_is('ingestImages.py', in_the='source', assuming_its_a='cmdlinetask')" ] @@ -129,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -138,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -156,27 +136,9 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'pointing': int,\n", - " 'filter': str,\n", - " 'visit': int,\n", - " 'ccd': int,\n", - " 'field': str,\n", - " 'dateObs': str,\n", - " 'taiObs': str,\n", - " 'expTime': float}" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "butler.getKeys('calexp')" ] @@ -190,7 +152,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -207,12 +169,12 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#For a selected dataset type, obtain valid dataIds\n", - "datasettype = datasettypes[1] #calexp\n", + "datasettype = datasettypes[0] #deepCoadd_calexp\n", "\n", "keys = butler.getKeys(datasettype)\n", "dataIds = {key: butler.queryMetadata(datasettype, key) for key in keys}" @@ -234,18 +196,11 @@ }, { "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10333\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ + "#number of visits\n", "num_visits = len(dataIds['visit'])\n", "print(num_visits)" ] From d3b2b6e6dde8cd045e34fe2def60e8d1365786f0 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Thu, 25 Oct 2018 20:24:01 +0000 Subject: [PATCH 13/59] Corrected number of visits and got a report for dataset metadata --- Basics/Exploring_A_Data_Repo.ipynb | 62 ++++++++++++++++++++++-------- 1 file changed, 47 insertions(+), 15 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 09c76ab2..66c6b172 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -147,7 +147,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Try collecting all possible dataset types and dataIds" + "### Return basic dataset properties\n", + "For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata:" ] }, { @@ -156,7 +157,10 @@ "metadata": {}, "outputs": [], "source": [ - "#Dataset types for the HSC_mapper dataset. Need a better way of obtaining all of these names.\n", + "#This cell is temporary and just a way for me to have a concise reference while developing\n", + "\n", + "#Dataset types for the HSC_mapper dataset. \n", + "#Need a better way of obtaining all of these names.\n", "datasettypes = ['calexp', 'calexpBackground', 'icSrc', \n", " 'src', 'srcMatch', 'srcMatchFull', 'ossImage', \n", " 'flattenedImage', 'wcs', 'fcr', 'photoCalib',\n", @@ -164,7 +168,14 @@ " 'calexp_camera', 'brightObjectMask', 'deepCoadd_calexp', \n", " 'deepCoadd_det', 'deepCoadd_meas', 'deepCoadd_measMatch', \n", " 'deepCoadd_mergeDet', 'deepCoadd_ref', 'deepCoadd_forced_src', \n", - " 'forced_src']" + " 'forced_src' ]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For these basic properties, we will look at the `calexp` and `src` tables." ] }, { @@ -173,25 +184,34 @@ "metadata": {}, "outputs": [], "source": [ - "#For a selected dataset type, obtain valid dataIds\n", - "datasettype = datasettypes[0] #deepCoadd_calexp\n", - "\n", - "keys = butler.getKeys(datasettype)\n", - "dataIds = {key: butler.queryMetadata(datasettype, key) for key in keys}" + "#This would be faster if only one query were issued\n", + "visits = butler.queryMetadata('calexp', ['visit'])\n", + "pointings = butler.queryMetadata('calexp', ['pointing'])\n", + "ccds = butler.queryMetadata('calexp', ['ccd'])\n", + "fields = butler.queryMetadata('calexp', ['field'])\n", + "filters = butler.queryMetadata('calexp', ['filter'])" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "`dataIds` is a dictionary with structure {'key': [list of all possible values for 'key']}" + "num_visits = len(visits)\n", + "num_pointings = len(pointings)\n", + "num_ccds = len(ccds)\n", + "num_fields = len(fields)\n", + "num_filters = len(filters)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "Now that we have a dictionary of the possible dataIds, we can start to collect information about the dataset as a whole. For example, we can get the number of visits as follows:" + "from IPython.display import display, Markdown" ] }, { @@ -200,9 +220,21 @@ "metadata": {}, "outputs": [], "source": [ - "#number of visits\n", - "num_visits = len(dataIds['visit'])\n", - "print(num_visits)" + "#print out a report of the metadata\n", + "\n", + "#More effort will be put into formatting in the future\n", + "\n", + "dataset_name = 'HSC'\n", + "display(Markdown('# Dataset: %s' %dataset_name))\n", + "display(Markdown('### Metadata Characteristics:'))\n", + "display(Markdown('Number of visits: %i' %num_visits))\n", + "display(Markdown('Number of pointings: %i' %num_pointings))\n", + "display(Markdown('Number of ccds: %i' %num_ccds))\n", + "display(Markdown('Fields: (%i total)' %num_fields))\n", + "print(fields)\n", + "display(Markdown('Filters: (%i total)' %num_filters))\n", + "print(filters)\n", + " " ] }, { From d976ae44ff3a7522a94be8a10702c596d0979f63 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 26 Oct 2018 17:10:07 +0000 Subject: [PATCH 14/59] Collect number of sources from src table --- Basics/Exploring_A_Data_Repo.ipynb | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 66c6b172..ec17414b 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -189,7 +189,10 @@ "pointings = butler.queryMetadata('calexp', ['pointing'])\n", "ccds = butler.queryMetadata('calexp', ['ccd'])\n", "fields = butler.queryMetadata('calexp', ['field'])\n", - "filters = butler.queryMetadata('calexp', ['filter'])" + "filters = butler.queryMetadata('calexp', ['filter'])\n", + "\n", + "#Collect number of objects from Source Catalog\n", + "sources = butler.queryMetadata('src', ['id'])" ] }, { @@ -202,7 +205,9 @@ "num_pointings = len(pointings)\n", "num_ccds = len(ccds)\n", "num_fields = len(fields)\n", - "num_filters = len(filters)" + "num_filters = len(filters)\n", + "\n", + "num_sources = len(sources)" ] }, { @@ -234,6 +239,7 @@ "print(fields)\n", "display(Markdown('Filters: (%i total)' %num_filters))\n", "print(filters)\n", + "display(Markdown('Number of sources: %i' %num_sources))\n", " " ] }, @@ -243,7 +249,16 @@ "metadata": {}, "outputs": [], "source": [ - "#Work on getting sky area, num objects next" + "#Work on getting sky area estimate from tract info next" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Collect tracts" ] }, { From d23fa360a0eba2e5dc76aa22e26908b6d59022d1 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 26 Oct 2018 18:01:54 +0000 Subject: [PATCH 15/59] Collect inner coordinates of a tract to estimate area --- Basics/Exploring_A_Data_Repo.ipynb | 29 +++++++++++++++++++++++++++-- 1 file changed, 27 insertions(+), 2 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index ec17414b..3c677e37 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -140,7 +140,7 @@ "metadata": {}, "outputs": [], "source": [ - "butler.getKeys('calexp')" + "butler.getKeys('deepCoadd_calexp')" ] }, { @@ -258,7 +258,32 @@ "metadata": {}, "outputs": [], "source": [ - "#Collect tracts" + "#Collect tracts from files\n", + "import os, glob\n", + "tracts = sorted([int(os.path.basename(x)) for x in\n", + " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", + "num_tracts = len(tracts)\n", + "\n", + "#Note: I'd like to do this with the butler, but it appears 'tracts' have to be\n", + "# specified in the dataId to be queried, so the queryMetadata method fails" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#look at tract info for a given tract\n", + "test_tract = tracts[3]\n", + "skyMap = butler.get('deepCoadd_skyMap')\n", + "tractInfo = skyMap[test_tract]\n", + "\n", + "#dir(tractInfo)\n", + "#type(tractInfo)\n", + "print(tractInfo._vertexCoordList)\n", + "\n", + "#From here, get the area for the tract based on the coordinates, and sum the areas for all tracts" ] }, { From a433338d81d98ad744a7945285b68747685b1e11 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 2 Nov 2018 14:19:34 +0000 Subject: [PATCH 16/59] formatted output into a table --- Basics/Exploring_A_Data_Repo.ipynb | 199 ++++++++++++++++++++++------- 1 file changed, 154 insertions(+), 45 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 3c677e37..7508f44e 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -54,9 +54,17 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" + ] + } + ], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -153,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -180,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -197,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -212,35 +220,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ - "from IPython.display import display, Markdown" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#print out a report of the metadata\n", - "\n", - "#More effort will be put into formatting in the future\n", - "\n", - "dataset_name = 'HSC'\n", - "display(Markdown('# Dataset: %s' %dataset_name))\n", - "display(Markdown('### Metadata Characteristics:'))\n", - "display(Markdown('Number of visits: %i' %num_visits))\n", - "display(Markdown('Number of pointings: %i' %num_pointings))\n", - "display(Markdown('Number of ccds: %i' %num_ccds))\n", - "display(Markdown('Fields: (%i total)' %num_fields))\n", - "print(fields)\n", - "display(Markdown('Filters: (%i total)' %num_filters))\n", - "print(filters)\n", - "display(Markdown('Number of sources: %i' %num_sources))\n", - " " + "from IPython.display import display, Markdown\n", + "import numpy as np" ] }, { @@ -254,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -270,20 +255,144 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#look at tract info for a given tract\n", - "test_tract = tracts[3]\n", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "256.31471114783227\n" + ] + } + ], + "source": [ + "#calculate area from all tracts\n", "skyMap = butler.get('deepCoadd_skyMap')\n", - "tractInfo = skyMap[test_tract]\n", + "total_area = 0.0 #deg^2\n", + "for test_tract in tracts:\n", + " # Get inner vertices for tract\n", + " tractInfo = skyMap[test_tract]\n", + " vertices = tractInfo._vertexCoordList\n", + " \n", + " #calculate area of box\n", + " av_dec = 0.5 * (vertices[2][1] + vertices[0][1])\n", + " av_dec = av_dec.asRadians()\n", + " delta_ra_raw = vertices[0][0] - vertices[1][0] \n", + " delta_ra = delta_ra_raw.asDegrees() * np.cos(av_dec)\n", + " delta_dec= vertices[2][1] - vertices[0][1]\n", + " area = delta_ra * delta_dec.asDegrees()\n", + " \n", + " #combine areas\n", + " total_area += area\n", + " \n", + "print(total_area)\n", "\n", - "#dir(tractInfo)\n", - "#type(tractInfo)\n", - "print(tractInfo._vertexCoordList)\n", + "#round total area for table purposes\n", + "rounded_total_area = round(total_area, 2)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "# Dataset: HSC" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "| Metadata Characteristics | | \n", + " | :---: | --- | \n", + " | Number of Visits | 10333 | \n", + "| Number of Pointings | 133 | \n", + "| Number of CCDs | 112 | \n", + "| Number of Fields | 60 | \n", + "| Number of Filters | 13 | \n", + "| Number of Sources | 1154258 | \n", + "| Number of Tracts | 91 | \n", + "| Total Sky Area (deg$^2$) | 256.31 | \n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "Fields: (60 total)" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['DOMEFLAT', 'DEN_E', 'BIAS', 'DEN_C', '10NP2P31', 'HEL30_I', 'MOON_LIGHT', 'COSMOS', 'DARK', 'HEL10_B', 'GD153', 'OBJECT', '11NM5P21', 'DEN_A', 'HIP67394', 'DITH_16H', 'ABELL2163', 'SKYFLAT', 'M31_N', 'M31_S', 'HIP67879', 'M31', 'NAMERICA', 'STRIPE82L', 'DITH_14H', 'CFHTLS_W1', 'DTH_A', 'FOCUS', 'SP01', 'DEEPE09', 'DITH_D', 'FOCUSING', 'DEEPE08', 'TEST', 'DEEPE02', 'DEEPE03', 'DEEPE06', 'DEEPE07', 'DEEPE01', 'COMET2014F3', 'DEEPE05', 'DEEPE10', 'DEEPE04', 'R10', 'SR01', 'SDSS_CAL', 'SSP_WIDE', 'SSP_UDEEP_SXDS', 'SSP_UDEEP_COSMOS', 'ON_AXIS_DOMEFLAT_90DEG', 'SSP_DEEP_DEEP2_3', 'ON_AXIS_DOMEFLAT_0DEG', 'SSP_AEGIS', 'SSP_DEEP_COSMOS', 'SSP_DEEP_ELAIS_N1', 'SSP_DEEP_XMM_LSS', 'SSP_DEEP_XMMS_LSS', 'ON_AXIS_DOMEFLAT', 'ON_AXIS_DOMEFLAT_72DEG', 'SXDS4HSCI2']\n" + ] + }, + { + "data": { + "text/markdown": [ + "Filters: (13 total)" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['HSC-Z', 'HSC-G', 'ENG-R1', '109', 'HSC-I', 'NB0921', 'HSC-R', 'SH', 'HSC-Y', 'NB0816', 'NB0656', 'HSC-I2', 'NB0515']\n" + ] + } + ], + "source": [ + "#print out a report of the metadata\n", + "\n", + "dataset_name = 'HSC'\n", + "collected_data = [num_visits, num_pointings, num_ccds, num_fields, num_filters, num_sources, \n", + " num_tracts, rounded_total_area]\n", + "data_names = (\"Number of Visits\", \"Number of Pointings\", \"Number of CCDs\", \"Number of Fields\", \n", + " \"Number of Filters\", \"Number of Sources\", \"Number of Tracts\", \"Total Sky Area (deg$^2$)\")\n", + "\n", + "display(Markdown('# Dataset: %s' %dataset_name))\n", + "\n", + "# Make a table of the collected metadata\n", + "output_table = \"| Metadata Characteristics | | \\n | :---: | --- | \\n \"\n", + "counter = 0\n", + "while counter < len(collected_data):\n", + " output_table += \"| %s | %s | \\n\" %(data_names[counter], collected_data[counter])\n", + " counter += 1\n", + "display(Markdown(output_table))\n", "\n", - "#From here, get the area for the tract based on the coordinates, and sum the areas for all tracts" + "display(Markdown('Fields: (%i total)' %num_fields))\n", + "print(fields)\n", + "display(Markdown('Filters: (%i total)' %num_filters))\n", + "print(filters)\n" ] }, { From 953361ad53bc28ed1d2270f1722f7f439f06c49c Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 2 Nov 2018 17:02:47 +0000 Subject: [PATCH 17/59] cleared outputs --- Basics/Exploring_A_Data_Repo.ipynb | 118 ++++------------------------- 1 file changed, 15 insertions(+), 103 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 7508f44e..e39d8d1a 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -54,17 +54,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -161,7 +153,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -188,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -205,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -220,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -239,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -255,17 +247,9 @@ }, { "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "256.31471114783227\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "#calculate area from all tracts\n", "skyMap = butler.get('deepCoadd_skyMap')\n", @@ -295,81 +279,9 @@ }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "# Dataset: HSC" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "| Metadata Characteristics | | \n", - " | :---: | --- | \n", - " | Number of Visits | 10333 | \n", - "| Number of Pointings | 133 | \n", - "| Number of CCDs | 112 | \n", - "| Number of Fields | 60 | \n", - "| Number of Filters | 13 | \n", - "| Number of Sources | 1154258 | \n", - "| Number of Tracts | 91 | \n", - "| Total Sky Area (deg$^2$) | 256.31 | \n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "Fields: (60 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['DOMEFLAT', 'DEN_E', 'BIAS', 'DEN_C', '10NP2P31', 'HEL30_I', 'MOON_LIGHT', 'COSMOS', 'DARK', 'HEL10_B', 'GD153', 'OBJECT', '11NM5P21', 'DEN_A', 'HIP67394', 'DITH_16H', 'ABELL2163', 'SKYFLAT', 'M31_N', 'M31_S', 'HIP67879', 'M31', 'NAMERICA', 'STRIPE82L', 'DITH_14H', 'CFHTLS_W1', 'DTH_A', 'FOCUS', 'SP01', 'DEEPE09', 'DITH_D', 'FOCUSING', 'DEEPE08', 'TEST', 'DEEPE02', 'DEEPE03', 'DEEPE06', 'DEEPE07', 'DEEPE01', 'COMET2014F3', 'DEEPE05', 'DEEPE10', 'DEEPE04', 'R10', 'SR01', 'SDSS_CAL', 'SSP_WIDE', 'SSP_UDEEP_SXDS', 'SSP_UDEEP_COSMOS', 'ON_AXIS_DOMEFLAT_90DEG', 'SSP_DEEP_DEEP2_3', 'ON_AXIS_DOMEFLAT_0DEG', 'SSP_AEGIS', 'SSP_DEEP_COSMOS', 'SSP_DEEP_ELAIS_N1', 'SSP_DEEP_XMM_LSS', 'SSP_DEEP_XMMS_LSS', 'ON_AXIS_DOMEFLAT', 'ON_AXIS_DOMEFLAT_72DEG', 'SXDS4HSCI2']\n" - ] - }, - { - "data": { - "text/markdown": [ - "Filters: (13 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['HSC-Z', 'HSC-G', 'ENG-R1', '109', 'HSC-I', 'NB0921', 'HSC-R', 'SH', 'HSC-Y', 'NB0816', 'NB0656', 'HSC-I2', 'NB0515']\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "#print out a report of the metadata\n", "\n", From be34040dde1f9e936ec300961e3607dfeeb39ed7 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 2 Nov 2018 18:00:06 +0000 Subject: [PATCH 18/59] removed a sky visualization cell to be replaced by Keith's notebook --- Basics/Exploring_A_Data_Repo.ipynb | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index e39d8d1a..d9e87c11 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -254,10 +254,12 @@ "#calculate area from all tracts\n", "skyMap = butler.get('deepCoadd_skyMap')\n", "total_area = 0.0 #deg^2\n", + "plotting_vertices = []\n", "for test_tract in tracts:\n", " # Get inner vertices for tract\n", " tractInfo = skyMap[test_tract]\n", " vertices = tractInfo._vertexCoordList\n", + " plotting_vertices.append(vertices)\n", " \n", " #calculate area of box\n", " av_dec = 0.5 * (vertices[2][1] + vertices[0][1])\n", @@ -273,8 +275,16 @@ "print(total_area)\n", "\n", "#round total area for table purposes\n", - "rounded_total_area = round(total_area, 2)\n", - " " + "rounded_total_area = round(total_area, 2)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It might also be interesting to plot the sky coverage while we have the tractInfo\n", + "\n", + "objects = coadd_sources" ] }, { From ac597840168ceddb0d4a1f3fddbdfbeddad7e542 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 2 Nov 2018 18:10:24 +0000 Subject: [PATCH 19/59] Tweaks during code review --- Basics/Exploring_A_Data_Repo.ipynb | 253 ++++++++++++++--------------- 1 file changed, 121 insertions(+), 132 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 7508f44e..294639a8 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -54,23 +54,17 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" - ] - } - ], + "outputs": [], "source": [ "from lsst.daf.persistence import Butler\n", "\n", - "# Instantiate the butler\n", + "# Instantiate the butler to bring us some HSC data.\n", + "\n", "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", + "\n", "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", "butler = Butler(repo)\n", "\n", @@ -105,14 +99,14 @@ "metadata": {}, "outputs": [], "source": [ - "where_is('ingestImages.py', in_the='source', assuming_its_a='cmdlinetask')" + "# where_is('ingest.py', in_the='source', assuming_its_a='cmdlinetask')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `HscMapper` class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's instantiate one and read it." + "The `HscMapper` class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." ] }, { @@ -130,7 +124,60 @@ "metadata": {}, "outputs": [], "source": [ - "help(HscMapper)" + "# help(HscMapper)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The mapper defines a (large) number of different dataset types. Some of these are specific to this particular dataset, others are more general. Even filtering out some intermediate dataset types, we are still left with a long list..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "mapper = HscMapper(root=repo)\n", + "all_dataset_types = mapper.getDatasetTypes()\n", + "\n", + "remove = ['_config', '_filename', '_md', '_sub', '_len', '_schema', '_metadata']\n", + "\n", + "shortlist = []\n", + "for dataset_type in all_dataset_types:\n", + " keep = True\n", + " for word in remove:\n", + " if word in dataset_type:\n", + " keep = False\n", + " if keep:\n", + " shortlist.append(dataset_type)\n", + "\n", + "print(shortlist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `butler` purpoorts to be able to check whether a dataset actually exists or not, but needs a specific dataset ID to check it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "butler.datasetExists('calexp', dataId={})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Instead, one can try querying the metadata and checking for an error." ] }, { @@ -139,7 +186,15 @@ "metadata": {}, "outputs": [], "source": [ - "help(Butler)" + "datasettype = 'calexp'\n", + "\n", + "try:\n", + " datasetkeys = butler.getKeys(datasettype)\n", + " onekey = list(datasetkeys.keys())[0]\n", + " metadata = butler.queryMetadata(datasettype, [onekey])\n", + " print(\"{} dataset exists.\".format(datasettype))\n", + "except:\n", + " print(\"{} dataset doesn't exist.\".format(datasettype))" ] }, { @@ -148,7 +203,7 @@ "metadata": {}, "outputs": [], "source": [ - "butler.getKeys('deepCoadd_calexp')" + "# help(butler)" ] }, { @@ -161,14 +216,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#This cell is temporary and just a way for me to have a concise reference while developing\n", - "\n", - "#Dataset types for the HSC_mapper dataset. \n", - "#Need a better way of obtaining all of these names.\n", + "# Interesting dataset types for the HSC_mapper dataset. \n", "datasettypes = ['calexp', 'calexpBackground', 'icSrc', \n", " 'src', 'srcMatch', 'srcMatchFull', 'ossImage', \n", " 'flattenedImage', 'wcs', 'fcr', 'photoCalib',\n", @@ -188,24 +240,24 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#This would be faster if only one query were issued\n", + "# This would be faster if only one query were issued\n", "visits = butler.queryMetadata('calexp', ['visit'])\n", "pointings = butler.queryMetadata('calexp', ['pointing'])\n", "ccds = butler.queryMetadata('calexp', ['ccd'])\n", "fields = butler.queryMetadata('calexp', ['field'])\n", "filters = butler.queryMetadata('calexp', ['filter'])\n", "\n", - "#Collect number of objects from Source Catalog\n", + "# Collect number of objects from Source Catalog\n", "sources = butler.queryMetadata('src', ['id'])" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -220,7 +272,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -229,21 +281,19 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "#Work on getting sky area estimate from tract info next" + "One key quantity for astronomers is the total sky area imaged. We can estimate this from the coadd tract info." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#Collect tracts from files\n", + "# Collect tracts from files\n", "import os, glob\n", "tracts = sorted([int(os.path.basename(x)) for x in\n", " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", @@ -255,19 +305,11 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "256.31471114783227\n" - ] - } - ], + "outputs": [], "source": [ - "#calculate area from all tracts\n", + "# Calculate area from all tracts\n", "skyMap = butler.get('deepCoadd_skyMap')\n", "total_area = 0.0 #deg^2\n", "for test_tract in tracts:\n", @@ -286,7 +328,7 @@ " #combine areas\n", " total_area += area\n", " \n", - "print(total_area)\n", + "print(\"Total area imaged (sq deg): \",total_area)\n", "\n", "#round total area for table purposes\n", "rounded_total_area = round(total_area, 2)\n", @@ -295,93 +337,26 @@ }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "# Dataset: HSC" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "| Metadata Characteristics | | \n", - " | :---: | --- | \n", - " | Number of Visits | 10333 | \n", - "| Number of Pointings | 133 | \n", - "| Number of CCDs | 112 | \n", - "| Number of Fields | 60 | \n", - "| Number of Filters | 13 | \n", - "| Number of Sources | 1154258 | \n", - "| Number of Tracts | 91 | \n", - "| Total Sky Area (deg$^2$) | 256.31 | \n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "Fields: (60 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['DOMEFLAT', 'DEN_E', 'BIAS', 'DEN_C', '10NP2P31', 'HEL30_I', 'MOON_LIGHT', 'COSMOS', 'DARK', 'HEL10_B', 'GD153', 'OBJECT', '11NM5P21', 'DEN_A', 'HIP67394', 'DITH_16H', 'ABELL2163', 'SKYFLAT', 'M31_N', 'M31_S', 'HIP67879', 'M31', 'NAMERICA', 'STRIPE82L', 'DITH_14H', 'CFHTLS_W1', 'DTH_A', 'FOCUS', 'SP01', 'DEEPE09', 'DITH_D', 'FOCUSING', 'DEEPE08', 'TEST', 'DEEPE02', 'DEEPE03', 'DEEPE06', 'DEEPE07', 'DEEPE01', 'COMET2014F3', 'DEEPE05', 'DEEPE10', 'DEEPE04', 'R10', 'SR01', 'SDSS_CAL', 'SSP_WIDE', 'SSP_UDEEP_SXDS', 'SSP_UDEEP_COSMOS', 'ON_AXIS_DOMEFLAT_90DEG', 'SSP_DEEP_DEEP2_3', 'ON_AXIS_DOMEFLAT_0DEG', 'SSP_AEGIS', 'SSP_DEEP_COSMOS', 'SSP_DEEP_ELAIS_N1', 'SSP_DEEP_XMM_LSS', 'SSP_DEEP_XMMS_LSS', 'ON_AXIS_DOMEFLAT', 'ON_AXIS_DOMEFLAT_72DEG', 'SXDS4HSCI2']\n" - ] - }, - { - "data": { - "text/markdown": [ - "Filters: (13 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['HSC-Z', 'HSC-G', 'ENG-R1', '109', 'HSC-I', 'NB0921', 'HSC-R', 'SH', 'HSC-Y', 'NB0816', 'NB0656', 'HSC-I2', 'NB0515']\n" - ] - } - ], - "source": [ - "#print out a report of the metadata\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Print out a report of the metadata\n", + "\n", + "# dataset_name = 'HSC'\n", + "# display(Markdown('# Dataset: %s' %dataset_name))\n", "\n", + "# A more automated version of the table title:\n", "dataset_name = 'HSC'\n", + "display(Markdown('# %s' % repo))\n", + "\n", + "\n", + "# Make a table of the collected metadata\n", "collected_data = [num_visits, num_pointings, num_ccds, num_fields, num_filters, num_sources, \n", " num_tracts, rounded_total_area]\n", "data_names = (\"Number of Visits\", \"Number of Pointings\", \"Number of CCDs\", \"Number of Fields\", \n", " \"Number of Filters\", \"Number of Sources\", \"Number of Tracts\", \"Total Sky Area (deg$^2$)\")\n", "\n", - "display(Markdown('# Dataset: %s' %dataset_name))\n", - "\n", - "# Make a table of the collected metadata\n", "output_table = \"| Metadata Characteristics | | \\n | :---: | --- | \\n \"\n", "counter = 0\n", "while counter < len(collected_data):\n", @@ -389,6 +364,7 @@ " counter += 1\n", "display(Markdown(output_table))\n", "\n", + "# Show which fields and filters we're talking about:\n", "display(Markdown('Fields: (%i total)' %num_fields))\n", "print(fields)\n", "display(Markdown('Filters: (%i total)' %num_filters))\n", @@ -400,18 +376,28 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "butler.datasetExists('raw', dataId={})" - ] + "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "butler.get" - ] + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] }, { "cell_type": "code", @@ -424,7 +410,10 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Tracts and Patches, Coadd Images\n", + "## Sandbox: Initial Exploration of Tracts and Patches, Coadd Images\n", + "\n", + "_To be deleted eventually..._\n", + "\n", "Let's try exploring the `hsc` dataset's coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", "\n", "We'll need a single coadd image to work from." From a538a15e29cd741ad9c552ffcb493348ebee1fae Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 2 Nov 2018 18:12:06 +0000 Subject: [PATCH 20/59] Update header to include Rob as co-owner --- Basics/Exploring_A_Data_Repo.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 294639a8..cc44e7ef 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -6,8 +6,8 @@ "source": [ "# Exploring a Data Repository\n", "\n", - "
Owner: **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", - "
Last Verified to Run: **2018-09-07**\n", + "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", + "
Last Verified to Run: **2018-11-02**\n", "
Verified Stack Release: **16.0**\n", "\n", "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", From 00311f59497aa576326bba8cd650df6d67b370d5 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Tue, 13 Nov 2018 22:59:42 +0000 Subject: [PATCH 21/59] Started Taster class --- Basics/DataInventory.ipynb | 85 +++++++++++++++++++++++++++++++++++++- stackclub/__init__.py | 3 +- stackclub/taster.py | 28 +++++++++++++ 3 files changed, 113 insertions(+), 3 deletions(-) create mode 100644 stackclub/taster.py diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 0327f051..2704a953 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -91,8 +91,15 @@ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", - "from IPython.display import IFrame, display, Markdown\n", - "\n", + "from IPython.display import IFrame, display, Markdown" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "import stackclub" ] }, @@ -206,6 +213,80 @@ "# done" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exploring the Data Repo with the Stack Club `Taster`\n", + "\n", + "The `stackclub` library provides a `Taster` class, to explore the datasets in a given repo." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", + "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", + "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", + "\n", + "butler = dafPersist.Butler(repo)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin = stackclub.Taster(butler)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.look_for_dataset_of_type('calexp')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "help(tarquin)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# help(butler)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "butler.getMapperClass(repo)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/stackclub/__init__.py b/stackclub/__init__.py index 6c9efb13..78552e31 100644 --- a/stackclub/__init__.py +++ b/stackclub/__init__.py @@ -1,3 +1,4 @@ from .where_is import * from .wimport import * -from .nbimport import * \ No newline at end of file +from .nbimport import * +from .taster import * \ No newline at end of file diff --git a/stackclub/taster.py b/stackclub/taster.py new file mode 100644 index 00000000..7cc5acf5 --- /dev/null +++ b/stackclub/taster.py @@ -0,0 +1,28 @@ +class Taster(object): + """ + Worker for tasting all the datasets in a Butler's repo. + Instantiate with a Butler object. + """ + def __init__(self, butler): + self.butler = butler + + return + + def look_for_dataset_of_type(self, datasettype): + """ + Check for the existence of the dataset of given type. + + Parameters + ========== + datasettype: string + Type of dataset to check for, eg 'calexp', 'raw', 'wcs' etc. + """ + try: + datasetkeys = self.butler.getKeys(datasettype) + onekey = list(datasetkeys.keys())[0] + metadata = self.butler.queryMetadata(datasettype, [onekey]) + print("{} dataset exists.".format(datasettype)) + return True + except: + print("{} dataset doesn't exist.".format(datasettype)) + return False From b60a6c5d8f40b0439fcd4dcd1580daba0513ecbe Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Wed, 14 Nov 2018 00:52:16 +0000 Subject: [PATCH 22/59] Added Rob's table report to the Taster --- Basics/DataInventory.ipynb | 183 +++++++++++++++++++++++++++++++------ stackclub/taster.py | 158 +++++++++++++++++++++++++++++--- 2 files changed, 299 insertions(+), 42 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 2704a953..962ccd79 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -103,25 +103,6 @@ "import stackclub" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import lsst.daf.persistence as dafPersist\n", - "import lsst.daf.base as dafBase\n", - "\n", - "import lsst.afw.math as afwMath\n", - "import lsst.afw.geom as afwGeom\n", - "\n", - "import lsst.afw.detection as afwDetect\n", - "import lsst.afw.image as afwImage\n", - "import lsst.afw.table as afwTable\n", - "\n", - "import lsst.afw.display as afwDisplay" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -230,9 +211,39 @@ "source": [ "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", - "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", - "\n", - "butler = dafPersist.Butler(repo)" + "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin = stackclub.Taster(repo, vb=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The taster, `tarquin`, carries a butler around with it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "type(tarquin.butler)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It uses this butler to search the repo for datasets, skymaps etc." ] }, { @@ -241,7 +252,7 @@ "metadata": {}, "outputs": [], "source": [ - "tarquin = stackclub.Taster(butler)" + "tarquin.look_for_datasets_of_type(['raw', 'calexp', 'deepCoadd_calexp', 'deepCoadd_mergeDet'])" ] }, { @@ -250,7 +261,14 @@ "metadata": {}, "outputs": [], "source": [ - "tarquin.look_for_dataset_of_type('calexp')" + "tarquin.look_for_skymap()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `what_exists` method searches for everything \"interesting\"." ] }, { @@ -259,7 +277,14 @@ "metadata": {}, "outputs": [], "source": [ - "help(tarquin)" + "tarquin.what_exists()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This dictionary is stored in the `exists` attribute:" ] }, { @@ -268,7 +293,14 @@ "metadata": {}, "outputs": [], "source": [ - "# help(butler)" + "tarquin.exists" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `Taster` can report on the data available, counting the number of visits, sources, etc, according to what's in the repo. It uses methods like this one:" ] }, { @@ -277,9 +309,106 @@ "metadata": {}, "outputs": [], "source": [ - "butler.getMapperClass(repo)" + "tarquin.estimate_sky_area()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "and this one:" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.count_things()\n", + "\n", + "print(tarquin.counts)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To have your `Taster` do all the above, and just report on what it finds, do:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.report()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For more on the `Taster`'s methods, do:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# help(tarquin)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Tastings" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for depth in ['WIDE', 'DEEP', 'UDEEP']:\n", + " repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", + " taster = stackclub.Taster(repo)\n", + " taster.report()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/stackclub/taster.py b/stackclub/taster.py index 7cc5acf5..07931b96 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -1,28 +1,156 @@ +import numpy as np +from IPython.display import display, Markdown + class Taster(object): """ Worker for tasting all the datasets in a Butler's repo. - Instantiate with a Butler object. + Instantiate with a repo. """ - def __init__(self, butler): - self.butler = butler - + def __init__(self, repo, vb=False): + self.repo = repo + from lsst.daf.persistence import Butler + self.butler = Butler(repo) + self.vb = vb + self.exists = {} + self.existence = False + self.counts = {} return - def look_for_dataset_of_type(self, datasettype): + def what_exists(self): + """ + Check for the existence of various useful things. + + Returns + ======= + exists: dict + Checklist of what exists (True) and what does not (False) + """ + interesting = ['raw', 'calexp', 'src', 'deepCoadd_calexp', 'deepCoadd_mergeDet'] + self.look_for_datasets_of_type(interesting) + self.look_for_skymap() + self.existence = True + return self.exists + + def look_for_datasets_of_type(self, datasettypes): """ Check for the existence of the dataset of given type. Parameters ========== - datasettype: string - Type of dataset to check for, eg 'calexp', 'raw', 'wcs' etc. - """ + datasettype: list of strings + Types of dataset to check for, eg 'calexp', 'raw', 'wcs' etc. + """ + for datasettype in datasettypes: + try: + datasetkeys = self.butler.getKeys(datasettype) + onekey = list(datasetkeys.keys())[0] + metadata = self.butler.queryMetadata(datasettype, [onekey]) + if self.vb: print("{} dataset exists.".format(datasettype)) + self.exists[datasettype] = True + except: + if self.vb: print("{} dataset doesn't exist.".format(datasettype)) + self.exists[datasettype] = False + return + + def look_for_skymap(self): + """ + Check for the existence of a skymap. + """ try: - datasetkeys = self.butler.getKeys(datasettype) - onekey = list(datasetkeys.keys())[0] - metadata = self.butler.queryMetadata(datasettype, [onekey]) - print("{} dataset exists.".format(datasettype)) - return True + self.skyMap = self.butler.get('deepCoadd_skyMap') + self.exists['deepCoadd_skyMap'] = True + if self.vb: print("deepCoadd_skyMap exists.") except: - print("{} dataset doesn't exist.".format(datasettype)) - return False + self.skyMap = None + self.exists['deepCoadd_skyMap'] = False + if self.vb: print("deepCoadd_skyMap doesn't exist.") + return + + def estimate_sky_area(self): + """ + Use available skymap to estimate sky area covered by tracts and patches. + + Returns + ======= + area: float + Sky area in square degrees + """ + if self.skyMap is None: return None + + # Collect tracts from files + import os, glob + tracts = sorted([int(os.path.basename(x)) for x in + glob.glob(os.path.join(self.repo, 'deepCoadd-results', 'merged', '*'))]) + self.counts['Number of Tracts'] = len(tracts) + # Note: We'd like to do this with the butler, but it appears 'tracts' have to be + # specified in the dataId to be queried, so the queryMetadata method fails + + # Calculate area from all tracts + total_area = 0.0 #deg^2 + plotting_vertices = [] + for test_tract in tracts: + # Get inner vertices for tract + tractInfo = self.skyMap[test_tract] + vertices = tractInfo._vertexCoordList + plotting_vertices.append(vertices) + + # Calculate area of box + av_dec = 0.5 * (vertices[2][1] + vertices[0][1]) + av_dec = av_dec.asRadians() + delta_ra_raw = vertices[0][0] - vertices[1][0] + delta_ra = delta_ra_raw.asDegrees() * np.cos(av_dec) + delta_dec= vertices[2][1] - vertices[0][1] + area = delta_ra * delta_dec.asDegrees() + + # Combine areas + total_area += area + + if self.vb: print("Total area imaged (sq deg): ",total_area) + + # Round of the total area for table purposes + self.counts['Total Sky Area (deg$^2$)'] = round(total_area, 2) + return self.counts['Total Sky Area (deg$^2$)'] + + def count_things(self): + """ + Count the available number of visits, sensors, fields etc. + """ + # Collect numbers of images of various kinds: + if self.exists['calexp']: + self.counts['Number of Visits'] = \ + len(self.butler.queryMetadata('calexp', ['visit'])) + self.counts['Number of Pointings'] = \ + len(self.butler.queryMetadata('calexp', ['pointing'])) + self.counts['Number of Sensor Visits'] = \ + len(self.butler.queryMetadata('calexp', ['ccd'])) + self.counts['Number of Fields'] = \ + len(self.butler.queryMetadata('calexp', ['field'])) + self.counts['Number of Filters'] = \ + len(self.butler.queryMetadata('calexp', ['filter'])) + # Collect number of objects from Source Catalog + if self.exists['src']: + self.counts['Number of Sources'] = \ + len(self.butler.queryMetadata('src', ['id'])) + return + + def report(self): + """ + Print a nice report of the data available in this repo. + """ + # First check what's there: + if not self.existence: self.what_exists() + + # Then, count the things: + self.count_things() + + # A more automated version of the table title: + display(Markdown('### %s' % self.repo)) + + # Make a table of the collected metadata + output_table = "| Metadata Characteristics | | \n | :---: | --- | \n " + for key in self.counts.keys(): + output_table += "| %s | %s | \n" %(key, self.counts[key]) + + display(Markdown(output_table)) + + return \ No newline at end of file From be27c0cd819e674f52077da8fb6d340e9e8caaf1 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Wed, 14 Nov 2018 01:07:38 +0000 Subject: [PATCH 23/59] Tried looping over available data repos... --- Basics/DataInventory.ipynb | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 962ccd79..88e753ea 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -382,25 +382,39 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "The following loops over all shared datasets fails in interesting ways: some folders don't seem to be `Butler`-friendly. We need to do a bit more work to identify the actual repos available to us." + ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "for repo in shared_datasets:\n", + " try:\n", + " taster = stackclub.Taster(repo)\n", + " taster.report()\n", + " except:\n", + " print(\"Taster failed to explore repo \",repo)" + ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "for repo in datasets:\n", + " try:\n", + " taster = stackclub.Taster(repo)\n", + " taster.report()\n", + " except:\n", + " print(\"Taster failed to explore repo \",repo)" + ] }, { "cell_type": "code", From c38990efa138b76da3b1b7682a6d2cc247a7433d Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Wed, 14 Nov 2018 01:23:36 +0000 Subject: [PATCH 24/59] Display sky area in table too --- Basics/DataInventory.ipynb | 19 ++++++++++++++----- stackclub/taster.py | 16 +++++++++++----- 2 files changed, 25 insertions(+), 10 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 88e753ea..f31260f5 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -9,8 +9,8 @@ }, "source": [ "# Exploring the Shared Datasets in the LSST Science Platform\n", - "
Owner(s): **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), \n", - "
Last Verified to Run: **2018-08-05**\n", + "
Owner(s): **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10))\n", + "
Last Verified to Run: **2018-11-13**\n", "
Verified Stack Release: **16.0**\n", "\n", "In this notebook we'll take a look at some of the datasets available on the LSST Science Platform. \n", @@ -20,9 +20,9 @@ "After working through this tutorial you should be able to: \n", "1. Start figuring out which of the available datasets is going to be of most use to you in any given project; \n", "\n", - "When it is finished, you should be able to use the `stackclub` library function to:\n", - "2. Plot the patches and tracts in a given dataset on the sky;\n", - "3. List the available catalogs in a given dataset.\n", + "When it is finished, you should be able to use the `stackclub.Taster` to:\n", + "2. Report on the available data in a given dataset;\n", + "3. Plot the patches and tracts in a given dataset on the sky.\n", "\n", "### Logistics\n", "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", @@ -369,6 +369,13 @@ "## Example Tastings" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's compare the WIDE, DEEP and UDEEP parts of the HSC dataset." + ] + }, { "cell_type": "code", "execution_count": null, @@ -385,6 +392,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "Hmm. The sky area is different but the `calexp` and `src` data is the same? Weird.\n", + "\n", "The following loops over all shared datasets fails in interesting ways: some folders don't seem to be `Butler`-friendly. We need to do a bit more work to identify the actual repos available to us." ] }, diff --git a/stackclub/taster.py b/stackclub/taster.py index 07931b96..b0383aea 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -77,6 +77,10 @@ def estimate_sky_area(self): """ if self.skyMap is None: return None + area_label = 'Total Sky Area (deg$^2$)' + if area_label in self.counts.keys(): + return self.counts[area_label] + # Collect tracts from files import os, glob tracts = sorted([int(os.path.basename(x)) for x in @@ -105,11 +109,11 @@ def estimate_sky_area(self): # Combine areas total_area += area - if self.vb: print("Total area imaged (sq deg): ",total_area) + if self.vb: print(area_label, ": ", total_area) # Round of the total area for table purposes - self.counts['Total Sky Area (deg$^2$)'] = round(total_area, 2) - return self.counts['Total Sky Area (deg$^2$)'] + self.counts[area_label] = round(total_area, 2) + return self.counts[area_label] def count_things(self): """ @@ -140,10 +144,11 @@ def report(self): # First check what's there: if not self.existence: self.what_exists() - # Then, count the things: + # Then, get the numbers: self.count_things() + self.estimate_sky_area() - # A more automated version of the table title: + # A nice bold section heading: display(Markdown('### %s' % self.repo)) # Make a table of the collected metadata @@ -151,6 +156,7 @@ def report(self): for key in self.counts.keys(): output_table += "| %s | %s | \n" %(key, self.counts[key]) + # Display it: display(Markdown(output_table)) return \ No newline at end of file From 92ffc0d3e95cc91eeb9c9bb9dcbd460b793f6bca Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sat, 17 Nov 2018 08:18:24 +0000 Subject: [PATCH 25/59] Add a few markdown cells to explain methods and show how to get the filters --- Basics/DataInventory.ipynb | 33 ++++++++++++++++++++++++++++----- 1 file changed, 28 insertions(+), 5 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index f31260f5..bc8345df 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -10,7 +10,7 @@ "source": [ "# Exploring the Shared Datasets in the LSST Science Platform\n", "
Owner(s): **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10))\n", - "
Last Verified to Run: **2018-11-13**\n", + "
Last Verified to Run: **2018-11-17**\n", "
Verified Stack Release: **16.0**\n", "\n", "In this notebook we'll take a look at some of the datasets available on the LSST Science Platform. \n", @@ -200,7 +200,7 @@ "source": [ "## Exploring the Data Repo with the Stack Club `Taster`\n", "\n", - "The `stackclub` library provides a `Taster` class, to explore the datasets in a given repo." + "The `stackclub` library provides a `Taster` class, to explore the datasets in a given repo. As an example, let's take a look at some HSC data using the `Taster`." ] }, { @@ -268,7 +268,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `what_exists` method searches for everything \"interesting\"." + "The `what_exists` method searches for everything \"interesting\". In the `taster.py` class, interesting currently consists of \n", + "* `'raw'`\n", + "* `'calexp'` \n", + "* `'src'`\n", + "* `'deepCoadd_calexp'`\n", + "* `'deepCoadd_mergeDet'` \n", + "\n", + "but this method can easily be updated to include more dataset types." ] }, { @@ -346,6 +353,22 @@ "tarquin.report()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you are interested in learning which fields, filters, visits, etc. have been counted by Tarquin, remember that Tarquin carries a Butler around with it, so you can run typical Butler methods. For example, you can look at the filters like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.butler.queryMetadata('calexp', ['filter'])" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -359,7 +382,7 @@ "metadata": {}, "outputs": [], "source": [ - "# help(tarquin)" + "#help(tarquin)" ] }, { @@ -555,7 +578,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.2" + "version": "3.6.6" }, "livereveal": { "scroll": true, From 5912c2b361a1ecbec8fc4ccec46830c90d8c47c5 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sat, 17 Nov 2018 09:07:51 +0000 Subject: [PATCH 26/59] Try and fail at using Jim's notebook to plot skymap --- Basics/DataInventory.ipynb | 105 +++++++++++++++++++++++++++++++++++++ 1 file changed, 105 insertions(+) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index bc8345df..10111043 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -551,6 +551,111 @@ "\"\"\";" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For now, I have added Jim's notebook to this directory. We can decide later on the best way to import the functionality, but this should work for the time being." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "import dm_butler_skymap\n", + "from lsst.daf.persistence import Butler\n", + "import glob\n", + "import os\n", + "import sqlite3" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "repo = \"/datasets/hsc/repo/rerun/DM-13666/WIDE\"\n", + "butler = Butler(repo)\n", + "skyMap = butler.get('deepCoadd_skyMap')\n", + "\n", + "tracts = sorted([int(os.path.basename(x)) for x in\n", + " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = None\n", + "for tract in tracts:\n", + " ax = dm_butler_skymap.plot_skymap_tract(skyMap, tract=tract, title='', ax=ax)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "ename": "OperationalError", + "evalue": "unable to open database file", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mOperationalError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;31m# Now overlay a single focal plane, for the chosen visit, in violet:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mdm_butler_skymap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot_focal_plane_fast\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbutler\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvisit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"violet\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/notebooks/StackClub/Basics/dm_butler_skymap.py\u001b[0m in \u001b[0;36mplot_focal_plane_fast\u001b[0;34m(butler, visit, ax, color, opsimdb)\u001b[0m\n\u001b[1;32m 230\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mopsimdb\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 231\u001b[0m \u001b[0mopsimdb\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'/global/projecta/projectdirs/lsst/groups/SSim/DC2/minion_1016_desc_dithered_v4.db'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 232\u001b[0;31m \u001b[0mconn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msqlite3\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopsimdb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 233\u001b[0m \u001b[0mobs_gen\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mObservationMetaDataGenerator\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdatabase\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopsimdb\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdriver\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'sqlite'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 234\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mOperationalError\u001b[0m: unable to open database file" + ] + } + ], + "source": [ + "visit = butler.queryMetadata('calexp', ['visit'])[0]\n", + "\n", + "# Now overlay a single focal plane, for the chosen visit, in violet:\n", + "dm_butler_skymap.plot_focal_plane_fast(butler, visit, ax, color=\"violet\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Finally, overlay the Run 1.1p main survey and uDDF regions, and then adjust the axes:\n", + "dm_butler_skymap.plot_Run1_1p_region(ax)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ax.set_xlim(60.5, 50.0)\n", + "ax.set_ylim(-33.5, -25.5)\n", + "plt.legend(loc=0)\n", + "plt,show()\n" + ] + }, { "cell_type": "markdown", "metadata": {}, From 5ce8a710e021e970ab7b07e219bc15c66db8cc48 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sat, 17 Nov 2018 09:08:57 +0000 Subject: [PATCH 27/59] Clear outputs --- Basics/DataInventory.ipynb | 38 ++++++-------------------------------- 1 file changed, 6 insertions(+), 32 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 10111043..3282e9bf 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -560,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -573,7 +573,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -587,22 +587,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ax = None\n", "for tract in tracts:\n", @@ -611,22 +598,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "OperationalError", - "evalue": "unable to open database file", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mOperationalError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;31m# Now overlay a single focal plane, for the chosen visit, in violet:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mdm_butler_skymap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot_focal_plane_fast\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbutler\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvisit\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"violet\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/notebooks/StackClub/Basics/dm_butler_skymap.py\u001b[0m in \u001b[0;36mplot_focal_plane_fast\u001b[0;34m(butler, visit, ax, color, opsimdb)\u001b[0m\n\u001b[1;32m 230\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mopsimdb\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 231\u001b[0m \u001b[0mopsimdb\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'/global/projecta/projectdirs/lsst/groups/SSim/DC2/minion_1016_desc_dithered_v4.db'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 232\u001b[0;31m \u001b[0mconn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msqlite3\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopsimdb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 233\u001b[0m \u001b[0mobs_gen\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mObservationMetaDataGenerator\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdatabase\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopsimdb\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdriver\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'sqlite'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 234\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mOperationalError\u001b[0m: unable to open database file" - ] - } - ], + "outputs": [], "source": [ "visit = butler.queryMetadata('calexp', ['visit'])[0]\n", "\n", From b92ef634574196d411dee81d50253e0d9956d1d9 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sun, 25 Nov 2018 18:51:34 +0000 Subject: [PATCH 28/59] Add plotting function to taster. Add tracts to taster attributes. --- stackclub/taster.py | 30 ++++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) diff --git a/stackclub/taster.py b/stackclub/taster.py index b0383aea..1a835371 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -14,6 +14,7 @@ def __init__(self, repo, vb=False): self.exists = {} self.existence = False self.counts = {} + self.tracts = [] return def what_exists(self): @@ -66,6 +67,8 @@ def look_for_skymap(self): if self.vb: print("deepCoadd_skyMap doesn't exist.") return + + def estimate_sky_area(self): """ Use available skymap to estimate sky area covered by tracts and patches. @@ -85,7 +88,10 @@ def estimate_sky_area(self): import os, glob tracts = sorted([int(os.path.basename(x)) for x in glob.glob(os.path.join(self.repo, 'deepCoadd-results', 'merged', '*'))]) + + self.tracts = tracts self.counts['Number of Tracts'] = len(tracts) + # Note: We'd like to do this with the butler, but it appears 'tracts' have to be # specified in the dataId to be queried, so the queryMetadata method fails @@ -137,6 +143,27 @@ def count_things(self): len(self.butler.queryMetadata('src', ['id'])) return + def plot_sky_coverage(self): + import matplotlib.pyplot as plt + plt.figure() + + for tract in self.tracts: + tractInfo = self.skyMap[tract] + + corners = [(x[0].asDegrees(), x[1].asDegrees()) for x in tractInfo.getVertexList()] + x = [k[0] for k in corners] + [corners[0][0]] + y = [k[1] for k in corners] + [corners[0][1]] + + plt.plot(x,y, color='b') + + plt.xlabel('RA (deg)') + plt.ylabel('Dec (deg)') + plt.title('2D Projection of Sky Coverage') + + plt.show() + return + + def report(self): """ Print a nice report of the data available in this repo. @@ -158,5 +185,8 @@ def report(self): # Display it: display(Markdown(output_table)) + + # Plot sky coverage + self.plot_sky_coverage() return \ No newline at end of file From ff0d235af12f58a2a04ca02b30b76cff95027a75 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sun, 25 Nov 2018 18:52:30 +0000 Subject: [PATCH 29/59] Display plotting functionality in DataInventory notebook --- Basics/DataInventory.ipynb | 257 ++++++++++++++++++++++++++----------- 1 file changed, 181 insertions(+), 76 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 3282e9bf..3bfff4a7 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -205,18 +205,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", + "depth = 'UDEEP' # WIDE, DEEP, UDEEP\n", "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -232,9 +232,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "lsst.daf.persistence.butler.Butler" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "type(tarquin.butler)" ] @@ -248,18 +259,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "raw dataset exists.\n", + "calexp dataset exists.\n", + "deepCoadd_calexp dataset doesn't exist.\n", + "deepCoadd_mergeDet dataset doesn't exist.\n" + ] + } + ], "source": [ "tarquin.look_for_datasets_of_type(['raw', 'calexp', 'deepCoadd_calexp', 'deepCoadd_mergeDet'])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "deepCoadd_skyMap exists.\n" + ] + } + ], "source": [ "tarquin.look_for_skymap()" ] @@ -296,9 +326,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'raw': True,\n", + " 'calexp': True,\n", + " 'deepCoadd_calexp': False,\n", + " 'deepCoadd_mergeDet': False,\n", + " 'deepCoadd_skyMap': True}" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "tarquin.exists" ] @@ -312,9 +357,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Sky Area (deg$^2$) : 31.040258236830155\n" + ] + }, + { + "data": { + "text/plain": [ + "31.04" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "tarquin.estimate_sky_area()" ] @@ -346,9 +409,55 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "raw dataset exists.\n", + "calexp dataset exists.\n", + "src dataset exists.\n", + "deepCoadd_calexp dataset doesn't exist.\n", + "deepCoadd_mergeDet dataset doesn't exist.\n", + "deepCoadd_skyMap exists.\n" + ] + }, + { + "data": { + "text/markdown": [ + "### /datasets/hsc/repo/rerun/DM-13666/UDEEP/" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "| Metadata Characteristics | | \n", + " | :---: | --- | \n", + " | Number of Tracts | 11 | \n", + "| Total Sky Area (deg$^2$) | 31.04 | \n", + "| Number of Visits | 10333 | \n", + "| Number of Pointings | 133 | \n", + "| Number of Sensor Visits | 112 | \n", + "| Number of Fields | 60 | \n", + "| Number of Filters | 13 | \n", + "| Number of Sources | 1154258 | \n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tarquin.report()" ] @@ -369,6 +478,15 @@ "tarquin.butler.queryMetadata('calexp', ['filter'])" ] }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.plot_sky_coverage()" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -517,12 +635,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 11 tracts\n" + ] + } + ], "source": [ "# repo = \"/project/shared/data/Twinkles_subset/output_data_v2\"\n", - "repo = \"/datasets/hsc/repo/rerun/DM-13666/WIDE\"\n", + "repo = \"/datasets/hsc/repo/rerun/DM-13666/UDEEP\"\n", "butler = dafPersist.Butler(repo)\n", "\n", "# Glob the merged coadd folder for the tracts that have data. Unfortunately, this information is not\n", @@ -559,75 +685,54 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "import dm_butler_skymap\n", - "from lsst.daf.persistence import Butler\n", - "import glob\n", - "import os\n", - "import sqlite3" + "For our purposes, I don't know that it is necessary to show as much detail as Jim does in his notebook. As a start, I am just showing how to plot the tracts based on the RA and Dec of their inner boxes. I have also added this plotting capability to `taster.py` as the `plot_sky_coverage` function. If we want to overlay the focal plane and color the individual visits, we can take some lines of code from Jim's notebook. However, my inclination is to wait to see what functionality the Gen3 Butler will provide before spending too much time on making the perfect visualization." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ - "repo = \"/datasets/hsc/repo/rerun/DM-13666/WIDE\"\n", - "butler = Butler(repo)\n", - "skyMap = butler.get('deepCoadd_skyMap')\n", + "plt.figure()\n", "\n", - "tracts = sorted([int(os.path.basename(x)) for x in\n", - " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ax = None\n", - "for tract in tracts:\n", - " ax = dm_butler_skymap.plot_skymap_tract(skyMap, tract=tract, title='', ax=ax)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "visit = butler.queryMetadata('calexp', ['visit'])[0]\n", + "for tract in tarquin.tracts:\n", + " tractInfo = tarquin.skyMap[tract]\n", + " \n", + " corners = [(x[0].asDegrees(), x[1].asDegrees()) for x in tractInfo.getVertexList()]\n", + " x = [k[0] for k in corners] + [corners[0][0]]\n", + " y = [k[1] for k in corners] + [corners[0][1]]\n", + " \n", + " plt.plot(x,y, color='b')\n", + " \n", + "plt.xlabel('RA (deg)')\n", + "plt.ylabel('Dec (deg)')\n", + "plt.title('2D Projection of Sky Coverage')\n", "\n", - "# Now overlay a single focal plane, for the chosen visit, in violet:\n", - "dm_butler_skymap.plot_focal_plane_fast(butler, visit, ax, color=\"violet\")" + "plt.show()\n" ] }, { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Finally, overlay the Run 1.1p main survey and uDDF regions, and then adjust the axes:\n", - "dm_butler_skymap.plot_Run1_1p_region(ax)" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "ax.set_xlim(60.5, 50.0)\n", - "ax.set_ylim(-33.5, -25.5)\n", - "plt.legend(loc=0)\n", - "plt,show()\n" + "In `taster.py` I added a call to make this plot in the `report` function, but for some reason the plot does not show up when the `report` function is called. I need some help figuring out why this is happening." ] }, { @@ -657,7 +762,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.6.2" }, "livereveal": { "scroll": true, From d0bef60177096b8a7c79420816e9d05eeb61c99a Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sun, 25 Nov 2018 18:54:00 +0000 Subject: [PATCH 30/59] Add Jim's notebook to have a local copy of all functionalities --- Basics/dm_butler_skymap.ipynb | 415 ++++++++++++++++++++++++++++++++++ 1 file changed, 415 insertions(+) create mode 100644 Basics/dm_butler_skymap.ipynb diff --git a/Basics/dm_butler_skymap.ipynb b/Basics/dm_butler_skymap.ipynb new file mode 100644 index 00000000..fb573e9e --- /dev/null +++ b/Basics/dm_butler_skymap.ipynb @@ -0,0 +1,415 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plotting the DC2 Run1.1p skyMap\n", + "
Owner: **Jim Chiang** ([@jchiang87](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@jchiang87))\n", + "
Last Verified to Run: **2018-10-26** (by @yymao)\n", + "\n", + "In this notebook, we show how to use the data butler to obtain information on the skyMap used in the coadd analyses performed by the DRP pipeline. These skyMaps are composed of tracts and patches on the sky. Each tract is a rectangular region of the sky with a common map projection; each tract is further divided into rectangular patches, which use the same tract coordinate system and which are a convenient size for processing the coadd data. A more complete description of the skyMap geometry is given in the HSC Software Pipeline paper ([Bosch et al. 2017](https://arxiv.org/abs/1705.06766)).\n", + "\n", + "Equipped with the info from the skyMap, we plot the tracts and patches that were used with the Run1.1p processing and overlay the WFD and uDDF simulation regions. We also use the butler to access the visit-level data and show how one can access the calexp (calibrated exposure) image data to obtain the PSF, zero-point, etc. as measured by the Stack for a given exposure. Finally, we show how to plot the sky region imaged on the focal plane for a given visit in two ways: the first using the CCD coordinates available from the calexps and the other using the lsst_sims code to compute those coordinates from the pointing information for the visit.\n", + "\n", + "## Set Up" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import glob\n", + "import warnings\n", + "import sqlite3\n", + "import re\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.path import Path\n", + "import matplotlib.patches as patches\n", + "%matplotlib inline\n", + "\n", + "import lsst.afw.geom as afw_geom\n", + "import lsst.afw.cameraGeom as cameraGeom\n", + "import lsst.daf.persistence as dp\n", + "# The lsst_sims code issues some ignorable warnings regarding ids used for querying the object\n", + "# databases.\n", + "with warnings.catch_warnings():\n", + " warnings.simplefilter(\"ignore\")\n", + " import lsst.sims.coordUtils\n", + " from lsst.sims.catUtils.utils import ObservationMetaDataGenerator\n", + " from lsst.sims.utils import getRotSkyPos\n", + " \n", + "from desc_dc2_dm_data import REPOS" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plotting Functions\n", + "First, we define some functions to plot the tract, patch, and CCD regions on the sky. These are copied from [example code](https://github.com/yalsayyad/dm_notebooks/blob/master/desc-ssim/DESC-SSim%20Patch%20Geometry.ipynb) that Yusra AlSayyad presented at the [2017-06-29 SSim meeting](https://confluence.slac.stanford.edu/pages/viewpage.action?pageId=224461017)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def make_patch(vertexList, wcs=None):\n", + " \"\"\"\n", + " Return a Path in sky coords from vertex list in pixel coords.\n", + " \n", + " Parameters\n", + " ----------\n", + " vertexList: list of coordinates\n", + " These are the corners of the region to be plotted either in pixel coordinates or\n", + " sky coordinates.\n", + " wcs: lsst.afw.geom.skyWcs.skyWcs.SkyWcs [None]\n", + " The WCS object used to convert from pixel to sky coordinates.\n", + "\n", + " Returns\n", + " -------\n", + " matplotlib.path.Path: The encapsulation of the vertex info that matplotlib uses to\n", + " plot a patch.\n", + " \"\"\"\n", + " if wcs is not None:\n", + " skyPatchList = [wcs.pixelToSky(pos).getPosition(afw_geom.degrees)\n", + " for pos in vertexList]\n", + " else:\n", + " skyPatchList = vertexList\n", + " verts = [(coord[0], coord[1]) for coord in skyPatchList]\n", + " verts.append((0,0))\n", + " codes = [Path.MOVETO,\n", + " Path.LINETO,\n", + " Path.LINETO,\n", + " Path.LINETO,\n", + " Path.CLOSEPOLY,\n", + " ]\n", + " return Path(verts, codes)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_skymap_tract(skyMap, tract=0, title=None, ax=None):\n", + " \"\"\"\n", + " Plot a tract from a skyMap.\n", + " \n", + " Parameters\n", + " ----------\n", + " skyMap: lsst.skyMap.SkyMap\n", + " The SkyMap object containing the tract and patch information.\n", + " tract: int [0]\n", + " The tract id of the desired tract to plot.\n", + " title: str [None]\n", + " Title of the tract plot. If None, the use `tract `.\n", + " ax: matplotlib.axes._subplots.AxesSubplot [None]\n", + " The subplot object to contain the tract plot. If None, then make a new one.\n", + "\n", + " Returns\n", + " -------\n", + " matplotlib.axes._subplots.AxesSubplot: The subplot containing the tract plot.\n", + " \"\"\"\n", + " if title is None:\n", + " title = 'tract {}'.format(tract)\n", + " tractInfo = skyMap[tract]\n", + " tractBox = afw_geom.Box2D(tractInfo.getBBox())\n", + " tractPosList = tractBox.getCorners()\n", + " wcs = tractInfo.getWcs()\n", + " xNum, yNum = tractInfo.getNumPatches()\n", + "\n", + " if ax is None:\n", + " fig = plt.figure(figsize=(12,8))\n", + " ax = fig.add_subplot(111)\n", + "\n", + " tract_center = wcs.pixelToSky(tractBox.getCenter())\\\n", + " .getPosition(afw_geom.degrees)\n", + " ax.text(tract_center[0], tract_center[1], '%d' % tract, size=16,\n", + " ha=\"center\", va=\"center\", color='blue')\n", + " for x in range(xNum):\n", + " for y in range(yNum):\n", + " patchInfo = tractInfo.getPatchInfo([x, y])\n", + " patchBox = afw_geom.Box2D(patchInfo.getOuterBBox())\n", + " pixelPatchList = patchBox.getCorners()\n", + " path = make_patch(pixelPatchList, wcs)\n", + " patch = patches.PathPatch(path, alpha=0.1, lw=1)\n", + " ax.add_patch(patch)\n", + " center = wcs.pixelToSky(patchBox.getCenter())\\\n", + " .getPosition(afw_geom.degrees)\n", + " ax.text(center[0], center[1], '%d,%d'%(x,y), size=6,\n", + " ha=\"center\", va=\"center\")\n", + "\n", + " skyPosList = [wcs.pixelToSky(pos).getPosition(afw_geom.degrees)\n", + " for pos in tractPosList]\n", + " ax.set_xlim(max(coord[0] for coord in skyPosList) + 1,\n", + " min(coord[0] for coord in skyPosList) - 1)\n", + " ax.set_ylim(min(coord[1] for coord in skyPosList) - 1,\n", + " max(coord[1] for coord in skyPosList) + 1)\n", + " ax.grid(ls=':',color='gray')\n", + " ax.set_xlabel(\"RA (deg.)\")\n", + " ax.set_ylabel(\"Dec (deg.)\")\n", + " ax.set_title(title)\n", + " return ax" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following function loops over the available calexps as returned by the data butler to determine which CCDs to draw. Unfortunately, looping over those calexps using the butler is rather slow, but would be necessary if we wanted to access CCD-level information, like the PSF, from the calexps.\n", + "We include this function here for your edification, but then provide a faster function below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_focal_plane(butler, visit, ax, color='red'):\n", + " \"\"\"\n", + " Plot the CCDs in the LSST focal plane using the coordinate information in the calexps.\n", + " \n", + " Notes\n", + " -----\n", + " By looping over the available calexps, we only plot the CCDs for which image data\n", + " are available.\n", + " \n", + " Parameters\n", + " ----------\n", + " butler: lsst.daf.persistence.Butler\n", + " The data butler serving up data from the desired repo.\n", + " visit: int\n", + " The visit or obsHistID number.\n", + " ax: matplotlib.axes._subplots.AxesSubplot\n", + " The matplotlib subplot object onto which to plot the focal plane.\n", + " color: str ['red']\n", + " Color to use for plotting the individual CCDs.\n", + " \n", + " Returns\n", + " -------\n", + " matplotlib.axes._subplots.AxesSubplot: The subplot object used for plotting.\n", + " \"\"\"\n", + " # We use the `subset` method to obtain all of the `datarefs` (i.e., references to calexp\n", + " # data in this case) that satisfy an \"incomplete\" dataId. For visit-level calexp data,\n", + " # a unique dataset would specify visit, raft, and sensor. If we just give the visit, then\n", + " # references to the available data for all of the CCDs would be returned.\n", + " dataId = dict(visit=visit)\n", + " datarefs = list(butler.subset('calexp', dataId=dataid))\n", + " for i, dataref in enumerate(datarefs):\n", + " calexp = dataref.get('calexp')\n", + " # We're not going to do anything with it here, but we can get the PSF from the calexp\n", + " # like this:\n", + " # psf = calexp.getPsf()\n", + " # and we can get the zero-point (in ADU) like this\n", + " # zero_point = calexp.getCalib().getFluxMag0()\n", + " ccd_box = afw_geom.Box2D(calexp.getBBox())\n", + " wcs = calexp.getWcs()\n", + " path = make_patch(ccd_box.getCorners(), wcs)\n", + " ccd = patches.PathPatch(path, alpha=0.2, lw=1, color=color)\n", + " ax.add_patch(ccd)\n", + " center = wcs.pixelToSky(ccd_box.getCenter()).getPosition(afw_geom.degrees)\n", + " return ax" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following fast version of the focal plane plotting code uses the lsst_sims package to obtain the location and orientation of the CCDs based on the pointing information for the desired visit. That pointing information is extracted from the dithered minion_1016 OpSim db that has been prepared for DC2. Since this code does not access the individual calexps for each CCD, it runs much faster. However, it assumes that the obs_lsstSim package was used in the analysis of the data, and it needs to use the inferred locations of the calexp files to determine if calexp data for a given CCD is available. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_focal_plane_fast(butler, visit, ax, color='red', opsimdb=None):\n", + " \"\"\"\n", + " Plot the CCDs in the LSST focal plane using CCD coordinates derived from the pointing\n", + " info using the lsst.sims code. \n", + " \n", + " Notes\n", + " -----\n", + " This function assumes that the obs_lsstSims package was used to define the camera geometry \n", + " for the analysis of the simulated image data.\n", + "\n", + " Parameters\n", + " ----------\n", + " butler: lsst.daf.persistence.Butler\n", + " The data butler serving up data from the desired repo.\n", + " visit: int\n", + " The visit or obsHistID number.\n", + " ax: matplotlib.axes._subplots.AxesSubplot\n", + " The matplotlib subplot object onto which to plot the focal plane.\n", + " color: str ['red']\n", + " Color to use for plotting the individual CCDs.\n", + " opsimDb: str [None]\n", + " Filename of the OpSim sqlite database. If None, then the dithered opsim db for Run1.1p\n", + " is used.\n", + "\n", + " Returns\n", + " -------\n", + " matplotlib.axes._subplots.AxesSubplot: The subplot object used for plotting.\n", + " \"\"\"\n", + " if opsimdb is None:\n", + " opsimdb = '/global/projecta/projectdirs/lsst/groups/SSim/DC2/minion_1016_desc_dithered_v4.db'\n", + " conn = sqlite3.connect(opsimdb)\n", + " obs_gen = ObservationMetaDataGenerator(database=opsimdb, driver='sqlite')\n", + "\n", + " # The dithered pointing info was added to the baseline minion_1016 db. We query for the values\n", + " # used for the desired visit.\n", + " curs = conn.execute('''select descDitheredRA, descDitheredDec, descDitheredRotTelPos\n", + " from summary where obshistid={}'''.format(visit))\n", + " ra, dec, rottelpos = [np.degrees(x) for x in curs][0]\n", + " \n", + " # An ObservationMetaData object used to pass the pointing info to the function in\n", + " # lsst.sims.coordUtils that provides the CCD coordinates.\n", + " obs_md = obs_gen.getObservationMetaData(obsHistID=visit, boundType='circle', boundLength=0.1)[0]\n", + " obs_md.pointingRA = ra\n", + " obs_md.pointingDec = dec\n", + " obs_md.OpsimMetaData['rotTelPos'] = rottelpos\n", + "\n", + " # Convert the rotation angle of the sky relative to the telescope to the sky angle relative to\n", + " # the camera.\n", + " obs_md.rotSkyPos = getRotSkyPos(ra, dec, obs_md, rottelpos)\n", + " \n", + " # Use the butler to get the camera appropriate for this observation. If the data were from a\n", + " # different camera, e.g., DECam or HSC, the corresponding camera objects with the associated\n", + " # CCD geometries would be returned.\n", + " camera = butler.get('camera')\n", + " \n", + " # Grab one of the calexps via its dataref so that we can ask for its filename and thereby infer\n", + " # the location on disk of all of the calexps for this visit.\n", + " dataref = list(butler.subset('calexp', visit=visit))[0]\n", + " calexp_path = os.path.dirname(os.path.dirname(dataref.get('calexp_filename')[0]))\n", + " \n", + " # The following code is specific to the obs_lsstSim package and how it names CCDs\n", + " # (e.g., \"R:2,2 S:1,1\") and formulates the path components for writing to disk. This\n", + " # code would not work for a different obs_ package/camera implementation.\n", + " \n", + " # Re-order the CCD vertex list returned by the lsst_sims code so that a rectangle is plotted.\n", + " corner_index = (np.array([0, 1, 3, 2]),)\n", + " for det in camera:\n", + " # Skip the WAVEFRONT and GUIDER CCDs\n", + " if det.getType() != cameraGeom.SCIENCE:\n", + " continue\n", + " detname = det.getName()\n", + " raft, sensor = re.match(r'R:?(\\d,?\\d)[_ ]S:?(\\d,?\\d)', detname).groups()\n", + " raft = 'R' + raft.replace(',', '')\n", + " sensor = 'S{}.fits'.format(sensor.replace(',', ''))\n", + " if os.path.isfile(os.path.join(calexp_path, raft, sensor)):\n", + " corners = np.array(lsst.sims.coordUtils.getCornerRaDec(detname, camera, obs_md))\n", + " path = make_patch(corners[corner_index])\n", + " ccd = patches.PathPatch(path, alpha=0.2, lw=1, color=color)\n", + " ax.add_patch(ccd)\n", + " \n", + " return ax" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following function just plots the boundaries of the Run1.1p regions as described in the [Run 1.1p Specifications document](https://docs.google.com/document/d/1aQOPL9smeDlhtlwDrp39Zuu2q8DKivDaHLQX3_omwOI/edit)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_Run1_1p_region(ax):\n", + " \"\"\"Plot the WFD and uDDF regions for Run1.1p.\"\"\"\n", + " uddf_ra = [53.764, 52.486, 52.479, 53.771, 53.764]\n", + " uddf_dec = [-27.533, -27.533, -28.667, -28.667, -27.533]\n", + "\n", + " wfd_ra = [52.25, 52.11, 58.02, 57.87, 52.25]\n", + " wfd_dec = [-27.25, -32.25, -32.25, -27.25, -27.25]\n", + "\n", + " ax.errorbar(wfd_ra, wfd_dec, fmt='-', color='green',\n", + " label='protoDC2 WFD boundary')\n", + " ax.errorbar(uddf_ra, uddf_dec, fmt='-', color='red',\n", + " label='uDDF boundary')\n", + " return ax" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Making the Plot\n", + "We now use the above functions to plot the tracts and patches on the sky. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "repo = REPOS['1.2p']\n", + "butler = dp.Butler(repo)\n", + "\n", + "# Single visit to overlay:\n", + "visit = 219976\n", + "\n", + "# WARNING: this is a hack to search the coadd folder for the tracts that have data.\n", + "# Unfortunately, this information is not directly accessible from the data butler. \n", + "ref_path = butler.getUri('deepCoadd_forced_src', tract=4851, patch='0,0', filter='i')\n", + "ref_path, success, _ = ref_path.partition('/4851/0,0')\n", + "if not success:\n", + " ref_path = ref_path.partition('/i_t4851_p0,0')[0]\n", + "tracts = sorted(set((int(re.search(r'(\\d{4})', t).groups()[0]) for t in os.listdir(ref_path) if os.path.isdir(os.path.join(ref_path, t)))))\n", + "\n", + "# First, loop over all the tracts, plotting them as gray, numbered, rectangles:\n", + "ax = None\n", + "skyMap = butler.get('deepCoadd_skyMap')\n", + "for tract in tracts:\n", + " ax = plot_skymap_tract(skyMap, tract=tract, title='', ax=ax)\n", + "\n", + "# Now overlay a single focal plane, for the chosen visit, in violet:\n", + "plot_focal_plane_fast(butler, visit, ax, color=\"violet\")\n", + "\n", + "# Finally, overlay the Run 1.1p main survey and uDDF regions, and then adjust the axes:\n", + "plot_Run1_1p_region(ax)\n", + "\n", + "ax.set_xlim(60.5, 50.0)\n", + "ax.set_ylim(-33.5, -25.5)\n", + "plt.legend(loc=0);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "LSST", + "language": "python", + "name": "lsst" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From ff98dd0dcf3ec2118c04ae1e3a204fed7cebfe9b Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sun, 25 Nov 2018 18:54:48 +0000 Subject: [PATCH 31/59] Add python script version of Jim's notebook for importing --- Basics/dm_butler_skymap.py | 341 +++++++++++++++++++++++++++++++++++++ 1 file changed, 341 insertions(+) create mode 100644 Basics/dm_butler_skymap.py diff --git a/Basics/dm_butler_skymap.py b/Basics/dm_butler_skymap.py new file mode 100644 index 00000000..0827f88e --- /dev/null +++ b/Basics/dm_butler_skymap.py @@ -0,0 +1,341 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Plotting the DC2 Run1.1p skyMap +#
Owner: **Jim Chiang** ([@jchiang87](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@jchiang87)) +#
Last Verified to Run: **2018-10-26** (by @yymao) +# +# In this notebook, we show how to use the data butler to obtain information on the skyMap used in the coadd analyses performed by the DRP pipeline. These skyMaps are composed of tracts and patches on the sky. Each tract is a rectangular region of the sky with a common map projection; each tract is further divided into rectangular patches, which use the same tract coordinate system and which are a convenient size for processing the coadd data. A more complete description of the skyMap geometry is given in the HSC Software Pipeline paper ([Bosch et al. 2017](https://arxiv.org/abs/1705.06766)). +# +# Equipped with the info from the skyMap, we plot the tracts and patches that were used with the Run1.1p processing and overlay the WFD and uDDF simulation regions. We also use the butler to access the visit-level data and show how one can access the calexp (calibrated exposure) image data to obtain the PSF, zero-point, etc. as measured by the Stack for a given exposure. Finally, we show how to plot the sky region imaged on the focal plane for a given visit in two ways: the first using the CCD coordinates available from the calexps and the other using the lsst_sims code to compute those coordinates from the pointing information for the visit. +# +# ## Set Up + +# In[ ]: + + +import os +import glob +import warnings +import sqlite3 +import re + +import numpy as np +import matplotlib.pyplot as plt +from matplotlib.path import Path +import matplotlib.patches as patches +get_ipython().run_line_magic('matplotlib', 'inline') + +import lsst.afw.geom as afw_geom +import lsst.afw.cameraGeom as cameraGeom +import lsst.daf.persistence as dp +# The lsst_sims code issues some ignorable warnings regarding ids used for querying the object +# databases. + +#with warnings.catch_warnings(): +# warnings.simplefilter("ignore") +# import lsst.sims.coordUtils +# from lsst.sims.catUtils.utils import ObservationMetaDataGenerator +# from lsst.sims.utils import getRotSkyPos + +#from desc_dc2_dm_data import REPOS + + +# ## Plotting Functions +# First, we define some functions to plot the tract, patch, and CCD regions on the sky. These are copied from [example code](https://github.com/yalsayyad/dm_notebooks/blob/master/desc-ssim/DESC-SSim%20Patch%20Geometry.ipynb) that Yusra AlSayyad presented at the [2017-06-29 SSim meeting](https://confluence.slac.stanford.edu/pages/viewpage.action?pageId=224461017). + +# In[ ]: + + +def make_patch(vertexList, wcs=None): + """ + Return a Path in sky coords from vertex list in pixel coords. + + Parameters + ---------- + vertexList: list of coordinates + These are the corners of the region to be plotted either in pixel coordinates or + sky coordinates. + wcs: lsst.afw.geom.skyWcs.skyWcs.SkyWcs [None] + The WCS object used to convert from pixel to sky coordinates. + + Returns + ------- + matplotlib.path.Path: The encapsulation of the vertex info that matplotlib uses to + plot a patch. + """ + if wcs is not None: + skyPatchList = [wcs.pixelToSky(pos).getPosition(afw_geom.degrees) + for pos in vertexList] + else: + skyPatchList = vertexList + verts = [(coord[0], coord[1]) for coord in skyPatchList] + verts.append((0,0)) + codes = [Path.MOVETO, + Path.LINETO, + Path.LINETO, + Path.LINETO, + Path.CLOSEPOLY, + ] + return Path(verts, codes) + + +# In[ ]: + + +def plot_skymap_tract(skyMap, tract=0, title=None, ax=None): + """ + Plot a tract from a skyMap. + + Parameters + ---------- + skyMap: lsst.skyMap.SkyMap + The SkyMap object containing the tract and patch information. + tract: int [0] + The tract id of the desired tract to plot. + title: str [None] + Title of the tract plot. If None, the use `tract `. + ax: matplotlib.axes._subplots.AxesSubplot [None] + The subplot object to contain the tract plot. If None, then make a new one. + + Returns + ------- + matplotlib.axes._subplots.AxesSubplot: The subplot containing the tract plot. + """ + if title is None: + title = 'tract {}'.format(tract) + tractInfo = skyMap[tract] + tractBox = afw_geom.Box2D(tractInfo.getBBox()) + tractPosList = tractBox.getCorners() + wcs = tractInfo.getWcs() + xNum, yNum = tractInfo.getNumPatches() + + if ax is None: + fig = plt.figure(figsize=(12,8)) + ax = fig.add_subplot(111) + + tract_center = wcs.pixelToSky(tractBox.getCenter()) .getPosition(afw_geom.degrees) + ax.text(tract_center[0], tract_center[1], '%d' % tract, size=16, + ha="center", va="center", color='blue') + for x in range(xNum): + for y in range(yNum): + patchInfo = tractInfo.getPatchInfo([x, y]) + patchBox = afw_geom.Box2D(patchInfo.getOuterBBox()) + pixelPatchList = patchBox.getCorners() + path = make_patch(pixelPatchList, wcs) + patch = patches.PathPatch(path, alpha=0.1, lw=1) + ax.add_patch(patch) + center = wcs.pixelToSky(patchBox.getCenter()) .getPosition(afw_geom.degrees) + ax.text(center[0], center[1], '%d,%d'%(x,y), size=6, + ha="center", va="center") + + skyPosList = [wcs.pixelToSky(pos).getPosition(afw_geom.degrees) + for pos in tractPosList] + ax.set_xlim(max(coord[0] for coord in skyPosList) + 1, + min(coord[0] for coord in skyPosList) - 1) + ax.set_ylim(min(coord[1] for coord in skyPosList) - 1, + max(coord[1] for coord in skyPosList) + 1) + ax.grid(ls=':',color='gray') + ax.set_xlabel("RA (deg.)") + ax.set_ylabel("Dec (deg.)") + ax.set_title(title) + return ax + + +# The following function loops over the available calexps as returned by the data butler to determine which CCDs to draw. Unfortunately, looping over those calexps using the butler is rather slow, but would be necessary if we wanted to access CCD-level information, like the PSF, from the calexps. +# We include this function here for your edification, but then provide a faster function below. + +# In[ ]: + + +def plot_focal_plane(butler, visit, ax, color='red'): + """ + Plot the CCDs in the LSST focal plane using the coordinate information in the calexps. + + Notes + ----- + By looping over the available calexps, we only plot the CCDs for which image data + are available. + + Parameters + ---------- + butler: lsst.daf.persistence.Butler + The data butler serving up data from the desired repo. + visit: int + The visit or obsHistID number. + ax: matplotlib.axes._subplots.AxesSubplot + The matplotlib subplot object onto which to plot the focal plane. + color: str ['red'] + Color to use for plotting the individual CCDs. + + Returns + ------- + matplotlib.axes._subplots.AxesSubplot: The subplot object used for plotting. + """ + # We use the `subset` method to obtain all of the `datarefs` (i.e., references to calexp + # data in this case) that satisfy an "incomplete" dataId. For visit-level calexp data, + # a unique dataset would specify visit, raft, and sensor. If we just give the visit, then + # references to the available data for all of the CCDs would be returned. + dataId = dict(visit=visit) + datarefs = list(butler.subset('calexp', dataId=dataid)) + for i, dataref in enumerate(datarefs): + calexp = dataref.get('calexp') + # We're not going to do anything with it here, but we can get the PSF from the calexp + # like this: + # psf = calexp.getPsf() + # and we can get the zero-point (in ADU) like this + # zero_point = calexp.getCalib().getFluxMag0() + ccd_box = afw_geom.Box2D(calexp.getBBox()) + wcs = calexp.getWcs() + path = make_patch(ccd_box.getCorners(), wcs) + ccd = patches.PathPatch(path, alpha=0.2, lw=1, color=color) + ax.add_patch(ccd) + center = wcs.pixelToSky(ccd_box.getCenter()).getPosition(afw_geom.degrees) + return ax + + +# The following fast version of the focal plane plotting code uses the lsst_sims package to obtain the location and orientation of the CCDs based on the pointing information for the desired visit. That pointing information is extracted from the dithered minion_1016 OpSim db that has been prepared for DC2. Since this code does not access the individual calexps for each CCD, it runs much faster. However, it assumes that the obs_lsstSim package was used in the analysis of the data, and it needs to use the inferred locations of the calexp files to determine if calexp data for a given CCD is available. + +# In[ ]: + + +def plot_focal_plane_fast(butler, visit, ax, color='red', opsimdb=None): + """ + Plot the CCDs in the LSST focal plane using CCD coordinates derived from the pointing + info using the lsst.sims code. + + Notes + ----- + This function assumes that the obs_lsstSims package was used to define the camera geometry + for the analysis of the simulated image data. + + Parameters + ---------- + butler: lsst.daf.persistence.Butler + The data butler serving up data from the desired repo. + visit: int + The visit or obsHistID number. + ax: matplotlib.axes._subplots.AxesSubplot + The matplotlib subplot object onto which to plot the focal plane. + color: str ['red'] + Color to use for plotting the individual CCDs. + opsimDb: str [None] + Filename of the OpSim sqlite database. If None, then the dithered opsim db for Run1.1p + is used. + + Returns + ------- + matplotlib.axes._subplots.AxesSubplot: The subplot object used for plotting. + """ + if opsimdb is None: + opsimdb = '/global/projecta/projectdirs/lsst/groups/SSim/DC2/minion_1016_desc_dithered_v4.db' + conn = sqlite3.connect(opsimdb) + obs_gen = ObservationMetaDataGenerator(database=opsimdb, driver='sqlite') + + # The dithered pointing info was added to the baseline minion_1016 db. We query for the values + # used for the desired visit. + curs = conn.execute('''select descDitheredRA, descDitheredDec, descDitheredRotTelPos + from summary where obshistid={}'''.format(visit)) + ra, dec, rottelpos = [np.degrees(x) for x in curs][0] + + # An ObservationMetaData object used to pass the pointing info to the function in + # lsst.sims.coordUtils that provides the CCD coordinates. + obs_md = obs_gen.getObservationMetaData(obsHistID=visit, boundType='circle', boundLength=0.1)[0] + obs_md.pointingRA = ra + obs_md.pointingDec = dec + obs_md.OpsimMetaData['rotTelPos'] = rottelpos + + # Convert the rotation angle of the sky relative to the telescope to the sky angle relative to + # the camera. + obs_md.rotSkyPos = getRotSkyPos(ra, dec, obs_md, rottelpos) + + # Use the butler to get the camera appropriate for this observation. If the data were from a + # different camera, e.g., DECam or HSC, the corresponding camera objects with the associated + # CCD geometries would be returned. + camera = butler.get('camera') + + # Grab one of the calexps via its dataref so that we can ask for its filename and thereby infer + # the location on disk of all of the calexps for this visit. + dataref = list(butler.subset('calexp', visit=visit))[0] + calexp_path = os.path.dirname(os.path.dirname(dataref.get('calexp_filename')[0])) + + # The following code is specific to the obs_lsstSim package and how it names CCDs + # (e.g., "R:2,2 S:1,1") and formulates the path components for writing to disk. This + # code would not work for a different obs_ package/camera implementation. + + # Re-order the CCD vertex list returned by the lsst_sims code so that a rectangle is plotted. + corner_index = (np.array([0, 1, 3, 2]),) + for det in camera: + # Skip the WAVEFRONT and GUIDER CCDs + if det.getType() != cameraGeom.SCIENCE: + continue + detname = det.getName() + raft, sensor = re.match(r'R:?(\d,?\d)[_ ]S:?(\d,?\d)', detname).groups() + raft = 'R' + raft.replace(',', '') + sensor = 'S{}.fits'.format(sensor.replace(',', '')) + if os.path.isfile(os.path.join(calexp_path, raft, sensor)): + corners = np.array(lsst.sims.coordUtils.getCornerRaDec(detname, camera, obs_md)) + path = make_patch(corners[corner_index]) + ccd = patches.PathPatch(path, alpha=0.2, lw=1, color=color) + ax.add_patch(ccd) + + return ax + + +# The following function just plots the boundaries of the Run1.1p regions as described in the [Run 1.1p Specifications document](https://docs.google.com/document/d/1aQOPL9smeDlhtlwDrp39Zuu2q8DKivDaHLQX3_omwOI/edit). + +# In[ ]: + + +def plot_Run1_1p_region(ax): + """Plot the WFD and uDDF regions for Run1.1p.""" + uddf_ra = [53.764, 52.486, 52.479, 53.771, 53.764] + uddf_dec = [-27.533, -27.533, -28.667, -28.667, -27.533] + + wfd_ra = [52.25, 52.11, 58.02, 57.87, 52.25] + wfd_dec = [-27.25, -32.25, -32.25, -27.25, -27.25] + + ax.errorbar(wfd_ra, wfd_dec, fmt='-', color='green', + label='protoDC2 WFD boundary') + ax.errorbar(uddf_ra, uddf_dec, fmt='-', color='red', + label='uDDF boundary') + return ax + + +# ## Making the Plot +# We now use the above functions to plot the tracts and patches on the sky. + +# In[ ]: + +""" +repo = REPOS['1.2p'] +butler = dp.Butler(repo) + +# Single visit to overlay: +visit = 219976 + +# WARNING: this is a hack to search the coadd folder for the tracts that have data. +# Unfortunately, this information is not directly accessible from the data butler. +ref_path = butler.getUri('deepCoadd_forced_src', tract=4851, patch='0,0', filter='i') +ref_path, success, _ = ref_path.partition('/4851/0,0') +if not success: + ref_path = ref_path.partition('/i_t4851_p0,0')[0] +tracts = sorted(set((int(re.search(r'(\d{4})', t).groups()[0]) for t in os.listdir(ref_path) if os.path.isdir(os.path.join(ref_path, t))))) + +# First, loop over all the tracts, plotting them as gray, numbered, rectangles: +ax = None +skyMap = butler.get('deepCoadd_skyMap') +for tract in tracts: + ax = plot_skymap_tract(skyMap, tract=tract, title='', ax=ax) + +# Now overlay a single focal plane, for the chosen visit, in violet: +plot_focal_plane_fast(butler, visit, ax, color="violet") + +# Finally, overlay the Run 1.1p main survey and uDDF regions, and then adjust the axes: +plot_Run1_1p_region(ax) + +ax.set_xlim(60.5, 50.0) +ax.set_ylim(-33.5, -25.5) +plt.legend(loc=0); + +""" \ No newline at end of file From 72814e0e8e278f837a99663ca1c5e24189e3f57a Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Sun, 25 Nov 2018 18:55:58 +0000 Subject: [PATCH 32/59] Clear outputs --- Basics/DataInventory.ipynb | 174 +++++-------------------------------- 1 file changed, 22 insertions(+), 152 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 3bfff4a7..5de483c2 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -205,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -216,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -232,20 +232,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "lsst.daf.persistence.butler.Butler" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "type(tarquin.butler)" ] @@ -259,37 +248,18 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "raw dataset exists.\n", - "calexp dataset exists.\n", - "deepCoadd_calexp dataset doesn't exist.\n", - "deepCoadd_mergeDet dataset doesn't exist.\n" - ] - } - ], + "outputs": [], "source": [ "tarquin.look_for_datasets_of_type(['raw', 'calexp', 'deepCoadd_calexp', 'deepCoadd_mergeDet'])" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deepCoadd_skyMap exists.\n" - ] - } - ], + "outputs": [], "source": [ "tarquin.look_for_skymap()" ] @@ -326,24 +296,9 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'raw': True,\n", - " 'calexp': True,\n", - " 'deepCoadd_calexp': False,\n", - " 'deepCoadd_mergeDet': False,\n", - " 'deepCoadd_skyMap': True}" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "tarquin.exists" ] @@ -357,27 +312,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Sky Area (deg$^2$) : 31.040258236830155\n" - ] - }, - { - "data": { - "text/plain": [ - "31.04" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "tarquin.estimate_sky_area()" ] @@ -409,55 +346,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "raw dataset exists.\n", - "calexp dataset exists.\n", - "src dataset exists.\n", - "deepCoadd_calexp dataset doesn't exist.\n", - "deepCoadd_mergeDet dataset doesn't exist.\n", - "deepCoadd_skyMap exists.\n" - ] - }, - { - "data": { - "text/markdown": [ - "### /datasets/hsc/repo/rerun/DM-13666/UDEEP/" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "| Metadata Characteristics | | \n", - " | :---: | --- | \n", - " | Number of Tracts | 11 | \n", - "| Total Sky Area (deg$^2$) | 31.04 | \n", - "| Number of Visits | 10333 | \n", - "| Number of Pointings | 133 | \n", - "| Number of Sensor Visits | 112 | \n", - "| Number of Fields | 60 | \n", - "| Number of Filters | 13 | \n", - "| Number of Sources | 1154258 | \n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "tarquin.report()" ] @@ -480,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -635,17 +526,9 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Found 11 tracts\n" - ] - } - ], + "outputs": [], "source": [ "# repo = \"/project/shared/data/Twinkles_subset/output_data_v2\"\n", "repo = \"/datasets/hsc/repo/rerun/DM-13666/UDEEP\"\n", @@ -693,22 +576,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure()\n", "\n", From 8d1bc15cd36f0dec23275b040c3ab9b281af60d7 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Mon, 26 Nov 2018 19:00:38 +0000 Subject: [PATCH 33/59] Revmove unnecessary cells, add plotting cells --- Basics/DataInventory.ipynb | 63 +++++++++++++++++++++++++------------- 1 file changed, 42 insertions(+), 21 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 5de483c2..d1393b8e 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -75,7 +75,7 @@ } }, "source": [ - "For accessing the datasets using the Butler, and then visualizing the results, we'll need the following modules:" + "To just get a taste of the data that the Butler will deliver for a chosen dataset, we have added a `taster` class to the `stackclub` library. All needed imports are contained in that file, so we only need to import the `stackclub` library to work through this notebook." ] }, { @@ -85,21 +85,7 @@ "outputs": [], "source": [ "%matplotlib inline\n", - "# %matplotlib ipympl\n", "\n", - "import os, glob\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "from IPython.display import IFrame, display, Markdown" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ "import stackclub" ] }, @@ -341,7 +327,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To have your `Taster` do all the above, and just report on what it finds, do:" + "While the `estimate_sky_area` method runs, `tarquin` collects all the tracts associated with the repo. A list of the tracts is stored in the attribute `tarquin.tracts`." ] }, { @@ -350,14 +336,14 @@ "metadata": {}, "outputs": [], "source": [ - "tarquin.report()" + "tarquin.tracts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you are interested in learning which fields, filters, visits, etc. have been counted by Tarquin, remember that Tarquin carries a Butler around with it, so you can run typical Butler methods. For example, you can look at the filters like this:" + "Using the tracts, we can get a rough estimate for what parts of the sky have been targeted in the dataset. The method for doing this is `tarquin.plot_sky_coverage`." ] }, { @@ -366,7 +352,14 @@ "metadata": {}, "outputs": [], "source": [ - "tarquin.butler.queryMetadata('calexp', ['filter'])" + "tarquin.plot_sky_coverage()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To have your `Taster` do all the above, and just report on what it finds, do:" ] }, { @@ -375,7 +368,23 @@ "metadata": {}, "outputs": [], "source": [ - "tarquin.plot_sky_coverage()" + "tarquin.report()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you are interested in learning which fields, filters, visits, etc. have been counted by Tarquin, remember that Tarquin carries a Butler around with it, so you can run typical Butler methods. For example, you can look at the filters like this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.butler.queryMetadata('calexp', ['filter'])" ] }, { @@ -580,15 +589,27 @@ "metadata": {}, "outputs": [], "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", "plt.figure()\n", "\n", "for tract in tarquin.tracts:\n", " tractInfo = tarquin.skyMap[tract]\n", - " \n", + " \n", " corners = [(x[0].asDegrees(), x[1].asDegrees()) for x in tractInfo.getVertexList()]\n", " x = [k[0] for k in corners] + [corners[0][0]]\n", " y = [k[1] for k in corners] + [corners[0][1]]\n", " \n", + " \n", " plt.plot(x,y, color='b')\n", " \n", "plt.xlabel('RA (deg)')\n", From 89ce2e37ccc6251807e1923dcad494a21fea0600 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Mon, 26 Nov 2018 19:01:15 +0000 Subject: [PATCH 34/59] Fix issue where plot does not appear in notebook --- stackclub/taster.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/stackclub/taster.py b/stackclub/taster.py index 1a835371..3b8f9b1b 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -145,7 +145,7 @@ def count_things(self): def plot_sky_coverage(self): import matplotlib.pyplot as plt - plt.figure() + fig = plt.figure() for tract in self.tracts: tractInfo = self.skyMap[tract] @@ -161,7 +161,7 @@ def plot_sky_coverage(self): plt.title('2D Projection of Sky Coverage') plt.show() - return + return def report(self): From e0dfdc90c831f47bd33a9d457f803499ff496cc1 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Thu, 6 Dec 2018 19:57:32 +0000 Subject: [PATCH 35/59] Tried to clean up dataset/repo description --- Basics/Exploring_A_Data_Repo.ipynb | 101 +++++------------------------ 1 file changed, 15 insertions(+), 86 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 3a7b80d1..b54b9799 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -46,8 +46,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## The HSC Dataset: What's in there?\n", - "We'll use the `hsc` dataset as our testing ground, and start by figuring out what's there.\n", + "## The HSC Data Repo: What's in there?\n", + "We'll use the `hsc` data repositories as our testing ground, and start by figuring out what they contain.\n", "\n", "We'll need a butler to interrogate the `hsc` data repository." ] @@ -71,42 +71,11 @@ "print(repo)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# datasetRefOrType : forced_src\n", - "# see all options at\n", - "# /opt/lsst/software/stack/stack/miniconda3-4.3.21-10a4fa6/Linux64/obs_subaru/16.0+1/python/lsst/obs/hsc\n", - "\n", - "# Better to point to a resource online:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from stackclub import where_is" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# where_is('ingest.py', in_the='source', assuming_its_a='cmdlinetask')" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `HscMapper` class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." + "Data repositories often (bit not always) contain a `_mapper`file, to record which \"obs package\" was used to organize the data. For the HSC data repo, there is no `_mapper` file present, but it seems that the `HscMapper` mapper class was used. This is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." ] }, { @@ -131,7 +100,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The mapper defines a (large) number of different dataset types. Some of these are specific to this particular dataset, others are more general. Even filtering out some intermediate dataset types, we are still left with a long list..." + "The mapper defines a (large) number of different \"dataset types\". Some of these are specific to this particular data repo, others are more general. Even filtering out some intermediate dataset types, we are still left with a long list. But, once we figure out which dataset types we are interested in, we can start querying for information about those datasets." ] }, { @@ -161,7 +130,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `butler` purpoorts to be able to check whether a dataset actually exists or not, but needs a specific dataset ID to check it:" + "The `butler` purports to be able to check whether a dataset actually exists or not, but needs a specific dataset ID to check it:" ] }, { @@ -197,15 +166,6 @@ " print(\"{} dataset doesn't exist.\".format(datasettype))" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# help(butler)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -340,9 +300,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It might also be interesting to plot the sky coverage while we have the tractInfo\n", + "It might also be interesting to plot the sky coverage while we have the tractInfo...\n", "\n", - "objects = coadd_sources" + "Note that Objects (in the LSST data products definition document sense of the word) can be thought of as being the `coadd_sources` contained in the `deepCoadd_mergeDet` dataset." ] }, { @@ -367,7 +327,7 @@ "data_names = (\"Number of Visits\", \"Number of Pointings\", \"Number of CCDs\", \"Number of Fields\", \n", " \"Number of Filters\", \"Number of Sources\", \"Number of Tracts\", \"Total Sky Area (deg$^2$)\")\n", "\n", - "output_table = \"| Metadata Characteristics | | \\n | :---: | --- | \\n \"\n", + "output_table = \"| Metadata Characteristic | Value | \\n | ---: | ---: | \\n \"\n", "counter = 0\n", "while counter < len(collected_data):\n", " output_table += \"| %s | %s | \\n\" %(data_names[counter], collected_data[counter])\n", @@ -381,48 +341,15 @@ "print(filters)\n" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, "source": [ + "----\n", + "\n", "## Sandbox: Initial Exploration of Tracts and Patches, Coadd Images\n", "\n", - "_To be deleted eventually..._\n", + "_This section is experimental and will evolve..._\n", "\n", "Let's try exploring the `hsc` dataset's coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", "\n", @@ -528,7 +455,8 @@ "metadata": {}, "outputs": [], "source": [ - "coadd = butler.get('deepCoadd', **dataid)" + "# This returns \"No results\":\n", + "# coadd = butler.get('deepCoadd', **dataid)" ] }, { @@ -537,7 +465,8 @@ "metadata": {}, "outputs": [], "source": [ - "showInputs(butler, dataid)" + "# Nothing to show yet...\n", + "# showInputs(butler, dataid)" ] }, { From 4dd45f7f526a7137a95a1dc2f20421a181aac06c Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 7 Dec 2018 23:45:10 +0000 Subject: [PATCH 36/59] Cleaning up, trying to write about _mapper files --- Basics/DataInventory.ipynb | 223 ++++++----------------------- Basics/Exploring_A_Data_Repo.ipynb | 154 +++++++------------- stackclub/taster.py | 11 +- 3 files changed, 103 insertions(+), 285 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index d1393b8e..a40c8c2f 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -116,7 +116,7 @@ }, "source": [ "## Listing the Available Datasets\n", - "First, let's look at what is currently available. There are two primary shared dataset folders in the LSP, the read-only `/datasets` folder, and the group-writeable folder `/project/shared/data`. Let's see what's in there" + "First, let's look at what is currently available. There are two primary shared data folders in the LSP, the read-only `/datasets` folder, and the group-writeable folder `/project/shared/data`. Let's see what's in there. Specifically, we want to see butler-friendly data _repositories_, distinguished by their containing a file called `_mapper`, or `repositoryCfg.yaml` in their top level." ] }, { @@ -132,8 +132,8 @@ "metadata": {}, "outputs": [], "source": [ - "shared_datasets = ! ls -d /project/shared/data/* | grep -v README\n", - "shared_datasets" + "shared_repos = ! ls -d /project/shared/data/*/_mapper /project/shared/data/*/repositoryCfg.yaml | grep -v README | cut -d'/' -f1-5 | sort | uniq\n", + "shared_repos" ] }, { @@ -143,9 +143,9 @@ "outputs": [], "source": [ "%%bash\n", - "shared_datasets=$( ls -d /project/shared/data/* | grep -v README )\n", - "for dataset in $shared_datasets; do\n", - " du -sh $dataset\n", + "shared_repos=$( ls -d /project/shared/data/*/_mapper /project/shared/data/*/repositoryCfg.yaml | grep -v README | cut -d'/' -f1-5 | sort | uniq )\n", + "for repo in $shared_repos; do\n", + " du -sh $repo\n", "done" ] }, @@ -163,8 +163,8 @@ "metadata": {}, "outputs": [], "source": [ - "datasets = ! ls -d /datasets/* | grep -v USAGE | grep -v html\n", - "datasets" + "repos = ! ls -d /datasets/*/repo/_mapper /datasets/*/repo/repositoryCfg.yaml |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq\n", + "repos" ] }, { @@ -173,11 +173,13 @@ "metadata": {}, "outputs": [], "source": [ - "# %%bash\n", - "# datasets=$( ls -d /datasets/* | grep -v USAGE | grep -v html )\n", - "# for dataset in $datasets; do\n", - "# du -h $dataset\n", - "# done" + "\"\"\"\n", + "%%bash\n", + "repos=$( ls -d /datasets/*/repo/_mapper /datasets/*/repo/repositoryCfg.yaml |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq )\n", + "for repo in $repos; do\n", + " du -h $repo\n", + "done\n", + "\"\"\"" ] }, { @@ -229,7 +231,32 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It uses this butler to search the repo for datasets, skymaps etc." + "If we ask the taster to investigate a folder that is not a repo, its butler will be `None`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "failed = stackclub.Taster('not-a-repo', vb=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(failed.butler)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The taster uses its butler to search the repo for datasets, skymaps etc." ] }, { @@ -343,7 +370,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Using the tracts, we can get a rough estimate for what parts of the sky have been targeted in the dataset. The method for doing this is `tarquin.plot_sky_coverage`." + "Using the tracts, we can get a rough estimate for what parts of the sky have been targeted in the dataset. The method for doing this is `tarquin.plot_sky_coverage`, and follows the example code given in [Exploring_A_Data_Repo.ipynb](Exploring_A_Data_Repo.ipynb)." ] }, { @@ -444,7 +471,7 @@ "metadata": {}, "outputs": [], "source": [ - "for repo in shared_datasets:\n", + "for repo in shared_repos:\n", " try:\n", " taster = stackclub.Taster(repo)\n", " taster.report()\n", @@ -458,7 +485,7 @@ "metadata": {}, "outputs": [], "source": [ - "for repo in datasets:\n", + "for repo in repos:\n", " try:\n", " taster = stackclub.Taster(repo)\n", " taster.report()\n", @@ -466,173 +493,13 @@ " print(\"Taster failed to explore repo \",repo)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualizing Sky Coverage\n", - "In this section, we'll plot the available patches and tracts in a given dataset on the sky, following the LSST DESC tutorial [dm_butler_skymap.ipynb](https://github.com/LSSTDESC/DC2-analysis/blob/master/tutorials/dm_butler_skymap.ipynb). In fact, we will _import_ this notebook, so that we can re-use its functions. This operation is handled by the `stackclub.wimport` function." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "dm_butler_skymap_notebook = \"https://github.com/LSSTDESC/DC2-analysis/raw/master/tutorials/dm_butler_skymap.ipynb\"\n", - "\n", - "skymapper = stackclub.wimport(dm_butler_skymap_notebook, vb=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "> BUG: remote notebooks are not yet `wimport`-able. A workaround could be to import the downloaded file explicitly. This is not yet working, hence the commented out failed attempt below." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import sys, os\n", - "# import stackclub\n", - "# sys.path.append(os.getcwd() + '/.downloads')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import dm_butler_skymap" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we can attempt to plot the available tracts, using the `plot_skymap_tract()` function." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# repo = \"/project/shared/data/Twinkles_subset/output_data_v2\"\n", - "repo = \"/datasets/hsc/repo/rerun/DM-13666/UDEEP\"\n", - "butler = dafPersist.Butler(repo)\n", - "\n", - "# Glob the merged coadd folder for the tracts that have data. Unfortunately, this information is not\n", - "# directly accessible from the data butler.\n", - "tracts = sorted([int(os.path.basename(x)) for x in\n", - " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", - "\n", - "# How many tracts do we have?\n", - "print(\"Found {} tracts\".format(len(tracts)))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\"\"\"\n", - "Uncomment this cell when the `wimport` bug is fixed (or avoided).\n", - "\n", - "# Now, loop over all the tracts, plotting them as gray, numbered, rectangles:\n", - "ax = None\n", - "for tract in tracts:\n", - " skyMap = butler.get('deepCoadd_skyMap')\n", - " ax = skymapper.plot_skymap_tract(skyMap, tract=tract, title='', ax=ax)\n", - "\"\"\";" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For now, I have added Jim's notebook to this directory. We can decide later on the best way to import the functionality, but this should work for the time being." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For our purposes, I don't know that it is necessary to show as much detail as Jim does in his notebook. As a start, I am just showing how to plot the tracts based on the RA and Dec of their inner boxes. I have also added this plotting capability to `taster.py` as the `plot_sky_coverage` function. If we want to overlay the focal plane and color the individual visits, we can take some lines of code from Jim's notebook. However, my inclination is to wait to see what functionality the Gen3 Butler will provide before spending too much time on making the perfect visualization." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "plt.figure()\n", - "\n", - "for tract in tarquin.tracts:\n", - " tractInfo = tarquin.skyMap[tract]\n", - " \n", - " corners = [(x[0].asDegrees(), x[1].asDegrees()) for x in tractInfo.getVertexList()]\n", - " x = [k[0] for k in corners] + [corners[0][0]]\n", - " y = [k[1] for k in corners] + [corners[0][1]]\n", - " \n", - " \n", - " plt.plot(x,y, color='b')\n", - " \n", - "plt.xlabel('RA (deg)')\n", - "plt.ylabel('Dec (deg)')\n", - "plt.title('2D Projection of Sky Coverage')\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In `taster.py` I added a call to make this plot in the `report` function, but for some reason the plot does not show up when the `report` function is called. I need some help figuring out why this is happening." - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary\n", "\n", - "In this notebook we took a first look at the datasets available to us in two shared directories in the LSST science platform filesystem." + "In this notebook we took a first look at the datasets available to us in two shared directories in the LSST science platform filesystem, and used the `stackclub.Taster` class to report on their basic properties, and their sky coverage." ] } ], diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index b54b9799..5a497904 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -7,16 +7,16 @@ "# Exploring a Data Repository\n", "\n", "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", - "
Last Verified to Run: **2018-11-02**\n", + "
Last Verified to Run: **2018-12-07**\n", "
Verified Stack Release: **16.0**\n", "\n", "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", "\n", "### Learning Objectives:\n", "After working through and studying this notebook you should be able to understand how to use the Butler to figure out: \n", - " 1. Which data types are present in a data repository\n", - " 2. If coadds have been made, what the available tracts and patches are\n", - " 3. TBD\n", + " 1. Which data types are present in a data repository;\n", + " 2. If coadds have been made, what the available tracts are;\n", + " 3. Which parts of the sky those tracts cover.\n", " \n", "### Logistics\n", "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", @@ -75,7 +75,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Data repositories often (bit not always) contain a `_mapper`file, to record which \"obs package\" was used to organize the data. For the HSC data repo, there is no `_mapper` file present, but it seems that the `HscMapper` mapper class was used. This is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." + "Data repositories contain either a `_mapper` file or a `repositoryCfg.yml` file, to record which \"obs package\" was used to organize the data. In the `hsc` case, the `_mapper` file is in the top level folder, while the data repo for each field is a few levels down." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "! more /datasets/hsc/repo/_mapper" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `HscMapper` mapper class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." ] }, { @@ -130,7 +146,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `butler` purports to be able to check whether a dataset actually exists or not, but needs a specific dataset ID to check it:" + "The `butler` purports to be able to check whether a dataset actually exists or not, but it needs a specific dataset ID to check whether that specific dataset exists. Here's what you get when you pass in a null dataset ID:" ] }, { @@ -170,7 +186,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Return basic dataset properties\n", + "### Basic dataset properties\n", "For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata:" ] }, @@ -318,7 +334,7 @@ "\n", "# A more automated version of the table title:\n", "dataset_name = 'HSC'\n", - "display(Markdown('# %s' % repo))\n", + "display(Markdown('### %s' % repo))\n", "\n", "\n", "# Make a table of the collected metadata\n", @@ -345,15 +361,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "----\n", - "\n", - "## Sandbox: Initial Exploration of Tracts and Patches, Coadd Images\n", - "\n", - "_This section is experimental and will evolve..._\n", + "### Plotting the sky coverage\n", "\n", - "Let's try exploring the `hsc` dataset's coadd images, and the visits that went into them. Jim Bosch shows how to do this in [this community.lsst.org post](https://community.lsst.org/t/visualizing-source-images-in-a-coadd/441/2).\n", + "For this we will need our list of `tracts` from above, and also the `skyMap` object. We can then extract the sky coordinates of the corners of each tract, and use them to draw a set of rectangles to illustrate the sky coverage, following Jim Chiang's LSST DESC tutorial [dm_butler_skymap.ipynb](https://github.com/LSSTDESC/DC2-analysis/blob/master/tutorials/dm_butler_skymap.ipynb).\n", "\n", - "We'll need a single coadd image to work from." + "In the future, we could imagine overlaying the focal plane and color the individual visits, using more of the code from Jim's notebook. Let's see what functionality the Gen3 Butler provides first, and then return to visualization." ] }, { @@ -362,33 +374,8 @@ "metadata": {}, "outputs": [], "source": [ - "from lsst.daf.persistence import Butler\n", - "\n", - "# Instantiate the butler\n", - "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", - "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", - "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", - "butler = Butler(repo)\n", - "\n", - "# The following does not work, because ci_hsc has not been ingested or reduced!\n", - "# butler = Butler('/project/shared/data/ci_hsc/')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Jim's function for returning the visits that went into a coadd:\n", - "def showInputs(butler, dataId, coaddType=\"deepCoadd\"):\n", - " coadd = butler.get(coaddType, **dataId)\n", - " visitInputs = coadd.getInfo().getCoaddInputs().visits\n", - " ccdInputs = coadd.getInfo().getCoaddInputs().ccds\n", - " ccdDict = dict((int(v), int(ccd)) for v, ccd in zip(ccdInputs.get(\"visit\"), ccdInputs.get(\"ccd\")))\n", - " for v in visitInputs.get(\"id\"):\n", - " md = butler.get(\"calexp_md\", visit=int(v), ccd=ccdDict[v])\n", - " print(\"%d %4.0f\" % (v, afwImage.Calib(md).getExptime()))" + "# How many tracts do we have?\n", + "print(\"Found {} tracts\".format(len(tracts)))" ] }, { @@ -397,41 +384,8 @@ "metadata": {}, "outputs": [], "source": [ - "# Find all tracts, and choose the first one we come to:\n", - "import os, glob\n", - "tracts = sorted([int(os.path.basename(x)) for x in\n", - " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", - "tract = tracts[15]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Find all patches in our tract, and choose the first one we come to. For this, we need the skymap:\n", - "skyMap = butler.get('deepCoadd_skyMap')\n", - "tractInfo = skyMap[tract]\n", - "patchInfo = tractInfo.getPatchInfo([0, 0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "tractInfo" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "patchInfo" + "%matplotlib inline\n", + "import matplotlib.pyplot as plt" ] }, { @@ -440,41 +394,31 @@ "metadata": {}, "outputs": [], "source": [ - "# Obtain a random dataid for a coadd image in the i-band\n", - "band = 'HSC-I'\n", - "patch = (0,0)\n", + "plt.figure()\n", "\n", - "subset = butler.subset('deepCoadd', dataId={'filter':band, 'tract':tract, 'patch':patch})\n", - "dataid = subset.cache[0]\n", - "print(dataid)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# This returns \"No results\":\n", - "# coadd = butler.get('deepCoadd', **dataid)" + "for tract in tracts:\n", + " tractInfo = skyMap[tract]\n", + " \n", + " corners = [(x[0].asDegrees(), x[1].asDegrees()) for x in tractInfo.getVertexList()]\n", + " x = [k[0] for k in corners] + [corners[0][0]]\n", + " y = [k[1] for k in corners] + [corners[0][1]]\n", + " \n", + " \n", + " plt.plot(x,y, color='b')\n", + " \n", + "plt.xlabel('RA (deg)')\n", + "plt.ylabel('Dec (deg)')\n", + "plt.title('2D Projection of Sky Coverage')\n", + "\n", + "plt.show()" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# Nothing to show yet...\n", - "# showInputs(butler, dataid)" + "We could imagine plotting the patches as well, to show which tracts were incomplete - but this gives us a rough idea of where our data is on the sky." ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/stackclub/taster.py b/stackclub/taster.py index 3b8f9b1b..5c1c2547 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -8,8 +8,15 @@ class Taster(object): """ def __init__(self, repo, vb=False): self.repo = repo + # Instantiate a butler, or report failure: from lsst.daf.persistence import Butler - self.butler = Butler(repo) + try: + self.butler = Butler(repo) + except: + self.butler = None + print("Warning: failed to instantiate a butler to get data from repo '"+repo+"'") + return None + # Set up some internal variables: self.vb = vb self.exists = {} self.existence = False @@ -30,7 +37,7 @@ def what_exists(self): self.look_for_datasets_of_type(interesting) self.look_for_skymap() self.existence = True - return self.exists + return def look_for_datasets_of_type(self, datasettypes): """ From ea5381e2749491c2d2582e5a4630c6e8983c0d6f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 10 Dec 2018 07:42:38 -0600 Subject: [PATCH 37/59] Update Basics/DataInventory.ipynb Update wording describing the instance of the butler carried by the taster Co-Authored-By: rmorgan10 <39347211+rmorgan10@users.noreply.github.com> --- Basics/DataInventory.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index d1393b8e..64ef57f6 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -375,7 +375,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If you are interested in learning which fields, filters, visits, etc. have been counted by Tarquin, remember that Tarquin carries a Butler around with it, so you can run typical Butler methods. For example, you can look at the filters like this:" + "If you are interested in learning which fields, filters, visits, etc. have been counted by `tarquin`, remember that `tarquin` carries an instance of the `Butler` with it, so you can run typical `Butler` methods. For example, you can look at the filters like this:" ] }, { From 7393347c3123f66bb4d848ab9272b71a6baea61f Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Wed, 12 Dec 2018 15:16:41 +0000 Subject: [PATCH 38/59] Add markdown cells to explain the new what_exists method --- Basics/DataInventory.ipynb | 24 ++++++++++++++++++++---- 1 file changed, 20 insertions(+), 4 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index c51ce248..11fd797a 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -256,7 +256,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The taster uses its butler to search the repo for datasets, skymaps etc." + "The taster uses its butler to search the repo for datasets, skymaps etc. " ] }, { @@ -286,7 +286,7 @@ "* `'calexp'` \n", "* `'src'`\n", "* `'deepCoadd_calexp'`\n", - "* `'deepCoadd_mergeDet'` \n", + "* `'deepCoadd_meas'` \n", "\n", "but this method can easily be updated to include more dataset types." ] @@ -300,6 +300,22 @@ "tarquin.what_exists()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If one wishes to check the existance of all dataset types, you can use the `all` parameter of the `what_exists()` method to do exactly that. Checking all dataset types may take a few seconds." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin.what_exists(all=True)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -354,7 +370,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "While the `estimate_sky_area` method runs, `tarquin` collects all the tracts associated with the repo. A list of the tracts is stored in the attribute `tarquin.tracts`." + "When the `estimate_sky_area` method runs, `tarquin` collects all the tracts associated with the repo. A list of the tracts is stored in the attribute `tarquin.tracts`." ] }, { @@ -402,7 +418,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If you are interested in learning which fields, filters, visits, etc. have been counted by `tarquin`, remember that `tarquin` carries an instance of the `Butler` with it, so you can run typical `Butler` methods. For example, you can look at the filters like this:" + "If you are interested in learning which fields, filters, visits, etc. have been counted by `tarquin`, remember that `tarquin` carries an instance of the `Butler` with it, so you can run typical `Butler` methods. For example, if you found the number of filters being 13 odd, you can look at the filters like this:" ] }, { From f0d48ef926c7bca6eb013be8af46388fcd1d28ad Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Wed, 12 Dec 2018 15:17:51 +0000 Subject: [PATCH 39/59] Small wording changes based on review --- Basics/Exploring_A_Data_Repo.ipynb | 184 ++++++++++++++++++++++++++++- 1 file changed, 178 insertions(+), 6 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 5a497904..7e6f2473 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -54,9 +54,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" + ] + } + ], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -71,6 +79,162 @@ "print(repo)" ] }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10333 133 112 60 13\n" + ] + } + ], + "source": [ + "visits = butler.queryMetadata('calexp', ['visit'])\n", + "pointings = butler.queryMetadata('calexp', ['pointing'])\n", + "ccds = butler.queryMetadata('calexp', ['ccd'])\n", + "fields = butler.queryMetadata('calexp', ['field'])\n", + "filters = butler.queryMetadata('calexp', ['filter'])\n", + "\n", + "print(len(visits), len(pointings), len(ccds), len(fields), len(filters))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10333 133 112 60 13\n" + ] + } + ], + "source": [ + "visits = butler.queryMetadata('forced_src', ['visit'])\n", + "pointings = butler.queryMetadata('forced_src', ['pointing'])\n", + "ccds = butler.queryMetadata('forced_src', ['ccd'])\n", + "fields = butler.queryMetadata('forced_src', ['field'])\n", + "filters = butler.queryMetadata('forced_src', ['filter'])\n", + "\n", + "print(len(visits), len(pointings), len(ccds), len(fields), len(filters))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "calexp {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "calexpBackground {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "calexpThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "calexp_camera {'pointing': , 'filter': , 'visit': }\n", + "calibrated_exp {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", + "calibrated_src {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", + "dcor {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", + "detj {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", + "donutSrc {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "expMetadata {'pointing': , 'filter': , 'visit': }\n", + "fcr {'tract': , 'visit': , 'ccd': , 'field': , 'filter': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", + "fcr_hsc {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", + "fitsEllPaGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "fitsEllipticityGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "fitsFwhmGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "fitsPsfModelGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "fitsPsfSrcGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "flattenedImage {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "flattenedThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "focusPlot {'pointing': , 'filter': , 'visit': }\n", + "focusSweepPlot {'pointing': , 'filter': , 'visit': }\n", + "forced_src {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "icExp {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "icExpBackground {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "icMatch {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "icSrc {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "log {'pointing': , 'filter': }\n", + "logDir {'pointing': , 'filter': }\n", + "mosaicCalib {'pointing': , 'filter': , 'visit': , 'ccd': , 'tract': }\n", + "ossImage {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "ossThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotEllipseGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotEllipseMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotEllipticityGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotEllipticityMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotFwhmGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotMagHist {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotPsfModelGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotPsfSrcGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotSeeingMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotSeeingRobust {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "plotSeeingRough {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "postISRCCD {'visit': , 'filter': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", + "raw {'field': , 'dateObs': , 'pointing': , 'filter': , 'visit': , 'ccd': , 'taiObs': , 'expTime': }\n", + "revexp {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "skyCorr {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "src {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "srcMatch {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "srcMatchFull {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "tableSeeingGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "tableSeeingMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", + "transformed_src {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "warppsf {'pointing': , 'filter': , 'visit': , 'ccd': }\n", + "wcs {'tract': , 'visit': , 'ccd': , 'field': , 'filter': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", + "wcs_hsc {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n" + ] + } + ], + "source": [ + "for item in shortlist:\n", + " try:\n", + " keys = butler.getKeys(item)\n", + " if 'pointing' in keys.keys():\n", + " print(item, keys)\n", + " except:\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "sequence item 0: expected str instance, NoneType found", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mvisits\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'visit'\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 2\u001b[0m \u001b[0mpointings\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'pointing'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mccds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'ccd'\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[0mfields\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'field'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mfilters\u001b[0m \u001b[0;34m=\u001b[0m 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\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlookupProperties\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 354\u001b[0;31m \u001b[0mcmd\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m\" FROM \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" NATURAL JOIN \"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreference\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 355\u001b[0m \u001b[0mvalueList\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 356\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdataId\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataId\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: sequence item 0: expected str instance, NoneType found" + ] + } + ], + "source": [ + "visits = butler.queryMetadata('deepCoadd_mergeDet', ['visit'])\n", + "pointings = butler.queryMetadata('deepCoadd_mergeDet', ['pointing'])\n", + "ccds = butler.queryMetadata('deepCoadd_mergeDet', ['ccd'])\n", + "fields = butler.queryMetadata('deepCoadd_mergeDet', ['field'])\n", + "filters = butler.queryMetadata('deepCoadd_mergeDet', ['filter'])\n", + "\n", + "print(visits, pointings, ccds, fields, filters)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -96,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -121,9 +285,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['bfKernel', 'bias', 'bias_camera', 'brightObjectMask', 'calexp', 'calexpBackground', 'calexpThumb', 'calexp_bbox', 'calexp_calib', 'calexp_camera', 'calexp_detector', 'calexp_filter', 'calexp_visitInfo', 'calexp_wcs', 'calibrated_exp', 'calibrated_exp_bbox', 'calibrated_exp_calib', 'calibrated_exp_detector', 'calibrated_exp_filter', 'calibrated_exp_visitInfo', 'calibrated_exp_wcs', 'calibrated_src', 'camera', 'ccdExposureId', 'ccdExposureId_bits', 'coaddTempExp', 'coaddTempExp_bbox', 'coaddTempExp_calib', 'coaddTempExp_detector', 'coaddTempExp_filter', 'coaddTempExp_visitInfo', 'coaddTempExp_wcs', 'dark', 'dark_camera', 'dcor', 'dcor_bbox', 'dcor_calib', 'dcor_detector', 'dcor_filter', 'dcor_visitInfo', 'dcor_wcs', 'dcrCoadd', 'dcrCoaddId', 'dcrCoaddId_bits', 'dcrCoadd_bbox', 'dcrCoadd_calexp', 'dcrCoadd_calexp_background', 'dcrCoadd_calexp_bbox', 'dcrCoadd_calexp_calib', 'dcrCoadd_calexp_detector', 'dcrCoadd_calexp_filter', 'dcrCoadd_calexp_visitInfo', 'dcrCoadd_calexp_wcs', 'dcrCoadd_calib', 'dcrCoadd_det', 'dcrCoadd_detector', 'dcrCoadd_directWarp', 'dcrCoadd_directWarp_bbox', 'dcrCoadd_directWarp_calib', 'dcrCoadd_directWarp_detector', 'dcrCoadd_directWarp_filter', 'dcrCoadd_directWarp_visitInfo', 'dcrCoadd_directWarp_wcs', 'dcrCoadd_filter', 'dcrCoadd_forced_src', 'dcrCoadd_meas', 'dcrCoadd_measMatch', 'dcrCoadd_measMatchFull', 'dcrCoadd_mergeDet', 'dcrCoadd_ref', 'dcrCoadd_skyMap', 'dcrCoadd_visitInfo', 'dcrCoadd_wcs', 'dcrMergedCoaddId', 'dcrMergedCoaddId_bits', 'deepCoadd', 'deepCoaddId', 'deepCoaddId_bits', 'deepCoaddPsfMatched', 'deepCoaddPsfMatched_bbox', 'deepCoaddPsfMatched_calib', 'deepCoaddPsfMatched_detector', 'deepCoaddPsfMatched_filter', 'deepCoaddPsfMatched_visitInfo', 'deepCoaddPsfMatched_wcs', 'deepCoadd_bbox', 'deepCoadd_calexp', 'deepCoadd_calexp_background', 'deepCoadd_calexp_bbox', 'deepCoadd_calexp_calib', 'deepCoadd_calexp_detector', 'deepCoadd_calexp_filter', 'deepCoadd_calexp_hsc', 'deepCoadd_calexp_visitInfo', 'deepCoadd_calexp_wcs', 'deepCoadd_calib', 'deepCoadd_det', 'deepCoadd_detector', 'deepCoadd_diff', 'deepCoadd_diff_bbox', 'deepCoadd_diff_calib', 'deepCoadd_diff_detector', 'deepCoadd_diff_filter', 'deepCoadd_diff_visitInfo', 'deepCoadd_diff_wcs', 'deepCoadd_diffsrc', 'deepCoadd_directWarp', 'deepCoadd_directWarp_bbox', 'deepCoadd_directWarp_calib', 'deepCoadd_directWarp_detector', 'deepCoadd_directWarp_filter', 'deepCoadd_directWarp_visitInfo', 'deepCoadd_directWarp_wcs', 'deepCoadd_filter', 'deepCoadd_forced_src', 'deepCoadd_meas', 'deepCoadd_measMatch', 'deepCoadd_measMatchFull', 'deepCoadd_mergeDet', 'deepCoadd_nImage', 'deepCoadd_nImage_bbox', 'deepCoadd_nImage_calib', 'deepCoadd_nImage_detector', 'deepCoadd_nImage_filter', 'deepCoadd_nImage_visitInfo', 'deepCoadd_nImage_wcs', 'deepCoadd_obj', 'deepCoadd_psfMatchedWarp', 'deepCoadd_psfMatchedWarp_bbox', 'deepCoadd_psfMatchedWarp_calib', 'deepCoadd_psfMatchedWarp_detector', 'deepCoadd_psfMatchedWarp_filter', 'deepCoadd_psfMatchedWarp_visitInfo', 'deepCoadd_psfMatchedWarp_wcs', 'deepCoadd_qa', 'deepCoadd_qa_tract', 'deepCoadd_ref', 'deepCoadd_skyMap', 'deepCoadd_tempExp_diff', 'deepCoadd_tempExp_diff_bbox', 'deepCoadd_tempExp_diff_calib', 'deepCoadd_tempExp_diff_detector', 'deepCoadd_tempExp_diff_filter', 'deepCoadd_tempExp_diff_visitInfo', 'deepCoadd_tempExp_diff_wcs', 'deepCoadd_tempExp_diffsrc', 'deepCoadd_visitInfo', 'deepCoadd_wcs', 'deepDiff_diaSrc', 'deepDiff_differenceExp', 'deepDiff_differenceExp_bbox', 'deepDiff_differenceExp_calib', 'deepDiff_differenceExp_detector', 'deepDiff_differenceExp_filter', 'deepDiff_differenceExp_visitInfo', 'deepDiff_differenceExp_wcs', 'deepDiff_kernelSrc', 'deepDiff_matchedExp', 'deepDiff_matchedExp_bbox', 'deepDiff_matchedExp_calib', 'deepDiff_matchedExp_detector', 'deepDiff_matchedExp_filter', 'deepDiff_matchedExp_visitInfo', 'deepDiff_matchedExp_wcs', 'deepMergedCoaddId', 'deepMergedCoaddId_bits', 'defects', 'detj', 'detj_bbox', 'detj_calib', 'detj_detector', 'detj_filter', 'detj_visitInfo', 'detj_wcs', 'donutSrc', 'expIdInfo', 'expMetadata', 'expMetadata_bbox', 'expMetadata_calib', 'expMetadata_detector', 'expMetadata_filter', 'expMetadata_visitInfo', 'expMetadata_wcs', 'fcr', 'fcr_bbox', 'fcr_calib', 'fcr_detector', 'fcr_filter', 'fcr_hsc', 'fcr_hsc_bbox', 'fcr_hsc_calib', 'fcr_hsc_detector', 'fcr_hsc_filter', 'fcr_hsc_visitInfo', 'fcr_hsc_wcs', 'fcr_visitInfo', 'fcr_wcs', 'fgcmAtmosphereParameters', 'fgcmFitParameters', 'fgcmFlaggedStars', 'fgcmLookUpTable', 'fgcmStandardStars', 'fgcmStarIds', 'fgcmStarIndices', 'fgcmStarObservations', 'fgcmVisitCatalog', 'fgcmZeropoints', 'fitsEllPaGrid', 'fitsEllipticityGrid', 'fitsFwhmGrid', 'fitsPsfModelGrid', 'fitsPsfSrcGrid', 'flat', 'flat_camera', 'flattenedImage', 'flattenedImage_bbox', 'flattenedImage_calib', 'flattenedImage_detector', 'flattenedImage_filter', 'flattenedImage_visitInfo', 'flattenedImage_wcs', 'flattenedThumb', 'focusPlot', 'focusSweepPlot', 'forced_src', 'fringe', 'fringe_camera', 'icExp', 'icExpBackground', 'icExp_bbox', 'icExp_calib', 'icExp_detector', 'icExp_filter', 'icExp_visitInfo', 'icExp_wcs', 'icMatch', 'icSrc', 'jointcal_photoCalib', 'jointcal_wcs', 'linearizer', 'log', 'logDir', 'mosaicCalib', 'mosaicCalib_bbox', 'mosaicCalib_calib', 'mosaicCalib_detector', 'mosaicCalib_filter', 'mosaicCalib_visitInfo', 'mosaicCalib_wcs', 'ossImage', 'ossImage_bbox', 'ossImage_calib', 'ossImage_detector', 'ossImage_filter', 'ossImage_visitInfo', 'ossImage_wcs', 'ossThumb', 'packages', 'photoCalib', 'plotCoadd', 'plotColor', 'plotCompareCoadd', 'plotCompareVisit', 'plotEllipseGrid', 'plotEllipseMap', 'plotEllipticityGrid', 'plotEllipticityMap', 'plotFwhmGrid', 'plotMagHist', 'plotPsfModelGrid', 'plotPsfSrcGrid', 'plotSeeingMap', 'plotSeeingRobust', 'plotSeeingRough', 'plotSky', 'plotVisit', 'postISRCCD', 'postISRCCD_bbox', 'postISRCCD_calib', 'postISRCCD_detector', 'postISRCCD_filter', 'postISRCCD_visitInfo', 'postISRCCD_wcs', 'psf', 'qaTableCoadd', 'qaTableColor', 'qaTableVisit', 'raw', 'raw_bbox', 'raw_calib', 'raw_detector', 'raw_filter', 'raw_visitInfo', 'raw_wcs', 'ref_cat', 'revexp', 'revexp_bbox', 'revexp_calib', 'revexp_detector', 'revexp_filter', 'revexp_visitInfo', 'revexp_wcs', 'sky', 'skyCorr', 'sky_camera', 'skypolicy', 'src', 'srcMatch', 'srcMatchFull', 'tableSeeingGrid', 'tableSeeingMap', 'transformed_src', 'transmission_atmosphere', 'transmission_atmosphere_fgcm', 'transmission_filter', 'transmission_optics', 'transmission_sensor', 'verify_job', 'warppsf', 'wcs', 'wcs_bbox', 'wcs_calib', 'wcs_detector', 'wcs_filter', 'wcs_hsc', 'wcs_hsc_bbox', 'wcs_hsc_calib', 'wcs_hsc_detector', 'wcs_hsc_filter', 'wcs_hsc_visitInfo', 'wcs_hsc_wcs', 'wcs_visitInfo', 'wcs_wcs', 'yBackground']\n" + ] + } + ], "source": [ "mapper = HscMapper(root=repo)\n", "all_dataset_types = mapper.getDatasetTypes()\n", From b294a38523442b3bd6b67818a9ec1a5e69aac407 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Wed, 12 Dec 2018 15:19:34 +0000 Subject: [PATCH 40/59] Add ability to check the existence of all dataset types --- stackclub/taster.py | 46 +++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 42 insertions(+), 4 deletions(-) diff --git a/stackclub/taster.py b/stackclub/taster.py index 5c1c2547..1af80237 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -24,16 +24,41 @@ def __init__(self, repo, vb=False): self.tracts = [] return - def what_exists(self): + def what_exists(self, all=False): """ Check for the existence of various useful things. + Parameters + ========== + all: boolean + If true, the method will check all possible dataset types + Returns ======= exists: dict Checklist of what exists (True) and what does not (False) """ - interesting = ['raw', 'calexp', 'src', 'deepCoadd_calexp', 'deepCoadd_mergeDet'] + from lsst.obs.hsc import HscMapper + + if all: + #collect a list of all possible dataset types + mapper = HscMapper(root=self.repo) + all_dataset_types = mapper.getDatasetTypes() + + remove = ['_config', '_filename', '_md', '_sub', '_len', '_schema', '_metadata'] + + interesting = [] + for dataset_type in all_dataset_types: + keep = True + for word in remove: + if word in dataset_type: + keep = False + if keep: + interesting.append(dataset_type) + + else: + interesting = ['raw', 'calexp', 'src', 'deepCoadd_calexp', 'deepCoadd_meas'] + self.look_for_datasets_of_type(interesting) self.look_for_skymap() self.existence = True @@ -48,16 +73,29 @@ def look_for_datasets_of_type(self, datasettypes): datasettype: list of strings Types of dataset to check for, eg 'calexp', 'raw', 'wcs' etc. """ + datasets_that_exist = [] + datasets_that_do_not_exist = [] + for datasettype in datasettypes: try: datasetkeys = self.butler.getKeys(datasettype) onekey = list(datasetkeys.keys())[0] metadata = self.butler.queryMetadata(datasettype, [onekey]) - if self.vb: print("{} dataset exists.".format(datasettype)) + #if self.vb: print("{} dataset exists.".format(datasettype)) + datasets_that_exist.append(datasettype) self.exists[datasettype] = True except: - if self.vb: print("{} dataset doesn't exist.".format(datasettype)) + #if self.vb: print("{} dataset doesn't exist.".format(datasettype)) + datasets_that_do_not_exist.append(datasettype) self.exists[datasettype] = False + + #Organize output + if self.vb: + print("Datasets that exist\n-------------------") + print(datasets_that_exist) + print("\nDatasets that do not exist\n--------------------------") + print(datasets_that_do_not_exist) + return def look_for_skymap(self): From 0901c9aaf9a221294ef1696773e40ab192daf18c Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Wed, 12 Dec 2018 15:21:53 +0000 Subject: [PATCH 41/59] Clearing outputs --- Basics/Exploring_A_Data_Repo.ipynb | 152 ++++------------------------- 1 file changed, 20 insertions(+), 132 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 7e6f2473..9e380548 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -54,17 +54,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/rerun/DM-13666/WIDE/\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "from lsst.daf.persistence import Butler\n", "\n", @@ -81,17 +73,9 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10333 133 112 60 13\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "visits = butler.queryMetadata('calexp', ['visit'])\n", "pointings = butler.queryMetadata('calexp', ['pointing'])\n", @@ -104,17 +88,9 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10333 133 112 60 13\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "visits = butler.queryMetadata('forced_src', ['visit'])\n", "pointings = butler.queryMetadata('forced_src', ['pointing'])\n", @@ -127,71 +103,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "calexp {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "calexpBackground {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "calexpThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "calexp_camera {'pointing': , 'filter': , 'visit': }\n", - "calibrated_exp {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", - "calibrated_src {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", - "dcor {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", - "detj {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", - "donutSrc {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "expMetadata {'pointing': , 'filter': , 'visit': }\n", - "fcr {'tract': , 'visit': , 'ccd': , 'field': , 'filter': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", - "fcr_hsc {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n", - "fitsEllPaGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "fitsEllipticityGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "fitsFwhmGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "fitsPsfModelGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "fitsPsfSrcGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "flattenedImage {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "flattenedThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "focusPlot {'pointing': , 'filter': , 'visit': }\n", - "focusSweepPlot {'pointing': , 'filter': , 'visit': }\n", - "forced_src {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "icExp {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "icExpBackground {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "icMatch {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "icSrc {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "log {'pointing': , 'filter': }\n", - "logDir {'pointing': , 'filter': }\n", - "mosaicCalib {'pointing': , 'filter': , 'visit': , 'ccd': , 'tract': }\n", - "ossImage {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "ossThumb {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotEllipseGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotEllipseMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotEllipticityGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotEllipticityMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotFwhmGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotMagHist {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotPsfModelGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotPsfSrcGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotSeeingMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotSeeingRobust {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "plotSeeingRough {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "postISRCCD {'visit': , 'filter': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", - "raw {'field': , 'dateObs': , 'pointing': , 'filter': , 'visit': , 'ccd': , 'taiObs': , 'expTime': }\n", - "revexp {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "skyCorr {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "src {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "srcMatch {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "srcMatchFull {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "tableSeeingGrid {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "tableSeeingMap {'pointing': , 'filter': , 'visit': , 'ccd': , 'field': , 'dateObs': , 'taiObs': , 'expTime': }\n", - "transformed_src {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "warppsf {'pointing': , 'filter': , 'visit': , 'ccd': }\n", - "wcs {'tract': , 'visit': , 'ccd': , 'field': , 'filter': , 'dateObs': , 'taiObs': , 'expTime': , 'pointing': }\n", - "wcs_hsc {'pointing': , 'filter': , 'tract': , 'visit': , 'ccd': }\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "for item in shortlist:\n", " try:\n", @@ -204,27 +118,9 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "sequence item 0: expected str instance, NoneType found", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mvisits\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'visit'\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 2\u001b[0m \u001b[0mpointings\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbutler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueryMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'deepCoadd_mergeDet'\u001b[0m\u001b[0;34m,\u001b[0m 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\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlookupProperties\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 354\u001b[0;31m \u001b[0mcmd\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m\" FROM \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" NATURAL JOIN \"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreference\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 355\u001b[0m \u001b[0mvalueList\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 356\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdataId\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataId\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: sequence item 0: expected str instance, NoneType found" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "visits = butler.queryMetadata('deepCoadd_mergeDet', ['visit'])\n", "pointings = butler.queryMetadata('deepCoadd_mergeDet', ['pointing'])\n", @@ -260,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -285,17 +181,9 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['bfKernel', 'bias', 'bias_camera', 'brightObjectMask', 'calexp', 'calexpBackground', 'calexpThumb', 'calexp_bbox', 'calexp_calib', 'calexp_camera', 'calexp_detector', 'calexp_filter', 'calexp_visitInfo', 'calexp_wcs', 'calibrated_exp', 'calibrated_exp_bbox', 'calibrated_exp_calib', 'calibrated_exp_detector', 'calibrated_exp_filter', 'calibrated_exp_visitInfo', 'calibrated_exp_wcs', 'calibrated_src', 'camera', 'ccdExposureId', 'ccdExposureId_bits', 'coaddTempExp', 'coaddTempExp_bbox', 'coaddTempExp_calib', 'coaddTempExp_detector', 'coaddTempExp_filter', 'coaddTempExp_visitInfo', 'coaddTempExp_wcs', 'dark', 'dark_camera', 'dcor', 'dcor_bbox', 'dcor_calib', 'dcor_detector', 'dcor_filter', 'dcor_visitInfo', 'dcor_wcs', 'dcrCoadd', 'dcrCoaddId', 'dcrCoaddId_bits', 'dcrCoadd_bbox', 'dcrCoadd_calexp', 'dcrCoadd_calexp_background', 'dcrCoadd_calexp_bbox', 'dcrCoadd_calexp_calib', 'dcrCoadd_calexp_detector', 'dcrCoadd_calexp_filter', 'dcrCoadd_calexp_visitInfo', 'dcrCoadd_calexp_wcs', 'dcrCoadd_calib', 'dcrCoadd_det', 'dcrCoadd_detector', 'dcrCoadd_directWarp', 'dcrCoadd_directWarp_bbox', 'dcrCoadd_directWarp_calib', 'dcrCoadd_directWarp_detector', 'dcrCoadd_directWarp_filter', 'dcrCoadd_directWarp_visitInfo', 'dcrCoadd_directWarp_wcs', 'dcrCoadd_filter', 'dcrCoadd_forced_src', 'dcrCoadd_meas', 'dcrCoadd_measMatch', 'dcrCoadd_measMatchFull', 'dcrCoadd_mergeDet', 'dcrCoadd_ref', 'dcrCoadd_skyMap', 'dcrCoadd_visitInfo', 'dcrCoadd_wcs', 'dcrMergedCoaddId', 'dcrMergedCoaddId_bits', 'deepCoadd', 'deepCoaddId', 'deepCoaddId_bits', 'deepCoaddPsfMatched', 'deepCoaddPsfMatched_bbox', 'deepCoaddPsfMatched_calib', 'deepCoaddPsfMatched_detector', 'deepCoaddPsfMatched_filter', 'deepCoaddPsfMatched_visitInfo', 'deepCoaddPsfMatched_wcs', 'deepCoadd_bbox', 'deepCoadd_calexp', 'deepCoadd_calexp_background', 'deepCoadd_calexp_bbox', 'deepCoadd_calexp_calib', 'deepCoadd_calexp_detector', 'deepCoadd_calexp_filter', 'deepCoadd_calexp_hsc', 'deepCoadd_calexp_visitInfo', 'deepCoadd_calexp_wcs', 'deepCoadd_calib', 'deepCoadd_det', 'deepCoadd_detector', 'deepCoadd_diff', 'deepCoadd_diff_bbox', 'deepCoadd_diff_calib', 'deepCoadd_diff_detector', 'deepCoadd_diff_filter', 'deepCoadd_diff_visitInfo', 'deepCoadd_diff_wcs', 'deepCoadd_diffsrc', 'deepCoadd_directWarp', 'deepCoadd_directWarp_bbox', 'deepCoadd_directWarp_calib', 'deepCoadd_directWarp_detector', 'deepCoadd_directWarp_filter', 'deepCoadd_directWarp_visitInfo', 'deepCoadd_directWarp_wcs', 'deepCoadd_filter', 'deepCoadd_forced_src', 'deepCoadd_meas', 'deepCoadd_measMatch', 'deepCoadd_measMatchFull', 'deepCoadd_mergeDet', 'deepCoadd_nImage', 'deepCoadd_nImage_bbox', 'deepCoadd_nImage_calib', 'deepCoadd_nImage_detector', 'deepCoadd_nImage_filter', 'deepCoadd_nImage_visitInfo', 'deepCoadd_nImage_wcs', 'deepCoadd_obj', 'deepCoadd_psfMatchedWarp', 'deepCoadd_psfMatchedWarp_bbox', 'deepCoadd_psfMatchedWarp_calib', 'deepCoadd_psfMatchedWarp_detector', 'deepCoadd_psfMatchedWarp_filter', 'deepCoadd_psfMatchedWarp_visitInfo', 'deepCoadd_psfMatchedWarp_wcs', 'deepCoadd_qa', 'deepCoadd_qa_tract', 'deepCoadd_ref', 'deepCoadd_skyMap', 'deepCoadd_tempExp_diff', 'deepCoadd_tempExp_diff_bbox', 'deepCoadd_tempExp_diff_calib', 'deepCoadd_tempExp_diff_detector', 'deepCoadd_tempExp_diff_filter', 'deepCoadd_tempExp_diff_visitInfo', 'deepCoadd_tempExp_diff_wcs', 'deepCoadd_tempExp_diffsrc', 'deepCoadd_visitInfo', 'deepCoadd_wcs', 'deepDiff_diaSrc', 'deepDiff_differenceExp', 'deepDiff_differenceExp_bbox', 'deepDiff_differenceExp_calib', 'deepDiff_differenceExp_detector', 'deepDiff_differenceExp_filter', 'deepDiff_differenceExp_visitInfo', 'deepDiff_differenceExp_wcs', 'deepDiff_kernelSrc', 'deepDiff_matchedExp', 'deepDiff_matchedExp_bbox', 'deepDiff_matchedExp_calib', 'deepDiff_matchedExp_detector', 'deepDiff_matchedExp_filter', 'deepDiff_matchedExp_visitInfo', 'deepDiff_matchedExp_wcs', 'deepMergedCoaddId', 'deepMergedCoaddId_bits', 'defects', 'detj', 'detj_bbox', 'detj_calib', 'detj_detector', 'detj_filter', 'detj_visitInfo', 'detj_wcs', 'donutSrc', 'expIdInfo', 'expMetadata', 'expMetadata_bbox', 'expMetadata_calib', 'expMetadata_detector', 'expMetadata_filter', 'expMetadata_visitInfo', 'expMetadata_wcs', 'fcr', 'fcr_bbox', 'fcr_calib', 'fcr_detector', 'fcr_filter', 'fcr_hsc', 'fcr_hsc_bbox', 'fcr_hsc_calib', 'fcr_hsc_detector', 'fcr_hsc_filter', 'fcr_hsc_visitInfo', 'fcr_hsc_wcs', 'fcr_visitInfo', 'fcr_wcs', 'fgcmAtmosphereParameters', 'fgcmFitParameters', 'fgcmFlaggedStars', 'fgcmLookUpTable', 'fgcmStandardStars', 'fgcmStarIds', 'fgcmStarIndices', 'fgcmStarObservations', 'fgcmVisitCatalog', 'fgcmZeropoints', 'fitsEllPaGrid', 'fitsEllipticityGrid', 'fitsFwhmGrid', 'fitsPsfModelGrid', 'fitsPsfSrcGrid', 'flat', 'flat_camera', 'flattenedImage', 'flattenedImage_bbox', 'flattenedImage_calib', 'flattenedImage_detector', 'flattenedImage_filter', 'flattenedImage_visitInfo', 'flattenedImage_wcs', 'flattenedThumb', 'focusPlot', 'focusSweepPlot', 'forced_src', 'fringe', 'fringe_camera', 'icExp', 'icExpBackground', 'icExp_bbox', 'icExp_calib', 'icExp_detector', 'icExp_filter', 'icExp_visitInfo', 'icExp_wcs', 'icMatch', 'icSrc', 'jointcal_photoCalib', 'jointcal_wcs', 'linearizer', 'log', 'logDir', 'mosaicCalib', 'mosaicCalib_bbox', 'mosaicCalib_calib', 'mosaicCalib_detector', 'mosaicCalib_filter', 'mosaicCalib_visitInfo', 'mosaicCalib_wcs', 'ossImage', 'ossImage_bbox', 'ossImage_calib', 'ossImage_detector', 'ossImage_filter', 'ossImage_visitInfo', 'ossImage_wcs', 'ossThumb', 'packages', 'photoCalib', 'plotCoadd', 'plotColor', 'plotCompareCoadd', 'plotCompareVisit', 'plotEllipseGrid', 'plotEllipseMap', 'plotEllipticityGrid', 'plotEllipticityMap', 'plotFwhmGrid', 'plotMagHist', 'plotPsfModelGrid', 'plotPsfSrcGrid', 'plotSeeingMap', 'plotSeeingRobust', 'plotSeeingRough', 'plotSky', 'plotVisit', 'postISRCCD', 'postISRCCD_bbox', 'postISRCCD_calib', 'postISRCCD_detector', 'postISRCCD_filter', 'postISRCCD_visitInfo', 'postISRCCD_wcs', 'psf', 'qaTableCoadd', 'qaTableColor', 'qaTableVisit', 'raw', 'raw_bbox', 'raw_calib', 'raw_detector', 'raw_filter', 'raw_visitInfo', 'raw_wcs', 'ref_cat', 'revexp', 'revexp_bbox', 'revexp_calib', 'revexp_detector', 'revexp_filter', 'revexp_visitInfo', 'revexp_wcs', 'sky', 'skyCorr', 'sky_camera', 'skypolicy', 'src', 'srcMatch', 'srcMatchFull', 'tableSeeingGrid', 'tableSeeingMap', 'transformed_src', 'transmission_atmosphere', 'transmission_atmosphere_fgcm', 'transmission_filter', 'transmission_optics', 'transmission_sensor', 'verify_job', 'warppsf', 'wcs', 'wcs_bbox', 'wcs_calib', 'wcs_detector', 'wcs_filter', 'wcs_hsc', 'wcs_hsc_bbox', 'wcs_hsc_calib', 'wcs_hsc_detector', 'wcs_hsc_filter', 'wcs_hsc_visitInfo', 'wcs_hsc_wcs', 'wcs_visitInfo', 'wcs_wcs', 'yBackground']\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "mapper = HscMapper(root=repo)\n", "all_dataset_types = mapper.getDatasetTypes()\n", From 2ca0fc432fbeea21494b87c978e823c27cc28fd3 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Wed, 12 Dec 2018 15:29:15 +0000 Subject: [PATCH 42/59] Remove trial cells --- Basics/Exploring_A_Data_Repo.ipynb | 60 ------------------------------ 1 file changed, 60 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 9e380548..5a497904 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -71,66 +71,6 @@ "print(repo)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "visits = butler.queryMetadata('calexp', ['visit'])\n", - "pointings = butler.queryMetadata('calexp', ['pointing'])\n", - "ccds = butler.queryMetadata('calexp', ['ccd'])\n", - "fields = butler.queryMetadata('calexp', ['field'])\n", - "filters = butler.queryMetadata('calexp', ['filter'])\n", - "\n", - "print(len(visits), len(pointings), len(ccds), len(fields), len(filters))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "visits = butler.queryMetadata('forced_src', ['visit'])\n", - "pointings = butler.queryMetadata('forced_src', ['pointing'])\n", - "ccds = butler.queryMetadata('forced_src', ['ccd'])\n", - "fields = butler.queryMetadata('forced_src', ['field'])\n", - "filters = butler.queryMetadata('forced_src', ['filter'])\n", - "\n", - "print(len(visits), len(pointings), len(ccds), len(fields), len(filters))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for item in shortlist:\n", - " try:\n", - " keys = butler.getKeys(item)\n", - " if 'pointing' in keys.keys():\n", - " print(item, keys)\n", - " except:\n", - " pass" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "visits = butler.queryMetadata('deepCoadd_mergeDet', ['visit'])\n", - "pointings = butler.queryMetadata('deepCoadd_mergeDet', ['pointing'])\n", - "ccds = butler.queryMetadata('deepCoadd_mergeDet', ['ccd'])\n", - "fields = butler.queryMetadata('deepCoadd_mergeDet', ['field'])\n", - "filters = butler.queryMetadata('deepCoadd_mergeDet', ['filter'])\n", - "\n", - "print(visits, pointings, ccds, fields, filters)" - ] - }, { "cell_type": "markdown", "metadata": {}, From 049433994292d0f705e07ee775d37b157f21ebe0 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 14 Dec 2018 17:58:04 +0000 Subject: [PATCH 43/59] Organize notebook flow --- Basics/Exploring_A_Data_Repo.ipynb | 61 ++++++++++++++---------------- 1 file changed, 29 insertions(+), 32 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 5a497904..87569e17 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -35,6 +35,9 @@ "import sys\n", "import warnings\n", "import matplotlib.pyplot as plt\n", + "from IPython.display import display, Markdown\n", + "import numpy as np\n", + "import os, glob\n", "%matplotlib inline\n", "\n", "# Filter some warnings printed by v16.0 of the stack\n", @@ -186,7 +189,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Basic dataset properties\n", + "## Obtaining Basic Dataset Properties Using the Butler\n", "For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata:" ] }, @@ -246,21 +249,11 @@ "num_sources = len(sources)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from IPython.display import display, Markdown\n", - "import numpy as np" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "One key quantity for astronomers is the total sky area imaged. We can estimate this from the coadd tract info." + "One may also be interested in the total sky area imaged. We can estimate and visualize this from the coadd tract info." ] }, { @@ -270,7 +263,6 @@ "outputs": [], "source": [ "# Collect tracts from files\n", - "import os, glob\n", "tracts = sorted([int(os.path.basename(x)) for x in\n", " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", "num_tracts = len(tracts)\n", @@ -316,23 +308,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It might also be interesting to plot the sky coverage while we have the tractInfo...\n", - "\n", "Note that Objects (in the LSST data products definition document sense of the word) can be thought of as being the `coadd_sources` contained in the `deepCoadd_mergeDet` dataset." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Displaying Dataset Characteristics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's print out a report of all the characteristcs we have found" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "# Print out a report of the metadata\n", - "\n", - "# dataset_name = 'HSC'\n", - "# display(Markdown('# Dataset: %s' %dataset_name))\n", - "\n", - "# A more automated version of the table title:\n", "dataset_name = 'HSC'\n", "display(Markdown('### %s' % repo))\n", "\n", @@ -361,7 +359,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Plotting the sky coverage\n", + "## Plotting the sky coverage\n", "\n", "For this we will need our list of `tracts` from above, and also the `skyMap` object. We can then extract the sky coordinates of the corners of each tract, and use them to draw a set of rectangles to illustrate the sky coverage, following Jim Chiang's LSST DESC tutorial [dm_butler_skymap.ipynb](https://github.com/LSSTDESC/DC2-analysis/blob/master/tutorials/dm_butler_skymap.ipynb).\n", "\n", @@ -378,16 +376,6 @@ "print(\"Found {} tracts\".format(len(tracts)))" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt" - ] - }, { "cell_type": "code", "execution_count": null, @@ -419,6 +407,15 @@ "source": [ "We could imagine plotting the patches as well, to show which tracts were incomplete - but this gives us a rough idea of where our data is on the sky." ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Summary\n", + "\n", + "We have shown a few techniques for exploring a data repo. To make this process straightforward, we have implemented all these techniques into mehtods of a `Taster` class, which is now a part of the `stackclub` library. The `Taster` will give you a taste of what the `Butler` delivers. we demonstrate the use of this class in the [DataInventory.ipynb](https://github.com/LSSTScienceCollaborations/StackClub/blob/project/data_inventory/drphilmarshall/Basics/DataInventory.ipynb) notebook.\n" + ] } ], "metadata": { From b132a93e07249bc6b2201a87bbceff2d5f68b7d5 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 14 Dec 2018 18:26:50 +0000 Subject: [PATCH 44/59] Add space to resolve mapper issue --- Basics/Exploring_A_Data_Repo.ipynb | 29 ++++++++++++++++++++++++++++- 1 file changed, 28 insertions(+), 1 deletion(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 87569e17..1bb866ad 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -112,7 +112,34 @@ "metadata": {}, "outputs": [], "source": [ - "# help(HscMapper)" + "help(HscMapper)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "# Write more about mappers and repos here. \n", + "# Solve the problem of the root repo being used instead of the specified directory.\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#\n", + "#" ] }, { From ac3052d3d9aa10d53389ceda5eee2bb8e94ada7a Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 21 Dec 2018 14:25:26 +0000 Subject: [PATCH 45/59] Add info on mappers, organize notebook --- Basics/Exploring_A_Data_Repo.ipynb | 238 ++++++++++++++++++----------- 1 file changed, 150 insertions(+), 88 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 1bb866ad..29bdc8b9 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -14,9 +14,10 @@ "\n", "### Learning Objectives:\n", "After working through and studying this notebook you should be able to understand how to use the Butler to figure out: \n", - " 1. Which data types are present in a data repository;\n", - " 2. If coadds have been made, what the available tracts are;\n", - " 3. Which parts of the sky those tracts cover.\n", + " 1. What a data repo is;\n", + " 2. Which data types are present in a data repository;\n", + " 3. If coadds have been made, what the available tracts are;\n", + " 4. Which parts of the sky those tracts cover.\n", " \n", "### Logistics\n", "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", @@ -49,10 +50,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## The HSC Data Repo: What's in there?\n", - "We'll use the `hsc` data repositories as our testing ground, and start by figuring out what they contain.\n", + "## What is a Data Repo?\n", "\n", - "We'll need a butler to interrogate the `hsc` data repository." + "Data repositories contain either a `_mapper` file or a `repositoryCfg.yaml` file, to record which \"obs package\" was used to organize the data. These files give a repository more strucutre and organization than an ordinary data directory. Let's take a look at this file structure in the HSC data repo." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The HSC Data Repo: What's in there?" ] }, { @@ -61,24 +68,14 @@ "metadata": {}, "outputs": [], "source": [ - "from lsst.daf.persistence import Butler\n", - "\n", - "# Instantiate the butler to bring us some HSC data.\n", - "\n", - "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", - "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", - "\n", - "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", - "butler = Butler(repo)\n", - "\n", - "print(repo)" + "repo = '/datasets/hsc/repo'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Data repositories contain either a `_mapper` file or a `repositoryCfg.yml` file, to record which \"obs package\" was used to organize the data. In the `hsc` case, the `_mapper` file is in the top level folder, while the data repo for each field is a few levels down." + "We'll use the `hsc` data repository as our testing ground, and start by figuring out what it contains. In the `hsc` case, the `_mapper` file is in the top level folder, while the data repo for each field is a few levels down." ] }, { @@ -87,14 +84,14 @@ "metadata": {}, "outputs": [], "source": [ - "! more /datasets/hsc/repo/_mapper" + "! ls /datasets/hsc/repo/" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `HscMapper` mapper class is defined in [HscMapper.py](https://github.com/lsst/obs_subaru/blob/master/python/lsst/obs/hsc/hscMapper.py). Let's read about it." + "We can see the `_mapper` file here, and at contains one line giving the name of the `Mapper` object for the HSC repo:" ] }, { @@ -103,16 +100,17 @@ "metadata": {}, "outputs": [], "source": [ + "! cat /datasets/hsc/repo/_mapper\n", + "\n", + "# Import the Mapper object once you know its name\n", "from lsst.obs.hsc import HscMapper" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "help(HscMapper)" + "You can get some more information on this object like this:" ] }, { @@ -121,25 +119,7 @@ "metadata": {}, "outputs": [], "source": [ - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "# Write more about mappers and repos here. \n", - "# Solve the problem of the root repo being used instead of the specified directory.\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#\n", - "#" + "help(HscMapper)" ] }, { @@ -176,7 +156,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `butler` purports to be able to check whether a dataset actually exists or not, but it needs a specific dataset ID to check whether that specific dataset exists. Here's what you get when you pass in a null dataset ID:" + "The `Butler`, directed by the `Mapper` will have access to all the above dataset types. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Great, but where's the data?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The next level to dig into here is the `rerun` directory. This is where we will find some of the data we can take a look at. In the next few cells, we'll see how to get from the main level of the directory to where the data and `repositoryCfg.yaml` file is." ] }, { @@ -185,14 +179,34 @@ "metadata": {}, "outputs": [], "source": [ - "butler.datasetExists('calexp', dataId={})" + "! ls /datasets/hsc/repo/rerun" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "! ls /datasets/hsc/repo/rerun/DM-13666" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "! ls /datasets/hsc/repo/rerun/DM-13666/WIDE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Instead, one can try querying the metadata and checking for an error." + "Congrats! Now we're getting to some data! The numerical directories are the tract indices and digging deeper into those directories is a starting point for familiarizing oneself with the repo. We'll skip that here and move on to looking at the data with the `Butler`.\n", + "\n", + "The `Butler` will look at the repository as a whole. To see why this is, take a look at `repositoryCfg.yaml` file:" ] }, { @@ -201,23 +215,44 @@ "metadata": {}, "outputs": [], "source": [ - "datasettype = 'calexp'\n", + "! cat /datasets/hsc/repo/rerun/DM-13666/WIDE/repositoryCfg.yaml" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `_root` parameter is directing the `Butler` to look at the top level of the repo `/datasets/hsc/repo/`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Instantiating the Butler and looking for Dataset Types\n", "\n", - "try:\n", - " datasetkeys = butler.getKeys(datasettype)\n", - " onekey = list(datasetkeys.keys())[0]\n", - " metadata = butler.queryMetadata(datasettype, [onekey])\n", - " print(\"{} dataset exists.\".format(datasettype))\n", - "except:\n", - " print(\"{} dataset doesn't exist.\".format(datasettype))" + "Now that we have an idea of the structure of the repo itself, let's use the Butler to explore the data within the repo. Here we will demonstrate a few useful `Butler` methods for learning about the data in a repo." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from lsst.daf.persistence import Butler\n", + "\n", + "butler = Butler(repo)\n", + "\n", + "# We defined 'repo' earlier, but here it is:\n", + "print(repo)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Obtaining Basic Dataset Properties Using the Butler\n", - "For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata:" + "The `butler` purports to be able to check whether a dataset actually exists or not, but it needs a specific dataset ID to check whether that specific dataset exists. Here's what you get when you pass in a null dataset ID:" ] }, { @@ -226,22 +261,39 @@ "metadata": {}, "outputs": [], "source": [ - "# Interesting dataset types for the HSC_mapper dataset. \n", - "datasettypes = ['calexp', 'calexpBackground', 'icSrc', \n", - " 'src', 'srcMatch', 'srcMatchFull', 'ossImage', \n", - " 'flattenedImage', 'wcs', 'fcr', 'photoCalib',\n", - " 'jointcal_wcs', 'jointcal_photoCalib', 'skyCorr',\n", - " 'calexp_camera', 'brightObjectMask', 'deepCoadd_calexp', \n", - " 'deepCoadd_det', 'deepCoadd_meas', 'deepCoadd_measMatch', \n", - " 'deepCoadd_mergeDet', 'deepCoadd_ref', 'deepCoadd_forced_src', \n", - " 'forced_src' ]" + "butler.datasetExists('calexp', dataId={})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "For these basic properties, we will look at the `calexp` and `src` tables." + "Instead, one can try querying the metadata and checking for an error. Note that this way of checking for dataset existence is a little faster too." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datasettype = 'calexp'\n", + "\n", + "try:\n", + " datasetkeys = butler.getKeys(datasettype)\n", + " onekey = list(datasetkeys.keys())[0]\n", + " metadata = butler.queryMetadata(datasettype, [onekey])\n", + " print(\"{} dataset exists.\".format(datasettype))\n", + "except:\n", + " print(\"{} dataset doesn't exist.\".format(datasettype))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Obtaining Basic Dataset Properties Using the Butler\n", + "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables." ] }, { @@ -280,7 +332,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "One may also be interested in the total sky area imaged. We can estimate and visualize this from the coadd tract info." + "One may also be interested in the total sky area imaged for a particular rerun/depth. We can estimate and visualize this from the coadd tract info. To collect all the tracts, we have to get them via the file strucutre. This operation will hopefully be `Butler`-ized with the Gen3 Butler." ] }, { @@ -289,13 +341,40 @@ "metadata": {}, "outputs": [], "source": [ + "#Set the loaction of the tracts\n", + "rerun = 'DM-13666'\n", + "depth = 'WIDE'\n", + "tract_location = repo + '/rerun/' + rerun + '/' + depth\n", + "\n", "# Collect tracts from files\n", "tracts = sorted([int(os.path.basename(x)) for x in\n", - " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", + " glob.glob(os.path.join(tract_location, 'deepCoadd-results', 'merged', '*'))])\n", "num_tracts = len(tracts)\n", "\n", - "#Note: I'd like to do this with the butler, but it appears 'tracts' have to be\n", - "# specified in the dataId to be queried, so the queryMetadata method fails" + "print(\"Found {} tracts in the direcotry {}\".format(num_tracts, tract_location))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A quick way of extimating the sky area covered is to sum the areas of the inner boxes of all the tracts. For more information on the properties of tracts, you can look at the [Documentation](http://doxygen.lsst.codes/stack/doxygen/x_masterDoxyDoc/classlsst_1_1skymap_1_1tract_info_1_1_tract_info.html)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a quick note, the file structure only tells us the names of the tracts in the particular rerun/depth to look at. The actual `TractInfo` objects are obtained by selecting the tracts we want from the `deepCoadd_skyMap` dataset. Therefore, we will have to ask the `Butler` to bring us this dataset for the particular rerun/depth. Since we already made a Butler for the repo as a whole, let's make a `skymap_butler` to bring us the skymap correspoinding to the `tract_location` we just specified." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "skymap_butler = Butler(tract_location)" ] }, { @@ -305,7 +384,7 @@ "outputs": [], "source": [ "# Calculate area from all tracts\n", - "skyMap = butler.get('deepCoadd_skyMap')\n", + "skyMap = skymap_butler.get('deepCoadd_skyMap')\n", "total_area = 0.0 #deg^2\n", "plotting_vertices = []\n", "for test_tract in tracts:\n", @@ -331,13 +410,6 @@ "rounded_total_area = round(total_area, 2)\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that Objects (in the LSST data products definition document sense of the word) can be thought of as being the `coadd_sources` contained in the `deepCoadd_mergeDet` dataset." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -393,16 +465,6 @@ "In the future, we could imagine overlaying the focal plane and color the individual visits, using more of the code from Jim's notebook. Let's see what functionality the Gen3 Butler provides first, and then return to visualization." ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# How many tracts do we have?\n", - "print(\"Found {} tracts\".format(len(tracts)))" - ] - }, { "cell_type": "code", "execution_count": null, From 979f41f98cb8d842e2dcca9caa820f5f918658cb Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 21 Dec 2018 15:47:21 +0000 Subject: [PATCH 46/59] Add clarity about repo versus specific rerun --- stackclub/taster.py | 33 +++++++++++++++++++++++++++------ 1 file changed, 27 insertions(+), 6 deletions(-) diff --git a/stackclub/taster.py b/stackclub/taster.py index 1af80237..d1d7f293 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -6,7 +6,7 @@ class Taster(object): Worker for tasting all the datasets in a Butler's repo. Instantiate with a repo. """ - def __init__(self, repo, vb=False): + def __init__(self, repo, vb=False, path_to_tracts=''): self.repo = repo # Instantiate a butler, or report failure: from lsst.daf.persistence import Butler @@ -22,6 +22,13 @@ def __init__(self, repo, vb=False): self.existence = False self.counts = {} self.tracts = [] + self.path_to_tracts = path_to_tracts + if path_to_tracts != '': + try: + self.skymap_butler = Butler(repo + path_to_tracts) + except: + self.skymap_butler = None + print("Warning: failed to find a skyMap for the path " + repo + path_to_tracts) return def what_exists(self, all=False): @@ -38,7 +45,19 @@ def what_exists(self, all=False): exists: dict Checklist of what exists (True) and what does not (False) """ + # Get mappers for all tested repos from lsst.obs.hsc import HscMapper + from lsst.obs.comCam import ComCamMapper + from lsst.obs.lsst import LsstCamMapper + from lsst.obs.ctio0m9 import Ctio0m9Mapper + + #select proper mapper + if self.repo.find('hsc') != -1: mapper = HscMapper(root=self.repo) + elif self.repo.find('comCam') != -1: mapper = ComCamMapper(root=self.repo) + elif self.repo.find('DC2') != -1: mapper = LsstCamMapper(root=self.repo) + elif self.repo.find('ctio0m9') != -1: mapper = Ctio0m9Mapper(root=self.repo) + else: print("Unable to locate Mapper file in specified repo. Check that you selected a valid repo.") + if all: #collect a list of all possible dataset types @@ -103,13 +122,13 @@ def look_for_skymap(self): Check for the existence of a skymap. """ try: - self.skyMap = self.butler.get('deepCoadd_skyMap') + self.skyMap = self.skymap_butler.get('deepCoadd_skyMap') self.exists['deepCoadd_skyMap'] = True - if self.vb: print("deepCoadd_skyMap exists.") + if self.vb: print("\nSkymap\n-------------------\ndeepCoadd_skyMap exists.") except: self.skyMap = None self.exists['deepCoadd_skyMap'] = False - if self.vb: print("deepCoadd_skyMap doesn't exist.") + if self.vb: print("\nSkymap\n-------------------\ndeepCoadd_skyMap doesn't exist.") return @@ -132,7 +151,7 @@ def estimate_sky_area(self): # Collect tracts from files import os, glob tracts = sorted([int(os.path.basename(x)) for x in - glob.glob(os.path.join(self.repo, 'deepCoadd-results', 'merged', '*'))]) + glob.glob(os.path.join(self.repo + self.path_to_tracts, 'deepCoadd-results', 'merged', '*'))]) self.tracts = tracts self.counts['Number of Tracts'] = len(tracts) @@ -221,7 +240,9 @@ def report(self): self.estimate_sky_area() # A nice bold section heading: - display(Markdown('### %s' % self.repo)) + display(Markdown('### Main Repo: %s' % self.repo)) + if self.path_to_tracts != '': + display(Markdown('### Specified Tract Directory: %s' %self.path_to_tracts)) # Make a table of the collected metadata output_table = "| Metadata Characteristics | | \n | :---: | --- | \n " From 1476911434c8e117fc5978ff8b7503777bb51e83 Mon Sep 17 00:00:00 2001 From: Robert Morgan Date: Fri, 21 Dec 2018 15:48:09 +0000 Subject: [PATCH 47/59] Update markdown cells to describe taster updates --- Basics/DataInventory.ipynb | 86 ++++++++++++++++++++++++++++++-------- 1 file changed, 69 insertions(+), 17 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 11fd797a..b923aeda 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -188,7 +188,9 @@ "source": [ "## Exploring the Data Repo with the Stack Club `Taster`\n", "\n", - "The `stackclub` library provides a `Taster` class, to explore the datasets in a given repo. As an example, let's take a look at some HSC data using the `Taster`." + "The `stackclub` library provides a `Taster` class, to explore the datasets in a given repo. As an example, let's take a look at some HSC data using the `Taster`. When instantiating the `Taster`, if you plan to use it for visualizing sky coverage, you can provide it with a path to the tracts from the main repo.\n", + "\n", + "### Initializing the `Taster`" ] }, { @@ -197,9 +199,20 @@ "metadata": {}, "outputs": [], "source": [ - "depth = 'UDEEP' # WIDE, DEEP, UDEEP\n", - "field = 'SSP_WIDE' # SSP_WIDE, SSP_DEEP, SSP_UDEEP\n", - "repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)" + "#Main level repo\n", + "repo = '/datasets/hsc/repo/'\n", + "\n", + "#Location of tracts for a particular rerun and depth relative to main repo\n", + "rerun = 'DM-13666' # DM-13666, DM-10404 \n", + "depth = 'WIDE' # WIDE, DEEP, UDEEP\n", + "tract_location = 'rerun/' + rerun + '/' + depth" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Execute one of the following two cells. The latter will make `tarquin` aware of the tracts for the dataset while the former will just look at the repo as a whole and not visualize any sky area." ] }, { @@ -211,6 +224,22 @@ "tarquin = stackclub.Taster(repo, vb=True)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tarquin = stackclub.Taster(repo, vb=True, path_to_tracts=tract_location)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Properties of the `Taster`" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -320,7 +349,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This dictionary is stored in the `exists` attribute:" + "A dictionary with existence information is stored in the `exists` attribute:" ] }, { @@ -466,9 +495,13 @@ "metadata": {}, "outputs": [], "source": [ + "repo = '/datasets/hsc/repo/'\n", + "rerun = 'DM-13666'\n", + "\n", "for depth in ['WIDE', 'DEEP', 'UDEEP']:\n", - " repo = '/datasets/hsc/repo/rerun/DM-13666/%s/'%(depth)\n", - " taster = stackclub.Taster(repo)\n", + " tract_location = 'rerun/' + rerun + '/' + depth\n", + " \n", + " taster = stackclub.Taster(repo, path_to_tracts=tract_location)\n", " taster.report()" ] }, @@ -476,7 +509,35 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Hmm. The sky area is different but the `calexp` and `src` data is the same? Weird.\n", + "You may notice that all **Metadata Characteristics** beginning with \"Number of\" are the same for the three depths. This is a result of `tarquin`'s `Butler` getting this information from the repo as a whole, rather than the specific depth we specified for the tracts. There is more information on why the `Butler` works in this way in the [Exploring_A_Data_Repo.ipynb](https://github.com/LSSTScienceCollaborations/StackClub/blob/project/data_inventory/drphilmarshall/Basics/Exploring_A_Data_Repo.ipynb) notebook." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "In this notebook we took a first look at the datasets available to us in two shared directories in the LSST science platform filesystem, and used the `stackclub.Taster` class to report on their basic properties, and their sky coverage. Details on the methods used by the `Taster` can be found in the [Exploring_A_Data_Repo.ipynb](https://github.com/LSSTScienceCollaborations/StackClub/blob/project/data_inventory/drphilmarshall/Basics/Exploring_A_Data_Repo.ipynb) notebook, or by executing the follwoing cell:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "help(tarquin)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# STILL TODO\n", + "Build defensiveness into the `Taster` so that it can handle a wide variety of datasets.\n", + "\n", + "### Looking at other shared datasets and repos\n", "\n", "The following loops over all shared datasets fails in interesting ways: some folders don't seem to be `Butler`-friendly. We need to do a bit more work to identify the actual repos available to us." ] @@ -508,15 +569,6 @@ " except:\n", " print(\"Taster failed to explore repo \",repo)" ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Summary\n", - "\n", - "In this notebook we took a first look at the datasets available to us in two shared directories in the LSST science platform filesystem, and used the `stackclub.Taster` class to report on their basic properties, and their sky coverage." - ] } ], "metadata": { From 6da995dad42b800bb154fe2a07106bdea62f05e6 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 21 Dec 2018 21:17:05 +0000 Subject: [PATCH 48/59] minor markdown text edits --- Basics/Exploring_A_Data_Repo.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 29bdc8b9..e70b1f91 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -293,7 +293,7 @@ "metadata": {}, "source": [ "## Obtaining Basic Dataset Properties Using the Butler\n", - "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables." + "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables. The contents of these tables are derived from the processing of individual sensors." ] }, { @@ -332,7 +332,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "One may also be interested in the total sky area imaged for a particular rerun/depth. We can estimate and visualize this from the coadd tract info. To collect all the tracts, we have to get them via the file strucutre. This operation will hopefully be `Butler`-ized with the Gen3 Butler." + "One may also be interested in the total sky area imaged for a particular coadd rerun/depth. We can estimate and visualize this from the coadd tract info. To collect all the tracts, we have to get them via the file strucutre. This operation will hopefully be `Butler`-ized with the Gen3 Butler." ] }, { @@ -351,7 +351,7 @@ " glob.glob(os.path.join(tract_location, 'deepCoadd-results', 'merged', '*'))])\n", "num_tracts = len(tracts)\n", "\n", - "print(\"Found {} tracts in the direcotry {}\".format(num_tracts, tract_location))" + "print(\"Found {} tracts in the directory {}\".format(num_tracts, tract_location))" ] }, { From 0d6fa71bc331a1933dac034645ef9e4fc64e7f20 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 8 Mar 2019 17:18:05 +0000 Subject: [PATCH 49/59] remove DC2 directory (not accessible to stack club users) --- stackclub/taster.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/stackclub/taster.py b/stackclub/taster.py index d1d7f293..4e820e38 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -48,13 +48,13 @@ def what_exists(self, all=False): # Get mappers for all tested repos from lsst.obs.hsc import HscMapper from lsst.obs.comCam import ComCamMapper - from lsst.obs.lsst import LsstCamMapper + #from lsst.obs.lsst import LsstCamMapper from lsst.obs.ctio0m9 import Ctio0m9Mapper #select proper mapper if self.repo.find('hsc') != -1: mapper = HscMapper(root=self.repo) elif self.repo.find('comCam') != -1: mapper = ComCamMapper(root=self.repo) - elif self.repo.find('DC2') != -1: mapper = LsstCamMapper(root=self.repo) + #elif self.repo.find('DC2') != -1: mapper = LsstCamMapper(root=self.repo) elif self.repo.find('ctio0m9') != -1: mapper = Ctio0m9Mapper(root=self.repo) else: print("Unable to locate Mapper file in specified repo. Check that you selected a valid repo.") @@ -187,7 +187,7 @@ def estimate_sky_area(self): def count_things(self): """ - Count the available number of visits, sensors, fields etc. + Count the available number of calexp visits, sensors, fields etc. """ # Collect numbers of images of various kinds: if self.exists['calexp']: @@ -255,4 +255,4 @@ def report(self): # Plot sky coverage self.plot_sky_coverage() - return \ No newline at end of file + return From 48700d8294d734e84530c80cdd09a34620d0e08f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 8 Mar 2019 17:16:33 +0000 Subject: [PATCH 50/59] small wording changes --- Basics/DataInventory.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index b923aeda..82e7a921 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -104,7 +104,7 @@ "source": [ "# What version of the Stack am I using?\n", "! echo $HOSTNAME\n", - "! eups list -s | grep lsst_distrib" + "! eups list -s lsst_distrib" ] }, { @@ -116,7 +116,7 @@ }, "source": [ "## Listing the Available Datasets\n", - "First, let's look at what is currently available. There are two primary shared data folders in the LSP, the read-only `/datasets` folder, and the group-writeable folder `/project/shared/data`. Let's see what's in there. Specifically, we want to see butler-friendly data _repositories_, distinguished by their containing a file called `_mapper`, or `repositoryCfg.yaml` in their top level." + "First, let's look at what is currently available. There are several shared data folders in the LSP, the read-only `/datasets` folder, the project-group-writeable folder `/project/shared/data`, and the Stack Club shared directory `/project/stack-club`. Let's take a look at what's in `/project/shared/data`. Specifically, we want to see butler-friendly data _repositories_, distinguished by their containing a file called `_mapper`, or `repositoryCfg.yaml` in their top level." ] }, { From 25d17b62a6a2db7e846aa2341236d6ac8809c8f8 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 10 May 2019 17:52:54 +0000 Subject: [PATCH 51/59] Verified in v17, notes on reruns... --- Basics/Exploring_A_Data_Repo.ipynb | 73 ++++++++++++++++++++++++++---- 1 file changed, 65 insertions(+), 8 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index e70b1f91..0d89f815 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -8,7 +8,7 @@ "\n", "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", "
Last Verified to Run: **2018-12-07**\n", - "
Verified Stack Release: **16.0**\n", + "
Verified Stack Release: **17.0**\n", "\n", "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", "\n", @@ -20,7 +20,7 @@ " 4. Which parts of the sky those tracts cover.\n", " \n", "### Logistics\n", - "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", + "This notebook is intended to be runnable on `lsst-lsp-stable.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", "\n", "\n", "## Set Up" @@ -42,8 +42,8 @@ "%matplotlib inline\n", "\n", "# Filter some warnings printed by v16.0 of the stack\n", - "warnings.simplefilter(\"ignore\", category=FutureWarning)\n", - "warnings.simplefilter(\"ignore\", category=UserWarning)" + "# warnings.simplefilter(\"ignore\", category=FutureWarning)\n", + "# warnings.simplefilter(\"ignore\", category=UserWarning)" ] }, { @@ -344,6 +344,10 @@ "#Set the loaction of the tracts\n", "rerun = 'DM-13666'\n", "depth = 'WIDE'\n", + "# Try a different one:\n", + "# rerun = 'DM-10404'\n", + "# depth = 'DEEP'\n", + "\n", "tract_location = repo + '/rerun/' + rerun + '/' + depth\n", "\n", "# Collect tracts from files\n", @@ -374,7 +378,7 @@ "metadata": {}, "outputs": [], "source": [ - "skymap_butler = Butler(tract_location)" + "under_butler = Butler(tract_location)" ] }, { @@ -384,7 +388,7 @@ "outputs": [], "source": [ "# Calculate area from all tracts\n", - "skyMap = skymap_butler.get('deepCoadd_skyMap')\n", + "skyMap = under_butler.get('deepCoadd_skyMap')\n", "total_area = 0.0 #deg^2\n", "plotting_vertices = []\n", "for test_tract in tracts:\n", @@ -410,6 +414,59 @@ "rounded_total_area = round(total_area, 2)\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's also pull out, for this rerun, the same basic information that we did for the whole repo, and compare:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rerun_visits = under_butler.queryMetadata('calexp', ['visit'])\n", + "rerun_pointings = under_butler.queryMetadata('calexp', ['pointing'])\n", + "rerun_ccds = under_butler.queryMetadata('calexp', ['ccd'])\n", + "rerun_fields = under_butler.queryMetadata('calexp', ['field'])\n", + "rerun_filters = under_butler.queryMetadata('calexp', ['filter'])\n", + "\n", + "rerun_sources = under_butler.queryMetadata('src', ['id'])\n", + "\n", + "rerun_num_visits = len(rerun_visits)\n", + "rerun_num_pointings = len(rerun_pointings)\n", + "rerun_num_ccds = len(rerun_ccds)\n", + "rerun_num_fields = len(rerun_fields)\n", + "rerun_num_filters = len(rerun_filters)\n", + "\n", + "rerun_num_sources = len(rerun_sources)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(\"The HSC repo contains {} visits, the {}/{} rerun contains {} visits.\".format(num_visits,rerun,depth,rerun_num_visits))\n", + "print(\"The HSC repo contains {} pointings, the {}/{} rerun contains {} pointings.\".format(num_pointings,rerun,depth,rerun_num_pointings))\n", + "print(\"The HSC repo contains {} ccds, the {}/{} rerun contains {} ccds.\".format(num_ccds,rerun,depth,rerun_num_ccds))\n", + "print(\"The HSC repo contains {} fields, the {}/{} rerun contains {} fields.\".format(num_fields,rerun,depth,rerun_num_fields))\n", + "print(\"The HSC repo contains {} filters, the {}/{} rerun contains {} filters.\".format(num_filters,rerun,depth,rerun_num_filters))\n", + "print(\"The HSC repo contains {} sources, the {}/{} rerun contains {} sources.\".format(num_sources,rerun,depth,rerun_num_sources))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This makes sense, given what we saw in the `repositoryCfg.yaml` file in the DM-13666/WIDE subfolder. What is less clear is why it is like this - one would think that each rerun would lead to a slightly different number of sources, at least - and when the main `butler` queries for sources, where is it getting the information from? Did we just get lucky somehow, choosing DM-13666/WIDE? \n", + "\n", + "When I choose a different rerun and depth, I get the exact same numbers, except for the sky area: DM-10404/DEEP only covers 103.8 sq deg. So this number of sources is confusing: where is it coming from? Why does the metadata queried by a butler attached to DM-10404/DEEP give the same number of sources as that from DM-13666/WIDE?" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -421,7 +478,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now let's print out a report of all the characteristcs we have found" + "Now let's print out a report of all the characteristcs we have found. We'll use the sky area from the DM-13666/WIDE rerun and the numbers common to all reruns." ] }, { @@ -523,7 +580,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.2" + "version": "3.6.6" } }, "nbformat": 4, From 0cc66a84c58ad35098bfb758f1dca84008c5acca Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 24 May 2019 19:00:30 +0000 Subject: [PATCH 52/59] Cleared up parent/rerun confusion, notes on provenance --- Basics/Exploring_A_Data_Repo.ipynb | 696 +++++++++++++++++++++++------ 1 file changed, 559 insertions(+), 137 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 0d89f815..177a7a73 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -64,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -80,9 +80,30 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10NP2P31 DEEPE04\t DTH_A\t OBJECT\t\t SSP_DEEP_COSMOS\n", + "11NM5P21 DEEPE05\t FOCUS\t ON_AXIS_DOMEFLAT\t SSP_DEEP_DEEP2_3\n", + "ABELL2163 DEEPE06\t FOCUSING ON_AXIS_DOMEFLAT_0DEG SSP_DEEP_ELAIS_N1\n", + "algorithmData DEEPE07\t GD153\t ON_AXIS_DOMEFLAT_72DEG SSP_DEEP_XMM_LSS\n", + "BIAS\t DEEPE08\t HEL10_B ON_AXIS_DOMEFLAT_90DEG SSP_DEEP_XMMS_LSS\n", + "CALIB\t DEEPE09\t HEL30_I R10\t\t SSP_UDEEP_COSMOS\n", + "CFHTLS_W1 DEEPE10\t HIP67394 ref_cats\t\t SSP_UDEEP_SXDS\n", + "COMET2014F3 DEN_A\t HIP67879 registry.sqlite3\t SSP_WIDE\n", + "COSMOS\t DEN_C\t M31\t rerun\t\t STRIPE82L\n", + "DARK\t DEN_E\t M31_N\t SDSS_CAL\t\t SXDS4HSCI2\n", + "deepCoadd DITH_14H M31_S\t SKYFLAT\t\t TEST\n", + "DEEPE01 DITH_16H _mapper SP01\t\t transmission\n", + "DEEPE02 DITH_D\t MOON_LIGHT SR01\n", + "DEEPE03 DOMEFLAT NAMERICA SSP_AEGIS\n" + ] + } + ], "source": [ "! ls /datasets/hsc/repo/" ] @@ -96,9 +117,17 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "lsst.obs.hsc.HscMapper\n" + ] + } + ], "source": [ "! cat /datasets/hsc/repo/_mapper\n", "\n", @@ -115,11 +144,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "help(HscMapper)" + "# help(HscMapper)" ] }, { @@ -131,9 +160,17 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['bfKernel', 'bias', 'bias_camera', 'brightObjectMask', 'brighterFatterGain', 'brighterFatterKernel', 'calexp', 'calexpBackground', 'calexpThumb', 'calexp_bbox', 'calexp_calib', 'calexp_camera', 'calexp_detector', 'calexp_filter', 'calexp_visitInfo', 'calexp_wcs', 'calibrated_exp', 'calibrated_exp_bbox', 'calibrated_exp_calib', 'calibrated_exp_detector', 'calibrated_exp_filter', 'calibrated_exp_visitInfo', 'calibrated_exp_wcs', 'calibrated_src', 'camera', 'ccdExposureId', 'ccdExposureId_bits', 'coaddTempExp', 'coaddTempExp_bbox', 'coaddTempExp_calib', 'coaddTempExp_detector', 'coaddTempExp_filter', 'coaddTempExp_visitInfo', 'coaddTempExp_wcs', 'dark', 'dark_camera', 'dcor', 'dcor_bbox', 'dcor_calib', 'dcor_detector', 'dcor_filter', 'dcor_visitInfo', 'dcor_wcs', 'dcrCoadd', 'dcrCoaddId', 'dcrCoaddId_bits', 'dcrCoadd_bbox', 'dcrCoadd_calexp', 'dcrCoadd_calexp_background', 'dcrCoadd_calexp_bbox', 'dcrCoadd_calexp_calib', 'dcrCoadd_calexp_detector', 'dcrCoadd_calexp_filter', 'dcrCoadd_calexp_visitInfo', 'dcrCoadd_calexp_wcs', 'dcrCoadd_calib', 'dcrCoadd_deblendedFlux', 'dcrCoadd_deblendedModel', 'dcrCoadd_det', 'dcrCoadd_detector', 'dcrCoadd_directWarp', 'dcrCoadd_directWarp_bbox', 'dcrCoadd_directWarp_calib', 'dcrCoadd_directWarp_detector', 'dcrCoadd_directWarp_filter', 'dcrCoadd_directWarp_visitInfo', 'dcrCoadd_directWarp_wcs', 'dcrCoadd_filter', 'dcrCoadd_forced_src', 'dcrCoadd_meas', 'dcrCoadd_measMatch', 'dcrCoadd_measMatchFull', 'dcrCoadd_mergeDet', 'dcrCoadd_nImage', 'dcrCoadd_nImage_bbox', 'dcrCoadd_nImage_calib', 'dcrCoadd_nImage_detector', 'dcrCoadd_nImage_filter', 'dcrCoadd_nImage_visitInfo', 'dcrCoadd_nImage_wcs', 'dcrCoadd_ref', 'dcrCoadd_skyMap', 'dcrCoadd_visitInfo', 'dcrCoadd_wcs', 'dcrDiff_diaSrc', 'dcrDiff_differenceExp', 'dcrDiff_differenceExp_bbox', 'dcrDiff_differenceExp_calib', 'dcrDiff_differenceExp_detector', 'dcrDiff_differenceExp_filter', 'dcrDiff_differenceExp_visitInfo', 'dcrDiff_differenceExp_wcs', 'dcrDiff_kernelSrc', 'dcrDiff_matchedExp', 'dcrDiff_matchedExp_bbox', 'dcrDiff_matchedExp_calib', 'dcrDiff_matchedExp_detector', 'dcrDiff_matchedExp_filter', 'dcrDiff_matchedExp_visitInfo', 'dcrDiff_matchedExp_wcs', 'dcrMergedCoaddId', 'dcrMergedCoaddId_bits', 'deepCoadd', 'deepCoaddId', 'deepCoaddId_bits', 'deepCoaddPsfMatched', 'deepCoaddPsfMatched_bbox', 'deepCoaddPsfMatched_calib', 'deepCoaddPsfMatched_detector', 'deepCoaddPsfMatched_filter', 'deepCoaddPsfMatched_visitInfo', 'deepCoaddPsfMatched_wcs', 'deepCoadd_bbox', 'deepCoadd_calexp', 'deepCoadd_calexp_background', 'deepCoadd_calexp_bbox', 'deepCoadd_calexp_calib', 'deepCoadd_calexp_detector', 'deepCoadd_calexp_filter', 'deepCoadd_calexp_hsc', 'deepCoadd_calexp_visitInfo', 'deepCoadd_calexp_wcs', 'deepCoadd_calib', 'deepCoadd_deblendedFlux', 'deepCoadd_deblendedModel', 'deepCoadd_det', 'deepCoadd_detector', 'deepCoadd_diff', 'deepCoadd_diff_bbox', 'deepCoadd_diff_calib', 'deepCoadd_diff_detector', 'deepCoadd_diff_filter', 'deepCoadd_diff_visitInfo', 'deepCoadd_diff_wcs', 'deepCoadd_diffsrc', 'deepCoadd_directWarp', 'deepCoadd_directWarp_bbox', 'deepCoadd_directWarp_calib', 'deepCoadd_directWarp_detector', 'deepCoadd_directWarp_filter', 'deepCoadd_directWarp_visitInfo', 'deepCoadd_directWarp_wcs', 'deepCoadd_filter', 'deepCoadd_forced_src', 'deepCoadd_meas', 'deepCoadd_measMatch', 'deepCoadd_measMatchFull', 'deepCoadd_mergeDet', 'deepCoadd_nImage', 'deepCoadd_nImage_bbox', 'deepCoadd_nImage_calib', 'deepCoadd_nImage_detector', 'deepCoadd_nImage_filter', 'deepCoadd_nImage_visitInfo', 'deepCoadd_nImage_wcs', 'deepCoadd_obj', 'deepCoadd_psfMatchedWarp', 'deepCoadd_psfMatchedWarp_bbox', 'deepCoadd_psfMatchedWarp_calib', 'deepCoadd_psfMatchedWarp_detector', 'deepCoadd_psfMatchedWarp_filter', 'deepCoadd_psfMatchedWarp_visitInfo', 'deepCoadd_psfMatchedWarp_wcs', 'deepCoadd_qa', 'deepCoadd_qa_tract', 'deepCoadd_ref', 'deepCoadd_sg', 'deepCoadd_sg_features', 'deepCoadd_sg_features_tract', 'deepCoadd_skyMap', 'deepCoadd_tempExp_diff', 'deepCoadd_tempExp_diff_bbox', 'deepCoadd_tempExp_diff_calib', 'deepCoadd_tempExp_diff_detector', 'deepCoadd_tempExp_diff_filter', 'deepCoadd_tempExp_diff_visitInfo', 'deepCoadd_tempExp_diff_wcs', 'deepCoadd_tempExp_diffsrc', 'deepCoadd_visitInfo', 'deepCoadd_wcs', 'deepDiff_diaSrc', 'deepDiff_differenceExp', 'deepDiff_differenceExp_bbox', 'deepDiff_differenceExp_calib', 'deepDiff_differenceExp_detector', 'deepDiff_differenceExp_filter', 'deepDiff_differenceExp_visitInfo', 'deepDiff_differenceExp_wcs', 'deepDiff_kernelSrc', 'deepDiff_matchedExp', 'deepDiff_matchedExp_bbox', 'deepDiff_matchedExp_calib', 'deepDiff_matchedExp_detector', 'deepDiff_matchedExp_filter', 'deepDiff_matchedExp_visitInfo', 'deepDiff_matchedExp_wcs', 'deepMergedCoaddId', 'deepMergedCoaddId_bits', 'defects', 'detj', 'detj_bbox', 'detj_calib', 'detj_detector', 'detj_filter', 'detj_visitInfo', 'detj_wcs', 'donutSrc', 'expIdInfo', 'expMetadata', 'expMetadata_bbox', 'expMetadata_calib', 'expMetadata_detector', 'expMetadata_filter', 'expMetadata_visitInfo', 'expMetadata_wcs', 'fcr', 'fcr_bbox', 'fcr_calib', 'fcr_detector', 'fcr_filter', 'fcr_hsc', 'fcr_hsc_bbox', 'fcr_hsc_calib', 'fcr_hsc_detector', 'fcr_hsc_filter', 'fcr_hsc_visitInfo', 'fcr_hsc_wcs', 'fcr_visitInfo', 'fcr_wcs', 'fgcmAtmosphereParameters', 'fgcmFitParameters', 'fgcmFlaggedStars', 'fgcmLookUpTable', 'fgcmStandardStars', 'fgcmStarIds', 'fgcmStarIndices', 'fgcmStarObservations', 'fgcmVisitCatalog', 'fgcmZeropoints', 'fgcm_photoCalib', 'fitsEllPaGrid', 'fitsEllipticityGrid', 'fitsFwhmGrid', 'fitsPsfModelGrid', 'fitsPsfSrcGrid', 'flat', 'flat_camera', 'flattenedImage', 'flattenedImage_bbox', 'flattenedImage_calib', 'flattenedImage_detector', 'flattenedImage_filter', 'flattenedImage_visitInfo', 'flattenedImage_wcs', 'flattenedThumb', 'focusPlot', 'focusSweepPlot', 'forced_src', 'fringe', 'fringe_camera', 'icExp', 'icExpBackground', 'icExp_bbox', 'icExp_calib', 'icExp_detector', 'icExp_filter', 'icExp_visitInfo', 'icExp_wcs', 'icMatch', 'icSrc', 'jointcal_photoCalib', 'jointcal_wcs', 'linearizer', 'log', 'logDir', 'mosaicCalib', 'mosaicCalib_bbox', 'mosaicCalib_calib', 'mosaicCalib_detector', 'mosaicCalib_filter', 'mosaicCalib_visitInfo', 'mosaicCalib_wcs', 'objectTable', 'objectTable_tract', 'ossImage', 'ossImage_bbox', 'ossImage_calib', 'ossImage_detector', 'ossImage_filter', 'ossImage_visitInfo', 'ossImage_wcs', 'ossThumb', 'packages', 'photoCalib', 'plotBrighterFatterPtc', 'plotCoadd', 'plotColor', 'plotCompareCoadd', 'plotCompareVisit', 'plotEllipseGrid', 'plotEllipseMap', 'plotEllipticityGrid', 'plotEllipticityMap', 'plotFwhmGrid', 'plotMagHist', 'plotPsfModelGrid', 'plotPsfSrcGrid', 'plotSeeingMap', 'plotSeeingRobust', 'plotSeeingRough', 'plotSky', 'plotVisit', 'postISRCCD', 'postISRCCD_bbox', 'postISRCCD_calib', 'postISRCCD_detector', 'postISRCCD_filter', 'postISRCCD_visitInfo', 'postISRCCD_wcs', 'psf', 'qaTableCoadd', 'qaTableColor', 'qaTableVisit', 'raw', 'raw_bbox', 'raw_calib', 'raw_detector', 'raw_filter', 'raw_visitInfo', 'raw_wcs', 'ref_cat', 'revexp', 'revexp_bbox', 'revexp_calib', 'revexp_detector', 'revexp_filter', 'revexp_visitInfo', 'revexp_wcs', 'sky', 'skyCorr', 'sky_camera', 'skypolicy', 'src', 'srcMatch', 'srcMatchFull', 'starGalaxy_classifier', 'starGalaxy_morphOnlyClassifier', 'tableSeeingGrid', 'tableSeeingMap', 'transformed_src', 'transmission_atmosphere', 'transmission_atmosphere_fgcm', 'transmission_filter', 'transmission_optics', 'transmission_sensor', 'verify_job', 'warppsf', 'wcs', 'wcs_bbox', 'wcs_calib', 'wcs_detector', 'wcs_filter', 'wcs_hsc', 'wcs_hsc_bbox', 'wcs_hsc_calib', 'wcs_hsc_detector', 'wcs_hsc_filter', 'wcs_hsc_visitInfo', 'wcs_hsc_wcs', 'wcs_visitInfo', 'wcs_wcs', 'yBackground']\n" + ] + } + ], "source": [ "mapper = HscMapper(root=repo)\n", "all_dataset_types = mapper.getDatasetTypes()\n", @@ -156,128 +193,420 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `Butler`, directed by the `Mapper` will have access to all the above dataset types. " + "The `Butler`, directed by the `Mapper` will have access to all the above dataset types. \n", + "\n", + "Another important file in the repo parent folder is `registry.sqlite3`. This database contains metadata for the HSC raw images." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Great, but where's the data?" + "### Great, but where's the actual data, and how was it made?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The next level to dig into here is the `rerun` directory. This is where we will find some of the data we can take a look at. In the next few cells, we'll see how to get from the main level of the directory to where the data and `repositoryCfg.yaml` file is." + "The raw visit images are stored by field. In the HSC dataset the fields have names like `COSMOS` and `DEEPE09`. Within those field folders, there is a directory structure that eventually gets down to visit image FITS files whose names and paths contain the date/time and filter for that exposure. For example:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-000.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-001.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-002.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-003.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-004.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-005.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-006.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-007.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-008.fits\n", + "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-009.fits\n" + ] + } + ], + "source": [ + "! \\ls /datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-00?.fits" + ] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [], + "source": [ + "How do the pipeline tasks know which raw data to process? This information is captured in the \"configs\". In the HSC repo there is no config folder or files in the top level directory - in fact the only two files are `_mapper` and `registry.sqlite3`. So what's going on? \n", + "\n", + "It turns out that the provenance of the stack processing of the HSC raw images is captured in \"rerun\" folders, one for each time the science pipelines were run on the data. Let's do some detective work to find out what happened to the HSC data. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DM-10404 DM-13666 private RC\n" + ] + } + ], "source": [ "! ls /datasets/hsc/repo/rerun" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, `DM-10404` looks like a run ID. What's in that folder? " + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DEEP logs SFM UDEEP\tWIDE\n" + ] + } + ], "source": [ - "! ls /datasets/hsc/repo/rerun/DM-13666" + "! ls /datasets/hsc/repo/rerun/DM-10404" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`DEEP`, `WIDE`, and `UDEEP` are the names of the sub-surveys of the HSC survey. We might expect each to contain results from the processing of that sub-survey's images." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "00814 01004 01062 01172 01315 01327 01414\t\t repositoryCfg.yaml\n", + "00817 01052 01111 01174 01316 01378 config\t schema\n", + "00823 01055 01116 01179 01317 01382 deepCoadd\n", + "00991 01057 01122 01232 01318 01405 deepCoadd-results\n", + "00995 01059 01170 01236 01320 01407 jointcal-results\n" + ] + } + ], "source": [ - "! ls /datasets/hsc/repo/rerun/DM-13666/WIDE" + "! ls /datasets/hsc/repo/rerun/DM-10404/UDEEP" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Congrats! Now we're getting to some data! The numerical directories are the tract indices and digging deeper into those directories is a starting point for familiarizing oneself with the repo. We'll skip that here and move on to looking at the data with the `Butler`.\n", - "\n", - "The `Butler` will look at the repository as a whole. To see why this is, take a look at `repositoryCfg.yaml` file:" + "The numerically-names folders contain the generated catalog files, organized by sky tract. Note that a `config` folder is present, and also a `repositoryCfg.yaml` file - which means that this folder is itself a `repo`, from the Butler's point of view." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!RepositoryCfg_v1\n", + "_mapper: !!python/name:lsst.obs.hsc.hscMapper.HscMapper ''\n", + "_mapperArgs: null\n", + "_parents: [../SFM]\n", + "_policy: null\n", + "_root: null\n" + ] + } + ], + "source": [ + "! cat /datasets/hsc/repo/rerun/DM-10404/WIDE/repositoryCfg.yaml" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What does it mean that `SFM` is the \"parent\" of this repo? Let's see what _that_ folder contains:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "00814 01052 01116 01183 01241 01297 01320 01407\t metadata\n", + "00817 01055 01122 01228 01288 01298 01327 01409\t repositoryCfg.yaml\n", + "00823 01057 01170 01230 01289 01299 01374 01411\t schema\n", + "00991 01058 01172 01232 01290 01315 01378 01413\n", + "00995 01059 01174 01234 01291 01316 01382 01414\n", + "01001 01062 01176 01236 01292 01317 01388 config\n", + "01004 01111 01179 01238 01296 01318 01405 deepCoadd\n" + ] + } + ], "source": [ - "! cat /datasets/hsc/repo/rerun/DM-13666/WIDE/repositoryCfg.yaml" + "! ls /datasets/hsc/repo/rerun/DM-10404/SFM" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `_root` parameter is directing the `Butler` to look at the top level of the repo `/datasets/hsc/repo/`." + "`SFM` seems to contain _all_ the tracts that have been produced - so is the entire HSC survey. It's `repositoryCfg.yaml` file shows that it's \"parent\" is the top level folder, `/datasets/hsc/repo/`." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!RepositoryCfg_v1\n", + "_mapper: !!python/name:lsst.obs.hsc.hscMapper.HscMapper ''\n", + "_mapperArgs: null\n", + "_parents: [../../..]\n", + "_policy: null\n", + "_root: null\n" + ] + } + ], + "source": [ + "! cat /datasets/hsc/repo/rerun/DM-10404/SFM/repositoryCfg.yaml" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Instantiating the Butler and looking for Dataset Types\n", + "Let's see what the `DM-10404/UDEEP` repo's `config` folder contains:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + ". coaddDriver.py mosaic.py\t\t packages.pickle\n", + ".. forcedPhotCcd.py multiBandDriver.py\n" + ] + } + ], + "source": [ + "! ls -a /datasets/hsc/repo/rerun/DM-10404/UDEEP/config" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "These are the configuration files that were used when the science pipelines were run on these data. While we don't know which versions of the software were used, we at least know which tasks were run. \n", "\n", - "Now that we have an idea of the structure of the repo itself, let's use the Butler to explore the data within the repo. Here we will demonstrate a few useful `Butler` methods for learning about the data in a repo." + "Notice that `ProcessCcd.py` is not in this list: re-runs can pick up the processing at any point, and just repeat a subset of the tasks. This is why the `parent` has to be recorded: in this case, information about the outputs of `ProcessCcd.py` should be available in the `parent` folder. \n", + "\n", + "> **PROBLEM: in the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. But where are these source tables? **\n", + "\n", + "Here's what a config file looks like (ignoring the many import statements and just looking at a few example lines):" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "assert type(config)==lsst.meas.base.forcedPhotCcd.ForcedPhotCcdConfig, 'config is of type %s.%s instead of lsst.meas.base.forcedPhotCcd.ForcedPhotCcdConfig' % (type(config).__module__, type(config).__name__)\n", + "# Run subtask to apply aperture corrections\n", + "config.doApCorr=True\n", + "\n", + "# flux measurement algorithms in getApCorrNameSet() to ignore; if a name is listed that does not appear in getApCorrNameSet() then a warning is logged\n", + "config.applyApCorr.ignoreList=[]\n", + "\n", + "# flux measurement algorithms to be aperture-corrected by reference to another algorithm; this is a mapping alg1:alg2, where 'alg1' is the algorithm being corrected, and 'alg2' is the algorithm supplying the corrections\n", + "config.applyApCorr.proxies={}\n", + "\n", + "# set the general failure flag for a flux when it cannot be aperture-corrected?\n", + "config.applyApCorr.doFlagApCorrFailures=True\n", + "\n", + "# coadd name: typically one of deep or goodSeeing\n", + "config.coaddName='deep'\n", + "grep: write error\n", + "cat: write error: Broken pipe\n" + ] + } + ], + "source": [ + "! cat /datasets/hsc/repo/rerun/DM-10404/UDEEP/config/forcedPhotCcd.py | grep -v import | head -15" + ] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "from lsst.daf.persistence import Butler\n", + "The next level to dig into here is the tract folders within one of the repos in this rerun. For example:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "forcedPhotCcd_metadata\n", + "FORCEDSRC-0000318-000.fits\n", + "FORCEDSRC-0000318-001.fits\n", + "FORCEDSRC-0000318-002.fits\n", + "FORCEDSRC-0000318-003.fits\n", + "FORCEDSRC-0000318-004.fits\n", + "FORCEDSRC-0000318-005.fits\n", + "FORCEDSRC-0000318-006.fits\n", + "FORCEDSRC-0000318-007.fits\n", + "FORCEDSRC-0000318-008.fits\n" + ] + } + ], + "source": [ + "! ls /datasets/hsc/repo/rerun/DM-10404/UDEEP/00814/HSC-Y/tract9570 | head -10" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Those FITS files contain the forced source tables." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Instantiating the Butler and looking for Dataset Types\n", "\n", - "butler = Butler(repo)\n", + "Now that we have an idea of the structure of the repo itself, let's use the Butler to explore the data within the repo. Here we will demonstrate a few useful `Butler` methods for learning about the data in a repo. Let's choose one of the rerun repos, and investigate its properties. We'll summon two butlers, one that is pointed at the parent repo, and another (an \"under butler\") that is asked to focus on a particular sub-survey in a particular re-run." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/datasets/hsc/repo/rerun/DM-10404/UDEEP\n" + ] + } + ], + "source": [ + "parent_repo = '/datasets/hsc/repo'\n", + "\n", + "# Choose a re-run repo:\n", + "rerun_id = 'DM-10404'\n", + "depth = 'UDEEP'\n", + "# Try a different one:\n", + "# rerun = 'DM-13666'\n", + "# depth = 'WIDE'\n", "\n", - "# We defined 'repo' earlier, but here it is:\n", - "print(repo)" + "repo = parent_repo + '/rerun/' + rerun_id + '/' + depth\n", + "print(repo)\n", + "\n", + "from lsst.daf.persistence import Butler\n", + "\n", + "butler = Butler(parent_repo)\n", + "under_butler = Butler(repo)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `butler` purports to be able to check whether a dataset actually exists or not, but it needs a specific dataset ID to check whether that specific dataset exists. Here's what you get when you pass in a null dataset ID:" + "The `butler` purports to be able to check whether a datatype (like the source catalogs) actually exists or not, but it needs a specific dataset ID to check whether that specific part of the dataset exists. Here's what you get when you pass in a null dataset ID:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "butler.datasetExists('calexp', dataId={})" + "butler.datasetExists('src', dataId={})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Instead, one can try querying the metadata and checking for an error. Note that this way of checking for dataset existence is a little faster too." + "Instead, one can try querying the repo metadata and checking for an error. Note that this way of checking for dataset existence is a little faster too.\n", + "\n", + "Note that the metadata being queried here is in the `registry.sqlite3` database in the _parent_ repo - and so refers to the _initial_ processing run, not the most recent rerun. We'll need to work carefully around this below." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "src dataset exists.\n" + ] + } + ], "source": [ - "datasettype = 'calexp'\n", + "datasettype = 'src'\n", "\n", "try:\n", " datasetkeys = butler.getKeys(datasettype)\n", @@ -288,34 +617,39 @@ " print(\"{} dataset doesn't exist.\".format(datasettype))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So, even though its not at all obvious from the file system where the source catalog FITS files are, the `butler` knows where they are based on the metadata in the registry." + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Obtaining Basic Dataset Properties Using the Butler\n", - "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables. The contents of these tables are derived from the processing of individual sensors." + "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables. The contents of these tables are derived from the processing of individual sensors, and exist in the parent folder. (That means that we can use either of our two butlers to query for them.)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ - "# This would be faster if only one query were issued\n", + "# This would be faster if only one query were issued...\n", "visits = butler.queryMetadata('calexp', ['visit'])\n", "pointings = butler.queryMetadata('calexp', ['pointing'])\n", "ccds = butler.queryMetadata('calexp', ['ccd'])\n", "fields = butler.queryMetadata('calexp', ['field'])\n", "filters = butler.queryMetadata('calexp', ['filter'])\n", - "\n", - "# Collect number of objects from Source Catalog\n", "sources = butler.queryMetadata('src', ['id'])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -332,60 +666,88 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "One may also be interested in the total sky area imaged for a particular coadd rerun/depth. We can estimate and visualize this from the coadd tract info. To collect all the tracts, we have to get them via the file strucutre. This operation will hopefully be `Butler`-ized with the Gen3 Butler." + "As a check, let's compare what our two butlers find when asked for the number of sources:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The butler says that we have 1154258 sources.\n", + "The under butler says we have 1154258 sources.\n" + ] + } + ], "source": [ - "#Set the loaction of the tracts\n", - "rerun = 'DM-13666'\n", - "depth = 'WIDE'\n", - "# Try a different one:\n", - "# rerun = 'DM-10404'\n", - "# depth = 'DEEP'\n", + "alt_num_sources = len(under_butler.queryMetadata('src', ['id']))\n", "\n", - "tract_location = repo + '/rerun/' + rerun + '/' + depth\n", - "\n", - "# Collect tracts from files\n", - "tracts = sorted([int(os.path.basename(x)) for x in\n", - " glob.glob(os.path.join(tract_location, 'deepCoadd-results', 'merged', '*'))])\n", - "num_tracts = len(tracts)\n", - "\n", - "print(\"Found {} tracts in the directory {}\".format(num_tracts, tract_location))" + "print(\"The butler says that we have {:d} sources.\".format(num_sources)) \n", + "print(\"The under butler says we have {:d} sources.\".format(alt_num_sources))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A quick way of extimating the sky area covered is to sum the areas of the inner boxes of all the tracts. For more information on the properties of tracts, you can look at the [Documentation](http://doxygen.lsst.codes/stack/doxygen/x_masterDoxyDoc/classlsst_1_1skymap_1_1tract_info_1_1_tract_info.html)." + "So, we could have done our query with the `under_butler` as well. In practice, it's best to specify a Butler for the rerun repo, because that Butler will also have access to the parent repo.\n", + "\n", + "One may also be interested in the total sky area imaged for a particular coadd rerun/depth. We can estimate and visualize this from the coadd tract info that neither our `under_butler` nor our `butler` has access to. To collect all the tracts, we have to get them via the file structure. This operation will hopefully be `Butler`-ized with the Gen3 Butler." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 11 tracts in repo /datasets/hsc/repo/rerun/DM-10404/UDEEP\n" + ] + } + ], + "source": [ + "# Collect tract indices from file names\n", + "tracts = sorted([int(os.path.basename(x)) for x in\n", + " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", + "num_tracts = len(tracts)\n", + "\n", + "print(\"Found {} tracts in repo {}\".format(num_tracts, repo))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "As a quick note, the file structure only tells us the names of the tracts in the particular rerun/depth to look at. The actual `TractInfo` objects are obtained by selecting the tracts we want from the `deepCoadd_skyMap` dataset. Therefore, we will have to ask the `Butler` to bring us this dataset for the particular rerun/depth. Since we already made a Butler for the repo as a whole, let's make a `skymap_butler` to bring us the skymap correspoinding to the `tract_location` we just specified." + "A quick way of extimating the sky area covered is to sum the areas of the inner boxes of all the tracts. For more information on the properties of tracts, you can look at the [Documentation](http://doxygen.lsst.codes/stack/doxygen/x_masterDoxyDoc/classlsst_1_1skymap_1_1tract_info_1_1_tract_info.html)." ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "under_butler = Butler(tract_location)" + "As a quick note, the file structure only tells us the names of the tracts in the particular rerun/depth to look at. The actual `TractInfo` objects are obtained by selecting the tracts we want from the `deepCoadd_skyMap` dataset in our particular rerun repo. Therefore, we will have to ask the `under_butler` to bring us this dataset for the particular rerun/depth. " ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total area imaged (sq deg): 31.04\n" + ] + } + ], "source": [ "# Calculate area from all tracts\n", "skyMap = under_butler.get('deepCoadd_skyMap')\n", @@ -408,63 +770,38 @@ " #combine areas\n", " total_area += area\n", " \n", - "print(\"Total area imaged (sq deg): \",total_area)\n", "\n", - "#round total area for table purposes\n", - "rounded_total_area = round(total_area, 2)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's also pull out, for this rerun, the same basic information that we did for the whole repo, and compare:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "rerun_visits = under_butler.queryMetadata('calexp', ['visit'])\n", - "rerun_pointings = under_butler.queryMetadata('calexp', ['pointing'])\n", - "rerun_ccds = under_butler.queryMetadata('calexp', ['ccd'])\n", - "rerun_fields = under_butler.queryMetadata('calexp', ['field'])\n", - "rerun_filters = under_butler.queryMetadata('calexp', ['filter'])\n", - "\n", - "rerun_sources = under_butler.queryMetadata('src', ['id'])\n", - "\n", - "rerun_num_visits = len(rerun_visits)\n", - "rerun_num_pointings = len(rerun_pointings)\n", - "rerun_num_ccds = len(rerun_ccds)\n", - "rerun_num_fields = len(rerun_fields)\n", - "rerun_num_filters = len(rerun_filters)\n", + "# Round off the total area for presentation purposes\n", + "rounded_total_area = round(total_area, 2)\n", "\n", - "rerun_num_sources = len(rerun_sources)" + "print(\"Total area imaged (sq deg): \",rounded_total_area)" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(\"The HSC repo contains {} visits, the {}/{} rerun contains {} visits.\".format(num_visits,rerun,depth,rerun_num_visits))\n", - "print(\"The HSC repo contains {} pointings, the {}/{} rerun contains {} pointings.\".format(num_pointings,rerun,depth,rerun_num_pointings))\n", - "print(\"The HSC repo contains {} ccds, the {}/{} rerun contains {} ccds.\".format(num_ccds,rerun,depth,rerun_num_ccds))\n", - "print(\"The HSC repo contains {} fields, the {}/{} rerun contains {} fields.\".format(num_fields,rerun,depth,rerun_num_fields))\n", - "print(\"The HSC repo contains {} filters, the {}/{} rerun contains {} filters.\".format(num_filters,rerun,depth,rerun_num_filters))\n", - "print(\"The HSC repo contains {} sources, the {}/{} rerun contains {} sources.\".format(num_sources,rerun,depth,rerun_num_sources))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This makes sense, given what we saw in the `repositoryCfg.yaml` file in the DM-13666/WIDE subfolder. What is less clear is why it is like this - one would think that each rerun would lead to a slightly different number of sources, at least - and when the main `butler` queries for sources, where is it getting the information from? Did we just get lucky somehow, choosing DM-13666/WIDE? \n", - "\n", - "When I choose a different rerun and depth, I get the exact same numbers, except for the sky area: DM-10404/DEEP only covers 103.8 sq deg. So this number of sources is confusing: where is it coming from? Why does the metadata queried by a butler attached to DM-10404/DEEP give the same number of sources as that from DM-13666/WIDE?" + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The HSC DM-10404/UDEEP rerun contains 10333 visits.\n", + "The HSC DM-10404/UDEEP rerun contains 133 pointings.\n", + "The HSC DM-10404/UDEEP rerun contains 112 ccds.\n", + "The HSC DM-10404/UDEEP rerun contains 60 fields.\n", + "The HSC DM-10404/UDEEP rerun contains 13 filters.\n", + "The HSC DM-10404/UDEEP rerun contains 1154258 sources.\n" + ] + } + ], + "source": [ + "print(\"The HSC {}/{} rerun contains {} visits.\".format(rerun_id,depth,num_visits))\n", + "print(\"The HSC {}/{} rerun contains {} pointings.\".format(rerun_id,depth,num_pointings))\n", + "print(\"The HSC {}/{} rerun contains {} ccds.\".format(rerun_id,depth,num_ccds))\n", + "print(\"The HSC {}/{} rerun contains {} fields.\".format(rerun_id,depth,num_fields))\n", + "print(\"The HSC {}/{} rerun contains {} filters.\".format(rerun_id,depth,num_filters))\n", + "print(\"The HSC {}/{} rerun contains {} sources.\".format(rerun_id,depth,num_sources))" ] }, { @@ -478,14 +815,86 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now let's print out a report of all the characteristcs we have found. We'll use the sky area from the DM-13666/WIDE rerun and the numbers common to all reruns." + "Now let's print out a report of all the characteristcs we have found. We'll use the sky area from the rerun we chose, and the numbers common to all reruns." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "### /datasets/hsc/repo/rerun/DM-10404/UDEEP" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "| Metadata Characteristic | Value | \n", + " | ---: | ---: | \n", + " | Number of Visits | 10333 | \n", + "| Number of Pointings | 133 | \n", + "| Number of CCDs | 112 | \n", + "| Number of Fields | 60 | \n", + "| Number of Filters | 13 | \n", + "| Number of Sources | 1154258 | \n", + "| Number of Tracts | 11 | \n", + "| Total Sky Area (deg$^2$) | 31.04 | \n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "Fields: (60 total)" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['DOMEFLAT', 'DEN_E', 'BIAS', 'DEN_C', '10NP2P31', 'HEL30_I', 'MOON_LIGHT', 'COSMOS', 'DARK', 'HEL10_B', 'GD153', 'OBJECT', '11NM5P21', 'DEN_A', 'HIP67394', 'DITH_16H', 'ABELL2163', 'SKYFLAT', 'M31_N', 'M31_S', 'HIP67879', 'M31', 'NAMERICA', 'STRIPE82L', 'DITH_14H', 'CFHTLS_W1', 'DTH_A', 'FOCUS', 'SP01', 'DEEPE09', 'DITH_D', 'FOCUSING', 'DEEPE08', 'TEST', 'DEEPE02', 'DEEPE03', 'DEEPE06', 'DEEPE07', 'DEEPE01', 'COMET2014F3', 'DEEPE05', 'DEEPE10', 'DEEPE04', 'R10', 'SR01', 'SDSS_CAL', 'SSP_WIDE', 'SSP_UDEEP_SXDS', 'SSP_UDEEP_COSMOS', 'ON_AXIS_DOMEFLAT_90DEG', 'SSP_DEEP_DEEP2_3', 'ON_AXIS_DOMEFLAT_0DEG', 'SSP_AEGIS', 'SSP_DEEP_COSMOS', 'SSP_DEEP_ELAIS_N1', 'SSP_DEEP_XMM_LSS', 'SSP_DEEP_XMMS_LSS', 'ON_AXIS_DOMEFLAT', 'ON_AXIS_DOMEFLAT_72DEG', 'SXDS4HSCI2']\n" + ] + }, + { + "data": { + "text/markdown": [ + "Filters: (13 total)" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['HSC-Z', 'HSC-G', 'ENG-R1', '109', 'HSC-I', 'NB0921', 'HSC-R', 'SH', 'HSC-Y', 'NB0816', 'NB0656', 'HSC-I2', 'NB0515']\n" + ] + } + ], "source": [ "dataset_name = 'HSC'\n", "display(Markdown('### %s' % repo))\n", @@ -524,9 +933,22 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.figure()\n", "\n", From fb3354c9c6989aa04b1dcb63fabfdcf2b5a970ef Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 24 May 2019 19:33:06 +0000 Subject: [PATCH 53/59] Set up for investigation of coadd sources --- Basics/Exploring_A_Data_Repo.ipynb | 540 ++++++++--------------------- 1 file changed, 143 insertions(+), 397 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 177a7a73..cb685ccc 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -52,7 +52,7 @@ "source": [ "## What is a Data Repo?\n", "\n", - "Data repositories contain either a `_mapper` file or a `repositoryCfg.yaml` file, to record which \"obs package\" was used to organize the data. These files give a repository more strucutre and organization than an ordinary data directory. Let's take a look at this file structure in the HSC data repo." + "A data repo is a directory containing raw images, calibration files, metadata and configuration information, defining an LSST-format dataset. Data repositories contain either a `_mapper` file or a `repositoryCfg.yaml` file, which record the \"obs package\" that was used to organize the data. The obs package gives the repository more structure and organization than an ordinary data directory. Let's take a look at this file structure in the HSC data repo." ] }, { @@ -64,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -80,30 +80,9 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10NP2P31 DEEPE04\t DTH_A\t OBJECT\t\t SSP_DEEP_COSMOS\n", - "11NM5P21 DEEPE05\t FOCUS\t ON_AXIS_DOMEFLAT\t SSP_DEEP_DEEP2_3\n", - "ABELL2163 DEEPE06\t FOCUSING ON_AXIS_DOMEFLAT_0DEG SSP_DEEP_ELAIS_N1\n", - "algorithmData DEEPE07\t GD153\t ON_AXIS_DOMEFLAT_72DEG SSP_DEEP_XMM_LSS\n", - "BIAS\t DEEPE08\t HEL10_B ON_AXIS_DOMEFLAT_90DEG SSP_DEEP_XMMS_LSS\n", - "CALIB\t DEEPE09\t HEL30_I R10\t\t SSP_UDEEP_COSMOS\n", - "CFHTLS_W1 DEEPE10\t HIP67394 ref_cats\t\t SSP_UDEEP_SXDS\n", - "COMET2014F3 DEN_A\t HIP67879 registry.sqlite3\t SSP_WIDE\n", - "COSMOS\t DEN_C\t M31\t rerun\t\t STRIPE82L\n", - "DARK\t DEN_E\t M31_N\t SDSS_CAL\t\t SXDS4HSCI2\n", - "deepCoadd DITH_14H M31_S\t SKYFLAT\t\t TEST\n", - "DEEPE01 DITH_16H _mapper SP01\t\t transmission\n", - "DEEPE02 DITH_D\t MOON_LIGHT SR01\n", - "DEEPE03 DOMEFLAT NAMERICA SSP_AEGIS\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/" ] @@ -117,17 +96,9 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lsst.obs.hsc.HscMapper\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! cat /datasets/hsc/repo/_mapper\n", "\n", @@ -144,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -160,17 +131,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['bfKernel', 'bias', 'bias_camera', 'brightObjectMask', 'brighterFatterGain', 'brighterFatterKernel', 'calexp', 'calexpBackground', 'calexpThumb', 'calexp_bbox', 'calexp_calib', 'calexp_camera', 'calexp_detector', 'calexp_filter', 'calexp_visitInfo', 'calexp_wcs', 'calibrated_exp', 'calibrated_exp_bbox', 'calibrated_exp_calib', 'calibrated_exp_detector', 'calibrated_exp_filter', 'calibrated_exp_visitInfo', 'calibrated_exp_wcs', 'calibrated_src', 'camera', 'ccdExposureId', 'ccdExposureId_bits', 'coaddTempExp', 'coaddTempExp_bbox', 'coaddTempExp_calib', 'coaddTempExp_detector', 'coaddTempExp_filter', 'coaddTempExp_visitInfo', 'coaddTempExp_wcs', 'dark', 'dark_camera', 'dcor', 'dcor_bbox', 'dcor_calib', 'dcor_detector', 'dcor_filter', 'dcor_visitInfo', 'dcor_wcs', 'dcrCoadd', 'dcrCoaddId', 'dcrCoaddId_bits', 'dcrCoadd_bbox', 'dcrCoadd_calexp', 'dcrCoadd_calexp_background', 'dcrCoadd_calexp_bbox', 'dcrCoadd_calexp_calib', 'dcrCoadd_calexp_detector', 'dcrCoadd_calexp_filter', 'dcrCoadd_calexp_visitInfo', 'dcrCoadd_calexp_wcs', 'dcrCoadd_calib', 'dcrCoadd_deblendedFlux', 'dcrCoadd_deblendedModel', 'dcrCoadd_det', 'dcrCoadd_detector', 'dcrCoadd_directWarp', 'dcrCoadd_directWarp_bbox', 'dcrCoadd_directWarp_calib', 'dcrCoadd_directWarp_detector', 'dcrCoadd_directWarp_filter', 'dcrCoadd_directWarp_visitInfo', 'dcrCoadd_directWarp_wcs', 'dcrCoadd_filter', 'dcrCoadd_forced_src', 'dcrCoadd_meas', 'dcrCoadd_measMatch', 'dcrCoadd_measMatchFull', 'dcrCoadd_mergeDet', 'dcrCoadd_nImage', 'dcrCoadd_nImage_bbox', 'dcrCoadd_nImage_calib', 'dcrCoadd_nImage_detector', 'dcrCoadd_nImage_filter', 'dcrCoadd_nImage_visitInfo', 'dcrCoadd_nImage_wcs', 'dcrCoadd_ref', 'dcrCoadd_skyMap', 'dcrCoadd_visitInfo', 'dcrCoadd_wcs', 'dcrDiff_diaSrc', 'dcrDiff_differenceExp', 'dcrDiff_differenceExp_bbox', 'dcrDiff_differenceExp_calib', 'dcrDiff_differenceExp_detector', 'dcrDiff_differenceExp_filter', 'dcrDiff_differenceExp_visitInfo', 'dcrDiff_differenceExp_wcs', 'dcrDiff_kernelSrc', 'dcrDiff_matchedExp', 'dcrDiff_matchedExp_bbox', 'dcrDiff_matchedExp_calib', 'dcrDiff_matchedExp_detector', 'dcrDiff_matchedExp_filter', 'dcrDiff_matchedExp_visitInfo', 'dcrDiff_matchedExp_wcs', 'dcrMergedCoaddId', 'dcrMergedCoaddId_bits', 'deepCoadd', 'deepCoaddId', 'deepCoaddId_bits', 'deepCoaddPsfMatched', 'deepCoaddPsfMatched_bbox', 'deepCoaddPsfMatched_calib', 'deepCoaddPsfMatched_detector', 'deepCoaddPsfMatched_filter', 'deepCoaddPsfMatched_visitInfo', 'deepCoaddPsfMatched_wcs', 'deepCoadd_bbox', 'deepCoadd_calexp', 'deepCoadd_calexp_background', 'deepCoadd_calexp_bbox', 'deepCoadd_calexp_calib', 'deepCoadd_calexp_detector', 'deepCoadd_calexp_filter', 'deepCoadd_calexp_hsc', 'deepCoadd_calexp_visitInfo', 'deepCoadd_calexp_wcs', 'deepCoadd_calib', 'deepCoadd_deblendedFlux', 'deepCoadd_deblendedModel', 'deepCoadd_det', 'deepCoadd_detector', 'deepCoadd_diff', 'deepCoadd_diff_bbox', 'deepCoadd_diff_calib', 'deepCoadd_diff_detector', 'deepCoadd_diff_filter', 'deepCoadd_diff_visitInfo', 'deepCoadd_diff_wcs', 'deepCoadd_diffsrc', 'deepCoadd_directWarp', 'deepCoadd_directWarp_bbox', 'deepCoadd_directWarp_calib', 'deepCoadd_directWarp_detector', 'deepCoadd_directWarp_filter', 'deepCoadd_directWarp_visitInfo', 'deepCoadd_directWarp_wcs', 'deepCoadd_filter', 'deepCoadd_forced_src', 'deepCoadd_meas', 'deepCoadd_measMatch', 'deepCoadd_measMatchFull', 'deepCoadd_mergeDet', 'deepCoadd_nImage', 'deepCoadd_nImage_bbox', 'deepCoadd_nImage_calib', 'deepCoadd_nImage_detector', 'deepCoadd_nImage_filter', 'deepCoadd_nImage_visitInfo', 'deepCoadd_nImage_wcs', 'deepCoadd_obj', 'deepCoadd_psfMatchedWarp', 'deepCoadd_psfMatchedWarp_bbox', 'deepCoadd_psfMatchedWarp_calib', 'deepCoadd_psfMatchedWarp_detector', 'deepCoadd_psfMatchedWarp_filter', 'deepCoadd_psfMatchedWarp_visitInfo', 'deepCoadd_psfMatchedWarp_wcs', 'deepCoadd_qa', 'deepCoadd_qa_tract', 'deepCoadd_ref', 'deepCoadd_sg', 'deepCoadd_sg_features', 'deepCoadd_sg_features_tract', 'deepCoadd_skyMap', 'deepCoadd_tempExp_diff', 'deepCoadd_tempExp_diff_bbox', 'deepCoadd_tempExp_diff_calib', 'deepCoadd_tempExp_diff_detector', 'deepCoadd_tempExp_diff_filter', 'deepCoadd_tempExp_diff_visitInfo', 'deepCoadd_tempExp_diff_wcs', 'deepCoadd_tempExp_diffsrc', 'deepCoadd_visitInfo', 'deepCoadd_wcs', 'deepDiff_diaSrc', 'deepDiff_differenceExp', 'deepDiff_differenceExp_bbox', 'deepDiff_differenceExp_calib', 'deepDiff_differenceExp_detector', 'deepDiff_differenceExp_filter', 'deepDiff_differenceExp_visitInfo', 'deepDiff_differenceExp_wcs', 'deepDiff_kernelSrc', 'deepDiff_matchedExp', 'deepDiff_matchedExp_bbox', 'deepDiff_matchedExp_calib', 'deepDiff_matchedExp_detector', 'deepDiff_matchedExp_filter', 'deepDiff_matchedExp_visitInfo', 'deepDiff_matchedExp_wcs', 'deepMergedCoaddId', 'deepMergedCoaddId_bits', 'defects', 'detj', 'detj_bbox', 'detj_calib', 'detj_detector', 'detj_filter', 'detj_visitInfo', 'detj_wcs', 'donutSrc', 'expIdInfo', 'expMetadata', 'expMetadata_bbox', 'expMetadata_calib', 'expMetadata_detector', 'expMetadata_filter', 'expMetadata_visitInfo', 'expMetadata_wcs', 'fcr', 'fcr_bbox', 'fcr_calib', 'fcr_detector', 'fcr_filter', 'fcr_hsc', 'fcr_hsc_bbox', 'fcr_hsc_calib', 'fcr_hsc_detector', 'fcr_hsc_filter', 'fcr_hsc_visitInfo', 'fcr_hsc_wcs', 'fcr_visitInfo', 'fcr_wcs', 'fgcmAtmosphereParameters', 'fgcmFitParameters', 'fgcmFlaggedStars', 'fgcmLookUpTable', 'fgcmStandardStars', 'fgcmStarIds', 'fgcmStarIndices', 'fgcmStarObservations', 'fgcmVisitCatalog', 'fgcmZeropoints', 'fgcm_photoCalib', 'fitsEllPaGrid', 'fitsEllipticityGrid', 'fitsFwhmGrid', 'fitsPsfModelGrid', 'fitsPsfSrcGrid', 'flat', 'flat_camera', 'flattenedImage', 'flattenedImage_bbox', 'flattenedImage_calib', 'flattenedImage_detector', 'flattenedImage_filter', 'flattenedImage_visitInfo', 'flattenedImage_wcs', 'flattenedThumb', 'focusPlot', 'focusSweepPlot', 'forced_src', 'fringe', 'fringe_camera', 'icExp', 'icExpBackground', 'icExp_bbox', 'icExp_calib', 'icExp_detector', 'icExp_filter', 'icExp_visitInfo', 'icExp_wcs', 'icMatch', 'icSrc', 'jointcal_photoCalib', 'jointcal_wcs', 'linearizer', 'log', 'logDir', 'mosaicCalib', 'mosaicCalib_bbox', 'mosaicCalib_calib', 'mosaicCalib_detector', 'mosaicCalib_filter', 'mosaicCalib_visitInfo', 'mosaicCalib_wcs', 'objectTable', 'objectTable_tract', 'ossImage', 'ossImage_bbox', 'ossImage_calib', 'ossImage_detector', 'ossImage_filter', 'ossImage_visitInfo', 'ossImage_wcs', 'ossThumb', 'packages', 'photoCalib', 'plotBrighterFatterPtc', 'plotCoadd', 'plotColor', 'plotCompareCoadd', 'plotCompareVisit', 'plotEllipseGrid', 'plotEllipseMap', 'plotEllipticityGrid', 'plotEllipticityMap', 'plotFwhmGrid', 'plotMagHist', 'plotPsfModelGrid', 'plotPsfSrcGrid', 'plotSeeingMap', 'plotSeeingRobust', 'plotSeeingRough', 'plotSky', 'plotVisit', 'postISRCCD', 'postISRCCD_bbox', 'postISRCCD_calib', 'postISRCCD_detector', 'postISRCCD_filter', 'postISRCCD_visitInfo', 'postISRCCD_wcs', 'psf', 'qaTableCoadd', 'qaTableColor', 'qaTableVisit', 'raw', 'raw_bbox', 'raw_calib', 'raw_detector', 'raw_filter', 'raw_visitInfo', 'raw_wcs', 'ref_cat', 'revexp', 'revexp_bbox', 'revexp_calib', 'revexp_detector', 'revexp_filter', 'revexp_visitInfo', 'revexp_wcs', 'sky', 'skyCorr', 'sky_camera', 'skypolicy', 'src', 'srcMatch', 'srcMatchFull', 'starGalaxy_classifier', 'starGalaxy_morphOnlyClassifier', 'tableSeeingGrid', 'tableSeeingMap', 'transformed_src', 'transmission_atmosphere', 'transmission_atmosphere_fgcm', 'transmission_filter', 'transmission_optics', 'transmission_sensor', 'verify_job', 'warppsf', 'wcs', 'wcs_bbox', 'wcs_calib', 'wcs_detector', 'wcs_filter', 'wcs_hsc', 'wcs_hsc_bbox', 'wcs_hsc_calib', 'wcs_hsc_detector', 'wcs_hsc_filter', 'wcs_hsc_visitInfo', 'wcs_hsc_wcs', 'wcs_visitInfo', 'wcs_wcs', 'yBackground']\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "mapper = HscMapper(root=repo)\n", "all_dataset_types = mapper.getDatasetTypes()\n", @@ -214,26 +177,9 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-000.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-001.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-002.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-003.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-004.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-005.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-006.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-007.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-008.fits\n", - "/datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-009.fits\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! \\ls /datasets/hsc/repo/COSMOS/2015-01-18/01113/HSC-Y/HSC-0018476-00?.fits" ] @@ -249,17 +195,9 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DM-10404 DM-13666 private RC\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/rerun" ] @@ -273,17 +211,9 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DEEP logs SFM UDEEP\tWIDE\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/rerun/DM-10404" ] @@ -297,21 +227,9 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "00814 01004 01062 01172 01315 01327 01414\t\t repositoryCfg.yaml\n", - "00817 01052 01111 01174 01316 01378 config\t schema\n", - "00823 01055 01116 01179 01317 01382 deepCoadd\n", - "00991 01057 01122 01232 01318 01405 deepCoadd-results\n", - "00995 01059 01170 01236 01320 01407 jointcal-results\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/rerun/DM-10404/UDEEP" ] @@ -325,22 +243,9 @@ }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "!RepositoryCfg_v1\n", - "_mapper: !!python/name:lsst.obs.hsc.hscMapper.HscMapper ''\n", - "_mapperArgs: null\n", - "_parents: [../SFM]\n", - "_policy: null\n", - "_root: null\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! cat /datasets/hsc/repo/rerun/DM-10404/WIDE/repositoryCfg.yaml" ] @@ -354,23 +259,9 @@ }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "00814 01052 01116 01183 01241 01297 01320 01407\t metadata\n", - "00817 01055 01122 01228 01288 01298 01327 01409\t repositoryCfg.yaml\n", - "00823 01057 01170 01230 01289 01299 01374 01411\t schema\n", - "00991 01058 01172 01232 01290 01315 01378 01413\n", - "00995 01059 01174 01234 01291 01316 01382 01414\n", - "01001 01062 01176 01236 01292 01317 01388 config\n", - "01004 01111 01179 01238 01296 01318 01405 deepCoadd\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/rerun/DM-10404/SFM" ] @@ -384,22 +275,9 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "!RepositoryCfg_v1\n", - "_mapper: !!python/name:lsst.obs.hsc.hscMapper.HscMapper ''\n", - "_mapperArgs: null\n", - "_parents: [../../..]\n", - "_policy: null\n", - "_root: null\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! cat /datasets/hsc/repo/rerun/DM-10404/SFM/repositoryCfg.yaml" ] @@ -413,18 +291,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - ". coaddDriver.py mosaic.py\t\t packages.pickle\n", - ".. forcedPhotCcd.py multiBandDriver.py\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls -a /datasets/hsc/repo/rerun/DM-10404/UDEEP/config" ] @@ -437,40 +306,16 @@ "\n", "Notice that `ProcessCcd.py` is not in this list: re-runs can pick up the processing at any point, and just repeat a subset of the tasks. This is why the `parent` has to be recorded: in this case, information about the outputs of `ProcessCcd.py` should be available in the `parent` folder. \n", "\n", - "> **PROBLEM: in the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. But where are these source tables? **\n", + "> **PROBLEM: in the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. And where are the source tables?** Do some detective work of your own and see if you can find them.\n", "\n", "Here's what a config file looks like (ignoring the many import statements and just looking at a few example lines):" ] }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "assert type(config)==lsst.meas.base.forcedPhotCcd.ForcedPhotCcdConfig, 'config is of type %s.%s instead of lsst.meas.base.forcedPhotCcd.ForcedPhotCcdConfig' % (type(config).__module__, type(config).__name__)\n", - "# Run subtask to apply aperture corrections\n", - "config.doApCorr=True\n", - "\n", - "# flux measurement algorithms in getApCorrNameSet() to ignore; if a name is listed that does not appear in getApCorrNameSet() then a warning is logged\n", - "config.applyApCorr.ignoreList=[]\n", - "\n", - "# flux measurement algorithms to be aperture-corrected by reference to another algorithm; this is a mapping alg1:alg2, where 'alg1' is the algorithm being corrected, and 'alg2' is the algorithm supplying the corrections\n", - "config.applyApCorr.proxies={}\n", - "\n", - "# set the general failure flag for a flux when it cannot be aperture-corrected?\n", - "config.applyApCorr.doFlagApCorrFailures=True\n", - "\n", - "# coadd name: typically one of deep or goodSeeing\n", - "config.coaddName='deep'\n", - "grep: write error\n", - "cat: write error: Broken pipe\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! cat /datasets/hsc/repo/rerun/DM-10404/UDEEP/config/forcedPhotCcd.py | grep -v import | head -15" ] @@ -484,26 +329,9 @@ }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "forcedPhotCcd_metadata\n", - "FORCEDSRC-0000318-000.fits\n", - "FORCEDSRC-0000318-001.fits\n", - "FORCEDSRC-0000318-002.fits\n", - "FORCEDSRC-0000318-003.fits\n", - "FORCEDSRC-0000318-004.fits\n", - "FORCEDSRC-0000318-005.fits\n", - "FORCEDSRC-0000318-006.fits\n", - "FORCEDSRC-0000318-007.fits\n", - "FORCEDSRC-0000318-008.fits\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "! ls /datasets/hsc/repo/rerun/DM-10404/UDEEP/00814/HSC-Y/tract9570 | head -10" ] @@ -526,17 +354,9 @@ }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/datasets/hsc/repo/rerun/DM-10404/UDEEP\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "parent_repo = '/datasets/hsc/repo'\n", "\n", @@ -565,20 +385,9 @@ }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "butler.datasetExists('src', dataId={})" ] @@ -594,17 +403,9 @@ }, { "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "src dataset exists.\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "datasettype = 'src'\n", "\n", @@ -634,7 +435,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -649,7 +450,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -671,18 +472,9 @@ }, { "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The butler says that we have 1154258 sources.\n", - "The under butler says we have 1154258 sources.\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "alt_num_sources = len(under_butler.queryMetadata('src', ['id']))\n", "\n", @@ -701,17 +493,9 @@ }, { "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Found 11 tracts in repo /datasets/hsc/repo/rerun/DM-10404/UDEEP\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Collect tract indices from file names\n", "tracts = sorted([int(os.path.basename(x)) for x in\n", @@ -737,17 +521,9 @@ }, { "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total area imaged (sq deg): 31.04\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Calculate area from all tracts\n", "skyMap = under_butler.get('deepCoadd_skyMap')\n", @@ -777,31 +553,67 @@ "print(\"Total area imaged (sq deg): \",rounded_total_area)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since we know we have `deepCoadd` images, we might expect to have the sources detected in those images as well. These are the precursors of `Objects`: the datatype we are most interested in is the `deepCoadd_meas`. If forced photometry has been run on these sources, there should be `deepCoadd_forced_src` catalogs present. The `config` tells us which tasks have been run in the rerun, but metadata describing the results of the run is not propagated back into the registry database in the parent folder. So, we need to do the same thing as for the sky area: loop over the tracts and count the number of `CoaddSources` and `ForcedSources` present." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datasettype = 'deepCoadd_meas'\n", + "# datasettype = 'deepCoadd_forced_src'\n", + "\n", + "try:\n", + " # datasetkeys = butler.getKeys(datasettype)\n", + " # onekey = list(datasetkeys.keys())[0]\n", + " # metadata = butler.queryMetadata(datasettype, [onekey])\n", + " \n", + " # Insert code to detect the presence of deepCoadd_meas and deepCoadd_forced_src\n", + " \n", + " print(\"{} dataset exists.\".format(datasettype))\n", + "except:\n", + " print(\"{} dataset doesn't exist.\".format(datasettype))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also count up these objects, by looping over the tracts..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Insert code for counting 'deepCoadd_meas' and 'deepCoadd_forced_src' objects.\n", + "\n", + "# num_coadd_sources = \n", + "# num_forced_sources = " + ] + }, { "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The HSC DM-10404/UDEEP rerun contains 10333 visits.\n", - "The HSC DM-10404/UDEEP rerun contains 133 pointings.\n", - "The HSC DM-10404/UDEEP rerun contains 112 ccds.\n", - "The HSC DM-10404/UDEEP rerun contains 60 fields.\n", - "The HSC DM-10404/UDEEP rerun contains 13 filters.\n", - "The HSC DM-10404/UDEEP rerun contains 1154258 sources.\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "print(\"The HSC {}/{} rerun contains {} visits.\".format(rerun_id,depth,num_visits))\n", "print(\"The HSC {}/{} rerun contains {} pointings.\".format(rerun_id,depth,num_pointings))\n", "print(\"The HSC {}/{} rerun contains {} ccds.\".format(rerun_id,depth,num_ccds))\n", "print(\"The HSC {}/{} rerun contains {} fields.\".format(rerun_id,depth,num_fields))\n", "print(\"The HSC {}/{} rerun contains {} filters.\".format(rerun_id,depth,num_filters))\n", - "print(\"The HSC {}/{} rerun contains {} sources.\".format(rerun_id,depth,num_sources))" + "print(\"The HSC {}/{} rerun contains {} sources.\".format(rerun_id,depth,num_sources))\n", + "# print(\"The HSC {}/{} rerun contains {} coadd sources.\".format(rerun_id,depth,num_coadd_sources))\n", + "# print(\"The HSC {}/{} rerun contains {} forced sources.\".format(rerun_id,depth,num_forced_sources))" ] }, { @@ -820,81 +632,9 @@ }, { "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "### /datasets/hsc/repo/rerun/DM-10404/UDEEP" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "| Metadata Characteristic | Value | \n", - " | ---: | ---: | \n", - " | Number of Visits | 10333 | \n", - "| Number of Pointings | 133 | \n", - "| Number of CCDs | 112 | \n", - "| Number of Fields | 60 | \n", - "| Number of Filters | 13 | \n", - "| Number of Sources | 1154258 | \n", - "| Number of Tracts | 11 | \n", - "| Total Sky Area (deg$^2$) | 31.04 | \n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "Fields: (60 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['DOMEFLAT', 'DEN_E', 'BIAS', 'DEN_C', '10NP2P31', 'HEL30_I', 'MOON_LIGHT', 'COSMOS', 'DARK', 'HEL10_B', 'GD153', 'OBJECT', '11NM5P21', 'DEN_A', 'HIP67394', 'DITH_16H', 'ABELL2163', 'SKYFLAT', 'M31_N', 'M31_S', 'HIP67879', 'M31', 'NAMERICA', 'STRIPE82L', 'DITH_14H', 'CFHTLS_W1', 'DTH_A', 'FOCUS', 'SP01', 'DEEPE09', 'DITH_D', 'FOCUSING', 'DEEPE08', 'TEST', 'DEEPE02', 'DEEPE03', 'DEEPE06', 'DEEPE07', 'DEEPE01', 'COMET2014F3', 'DEEPE05', 'DEEPE10', 'DEEPE04', 'R10', 'SR01', 'SDSS_CAL', 'SSP_WIDE', 'SSP_UDEEP_SXDS', 'SSP_UDEEP_COSMOS', 'ON_AXIS_DOMEFLAT_90DEG', 'SSP_DEEP_DEEP2_3', 'ON_AXIS_DOMEFLAT_0DEG', 'SSP_AEGIS', 'SSP_DEEP_COSMOS', 'SSP_DEEP_ELAIS_N1', 'SSP_DEEP_XMM_LSS', 'SSP_DEEP_XMMS_LSS', 'ON_AXIS_DOMEFLAT', 'ON_AXIS_DOMEFLAT_72DEG', 'SXDS4HSCI2']\n" - ] - }, - { - "data": { - "text/markdown": [ - "Filters: (13 total)" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['HSC-Z', 'HSC-G', 'ENG-R1', '109', 'HSC-I', 'NB0921', 'HSC-R', 'SH', 'HSC-Y', 'NB0816', 'NB0656', 'HSC-I2', 'NB0515']\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "dataset_name = 'HSC'\n", "display(Markdown('### %s' % repo))\n", @@ -905,6 +645,7 @@ " num_tracts, rounded_total_area]\n", "data_names = (\"Number of Visits\", \"Number of Pointings\", \"Number of CCDs\", \"Number of Fields\", \n", " \"Number of Filters\", \"Number of Sources\", \"Number of Tracts\", \"Total Sky Area (deg$^2$)\")\n", + "# TODO: include coadd sources and forced sources\n", "\n", "output_table = \"| Metadata Characteristic | Value | \\n | ---: | ---: | \\n \"\n", "counter = 0\n", @@ -933,22 +674,9 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "plt.figure()\n", "\n", @@ -976,13 +704,31 @@ "We could imagine plotting the patches as well, to show which tracts were incomplete - but this gives us a rough idea of where our data is on the sky." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualizing Simple Measurements\n", + "\n", + "Typically, we'd like to know something about the sources that have been detected and measured, beyond a simple total number. A histogram of the number counts with magnitude would be good, for example. If we have `deepCoadd_meas` objects, we might like to see a color-magnitude diagram." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Write code to collate a catalog of objects and plot them." + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Summary\n", "\n", - "We have shown a few techniques for exploring a data repo. To make this process straightforward, we have implemented all these techniques into mehtods of a `Taster` class, which is now a part of the `stackclub` library. The `Taster` will give you a taste of what the `Butler` delivers. we demonstrate the use of this class in the [DataInventory.ipynb](https://github.com/LSSTScienceCollaborations/StackClub/blob/project/data_inventory/drphilmarshall/Basics/DataInventory.ipynb) notebook.\n" + "We have shown a few techniques for exploring a data repo. To make this process straightforward, we are implementing all these techniques into methods of a `Taster` class, which is now a part of the `stackclub` library. The `Taster` will give you a taste of what the `Butler` delivers. we demonstrate the use of this class in the [DataInventory.ipynb](https://github.com/LSSTScienceCollaborations/StackClub/blob/project/data_inventory/drphilmarshall/Basics/DataInventory.ipynb) notebook.\n" ] } ], From a78b932e595374d3e834dcd2a70db65633005c1f Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 24 May 2019 19:54:08 +0000 Subject: [PATCH 54/59] Propagated findings about parent repos etc into data inventory tutorial --- Basics/DataInventory.ipynb | 51 ++++++++++++++++++++++++-------------- 1 file changed, 33 insertions(+), 18 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 82e7a921..1b442119 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -10,8 +10,8 @@ "source": [ "# Exploring the Shared Datasets in the LSST Science Platform\n", "
Owner(s): **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10))\n", - "
Last Verified to Run: **2018-11-17**\n", - "
Verified Stack Release: **16.0**\n", + "
Last Verified to Run: **2019-05-24**\n", + "
Verified Stack Release: **17.0**\n", "\n", "In this notebook we'll take a look at some of the datasets available on the LSST Science Platform. \n", "\n", @@ -25,7 +25,7 @@ "3. Plot the patches and tracts in a given dataset on the sky.\n", "\n", "### Logistics\n", - "This notebook is intended to be runnable on `lsst-lspdev.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", + "This notebook is intended to be runnable on `lsst-lsp-stable.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", "\n", "## Set-up" ] @@ -84,6 +84,7 @@ "metadata": {}, "outputs": [], "source": [ + "import numpy as np\n", "%matplotlib inline\n", "\n", "import stackclub" @@ -132,7 +133,10 @@ "metadata": {}, "outputs": [], "source": [ - "shared_repos = ! ls -d /project/shared/data/*/_mapper /project/shared/data/*/repositoryCfg.yaml | grep -v README | cut -d'/' -f1-5 | sort | uniq\n", + "shared_repos_with_mappers = ! ls -d /project/shared/data/*/_mapper | grep -v README | cut -d'/' -f1-5 | sort | uniq\n", + "shared_repos_with_yaml_files = ! ls -d /project/shared/data/*/repositoryCfg.yaml | grep -v README | cut -d'/' -f1-5 | sort | uniq\n", + "shared_repos = np.unique(shared_repos_with_mappers + shared_repos_with_yaml_files)\n", + "\n", "shared_repos" ] }, @@ -142,11 +146,8 @@ "metadata": {}, "outputs": [], "source": [ - "%%bash\n", - "shared_repos=$( ls -d /project/shared/data/*/_mapper /project/shared/data/*/repositoryCfg.yaml | grep -v README | cut -d'/' -f1-5 | sort | uniq )\n", - "for repo in $shared_repos; do\n", - " du -sh $repo\n", - "done" + "for repo in shared_repos:\n", + " ! du -sh $repo" ] }, { @@ -163,7 +164,10 @@ "metadata": {}, "outputs": [], "source": [ - "repos = ! ls -d /datasets/*/repo/_mapper /datasets/*/repo/repositoryCfg.yaml |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq\n", + "repos_with_mappers = ! ls -d /datasets/*/repo/_mapper |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq\n", + "repos_with_yaml_files = ! ls -d /datasets/*/repo/repositoryCfg.yaml |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq\n", + "repos = np.unique(repos_with_mappers + repos_with_yaml_files)\n", + "\n", "repos" ] }, @@ -174,11 +178,8 @@ "outputs": [], "source": [ "\"\"\"\n", - "%%bash\n", - "repos=$( ls -d /datasets/*/repo/_mapper /datasets/*/repo/repositoryCfg.yaml |& grep -v \"No such\" | cut -d'/' -f1-4 | sort | uniq )\n", - "for repo in $repos; do\n", - " du -h $repo\n", - "done\n", + "for repo in repos:\n", + " ! du -sh $repo\n", "\"\"\"" ] }, @@ -199,7 +200,7 @@ "metadata": {}, "outputs": [], "source": [ - "#Main level repo\n", + "# Parent repo\n", "repo = '/datasets/hsc/repo/'\n", "\n", "#Location of tracts for a particular rerun and depth relative to main repo\n", @@ -297,6 +298,13 @@ "tarquin.look_for_datasets_of_type(['raw', 'calexp', 'deepCoadd_calexp', 'deepCoadd_mergeDet'])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> **PROBLEM: these last two datatypes appear to not exist when they actually do: the `Taster` needs to be upgraded to search the tract folders for catalog files, and not just trust the metadata in the parent repo.**" + ] + }, { "cell_type": "code", "execution_count": null, @@ -333,7 +341,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If one wishes to check the existance of all dataset types, you can use the `all` parameter of the `what_exists()` method to do exactly that. Checking all dataset types may take a few seconds." + "If one wishes to check the existance of all dataset types, you can use the `all` parameter of the `what_exists()` method to do exactly that. Checking all dataset types may take a minute or so (while the `Taster` does a lot of database queries)." ] }, { @@ -569,6 +577,13 @@ " except:\n", " print(\"Taster failed to explore repo \",repo)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -588,7 +603,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.2" + "version": "3.6.6" }, "livereveal": { "scroll": true, From f7a61e61e8a7284f478d87f50593ea4782e325d5 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Fri, 24 May 2019 20:04:00 +0000 Subject: [PATCH 55/59] Highlight work still to be done --- Basics/DataInventory.ipynb | 2 +- Basics/Exploring_A_Data_Repo.ipynb | 19 +++++++++++++++---- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 1b442119..35985ea1 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -547,7 +547,7 @@ "\n", "### Looking at other shared datasets and repos\n", "\n", - "The following loops over all shared datasets fails in interesting ways: some folders don't seem to be `Butler`-friendly. We need to do a bit more work to identify the actual repos available to us." + "The following loops over all shared datasets fails in interesting ways: some folders don't seem to be `Butler`-friendly. We need to do a bit more work to identify the actual repos available to us, and then use the `Taster` to provide a guide to all of them." ] }, { diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index cb685ccc..0bb91440 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -306,8 +306,6 @@ "\n", "Notice that `ProcessCcd.py` is not in this list: re-runs can pick up the processing at any point, and just repeat a subset of the tasks. This is why the `parent` has to be recorded: in this case, information about the outputs of `ProcessCcd.py` should be available in the `parent` folder. \n", "\n", - "> **PROBLEM: in the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. And where are the source tables?** Do some detective work of your own and see if you can find them.\n", - "\n", "Here's what a config file looks like (ignoring the many import statements and just looking at a few example lines):" ] }, @@ -343,6 +341,17 @@ "Those FITS files contain the forced source tables." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Still To Do: Locating the Source Catalogs\n", + "\n", + "In the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. And where are the source tables? \n", + "\n", + "Do some detective work of your own and see if you can find them." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -557,6 +566,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "### Still To Do: Figuring Out Objects \n", + "\n", "Since we know we have `deepCoadd` images, we might expect to have the sources detected in those images as well. These are the precursors of `Objects`: the datatype we are most interested in is the `deepCoadd_meas`. If forced photometry has been run on these sources, there should be `deepCoadd_forced_src` catalogs present. The `config` tells us which tasks have been run in the rerun, but metadata describing the results of the run is not propagated back into the registry database in the parent folder. So, we need to do the same thing as for the sky area: loop over the tracts and count the number of `CoaddSources` and `ForcedSources` present." ] }, @@ -708,9 +719,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Visualizing Simple Measurements\n", + "## Still To Do: Visualizing Simple Measurements\n", "\n", - "Typically, we'd like to know something about the sources that have been detected and measured, beyond a simple total number. A histogram of the number counts with magnitude would be good, for example. If we have `deepCoadd_meas` objects, we might like to see a color-magnitude diagram." + "Typically, we'd like to know something about the sources that have been detected and measured, beyond a simple total number. A histogram of the number counts with magnitude would be good, for example. If you have completed the investigation in the previous section, you should have a set of `deepCoadd_meas` objects: your next task to plot a color-magnitude diagram." ] }, { From a2a78e4911008ea7a7b51de3f4bda86714ffdca2 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Tue, 13 Aug 2019 06:57:58 +0000 Subject: [PATCH 56/59] Verified with v18.1 --- Basics/Exploring_A_Data_Repo.ipynb | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 0bb91440..31ade5fd 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -7,8 +7,8 @@ "# Exploring a Data Repository\n", "\n", "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", - "
Last Verified to Run: **2018-12-07**\n", - "
Verified Stack Release: **17.0**\n", + "
Last Verified to Run: **2019-08-12**\n", + "
Verified Stack Release: **18.1**\n", "\n", "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", "\n", @@ -468,7 +468,6 @@ "num_ccds = len(ccds)\n", "num_fields = len(fields)\n", "num_filters = len(filters)\n", - "\n", "num_sources = len(sources)" ] }, @@ -581,12 +580,10 @@ "# datasettype = 'deepCoadd_forced_src'\n", "\n", "try:\n", - " # datasetkeys = butler.getKeys(datasettype)\n", - " # onekey = list(datasetkeys.keys())[0]\n", - " # metadata = butler.queryMetadata(datasettype, [onekey])\n", - " \n", - " # Insert code to detect the presence of deepCoadd_meas and deepCoadd_forced_src\n", - " \n", + " # form a test dataset_id:\n", + " dataId = {'tract': tracts[0], 'patch':patch_id}\n", + " # use the dataId to get the desired catalog: \n", + " object_cat = butler.get(datasettype, **dataId)\n", " print(\"{} dataset exists.\".format(datasettype))\n", "except:\n", " print(\"{} dataset doesn't exist.\".format(datasettype))" @@ -759,7 +756,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.7.2" } }, "nbformat": 4, From 65a0784401bc0651a666fa9bd46fc8e4f99a8747 Mon Sep 17 00:00:00 2001 From: Phil Marshall Date: Tue, 13 Aug 2019 07:04:56 +0000 Subject: [PATCH 57/59] Verified with v18.1 --- Basics/DataInventory.ipynb | 21 +++++++-------------- 1 file changed, 7 insertions(+), 14 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 35985ea1..3d1a1180 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -8,10 +8,10 @@ } }, "source": [ - "# Exploring the Shared Datasets in the LSST Science Platform\n", + "# An Inventory of the Shared Datasets in the LSST Science Platform\n", "
Owner(s): **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10))\n", - "
Last Verified to Run: **2019-05-24**\n", - "
Verified Stack Release: **17.0**\n", + "
Last Verified to Run: **2019-08-13**\n", + "
Verified Stack Release: **18.1**\n", "\n", "In this notebook we'll take a look at some of the datasets available on the LSST Science Platform. \n", "\n", @@ -180,7 +180,7 @@ "\"\"\"\n", "for repo in repos:\n", " ! du -sh $repo\n", - "\"\"\"" + "\"\"\";" ] }, { @@ -471,7 +471,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "For more on the `Taster`'s methods, do:" + "For more on the `Taster`'s methods, do, for example:" ] }, { @@ -480,7 +480,7 @@ "metadata": {}, "outputs": [], "source": [ - "#help(tarquin)" + "# help(tarquin)" ] }, { @@ -577,13 +577,6 @@ " except:\n", " print(\"Taster failed to explore repo \",repo)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -603,7 +596,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.7.2" }, "livereveal": { "scroll": true, From 30db387700b52f06ebb13b3287a629b03079fd2c Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 13 Aug 2019 22:05:48 +0000 Subject: [PATCH 58/59] significant updates to queries and data products produced; added source catalog access and better discussion of registry vs existing data sets --- Basics/Exploring_A_Data_Repo.ipynb | 317 +++++++++++++++++------------ 1 file changed, 190 insertions(+), 127 deletions(-) diff --git a/Basics/Exploring_A_Data_Repo.ipynb b/Basics/Exploring_A_Data_Repo.ipynb index 31ade5fd..df203aab 100644 --- a/Basics/Exploring_A_Data_Repo.ipynb +++ b/Basics/Exploring_A_Data_Repo.ipynb @@ -6,11 +6,11 @@ "source": [ "# Exploring a Data Repository\n", "\n", - "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall))\n", - "
Last Verified to Run: **2019-08-12**\n", + "
Owner: **Rob Morgan** ([@rmorgan10](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@rmorgan10)), **Phil Marshall** ([@drphilmarshall](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@drphilmarshall)), **Alex Drlica-Wagner** ([@kadrlica](https://github.com/LSSTScienceCollaborations/StackClub/issues/new?body=@kadrlica))\n", + "
Last Verified to Run: **2019-08-13**\n", "
Verified Stack Release: **18.1**\n", "\n", - "This notebook shows how to find out what's in a data repository, and how to find out which inputs went into each component of it. \n", + "This notebook examines the content of a data repository and shows how to determine the inputs for each component. \n", "\n", "### Learning Objectives:\n", "After working through and studying this notebook you should be able to understand how to use the Butler to figure out: \n", @@ -156,16 +156,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `Butler`, directed by the `Mapper` will have access to all the above dataset types. \n", + "The `Butler`, directed by the `Mapper`, will have access to all the above dataset types. \n", "\n", - "Another important file in the repo parent folder is `registry.sqlite3`. This database contains metadata for the HSC raw images." + "Another important file in the repo parent folder is `registry.sqlite3`. This database contains metadata for the HSC **raw** images." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Great, but where's the actual data, and how was it made?" + "### Great, but where is the actual data, and how was it processed?" ] }, { @@ -238,7 +238,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The numerically-names folders contain the generated catalog files, organized by sky tract. Note that a `config` folder is present, and also a `repositoryCfg.yaml` file - which means that this folder is itself a `repo`, from the Butler's point of view." + "The numerically-named folders contain the generated catalog files, organized by sky tract. Note that a `config` folder is present, and also a `repositoryCfg.yaml` file - which means that this folder is itself a `repo`, from the Butler's point of view." ] }, { @@ -304,8 +304,6 @@ "source": [ "These are the configuration files that were used when the science pipelines were run on these data. While we don't know which versions of the software were used, we at least know which tasks were run. \n", "\n", - "Notice that `ProcessCcd.py` is not in this list: re-runs can pick up the processing at any point, and just repeat a subset of the tasks. This is why the `parent` has to be recorded: in this case, information about the outputs of `ProcessCcd.py` should be available in the `parent` folder. \n", - "\n", "Here's what a config file looks like (ignoring the many import statements and just looking at a few example lines):" ] }, @@ -341,17 +339,6 @@ "Those FITS files contain the forced source tables." ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Still To Do: Locating the Source Catalogs\n", - "\n", - "In the HSC dataset, there doesn't seem to be a config for the basic `ProcessCcd` image processing whose results must be somewhere in the top level (parent) folder. And where are the source tables? \n", - "\n", - "Do some detective work of your own and see if you can find them." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -389,7 +376,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `butler` purports to be able to check whether a datatype (like the source catalogs) actually exists or not, but it needs a specific dataset ID to check whether that specific part of the dataset exists. Here's what you get when you pass in a null dataset ID:" + "The `butler` can check whether a datatype (like the source catalogs) actually exists or not, but it needs a specific dataset ID to check whether that specific part of the dataset exists. \n", + "\n", + "Note that the metadata being queried here is in the `registry.sqlite3` database in the _parent_ repo - and so refers to the _initial_ processing run, not the most recent rerun. We'll need to work carefully around this below." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Obtaining Basic Dataset Properties Using the Butler\n", + "Now we can start using Butler methods to query metadata for the repo. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables. The contents of these tables are derived from the processing of individual sensors, and exist in the parent folder. (That means that we can use either of our two butlers to query for them.)\n", + "\n", + "Note that the metadata is created from the raw exposures loaded into the sqlite registry. The fact that we can get metadata for a specific datasetType and dataId **does not** imply that the data exist on disk (we will check this in a subsequent step)." ] }, { @@ -398,16 +397,54 @@ "metadata": {}, "outputs": [], "source": [ - "butler.datasetExists('src', dataId={})" + "# This would be faster if only one query were issued...\n", + "visits = butler.queryMetadata('calexp', ['visit'])\n", + "pointings = butler.queryMetadata('calexp', ['pointing'])\n", + "ccds = butler.queryMetadata('calexp', ['ccd'])\n", + "fields = butler.queryMetadata('calexp', ['field'])\n", + "filters = butler.queryMetadata('calexp', ['filter'])\n", + "sources = butler.queryMetadata('src', ['id'])\n", + "\n", + "# It is possible to specify multiple formats -- i.e., butler.queryMetadata('calexp', ['visit','ccd'])\n", + "metadata = butler.queryMetadata('calexp', ['visit','pointing','ccd','field','filter'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "num_visits = len(visits)\n", + "num_pointings = len(pointings)\n", + "num_ccds = len(ccds)\n", + "num_fields = len(fields)\n", + "num_filters = len(filters)\n", + "num_sources = len(sources)\n", + "num_metadata = len(metadata)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(\"The HSC {}/{} rerun contains {} visits.\".format(rerun_id,depth,num_visits))\n", + "print(\"The HSC {}/{} rerun contains {} pointings.\".format(rerun_id,depth,num_pointings))\n", + "print(\"The HSC {}/{} rerun contains {} ccds.\".format(rerun_id,depth,num_ccds))\n", + "print(\"The HSC {}/{} rerun contains {} fields.\".format(rerun_id,depth,num_fields))\n", + "print(\"The HSC {}/{} rerun contains {} filters.\".format(rerun_id,depth,num_filters))\n", + "print(\"The HSC {}/{} rerun contains {} sources.\".format(rerun_id,depth,num_sources))\n", + "# print(\"The HSC {}/{} rerun contains {} coadd sources.\".format(rerun_id,depth,num_coadd_sources))\n", + "# print(\"The HSC {}/{} rerun contains {} forced sources.\".format(rerun_id,depth,num_forced_sources))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Instead, one can try querying the repo metadata and checking for an error. Note that this way of checking for dataset existence is a little faster too.\n", - "\n", - "Note that the metadata being queried here is in the `registry.sqlite3` database in the _parent_ repo - and so refers to the _initial_ processing run, not the most recent rerun. We'll need to work carefully around this below." + "As a check, let's compare what our two butlers find when asked for the number of sources:" ] }, { @@ -416,45 +453,36 @@ "metadata": {}, "outputs": [], "source": [ - "datasettype = 'src'\n", + "alt_num_sources = len(under_butler.queryMetadata('src', ['id']))\n", "\n", - "try:\n", - " datasetkeys = butler.getKeys(datasettype)\n", - " onekey = list(datasetkeys.keys())[0]\n", - " metadata = butler.queryMetadata(datasettype, [onekey])\n", - " print(\"{} dataset exists.\".format(datasettype))\n", - "except:\n", - " print(\"{} dataset doesn't exist.\".format(datasettype))" + "print(\"The butler says that we have {:d} input sources.\".format(num_sources))\n", + "print(\"The under butler says we have {:d} input sources.\".format(alt_num_sources))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "So, even though its not at all obvious from the file system where the source catalog FITS files are, the `butler` knows where they are based on the metadata in the registry." + "So, we could have done our query with the `under_butler` as well. In practice, it's best to specify a Butler for the rerun repo, because that Butler will also have access to the parent repo.\n", + "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Obtaining Basic Dataset Properties Using the Butler\n", - "Now we can start using Butler methods to query the data. For this dataset, we can look at the filters used, number of visits, number of pointings, etc. by examining the Butler's keys and metadata. For these basic properties, we will look at the `calexp` and `src` tables. The contents of these tables are derived from the processing of individual sensors, and exist in the parent folder. (That means that we can use either of our two butlers to query for them.)" + "### So where are the Calexps and Source Catalogs?\n", + "\n", + "Notice that while we were able to get metadata for the `processCcd` outputs (the `calexp` and `src`), that **does not** guarantee that these products are on disk. The metadata is created from the raw inputs stored in the registry and a template for the derived data products. In this case, we have a reason to be suspicious: remember that when we examined the directory structure we did not see a directory for the `processCcd` products. \n", + "\n", + "To check the existence of the data requires the use of the `datasetExists` method of the `butler`. Let's give this a try." ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# This would be faster if only one query were issued...\n", - "visits = butler.queryMetadata('calexp', ['visit'])\n", - "pointings = butler.queryMetadata('calexp', ['pointing'])\n", - "ccds = butler.queryMetadata('calexp', ['ccd'])\n", - "fields = butler.queryMetadata('calexp', ['field'])\n", - "filters = butler.queryMetadata('calexp', ['filter'])\n", - "sources = butler.queryMetadata('src', ['id'])" + "First we select the metadata for a specific calexp" ] }, { @@ -463,19 +491,15 @@ "metadata": {}, "outputs": [], "source": [ - "num_visits = len(visits)\n", - "num_pointings = len(pointings)\n", - "num_ccds = len(ccds)\n", - "num_fields = len(fields)\n", - "num_filters = len(filters)\n", - "num_sources = len(sources)" + "dataId={'filter':'HSC-I','visit':872,'ccd':10}\n", + "butler.queryMetadata('calexp', ['visit','ccd','filter','field','pointing'], dataId=dataId)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "As a check, let's compare what our two butlers find when asked for the number of sources:" + "Ok, so we have the metadata, let's try to get the calexp..." ] }, { @@ -484,17 +508,29 @@ "metadata": {}, "outputs": [], "source": [ - "alt_num_sources = len(under_butler.queryMetadata('src', ['id']))\n", + "try: \n", + " butler.get('calexp',dataId=dataId)\n", + "except Exception as e:\n", + " print(str(e))\n", + " print(\"\\nWhat? Does the data exist?\")\n", "\n", - "print(\"The butler says that we have {:d} sources.\".format(num_sources)) \n", - "print(\"The under butler says we have {:d} sources.\".format(alt_num_sources))" + "# Explicitly check for existence\n", + "exists = butler.datasetExists('calexp',dataId=dataId)\n", + "print(\"\\nbutler.datasetExists: \" + str(exists))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "So, we could have done our query with the `under_butler` as well. In practice, it's best to specify a Butler for the rerun repo, because that Butler will also have access to the parent repo.\n", + "So it appears that we don't have these intermediate products stored in this repo." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Coadd Sky Area\n", "\n", "One may also be interested in the total sky area imaged for a particular coadd rerun/depth. We can estimate and visualize this from the coadd tract info that neither our `under_butler` nor our `butler` has access to. To collect all the tracts, we have to get them via the file structure. This operation will hopefully be `Butler`-ized with the Gen3 Butler." ] @@ -510,7 +546,7 @@ " glob.glob(os.path.join(repo, 'deepCoadd-results', 'merged', '*'))])\n", "num_tracts = len(tracts)\n", "\n", - "print(\"Found {} tracts in repo {}\".format(num_tracts, repo))" + "print(\"Found {} merged tracts in repo {}\".format(num_tracts, repo))" ] }, { @@ -561,69 +597,6 @@ "print(\"Total area imaged (sq deg): \",rounded_total_area)" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Still To Do: Figuring Out Objects \n", - "\n", - "Since we know we have `deepCoadd` images, we might expect to have the sources detected in those images as well. These are the precursors of `Objects`: the datatype we are most interested in is the `deepCoadd_meas`. If forced photometry has been run on these sources, there should be `deepCoadd_forced_src` catalogs present. The `config` tells us which tasks have been run in the rerun, but metadata describing the results of the run is not propagated back into the registry database in the parent folder. So, we need to do the same thing as for the sky area: loop over the tracts and count the number of `CoaddSources` and `ForcedSources` present." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "datasettype = 'deepCoadd_meas'\n", - "# datasettype = 'deepCoadd_forced_src'\n", - "\n", - "try:\n", - " # form a test dataset_id:\n", - " dataId = {'tract': tracts[0], 'patch':patch_id}\n", - " # use the dataId to get the desired catalog: \n", - " object_cat = butler.get(datasettype, **dataId)\n", - " print(\"{} dataset exists.\".format(datasettype))\n", - "except:\n", - " print(\"{} dataset doesn't exist.\".format(datasettype))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also count up these objects, by looping over the tracts..." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Insert code for counting 'deepCoadd_meas' and 'deepCoadd_forced_src' objects.\n", - "\n", - "# num_coadd_sources = \n", - "# num_forced_sources = " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(\"The HSC {}/{} rerun contains {} visits.\".format(rerun_id,depth,num_visits))\n", - "print(\"The HSC {}/{} rerun contains {} pointings.\".format(rerun_id,depth,num_pointings))\n", - "print(\"The HSC {}/{} rerun contains {} ccds.\".format(rerun_id,depth,num_ccds))\n", - "print(\"The HSC {}/{} rerun contains {} fields.\".format(rerun_id,depth,num_fields))\n", - "print(\"The HSC {}/{} rerun contains {} filters.\".format(rerun_id,depth,num_filters))\n", - "print(\"The HSC {}/{} rerun contains {} sources.\".format(rerun_id,depth,num_sources))\n", - "# print(\"The HSC {}/{} rerun contains {} coadd sources.\".format(rerun_id,depth,num_coadd_sources))\n", - "# print(\"The HSC {}/{} rerun contains {} forced sources.\".format(rerun_id,depth,num_forced_sources))" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -647,7 +620,6 @@ "dataset_name = 'HSC'\n", "display(Markdown('### %s' % repo))\n", "\n", - "\n", "# Make a table of the collected metadata\n", "collected_data = [num_visits, num_pointings, num_ccds, num_fields, num_filters, num_sources, \n", " num_tracts, rounded_total_area]\n", @@ -675,9 +647,9 @@ "source": [ "## Plotting the sky coverage\n", "\n", - "For this we will need our list of `tracts` from above, and also the `skyMap` object. We can then extract the sky coordinates of the corners of each tract, and use them to draw a set of rectangles to illustrate the sky coverage, following Jim Chiang's LSST DESC tutorial [dm_butler_skymap.ipynb](https://github.com/LSSTDESC/DC2-analysis/blob/master/tutorials/dm_butler_skymap.ipynb).\n", + "For this we will need our list of merged `tracts` from above, and also the `skyMap` object. We can then extract the sky coordinates of the corners of each tract, and use them to draw a set of rectangles to illustrate the sky coverage, following Jim Chiang's LSST DESC tutorial [dm_butler_skymap.ipynb](https://github.com/LSSTDESC/DC2-analysis/blob/master/tutorials/dm_butler_skymap.ipynb).\n", "\n", - "In the future, we could imagine overlaying the focal plane and color the individual visits, using more of the code from Jim's notebook. Let's see what functionality the Gen3 Butler provides first, and then return to visualization." + "In the future, we could imagine overlaying the focal plane and color the individual visits, using more of the code from Jim's notebook. Let's wait to see what functionality the Gen3 Butler provides first, and maybe return to visualization later." ] }, { @@ -716,9 +688,97 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Still To Do: Visualizing Simple Measurements\n", + "## Finding a Coadd Object Catalog\n", + "\n", + "Since we know we have `deepCoadd` images, we might want to find the sources detected in those images. These are the precursors of `Objects`. If forced photometry has been run on these sources, there should be `deepCoadd_forced_src` catalogs present. The `config` tells us which tasks have been run in the rerun, but metadata describing the results of the run is not propagated back into the registry database in the parent folder. So, we need to get data from the `under_butler`.\n", + "\n", + "Since the registry only knows about the raw exposures (and products that can be directly derived from templates using the raws), we can't get valid metadata from `queryMetadata` directly. Instead, we query the directory structure for a valid filter, tract, patch combination." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dirname=os.path.join(repo,'deepCoadd-results')\n", + "print('filters: '+dirname)\n", + "!ls $dirname\n", + "filter='HSC-I'\n", + "\n", + "dirname = os.path.join(dirname, filter)\n", + "print('\\ntracts: '+dirname)\n", + "!ls $dirname\n", + "tract=8523\n", + "\n", + "dirname = os.path.join(dirname,str(tract))\n", + "print('\\npatches: '+dirname)\n", + "!ls $dirname\n", + "patch='1,3'\n", + "\n", + "dirname = os.path.join(dirname,patch)\n", + "print('\\ndata products: '+dirname)\n", + "!ls $dirname" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also get some available tract, patches from the `skyMap` object. We need to feed it a list of coordinates defining a polygon to search for viable tract,patch info." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from lsst.geom import SpherePoint, Angle\n", + "# Create a list of corners of the polygon to search.\n", + "coordList = [SpherePoint(Angle(np.radians(0)),Angle(np.radians(-6))),\n", + " SpherePoint(Angle(np.radians(0)),Angle(np.radians(-2))),\n", + " SpherePoint(Angle(np.radians(40)),Angle(np.radians(-2))),\n", + " SpherePoint(Angle(np.radians(40)),Angle(np.radians(-6)))\n", + " ]\n", + "# Print the tract,patch info\n", + "tractInfo = skyMap.findTractPatchList(coordList)\n", + "for _tract in tractInfo:\n", + " print(_tract[0])\n", + " for _patch in _tract[1]:\n", + " print(' ',_patch)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Here we grab the coadd source catalog for a specific filter\n", + "dataId={'filter':'HSC-I','tract':tract,'patch':patch}\n", + "coadd_sources = under_butler.get('deepCoadd_forced_src',dataId=dataId)\n", + "coadd_sources.asAstropy()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# We can also get the merged detections\n", + "dataId={'tract':8523,'patch':'1,8'}\n", + "merged_sources = under_butler.get('deepCoadd_mergeDet',dataId=dataId)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualizing Simple Measurements\n", "\n", - "Typically, we'd like to know something about the sources that have been detected and measured, beyond a simple total number. A histogram of the number counts with magnitude would be good, for example. If you have completed the investigation in the previous section, you should have a set of `deepCoadd_meas` objects: your next task to plot a color-magnitude diagram." + "We'd like to know something about the sources that have been detected and measured, beyond a simple total number. We create a simple histogram of the Kron flux of sources in our HSC-I band tile. You can find more details on merging catalogs across bands, etc on the [Science Pipelines documentation](https://pipelines.lsst.io/getting-started/multiband-analysis.html)." ] }, { @@ -727,7 +787,10 @@ "metadata": {}, "outputs": [], "source": [ - "# Write code to collate a catalog of objects and plot them." + "plt.figure()\n", + "plt.hist(coadd_sources['ext_photometryKron_KronFlux_flux'],bins=np.linspace(0,100,50))\n", + "plt.xlabel(\"log10(Kron Flux)\")\n", + "plt.title(\"{filter} {tract} {patch}\".format(filter=filter,tract=tract,patch=patch))" ] }, { From 3f0dbf4a3657913bd5a8038e9f9b029f6f0e40f1 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Sep 2019 17:26:50 +0000 Subject: [PATCH 59/59] updates to taster and DataInventory --- Basics/DataInventory.ipynb | 11 +++++++---- stackclub/taster.py | 4 ++-- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/Basics/DataInventory.ipynb b/Basics/DataInventory.ipynb index 3d1a1180..a103461d 100644 --- a/Basics/DataInventory.ipynb +++ b/Basics/DataInventory.ipynb @@ -24,6 +24,8 @@ "2. Report on the available data in a given dataset;\n", "3. Plot the patches and tracts in a given dataset on the sky.\n", "\n", + "**Outstanding Issue:** The `Taster` augments the functionality of the Gen-2 butler, which provides limited capabilities for discovery what data *actually* exist. Specifically, the `Taster` is relying heavily on the `queryMetadata` functionality of the Gen-2 butler, which is limited to a small number of datasets and does not actually guarentee that those datasets exist. The user should beware of over-interpreting the true *existence* of datasets queried by the `Taster`. This should be improved greatly with the Gen-3 butler.\n", + "\n", "### Logistics\n", "This notebook is intended to be runnable on `lsst-lsp-stable.ncsa.illinois.edu` from a local git clone of https://github.com/LSSTScienceCollaborations/StackClub.\n", "\n", @@ -54,7 +56,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "When editing the `stackclub` package files, we want the latest version to be imported when we re-run the import command. To enable this, we need the %autoreload magic command." + "You may need to restart the kernel after doing this. When editing the `stackclub` package files, we want the latest version to be imported when we re-run the import command. To enable this, we need the `%autoreload` magic command." ] }, { @@ -286,7 +288,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The taster uses its butler to search the repo for datasets, skymaps etc. " + "The taster uses its butler to query the metadata of the repo for datasets, skymaps etc. " ] }, { @@ -302,7 +304,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "> **PROBLEM: these last two datatypes appear to not exist when they actually do: the `Taster` needs to be upgraded to search the tract folders for catalog files, and not just trust the metadata in the parent repo.**" + "> **PROBLEM: these last two datatypes are not listed in the repo metadata. This is one of the issues with the Gen-2 butler and the`Taster` is not smart enough to search the tract folders for catalog files. This should be updated with Gen-3.**" ] }, { @@ -543,7 +545,8 @@ "metadata": {}, "source": [ "# STILL TODO\n", - "Build defensiveness into the `Taster` so that it can handle a wide variety of datasets.\n", + "* Build defensiveness into the `Taster` so that it can handle a wider variety of datasets.\n", + "* Update `Taster` to use Gen-3 butler\n", "\n", "### Looking at other shared datasets and repos\n", "\n", diff --git a/stackclub/taster.py b/stackclub/taster.py index 4e820e38..c3692c3d 100644 --- a/stackclub/taster.py +++ b/stackclub/taster.py @@ -3,7 +3,7 @@ class Taster(object): """ - Worker for tasting all the datasets in a Butler's repo. + Worker for tasting the datasets in a Butler's repo (based mostly off of querying metadata). Instantiate with a repo. """ def __init__(self, repo, vb=False, path_to_tracts=''): @@ -85,7 +85,7 @@ def what_exists(self, all=False): def look_for_datasets_of_type(self, datasettypes): """ - Check for the existence of the dataset of given type. + Check whether dataset of given type is in the metadata. Parameters ==========