0.5.0 - Create Measures

.github/workflows/docstr-coverage.yml

@@ -26,6 +26,8 @@ jobs:
         with:
           fetch-depth: 0
       - uses: actions/setup-python@v2
+        with:
+            python-version: '3.10'
       - run: pip install --upgrade pip
-      - run: pip install docstr-coverage
+      - run: pip install docstr-coverage==2.2.0
       - run: docstr-coverage

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "python_tabular"
-version = "0.4.0"
+version = "0.5.0"
 authors = [
   { name="Curtis Stallings", email="curtisrstallings@gmail.com" },
 ]
@@ -18,7 +18,7 @@ dependencies = [
 ]
 description = "Connect to your tabular model and perform operations programmatically"
 readme = "README.md"
-requires-python = ">=3.6"
+requires-python = ">=3.7"
 classifiers = [
     "Programming Language :: Python :: 3.10",
     "Development Status :: 3 - Alpha",

pytabular/column.py

@@ -155,6 +155,6 @@ def query_all(self, query_function: str = "COUNTROWS(VALUES(_))") -> pd.DataFram
                 dax_identifier = f"'{table_name}'[{column_name}]"
                 query_str += f"ROW(\"Table\",\"{table_name}\",\
                     \"Column\",\"{column_name}\",\"{query_function}\",\
-                    {query_function.replace('_',dax_identifier)}),\n"
+                    {query_function.replace('_',dax_identifier)}),\n" # noqa: E231, E261
         query_str = f"{query_str[:-2]})"
         return self[0].Table.Model.query(query_str)

pytabular/measure.py

@@ -6,6 +6,8 @@
 import logging
 import pandas as pd
 from pytabular.object import PyObject, PyObjects
+from Microsoft.AnalysisServices.Tabular import Measure, Table
+
 
 logger = logging.getLogger("PyTabular")
 
@@ -27,7 +29,6 @@ def __init__(self, object, table) -> None:
             table (table.PyTable): The parent `PyTable`.
         """
         super().__init__(object)
-
         self.Table = table
         self._display.add_row("Expression", self._object.Expression, end_section=True)
         self._display.add_row("DisplayFolder", self._object.DisplayFolder)
@@ -59,6 +60,74 @@ class PyMeasures(PyObjects):
     `model.Measures.find('ratio')`.
     """
 
-    def __init__(self, objects) -> None:
+    def __init__(self, objects, parent) -> None:
         """Extends init from `PyObjects`."""
-        super().__init__(objects)
+        super().__init__(objects, parent)
+
+    def __call__(self, *args, **kwargs):
+        """Made `PyMeasures` just sends args through to `add_measure`."""
+        return self.add_measure(*args, **kwargs)
+
+    def add_measure(self, name: str, expression: str, **kwargs) -> PyMeasure:
+        """Add or replace measures from `PyMeasures` class.
+
+        Required is just `name` and `expression`.
+        But you can pass through any properties you wish to update as a kwarg.
+        This method is also used when calling the class,
+        so you can create a new measure that way.
+        kwargs will be set via the `settr` built in function.
+        Anything in the .Net Measures properties should be viable.
+        [Measure Class](https://learn.microsoft.com/en-us/dotnet/api/microsoft.analysisservices.measure?#properties) # noqa: E501
+
+        Example:
+            ```
+            expr = "SUM('Orders'[Amount])"
+            model.Measures.add_measure("Orders Total", expr)
+            ```
+
+            ```
+            expr = "SUM('Orders'[Amount])"
+            model.Measures.add_measure("Orders Total", expr, Folder = 'Measures')
+            ```
+
+            ```
+            expr = "SUM('Orders'[Amount])"
+            model.Tables['Sales'].Measures('Total Sales', expr, Folder = 'Measures')
+            ```
+
+        Args:
+            name (str): Name of the measure. Brackets ARE NOT required.
+            expression (str): DAX expression for the measure.
+        """
+        if isinstance(self.parent._object, Table):
+            table = self.parent
+            model = self.parent.Model
+        else:
+            table = self.parent.Tables._first_visible_object()
+            model = self.parent
+
+        logger.debug(f"Creating measure in {table.Name}")
+
+        new = True
+
+        try:
+            logger.debug(f"Measure {name} exists... Overwriting...")
+            new_measure = self.parent.Measures[name]._object
+            new = False
+        except IndexError:
+            logger.debug(f"Creating new measure {name}")
+            new_measure = Measure()
+
+        new_measure.set_Name(name)
+        new_measure.set_Expression(expression)
+
+        for key, value in kwargs.items():
+            logger.debug(f"Setting '{key}'='{value}' for {new_measure.Name}")
+            setattr(new_measure, key, value)
+
+        if new:
+            measures = table.get_Measures()
+            measures.Add(new_measure)
+
+        model.save_changes()
+        return model.Measures[new_measure.Name]

pytabular/object.py

@@ -2,6 +2,7 @@
 
 These classes are used with the others (Tables, Columns, Measures, Partitions, etc.).
 """
+from __future__ import annotations
 from abc import ABC
 from rich.console import Console
 from rich.table import Table
@@ -64,16 +65,18 @@ class PyObjects:
     Still building out the magic methods to give `PyObjects` more flexibility.
     """
 
-    def __init__(self, objects) -> None:
+    def __init__(self, objects: list[PyObject], parent=None) -> None:
         """Initialization of `PyObjects`.
 
         Takes the objects in something that is iterable.
         Then will build a default `rich` table display.
 
         Args:
-            objects (_type_): _description_
+            objects(list[PyObject]): .Net objects.
+            parent: Parent Object. Defaults to `None`.
         """
         self._objects = objects
+        self.parent = parent
         self._display = Table(title=str(self.__class__.mro()[0]))
         for index, obj in enumerate(self._objects):
             self._display.add_row(str(index), obj.Name)
@@ -121,6 +124,13 @@ def __iadd__(self, obj):
         self.__init__(self._objects)
         return self
 
+    def _first_visible_object(self):
+        """Does what the method is called. Get's first `object.IsHidden is False`."""
+        for object in self:
+            if object.IsHidden is False:
+                return object
+        return None
+
     def find(self, object_str: str):
         """Finds any or all `PyObject` inside of `PyObjects` that match the `object_str`.
 

pytabular/pytabular.py

@@ -141,7 +141,7 @@ def reload_model_info(self) -> bool:
             [column for table in self.Tables for column in table.Columns]
         )
         self.Measures = PyMeasures(
-            [measure for table in self.Tables for measure in table.Measures]
+            [measure for table in self.Tables for measure in table.Measures], self
         )
 
         self.Cultures = PyCultures(

pytabular/table.py

@@ -64,7 +64,8 @@ def __init__(self, object, model) -> None:
             [
                 PyMeasure(measure, self)
                 for measure in self._object.Measures.GetEnumerator()
-            ]
+            ],
+            self,
         )
         self._display.add_row("# of Partitions", str(len(self.Partitions)))
         self._display.add_row("# of Columns", str(len(self.Columns)))
@@ -180,7 +181,7 @@ def query_all(self, query_function: str = "COUNTROWS(_)") -> pd.DataFrame:
             table_name = table.get_Name()
             dax_table_identifier = f"'{table_name}'"
             query_str += f"ROW(\"Table\",\"{table_name}\",\"{query_function}\",\
-                {query_function.replace('_',dax_table_identifier)}),\n"
+                {query_function.replace('_',dax_table_identifier)}),\n" # noqa: E231, E261
         query_str = f"{query_str[:-2]})"
         return self[0].Model.query(query_str)
 

pytabular/tabular_tracing.py

@@ -198,7 +198,7 @@ def _query_dmv_for_event_categories(self):
         )
         for index, row in df.iterrows():
             xml_data = xmltodict.parse(row.Data)
-            if type(xml_data["EVENTCATEGORY"]["EVENTLIST"]["EVENT"]) == list:
+            if isinstance(xml_data["EVENTCATEGORY"]["EVENTLIST"]["EVENT"], list):
                 events += [
                     event for event in xml_data["EVENTCATEGORY"]["EVENTLIST"]["EVENT"]
                 ]

test/run_versions.bat

@@ -1,2 +1,2 @@
 @echo on
-pyenv shell 3.6.8 & python3 -m pytest & pyenv shell 3.7.9 & python3 -m pytest & pyenv shell 3.8.9 & python3 -m pytest & pyenv shell 3.9.13 & python3 -m pytest & pyenv shell 3.10.6 & python3 -m pytest & pause & pause
+pyenv shell 3.7.9 & python3 -m pytest & pyenv shell 3.8.9 & python3 -m pytest & pyenv shell 3.9.13 & python3 -m pytest & pyenv shell 3.10.6 & python3 -m pytest & pause & pause