atoti_query.query_level module

class atoti_query.QueryLevel

property dimension: str

Dimension of the level.

property hierarchy: str

Hierarchy of the level.

isin(*members)

Return a condition to check that the level is on one of the given members.

level.isin(a, b) is equivalent to (level == a) | (level == b).

Parameters

members (ConstantValue) – One or more members on which the level should be.

Return type

Condition[LevelCoordinates, Literal[‘isin’], Constant, None]

Example

>>> df = pd.DataFrame(
...     columns=["City", "Price"],
...     data=[
...         ("Berlin", 150.0),
...         ("London", 240.0),
...         ("New York", 270.0),
...         ("Paris", 200.0),
...     ],
... )
>>> table = session.read_pandas(
...     df, keys=["City"], table_name="isin example"
... )
>>> cube = session.create_cube(table)
>>> l, m = cube.levels, cube.measures
>>> m["Price.SUM in London and Paris"] = tt.filter(
...     m["Price.SUM"], l["City"].isin("London", "Paris")
... )
>>> cube.query(
...     m["Price.SUM"],
...     m["Price.SUM in London and Paris"],
...     levels=[l["City"]],
... )
         Price.SUM Price.SUM in London and Paris
City
Berlin      150.00
London      240.00                        240.00
New York    270.00
Paris       200.00                        200.00

isnull()

Return a condition evaluating to True when a level is not expressed in a query and False otherwise.

Use ~level.isnull() for the opposite behavior.

Example

>>> df = pd.DataFrame(
...     columns=["Country", "City", "Price"],
...     data=[
...         ("France", "Paris", 200.0),
...         ("Germany", "Berlin", 120),
...     ],
... )
>>> table = session.read_pandas(df, table_name="isnull example")
>>> cube = session.create_cube(table)
>>> l, m = cube.levels, cube.measures
>>> m["City.isnull"] = l["City"].isnull()
>>> m["City.notnull"] = ~l["City"].isnull()
>>> cube.query(
...     m["City.isnull"],
...     m["City.notnull"],
...     levels=[l["Country"], l["City"]],
...     include_totals=True,
... )
               City.isnull City.notnull
Country City
Total                 True        False
France                True        False
        Paris        False         True
Germany               True        False
        Berlin       False         True

Return type

Condition[LevelCoordinates, Literal[‘eq’], None, None]

property name: str

Name of the level.