Merge branch 'main' into scatter_color

Author: michaelmannino

ci/code_checks.sh

@@ -70,10 +70,6 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         --format=actions \
         -i ES01 `# For now it is ok if docstrings are missing the extended summary` \
         -i "pandas.Series.dt PR01" `# Accessors are implemented as classes, but we do not document the Parameters section` \
-        -i "pandas.DataFrame.max RT03" \
-        -i "pandas.DataFrame.mean RT03" \
-        -i "pandas.DataFrame.median RT03" \
-        -i "pandas.DataFrame.min RT03" \
         -i "pandas.DataFrame.plot PR02" \
         -i "pandas.Grouper PR02" \
         -i "pandas.MultiIndex.append PR07,SA01" \
@@ -166,7 +162,7 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         -i "pandas.Series.product RT03" \
         -i "pandas.Series.reorder_levels RT03,SA01" \
         -i "pandas.Series.sem PR01,RT03,SA01" \
-        -i "pandas.Series.skew RT03,SA01" \
+        -i "pandas.Series.skew SA01" \
         -i "pandas.Series.sparse PR01,SA01" \
         -i "pandas.Series.sparse.density SA01" \
         -i "pandas.Series.sparse.fill_value SA01" \

doc/source/getting_started/intro_tutorials/04_plotting.rst

@@ -32,8 +32,10 @@ How do I create plots in pandas?
     air_quality.head()
 
 .. note::
-    The usage of the ``index_col`` and ``parse_dates`` parameters of the ``read_csv`` function to define the first (0th) column as
-    index of the resulting ``DataFrame`` and convert the dates in the column to :class:`Timestamp` objects, respectively.
+    The ``index_col=0`` and ``parse_dates=True`` parameters passed to the ``read_csv`` function define
+    the first (0th) column as index of the resulting ``DataFrame`` and convert the dates in the column
+    to :class:`Timestamp`  objects, respectively.
+
 
 .. raw:: html
 

doc/source/whatsnew/v3.0.0.rst

@@ -556,6 +556,7 @@ MultiIndex
 - :func:`DataFrame.loc` with ``axis=0``  and :class:`MultiIndex` when setting a value adds extra columns (:issue:`58116`)
 - :meth:`DataFrame.melt` would not accept multiple names in ``var_name`` when the columns were a :class:`MultiIndex` (:issue:`58033`)
 - :meth:`MultiIndex.insert` would not insert NA value correctly at unified location of index -1 (:issue:`59003`)
+- :func:`MultiIndex.get_level_values` accessing a :class:`DatetimeIndex` does not carry the frequency attribute along (:issue:`58327`, :issue:`57949`)
 -
 
 I/O

pandas/core/arrays/datetimelike.py

@@ -65,6 +65,7 @@
     ScalarIndexer,
     Self,
     SequenceIndexer,
+    TakeIndexer,
     TimeAmbiguous,
     TimeNonexistent,
     npt,
@@ -2340,6 +2341,27 @@ def interpolate(
             return self
         return type(self)._simple_new(out_data, dtype=self.dtype)
 
+    def take(
+        self,
+        indices: TakeIndexer,
+        *,
+        allow_fill: bool = False,
+        fill_value: Any = None,
+        axis: AxisInt = 0,
+    ) -> Self:
+        result = super().take(
+            indices=indices, allow_fill=allow_fill, fill_value=fill_value, axis=axis
+        )
+
+        indices = np.asarray(indices, dtype=np.intp)
+        maybe_slice = lib.maybe_indices_to_slice(indices, len(self))
+
+        if isinstance(maybe_slice, slice):
+            freq = self._get_getitem_freq(maybe_slice)
+            result._freq = freq
+
+        return result
+
     # --------------------------------------------------------------
     # Unsorted
 

pandas/core/frame.py

@@ -4473,7 +4473,7 @@ def query(self, expr: str, *, inplace: bool = False, **kwargs) -> DataFrame | No
             or punctuations (besides underscores) or starting with digits must be
             surrounded by backticks. (For example, a column named "Area (cm^2)" would
             be referenced as ```Area (cm^2)```). Column names which are Python keywords
-            (like "list", "for", "import", etc) cannot be used.
+            (like "if", "for", "import", etc) cannot be used.
 
             For example, if one of your columns is called ``a a`` and you want
             to sum it with ``b``, your query should be ```a a` + b``.
@@ -4554,8 +4554,8 @@ def query(self, expr: str, *, inplace: bool = False, **kwargs) -> DataFrame | No
         For example, ```it's` > `that's``` will raise an error,
         as it forms a quoted string (``'s > `that'``) with a backtick inside.
 
-        See also the Python documentation about lexical analysis
-        (https://docs.python.org/3/reference/lexical_analysis.html)
+        See also the `Python documentation about lexical analysis
+        <https://docs.python.org/3/reference/lexical_analysis.html>`__
         in combination with the source code in :mod:`pandas.core.computation.parsing`.
 
         Examples

pandas/core/generic.py

@@ -11777,6 +11777,8 @@ def last_valid_index(self) -> Hashable:
 Returns
 -------
 {name1} or scalar\
+
+    Value containing the calculation referenced in the description.\
 {see_also}\
 {examples}
 """

pandas/tests/indexes/multi/test_get_level_values.py

@@ -122,3 +122,12 @@ def test_values_loses_freq_of_underlying_index():
     midx.values
     assert idx.freq is not None
     tm.assert_index_equal(idx, expected)
+
+
+def test_get_level_values_gets_frequency_correctly():
+    # GH#57949 GH#58327
+    datetime_index = date_range(start=pd.to_datetime("1/1/2018"), periods=4, freq="YS")
+    other_index = ["A"]
+    multi_index = MultiIndex.from_product([datetime_index, other_index])
+
+    assert multi_index.get_level_values(0).freq == datetime_index.freq