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…ations-between-timedelta-and-number
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sfc-gh-mvashishtha authored Sep 3, 2024
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7 changes: 6 additions & 1 deletion CHANGELOG.md
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#### Improvements

- Added support for `ln` in `snowflake.snowpark.functions`
- Improved documentation for `Session.write_pandas` by making `use_logical_type` option more explicit.
- Added support for specifying the following to `DataFrameWriter.save_as_table`:
- `enable_schema_evolution`
- `data_retention_time`
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- support for lazy `TimedeltaIndex`.
- support for `pd.to_timedelta`.
- support for `GroupBy` aggregations `min`, `max`, `mean`, `idxmax`, `idxmin`, `std`, `sum`, `median`, `count`, `any`, `all`, `size`, `nunique`.
- support for `TimedeltaIndex` attributes: `days`, `seconds`, `microseconds` and `nanoseconds`.
- Added support for index's arithmetic and comparison operators.
- Added support for `Series.dt.round`.
- Added documentation pages for `DatetimeIndex`.
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- Added support for `Index.is_boolean`, `Index.is_integer`, `Index.is_floating`, `Index.is_numeric`, and `Index.is_object`.
- Added support for `DatetimeIndex.round`, `DatetimeIndex.floor` and `DatetimeIndex.ceil`.
- Added support for `Series.dt.days_in_month` and `Series.dt.daysinmonth`.
- Added support for `DataFrameGroupBy.value_counts` and `SeriesGroupBy.value_counts`.
- Added support for `Series.is_monotonic_increasing` and `Series.is_monotonic_decreasing`.
- Added support for `Index.is_monotonic_increasing` and `Index.is_monotonic_decreasing`.
- Added support for `pd.crosstab`.

#### Improvements

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1 change: 1 addition & 0 deletions docs/source/modin/general_functions.rst
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Expand Up @@ -11,6 +11,7 @@ General functions
:toctree: pandas_api/

melt
crosstab
pivot
pivot_table
cut
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2 changes: 2 additions & 0 deletions docs/source/modin/groupby.rst
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Expand Up @@ -59,6 +59,7 @@ GroupBy
DataFrameGroupBy.std
DataFrameGroupBy.sum
DataFrameGroupBy.tail
DataFrameGroupBy.value_counts
DataFrameGroupBy.var

.. rubric:: `SeriesGroupBy` computations / descriptive stats
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SeriesGroupBy.std
SeriesGroupBy.sum
SeriesGroupBy.tail
SeriesGroupBy.value_counts
SeriesGroupBy.var
2 changes: 2 additions & 0 deletions docs/source/modin/series.rst
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Expand Up @@ -26,6 +26,8 @@ Series
Series.equals
Series.empty
Series.hasnans
Series.is_monotonic_increasing
Series.is_monotonic_decreasing
Series.name
Series.ndim
Series.shape
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5 changes: 4 additions & 1 deletion docs/source/modin/supported/general_supported.rst
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Expand Up @@ -18,7 +18,10 @@ Data manipulations
| ``concat`` | P | ``levels`` is not supported, | |
| | | ``copy`` is ignored | |
+-----------------------------+---------------------------------+----------------------------------+----------------------------------------------------+
| ``crosstab`` | N | | |
| ``crosstab`` | P | | ``N`` if ``aggfunc`` is not one of |
| | | | "count", "mean", "min", "max", or "sum", or |
| | | | margins is True, normalize is "all" or True, |
| | | | and values is passed. |
+-----------------------------+---------------------------------+----------------------------------+----------------------------------------------------+
| ``cut`` | P | ``retbins``, ``labels`` | ``N`` if ``retbins=True``or ``labels!=False`` |
+-----------------------------+---------------------------------+----------------------------------+----------------------------------------------------+
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2 changes: 1 addition & 1 deletion docs/source/modin/supported/groupby_supported.rst
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Expand Up @@ -166,7 +166,7 @@ Computations/descriptive stats
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``take`` | N | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``value_counts`` | N | |
| ``value_counts`` | P | ``N`` if ``bins`` is given for SeriesGroupBy |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``var`` | P | See ``std`` |
+-----------------------------+---------------------------------+----------------------------------------------------+
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4 changes: 2 additions & 2 deletions docs/source/modin/supported/index_supported.rst
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+-----------------------------+---------------------------------+----------------------------------------------------+
| ``values`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_monotonic_increasing`` | N | |
| ``is_monotonic_increasing`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_monotonic_decreasing`` | N | |
| ``is_monotonic_decreasing`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_unique`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
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4 changes: 2 additions & 2 deletions docs/source/modin/supported/series_supported.rst
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Expand Up @@ -43,9 +43,9 @@ Attributes
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``index`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_monotonic_decreasing`` | N | |
| ``is_monotonic_decreasing`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_monotonic_increasing`` | N | |
| ``is_monotonic_increasing`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``is_unique`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
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8 changes: 4 additions & 4 deletions docs/source/modin/supported/timedelta_index_supported.rst
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Expand Up @@ -15,13 +15,13 @@ Attributes
+-----------------------------+---------------------------------+----------------------------------------------------+
| TimedeltaIndex attribute | Snowpark implemented? (Y/N/P/D) | Notes for current implementation |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``days`` | N | |
| ``days`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``seconds`` | N | |
| ``seconds`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``microseconds`` | N | |
| ``microseconds`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``nanoseconds`` | N | |
| ``nanoseconds`` | Y | |
+-----------------------------+---------------------------------+----------------------------------------------------+
| ``components`` | N | |
+-----------------------------+---------------------------------+----------------------------------------------------+
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