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Xinrong Meng updated SPARK-39574:
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Summary: Better error message when `ps.Index` is used for DataFrame/Series
creation (was:
Xinrong Meng created SPARK-39574:
Summary: Better error message when ps.Index is used for
DataFrame/Series creation
Key: SPARK-39574
URL: https://issues.apache.org/jira/browse/SPARK-39574
Project:
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Xinrong Meng updated SPARK-39494:
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Description:
Currently, DataFrame creation from a list of scalars is unsupported as below:
|>>>
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Xinrong Meng updated SPARK-39494:
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Description:
Currently, DataFrame creation from a list of scalars is unsupported as below:
|>>>
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Xinrong Meng updated SPARK-39550:
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Description:
When Arrow Execution is enabled,
{code:java}
>>>
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Xinrong Meng commented on SPARK-39550:
--
I am working on that.
> Fix `MultiIndex.value_counts()`
Xinrong Meng created SPARK-39550:
Summary: Fix `MultiIndex.value_counts()` when Arrow Execution is
enabled
Key: SPARK-39550
URL: https://issues.apache.org/jira/browse/SPARK-39550
Project: Spark
Xinrong Meng created SPARK-39494:
Summary: Support `createDataFrame` from a list of scalars
Key: SPARK-39494
URL: https://issues.apache.org/jira/browse/SPARK-39494
Project: Spark
Issue Type:
Xinrong Meng created SPARK-39483:
Summary: Construct the schema from `np.dtype` when
`createDataFrame` from a NumPy array
Key: SPARK-39483
URL: https://issues.apache.org/jira/browse/SPARK-39483
Xinrong Meng created SPARK-39443:
Summary: Improve docstring of pyspark.sql.functions.col/first
Key: SPARK-39443
URL: https://issues.apache.org/jira/browse/SPARK-39443
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-39405?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-39405:
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Description:
NumPy is the fundamental package for scientific computing with Python. It is
very
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Xinrong Meng updated SPARK-39405:
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Description:
NumPy is the fundamental package for scientific computing with Python. It is
very
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Xinrong Meng updated SPARK-39406:
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Summary: Accept NumPy array in createDataFrame (was: Accept numpy array in
createDataFrame)
>
Xinrong Meng created SPARK-39406:
Summary: Accept numpy array in createDataFrame
Key: SPARK-39406
URL: https://issues.apache.org/jira/browse/SPARK-39406
Project: Spark
Issue Type: Sub-task
Xinrong Meng created SPARK-39405:
Summary: NumPy support in SQL
Key: SPARK-39405
URL: https://issues.apache.org/jira/browse/SPARK-39405
Project: Spark
Issue Type: Umbrella
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Xinrong Meng updated SPARK-39262:
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Description:
Correct the behavior of creating DataFrame from an RDD **with `0` or an empty
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Xinrong Meng updated SPARK-39262:
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Summary: Correct the behavior of creating DataFrame from an RDD (was:
Correct error messages
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Xinrong Meng updated SPARK-39048:
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Parent: SPARK-39076
Issue Type: Sub-task (was: Improvement)
> Refactor
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https://issues.apache.org/jira/browse/SPARK-38880?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38880:
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Parent: SPARK-39076
Issue Type: Sub-task (was: Improvement)
> Implement `numeric_only`
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Xinrong Meng updated SPARK-39000:
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Parent: SPARK-39076
Issue Type: Sub-task (was: Improvement)
> Convert bools to ints in
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Xinrong Meng updated SPARK-39227:
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Parent: SPARK-39076
Issue Type: Sub-task (was: Improvement)
> Reach parity with pandas
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https://issues.apache.org/jira/browse/SPARK-38952?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38952:
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Parent: SPARK-39076
Issue Type: Sub-task (was: Improvement)
> Implement `numeric_only`
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Xinrong Meng updated SPARK-38763:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Bug)
> Pandas API on spark Can`t apply
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Xinrong Meng updated SPARK-38766:
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Parent: (was: SPARK-39199)
Issue Type: Improvement (was: Sub-task)
> Support
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Xinrong Meng updated SPARK-38387:
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Parent: SPARK-39199
Issue Type: Sub-task (was: New Feature)
> Support `na_action` and
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Xinrong Meng updated SPARK-38766:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Bug)
> Support lambda `column`
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Xinrong Meng updated SPARK-38400:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Enable Series.rename to
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Xinrong Meng updated SPARK-38491:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Support `ignore_index`
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https://issues.apache.org/jira/browse/SPARK-38518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38518:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `skipna` of
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Xinrong Meng updated SPARK-38441:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Support string and bool
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https://issues.apache.org/jira/browse/SPARK-38479?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38479:
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Parent: SPARK-39199
Issue Type: Sub-task (was: New Feature)
> Add `Series.duplicated`
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Xinrong Meng updated SPARK-38576:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `numeric_only`
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Xinrong Meng updated SPARK-38608:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `bool_only`
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https://issues.apache.org/jira/browse/SPARK-38552?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38552:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `keep`
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Xinrong Meng updated SPARK-38686:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `keep`
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Xinrong Meng updated SPARK-38704:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Support string
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https://issues.apache.org/jira/browse/SPARK-38726?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38726:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Support `how` parameter
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Xinrong Meng updated SPARK-38765:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `inplace`
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Xinrong Meng updated SPARK-38837:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `dropna`
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Xinrong Meng updated SPARK-38863:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `skipna`
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https://issues.apache.org/jira/browse/SPARK-38793?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38793:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Support `return_indexer`
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https://issues.apache.org/jira/browse/SPARK-38903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38903:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `ignore_index`
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Xinrong Meng updated SPARK-38890:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `ignore_index`
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https://issues.apache.org/jira/browse/SPARK-38938?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38938:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `inplace` and
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Xinrong Meng updated SPARK-38989:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `ignore_index`
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https://issues.apache.org/jira/browse/SPARK-39201?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-39201:
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Parent: SPARK-39199
Issue Type: Sub-task (was: Improvement)
> Implement `ignore_index`
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https://issues.apache.org/jira/browse/SPARK-39201?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-39201:
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Issue Type: Improvement (was: Umbrella)
> Implement `ignore_index` of `DataFrame.explode` and
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Xinrong Meng updated SPARK-39262:
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Description:
Correct error messages when creating DataFrame from an RDD with the first
element
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Xinrong Meng updated SPARK-39262:
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Summary: Correct error messages when creating DataFrame from an RDD with
the first element `0`
Xinrong Meng created SPARK-39262:
Summary: Correct error messages when creating DataFrame from an
RDD with the first row is `0`
Key: SPARK-39262
URL: https://issues.apache.org/jira/browse/SPARK-39262
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Xinrong Meng updated SPARK-39199:
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Description:
pandas API on Spark aims to make pandas code work on Spark clusters without any
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Xinrong Meng updated SPARK-37525:
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Summary: Timedelta support in pandas API on Spark (was: Support
TimedeltaIndex in pandas API
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Xinrong Meng resolved SPARK-37525.
--
Resolution: Resolved
> Support TimedeltaIndex in pandas API on Spark
>
Xinrong Meng created SPARK-39228:
Summary: Implement `skipna` of `Series.argmax`
Key: SPARK-39228
URL: https://issues.apache.org/jira/browse/SPARK-39228
Project: Spark
Issue Type: Sub-task
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Xinrong Meng updated SPARK-39227:
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Description:
There are pandas APIs that need boolean casts: all, any.
Currently,
Xinrong Meng created SPARK-39227:
Summary: Reach parity with pandas boolean cast
Key: SPARK-39227
URL: https://issues.apache.org/jira/browse/SPARK-39227
Project: Spark
Issue Type:
Xinrong Meng created SPARK-39201:
Summary: Implement `ignore_index` of `DataFrame.explode` and
`DataFrame.drop_duplicates`
Key: SPARK-39201
URL: https://issues.apache.org/jira/browse/SPARK-39201
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Xinrong Meng updated SPARK-39199:
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Description:
pandas API on Spark aims to achieve full pandas API coverage. Currently, most
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Xinrong Meng updated SPARK-39199:
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Description:
pandas API on Spark aims to achieve full pandas API coverage. Currently, most
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Xinrong Meng updated SPARK-38608:
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Summary: Implement `bool_only` parameter of `DataFrame.all`
and`DataFrame.any` (was:
Xinrong Meng created SPARK-39199:
Summary: Implement pandas API missing parameters
Key: SPARK-39199
URL: https://issues.apache.org/jira/browse/SPARK-39199
Project: Spark
Issue Type: Umbrella
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https://issues.apache.org/jira/browse/SPARK-37525?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-37525:
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Description:
Since DayTimeIntervalType is supported in PySpark, we may add TimedeltaIndex
Xinrong Meng created SPARK-39197:
Summary: Implement `skipna` parameter of `GroupBy.all`
Key: SPARK-39197
URL: https://issues.apache.org/jira/browse/SPARK-39197
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-39155?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-39155:
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Description:
Access to JVM through passed-in GatewayClient during type conversion.
In
Xinrong Meng created SPARK-39155:
Summary: Access to JVM through passed-in GatewayClient during type
conversion
Key: SPARK-39155
URL: https://issues.apache.org/jira/browse/SPARK-39155
Project: Spark
Xinrong Meng created SPARK-39154:
Summary: Remove outdated statements on distributed-sequence
default index
Key: SPARK-39154
URL: https://issues.apache.org/jira/browse/SPARK-39154
Project: Spark
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Xinrong Meng commented on SPARK-38819:
--
Thanks Yikun!
> Run Pandas on Spark with Pandas 1.4.x
>
Xinrong Meng created SPARK-39133:
Summary: Mention log level setting in
PYSPARK_JVM_STACKTRACE_ENABLED
Key: SPARK-39133
URL: https://issues.apache.org/jira/browse/SPARK-39133
Project: Spark
Xinrong Meng created SPARK-39109:
Summary: Adjust `GroupBy.mean/median` to match pandas 1.4
Key: SPARK-39109
URL: https://issues.apache.org/jira/browse/SPARK-39109
Project: Spark
Issue Type:
Xinrong Meng created SPARK-39095:
Summary: Adjust `GroupBy.std` to match pandas 1.4
Key: SPARK-39095
URL: https://issues.apache.org/jira/browse/SPARK-39095
Project: Spark
Issue Type:
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Xinrong Meng updated SPARK-39076:
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Description:
Statistical functions are the most commonly-used functions in Data Engineering
Xinrong Meng created SPARK-39077:
Summary: Implement `skipna` of basic statistical functions of
DataFrame and Series
Key: SPARK-39077
URL: https://issues.apache.org/jira/browse/SPARK-39077
Project:
Xinrong Meng created SPARK-39076:
Summary: Standardize Statistical Functions of pandas API on Spark
Key: SPARK-39076
URL: https://issues.apache.org/jira/browse/SPARK-39076
Project: Spark
Xinrong Meng created SPARK-39051:
Summary: Minor refactoring of
`python/pyspark/sql/pandas/conversion.py`
Key: SPARK-39051
URL: https://issues.apache.org/jira/browse/SPARK-39051
Project: Spark
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Xinrong Meng updated SPARK-39048:
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Summary: Refactor `GroupBy._reduce_for_stat_function` on accepted data
types (was: Refactor
Xinrong Meng created SPARK-39048:
Summary: Refactor GroupBy._reduce_for_stat_function on accepted
data types
Key: SPARK-39048
URL: https://issues.apache.org/jira/browse/SPARK-39048
Project: Spark
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Xinrong Meng commented on SPARK-38988:
--
Thank you for raising that!
I will try muting the warnings
Xinrong Meng created SPARK-39000:
Summary: Convert bools to ints in basic statistical functions of
GroupBy objects
Key: SPARK-39000
URL: https://issues.apache.org/jira/browse/SPARK-39000
Project:
Xinrong Meng created SPARK-38991:
Summary: Implement `numeric_only` of `GroupBy.mean` and
`GroupBy.sum`
Key: SPARK-38991
URL: https://issues.apache.org/jira/browse/SPARK-38991
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-38991?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17526121#comment-17526121
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Xinrong Meng commented on SPARK-38991:
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I am working on that.
> Implement `numeric_only` of
Xinrong Meng created SPARK-38989:
Summary: Implement `ignore_index` of `DataFrame/Series.sample`
Key: SPARK-38989
URL: https://issues.apache.org/jira/browse/SPARK-38989
Project: Spark
Issue
Xinrong Meng created SPARK-38971:
Summary: Test anchor frame for in-place `Series.rename_axis`
Key: SPARK-38971
URL: https://issues.apache.org/jira/browse/SPARK-38971
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-38953?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng updated SPARK-38953:
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Component/s: Documentation
> Document PySpark common exceptions / errors
>
Xinrong Meng created SPARK-38953:
Summary: Document PySpark common exceptions / errors
Key: SPARK-38953
URL: https://issues.apache.org/jira/browse/SPARK-38953
Project: Spark
Issue Type:
Xinrong Meng created SPARK-38952:
Summary: Implement `numeric_only` of `GroupBy.first` and
`GroupBy.last`
Key: SPARK-38952
URL: https://issues.apache.org/jira/browse/SPARK-38952
Project: Spark
Xinrong Meng created SPARK-38940:
Summary: Test Series' anchor frame for in-place updates on Series
Key: SPARK-38940
URL: https://issues.apache.org/jira/browse/SPARK-38940
Project: Spark
Xinrong Meng created SPARK-38938:
Summary: Implement `inplace` and `columns` parameters of
`Series.drop`
Key: SPARK-38938
URL: https://issues.apache.org/jira/browse/SPARK-38938
Project: Spark
Xinrong Meng created SPARK-38903:
Summary: Implement `ignore_index` of `Series.sort_values` and
`Series.sort_index`
Key: SPARK-38903
URL: https://issues.apache.org/jira/browse/SPARK-38903
Project:
Xinrong Meng created SPARK-38890:
Summary: Implement `ignore_index` of `DataFrame.sort_index`.
Key: SPARK-38890
URL: https://issues.apache.org/jira/browse/SPARK-38890
Project: Spark
Issue
Xinrong Meng created SPARK-38880:
Summary: Implement `numeric_only` parameter of `GroupBy.max/min`
Key: SPARK-38880
URL: https://issues.apache.org/jira/browse/SPARK-38880
Project: Spark
Xinrong Meng created SPARK-38863:
Summary: Implement `skipna` parameter of `DataFrame.all`
Key: SPARK-38863
URL: https://issues.apache.org/jira/browse/SPARK-38863
Project: Spark
Issue Type:
Xinrong Meng created SPARK-38837:
Summary: Implement `dropna` parameter of
`SeriesGroupBy.value_counts`
Key: SPARK-38837
URL: https://issues.apache.org/jira/browse/SPARK-38837
Project: Spark
Xinrong Meng created SPARK-38793:
Summary: Support `return_indexer` parameter of
`Index/MultiIndex.sort_values`
Key: SPARK-38793
URL: https://issues.apache.org/jira/browse/SPARK-38793
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-38763?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17517719#comment-17517719
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Xinrong Meng commented on SPARK-38763:
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[~bjornjorgensen] For sure :) The fix is in Spark 3.3
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Xinrong Meng commented on SPARK-38763:
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I will backport the fix after approved and merged.
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Xinrong Meng edited comment on SPARK-38763 at 4/1/22 11:56 PM:
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Hi
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https://issues.apache.org/jira/browse/SPARK-38766?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xinrong Meng resolved SPARK-38766.
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Resolution: Duplicate
> Support lambda `column` parameter of `DataFrame.rename`
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https://issues.apache.org/jira/browse/SPARK-38763?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17516172#comment-17516172
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Xinrong Meng commented on SPARK-38763:
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Hi [~bjornjorgensen], thanks for raising that!
The
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https://issues.apache.org/jira/browse/SPARK-38766?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17516173#comment-17516173
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Xinrong Meng commented on SPARK-38766:
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I am working on that.
> Support lambda `column` parameter
Xinrong Meng created SPARK-38766:
Summary: Support lambda `column` parameter of `DataFrame.rename`
Key: SPARK-38766
URL: https://issues.apache.org/jira/browse/SPARK-38766
Project: Spark
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