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Before

After

https://github.com/apache/spark/runs/2959035642

https://github.com/Yikun/spark/runs/2968286041

[success] Total time: 157 s (02:37), completed Jul 2, 2021 1:51:12 AM

========================================================================

Running Spark unit tests

========================================================================

Running PySpark tests

========================================================================

'PYARROW_IGNORE_TIMEZONE' environment variable was not set. It is required to set this environment variable to '1' in both driver and executor sides if you use pyarrow>=2.0.0. pandas-on-Spark will set it for you but it does not work if there is a Spark context already launched.

Running PySpark tests. Output is in /__w/spark/spark/python/unit-tests.log

Will test against the following Python executables: ['python3.6', 'python3.9', 'pypy3']

Will test the following Python modules: ['pyspark-pandas-slow']

python3.6 python_implementation is CPython

python3.6 version is: Python 3.6.13

python3.9 python_implementation is CPython

python3.9 version is: Python 3.9.5

pypy3 python_implementation is PyPy

pypy3 version is: Python 3.7.10 (7.3.5+dfsg-1~ppa1~ubuntu20.04, May 23 2021, 14:57:07)

[PyPy 7.3.5 with GCC 9.3.0]

Starting test(python3.6): pyspark.pandas.tests.indexes.test_base

Starting test(python3.6): pyspark.pandas.tests.indexes.test_datetime

Finished test(python3.6): pyspark.pandas.tests.indexes.test_datetime (239s)

Finished test(python3.6): pyspark.pandas.tests.indexes.test_datetime (225s)

Starting test(python3.6): pyspark.pandas.tests.test_dataframe

Finished test(python3.6): pyspark.pandas.tests.indexes.test_base (267s)

Finished test(python3.6): pyspark.pandas.tests.indexes.test_base (257s)

Starting test(python3.6): pyspark.pandas.tests.test_groupby

Finished test(python3.6): pyspark.pandas.tests.test_dataframe (387s) ... 3 tests were skipped

Finished test(python3.6): pyspark.pandas.tests.test_dataframe (376s) ... 3 tests were skipped

Starting test(python3.6): pyspark.pandas.tests.test_indexing

Finished test(python3.6): pyspark.pandas.tests.test_indexing (164s) ... 5 tests were skipped

Finished test(python3.6): pyspark.pandas.tests.test_groupby (518s)

Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames

Finished test(python3.6): pyspark.pandas.tests.test_groupby (524s)

Finished test(python3.6): pyspark.pandas.tests.test_indexing (174s) ... 5 tests were skipped

Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby

Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (194s)

Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (191s)

Starting test(python3.6): pyspark.pandas.tests.test_series

Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames (383s) ... 2 tests were skipped

Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames (373s) ... 2 tests were skipped

Starting test(python3.6): pyspark.pandas.tests.test_stats

Finished test(python3.6): pyspark.pandas.tests.test_series (275s) ... 2 tests were skipped

Finished test(python3.6): pyspark.pandas.tests.test_series (268s) ... 1 tests were skipped

Starting test(python3.9): pyspark.pandas.tests.indexes.test_base

Finished test(python3.6): pyspark.pandas.tests.test_stats (93s)

Finished test(python3.6): pyspark.pandas.tests.test_stats (91s)

Starting test(python3.9): pyspark.pandas.tests.indexes.test_datetime

Finished test(python3.9): pyspark.pandas.tests.indexes.test_datetime (240s)

Finished test(python3.9): pyspark.pandas.tests.indexes.test_datetime (250s)

Starting test(python3.9): pyspark.pandas.tests.test_dataframe

Finished test(python3.9): pyspark.pandas.tests.indexes.test_base (266s)

Finished test(python3.9): pyspark.pandas.tests.indexes.test_base (270s)

Starting test(python3.9): pyspark.pandas.tests.test_groupby

Finished test(python3.9): pyspark.pandas.tests.test_dataframe (355s) ... 1 tests were skipped

Finished test(python3.9): pyspark.pandas.tests.test_dataframe (364s) ... 1 tests were skipped

Starting test(python3.9): pyspark.pandas.tests.test_indexing

Finished test(python3.9): pyspark.pandas.tests.test_indexing (159s) ... 5 tests were skipped

Finished test(python3.9): pyspark.pandas.tests.test_groupby (491s)

Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames

Finished test(python3.9): pyspark.pandas.tests.test_groupby (498s)

Finished test(python3.9): pyspark.pandas.tests.test_indexing (156s) ... 5 tests were skipped

Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby

Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (203s)

Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (182s)

Starting test(python3.9): pyspark.pandas.tests.test_series

Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames (404s)

Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames (383s)

Starting test(python3.9): pyspark.pandas.tests.test_stats

Finished test(python3.9): pyspark.pandas.tests.test_series (267s) ... 1 tests were skipped

Finished test(python3.9): pyspark.pandas.tests.test_series (264s) ... 1 tests were skipped

Starting test(python3.6): pyspark.pandas.frame

Finished test(python3.9): pyspark.pandas.tests.test_stats (102s)

Finished test(python3.9): pyspark.pandas.tests.test_stats (101s)

Starting test(python3.6): pyspark.pandas.generic

Finished test(python3.6): pyspark.pandas.generic (107s)

Finished test(python3.6): pyspark.pandas.generic (109s)

Starting test(python3.6): pyspark.pandas.series

Finished test(python3.6): pyspark.pandas.series (150s)

Finished test(python3.6): pyspark.pandas.series (151s)

Starting test(python3.9): pyspark.pandas.frame

Finished test(python3.6): pyspark.pandas.frame (373s)

Finished test(python3.6): pyspark.pandas.frame (374s)

Starting test(python3.9): pyspark.pandas.generic

Finished test(python3.9): pyspark.pandas.generic (102s)

Finished test(python3.9): pyspark.pandas.generic (98s)

Starting test(python3.9): pyspark.pandas.series

Finished test(python3.9): pyspark.pandas.series (145s)

Finished test(python3.9): pyspark.pandas.series (138s)

Finished test(python3.9): pyspark.pandas.frame (344s)

Finished test(python3.9): pyspark.pandas.frame (338s)

Tests passed in 3132 seconds

Tests passed in 3083 seconds

Skipped tests in pyspark.pandas.tests.test_dataframe with python3.6:

test_astype_extension_float_dtypes (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

test_extension_float_dtypes (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

test_to_markdown (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_indexing with python3.6:

test_getitem_period_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_getitem_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc2d_duplicated_columns (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc_datetime_no_freq (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_ops_on_diff_frames with python3.6:

test_arithmetic_chain_extension_float_dtypes (pyspark.pandas.tests.test_ops_on_diff_frames.OpsOnDiffFramesEnabledTest) ... SKIP (0.000s)

test_arithmetic_extension_float_dtypes (pyspark.pandas.tests.test_ops_on_diff_frames.OpsOnDiffFramesEnabledTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_series with python3.6:

test_extension_float_dtypes (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_dataframe with python3.9:

test_to_markdown (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_indexing with python3.9:

test_getitem_period_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_getitem_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc2d_duplicated_columns (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc_datetime_no_freq (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

test_loc_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_series with python3.9:

test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

========================================================================

Running PySpark packaging tests

========================================================================

Constructing virtual env for testing

Using conda virtual environments

Testing pip installation with python 3.6

Using /tmp/tmp.mwfAxdmDS8 for virtualenv

Using /tmp/tmp.2jQ3LTvgpf for virtualenv

Collecting package metadata (current_repodata.json): ...working... done

Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.

Collecting package metadata (repodata.json): ...working... done

Solving environment: ...working... done

Différences enregistrées

Texte d'origine

Ouvrir un fichier

Before
https://github.com/apache/spark/runs/2959035642

========================================================================
Running Spark unit tests
========================================================================

========================================================================
Running PySpark tests
========================================================================
Running PySpark tests. Output is in /__w/spark/spark/python/unit-tests.log
Will test against the following Python executables: ['python3.6', 'python3.9', 'pypy3']
Will test the following Python modules: ['pyspark-pandas-slow']
python3.6 python_implementation is CPython
python3.6 version is: Python 3.6.13
python3.9 python_implementation is CPython
python3.9 version is: Python 3.9.5
pypy3 python_implementation is PyPy
pypy3 version is: Python 3.7.10 (7.3.5+dfsg-1~ppa1~ubuntu20.04, May 23 2021, 14:57:07)
[PyPy 7.3.5 with GCC 9.3.0]
Starting test(python3.6): pyspark.pandas.tests.indexes.test_base
Starting test(python3.6): pyspark.pandas.tests.indexes.test_datetime
Finished test(python3.6): pyspark.pandas.tests.indexes.test_datetime (239s)
Starting test(python3.6): pyspark.pandas.tests.test_dataframe
Finished test(python3.6): pyspark.pandas.tests.indexes.test_base (267s)
Starting test(python3.6): pyspark.pandas.tests.test_groupby
Finished test(python3.6): pyspark.pandas.tests.test_dataframe (387s) ... 3 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_indexing
Finished test(python3.6): pyspark.pandas.tests.test_indexing (164s) ... 5 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames
Finished test(python3.6): pyspark.pandas.tests.test_groupby (524s)
Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby
Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (194s)
Starting test(python3.6): pyspark.pandas.tests.test_series
Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames (383s) ... 2 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_stats
Finished test(python3.6): pyspark.pandas.tests.test_series (275s) ... 2 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.indexes.test_base
Finished test(python3.6): pyspark.pandas.tests.test_stats (93s)
Starting test(python3.9): pyspark.pandas.tests.indexes.test_datetime
Finished test(python3.9): pyspark.pandas.tests.indexes.test_datetime (240s)
Starting test(python3.9): pyspark.pandas.tests.test_dataframe
Finished test(python3.9): pyspark.pandas.tests.indexes.test_base (266s)
Starting test(python3.9): pyspark.pandas.tests.test_groupby
Finished test(python3.9): pyspark.pandas.tests.test_dataframe (355s) ... 1 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.test_indexing
Finished test(python3.9): pyspark.pandas.tests.test_indexing (159s) ... 5 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames
Finished test(python3.9): pyspark.pandas.tests.test_groupby (498s)
Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby
Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (203s)
Starting test(python3.9): pyspark.pandas.tests.test_series
Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames (404s)
Starting test(python3.9): pyspark.pandas.tests.test_stats
Finished test(python3.9): pyspark.pandas.tests.test_series (267s) ... 1 tests were skipped
Starting test(python3.6): pyspark.pandas.frame
Finished test(python3.9): pyspark.pandas.tests.test_stats (102s)
Starting test(python3.6): pyspark.pandas.generic
Finished test(python3.6): pyspark.pandas.generic (107s)
Starting test(python3.6): pyspark.pandas.series
Finished test(python3.6): pyspark.pandas.series (150s)
Starting test(python3.9): pyspark.pandas.frame
Finished test(python3.6): pyspark.pandas.frame (373s)
Starting test(python3.9): pyspark.pandas.generic
Finished test(python3.9): pyspark.pandas.generic (102s)
Starting test(python3.9): pyspark.pandas.series
Finished test(python3.9): pyspark.pandas.series (145s)
Finished test(python3.9): pyspark.pandas.frame (344s)
Tests passed in 3132 seconds

Skipped tests in pyspark.pandas.tests.test_dataframe with python3.6:
      test_astype_extension_float_dtypes (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)
      test_extension_float_dtypes (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)
      test_to_markdown (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_indexing with python3.6:
      test_getitem_period_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_getitem_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc2d_duplicated_columns (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc_datetime_no_freq (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_ops_on_diff_frames with python3.6:
      test_arithmetic_chain_extension_float_dtypes (pyspark.pandas.tests.test_ops_on_diff_frames.OpsOnDiffFramesEnabledTest) ... SKIP (0.000s)
      test_arithmetic_extension_float_dtypes (pyspark.pandas.tests.test_ops_on_diff_frames.OpsOnDiffFramesEnabledTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_series with python3.6:
      test_extension_float_dtypes (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)
      test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_dataframe with python3.9:
      test_to_markdown (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_indexing with python3.9:
      test_getitem_period_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_getitem_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc2d_duplicated_columns (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc_datetime_no_freq (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)
      test_loc_timestamp_str (pyspark.pandas.tests.test_indexing.IndexingTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_series with python3.9:
      test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

========================================================================
Running PySpark packaging tests
========================================================================
Constructing virtual env for testing
Using conda virtual environments
Testing pip installation with python 3.6
Using /tmp/tmp.mwfAxdmDS8 for virtualenv
Collecting package metadata (current_repodata.json): ...working... done
Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): ...working... done
Solving environment: ...working... done

Texte modifié

Ouvrir un fichier

After
https://github.com/Yikun/spark/runs/2968286041

[success] Total time: 157 s (02:37), completed Jul 2, 2021 1:51:12 AM

========================================================================
Running Spark unit tests
========================================================================

========================================================================
Running PySpark tests
========================================================================
'PYARROW_IGNORE_TIMEZONE' environment variable was not set. It is required to set this environment variable to '1' in both driver and executor sides if you use pyarrow>=2.0.0. pandas-on-Spark will set it for you but it does not work if there is a Spark context already launched.
Running PySpark tests. Output is in /__w/spark/spark/python/unit-tests.log
Will test against the following Python executables: ['python3.6', 'python3.9', 'pypy3']
Will test the following Python modules: ['pyspark-pandas-slow']
python3.6 python_implementation is CPython
python3.6 version is: Python 3.6.13
python3.9 python_implementation is CPython
python3.9 version is: Python 3.9.5
pypy3 python_implementation is PyPy
pypy3 version is: Python 3.7.10 (7.3.5+dfsg-1~ppa1~ubuntu20.04, May 23 2021, 14:57:07)
[PyPy 7.3.5 with GCC 9.3.0]
Starting test(python3.6): pyspark.pandas.tests.indexes.test_base
Starting test(python3.6): pyspark.pandas.tests.indexes.test_datetime
Finished test(python3.6): pyspark.pandas.tests.indexes.test_datetime (225s)
Starting test(python3.6): pyspark.pandas.tests.test_dataframe
Finished test(python3.6): pyspark.pandas.tests.indexes.test_base (257s)
Starting test(python3.6): pyspark.pandas.tests.test_groupby
Finished test(python3.6): pyspark.pandas.tests.test_dataframe (376s) ... 3 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_indexing
Finished test(python3.6): pyspark.pandas.tests.test_groupby (518s)
Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames
Finished test(python3.6): pyspark.pandas.tests.test_indexing (174s) ... 5 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby
Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (191s)
Starting test(python3.6): pyspark.pandas.tests.test_series
Finished test(python3.6): pyspark.pandas.tests.test_ops_on_diff_frames (373s) ... 2 tests were skipped
Starting test(python3.6): pyspark.pandas.tests.test_stats
Finished test(python3.6): pyspark.pandas.tests.test_series (268s) ... 1 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.indexes.test_base
Finished test(python3.6): pyspark.pandas.tests.test_stats (91s)
Starting test(python3.9): pyspark.pandas.tests.indexes.test_datetime
Finished test(python3.9): pyspark.pandas.tests.indexes.test_datetime (250s)
Starting test(python3.9): pyspark.pandas.tests.test_dataframe
Finished test(python3.9): pyspark.pandas.tests.indexes.test_base (270s)
Starting test(python3.9): pyspark.pandas.tests.test_groupby
Finished test(python3.9): pyspark.pandas.tests.test_dataframe (364s) ... 1 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.test_indexing
Finished test(python3.9): pyspark.pandas.tests.test_groupby (491s)
Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames
Finished test(python3.9): pyspark.pandas.tests.test_indexing (156s) ... 5 tests were skipped
Starting test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby
Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames_groupby (182s)
Starting test(python3.9): pyspark.pandas.tests.test_series
Finished test(python3.9): pyspark.pandas.tests.test_ops_on_diff_frames (383s)
Starting test(python3.9): pyspark.pandas.tests.test_stats
Finished test(python3.9): pyspark.pandas.tests.test_series (264s) ... 1 tests were skipped
Starting test(python3.6): pyspark.pandas.frame
Finished test(python3.9): pyspark.pandas.tests.test_stats (101s)
Starting test(python3.6): pyspark.pandas.generic
Finished test(python3.6): pyspark.pandas.generic (109s)
Starting test(python3.6): pyspark.pandas.series
Finished test(python3.6): pyspark.pandas.series (151s)
Starting test(python3.9): pyspark.pandas.frame
Finished test(python3.6): pyspark.pandas.frame (374s)
Starting test(python3.9): pyspark.pandas.generic
Finished test(python3.9): pyspark.pandas.generic (98s)
Starting test(python3.9): pyspark.pandas.series
Finished test(python3.9): pyspark.pandas.series (138s)
Finished test(python3.9): pyspark.pandas.frame (338s)
Tests passed in 3083 seconds

Skipped tests in pyspark.pandas.tests.test_series with python3.6:
      test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_dataframe with python3.9:
      test_to_markdown (pyspark.pandas.tests.test_dataframe.DataFrameTest) ... SKIP (0.000s)

Skipped tests in pyspark.pandas.tests.test_series with python3.9:
      test_to_markdown (pyspark.pandas.tests.test_series.SeriesTest) ... SKIP (0.000s)

========================================================================
Running PySpark packaging tests
========================================================================
Constructing virtual env for testing
Using conda virtual environments
Testing pip installation with python 3.6
Using /tmp/tmp.2jQ3LTvgpf for virtualenv
Collecting package metadata (current_repodata.json): ...working... done
Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): ...working... done
Solving environment: ...working... done