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[GitHub] [spark] ueshin opened a new pull request #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
ueshin opened a new pull request #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221
### What changes were proposed in this pull request?
This is to backport #28210.
This PR is adding support duplicated column names for `toPandas` with Arrow execution.
### Why are the changes needed?
When we execute `toPandas()` with Arrow execution, it fails if the column names have duplicates.
```py
>>> spark.sql("select 1 v, 1 v").toPandas()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/path/to/lib/python3.7/site-packages/pyspark/sql/dataframe.py", line 2132, in toPandas
pdf = table.to_pandas()
File "pyarrow/array.pxi", line 441, in pyarrow.lib._PandasConvertible.to_pandas
File "pyarrow/table.pxi", line 1367, in pyarrow.lib.Table._to_pandas
File "/path/to/lib/python3.7/site-packages/pyarrow/pandas_compat.py", line 653, in table_to_blockmanager
columns = _deserialize_column_index(table, all_columns, column_indexes)
File "/path/to/lib/python3.7/site-packages/pyarrow/pandas_compat.py", line 704, in _deserialize_column_index
columns = _flatten_single_level_multiindex(columns)
File "/path/to/lib/python3.7/site-packages/pyarrow/pandas_compat.py", line 937, in _flatten_single_level_multiindex
raise ValueError('Found non-unique column index')
ValueError: Found non-unique column index
```
### Does this PR introduce any user-facing change?
<!--
If yes, please clarify the previous behavior and the change this PR proposes - provide the console output, description and/or an example to show the behavior difference if possible.
If no, write 'No'.
-->
Yes, previously we will face an error above, but after this PR, we will see the result:
```py
>>> spark.sql("select 1 v, 1 v").toPandas()
v v
0 1 1
```
### How was this patch tested?
Added and modified related tests.
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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URL: https://github.com/apache/spark/pull/28221#issuecomment-613841637
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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Posted by GitBox <gi...@apache.org>.
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/28221#issuecomment-613841631
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/28221#issuecomment-613841637
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[GitHub] [spark] ueshin closed pull request #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
ueshin closed pull request #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221
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[GitHub] [spark] SparkQA commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613857065
**[Test build #121299 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121299/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
* This patch **fails due to an unknown error code, -9**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] SparkQA removed a comment on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613875533
**[Test build #121310 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121310/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/28221#issuecomment-613857183
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613907020
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613841147
**[Test build #121299 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121299/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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AmplabJenkins commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
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[GitHub] [spark] AmplabJenkins commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
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[GitHub] [spark] SparkQA commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613906700
**[Test build #121310 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121310/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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[GitHub] [spark] SparkQA commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613875533
**[Test build #121310 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121310/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
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[GitHub] [spark] ueshin commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
ueshin commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613872282
Jenkins, retest this please.
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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URL: https://github.com/apache/spark/pull/28221#issuecomment-613876150
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[GitHub] [spark] ueshin commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
ueshin commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-614210436
Thanks! merging to branch-2.4.
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[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
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AmplabJenkins removed a comment on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
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[GitHub] [spark] SparkQA commented on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613841147
**[Test build #121299 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121299/testReport)** for PR 28221 at commit [`79ede2d`](https://github.com/apache/spark/commit/79ede2d603f22dd24a034aa3ba0d51be018dc883).
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[GitHub] [spark] AmplabJenkins removed a comment on issue #28221:
[SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for
toPandas with arrow execution.
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #28221: [SPARK-31441][PYSPARK][SQL][2.4] Support duplicated column names for toPandas with arrow execution.
URL: https://github.com/apache/spark/pull/28221#issuecomment-613857183
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