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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2021/09/12 01:27:35 UTC
[GitHub] [spark] dgd-contributor opened a new pull request #33968: [SPARK-36722][PYTHON] Fix update a series by another in same frame
dgd-contributor opened a new pull request #33968:
URL: https://github.com/apache/spark/pull/33968
### What changes were proposed in this pull request?
Fix update a series by another in same frame
also add test for update series by one in diff frame
### Why are the changes needed?
Fix update a series by another in same frame
### Does this PR introduce _any_ user-facing change?
Before
```python
>>> psdf = ps.DataFrame(
... {"a": [None, 2, 3, 4, 5, 6, 7, 8, None], "b": [None, 5, None, 3, 2, 1, None, 0, 0]},
... )
>>> psdf
a b
0 NaN NaN
1 2.0 5.0
2 3.0 NaN
3 4.0 3.0
4 5.0 2.0
5 6.0 1.0
6 7.0 NaN
7 8.0 0.0
8 NaN 0.0
>>> psdf.a.update(psdf.b)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/dgd/spark/python/pyspark/pandas/series.py", line 4551, in update
combined = combine_frames(self._psdf, other._psdf, how="leftouter")
File "/Users/dgd/spark/python/pyspark/pandas/utils.py", line 141, in combine_frames
assert not same_anchor(
AssertionError: We don't need to combine. `this` and `that` are same.
>>>
```
After
```python
>>> psdf = ps.DataFrame(
... {"a": [None, 2, 3, 4, 5, 6, 7, 8, None], "b": [None, 5, None, 3, 2, 1, None, 0, 0]},
... )
>>> psdf
a b
0 NaN NaN
1 2.0 5.0
2 3.0 NaN
3 4.0 3.0
4 5.0 2.0
5 6.0 1.0
6 7.0 NaN
7 8.0 0.0
8 NaN 0.0
>>> psdf.a.update(psdf.b)
>>> psdf
a b
0 NaN NaN
1 5.0 5.0
2 3.0 NaN
3 3.0 3.0
4 2.0 2.0
5 1.0 1.0
6 7.0 NaN
7 0.0 0.0
8 0.0 0.0
>>>
```
### How was this patch tested?
unit tests
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[GitHub] [spark] SparkQA commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-918792253
**[Test build #143237 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/143237/testReport)** for PR 33968 at commit [`da09691`](https://github.com/apache/spark/commit/da09691b9412e6b530e61fb362e3ade23cd1c8e2).
* This patch **fails PySpark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] SparkQA commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-918818647
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[GitHub] [spark] ueshin commented on a change in pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
ueshin commented on a change in pull request #33968:
URL: https://github.com/apache/spark/pull/33968#discussion_r707770623
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
Review comment:
We should alias the `scol` with the original name?
`scol = ... .alias(self._internal.data_spark_column_names[0])`
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[GitHub] [spark] ueshin commented on a change in pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
ueshin commented on a change in pull request #33968:
URL: https://github.com/apache/spark/pull/33968#discussion_r707765957
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
+ internal = self._psdf._internal.with_new_spark_column(
+ self._column_label, scol # TODO: dtype?
+ )
+ self._psdf._update_internal_frame(internal.resolved_copy)
Review comment:
Could you also modify tests to check above?
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
+ internal = self._psdf._internal.with_new_spark_column(
+ self._column_label, scol # TODO: dtype?
+ )
+ self._psdf._update_internal_frame(internal.resolved_copy)
Review comment:
I don't think we need `resolved_copy` to keep the anchor same.
It also fixes the issue below:
```py
>>> pdf = pd.DataFrame(
... {"a": [None, 2, 3, 4, 5, 6, 7, 8, None], "b": [None, 5, None, 3, 2, 1, None, 0, 0]},
... )
>>> pser = pdf.a
>>> pser.update(pdf.b)
>>> pser
0 NaN
1 5.0
2 3.0
3 3.0
4 2.0
5 1.0
6 7.0
7 0.0
8 0.0
Name: a, dtype: float64
```
whereas:
```py
>>> psdf = ps.from_pandas(pdf)
>>> psser = psdf.a
>>> psser.update(psdf.b)
>>> psser
0 NaN
1 2.0
2 3.0
3 4.0
4 5.0
5 6.0
6 7.0
7 8.0
8 NaN
Name: a, dtype: float64
```
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[GitHub] [spark] dgd-contributor commented on pull request #33968: [SPARK-36722][PYTHON] Fix update a series by another in same frame
Posted by GitBox <gi...@apache.org>.
dgd-contributor commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-917526007
FYI @HyukjinKwon @ueshin @itholic @xinrong-databricks
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[GitHub] [spark] dgd-contributor commented on a change in pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
dgd-contributor commented on a change in pull request #33968:
URL: https://github.com/apache/spark/pull/33968#discussion_r707894902
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
+ internal = self._psdf._internal.with_new_spark_column(
+ self._column_label, scol # TODO: dtype?
+ )
+ self._psdf._update_internal_frame(internal.resolved_copy)
Review comment:
yeah, thank you, done.
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[GitHub] [spark] ueshin commented on a change in pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
ueshin commented on a change in pull request #33968:
URL: https://github.com/apache/spark/pull/33968#discussion_r707770623
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
Review comment:
We should alias the `scol` with the original name?
`scol = ... .alias(self._psdf._internal.spark_column_name_for(self._column_label))`
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Can one of the admins verify this patch?
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/33968#issuecomment-917749314
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[GitHub] [spark] HyukjinKwon commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-917743690
ok to test
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**[Test build #143181 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/143181/testReport)** for PR 33968 at commit [`024fc28`](https://github.com/apache/spark/commit/024fc288aff44211a9ec606c14c71bece495ef40).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] ueshin closed pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
ueshin closed pull request #33968:
URL: https://github.com/apache/spark/pull/33968
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[GitHub] [spark] dgd-contributor commented on a change in pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
dgd-contributor commented on a change in pull request #33968:
URL: https://github.com/apache/spark/pull/33968#discussion_r707894293
##########
File path: python/pyspark/pandas/series.py
##########
@@ -4548,22 +4548,31 @@ def update(self, other: "Series") -> None:
if not isinstance(other, Series):
raise TypeError("'other' must be a Series")
- combined = combine_frames(self._psdf, other._psdf, how="leftouter")
+ if same_anchor(self, other):
+ scol = F.when(other.spark.column.isNotNull(), other.spark.column).otherwise(
+ self.spark.column
+ )
Review comment:
thanks , updated
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[GitHub] [spark] ueshin commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
Posted by GitBox <gi...@apache.org>.
ueshin commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-920258671
Thanks! merging to master/3.2
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Can one of the admins verify this patch?
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[GitHub] [spark] AmplabJenkins commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
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[GitHub] [spark] SparkQA commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
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SparkQA commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-917762973
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[GitHub] [spark] SparkQA commented on pull request #33968: [SPARK-36722][PYTHON] Fix Series.update with another in same frame
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SparkQA commented on pull request #33968:
URL: https://github.com/apache/spark/pull/33968#issuecomment-918813479
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**[Test build #143237 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/143237/testReport)** for PR 33968 at commit [`da09691`](https://github.com/apache/spark/commit/da09691b9412e6b530e61fb362e3ade23cd1c8e2).
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