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Great! Thanks all
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Thanks! merging to master/2.3.
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LGTM, pending Jenkins.
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@HyukjinKwon Thanks, I'll take another look soon.
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To be clear (as I was reviewing this too), I am okay with going ahead,
@ueshin if this looks good to you.
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retest this please
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ok to test
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Can one of the admins verify this patch?
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@HyukjinKwon no worries, I understand. We gotta be 100% thorough here.
Thanks for the help
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Will take another look soon tomorrow. Sorry that is getting delayed again
and again but I just realised this code path is a little bit tricky ..
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Github user gberger commented on the issue:
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Good catch @HyukjinKwon! I reverted those changes and added a test to cover
this regression.
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Github user gberger commented on the issue:
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@HyukjinKwon done, with test added.
```
>>> spark.createDataFrame(spark.sparkContext.parallelize([[None, 1], ["a",
None], [1, 1]]), schema=["a", "b"], samplingRatio=0.99)
Traceback
Github user HyukjinKwon commented on the issue:
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Can we set the `names` for `_createFromRDD` -> `_inferSchema` too?:
```python
>>> spark.createDataFrame(spark.sparkContext.parallelize([[None, 1], ["a",
None], [1, 1]]), schema=["a",
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Fixed
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Oh, will double check too for sure shortly.
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Friendly ping -- I've fixed that @ueshin.
Is there anything else I should look at to get this to be merged?
/cc @HyukjinKwon
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Hi all,
I have changed the error message to be like #18521. Here are some examples:
```
_merge_type(
StructType([StructField("f1", ArrayType(MapType(StringType(),
LongTy
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Maybe a more performant way to do the path in the error message would be to
propagate it *up* the stack via try/catching the errors and adding the paths as
it goes.
But this way seems reall
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Hey all,
## Error message
I revamped the error message and made it "recursive" similar to
@HyukjinKwon. Here's an example:
```
>>> _merge_type(
...
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D'oh, you mean performance regression test. Manual tests should be fine.
When you share some codes you ran, maybe we can double check.
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I think you can add a new test case somewhere around here -
https://github.com/apache/spark/blob/master/python/pyspark/sql/tests.py#L1724
maybe dealing with some combinations of `StructType`, `M
Github user gberger commented on the issue:
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For sure @ueshin, I will add tests.
@HyukjinKwon understood!
How do we go about testing performance regression?
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@gberger, BTW, just to be clear, IIRC the type inference and merging code
path here are shared for other data types, for example, dict, namedtuple, row
and etc.
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Thanks @ueshin. Yup, +1 for adding some tests.
I just wonder if we could have a similar form of error message in type
verification. I remember I fixed a similar issue for type verificati
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Can you add tests for this?
Maybe we need some tests for simple case and some nested type cases.
I'd also cc @HyukjinKwon. Thanks.
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Jenkins, retest this please.
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@ueshin I think this build fail was an outage, can we retest?
Could not load hsdis-amd64.so; library not loadable; PrintAssembly is
disabled
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Jenkins, retest this please
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