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Bryan Cutler updated SPARK-23615:
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Component/s: ML
> Add maxDF Parameter to Python CountVectorizer
>
Bryan Cutler created SPARK-23615:
Summary: Add maxDF Parameter to Python CountVectorizer
Key: SPARK-23615
URL: https://issues.apache.org/jira/browse/SPARK-23615
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-21812?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16387068#comment-16387068
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Bryan Cutler commented on SPARK-21812:
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Adding SPARK-15009 as an example of how to restructure the
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Bryan Cutler commented on SPARK-23555:
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I'm working on it
> Add BinaryType support for Arrow in
Bryan Cutler created SPARK-23555:
Summary: Add BinaryType support for Arrow in PySpark
Key: SPARK-23555
URL: https://issues.apache.org/jira/browse/SPARK-23555
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-23159?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-23159:
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Description:
Update PySpark's version of Cloudpickle to match version 0.4.3. The reasons
for
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Bryan Cutler updated SPARK-23159:
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Summary: Update Cloudpickle to match version 0.4.3 (was: Update
Cloudpickle to match version
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https://issues.apache.org/jira/browse/SPARK-23360?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-23360:
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Summary: SparkSession.createDataFrame timestamps can be incorrect with
non-Arrow codepath (was:
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Bryan Cutler edited comment on SPARK-23244 at 2/8/18 8:08 PM:
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This is the
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Bryan Cutler commented on SPARK-23244:
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This is same issue as SPARK-21685 caused by pyspark not
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
Currently,
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
Currently,
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https://issues.apache.org/jira/browse/SPARK-21187?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
Currently,
Bryan Cutler created SPARK-23258:
Summary: Should not split Arrow record batches based on row count
Key: SPARK-23258
URL: https://issues.apache.org/jira/browse/SPARK-23258
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-23109?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16332698#comment-16332698
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Bryan Cutler edited comment on SPARK-23109 at 1/29/18 5:26 PM:
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I did the
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Bryan Cutler edited comment on SPARK-23109 at 1/29/18 5:25 PM:
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I did the
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Bryan Cutler commented on SPARK-23109:
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Thanks [~mlnick], yes this is done.
> ML 2.3 QA: API:
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Bryan Cutler resolved SPARK-23109.
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Resolution: Done
> ML 2.3 QA: API: Python API coverage
> ---
>
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https://issues.apache.org/jira/browse/SPARK-22711?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16338116#comment-16338116
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Bryan Cutler commented on SPARK-22711:
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Yes, normally you would not need to import inside the
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Bryan Cutler commented on SPARK-22711:
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Hi [~PrateekRM], here is your code trimmed down to where the
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Bryan Cutler edited comment on SPARK-23109 at 1/20/18 3:17 AM:
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I did the
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https://issues.apache.org/jira/browse/SPARK-23163?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16333154#comment-16333154
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Bryan Cutler commented on SPARK-23163:
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I'll do this, just a few minor things
> Sync Python ML API
Bryan Cutler created SPARK-23163:
Summary: Sync Python ML API docs with Scala
Key: SPARK-23163
URL: https://issues.apache.org/jira/browse/SPARK-23163
Project: Spark
Issue Type: Documentation
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https://issues.apache.org/jira/browse/SPARK-23109?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16332698#comment-16332698
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Bryan Cutler edited comment on SPARK-23109 at 1/20/18 3:06 AM:
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I did the
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Bryan Cutler edited comment on SPARK-23109 at 1/20/18 3:05 AM:
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I did the
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https://issues.apache.org/jira/browse/SPARK-23161?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-23161:
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Labels: starter (was: )
> Add missing APIs to Python GBTClassifier
>
Bryan Cutler created SPARK-23162:
Summary: PySpark ML LinearRegressionSummary missing r2adj
Key: SPARK-23162
URL: https://issues.apache.org/jira/browse/SPARK-23162
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-23161?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-23161:
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Priority: Minor (was: Major)
> Add missing APIs to Python GBTClassifier
>
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Bryan Cutler edited comment on SPARK-23109 at 1/20/18 3:00 AM:
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I did the
Bryan Cutler created SPARK-23161:
Summary: Add missing APIs to Python GBTClassifier
Key: SPARK-23161
URL: https://issues.apache.org/jira/browse/SPARK-23161
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-23159?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16332752#comment-16332752
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Bryan Cutler commented on SPARK-23159:
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I can work on this
> Update Cloudpickle to match version
Bryan Cutler created SPARK-23159:
Summary: Update Cloudpickle to match version 0.4.2
Key: SPARK-23159
URL: https://issues.apache.org/jira/browse/SPARK-23159
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-23109?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16332703#comment-16332703
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Bryan Cutler commented on SPARK-23109:
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[~josephkb] the image module is missing many of the get*
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Bryan Cutler commented on SPARK-23109:
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I did the following: generated HTML doc and checked for
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Bryan Cutler commented on SPARK-23109:
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[~josephkb] I can take this, thanks!
> ML 2.3 QA: API:
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https://issues.apache.org/jira/browse/SPARK-12717?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16326459#comment-16326459
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Bryan Cutler commented on SPARK-12717:
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Hi [~codlife], you can use Spark 2.2.1 which was released in
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https://issues.apache.org/jira/browse/SPARK-23030?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16320942#comment-16320942
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Bryan Cutler commented on SPARK-23030:
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I'm looking into this, will submit a WIP PR if I see an
Bryan Cutler created SPARK-23030:
Summary: Decrease memory consumption with toPandas() collection
using Arrow
Key: SPARK-23030
URL: https://issues.apache.org/jira/browse/SPARK-23030
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-21187?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
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https://issues.apache.org/jira/browse/SPARK-23018?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16319417#comment-16319417
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Bryan Cutler commented on SPARK-23018:
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I can submit a PR
> PySpark creatDataFrame causes Pandas
Bryan Cutler created SPARK-23018:
Summary: PySpark creatDataFrame causes Pandas warning of
assignment to a copy of a reference
Key: SPARK-23018
URL: https://issues.apache.org/jira/browse/SPARK-23018
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https://issues.apache.org/jira/browse/SPARK-23009?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-23009:
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Description:
When calling {{SparkSession.createDataFrame}} using a Pandas DataFrame as
input,
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https://issues.apache.org/jira/browse/SPARK-23009?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16318990#comment-16318990
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Bryan Cutler commented on SPARK-23009:
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I can put in a fix for this
> PySpark should not assume
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Bryan Cutler updated SPARK-23009:
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Description:
When calling {{SparkSession.createDataFrame}} using a Pandas DataFrame as
input,
Bryan Cutler created SPARK-23009:
Summary: PySpark should not assume Pandas cols are a basestring
type
Key: SPARK-23009
URL: https://issues.apache.org/jira/browse/SPARK-23009
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-22126?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16313833#comment-16313833
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Bryan Cutler commented on SPARK-22126:
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Hi [~bago.amirbekian], I was looking into similar pipeline
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Bryan Cutler commented on SPARK-22126:
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Thanks for taking a look [~josephkb]! I believe it's
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Bryan Cutler commented on SPARK-22126:
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Hi All, I've been following the discussions here and the
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Bryan Cutler commented on SPARK-21187:
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Hi [~icexelloss], StructType has been added on the Java
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Bryan Cutler commented on SPARK-21187:
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[~icexelloss] It looks like there is a bug in older Arrow
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https://issues.apache.org/jira/browse/SPARK-22484?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-22484:
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Component/s: PySpark
> PySpark DataFrame.write.csv(quote="") uses nullchar as quote
>
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https://issues.apache.org/jira/browse/SPARK-22534?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16254450#comment-16254450
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Bryan Cutler edited comment on SPARK-22534 at 11/15/17 11:37 PM:
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Opened
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https://issues.apache.org/jira/browse/SPARK-22534?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler resolved SPARK-22534.
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Resolution: Not A Problem
Opened by mistake
> Add integration test case to explicitly verify
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Bryan Cutler closed SPARK-22534.
> Add integration test case to explicitly verify optional validity buffer
>
Bryan Cutler created SPARK-22534:
Summary: Add integration test case to explicitly verify optional
validity buffer
Key: SPARK-22534
URL: https://issues.apache.org/jira/browse/SPARK-22534
Project:
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https://issues.apache.org/jira/browse/SPARK-22530?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16254074#comment-16254074
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Bryan Cutler commented on SPARK-22530:
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working on it
> Add ArrayType Support for working with
Bryan Cutler created SPARK-22530:
Summary: Add ArrayType Support for working with Pandas and Arrow
Key: SPARK-22530
URL: https://issues.apache.org/jira/browse/SPARK-22530
Project: Spark
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
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https://issues.apache.org/jira/browse/SPARK-22324?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16254054#comment-16254054
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Bryan Cutler commented on SPARK-22324:
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I started working on this to test out latest changes in
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https://issues.apache.org/jira/browse/SPARK-22209?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler resolved SPARK-22209.
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Resolution: Fixed
Fix Version/s: 2.3.0
Resolving this as fixed upstream by SPARK-21753,
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Bryan Cutler updated SPARK-22324:
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Description:
Arrow version 0.8.0 is slated for release in early November, but I'd like to
start
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https://issues.apache.org/jira/browse/SPARK-22147?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16237775#comment-16237775
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Bryan Cutler commented on SPARK-22147:
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Sorry, I linked the above PR to this JIRA accidentally
>
Bryan Cutler created SPARK-22417:
Summary: createDataFrame from a pandas.DataFrame reads datetime64
values as longs
Key: SPARK-22417
URL: https://issues.apache.org/jira/browse/SPARK-22417
Project:
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https://issues.apache.org/jira/browse/SPARK-22209?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16219322#comment-16219322
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Bryan Cutler commented on SPARK-22209:
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I tried the example with the latest master and did not get
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Bryan Cutler updated SPARK-22324:
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Description:
Arrow version 0.8.0 is slated for release in early November, but I'd like to
start
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https://issues.apache.org/jira/browse/SPARK-22324?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-22324:
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Description:
Arrow version 0.8.0 is slated for release in early November, but I'd like to
start
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https://issues.apache.org/jira/browse/SPARK-22323?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16213182#comment-16213182
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Bryan Cutler edited comment on SPARK-22323 at 10/20/17 8:30 PM:
Is this
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Bryan Cutler commented on SPARK-22323:
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I this meant to be a user doc?
> Design doc for different
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Bryan Cutler commented on SPARK-22323:
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Should I close SPARK-1 since it looks like the docs will
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https://issues.apache.org/jira/browse/SPARK-21750?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16213012#comment-16213012
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Bryan Cutler commented on SPARK-21750:
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Thanks [~dongjoon], I opened SPARK-22324 under the Arrow
Bryan Cutler created SPARK-22324:
Summary: Upgrade Arrow to version 0.8.0
Key: SPARK-22324
URL: https://issues.apache.org/jira/browse/SPARK-22324
Project: Spark
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SPARK-22209?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16212890#comment-16212890
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Bryan Cutler edited comment on SPARK-22209 at 10/20/17 5:01 PM:
It does
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Bryan Cutler commented on SPARK-22209:
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It does seem like a bug to me so it should be fixed, I
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Bryan Cutler commented on SPARK-22209:
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As a workaround, you could probably do the following
{code}
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Bryan Cutler commented on SPARK-22250:
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[~ferdonline] maybe SPARK-20791 would help you out when
Bryan Cutler created SPARK-1:
Summary: Add User Documentation for Working with Arrow in Spark
Key: SPARK-1
URL: https://issues.apache.org/jira/browse/SPARK-1
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-22034?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16179938#comment-16179938
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Bryan Cutler edited comment on SPARK-22034 at 9/25/17 11:18 PM:
You would
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Bryan Cutler commented on SPARK-22034:
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You would normally fit the VectorIndexer on the entire
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https://issues.apache.org/jira/browse/SPARK-12717?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16179440#comment-16179440
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Bryan Cutler commented on SPARK-12717:
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Hi [~avloss], the fix will be in Spark 2.1.2 which will be
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https://issues.apache.org/jira/browse/SPARK-19357?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16176773#comment-16176773
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Bryan Cutler commented on SPARK-19357:
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[~josephkb] I think trying to push down the parallelism to
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https://issues.apache.org/jira/browse/SPARK-22106?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16176714#comment-16176714
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Bryan Cutler commented on SPARK-22106:
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I'll submit a PR soon for this
> Remove support for
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Bryan Cutler resolved SPARK-21404.
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Resolution: Fixed
This has been merged as SPARK-21190
> Simple Vectorized Python UDFs using
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Bryan Cutler closed SPARK-21404.
> Simple Vectorized Python UDFs using Arrow
> -
>
>
Bryan Cutler created SPARK-22106:
Summary: Remove support for 0-parameter pandas_udfs
Key: SPARK-22106
URL: https://issues.apache.org/jira/browse/SPARK-22106
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-22067?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-22067:
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Description: When ArrowWriter is copying a StringType column to ArrowData,
then StringWriter
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https://issues.apache.org/jira/browse/SPARK-22067?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16172399#comment-16172399
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Bryan Cutler commented on SPARK-22067:
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I'll submit a PR for this
> ArrowWriter StringWriter not
Bryan Cutler created SPARK-22067:
Summary: ArrowWriter StringWriter not using position of ByteBuffer
holding data
Key: SPARK-22067
URL: https://issues.apache.org/jira/browse/SPARK-22067
Project:
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https://issues.apache.org/jira/browse/SPARK-19357?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-19357:
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Attachment: parallelism-verification-test.pdf
Adding a document to show verification testing for
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Bryan Cutler commented on SPARK-21190:
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Thanks [~icexelloss]. I definitely think collaboration
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https://issues.apache.org/jira/browse/SPARK-21187?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-21187:
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Description:
This is to track adding the remaining type support in Arrow Converters.
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https://issues.apache.org/jira/browse/SPARK-21190?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16156082#comment-16156082
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Bryan Cutler commented on SPARK-21190:
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I attached my PR because it had already been done and pretty
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https://issues.apache.org/jira/browse/SPARK-21926?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler updated SPARK-21926:
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Summary: Some transformers in spark.ml.feature fail when trying to
transform streaming
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https://issues.apache.org/jira/browse/SPARK-21190?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16154361#comment-16154361
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Bryan Cutler commented on SPARK-21190:
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Thanks [~ueshin], I think having an optional {{kwargs}} at
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https://issues.apache.org/jira/browse/SPARK-21190?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16150924#comment-16150924
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Bryan Cutler edited comment on SPARK-21190 at 9/1/17 5:56 PM:
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I'm good with
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https://issues.apache.org/jira/browse/SPARK-21190?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16150924#comment-16150924
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Bryan Cutler commented on SPARK-21190:
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I'm good with the API summary proposed by [~ueshin], but I'm
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https://issues.apache.org/jira/browse/SPARK-21810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler closed SPARK-21810.
> Add ML Examples for FeatureHasher
> -
>
> Key:
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https://issues.apache.org/jira/browse/SPARK-21469?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16137189#comment-16137189
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Bryan Cutler commented on SPARK-21469:
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I'm working on this
> Add doc and example for FeatureHasher
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https://issues.apache.org/jira/browse/SPARK-21810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16137188#comment-16137188
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Bryan Cutler commented on SPARK-21810:
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duplicate of SPARK-21469
> Add ML Examples for
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https://issues.apache.org/jira/browse/SPARK-21810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Bryan Cutler resolved SPARK-21810.
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Resolution: Duplicate
> Add ML Examples for FeatureHasher
> -
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https://issues.apache.org/jira/browse/SPARK-21810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16137178#comment-16137178
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Bryan Cutler commented on SPARK-21810:
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I can add these
> Add ML Examples for FeatureHasher
>
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