[jira] [Created] (SPARK-52470) Support `model.summary` when model is evicted from Spark driver memory

2025-06-13 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52470: -- Summary: Support `model.summary` when model is evicted from Spark driver memory Key: SPARK-52470 URL: https://issues.apache.org/jira/browse/SPARK-52470 Project: Spark

[jira] [Assigned] (SPARK-52470) Support `model.summary` when model is evicted from Spark driver memory

2025-06-13 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52470?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52470: -- Assignee: Weichen Xu > Support `model.summary` when model is evicted from Spark driver memory

[jira] [Resolved] (SPARK-52259) Fix Param class binary compatibility

2025-05-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52259?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52259. Fix Version/s: 4.1.0 4.0.1 Resolution: Fixed Issue resolved by pull requ

[jira] [Assigned] (SPARK-52259) Fix Param class binary compatibility

2025-05-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52259?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52259: -- Assignee: Weichen Xu > Fix Param class binary compatibility > ---

[jira] [Created] (SPARK-52259) Fix Param class binary compatibility

2025-05-21 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52259: -- Summary: Fix Param class binary compatibility Key: SPARK-52259 URL: https://issues.apache.org/jira/browse/SPARK-52259 Project: Spark Issue Type: Sub-task

[jira] [Resolved] (SPARK-52229) Improve model size estimation

2025-05-20 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52229?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52229. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50955 [https://github

[jira] [Assigned] (SPARK-52229) Improve model size estimation

2025-05-20 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52229?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52229: -- Assignee: Weichen Xu > Improve model size estimation > - > >

[jira] [Updated] (SPARK-52229) Improve model size estimation

2025-05-20 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52229?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-52229: --- Description: Improve model size estimation:   For models which contain `modelSummary`,  we shouldn

[jira] [Resolved] (SPARK-52192) MLCache loading path check

2025-05-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52192?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52192. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50923 [https://github

[jira] [Assigned] (SPARK-52192) MLCache loading path check

2025-05-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52192?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52192: -- Assignee: Weichen Xu > MLCache loading path check > -- > >

[jira] [Resolved] (SPARK-52191) Remove Java deserializer in model local path loader

2025-05-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52191?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52191. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50922 [https://github

[jira] [Assigned] (SPARK-52191) Remove Java deserializer in model local path loader

2025-05-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52191?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52191: -- Assignee: Weichen Xu > Remove Java deserializer in model local path loader >

[jira] [Created] (SPARK-52192) MLCache loading path check

2025-05-16 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52192: -- Summary: MLCache loading path check Key: SPARK-52192 URL: https://issues.apache.org/jira/browse/SPARK-52192 Project: Spark Issue Type: Sub-task Compone

[jira] [Updated] (SPARK-52191) Remove Java deserializer in model local path loader

2025-05-16 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52191?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-52191: --- Summary: Remove Java deserializer in model local path loader (was: Remove Java deserializer in mode

[jira] [Updated] (SPARK-52191) Remove Java deserializer in model local path loader

2025-05-16 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52191?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-52191: --- Description: Remove Java deserializer in model local path loader. Java deserializer is unsafe, remo

[jira] [Created] (SPARK-52191) Remove Java deserializer in model reader from local path

2025-05-16 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52191: -- Summary: Remove Java deserializer in model reader from local path Key: SPARK-52191 URL: https://issues.apache.org/jira/browse/SPARK-52191 Project: Spark Issue Ty

[jira] [Assigned] (SPARK-52122) Fix DefaultParamsReader RCE vulnerability

2025-05-16 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52122?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52122: -- Assignee: Weichen Xu > Fix DefaultParamsReader RCE vulnerability > --

[jira] [Resolved] (SPARK-52122) Fix DefaultParamsReader RCE vulnerability

2025-05-16 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52122?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52122. Fix Version/s: 4.1.0 4.0.0 Resolution: Fixed Issue resolved by pull requ

[jira] [Resolved] (SPARK-52130) Refine error message, and hide internal spark config

2025-05-15 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52130?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52130. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50894 [https://github

[jira] [Assigned] (SPARK-52130) Refine error message, and hide internal spark config

2025-05-15 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52130?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52130: -- Assignee: Weichen Xu > Refine error message, and hide internal spark config > ---

[jira] [Created] (SPARK-52130) Refine error message, and hide internal spark config

2025-05-14 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52130: -- Summary: Refine error message, and hide internal spark config Key: SPARK-52130 URL: https://issues.apache.org/jira/browse/SPARK-52130 Project: Spark Issue Type:

[jira] [Created] (SPARK-52122) Fix DefaultParamsReader RCE vulnerability

2025-05-13 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52122: -- Summary: Fix DefaultParamsReader RCE vulnerability Key: SPARK-52122 URL: https://issues.apache.org/jira/browse/SPARK-52122 Project: Spark Issue Type: Sub-task

[jira] [Resolved] (SPARK-52057) Collect Tree size limit warning messages to client

2025-05-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52057?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52057. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50848 [https://github

[jira] [Assigned] (SPARK-52057) Collect Tree size limit warning messages to client

2025-05-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52057?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52057: -- Assignee: Weichen Xu > Collect Tree size limit warning messages to client > -

[jira] [Assigned] (SPARK-52051) Enable model summary when memory control is enabled

2025-05-09 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52051?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52051: -- Assignee: Weichen Xu > Enable model summary when memory control is enabled >

[jira] [Resolved] (SPARK-52051) Enable model summary when memory control is enabled

2025-05-09 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52051?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52051. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50843 [https://github

[jira] [Created] (SPARK-52057) Collect Tree size limit warning messages to client

2025-05-09 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52057: -- Summary: Collect Tree size limit warning messages to client Key: SPARK-52057 URL: https://issues.apache.org/jira/browse/SPARK-52057 Project: Spark Issue Type: Su

[jira] [Resolved] (SPARK-52056) Disable tuning algorithm sub-models in spark connect

2025-05-09 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52056?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52056. Resolution: Not A Problem it is already disabled by default > Disable tuning algorithm sub-models

[jira] [Created] (SPARK-52056) Disable tuning algorithm sub-models in spark connect

2025-05-09 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52056: -- Summary: Disable tuning algorithm sub-models in spark connect Key: SPARK-52056 URL: https://issues.apache.org/jira/browse/SPARK-52056 Project: Spark Issue Type:

[jira] [Created] (SPARK-52051) Enable model summary when memory control is enabled

2025-05-08 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52051: -- Summary: Enable model summary when memory control is enabled Key: SPARK-52051 URL: https://issues.apache.org/jira/browse/SPARK-52051 Project: Spark Issue Type: S

[jira] [Resolved] (SPARK-52013) Fix SparkConnectClient ml_caches

2025-05-08 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-52013. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50832 [https://github

[jira] [Assigned] (SPARK-52013) Fix SparkConnectClient ml_caches

2025-05-08 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-52013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-52013: -- Assignee: Weichen Xu > Fix SparkConnectClient ml_caches > >

[jira] [Comment Edited] (SPARK-51473) ML transformed dataframe keep a reference to the model

2025-05-08 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51473?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17950265#comment-17950265 ] Weichen Xu edited comment on SPARK-51473 at 5/8/25 2:32 PM:

[jira] [Reopened] (SPARK-51473) ML transformed dataframe keep a reference to the model

2025-05-08 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51473?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reopened SPARK-51473: > ML transformed dataframe keep a reference to the model > ---

[jira] [Commented] (SPARK-51473) ML transformed dataframe keep a reference to the model

2025-05-08 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51473?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17950265#comment-17950265 ] Weichen Xu commented on SPARK-51473: I found an issue:   {code:java} model_a = esti

[jira] [Resolved] (SPARK-51974) Limit model size and per-session model cache size

2025-05-07 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51974?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51974. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50751 [https://github

[jira] [Assigned] (SPARK-51974) Limit model size and per-session model cache size

2025-05-07 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51974?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51974: -- Assignee: Weichen Xu > Limit model size and per-session model cache size > --

[jira] [Created] (SPARK-52013) Fix SparkConnectClient ml_caches

2025-05-05 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-52013: -- Summary: Fix SparkConnectClient ml_caches Key: SPARK-52013 URL: https://issues.apache.org/jira/browse/SPARK-52013 Project: Spark Issue Type: Sub-task C

[jira] [Resolved] (SPARK-51947) Model cache offloading

2025-05-05 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51947?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51947. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50752 [https://github

[jira] [Created] (SPARK-51974) Limit model size and per-session model cache size

2025-05-01 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51974: -- Summary: Limit model size and per-session model cache size Key: SPARK-51974 URL: https://issues.apache.org/jira/browse/SPARK-51974 Project: Spark Issue Type: Sub

[jira] [Resolved] (SPARK-51867) Make scala model supporting save / load against local filesystem path

2025-04-29 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51867?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51867. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50665 [https://github

[jira] [Assigned] (SPARK-51867) Make scala model supporting save / load against local filesystem path

2025-04-29 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51867?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51867: -- Assignee: Weichen Xu > Make scala model supporting save / load against local filesystem path

[jira] [Assigned] (SPARK-51873) For OneVsRest algorithm, allow using save / load to replace cache

2025-04-23 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51873?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51873: -- Assignee: Weichen Xu > For OneVsRest algorithm, allow using save / load to replace cache > --

[jira] [Resolved] (SPARK-51873) For OneVsRest algorithm, allow using save / load to replace cache

2025-04-23 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51873?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51873. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50672 [https://github

[jira] [Created] (SPARK-51873) For OneVsRest algorithm, allow using save / load to replace cache

2025-04-22 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51873: -- Summary: For OneVsRest algorithm, allow using save / load to replace cache Key: SPARK-51873 URL: https://issues.apache.org/jira/browse/SPARK-51873 Project: Spark

[jira] [Resolved] (SPARK-51856) Add API for estimate saved model size

2025-04-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51856. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50652 [https://github

[jira] [Created] (SPARK-51867) Make scala model supporting save / load against local filesystem path

2025-04-22 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51867: -- Summary: Make scala model supporting save / load against local filesystem path Key: SPARK-51867 URL: https://issues.apache.org/jira/browse/SPARK-51867 Project: Spark

[jira] [Created] (SPARK-51856) Add API for estimate saved model size

2025-04-21 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51856: -- Summary: Add API for estimate saved model size Key: SPARK-51856 URL: https://issues.apache.org/jira/browse/SPARK-51856 Project: Spark Issue Type: Sub-task

[jira] [Created] (SPARK-51666) Fix sparkStageCompleted executorRunTime metric calculation

2025-04-05 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51666: -- Summary: Fix sparkStageCompleted executorRunTime metric calculation Key: SPARK-51666 URL: https://issues.apache.org/jira/browse/SPARK-51666 Project: Spark Issu

[jira] [Updated] (SPARK-51666) Fix sparkStageCompleted executorRunTime metric calculation

2025-04-01 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51666?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-51666: --- Description: Fix sparkStageCompleted executorRunTime metric calculation: In case of when a spark ta

[jira] [Assigned] (SPARK-51666) Fix sparkStageCompleted executorRunTime metric calculation

2025-03-31 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51666?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51666: -- Assignee: Weichen Xu > Fix sparkStageCompleted executorRunTime metric calculation >

[jira] [Resolved] (SPARK-51551) For tuning algorithm, allow using save / load to replace cache

2025-03-24 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51551?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51551. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50324 [https://github

[jira] [Updated] (SPARK-51551) For tuning algorithm, allow using save / load to replace cache

2025-03-19 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51551?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-51551: --- Summary: For tuning algorithm, allow using save / load to replace cache (was: For tuning algorithm

[jira] [Created] (SPARK-51551) For tuning algorithm, allow using save / load to replace persist

2025-03-19 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51551: -- Summary: For tuning algorithm, allow using save / load to replace persist Key: SPARK-51551 URL: https://issues.apache.org/jira/browse/SPARK-51551 Project: Spark

[jira] [Resolved] (SPARK-51536) whitelist VectorAssembler

2025-03-19 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51536. Resolution: Not A Problem > whitelist VectorAssembler > - > >

[jira] [Assigned] (SPARK-51340) Model size estimation for linear classification & regression models

2025-03-19 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51340?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51340: -- Assignee: Weichen Xu > Model size estimation for linear classification & regression models >

[jira] [Resolved] (SPARK-51340) Model size estimation for linear classification & regression models

2025-03-19 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51340?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-51340. Fix Version/s: 4.1.0 Resolution: Fixed Issue resolved by pull request 50278 [https://github

[jira] [Assigned] (SPARK-51536) whitelist VectorAssembler

2025-03-17 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-51536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-51536: -- Assignee: Weichen Xu > whitelist VectorAssembler > - > >

[jira] [Created] (SPARK-51536) whitelist VectorAssembler

2025-03-17 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-51536: -- Summary: whitelist VectorAssembler Key: SPARK-51536 URL: https://issues.apache.org/jira/browse/SPARK-51536 Project: Spark Issue Type: Sub-task Componen

[jira] [Updated] (SPARK-50281) pyspark local session `spark.jars` configuration does not work

2024-11-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-50281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-50281: --- Description: pyspark local session `spark.jars` configuration does not work    Reproducing code:

[jira] [Updated] (SPARK-50281) pyspark local session `spark.jars` configuration does not work

2024-11-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-50281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-50281: --- Description: pyspark local session `spark.jars` configuration does not work    Reproducing code:

[jira] [Created] (SPARK-50281) pyspark local session `spark.jars` configuration does not work

2024-11-11 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-50281: -- Summary: pyspark local session `spark.jars` configuration does not work Key: SPARK-50281 URL: https://issues.apache.org/jira/browse/SPARK-50281 Project: Spark

[jira] [Reopened] (SPARK-49615) Feature transformers are case sensitive when unintented

2024-11-04 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49615?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reopened SPARK-49615: > Feature transformers are case sensitive when unintented > --

[jira] [Comment Edited] (SPARK-49615) Feature transformers are case sensitive when unintented

2024-10-17 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49615?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17890345#comment-17890345 ] Weichen Xu edited comment on SPARK-49615 at 10/17/24 7:13 AM:

[jira] [Commented] (SPARK-49615) Feature transformers are case sensitive when unintented

2024-10-17 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49615?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17890345#comment-17890345 ] Weichen Xu commented on SPARK-49615: [~chhavibansal]  You need to test against spar

[jira] [Assigned] (SPARK-49793) Enable PredictBatchUDFTests.test_caching for NumPy 2

2024-10-14 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49793?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-49793: -- Assignee: Weichen Xu > Enable PredictBatchUDFTests.test_caching for NumPy 2 > ---

[jira] [Resolved] (SPARK-49615) Feature transformers are case sensitive when unintented

2024-10-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49615?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-49615. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 48398 [https://github

[jira] [Assigned] (SPARK-49615) Feature transformers are case sensitive when unintented

2024-10-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-49615?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-49615: -- Assignee: Weichen Xu > Feature transformers are case sensitive when unintented >

[jira] [Resolved] (SPARK-48970) Avoid using SparkSession.getActiveSession in spark ML reader/writer

2024-07-23 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48970?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-48970. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 47453 [https://github

[jira] [Assigned] (SPARK-48970) Avoid using SparkSession.getActiveSession in spark ML reader/writer

2024-07-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48970?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-48970: -- Assignee: Weichen Xu > Avoid using SparkSession.getActiveSession in spark ML reader/writer >

[jira] [Updated] (SPARK-48970) Avoid using SparkSession.getActiveSession in spark ML reader/writer

2024-07-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48970?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-48970: --- Issue Type: Bug (was: Improvement) > Avoid using SparkSession.getActiveSession in spark ML reader/w

[jira] [Created] (SPARK-48970) Avoid using SparkSession.getActiveSession in spark ML reader/writer

2024-07-22 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-48970: -- Summary: Avoid using SparkSession.getActiveSession in spark ML reader/writer Key: SPARK-48970 URL: https://issues.apache.org/jira/browse/SPARK-48970 Project: Spark

[jira] [Assigned] (SPARK-48941) PySparkML: Replace RDD read / write API invocation with Dataframe read / write API

2024-07-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48941?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-48941: -- Assignee: Weichen Xu > PySparkML: Replace RDD read / write API invocation with Dataframe read

[jira] [Resolved] (SPARK-48941) PySparkML: Replace RDD read / write API invocation with Dataframe read / write API

2024-07-22 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48941?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-48941. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 47411 [https://github

[jira] [Created] (SPARK-48941) PySparkML: Replace RDD read / write API invocation with Dataframe read / write API

2024-07-18 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-48941: -- Summary: PySparkML: Replace RDD read / write API invocation with Dataframe read / write API Key: SPARK-48941 URL: https://issues.apache.org/jira/browse/SPARK-48941 Proje

[jira] [Assigned] (SPARK-48883) In spark ML, replace RDD read / write API invocation with Dataframe read / write API

2024-07-12 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48883?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-48883: -- Assignee: Weichen Xu > In spark ML, replace RDD read / write API invocation with Dataframe re

[jira] [Resolved] (SPARK-48883) In spark ML, replace RDD read / write API invocation with Dataframe read / write API

2024-07-12 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48883?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-48883. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 47328 [https://github

[jira] [Created] (SPARK-48883) In spark ML, replace RDD read / write API invocation with Dataframe read / write API

2024-07-12 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-48883: -- Summary: In spark ML, replace RDD read / write API invocation with Dataframe read / write API Key: SPARK-48883 URL: https://issues.apache.org/jira/browse/SPARK-48883 Proj

[jira] [Commented] (SPARK-48463) MLLib function unable to handle nested data

2024-06-21 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48463?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17856713#comment-17856713 ] Weichen Xu commented on SPARK-48463: I will try to do it this sprint. (and then cher

[jira] [Reopened] (SPARK-48463) MLLib function unable to handle nested data

2024-06-14 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reopened SPARK-48463: Assignee: Weichen Xu > MLLib function unable to handle nested data > ---

[jira] [Resolved] (SPARK-48463) MLLib function unable to handle nested data

2024-06-14 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-48463. Resolution: Not A Problem > MLLib function unable to handle nested data >

[jira] [Commented] (SPARK-48463) MLLib function unable to handle nested data

2024-06-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48463?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17854214#comment-17854214 ] Weichen Xu commented on SPARK-48463: ah got it. then it is not supported :)    as

[jira] [Commented] (SPARK-48463) MLLib function unable to handle nested data

2024-06-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48463?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17854053#comment-17854053 ] Weichen Xu commented on SPARK-48463: I think you don’t need to flatten the original

[jira] [Commented] (SPARK-48084) pyspark.ml.connect.evaluation not working in 3.5 client <> 4.0 server

2024-05-06 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48084?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17844112#comment-17844112 ] Weichen Xu commented on SPARK-48084: This test error {{pyspark.ml.connect.evaluation

[jira] [Commented] (SPARK-48083) session.copyFromLocalToFs failure with 3.5 client <> 4.0 server

2024-05-06 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-48083?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17844111#comment-17844111 ] Weichen Xu commented on SPARK-48083: this is not an issue, {{copyFromLocalToFs}} req

[jira] [Resolved] (SPARK-47663) Add an end to end tests for checking if spark task works well with resources

2024-04-02 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-47663?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-47663. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 45794 [https://github

[jira] [Assigned] (SPARK-47663) Add an end to end tests for checking if spark task works well with resources

2024-04-02 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-47663?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-47663: -- Assignee: Bobby Wang > Add an end to end tests for checking if spark task works well with res

[jira] [Resolved] (SPARK-46812) Make `mapInPandas` / mapInArrow` support ResourceProfile (Stage-Level scheduling)

2024-02-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46812?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-46812. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 44852 [https://github

[jira] [Assigned] (SPARK-46812) Make `mapInPandas` / mapInArrow` support ResourceProfile (Stage-Level scheduling)

2024-02-18 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46812?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-46812: -- Assignee: Bobby Wang > Make `mapInPandas` / mapInArrow` support ResourceProfile (Stage-Level

[jira] [Resolved] (SPARK-46361) Add spark dataset chunk read API (python only)

2024-01-05 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46361?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-46361. Resolution: Won't Do > Add spark dataset chunk read API (python only) > --

[jira] [Updated] (SPARK-46361) Add spark dataset chunk read API (python only)

2023-12-12 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46361?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-46361: --- Description: *Design doc:* h1. [https://docs.google.com/document/d/1LHzwCjm2SluHkta_08cM3jxFSgfF-ni

[jira] [Assigned] (SPARK-46361) Add spark dataset chunk read API (python only)

2023-12-12 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46361?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-46361: -- Assignee: Weichen Xu > Add spark dataset chunk read API (python only) > -

[jira] [Updated] (SPARK-46361) Add spark dataset chunk read API (python only)

2023-12-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-46361?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-46361: --- Description: *Proposed API:* {code:java} def persist_dataframe_as_chunks(dataframe: DataFrame) -> li

[jira] [Created] (SPARK-46361) Add spark dataset chunk read API (python only)

2023-12-11 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-46361: -- Summary: Add spark dataset chunk read API (python only) Key: SPARK-46361 URL: https://issues.apache.org/jira/browse/SPARK-46361 Project: Spark Issue Type: Improv

[jira] [Resolved] (SPARK-45397) Add vector assembler feature transformer

2023-10-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-45397?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu resolved SPARK-45397. Fix Version/s: 4.0.0 Resolution: Fixed Issue resolved by pull request 43199 [https://github

[jira] [Assigned] (SPARK-45397) Add vector assembler feature transformer

2023-10-11 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-45397?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu reassigned SPARK-45397: -- Assignee: Weichen Xu > Add vector assembler feature transformer > ---

[jira] [Created] (SPARK-45397) Add vector assembler feature transformer

2023-10-03 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-45397: -- Summary: Add vector assembler feature transformer Key: SPARK-45397 URL: https://issues.apache.org/jira/browse/SPARK-45397 Project: Spark Issue Type: Sub-task

[jira] [Created] (SPARK-45396) Add doc entry for `pyspark.ml.connect` module

2023-10-02 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-45396: -- Summary: Add doc entry for `pyspark.ml.connect` module Key: SPARK-45396 URL: https://issues.apache.org/jira/browse/SPARK-45396 Project: Spark Issue Type: Sub-tas

[jira] [Created] (SPARK-45130) Avoid Spark connect ML model to change input pandas dataframe

2023-09-12 Thread Weichen Xu (Jira)
Weichen Xu created SPARK-45130: -- Summary: Avoid Spark connect ML model to change input pandas dataframe Key: SPARK-45130 URL: https://issues.apache.org/jira/browse/SPARK-45130 Project: Spark Is

[jira] [Updated] (SPARK-45130) Avoid Spark connect ML model to change input pandas dataframe

2023-09-12 Thread Weichen Xu (Jira)
[ https://issues.apache.org/jira/browse/SPARK-45130?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Weichen Xu updated SPARK-45130: --- Description: Currently,  > Avoid Spark connect ML model to change input pandas dataframe > -

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