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Yanbo Liang updated SPARK-13429:
Description: In order to provide better and consistent result, let's change
the default value of
Yanbo Liang created SPARK-13429:
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Summary: Unify Logistic Regression convergence tolerance of ML &
MLlib
Key: SPARK-13429
URL: https://issues.apache.org/jira/browse/SPARK-13429
Project: Spark
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Yanbo Liang updated SPARK-13379:
Description:
We should correct MLlib LogisticRegressionWithLBFGS regularization map as:
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Yanbo Liang updated SPARK-13379:
Description:
We should correct MLlib LogisticRegressionWithLBFGS regularization map as:
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Yanbo Liang updated SPARK-13379:
Description:
We should correct MLlib LogisticRegressionWithLBFGS regularization mapping as:
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Yanbo Liang updated SPARK-13379:
Description:
We should correct MLlib LogisticRegressionWithLBFGS regParam setting as:
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Yanbo Liang updated SPARK-13379:
Description:
We should correct MLlib LogisticRegressionWithLBFGS regularization setting as:
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Yanbo Liang updated SPARK-13379:
Description: MLlib LogisticRegressionWithLBFGS set regularization
incorrectly, we should (was:
Yanbo Liang created SPARK-13389:
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Summary: SparkR support first/last with ignore NAs
Key: SPARK-13389
URL: https://issues.apache.org/jira/browse/SPARK-13389
Project: Spark
Issue Type:
Yanbo Liang created SPARK-13379:
---
Summary: MLlib LogisticRegressionWithLBFGS set regularization
incorrectly
Key: SPARK-13379
URL: https://issues.apache.org/jira/browse/SPARK-13379
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-13372?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-13372:
Description: At SPARK-8700 we implemented disable feature scaling by
penalizing each component
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https://issues.apache.org/jira/browse/SPARK-13322?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15152046#comment-15152046
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Yanbo Liang commented on SPARK-13322:
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I will start to write code after SPARK-13295 get merged.
>
Yanbo Liang created SPARK-13372:
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Summary: ML LogisticRegression behaves incorrectly when
standardization = false && regParam = 0.0
Key: SPARK-13372
URL: https://issues.apache.org/jira/browse/SPARK-13372
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Yanbo Liang updated SPARK-13322:
Description:
This bug is reported by Stuti Awasthi.
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Yanbo Liang updated SPARK-13322:
Description:
This bug is reported by Stuti Awasthi.
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Yanbo Liang updated SPARK-13322:
Description:
This bug is reported by Stuti Awasthi.
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Yanbo Liang updated SPARK-13322:
Summary: AFTSurvivalRegression should support feature standardization
(was: AFTSurvivalRegression
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Yanbo Liang updated SPARK-13334:
Summary: ML KMeansModel/BisectingKMeansModel/QuantileDiscretizerModel
should be set parent (was:
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Yanbo Liang updated SPARK-13334:
Summary: ML KMeansModel/BisectingKMeansModel should be set parent (was: ML
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Yanbo Liang updated SPARK-13334:
Description:
ML KMeansModel / BisectingKMeansModel / QuantileDiscretizer should be set
parent.
I
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Yanbo Liang updated SPARK-13334:
Description:
ML KMeansModel / BisectingKMeansModel / QuantileDiscretizer should be set
parent.
I
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Yanbo Liang updated SPARK-13334:
Description:
ML KMeansModel / BisectingKMeansModel / QuantileDiscretizer should be set
parent.
I
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Yanbo Liang updated SPARK-13334:
Description:
ML KMeansModel / BisectingKMeansModel / QuantileDiscretizer should be set
parent.
I
Yanbo Liang created SPARK-13334:
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Summary: ML KMeansModel / BisectingKMeansModel should be set parent
Key: SPARK-13334
URL: https://issues.apache.org/jira/browse/SPARK-13334
Project: Spark
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Yanbo Liang commented on SPARK-13322:
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I will send a PR for this issue, please assign it to me.
Yanbo Liang created SPARK-13322:
---
Summary: AFTSurvivalRegression should handle lossSum infinity
Key: SPARK-13322
URL: https://issues.apache.org/jira/browse/SPARK-13322
Project: Spark
Issue
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Yanbo Liang commented on SPARK-8000:
[~hyukjin.kwon] I'm not working on this issue now, please feel
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Yanbo Liang updated SPARK-12811:
Comment: was deleted
(was: Should we put it under a new folder named "ml/glm"?)
> Estimator
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Yanbo Liang updated SPARK-13153:
Affects Version/s: (was: 1.6.0)
> PySpark ML persistence failed when handle no default value
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Yanbo Liang commented on SPARK-12811:
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Should we put it under a new folder named "ml/glm"?
>
Yanbo Liang created SPARK-13032:
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Summary: Basic ML Pipeline export/import functions for PySpark
Key: SPARK-13032
URL: https://issues.apache.org/jira/browse/SPARK-13032
Project: Spark
Issue
Yanbo Liang created SPARK-13033:
---
Summary: PySpark regression support export/import
Key: SPARK-13033
URL: https://issues.apache.org/jira/browse/SPARK-13033
Project: Spark
Issue Type: Sub-task
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Yanbo Liang commented on SPARK-13034:
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Hi Miao,
Please feel free to take this one, thanks! I think
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Yanbo Liang edited comment on SPARK-13010 at 1/27/16 11:09 AM:
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There are
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Yanbo Liang edited comment on SPARK-13010 at 1/27/16 11:09 AM:
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There are
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Yanbo Liang commented on SPARK-13010:
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There are two issues that we should discuss:
1, Support
Yanbo Liang created SPARK-13034:
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Summary: PySpark ml.classification support export/import
Key: SPARK-13034
URL: https://issues.apache.org/jira/browse/SPARK-13034
Project: Spark
Issue Type:
Yanbo Liang created SPARK-13035:
---
Summary: PySpark ml.clustering support export/import
Key: SPARK-13035
URL: https://issues.apache.org/jira/browse/SPARK-13035
Project: Spark
Issue Type:
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Yanbo Liang commented on SPARK-11560:
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[~yuhaoyan] I think the first step is to use BLAS Level 3
Yanbo Liang created SPARK-13038:
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Summary: PySpark ml.pipeline support export/import
Key: SPARK-13038
URL: https://issues.apache.org/jira/browse/SPARK-13038
Project: Spark
Issue Type: Sub-task
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Yanbo Liang updated SPARK-13033:
Summary: PySpark ml.regression support export/import (was: PySpark
regression support
Yanbo Liang created SPARK-13037:
---
Summary: PySpark ml.recommendation support export/import
Key: SPARK-13037
URL: https://issues.apache.org/jira/browse/SPARK-13037
Project: Spark
Issue Type:
Yanbo Liang created SPARK-13036:
---
Summary: PySpark ml.feature support export/import
Key: SPARK-13036
URL: https://issues.apache.org/jira/browse/SPARK-13036
Project: Spark
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SPARK-12974?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-12974:
Component/s: PySpark
ML
> Add Python API for spark.ml bisecting k-means
>
Yanbo Liang created SPARK-12974:
---
Summary: Add Python API for spark.ml bisecting k-means
Key: SPARK-12974
URL: https://issues.apache.org/jira/browse/SPARK-12974
Project: Spark
Issue Type:
Yanbo Liang created SPARK-12962:
---
Summary: PySpark support covar_samp and covar_pop
Key: SPARK-12962
URL: https://issues.apache.org/jira/browse/SPARK-12962
Project: Spark
Issue Type:
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Yanbo Liang updated SPARK-12905:
Priority: Minor (was: Trivial)
> PCAModel return eigenvalues for PySpark
>
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Yanbo Liang updated SPARK-12905:
Priority: Trivial (was: Minor)
> PCAModel return eigenvalues for PySpark
>
Yanbo Liang created SPARK-12905:
---
Summary: PCAModel return eigenvalues for PySpark
Key: SPARK-12905
URL: https://issues.apache.org/jira/browse/SPARK-12905
Project: Spark
Issue Type:
Yanbo Liang created SPARK-12903:
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Summary: Add covar_samp and covar_pop for SparkR
Key: SPARK-12903
URL: https://issues.apache.org/jira/browse/SPARK-12903
Project: Spark
Issue Type:
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Yanbo Liang updated SPARK-12664:
Priority: Major (was: Minor)
> Expose raw prediction scores in
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Yanbo Liang commented on SPARK-12664:
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cc [~avulanov] [~mengxr]
> Expose raw prediction scores in
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Yanbo Liang updated SPARK-12664:
Component/s: (was: MLlib)
> Expose raw prediction scores in
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Yanbo Liang commented on SPARK-12664:
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I vote this as an important feature.
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Yanbo Liang updated SPARK-12645:
Description: Add hash function for SparkR (was: SparkR add function hash
for DataFrame)
> SparkR
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Yanbo Liang updated SPARK-12645:
Summary: SparkR add function hash (was: SparkR add function hash)
> SparkR add function hash
>
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Yanbo Liang updated SPARK-12645:
Summary: SparkR support hash function (was: SparkR add function hash )
> SparkR support hash
Yanbo Liang created SPARK-12645:
---
Summary: SparkR add function hash
Key: SPARK-12645
URL: https://issues.apache.org/jira/browse/SPARK-12645
Project: Spark
Issue Type: Improvement
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https://issues.apache.org/jira/browse/SPARK-9835?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15080618#comment-15080618
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Yanbo Liang commented on SPARK-9835:
[~mengxr] Are you working on this issue? If you are not working
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Yanbo Liang updated SPARK-12603:
Description: PySpark MLlib GaussianMixtureModel should support single
instance predict/predictSoft
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Yanbo Liang updated SPARK-12603:
Description: PySpark MLlib GaussianMixtureModel should support single
instance predict/predictSoft
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https://issues.apache.org/jira/browse/SPARK-12603?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-12603:
Description: PySpark MLlib GaussianMixtureModel should support single
instance
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Yanbo Liang updated SPARK-12603:
Summary: PySpark MLlib GaussianMixtureModel should support single instance
predict/predictSoft
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Yanbo Liang updated SPARK-12603:
Component/s: PySpark
> PySpark MLlib GaussianMixtureModel should support single instance
>
Yanbo Liang created SPARK-12603:
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Summary: MLlib GaussianMixtureModel should support single instance
predict/predictSoft
Key: SPARK-12603
URL: https://issues.apache.org/jira/browse/SPARK-12603
Project:
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Yanbo Liang closed SPARK-12597.
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Resolution: Duplicate
> Use udf to replace callUDF for ML
> -
>
>
Yanbo Liang created SPARK-12597:
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Summary: Use udf replace callUDF for ML
Key: SPARK-12597
URL: https://issues.apache.org/jira/browse/SPARK-12597
Project: Spark
Issue Type: Improvement
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Yanbo Liang updated SPARK-12597:
Description: callUDF has been deprecated and will be removed in Spark 2.0.
We should replace the
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Yanbo Liang updated SPARK-12597:
Summary: Use udf to replace callUDF for ML (was: Use udf replace callUDF
for ML)
> Use udf to
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https://issues.apache.org/jira/browse/SPARK-11939?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15070816#comment-15070816
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Yanbo Liang commented on SPARK-11939:
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[~josephkb]
I have implemented
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Yanbo Liang updated SPARK-11939:
Issue Type: Umbrella (was: Sub-task)
Parent: (was: SPARK-11937)
> PySpark support
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Yanbo Liang edited comment on SPARK-12494 at 12/24/15 10:15 AM:
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Yanbo Liang edited comment on SPARK-12494 at 12/24/15 10:14 AM:
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Yanbo Liang commented on SPARK-12494:
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[~anandr...@gmail.com]
Can this issue be reproduced? It looks
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Yanbo Liang commented on SPARK-12461:
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I can work on it.
> Add ExpressionDescription to math
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Yanbo Liang updated SPARK-12461:
Comment: was deleted
(was: I can work on it.)
> Add ExpressionDescription to math functions
>
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Yanbo Liang commented on SPARK-12363:
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{quote}
Does it improve if you increase the number of
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Yanbo Liang edited comment on SPARK-12363 at 12/17/15 9:19 AM:
---
{quote}
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Yanbo Liang edited comment on SPARK-12363 at 12/17/15 9:20 AM:
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{quote}
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Yanbo Liang updated SPARK-12393:
Issue Type: Sub-task (was: New Feature)
Parent: SPARK-12144
> Add read.text and
Yanbo Liang created SPARK-12393:
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Summary: Add read.text and write.text for SparkR
Key: SPARK-12393
URL: https://issues.apache.org/jira/browse/SPARK-12393
Project: Spark
Issue Type: New
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https://issues.apache.org/jira/browse/SPARK-11478?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15061371#comment-15061371
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Yanbo Liang commented on SPARK-11478:
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[~wjur] I'm not working on this. You can work on it if you
Yanbo Liang created SPARK-12364:
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Summary: Add ML example for SparkR
Key: SPARK-12364
URL: https://issues.apache.org/jira/browse/SPARK-12364
Project: Spark
Issue Type: Improvement
Yanbo Liang created SPARK-12363:
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Summary: PowerIterationClustering test case failed if we
deprecated KMeans.setRuns
Key: SPARK-12363
URL: https://issues.apache.org/jira/browse/SPARK-12363
Project:
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Yanbo Liang commented on SPARK-12363:
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After I removed [this
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Yanbo Liang edited comment on SPARK-12363 at 12/16/15 9:38 AM:
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After I
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Yanbo Liang updated SPARK-12363:
Component/s: (was: GraphX)
> PowerIterationClustering test case failed if we deprecated
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Yanbo Liang edited comment on SPARK-12363 at 12/16/15 9:40 AM:
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After I
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Yanbo Liang edited comment on SPARK-12363 at 12/16/15 9:41 AM:
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This bug is
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Yanbo Liang commented on SPARK-12363:
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cc [~mengxr] [~josephkb] [~viirya] Would you mind to take a
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https://issues.apache.org/jira/browse/SPARK-12350?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15059788#comment-15059788
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Yanbo Liang edited comment on SPARK-12350 at 12/16/15 10:15 AM:
I can
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https://issues.apache.org/jira/browse/SPARK-12350?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15059788#comment-15059788
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Yanbo Liang commented on SPARK-12350:
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I can reproduce this issue, but it not caused by ML because it
Yanbo Liang created SPARK-12310:
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Summary: Add write.json and write.parquet for SparkR
Key: SPARK-12310
URL: https://issues.apache.org/jira/browse/SPARK-12310
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-12309?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-12309:
Description: Use sqlContext from MLlibTestSparkContext rather than creating
new one for spark.ml
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https://issues.apache.org/jira/browse/SPARK-12309?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-12309:
Description: Use sqlContext from MLlibTestSparkContext rather than creating
new one for each
Yanbo Liang created SPARK-12309:
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Summary: Use sqlContext from MLlibTestSparkContext for spark.ml
test suites
Key: SPARK-12309
URL: https://issues.apache.org/jira/browse/SPARK-12309
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-11685?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-11685:
Comment: was deleted
(was: [~josephkb] I have checked thoroughly, there are no other examples we
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https://issues.apache.org/jira/browse/SPARK-11685?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15054055#comment-15054055
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Yanbo Liang commented on SPARK-11685:
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[~josephkb] I have checked thoroughly, there are no other
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https://issues.apache.org/jira/browse/SPARK-11685?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15054058#comment-15054058
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Yanbo Liang commented on SPARK-11685:
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[~josephkb] I have checked thoroughly, there are no other
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https://issues.apache.org/jira/browse/SPARK-11685?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15054056#comment-15054056
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Yanbo Liang commented on SPARK-11685:
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[~josephkb] I have checked thoroughly, there are no other
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