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Posted to reviews@spark.apache.org by zhengruifeng <gi...@git.apache.org> on 2016/12/06 12:26:46 UTC
[GitHub] spark pull request #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.clas...
GitHub user zhengruifeng opened a pull request:
https://github.com/apache/spark/pull/16171
[SPARK-18739][ML][PYSPARK] Models in pyspark.classification support setXXXCol methods
## What changes were proposed in this pull request?
1, add `setFeaturesCol` and `setPredictionCol` in class `JavaPredictionModel`
2, add `setRawPredictionCol` in class `JavaClassificationModel`
3, create class `JavaProbabilisticClassificationModel` inherit `JavaClassificationModel`, and add `setProbabilityCol` in it
4, `LogisticRegressionModel`, `DecisionTreeClassificationModel`, `RandomForestClassificationModel` and `NaiveBayesModel` inherit `JavaProbabilisticClassificationModel`
5, `GBTClassificationModel` and `MultilayerPerceptronClassificationModel` inherit `JavaClassificationModel`
6, `OneVsRestModel` inherit `JavaModel`, and add `setFeaturesCol` and `setPredictionCol` method.
## How was this patch tested?
existing tests and added tests
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/zhengruifeng/spark py_clf_model_setcol
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/16171.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #16171
----
commit 37fedfd975bb38015df6b7f318667162d0d225f0
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2016-11-22T02:24:51Z
create pr
commit b9533f6ee0ac54e3a4922b10e25fe3580e831f90
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2016-11-22T09:19:43Z
add test
commit 44cdaa50aa9e263e534f782c4c0474edae0391d7
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2016-11-30T11:24:31Z
update version
commit e24169db76268bc847338e2b8790c03aa871da24
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2016-12-06T11:36:40Z
add ovrm
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK][WIP] Classification and regre...
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...
Posted by srowen <gi...@git.apache.org>.
Github user srowen commented on the issue:
https://github.com/apache/spark/pull/16171
Hm, isn't this the third or fourth PR adding these setters to ML classes? As I said on the last one, we do not want to keep opening different issues to address quite logically related concerns. I would not merge this until you've assessed whether there are any other setter related issues you think need attention. In fact you can close this or mark it as WIP
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[GitHub] spark pull request #16171: [SPARK-18739][ML][PYSPARK] Classification and reg...
Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/16171#discussion_r101896246
--- Diff: python/pyspark/ml/wrapper.py ---
@@ -20,12 +20,14 @@
if sys.version >= '3':
xrange = range
+from pyspark import since, keyword_only
from pyspark import SparkContext
from pyspark.sql import DataFrame
from pyspark.ml import Estimator, Transformer, Model
from pyspark.ml.param import Params
from pyspark.ml.util import _jvm
from pyspark.ml.common import inherit_doc, _java2py, _py2java
+from pyspark.ml.param.shared import *
--- End diff --
Could we avoid an wild card import if it does not require many if more commits should be pushed?
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK][WIP] Classification and regre...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16171
**[Test build #69775 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69775/consoleFull)** for PR 16171 at commit [`a0dc2c8`](https://github.com/apache/spark/commit/a0dc2c8342df4040b1cd9c5c1827271bbe22278f).
* This patch **fails Python style tests**.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:
* `class JavaClassificationModel(JavaPredictionModel, HasRawPredictionCol):`
* `class JavaProbabilisticClassificationModel(JavaClassificationModel, HasProbabilityCol):`
* `class OneVsRestModel(JavaModel, OneVsRestParams, HasFeaturesCol, HasPredictionCol,`
* `class AFTSurvivalRegressionModel(JavaModel, HasFeaturesCol, HasPredictionCol,`
* `class JavaPredictionModel(HasFeaturesCol, HasPredictionCol):`
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK][WIP] Classification and regre...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/16171
**[Test build #69775 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69775/consoleFull)** for PR 16171 at commit [`a0dc2c8`](https://github.com/apache/spark/commit/a0dc2c8342df4040b1cd9c5c1827271bbe22278f).
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Classification and regression...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16171
**[Test build #73137 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/73137/testReport)** for PR 16171 at commit [`f2c71c7`](https://github.com/apache/spark/commit/f2c71c70a3b61ecc61c01b4db3e2a56598adbc51).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Classification and regression...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16171
**[Test build #72482 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72482/testReport)** for PR 16171 at commit [`bc85645`](https://github.com/apache/spark/commit/bc856454c7826cec4e3761352cd68e058e6a90ec).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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https://github.com/apache/spark/pull/16171
**[Test build #72482 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72482/testReport)** for PR 16171 at commit [`bc85645`](https://github.com/apache/spark/commit/bc856454c7826cec4e3761352cd68e058e6a90ec).
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[GitHub] spark pull request #16171: [SPARK-18739][ML][PYSPARK] Classification and reg...
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on a diff in the pull request:
https://github.com/apache/spark/pull/16171#discussion_r101937841
--- Diff: python/pyspark/ml/wrapper.py ---
@@ -20,12 +20,14 @@
if sys.version >= '3':
xrange = range
+from pyspark import since, keyword_only
from pyspark import SparkContext
from pyspark.sql import DataFrame
from pyspark.ml import Estimator, Transformer, Model
from pyspark.ml.param import Params
from pyspark.ml.util import _jvm
from pyspark.ml.common import inherit_doc, _java2py, _py2java
+from pyspark.ml.param.shared import *
--- End diff --
@HyukjinKwon Thanks for pointing this out. I will modify this place.
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK][WIP] Classification and regre...
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**[Test build #73137 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/73137/testReport)** for PR 16171 at commit [`f2c71c7`](https://github.com/apache/spark/commit/f2c71c70a3b61ecc61c01b4db3e2a56598adbc51).
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[GitHub] spark pull request #16171: [SPARK-18739][ML][PYSPARK] Classification and reg...
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng closed the pull request at:
https://github.com/apache/spark/pull/16171
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Classification and regression...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16171
**[Test build #71911 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71911/testReport)** for PR 16171 at commit [`b6dd52c`](https://github.com/apache/spark/commit/b6dd52cda34051e5e76df55a76ff83d57fb8a51b).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Classification and regression...
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16171
@jkbradley Could you please to make a pass?
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16171
@srowen No, I think this maybe the third of five PR. Distinct from the first two PRs which only deal with the overlook, the PR modify the hierarchy of classification `Model`s in the python side. With regard to clustering and features, I suggest that we first change the hierarchy in the scala side: add some abstract classes like `ClusteringModel`, `ProbabilisticClusteringModel`, `FeatureModel`. And then modify pyspark to keep it in line with it. Otherwise we need to manually add setXXXCol methods one by one, like what we do now. I think the modifications in clustering and features are big enough to derserve a single JIRA.
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...
Posted by SparkQA <gi...@git.apache.org>.
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* This patch **fails PySpark unit tests**.
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It is out of date, and I will close it
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@holdenk @MLnick Can you help reveiwing this?
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* This patch passes all tests.
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cc @yanboliang @sethah @jkbradley
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