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Posted to issues@spark.apache.org by "Xiangrui Meng (JIRA)" <ji...@apache.org> on 2015/05/08 07:20:59 UTC
[jira] [Created] (SPARK-7474) ParamGridBuilder's doctest doesn't
show up correctly in the generated doc
Xiangrui Meng created SPARK-7474:
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Summary: ParamGridBuilder's doctest doesn't show up correctly in the generated doc
Key: SPARK-7474
URL: https://issues.apache.org/jira/browse/SPARK-7474
Project: Spark
Issue Type: Documentation
Components: Documentation, ML
Affects Versions: 1.4.0
Reporter: Xiangrui Meng
Assignee: Xiangrui Meng
{code}
>>> from classification import LogisticRegression
>>> lr = LogisticRegression()
>>> output = ParamGridBuilder().baseOn({lr.labelCol: 'l'}) .baseOn([lr.predictionCol, 'p']) .addGrid(lr.regParam, [1.0, 2.0, 3.0]) .addGrid(lr.maxIter, [1, 5]) .addGrid(lr.featuresCol, ['f']) .build()
>>> expected = [ {lr.regParam: 1.0, lr.featuresCol: 'f', lr.maxIter: 1, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 2.0, lr.featuresCol: 'f', lr.maxIter: 1, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 3.0, lr.featuresCol: 'f', lr.maxIter: 1, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 1.0, lr.featuresCol: 'f', lr.maxIter: 5, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 2.0, lr.featuresCol: 'f', lr.maxIter: 5, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 3.0, lr.featuresCol: 'f', lr.maxIter: 5, lr.labelCol: 'l', lr.predictionCol: 'p'}]
>>> len(output) == len(expected)
True
>>> all([m in expected for m in output])
True
{code}
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