[SPARK-14515][DOC] Add python example for ChiSqSelector

## What changes were proposed in this pull request?
Add the missing python example for ChiSqSelector

## How was this patch tested?
manual tests

Author: Zheng RuiFeng <ruifengz@foxmail.com>

Closes #12283 from zhengruifeng/chi2_pe.

2 files changed, 52 insertions, 0 deletions

diff --git a/docs/ml-features.md b/docs/ml-features.md
index 70812eb5e2..876d21f495 100644
--- a/docs/ml-features.md
+++ b/docs/ml-features.md
@@ -1303,4 +1303,12 @@ for more details on the API.
 
 {% include_example java/org/apache/spark/examples/ml/JavaChiSqSelectorExample.java %}
 </div>
+
+<div data-lang="python" markdown="1">
+
+Refer to the [ChiSqSelector Python docs](api/python/pyspark.ml.html#pyspark.ml.feature.ChiSqSelector)
+for more details on the API.
+
+{% include_example python/ml/chisq_selector_example.py %}
+</div>
 </div>
diff --git a/examples/src/main/python/ml/chisq_selector_example.py b/examples/src/main/python/ml/chisq_selector_example.py
new file mode 100644
index 0000000000..997a504735
--- /dev/null
+++ b/examples/src/main/python/ml/chisq_selector_example.py
@@ -0,0 +1,44 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+from __future__ import print_function
+
+from pyspark import SparkContext
+from pyspark.sql import SQLContext
+# $example on$
+from pyspark.ml.feature import ChiSqSelector
+from pyspark.mllib.linalg import Vectors
+# $example off$
+
+if __name__ == "__main__":
+    sc = SparkContext(appName="ChiSqSelectorExample")
+    sqlContext = SQLContext(sc)
+
+    # $example on$
+    df = sqlContext.createDataFrame([
+        (7, Vectors.dense([0.0, 0.0, 18.0, 1.0]), 1.0,),
+        (8, Vectors.dense([0.0, 1.0, 12.0, 0.0]), 0.0,),
+        (9, Vectors.dense([1.0, 0.0, 15.0, 0.1]), 0.0,)], ["id", "features", "clicked"])
+
+    selector = ChiSqSelector(numTopFeatures=1, featuresCol="features",
+                             outputCol="selectedFeatures", labelCol="clicked")
+
+    result = selector.fit(df).transform(df)
+    result.show()
+    # $example off$
+
+    sc.stop()