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0001 # 0002 # Licensed to the Apache Software Foundation (ASF) under one or more 0003 # contributor license agreements. See the NOTICE file distributed with 0004 # this work for additional information regarding copyright ownership. 0005 # The ASF licenses this file to You under the Apache License, Version 2.0 0006 # (the "License"); you may not use this file except in compliance with 0007 # the License. You may obtain a copy of the License at 0008 # 0009 # http://www.apache.org/licenses/LICENSE-2.0 0010 # 0011 # Unless required by applicable law or agreed to in writing, software 0012 # distributed under the License is distributed on an "AS IS" BASIS, 0013 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 0014 # See the License for the specific language governing permissions and 0015 # limitations under the License. 0016 # 0017 0018 from __future__ import print_function 0019 0020 # $example on$ 0021 from pyspark.ml.feature import SQLTransformer 0022 # $example off$ 0023 from pyspark.sql import SparkSession 0024 0025 if __name__ == "__main__": 0026 spark = SparkSession\ 0027 .builder\ 0028 .appName("SQLTransformerExample")\ 0029 .getOrCreate() 0030 0031 # $example on$ 0032 df = spark.createDataFrame([ 0033 (0, 1.0, 3.0), 0034 (2, 2.0, 5.0) 0035 ], ["id", "v1", "v2"]) 0036 sqlTrans = SQLTransformer( 0037 statement="SELECT *, (v1 + v2) AS v3, (v1 * v2) AS v4 FROM __THIS__") 0038 sqlTrans.transform(df).show() 0039 # $example off$ 0040 0041 spark.stop()
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