blob: e1eb9cbad198469f1e03d8acbc89c5e18a308bd6 [file] [log] [blame]
/*
* 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.
*/
package org.apache.beam.sdk.extensions.python.transforms;
import org.apache.beam.sdk.coders.Coder;
import org.apache.beam.sdk.extensions.python.PythonExternalTransform;
import org.apache.beam.sdk.transforms.PTransform;
import org.apache.beam.sdk.util.PythonCallableSource;
import org.apache.beam.sdk.values.PCollection;
import org.checkerframework.checker.nullness.qual.Nullable;
public class PythonMap<InputT, OutputT>
extends PTransform<PCollection<? extends InputT>, PCollection<OutputT>> {
private PythonCallableSource pythonFunction;
private @Nullable String expansionService;
private Coder<?> outputCoder;
private static final String PYTHON_MAP_FN_TRANSFORM = "apache_beam.Map";
private static final String PYTHON_FLATMAP_FN_TRANSFORM = "apache_beam.FlatMap";
private String pythonTransform;
private PythonMap(
PythonCallableSource pythonFunction, Coder<?> outputCoder, String pythonTransform) {
this.pythonFunction = pythonFunction;
this.outputCoder = outputCoder;
this.pythonTransform = pythonTransform;
}
public static <InputT, OutputT> PythonMap<InputT, OutputT> viaMapFn(
String pythonFunction, Coder<?> outputCoder) {
return new PythonMap<>(
PythonCallableSource.of(pythonFunction), outputCoder, PYTHON_MAP_FN_TRANSFORM);
}
public static <InputT, OutputT> PythonMap<InputT, OutputT> viaFlatMapFn(
String pythonFunction, Coder<?> outputCoder) {
return new PythonMap<>(
PythonCallableSource.of(pythonFunction), outputCoder, PYTHON_FLATMAP_FN_TRANSFORM);
}
public PythonMap<InputT, OutputT> withExpansionService(String expansionService) {
this.expansionService = expansionService;
return this;
}
@Override
public PCollection<OutputT> expand(PCollection<? extends InputT> input) {
expansionService = (expansionService != null) ? expansionService : "";
PythonExternalTransform<PCollection<? extends InputT>, PCollection<OutputT>> pythonMapElements =
PythonExternalTransform.from(pythonTransform, expansionService);
pythonMapElements.withArgs(pythonFunction);
pythonMapElements.withOutputCoder(outputCoder);
return input.apply(pythonMapElements);
}
}