/* * 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.jackson; import com.fasterxml.jackson.databind.ObjectMapper; import com.google.common.base.Optional; import java.io.IOException; import org.apache.beam.sdk.transforms.MapElements; import org.apache.beam.sdk.transforms.PTransform; import org.apache.beam.sdk.transforms.SimpleFunction; import org.apache.beam.sdk.values.PCollection; /** * {@link PTransform} for parsing JSON {@link String Strings}. * Parse {@link PCollection} of {@link String Strings} in JSON format into a {@link PCollection} of * objects represented by those JSON {@link String Strings} using Jackson. */ public class ParseJsons<OutputT> extends PTransform<PCollection<String>, PCollection<OutputT>> { private static final ObjectMapper DEFAULT_MAPPER = new ObjectMapper(); private final Class<? extends OutputT> outputClass; private ObjectMapper customMapper; /** * Creates a {@link ParseJsons} {@link PTransform} that will parse JSON {@link String Strings} * into a {@code PCollection<OutputT>} using a Jackson {@link ObjectMapper}. */ public static <OutputT> ParseJsons<OutputT> of(Class<? extends OutputT> outputClass) { return new ParseJsons<>(outputClass); } private ParseJsons(Class<? extends OutputT> outputClass) { this.outputClass = outputClass; } /** * Use custom Jackson {@link ObjectMapper} instead of the default one. */ public ParseJsons<OutputT> withMapper(ObjectMapper mapper) { ParseJsons<OutputT> newTransform = new ParseJsons<>(outputClass); newTransform.customMapper = mapper; return newTransform; } @Override public PCollection<OutputT> expand(PCollection<String> input) { return input.apply(MapElements.via(new SimpleFunction<String, OutputT>() { @Override public OutputT apply(String input) { try { ObjectMapper mapper = Optional.fromNullable(customMapper).or(DEFAULT_MAPPER); return mapper.readValue(input, outputClass); } catch (IOException e) { throw new RuntimeException( "Failed to parse a " + outputClass.getName() + " from JSON value: " + input, e); } } })); } }