Adding hoodie-spark to support Spark Datasource for Hoodie
- Write with COW/MOR paths work fully - Read with RO view works on both storages* - Incremental view supported on COW - Refactored out HoodieReadClient methods, to just contain key based access - HoodieDataSourceHelpers class can be now used to construct inputs to datasource - Tests in hoodie-client using new helpers and mechanisms - Basic tests around save modes & insert/upserts (more to follow) - Bumped up scala to 2.11, since 2.10 is deprecated & complains with scalatest - Updated documentation to describe usage - New sample app written using the DataSource API
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committed by
vinoth chandar
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c98ee057fc
commit
64e0573aca
50
hoodie-spark/src/test/java/DataSourceTestUtils.java
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50
hoodie-spark/src/test/java/DataSourceTestUtils.java
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/*
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* Copyright (c) 2017 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*
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*/
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import com.uber.hoodie.common.TestRawTripPayload;
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import com.uber.hoodie.common.model.HoodieRecord;
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import org.apache.spark.api.java.JavaRDD;
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import java.io.IOException;
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import java.util.List;
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import java.util.Optional;
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import java.util.stream.Collectors;
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/**
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* Test utils for data source tests.
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*/
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public class DataSourceTestUtils {
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public static Optional<String> convertToString(HoodieRecord record) {
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try {
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String str = ((TestRawTripPayload) record.getData()).getJsonData();
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str = "{" + str.substring(str.indexOf("\"timestamp\":"));
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return Optional.of(str.replaceAll("}", ", \"partition\": \"" + record.getPartitionPath() + "\"}"));
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} catch (IOException e) {
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return Optional.empty();
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}
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}
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public static List<String> convertToStringList(List<HoodieRecord> records) {
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return records.stream().map(hr -> convertToString(hr))
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.filter(os -> os.isPresent())
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.map(os -> os.get())
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.collect(Collectors.toList());
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}
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}
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