All Downloads are FREE. Search and download functionalities are using the official Maven repository.

io.cdap.plugin.batch.sink.BatchCubeSink Maven / Gradle / Ivy

There is a newer version: 2.12.3
Show newest version
/*
 * Copyright © 2015-2019 Cask Data, Inc.
 *
 * Licensed 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 io.cdap.plugin.batch.sink;

import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Function;
import com.google.common.base.Strings;
import io.cdap.cdap.api.annotation.Description;
import io.cdap.cdap.api.annotation.Name;
import io.cdap.cdap.api.annotation.Plugin;
import io.cdap.cdap.api.annotation.Requirements;
import io.cdap.cdap.api.data.format.StructuredRecord;
import io.cdap.cdap.api.dataset.lib.KeyValue;
import io.cdap.cdap.api.dataset.lib.cube.Cube;
import io.cdap.cdap.api.dataset.lib.cube.CubeFact;
import io.cdap.cdap.etl.api.Emitter;
import io.cdap.cdap.etl.api.batch.BatchRuntimeContext;
import io.cdap.cdap.etl.api.batch.BatchSink;
import io.cdap.plugin.common.CubeSinkConfig;
import io.cdap.plugin.common.CubeUtils;
import io.cdap.plugin.common.Properties;
import io.cdap.plugin.common.StructuredRecordToCubeFact;

import java.util.HashMap;
import java.util.Map;

/**
 * A {@link BatchSink} that writes data to a {@link Cube} dataset.
 * 

* This {@link BatchCubeSink} takes a {@link StructuredRecord} in, maps it to a {@link CubeFact}, * and writes it to the {@link Cube} dataset identified by the name property. *

* If {@link Cube} dataset does not exist, it will be created using properties provided with this sink. See more * information on available {@link Cube} dataset configuration properties at * io.cdap.cdap.data2.dataset2.lib.cube.CubeDatasetDefinition. *

* To configure transformation from {@link StructuredRecord} to a {@link CubeFact} the * mapping configuration is required, following {@link StructuredRecordToCubeFact} documentation. */ // todo: add unit-test once CDAP-2156 is resolved @Plugin(type = "batchsink") @Name("Cube") @Description("CDAP Cube Dataset Batch Sink") @Requirements(datasetTypes = Cube.TYPE) public class BatchCubeSink extends BatchWritableSink { private final CubeSinkConfig config; public BatchCubeSink(CubeSinkConfig config) { super(config); this.config = config; } private StructuredRecordToCubeFact transform; @Override public void initialize(BatchRuntimeContext context) throws Exception { super.initialize(context); transform = new StructuredRecordToCubeFact(getProperties()); } @VisibleForTesting @Override protected Map getProperties() { Map properties = new HashMap<>(); properties.putAll(config.getProperties().getProperties()); // add aggregations if (!Strings.isNullOrEmpty(config.getAggregations())) { properties.remove(Properties.Cube.AGGREGATIONS); properties.putAll(CubeUtils.parseAndGetProperties(Properties.Cube.AGGREGATIONS, config.getAggregations(), ";", ":", new Function() { @Override public String apply(String input) { return "dataset.cube.aggregation." + input + ".dimensions"; } })); } // add measurements if (!Strings.isNullOrEmpty(config.getMeasurements())) { properties.remove(Properties.Cube.MEASUREMENTS); properties.putAll(CubeUtils.parseAndGetProperties(Properties.Cube.MEASUREMENTS, config.getMeasurements(), ";", ":", new Function() { @Override public String apply(String input) { return Properties.Cube.MEASUREMENT_PREFIX + input; } })); } properties.put(Properties.BatchReadableWritable.NAME, config.getName()); properties.put(Properties.BatchReadableWritable.TYPE, Cube.class.getName()); return properties; } @Override public void transform(StructuredRecord input, Emitter> emitter) throws Exception { emitter.emit(new KeyValue(null, transform.transform(input))); } }





© 2015 - 2024 Weber Informatics LLC | Privacy Policy