org.apache.hudi.utilities.sources.Source Maven / Gradle / Ivy
The newest version!
/*
* 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.hudi.utilities.sources;
import java.io.Serializable;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.TypedProperties;
import org.apache.hudi.utilities.schema.SchemaProvider;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.sql.SparkSession;
/**
* Represents a source from which we can tail data. Assumes a constructor that takes properties.
*/
public abstract class Source implements Serializable {
protected static volatile Logger log = LogManager.getLogger(Source.class);
public enum SourceType {
JSON, AVRO, ROW
}
protected transient TypedProperties props;
protected transient JavaSparkContext sparkContext;
protected transient SparkSession sparkSession;
private transient SchemaProvider overriddenSchemaProvider;
private final SourceType sourceType;
protected Source(TypedProperties props, JavaSparkContext sparkContext, SparkSession sparkSession,
SchemaProvider schemaProvider) {
this(props, sparkContext, sparkSession, schemaProvider, SourceType.AVRO);
}
protected Source(TypedProperties props, JavaSparkContext sparkContext, SparkSession sparkSession,
SchemaProvider schemaProvider, SourceType sourceType) {
this.props = props;
this.sparkContext = sparkContext;
this.sparkSession = sparkSession;
this.overriddenSchemaProvider = schemaProvider;
this.sourceType = sourceType;
}
protected abstract InputBatch fetchNewData(Option lastCkptStr, long sourceLimit);
/**
* Main API called by Hoodie Delta Streamer to fetch records
*
* @param lastCkptStr Last Checkpoint
* @param sourceLimit Source Limit
* @return
*/
public final InputBatch fetchNext(Option lastCkptStr, long sourceLimit) {
InputBatch batch = fetchNewData(lastCkptStr, sourceLimit);
// If overriddenSchemaProvider is passed in CLI, use it
return overriddenSchemaProvider == null ? batch
: new InputBatch<>(batch.getBatch(), batch.getCheckpointForNextBatch(), overriddenSchemaProvider);
}
public SourceType getSourceType() {
return sourceType;
}
public SparkSession getSparkSession() {
return sparkSession;
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy