org.apache.hudi.utilities.sources.S3EventsSource Maven / Gradle / Ivy
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* 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,
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* See the License for the specific language governing permissions and
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*/
package org.apache.hudi.utilities.sources;
import org.apache.hudi.common.config.TypedProperties;
import org.apache.hudi.common.table.checkpoint.Checkpoint;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.utilities.UtilHelpers;
import org.apache.hudi.utilities.config.S3SourceConfig;
import org.apache.hudi.utilities.schema.SchemaProvider;
import org.apache.hudi.utilities.sources.helpers.S3EventsMetaSelector;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.SparkSession;
import org.apache.spark.sql.types.StructType;
import software.amazon.awssdk.services.sqs.SqsClient;
import software.amazon.awssdk.services.sqs.model.Message;
import java.io.Closeable;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
/**
* This source provides capability to create the hudi table for S3 events metadata (eg. S3
* put events data). It will use the SQS for receiving the object key events. This can be useful
* to check S3 files activity over time. The hudi table created by this source is consumed by
* {@link S3EventsHoodieIncrSource} to apply changes to the hudi table corresponding to user data.
*/
public class S3EventsSource extends RowSource implements Closeable {
private final S3EventsMetaSelector pathSelector;
private final SchemaProvider schemaProvider;
private final List processedMessages = new ArrayList<>();
SqsClient sqs;
public S3EventsSource(
TypedProperties props,
JavaSparkContext sparkContext,
SparkSession sparkSession,
SchemaProvider schemaProvider) {
super(props, sparkContext, sparkSession, schemaProvider);
this.pathSelector = S3EventsMetaSelector.createSourceSelector(props);
this.sqs = this.pathSelector.createAmazonSqsClient();
this.schemaProvider = schemaProvider;
}
/**
* Fetches next events from the queue.
*
* @param lastCkptStr The last checkpoint instant string, empty if first run.
* @param sourceLimit Limit on the size of data to fetch. For {@link S3EventsSource},
* {@link S3SourceConfig#S3_SOURCE_QUEUE_MAX_MESSAGES_PER_BATCH} is used.
* @return A pair of dataset of event records and the next checkpoint instant string
*/
@Override
public Pair
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