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org.apache.hudi.sink.utils.BucketIndexUtil Maven / Gradle / Ivy
/*
*
* * 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.sink.utils;
import org.apache.hudi.common.util.Functions;
import org.apache.hudi.index.bucket.BucketIdentifier;
/**
* Utility class for bucket index.
*/
public class BucketIndexUtil {
/**
* This method is used to get the partition index calculation function of a bucket.
* "partition.hashCode() / (parallelism / bucketNum) * bucketNum" divides the parallelism into
* sub-intervals of length bucket_num, different partitions will be mapped to different sub-interval,
* ensure that the data across multiple partitions is evenly distributed.
*
* @param bucketNum Bucket number per partition
* @param parallelism Parallelism of the task
* @return The partition index of this bucket.
*/
public static Functions.Function2 getPartitionIndexFunc(int bucketNum, int parallelism) {
if (parallelism < bucketNum) {
return (partition, curBucket) -> {
int partitionIndex = (partition.hashCode() & Integer.MAX_VALUE) / parallelism * bucketNum;
int globalIndex = partitionIndex + curBucket;
return BucketIdentifier.mod(globalIndex, parallelism);
};
} else {
if (parallelism % bucketNum == 0) {
return (partition, curBucket) -> {
int partitionIndex = (partition.hashCode() & Integer.MAX_VALUE) / (parallelism / bucketNum) * bucketNum;
int globalIndex = partitionIndex + curBucket;
return BucketIdentifier.mod(globalIndex, parallelism);
};
} else {
return (partition, curBucket) -> {
int partitionIndex = (partition.hashCode() & Integer.MAX_VALUE) / (parallelism / bucketNum + 1) * bucketNum;
int globalIndex = partitionIndex + curBucket;
return BucketIdentifier.mod(globalIndex, parallelism);
};
}
}
}
}
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