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[GOBBLIN-1667] Create new predicate - ExistingPartitionSkipPredicate #3526

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Original file line number Diff line number Diff line change
@@ -0,0 +1,37 @@
/*
* 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.gobblin.data.management.copy.predicates;

import com.google.common.base.Predicate;
import javax.annotation.Nullable;
import org.apache.gobblin.data.management.copy.hive.HivePartitionFileSet;


/**
* This skip predicate will skip any partition that's already registered in the destination
* hive table.
*/
public class ExistingPartitionSkipPredicate implements Predicate<HivePartitionFileSet> {
@Override
public boolean apply(@Nullable HivePartitionFileSet input) {
if (input == null) {
return true;
}

return input.getExistingTargetPartition().isPresent();
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
/*
* 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.gobblin.data.management.copy.predicates;

import com.google.common.base.Optional;
import org.apache.gobblin.data.management.copy.hive.HivePartitionFileSet;
import org.apache.hadoop.hive.ql.metadata.Partition;
import org.testng.Assert;
import org.testng.annotations.Test;

import static org.mockito.Mockito.*;


public class ExistingPartitionSkipPredicateTest {
ExistingPartitionSkipPredicate predicate = new ExistingPartitionSkipPredicate();

@Test
public void shouldSkipHiveDatasetWithExistingPartition() {
HivePartitionFileSet fileSetWithExistingPartition = mock(HivePartitionFileSet.class);
HivePartitionFileSet fileSetWithoutExistingPartition = mock(HivePartitionFileSet.class);
Partition partition = mock(Partition.class);
when(fileSetWithExistingPartition.getExistingTargetPartition()).thenReturn(Optional.of(partition));
when(fileSetWithoutExistingPartition.getExistingTargetPartition()).thenReturn(Optional.absent());
Assert.assertTrue(predicate.apply(fileSetWithExistingPartition));
Assert.assertFalse(predicate.apply(fileSetWithoutExistingPartition));
}
}
6 changes: 4 additions & 2 deletions gobblin-docs/case-studies/Hive-Distcp.md
Original file line number Diff line number Diff line change
Expand Up @@ -101,7 +101,9 @@ A partition filter can be applied when copying partitioned tables. Filters can o

## Fast partition skip predicate

A predicate that operates on partitions can be provided to distcp-ng to allow it to quickly skip partitions without having to list all of the source and target files and do a diff on those sets (a costly operation). To set this predicate, provide the class name of the predicate with the key `hive.dataset.copy.fast.partition.skip.predicate`. Currently only one such predicate exists:
A predicate that operates on partitions can be provided to distcp-ng to allow it to quickly skip partitions without having to list all of the source and target files and do a diff on those sets (a costly operation). To set this predicate, provide the class name of the predicate with the key `hive.dataset.copy.fast.partition.skip.predicate`. Below are the following predicates that exist

* `RegistrationTimeSkipPredicate`: This predicate compares the Hive partition attribute `registrationGenerationTimeMillis` in the target with the modification time of the partition directory in the source. The partition is skipped unless the directory was modified more recently than the registrationGenerationTime. The attribute `registrationGenerationTimeMillis` is an attribute set by distcp-ng representing (for all practical purposes) the time at which the distcp-ng job that registered that table started.

* `NonPartitionTableRegistrationTimeSkipPredicate`: This predicate can be used on non partition tables and compares the `registrationGenerationTimeMillis` in the target.
* `ExistingPartitionSkipPredicate`: This predicate can be used to skip any partition that already exists in the target table.
* `RootDirectoryModtimeSkipPredicate`: This predicate can be used to skip any partition whose root directory modified time is later than the copy source.