[HUDI-2349] Adding spark delete node to integ test suite (#3528)
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73
docker/demo/config/test-suite/cow-spark-long-running.yaml
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73
docker/demo/config/test-suite/cow-spark-long-running.yaml
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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dag_name: cow-spark-long-running-multi-partitions.yaml
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dag_rounds: 50
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dag_intermittent_delay_mins: 1
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dag_content:
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first_insert:
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config:
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record_size: 1000
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num_partitions_insert: 50
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repeat_count: 1
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num_records_insert: 10000
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type: SparkInsertNode
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deps: none
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first_hive_sync:
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config:
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queue_name: "adhoc"
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engine: "mr"
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type: HiveSyncNode
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deps: first_insert
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first_validate:
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config:
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validate_hive: true
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type: ValidateDatasetNode
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deps: first_hive_sync
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first_upsert:
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config:
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record_size: 1000
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num_partitions_insert: 50
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num_records_insert: 300
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repeat_count: 1
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num_records_upsert: 3000
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num_partitions_upsert: 50
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type: SparkUpsertNode
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deps: first_validate
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first_delete:
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config:
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num_partitions_delete: 50
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num_records_delete: 8000
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type: SparkDeleteNode
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deps: first_upsert
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second_hive_sync:
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config:
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queue_name: "adhoc"
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engine: "mr"
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type: HiveSyncNode
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deps: first_delete
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second_validate:
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config:
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validate_hive: true
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delete_input_data: true
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type: ValidateDatasetNode
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deps: second_hive_sync
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last_validate:
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config:
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execute_itr_count: 50
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validate_clean: true
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validate_archival: true
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type: ValidateAsyncOperations
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deps: second_validate
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66
docker/demo/config/test-suite/cow-spark-simple.yaml
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66
docker/demo/config/test-suite/cow-spark-simple.yaml
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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dag_name: cow-spark-simple.yaml
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dag_rounds: 2
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dag_intermittent_delay_mins: 1
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dag_content:
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first_insert:
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config:
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record_size: 1000
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num_partitions_insert: 1
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repeat_count: 1
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num_records_insert: 100
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type: SparkInsertNode
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deps: none
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first_hive_sync:
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config:
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queue_name: "adhoc"
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engine: "mr"
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type: HiveSyncNode
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deps: first_insert
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first_validate:
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config:
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validate_hive: true
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type: ValidateDatasetNode
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deps: first_hive_sync
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first_upsert:
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config:
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record_size: 1000
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num_partitions_insert: 1
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num_records_insert: 50
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repeat_count: 1
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num_records_upsert: 100
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num_partitions_upsert: 1
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type: SparkUpsertNode
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deps: first_validate
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first_delete:
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config:
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num_partitions_delete: 1
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num_records_delete: 30
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type: SparkDeleteNode
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deps: first_upsert
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second_hive_sync:
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config:
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queue_name: "adhoc"
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engine: "mr"
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type: HiveSyncNode
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deps: first_delete
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second_validate:
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config:
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validate_hive: true
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delete_input_data: false
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type: ValidateDatasetNode
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deps: second_hive_sync
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@@ -442,7 +442,7 @@ spark-submit \
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--workload-generator-classname org.apache.hudi.integ.testsuite.dag.WorkflowDagGenerator \
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--table-type COPY_ON_WRITE \
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--compact-scheduling-minshare 1 \
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--clean-input
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--clean-input \
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--clean-output
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```
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@@ -131,6 +131,13 @@ public class HoodieTestSuiteWriter implements Serializable {
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.getInsertValue(new Schema.Parser().parse(schema)).get()).rdd();
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}
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public void getNextBatchForDeletes() throws Exception {
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Pair<SchemaProvider, Pair<String, JavaRDD<HoodieRecord>>> nextBatch = fetchSource();
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lastCheckpoint = Option.of(nextBatch.getValue().getLeft());
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JavaRDD<HoodieRecord> inputRDD = nextBatch.getRight().getRight();
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inputRDD.collect();
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}
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public Pair<SchemaProvider, Pair<String, JavaRDD<HoodieRecord>>> fetchSource() throws Exception {
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return this.deltaStreamerWrapper.fetchSource();
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}
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@@ -0,0 +1,78 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
|
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hudi.integ.testsuite.dag.nodes
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import org.apache.avro.Schema
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import org.apache.hudi.client.WriteStatus
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import org.apache.hudi.config.HoodieWriteConfig
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import org.apache.hudi.integ.testsuite.configuration.DeltaConfig.Config
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import org.apache.hudi.integ.testsuite.dag.ExecutionContext
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import org.apache.hudi.{AvroConversionUtils, DataSourceWriteOptions, HoodieSparkUtils}
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import org.apache.log4j.LogManager
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import org.apache.spark.rdd.RDD
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import org.apache.spark.sql.SaveMode
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import scala.collection.JavaConverters._
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/**
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* Spark datasource based upsert node
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* @param config1
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*/
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class SparkDeleteNode(config1: Config) extends DagNode[RDD[WriteStatus]] {
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private val log = LogManager.getLogger(getClass)
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config = config1
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/**
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* Execute the {@link DagNode}.
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*
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* @param context The context needed for an execution of a node.
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* @param curItrCount iteration count for executing the node.
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* @throws Exception Thrown if the execution failed.
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*/
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override def execute(context: ExecutionContext, curItrCount: Int): Unit = {
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if (!config.isDisableGenerate) {
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println("Generating input data for node {}", this.getName)
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context.getDeltaGenerator().writeRecords(context.getDeltaGenerator().generateDeletes(config)).count()
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}
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// Deletes can't be fetched using getNextBatch() bcoz, getInsert(schema) from payload will return empty for delete
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// records
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context.getWriterContext.getHoodieTestSuiteWriter.getNextBatchForDeletes()
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val pathToRead = context.getWriterContext.getCfg.inputBasePath + "/" + context.getWriterContext.getHoodieTestSuiteWriter.getLastCheckpoint.orElse("")
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val avroDf = context.getWriterContext.getSparkSession.read.format("avro").load(pathToRead)
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val genRecsRDD = HoodieSparkUtils.createRdd(avroDf, "testStructName","testNamespace", false,
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org.apache.hudi.common.util.Option.of(new Schema.Parser().parse(context.getWriterContext.getHoodieTestSuiteWriter.getSchema)))
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val inputDF = AvroConversionUtils.createDataFrame(genRecsRDD,
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context.getWriterContext.getHoodieTestSuiteWriter.getSchema,
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context.getWriterContext.getSparkSession)
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inputDF.write.format("hudi")
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.options(DataSourceWriteOptions.translateSqlOptions(context.getWriterContext.getProps.asScala.toMap))
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.option(DataSourceWriteOptions.TABLE_NAME.key, context.getHoodieTestSuiteWriter.getCfg.targetTableName)
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.option(DataSourceWriteOptions.TABLE_TYPE.key, context.getHoodieTestSuiteWriter.getCfg.tableType)
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.option(DataSourceWriteOptions.OPERATION.key, DataSourceWriteOptions.DELETE_OPERATION_OPT_VAL)
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.option(DataSourceWriteOptions.COMMIT_METADATA_KEYPREFIX.key, "deltastreamer.checkpoint.key")
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.option("deltastreamer.checkpoint.key", context.getWriterContext.getHoodieTestSuiteWriter.getLastCheckpoint.orElse(""))
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.option(HoodieWriteConfig.TBL_NAME.key, context.getHoodieTestSuiteWriter.getCfg.targetTableName)
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.mode(SaveMode.Append)
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.save(context.getHoodieTestSuiteWriter.getWriteConfig.getBasePath)
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}
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}
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