[HUDI-4018][HUDI-4027] Adding integ test yamls for immutable use-cases. Added delete partition support to integ tests (#5501)

- Added pure immutable test yamls to integ test framework. Added SparkBulkInsertNode as part of it.
- Added delete_partition support to integ test framework using spark-datasource.
- Added a single yaml to test all non core write operations (insert overwrite, insert overwrite table and delete partitions)
- Added tests for 4 concurrent spark datasource writers (multi-writer tests).
- Fixed readme w/ sample commands for multi-writer.

docker/demo/config/test-suite/deltastreamer-immutable-dataset.yaml

@@ -0,0 +1,53 @@
+# 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.
+dag_name: deltastreamer-immutable-dataset.yaml
+dag_rounds: 5
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_bulk_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 3
+      num_records_insert: 5000
+    type: BulkInsertNode
+    deps: none
+  first_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_bulk_insert
+  first_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 3
+      num_records_insert: 5000
+    type: InsertNode
+    deps: first_validate
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_insert
+  last_validate:
+    config:
+      execute_itr_count: 5
+      delete_input_data: true
+    type: ValidateAsyncOperations
+    deps: second_validate

docker/demo/config/test-suite/deltastreamer-pure-bulk-inserts.yaml

@@ -0,0 +1,38 @@
+# 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.
+dag_name: deltastreamer-pure-bulk-inserts.yaml
+dag_rounds: 10
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_bulk_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 3
+      num_records_insert: 5000
+    type: BulkInsertNode
+    deps: none
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_bulk_insert
+  last_validate:
+    config:
+      execute_itr_count: 10
+    type: ValidateAsyncOperations
+    deps: second_validate

docker/demo/config/test-suite/deltastreamer-pure-inserts.yaml

@@ -0,0 +1,38 @@
+# 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.
+dag_name: deltastreamer-pure-inserts.yaml
+dag_rounds: 10
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 3
+      num_records_insert: 5000
+    type: InsertNode
+    deps: none
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_insert
+  last_validate:
+    config:
+      execute_itr_count: 10
+    type: ValidateAsyncOperations
+    deps: second_validate

docker/demo/config/test-suite/insert-overwrite.yaml

@@ -17,7 +17,6 @@ dag_name: simple-deltastreamer.yaml
 dag_rounds: 1
 dag_intermittent_delay_mins: 1
 dag_content:
-
   first_insert:
     config:
       record_size: 1000
@@ -91,4 +90,4 @@ dag_content:
       validate_hive: false
       delete_input_data: false
     type: ValidateDatasetNode
-    deps: third_upsert
+    deps: third_upsert

docker/demo/config/test-suite/multi-writer-1-ds.yaml

@@ -14,7 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 dag_name: simple-deltastreamer.yaml
-dag_rounds: 3
+dag_rounds: 6
 dag_intermittent_delay_mins: 0
 dag_content:
   first_insert:

docker/demo/config/test-suite/multi-writer-1-sds.yaml

@@ -0,0 +1,52 @@
+# 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.
+dag_name: cow-spark-simple.yaml
+dag_rounds: 6
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      repeat_count: 1
+      num_records_insert: 100000
+      start_partition: 1
+    type: SparkInsertNode
+    deps: none
+  first_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      num_records_insert: 50000
+      repeat_count: 1
+      num_records_upsert: 50000
+      num_partitions_upsert: 1
+      start_partition: 1
+    type: SparkUpsertNode
+    deps: first_insert
+  first_delete:
+    config:
+      num_partitions_delete: 0
+      num_records_delete: 10000
+      start_partition: 1
+    type: SparkDeleteNode
+    deps: first_upsert
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: true
+    type: ValidateDatasetNode
+    deps: first_delete

docker/demo/config/test-suite/multi-writer-2-sds.yaml

@@ -14,8 +14,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 dag_name: cow-spark-simple.yaml
-dag_rounds: 3
-dag_intermittent_delay_mins: 0
+dag_rounds: 5
+dag_intermittent_delay_mins: 1
 dag_content:
   first_insert:
     config:

docker/demo/config/test-suite/multi-writer-3-sds.yaml

@@ -0,0 +1,52 @@
+# 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.
+dag_name: cow-spark-simple.yaml
+dag_rounds: 4
+dag_intermittent_delay_mins: 1
+dag_content:
+  first_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      repeat_count: 1
+      num_records_insert: 100000
+      start_partition: 20
+    type: SparkInsertNode
+    deps: none
+  first_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      num_records_insert: 50000
+      repeat_count: 1
+      num_records_upsert: 50000
+      num_partitions_upsert: 1
+      start_partition: 20
+    type: SparkUpsertNode
+    deps: first_insert
+  first_delete:
+    config:
+      num_partitions_delete: 0
+      num_records_delete: 10000
+      start_partition: 20
+    type: SparkDeleteNode
+    deps: first_upsert
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: true
+    type: ValidateDatasetNode
+    deps: first_delete

docker/demo/config/test-suite/multi-writer-4-sds.yaml

@@ -0,0 +1,52 @@
+# 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.
+dag_name: cow-spark-simple.yaml
+dag_rounds: 4
+dag_intermittent_delay_mins: 1
+dag_content:
+  first_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      repeat_count: 1
+      num_records_insert: 100000
+      start_partition: 30
+    type: SparkInsertNode
+    deps: none
+  first_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 1
+      num_records_insert: 50000
+      repeat_count: 1
+      num_records_upsert: 50000
+      num_partitions_upsert: 1
+      start_partition: 30
+    type: SparkUpsertNode
+    deps: first_insert
+  first_delete:
+    config:
+      num_partitions_delete: 0
+      num_records_delete: 10000
+      start_partition: 30
+    type: SparkDeleteNode
+    deps: first_upsert
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: true
+    type: ValidateDatasetNode
+    deps: first_delete

docker/demo/config/test-suite/multi-writer-local-3.properties

@@ -0,0 +1,57 @@
+
+#
+# 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.
+#
+
+hoodie.insert.shuffle.parallelism=2
+hoodie.upsert.shuffle.parallelism=2
+hoodie.bulkinsert.shuffle.parallelism=2
+hoodie.delete.shuffle.parallelism=2
+
+hoodie.metadata.enable=false
+
+hoodie.deltastreamer.source.test.num_partitions=100
+hoodie.deltastreamer.source.test.datagen.use_rocksdb_for_storing_existing_keys=false
+hoodie.deltastreamer.source.test.max_unique_records=100000000
+hoodie.embed.timeline.server=false
+hoodie.deltastreamer.source.input.selector=org.apache.hudi.integ.testsuite.helpers.DFSTestSuitePathSelector
+
+hoodie.deltastreamer.source.input.selector=org.apache.hudi.integ.testsuite.helpers.DFSTestSuitePathSelector
+hoodie.datasource.hive_sync.skip_ro_suffix=true
+
+hoodie.datasource.write.recordkey.field=_row_key
+hoodie.datasource.write.keygenerator.class=org.apache.hudi.keygen.TimestampBasedKeyGenerator
+hoodie.datasource.write.partitionpath.field=timestamp
+
+hoodie.write.concurrency.mode=optimistic_concurrency_control
+hoodie.cleaner.policy.failed.writes=LAZY
+hoodie.write.lock.provider=org.apache.hudi.client.transaction.lock.InProcessLockProvider
+
+hoodie.deltastreamer.source.dfs.root=/tmp/hudi/input3
+hoodie.deltastreamer.schemaprovider.target.schema.file=file:/tmp/source.avsc
+hoodie.deltastreamer.schemaprovider.source.schema.file=file:/tmp/source.avsc
+hoodie.deltastreamer.keygen.timebased.timestamp.type=UNIX_TIMESTAMP
+hoodie.deltastreamer.keygen.timebased.output.dateformat=yyyy/MM/dd
+
+hoodie.datasource.hive_sync.jdbcurl=jdbc:hive2://hiveserver:10000/
+hoodie.datasource.hive_sync.database=testdb
+hoodie.datasource.hive_sync.table=table1
+hoodie.datasource.hive_sync.assume_date_partitioning=false
+hoodie.datasource.hive_sync.partition_fields=_hoodie_partition_path
+hoodie.datasource.hive_sync.partition_extractor_class=org.apache.hudi.hive.SlashEncodedDayPartitionValueExtractor
+

docker/demo/config/test-suite/multi-writer-local-4.properties

@@ -0,0 +1,57 @@
+
+#
+# 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.
+#
+
+hoodie.insert.shuffle.parallelism=2
+hoodie.upsert.shuffle.parallelism=2
+hoodie.bulkinsert.shuffle.parallelism=2
+hoodie.delete.shuffle.parallelism=2
+
+hoodie.metadata.enable=false
+
+hoodie.deltastreamer.source.test.num_partitions=100
+hoodie.deltastreamer.source.test.datagen.use_rocksdb_for_storing_existing_keys=false
+hoodie.deltastreamer.source.test.max_unique_records=100000000
+hoodie.embed.timeline.server=false
+hoodie.deltastreamer.source.input.selector=org.apache.hudi.integ.testsuite.helpers.DFSTestSuitePathSelector
+
+hoodie.deltastreamer.source.input.selector=org.apache.hudi.integ.testsuite.helpers.DFSTestSuitePathSelector
+hoodie.datasource.hive_sync.skip_ro_suffix=true
+
+hoodie.datasource.write.recordkey.field=_row_key
+hoodie.datasource.write.keygenerator.class=org.apache.hudi.keygen.TimestampBasedKeyGenerator
+hoodie.datasource.write.partitionpath.field=timestamp
+
+hoodie.write.concurrency.mode=optimistic_concurrency_control
+hoodie.cleaner.policy.failed.writes=LAZY
+hoodie.write.lock.provider=org.apache.hudi.client.transaction.lock.InProcessLockProvider
+
+hoodie.deltastreamer.source.dfs.root=/tmp/hudi/input4
+hoodie.deltastreamer.schemaprovider.target.schema.file=file:/tmp/source.avsc
+hoodie.deltastreamer.schemaprovider.source.schema.file=file:/tmp/source.avsc
+hoodie.deltastreamer.keygen.timebased.timestamp.type=UNIX_TIMESTAMP
+hoodie.deltastreamer.keygen.timebased.output.dateformat=yyyy/MM/dd
+
+hoodie.datasource.hive_sync.jdbcurl=jdbc:hive2://hiveserver:10000/
+hoodie.datasource.hive_sync.database=testdb
+hoodie.datasource.hive_sync.table=table1
+hoodie.datasource.hive_sync.assume_date_partitioning=false
+hoodie.datasource.hive_sync.partition_fields=_hoodie_partition_path
+hoodie.datasource.hive_sync.partition_extractor_class=org.apache.hudi.hive.SlashEncodedDayPartitionValueExtractor
+

docker/demo/config/test-suite/spark-delete-partition.yaml

@@ -0,0 +1,57 @@
+# 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.
+dag_name: spark-delete-partition.yaml
+dag_rounds: 1
+dag_intermittent_delay_mins: 1
+dag_content:
+  first_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 5
+      repeat_count: 1
+      num_records_insert: 10
+    type: SparkInsertNode
+    deps: none
+  first_delete_partition:
+    config:
+      partitions_to_delete: "1970/01/01"
+    type: SparkDeletePartitionNode
+    deps: first_insert
+  second_validate:
+    config:
+      validate_full_data : true
+      input_partitions_to_skip_validate : "0"
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_delete_partition
+  second_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 5
+      repeat_count: 1
+      num_records_insert: 10
+      start_partition: 2
+    type: SparkInsertNode
+    deps: second_validate
+  third_validate:
+    config:
+      validate_full_data : true
+      input_partitions_to_skip_validate : "0"
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: second_insert

docker/demo/config/test-suite/spark-immutable-dataset.yaml

@@ -0,0 +1,53 @@
+# 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.
+dag_name: spark-immutable-dataset.yaml
+dag_rounds: 5
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_bulk_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 5
+      num_records_insert: 5000
+    type: SparkBulkInsertNode
+    deps: none
+  first_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_bulk_insert
+  first_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 5
+      num_records_insert: 5000
+    type: SparkInsertNode
+    deps: first_validate
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_insert
+  last_validate:
+    config:
+      execute_itr_count: 5
+      delete_input_data: true
+    type: ValidateAsyncOperations
+    deps: second_validate

docker/demo/config/test-suite/spark-non-core-operations.yaml

@@ -0,0 +1,204 @@
+# 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.
+dag_name: spark-non-core-operations.yaml
+dag_rounds: 1
+dag_intermittent_delay_mins: 1
+dag_content:
+  first_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: none
+  first_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: first_insert
+  second_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: first_upsert
+  second_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: second_insert
+  first_insert_overwrite:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10
+    type: SparkInsertOverwriteNode
+    deps: second_upsert
+  delete_all_input_except_last:
+    config:
+      delete_input_data_except_latest: true
+    type: DeleteInputDatasetNode
+    deps: first_insert_overwrite
+  third_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: delete_all_input_except_last
+  third_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: third_insert
+  second_validate:
+    config:
+      validate_full_data : true
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: third_upsert
+  fourth_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: second_validate
+  fourth_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: fourth_insert
+  fifth_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: fourth_upsert
+  fifth_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: fifth_insert
+  first_insert_overwrite_table:
+    config:
+      record_size: 1000
+      repeat_count: 1
+      num_records_insert: 10
+    type: SparkInsertOverwriteTableNode
+    deps: fifth_upsert
+  second_delete_all_input_except_last:
+    config:
+      delete_input_data_except_latest: true
+    type: DeleteInputDatasetNode
+    deps: first_insert_overwrite_table
+  sixth_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      repeat_count: 1
+      num_records_insert: 10000
+    type: SparkInsertNode
+    deps: second_delete_all_input_except_last
+  sixth_upsert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 10
+      num_records_insert: 1000
+      repeat_count: 1
+      num_records_upsert: 8000
+      num_partitions_upsert: 10
+    type: SparkUpsertNode
+    deps: sixth_insert
+  third_validate:
+    config:
+      validate_full_data : true
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: sixth_upsert
+  seventh_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 5
+      repeat_count: 1
+      num_records_insert: 10
+    type: SparkInsertNode
+    deps: third_validate
+  first_delete_partition:
+    config:
+      partitions_to_delete: "1970/01/01"
+    type: SparkDeletePartitionNode
+    deps: seventh_insert
+  fourth_validate:
+    config:
+      validate_full_data : true
+      input_partitions_to_skip_validate : "0"
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_delete_partition
+  eigth_insert:
+    config:
+      record_size: 1000
+      num_partitions_insert: 5
+      repeat_count: 1
+      num_records_insert: 10
+      start_partition: 2
+    type: SparkInsertNode
+    deps: fourth_validate
+  fifth_validate:
+    config:
+      validate_full_data : true
+      input_partitions_to_skip_validate : "0"
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: eigth_insert

docker/demo/config/test-suite/spark-pure-bulk-inserts.yaml

@@ -0,0 +1,38 @@
+# 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.
+dag_name: spark-pure-bulk-inserts.yaml
+dag_rounds: 5
+dag_intermittent_delay_mins: 0
+dag_content:
+  first_bulk_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 4
+      num_records_insert: 5000
+    type: SparkBulkInsertNode
+    deps: none
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_bulk_insert
+  last_validate:
+    config:
+      execute_itr_count: 5
+    type: ValidateAsyncOperations
+    deps: second_validate

docker/demo/config/test-suite/spark-pure-inserts.yaml

@@ -0,0 +1,38 @@
+# 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.
+dag_name: spark-pure-inserts.yaml
+dag_rounds: 5
+dag_intermittent_delay_mins: 1
+dag_content:
+  first_insert:
+    config:
+      record_size: 200
+      num_partitions_insert: 10
+      repeat_count: 3
+      num_records_insert: 5000
+    type: SparkInsertNode
+    deps: none
+  second_validate:
+    config:
+      validate_hive: false
+      delete_input_data: false
+    type: ValidateDatasetNode
+    deps: first_insert
+  last_validate:
+    config:
+      execute_itr_count: 10
+    type: ValidateAsyncOperations
+    deps: second_validate