[HUDI-3568] Introduce ChainedSchemaPostProcessor to support setting multi processors at once (#4968)
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@@ -18,7 +18,6 @@
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package org.apache.hudi.utilities;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hudi.AvroConversionUtils;
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import org.apache.hudi.client.SparkRDDWriteClient;
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import org.apache.hudi.client.WriteStatus;
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@@ -44,6 +43,8 @@ import org.apache.hudi.exception.HoodieIOException;
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import org.apache.hudi.index.HoodieIndex;
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import org.apache.hudi.utilities.checkpointing.InitialCheckPointProvider;
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import org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamerMetrics;
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import org.apache.hudi.utilities.exception.HoodieSchemaPostProcessException;
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import org.apache.hudi.utilities.schema.ChainedSchemaPostProcessor;
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import org.apache.hudi.utilities.schema.DelegatingSchemaProvider;
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import org.apache.hudi.utilities.schema.RowBasedSchemaProvider;
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import org.apache.hudi.utilities.schema.SchemaPostProcessor;
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@@ -57,6 +58,7 @@ import org.apache.hudi.utilities.transform.ChainedTransformer;
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import org.apache.hudi.utilities.transform.Transformer;
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import org.apache.avro.Schema;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.fs.FSDataInputStream;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.Path;
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@@ -133,7 +135,7 @@ public class UtilHelpers {
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}
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public static SchemaProvider createSchemaProvider(String schemaProviderClass, TypedProperties cfg,
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JavaSparkContext jssc) throws IOException {
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JavaSparkContext jssc) throws IOException {
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try {
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return StringUtils.isNullOrEmpty(schemaProviderClass) ? null
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: (SchemaProvider) ReflectionUtils.loadClass(schemaProviderClass, cfg, jssc);
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@@ -143,10 +145,22 @@ public class UtilHelpers {
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}
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public static SchemaPostProcessor createSchemaPostProcessor(
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String schemaPostProcessorClass, TypedProperties cfg, JavaSparkContext jssc) {
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return schemaPostProcessorClass == null
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? null
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: (SchemaPostProcessor) ReflectionUtils.loadClass(schemaPostProcessorClass, cfg, jssc);
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String schemaPostProcessorClassNames, TypedProperties cfg, JavaSparkContext jssc) {
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if (StringUtils.isNullOrEmpty(schemaPostProcessorClassNames)) {
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return null;
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}
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try {
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List<SchemaPostProcessor> processors = new ArrayList<>();
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for (String className : (schemaPostProcessorClassNames.split(","))) {
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processors.add((SchemaPostProcessor) ReflectionUtils.loadClass(className, cfg, jssc));
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}
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return new ChainedSchemaPostProcessor(cfg, jssc, processors);
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} catch (Throwable e) {
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throw new HoodieSchemaPostProcessException("Could not load schemaPostProcessorClassNames class(es) " + schemaPostProcessorClassNames, e);
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}
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}
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public static Option<Transformer> createTransformer(List<String> classNames) throws IOException {
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@@ -164,7 +178,7 @@ public class UtilHelpers {
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public static InitialCheckPointProvider createInitialCheckpointProvider(
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String className, TypedProperties props) throws IOException {
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try {
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return (InitialCheckPointProvider) ReflectionUtils.loadClass(className, new Class<?>[] {TypedProperties.class}, props);
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return (InitialCheckPointProvider) ReflectionUtils.loadClass(className, new Class<?>[]{TypedProperties.class}, props);
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} catch (Throwable e) {
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throw new IOException("Could not load initial checkpoint provider class " + className, e);
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}
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@@ -421,21 +435,21 @@ public class UtilHelpers {
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}
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public static SchemaProviderWithPostProcessor wrapSchemaProviderWithPostProcessor(SchemaProvider provider,
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TypedProperties cfg, JavaSparkContext jssc, List<String> transformerClassNames) {
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TypedProperties cfg, JavaSparkContext jssc, List<String> transformerClassNames) {
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if (provider == null) {
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return null;
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}
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if (provider instanceof SchemaProviderWithPostProcessor) {
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return (SchemaProviderWithPostProcessor)provider;
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if (provider instanceof SchemaProviderWithPostProcessor) {
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return (SchemaProviderWithPostProcessor) provider;
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}
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String schemaPostProcessorClass = cfg.getString(Config.SCHEMA_POST_PROCESSOR_PROP, null);
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boolean enableSparkAvroPostProcessor = Boolean.parseBoolean(cfg.getString(SparkAvroPostProcessor.Config.SPARK_AVRO_POST_PROCESSOR_PROP_ENABLE, "true"));
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if (transformerClassNames != null && !transformerClassNames.isEmpty()
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&& enableSparkAvroPostProcessor && StringUtils.isNullOrEmpty(schemaPostProcessorClass)) {
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&& enableSparkAvroPostProcessor && StringUtils.isNullOrEmpty(schemaPostProcessorClass)) {
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schemaPostProcessorClass = SparkAvroPostProcessor.class.getName();
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}
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@@ -0,0 +1,34 @@
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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.utilities.exception;
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import org.apache.hudi.exception.HoodieException;
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/**
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* Exception throws during schema post process.
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*/
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public class HoodieSchemaPostProcessException extends HoodieException {
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public HoodieSchemaPostProcessException(String msg) {
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super(msg);
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}
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public HoodieSchemaPostProcessException(String message, Throwable t) {
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super(message, t);
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}
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}
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@@ -0,0 +1,52 @@
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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.utilities.schema;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.avro.Schema;
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import org.apache.spark.api.java.JavaSparkContext;
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import java.util.List;
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/**
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* A {@link SchemaPostProcessor} to chain other {@link SchemaPostProcessor}s and process sequentially.
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*/
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public class ChainedSchemaPostProcessor extends SchemaPostProcessor {
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private List<SchemaPostProcessor> processors;
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protected ChainedSchemaPostProcessor(TypedProperties props, JavaSparkContext jssc) {
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super(props, jssc);
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}
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public ChainedSchemaPostProcessor(TypedProperties props, JavaSparkContext jssc, List<SchemaPostProcessor> processors) {
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super(props, jssc);
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this.processors = processors;
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}
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@Override
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public Schema processSchema(Schema schema) {
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Schema targetSchema = schema;
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for (SchemaPostProcessor processor : processors) {
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targetSchema = processor.processSchema(targetSchema);
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}
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return targetSchema;
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}
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}
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@@ -0,0 +1,39 @@
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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.utilities;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.hudi.utilities.schema.SchemaPostProcessor;
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import org.apache.avro.Schema;
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import org.apache.avro.SchemaBuilder;
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import org.apache.spark.api.java.JavaSparkContext;
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public class DummySchemaPostProcessor extends SchemaPostProcessor {
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public DummySchemaPostProcessor(TypedProperties props, JavaSparkContext jssc) {
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super(props, jssc);
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}
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@Override
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public Schema processSchema(Schema schema) {
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return SchemaBuilder.record("test").fields().optionalString("testString").endRecord();
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}
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}
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@@ -29,8 +29,6 @@ import org.apache.hudi.utilities.transform.FlatteningTransformer;
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import org.apache.avro.Schema;
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import org.apache.avro.Schema.Type;
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import org.apache.avro.SchemaBuilder;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.junit.jupiter.api.Test;
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import java.io.IOException;
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@@ -39,6 +37,7 @@ import java.util.List;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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import static org.junit.jupiter.api.Assertions.assertNull;
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public class TestSchemaPostProcessor extends UtilitiesTestBase {
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@@ -90,22 +89,37 @@ public class TestSchemaPostProcessor extends UtilitiesTestBase {
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assertNotNull(targetSchema.getField("_hoodie_is_deleted"));
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}
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@Test
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public void testChainedSchemaPostProcessor() {
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// DeleteSupportSchemaPostProcessor first, DummySchemaPostProcessor second
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properties.put(Config.SCHEMA_POST_PROCESSOR_PROP,
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"org.apache.hudi.utilities.schema.DeleteSupportSchemaPostProcessor,org.apache.hudi.utilities.DummySchemaPostProcessor");
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SchemaPostProcessor processor = UtilHelpers.createSchemaPostProcessor(properties.getString(Config.SCHEMA_POST_PROCESSOR_PROP), properties, jsc);
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Schema schema = new Schema.Parser().parse(ORIGINAL_SCHEMA);
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Schema targetSchema = processor.processSchema(schema);
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assertNull(targetSchema.getField("ums_id_"));
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assertNull(targetSchema.getField("_hoodie_is_deleted"));
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assertNotNull(targetSchema.getField("testString"));
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// DummySchemaPostProcessor first, DeleteSupportSchemaPostProcessor second
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properties.put(Config.SCHEMA_POST_PROCESSOR_PROP,
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"org.apache.hudi.utilities.DummySchemaPostProcessor,org.apache.hudi.utilities.schema.DeleteSupportSchemaPostProcessor");
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processor = UtilHelpers.createSchemaPostProcessor(properties.getString(Config.SCHEMA_POST_PROCESSOR_PROP), properties, jsc);
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schema = new Schema.Parser().parse(ORIGINAL_SCHEMA);
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targetSchema = processor.processSchema(schema);
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assertNull(targetSchema.getField("ums_id_"));
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assertNotNull(targetSchema.getField("_hoodie_is_deleted"));
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assertNotNull(targetSchema.getField("testString"));
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}
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@Test
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public void testSparkAvroSchema() throws IOException {
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SparkAvroPostProcessor processor = new SparkAvroPostProcessor(properties, null);
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Schema schema = new Schema.Parser().parse(ORIGINAL_SCHEMA);
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assertEquals(processor.processSchema(schema).toString(), RESULT_SCHEMA);
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}
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public static class DummySchemaPostProcessor extends SchemaPostProcessor {
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public DummySchemaPostProcessor(TypedProperties props, JavaSparkContext jssc) {
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super(props, jssc);
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}
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@Override
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public Schema processSchema(Schema schema) {
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return SchemaBuilder.record("test").fields().optionalString("testString").endRecord();
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}
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}
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}
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