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[HUDI-3536] Add hudi-datahub-sync implementation #5155
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,150 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <!-- | ||
| ~ 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. | ||
| --> | ||
|
|
||
| <project xmlns="http://maven.apache.org/POM/4.0.0" | ||
| xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <parent> | ||
| <artifactId>hudi</artifactId> | ||
| <groupId>org.apache.hudi</groupId> | ||
| <version>0.11.0-SNAPSHOT</version> | ||
| <relativePath>../../pom.xml</relativePath> | ||
| </parent> | ||
|
|
||
| <modelVersion>4.0.0</modelVersion> | ||
|
|
||
| <artifactId>hudi-datahub-sync</artifactId> | ||
| <packaging>jar</packaging> | ||
|
|
||
| <properties> | ||
| <datahub.version>0.8.31</datahub.version> | ||
| <httpasync.version>4.1.5</httpasync.version> | ||
| </properties> | ||
|
|
||
| <dependencies> | ||
| <dependency> | ||
| <groupId>io.acryl</groupId> | ||
| <artifactId>datahub-client</artifactId> | ||
| <version>${datahub.version}</version> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.apache.httpcomponents</groupId> | ||
| <artifactId>fluent-hc</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.httpcomponents</groupId> | ||
| <artifactId>httpcore</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.httpcomponents</groupId> | ||
| <artifactId>httpclient</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.httpcomponents</groupId> | ||
| <artifactId>httpasyncclient</artifactId> | ||
| <version>${httpasync.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.httpcomponents</groupId> | ||
| <artifactId>httpcore-nio</artifactId> | ||
| <version>${http.version}</version> | ||
| </dependency> | ||
|
|
||
| <!-- Logging --> | ||
| <dependency> | ||
| <groupId>log4j</groupId> | ||
| <artifactId>log4j</artifactId> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.apache.parquet</groupId> | ||
| <artifactId>parquet-avro</artifactId> | ||
| </dependency> | ||
|
|
||
| <!-- Hoodie --> | ||
| <dependency> | ||
| <groupId>org.apache.hudi</groupId> | ||
| <artifactId>hudi-common</artifactId> | ||
| <version>${project.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.hudi</groupId> | ||
| <artifactId>hudi-sync-common</artifactId> | ||
| <version>${project.version}</version> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.junit.jupiter</groupId> | ||
| <artifactId>junit-jupiter-api</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.junit.jupiter</groupId> | ||
| <artifactId>junit-jupiter-engine</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.junit.vintage</groupId> | ||
| <artifactId>junit-vintage-engine</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
|
|
||
| <dependency> | ||
| <groupId>org.junit.jupiter</groupId> | ||
| <artifactId>junit-jupiter-params</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
|
|
||
| </dependencies> | ||
|
|
||
| <build> | ||
| <resources> | ||
| <resource> | ||
| <directory>src/main/resources</directory> | ||
| </resource> | ||
| </resources> | ||
| <plugins> | ||
| <plugin> | ||
| <groupId>org.apache.rat</groupId> | ||
| <artifactId>apache-rat-plugin</artifactId> | ||
| </plugin> | ||
| <plugin> | ||
| <groupId>org.apache.maven.plugins</groupId> | ||
| <artifactId>maven-jar-plugin</artifactId> | ||
| <version>${maven-jar-plugin.version}</version> | ||
| <executions> | ||
| <execution> | ||
| <goals> | ||
| <goal>test-jar</goal> | ||
| </goals> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| <plugin> | ||
| <groupId>org.jacoco</groupId> | ||
| <artifactId>jacoco-maven-plugin</artifactId> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
|
|
||
| </project> |
234 changes: 234 additions & 0 deletions
234
...-sync/hudi-datahub-sync/src/main/java/org/apache/hudi/sync/datahub/DataHubSyncClient.java
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,234 @@ | ||
| /* | ||
| * 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.sync.datahub; | ||
|
|
||
| import org.apache.hudi.common.table.HoodieTableMetaClient; | ||
| import org.apache.hudi.common.table.TableSchemaResolver; | ||
| import org.apache.hudi.common.table.timeline.HoodieTimeline; | ||
| import org.apache.hudi.common.util.Option; | ||
| import org.apache.hudi.sync.common.AbstractSyncHoodieClient; | ||
| import org.apache.hudi.sync.common.HoodieSyncException; | ||
| import org.apache.hudi.sync.datahub.config.DataHubSyncConfig; | ||
|
|
||
| import com.linkedin.common.urn.DatasetUrn; | ||
| import com.linkedin.data.template.SetMode; | ||
| import com.linkedin.data.template.StringMap; | ||
| import com.linkedin.dataset.DatasetProperties; | ||
| import com.linkedin.schema.ArrayType; | ||
| import com.linkedin.schema.BooleanType; | ||
| import com.linkedin.schema.BytesType; | ||
| import com.linkedin.schema.EnumType; | ||
| import com.linkedin.schema.FixedType; | ||
| import com.linkedin.schema.MapType; | ||
| import com.linkedin.schema.NullType; | ||
| import com.linkedin.schema.NumberType; | ||
| import com.linkedin.schema.OtherSchema; | ||
| import com.linkedin.schema.RecordType; | ||
| import com.linkedin.schema.SchemaField; | ||
| import com.linkedin.schema.SchemaFieldArray; | ||
| import com.linkedin.schema.SchemaFieldDataType; | ||
| import com.linkedin.schema.SchemaMetadata; | ||
| import com.linkedin.schema.StringType; | ||
| import com.linkedin.schema.UnionType; | ||
| import datahub.client.rest.RestEmitter; | ||
| import datahub.event.MetadataChangeProposalWrapper; | ||
| import org.apache.avro.AvroTypeException; | ||
| import org.apache.avro.Schema; | ||
| import org.apache.hadoop.conf.Configuration; | ||
| import org.apache.hadoop.fs.FileSystem; | ||
| import org.apache.parquet.schema.MessageType; | ||
|
|
||
| import java.util.Collections; | ||
| import java.util.List; | ||
| import java.util.Map; | ||
| import java.util.stream.Collectors; | ||
|
|
||
| public class DataHubSyncClient extends AbstractSyncHoodieClient { | ||
|
|
||
| private final HoodieTimeline activeTimeline; | ||
| private final DataHubSyncConfig syncConfig; | ||
| private final Configuration hadoopConf; | ||
| private final DatasetUrn datasetUrn; | ||
|
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||
| public DataHubSyncClient(DataHubSyncConfig syncConfig, Configuration hadoopConf, FileSystem fs) { | ||
| super(syncConfig.basePath, syncConfig.assumeDatePartitioning, syncConfig.useFileListingFromMetadata, false, fs); | ||
| this.syncConfig = syncConfig; | ||
| this.hadoopConf = hadoopConf; | ||
| this.datasetUrn = syncConfig.datasetIdentifier.getDatasetUrn(); | ||
| this.activeTimeline = metaClient.getActiveTimeline().getCommitsTimeline().filterCompletedInstants(); | ||
| } | ||
|
|
||
| @Override | ||
| public void createTable(String tableName, | ||
| MessageType storageSchema, | ||
| String inputFormatClass, | ||
| String outputFormatClass, | ||
| String serdeClass, | ||
| Map<String, String> serdeProperties, | ||
| Map<String, String> tableProperties) { | ||
| throw new UnsupportedOperationException("Not supported: `createTable`"); | ||
| } | ||
|
|
||
| @Override | ||
| public boolean doesTableExist(String tableName) { | ||
| return tableExists(tableName); | ||
| } | ||
|
|
||
| @Override | ||
| public boolean tableExists(String tableName) { | ||
| throw new UnsupportedOperationException("Not supported: `tableExists`"); | ||
| } | ||
|
|
||
| @Override | ||
| public Option<String> getLastCommitTimeSynced(String tableName) { | ||
| throw new UnsupportedOperationException("Not supported: `getLastCommitTimeSynced`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void updateLastCommitTimeSynced(String tableName) { | ||
| updateTableProperties(tableName, Collections.singletonMap(HOODIE_LAST_COMMIT_TIME_SYNC, activeTimeline.lastInstant().get().getTimestamp())); | ||
| } | ||
|
|
||
| @Override | ||
| public Option<String> getLastReplicatedTime(String tableName) { | ||
| throw new UnsupportedOperationException("Not supported: `getLastReplicatedTime`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void updateLastReplicatedTimeStamp(String tableName, String timeStamp) { | ||
| throw new UnsupportedOperationException("Not supported: `updateLastReplicatedTimeStamp`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void deleteLastReplicatedTimeStamp(String tableName) { | ||
| throw new UnsupportedOperationException("Not supported: `deleteLastReplicatedTimeStamp`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void addPartitionsToTable(String tableName, List<String> partitionsToAdd) { | ||
| throw new UnsupportedOperationException("Not supported: `addPartitionsToTable`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void updatePartitionsToTable(String tableName, List<String> changedPartitions) { | ||
| throw new UnsupportedOperationException("Not supported: `updatePartitionsToTable`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void dropPartitionsToTable(String tableName, List<String> partitionsToDrop) { | ||
| throw new UnsupportedOperationException("Not supported: `dropPartitionsToTable`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void updateTableProperties(String tableName, Map<String, String> tableProperties) { | ||
| MetadataChangeProposalWrapper propertiesChangeProposal = MetadataChangeProposalWrapper.builder() | ||
| .entityType("dataset") | ||
| .entityUrn(datasetUrn) | ||
| .upsert() | ||
| .aspect(new DatasetProperties().setCustomProperties(new StringMap(tableProperties))) | ||
| .build(); | ||
|
|
||
| try (RestEmitter emitter = syncConfig.getRestEmitter()) { | ||
| emitter.emit(propertiesChangeProposal, null).get(); | ||
| } catch (Exception e) { | ||
| throw new HoodieDataHubSyncException("Fail to change properties for Dataset " + datasetUrn + ": " + tableProperties, e); | ||
| } | ||
| } | ||
|
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| public void updateTableDefinition(String tableName) { | ||
| Schema avroSchema = getAvroSchemaWithoutMetadataFields(metaClient); | ||
| List<SchemaField> fields = avroSchema.getFields().stream().map(f -> new SchemaField() | ||
| .setFieldPath(f.name()) | ||
| .setType(toSchemaFieldDataType(f.schema().getType())) | ||
| .setDescription(f.doc(), SetMode.IGNORE_NULL) | ||
| .setNativeDataType(f.schema().getType().getName())).collect(Collectors.toList()); | ||
|
|
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| final SchemaMetadata.PlatformSchema platformSchema = new SchemaMetadata.PlatformSchema(); | ||
| platformSchema.setOtherSchema(new OtherSchema().setRawSchema(avroSchema.toString())); | ||
| MetadataChangeProposalWrapper schemaChangeProposal = MetadataChangeProposalWrapper.builder() | ||
| .entityType("dataset") | ||
| .entityUrn(datasetUrn) | ||
| .upsert() | ||
| .aspect(new SchemaMetadata() | ||
| .setSchemaName(tableName) | ||
| .setVersion(0) | ||
| .setHash("") | ||
| .setPlatform(datasetUrn.getPlatformEntity()) | ||
| .setPlatformSchema(platformSchema) | ||
| .setFields(new SchemaFieldArray(fields))) | ||
| .build(); | ||
|
|
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| try (RestEmitter emitter = syncConfig.getRestEmitter()) { | ||
| emitter.emit(schemaChangeProposal, null).get(); | ||
| } catch (Exception e) { | ||
| throw new HoodieDataHubSyncException("Fail to change schema for Dataset " + datasetUrn, e); | ||
| } | ||
| } | ||
|
|
||
| @Override | ||
| public Map<String, String> getTableSchema(String tableName) { | ||
| throw new UnsupportedOperationException("Not supported: `getTableSchema`"); | ||
| } | ||
|
|
||
| @Override | ||
| public void close() { | ||
| // no op; | ||
| } | ||
|
|
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| static Schema getAvroSchemaWithoutMetadataFields(HoodieTableMetaClient metaClient) { | ||
| try { | ||
| return new TableSchemaResolver(metaClient).getTableAvroSchema(true); | ||
| } catch (Exception e) { | ||
| throw new HoodieSyncException("Failed to read avro schema", e); | ||
| } | ||
| } | ||
|
|
||
| static SchemaFieldDataType toSchemaFieldDataType(Schema.Type type) { | ||
| switch (type) { | ||
| case BOOLEAN: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new BooleanType())); | ||
| case INT: | ||
| case LONG: | ||
| case FLOAT: | ||
| case DOUBLE: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new NumberType())); | ||
| case MAP: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new MapType())); | ||
| case ENUM: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new EnumType())); | ||
| case NULL: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new NullType())); | ||
| case ARRAY: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new ArrayType())); | ||
| case BYTES: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new BytesType())); | ||
| case FIXED: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new FixedType())); | ||
| case UNION: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new UnionType())); | ||
| case RECORD: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new RecordType())); | ||
| case STRING: | ||
| return new SchemaFieldDataType().setType(SchemaFieldDataType.Type.create(new StringType())); | ||
| default: | ||
| throw new AvroTypeException("Unexpected type: " + type.getName()); | ||
| } | ||
| } | ||
| } | ||
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