/* * Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com) * * Licensed 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 com.uber.hoodie.io; import com.uber.hoodie.WriteStatus; import com.uber.hoodie.common.io.storage.HoodieWrapperFileSystem; import com.uber.hoodie.common.model.HoodieRecord; import com.uber.hoodie.common.model.HoodieRecordPayload; import com.uber.hoodie.common.util.FSUtils; import com.uber.hoodie.common.util.FailSafeConsistencyGuard; import com.uber.hoodie.common.util.HoodieAvroUtils; import com.uber.hoodie.common.util.HoodieTimer; import com.uber.hoodie.common.util.NoOpConsistencyGuard; import com.uber.hoodie.common.util.ReflectionUtils; import com.uber.hoodie.config.HoodieWriteConfig; import com.uber.hoodie.exception.HoodieException; import com.uber.hoodie.exception.HoodieIOException; import com.uber.hoodie.table.HoodieTable; import java.io.IOException; import java.util.Optional; import org.apache.avro.Schema; import org.apache.avro.generic.GenericRecord; import org.apache.avro.generic.IndexedRecord; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.log4j.LogManager; import org.apache.log4j.Logger; import org.apache.spark.TaskContext; public abstract class HoodieIOHandle { private static Logger logger = LogManager.getLogger(HoodieIOHandle.class); protected final String commitTime; protected final String fileId; protected final String writeToken; protected final HoodieWriteConfig config; protected final FileSystem fs; protected final HoodieTable hoodieTable; protected final Schema originalSchema; protected final Schema writerSchema; protected HoodieTimer timer; protected final WriteStatus writeStatus; public HoodieIOHandle(HoodieWriteConfig config, String commitTime, String fileId, HoodieTable hoodieTable) { this.commitTime = commitTime; this.fileId = fileId; this.writeToken = makeSparkWriteToken(); this.config = config; this.fs = getFileSystem(hoodieTable, config); this.hoodieTable = hoodieTable; this.originalSchema = new Schema.Parser().parse(config.getSchema()); this.writerSchema = createHoodieWriteSchema(originalSchema); this.timer = new HoodieTimer().startTimer(); this.writeStatus = (WriteStatus) ReflectionUtils.loadClass(config.getWriteStatusClassName(), !hoodieTable.getIndex().isImplicitWithStorage(), config.getWriteStatusFailureFraction()); } private static FileSystem getFileSystem(HoodieTable hoodieTable, HoodieWriteConfig config) { return new HoodieWrapperFileSystem(hoodieTable.getMetaClient().getFs(), config.isConsistencyCheckEnabled() ? new FailSafeConsistencyGuard(hoodieTable.getMetaClient().getFs(), config.getMaxConsistencyChecks(), config.getInitialConsistencyCheckIntervalMs(), config.getMaxConsistencyCheckIntervalMs()) : new NoOpConsistencyGuard()); } /** * Generate a write token based on the currently running spark task and its place in the spark dag. */ private static String makeSparkWriteToken() { return FSUtils.makeWriteToken(TaskContext.getPartitionId(), TaskContext.get().stageId(), TaskContext.get().taskAttemptId()); } public static Schema createHoodieWriteSchema(Schema originalSchema) { return HoodieAvroUtils.addMetadataFields(originalSchema); } public Path makeNewPath(String partitionPath) { Path path = FSUtils.getPartitionPath(config.getBasePath(), partitionPath); try { fs.mkdirs(path); // create a new partition as needed. } catch (IOException e) { throw new HoodieIOException("Failed to make dir " + path, e); } return new Path(path.toString(), FSUtils.makeDataFileName(commitTime, writeToken, fileId)); } /** * Creates an empty marker file corresponding to storage writer path * @param partitionPath Partition path */ protected void createMarkerFile(String partitionPath) { Path markerPath = makeNewMarkerPath(partitionPath); try { logger.info("Creating Marker Path=" + markerPath); fs.create(markerPath, false).close(); } catch (IOException e) { throw new HoodieException("Failed to create marker file " + markerPath, e); } } /** * THe marker path will be /.hoodie/.temp//2019/04/25/filename * @param partitionPath * @return */ private Path makeNewMarkerPath(String partitionPath) { Path markerRootPath = new Path(hoodieTable.getMetaClient().getMarkerFolderPath(commitTime)); Path path = FSUtils.getPartitionPath(markerRootPath, partitionPath); try { fs.mkdirs(path); // create a new partition as needed. } catch (IOException e) { throw new HoodieIOException("Failed to make dir " + path, e); } return new Path(path.toString(), FSUtils.makeMarkerFile(commitTime, writeToken, fileId)); } public Schema getWriterSchema() { return writerSchema; } /** * Determines whether we can accept the incoming records, into the current file, depending on *

* - Whether it belongs to the same partitionPath as existing records - Whether the current file * written bytes lt max file size */ public boolean canWrite(HoodieRecord record) { return false; } /** * Perform the actual writing of the given record into the backing file. */ public void write(HoodieRecord record, Optional insertValue) { // NO_OP } /** * Perform the actual writing of the given record into the backing file. */ public void write(HoodieRecord record, Optional avroRecord, Optional exception) { Optional recordMetadata = record.getData().getMetadata(); if (exception.isPresent() && exception.get() instanceof Throwable) { // Not throwing exception from here, since we don't want to fail the entire job for a single record writeStatus.markFailure(record, exception.get(), recordMetadata); logger.error("Error writing record " + record, exception.get()); } else { write(record, avroRecord); } } /** * Rewrite the GenericRecord with the Schema containing the Hoodie Metadata fields * @param record * @return */ protected GenericRecord rewriteRecord(GenericRecord record) { return HoodieAvroUtils.rewriteRecord(record, writerSchema); } public abstract WriteStatus close(); public abstract WriteStatus getWriteStatus(); }