Java tutorial
/* * 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 gobblin.writer.initializer; import gobblin.configuration.ConfigurationKeys; import gobblin.configuration.State; import gobblin.publisher.JdbcPublisher; import gobblin.source.workunit.WorkUnit; import gobblin.util.ForkOperatorUtils; import gobblin.util.jdbc.DataSourceBuilder; import gobblin.writer.Destination; import gobblin.writer.Destination.DestinationType; import gobblin.writer.commands.JdbcWriterCommands; import gobblin.writer.commands.JdbcWriterCommandsFactory; import gobblin.source.extractor.JobCommitPolicy; import java.sql.Connection; import java.sql.ResultSet; import java.sql.SQLException; import java.util.Collection; import java.util.Random; import java.util.Set; import java.util.concurrent.TimeUnit; import javax.sql.DataSource; import lombok.ToString; import org.apache.commons.lang3.StringUtils; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import com.google.common.annotations.VisibleForTesting; import com.google.common.base.Preconditions; import com.google.common.collect.Lists; import com.google.common.collect.Sets; /** * Initialize for JDBC writer and also performs clean up. */ @ToString public class JdbcWriterInitializer implements WriterInitializer { private static final Logger LOG = LoggerFactory.getLogger(JdbcWriterInitializer.class); private static final String STAGING_TABLE_FORMAT = "stage_%d"; private static final int NAMING_STAGING_TABLE_TRIAL = 10; private static final Random RANDOM = new Random(); private final int branches; private final int branchId; private final State state; private final Collection<WorkUnit> workUnits; private final JdbcWriterCommandsFactory jdbcWriterCommandsFactory; private final String database; private String userCreatedStagingTable; private Set<String> createdStagingTables; public JdbcWriterInitializer(State state, Collection<WorkUnit> workUnits) { this(state, workUnits, new JdbcWriterCommandsFactory(), 1, 0); } public JdbcWriterInitializer(State state, Collection<WorkUnit> workUnits, JdbcWriterCommandsFactory jdbcWriterCommandsFactory, int branches, int branchId) { validateInput(state); this.state = state; this.workUnits = Lists.newArrayList(workUnits); this.branches = branches; this.branchId = branchId; this.jdbcWriterCommandsFactory = jdbcWriterCommandsFactory; this.database = getProp(this.state, JdbcPublisher.JDBC_PUBLISHER_DATABASE_NAME, this.branches, this.branchId); this.createdStagingTables = Sets.newHashSet(); //AbstractJobLauncher assumes that the staging is in HDFS and trying to clean it. //As WriterInitializer will clean staging table, we don't need AbstractJobLauncher to clean. state.setProp(ConfigurationKeys.CLEANUP_STAGING_DATA_BY_INITIALIZER, Boolean.toString(true)); } /** * Drop table if it's created by this instance. * Truncate staging tables passed by user. * {@inheritDoc} * @see gobblin.Initializer#close() */ @Override public void close() { LOG.info("Closing " + this.getClass().getSimpleName()); try (Connection conn = createConnection()) { JdbcWriterCommands commands = createJdbcWriterCommands(conn); if (!this.createdStagingTables.isEmpty()) { for (String stagingTable : this.createdStagingTables) { LOG.info("Dropping staging table " + this.createdStagingTables); commands.drop(database, stagingTable); } } if (this.userCreatedStagingTable != null) { LOG.info("Truncating staging table " + this.userCreatedStagingTable); commands.truncate(database, this.userCreatedStagingTable); } } catch (SQLException e) { throw new RuntimeException("Failed to close", e); } } /** * Creating JDBC connection using publisher's connection information. It is OK to use publisher's information * as JdbcWriter is coupled with JdbcPublisher. * * @return JDBC Connection * @throws SQLException */ @VisibleForTesting public Connection createConnection() throws SQLException { DataSource dataSource = DataSourceBuilder.builder() .url(this.state.getProp(JdbcPublisher.JDBC_PUBLISHER_URL)) .driver(this.state.getProp(JdbcPublisher.JDBC_PUBLISHER_DRIVER)) .userName(this.state.getProp(JdbcPublisher.JDBC_PUBLISHER_USERNAME)) .passWord(this.state.getProp(JdbcPublisher.JDBC_PUBLISHER_PASSWORD)) .cryptoKeyLocation(this.state.getProp(JdbcPublisher.JDBC_PUBLISHER_ENCRYPTION_KEY_LOC)) .maxActiveConnections(1).maxIdleConnections(1).state(this.state).build(); return dataSource.getConnection(); } private String createStagingTable(Connection conn, JdbcWriterCommands commands) throws SQLException { String destTableKey = ForkOperatorUtils.getPropertyNameForBranch( JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME, this.branches, this.branchId); String destinationTable = this.state.getProp(destTableKey); if (StringUtils.isEmpty(destinationTable)) { throw new IllegalArgumentException(JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME + " is required for " + this.getClass().getSimpleName() + " for branch " + this.branchId); } String stagingTable = null; for (int i = 0; i < NAMING_STAGING_TABLE_TRIAL; i++) { String tmp = String.format(STAGING_TABLE_FORMAT, System.nanoTime()); LOG.info("Check if staging table " + tmp + " exists."); ResultSet res = conn.getMetaData().getTables(null, database, tmp, new String[] { "TABLE" }); if (!res.next()) { LOG.info("Staging table " + tmp + " does not exist. Creating."); try { commands.createTableStructure(database, destinationTable, tmp); LOG.info("Test if staging table can be dropped. Test by dropping and Creating staging table."); commands.drop(database, tmp); commands.createTableStructure(database, destinationTable, tmp); stagingTable = tmp; break; } catch (SQLException e) { LOG.warn("Failed to create table. Retrying up to " + NAMING_STAGING_TABLE_TRIAL + " times", e); } } else { LOG.info("Staging table " + tmp + " exists."); } try { TimeUnit.MILLISECONDS.sleep(RANDOM.nextInt(1000)); } catch (InterruptedException e) { LOG.info("Sleep has been interrupted.", e); } } if (!StringUtils.isEmpty(stagingTable)) { return stagingTable; } throw new RuntimeException("Failed to create staging table"); } private static String getProp(State state, String key, int branches, int branchId) { String forkedKey = ForkOperatorUtils.getPropertyNameForBranch(key, branches, branchId); return state.getProp(forkedKey); } private static boolean getPropAsBoolean(State state, String key, int branches, int branchId) { return Boolean.parseBoolean(getProp(state, key, branches, branchId)); } /** * Initializes AvroFileJdbcSource for Writer that needs to be happen in single threaded environment. * On each branch: * 1. Check if user chose to skip the staging table * 1.1. If user chose to skip the staging table, and user decided to replace final table, truncate final table. * 2. (User didn't choose to skip the staging table.) Check if user passed the staging table. * 2.1. Truncate staging table, if requested. * 2.2. Confirm if staging table is empty. * 3. Create staging table (At this point user hasn't passed the staging table, and not skipping staging table). * 3.1. Create staging table with unique name. * 3.2. Try to drop and recreate the table to confirm if we can drop it later. * 4. Update Workunit state with staging table information. * @param state */ @Override public void initialize() { try (Connection conn = createConnection()) { JdbcWriterCommands commands = createJdbcWriterCommands(conn); //1. Check if user chose to skip the staging table JobCommitPolicy jobCommitPolicy = JobCommitPolicy.getCommitPolicy(this.state); boolean isSkipStaging = !JobCommitPolicy.COMMIT_ON_FULL_SUCCESS.equals(jobCommitPolicy); if (isSkipStaging) { LOG.info( "Writer will write directly to destination table as JobCommitPolicy is " + jobCommitPolicy); } final String publishTable = getProp(this.state, JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME, this.branches, this.branchId); final String stagingTableKey = ForkOperatorUtils .getPropertyNameForBranch(ConfigurationKeys.WRITER_STAGING_TABLE, this.branches, this.branchId); String stagingTable = this.state.getProp(stagingTableKey); int i = -1; for (WorkUnit wu : this.workUnits) { i++; if (isSkipStaging) { LOG.info("User chose to skip staing table on branch " + this.branchId + " workunit " + i); wu.setProp(stagingTableKey, publishTable); if (i == 0) { //1.1. If user chose to skip the staging table, and user decided to replace final table, truncate final table. if (getPropAsBoolean(this.state, JdbcPublisher.JDBC_PUBLISHER_REPLACE_FINAL_TABLE, this.branches, this.branchId)) { LOG.info("User chose to replace final table " + publishTable + " on branch " + this.branchId + " workunit " + i); commands.truncate(database, publishTable); } } continue; } //2. (User didn't choose to skip the staging table.) Check if user passed the staging table. if (!StringUtils.isEmpty(stagingTable)) { LOG.info("Staging table for branch " + this.branchId + " from user: " + stagingTable); wu.setProp(stagingTableKey, stagingTable); if (i == 0) { //2.1. Truncate staging table, if requested. if (this.state.getPropAsBoolean(ForkOperatorUtils.getPropertyNameForBranch( ConfigurationKeys.WRITER_TRUNCATE_STAGING_TABLE, this.branches, this.branchId), false)) { LOG.info("Truncating staging table " + stagingTable + " as requested."); commands.truncate(database, stagingTable); } //2.2. Confirm if staging table is empty. if (!commands.isEmpty(database, stagingTable)) { LOG.error("Staging table " + stagingTable + " is not empty. Failing."); throw new IllegalArgumentException( "Staging table " + stagingTable + " should be empty."); } this.userCreatedStagingTable = stagingTable; } continue; } //3. Create staging table (At this point user hasn't passed the staging table, and not skipping staging table). LOG.info("Staging table has not been passed from user for branch " + this.branchId + " workunit " + i + " . Creating."); String createdStagingTable = createStagingTable(conn, commands); wu.setProp(stagingTableKey, createdStagingTable); this.createdStagingTables.add(createdStagingTable); LOG.info("Staging table " + createdStagingTable + " has been created for branchId " + this.branchId + " workunit " + i); } } catch (SQLException e) { throw new RuntimeException("Failed with SQL", e); } } private JdbcWriterCommands createJdbcWriterCommands(Connection conn) { String destKey = ForkOperatorUtils.getPropertyNameForBranch(ConfigurationKeys.WRITER_DESTINATION_TYPE_KEY, this.branches, this.branchId); String destType = Preconditions.checkNotNull(this.state.getProp(destKey), destKey + " is required for underlying JDBC product name"); Destination dest = Destination.of(DestinationType.valueOf(destType.toUpperCase()), this.state); return this.jdbcWriterCommandsFactory.newInstance(dest, conn); } /** * 1. User should not define same destination table across different branches. * 2. User should not define same staging table across different branches. * 3. If commit policy is not full, Gobblin will try to write into final table even there's a failure. This will let Gobblin to write in task level. * However, publish data at job level is true, it contradicts with the behavior of Gobblin writing in task level. Thus, validate publish data at job level is false if commit policy is not full. * @param state */ private static void validateInput(State state) { int branches = state.getPropAsInt(ConfigurationKeys.FORK_BRANCHES_KEY, 1); Set<String> publishTables = Sets.newHashSet(); for (int branchId = 0; branchId < branches; branchId++) { String publishTable = Preconditions.checkNotNull( getProp(state, JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME, branches, branchId), JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME + " should not be null."); if (publishTables.contains(publishTable)) { throw new IllegalArgumentException("Duplicate " + JdbcPublisher.JDBC_PUBLISHER_FINAL_TABLE_NAME + " is not allowed across branches"); } publishTables.add(publishTable); } Set<String> stagingTables = Sets.newHashSet(); for (int branchId = 0; branchId < branches; branchId++) { String stagingTable = getProp(state, ConfigurationKeys.WRITER_STAGING_TABLE, branches, branchId); if (!StringUtils.isEmpty(stagingTable) && stagingTables.contains(stagingTable)) { throw new IllegalArgumentException( "Duplicate " + ConfigurationKeys.WRITER_STAGING_TABLE + " is not allowed across branches"); } stagingTables.add(stagingTable); } JobCommitPolicy policy = JobCommitPolicy.getCommitPolicy(state); boolean isPublishJobLevel = state.getPropAsBoolean(ConfigurationKeys.PUBLISH_DATA_AT_JOB_LEVEL, ConfigurationKeys.DEFAULT_PUBLISH_DATA_AT_JOB_LEVEL); if (JobCommitPolicy.COMMIT_ON_FULL_SUCCESS.equals(policy) ^ isPublishJobLevel) { throw new IllegalArgumentException( "Job commit policy should be only " + JobCommitPolicy.COMMIT_ON_FULL_SUCCESS + " when " + ConfigurationKeys.PUBLISH_DATA_AT_JOB_LEVEL + " is true." + " Or Job commit policy should not be " + JobCommitPolicy.COMMIT_ON_FULL_SUCCESS + " and " + ConfigurationKeys.PUBLISH_DATA_AT_JOB_LEVEL + " is false."); } } }