org.apache.hudi.hive.HoodieHiveClient Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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.hive;
import com.google.common.base.Preconditions;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import java.io.IOException;
import java.sql.Connection;
import java.sql.DatabaseMetaData;
import java.sql.DriverManager;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hive.conf.HiveConf;
import org.apache.hadoop.hive.metastore.HiveMetaStoreClient;
import org.apache.hadoop.hive.metastore.api.MetaException;
import org.apache.hadoop.hive.metastore.api.Partition;
import org.apache.hadoop.hive.metastore.api.Table;
import org.apache.hadoop.hive.ql.processors.CommandProcessorResponse;
import org.apache.hadoop.hive.ql.session.SessionState;
import org.apache.hive.jdbc.HiveDriver;
import org.apache.hudi.common.model.HoodieCommitMetadata;
import org.apache.hudi.common.model.HoodieFileFormat;
import org.apache.hudi.common.model.HoodieLogFile;
import org.apache.hudi.common.model.HoodieTableType;
import org.apache.hudi.common.table.HoodieTableMetaClient;
import org.apache.hudi.common.table.HoodieTimeline;
import org.apache.hudi.common.table.timeline.HoodieInstant;
import org.apache.hudi.common.util.FSUtils;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.exception.HoodieIOException;
import org.apache.hudi.exception.InvalidDatasetException;
import org.apache.hudi.hive.util.SchemaUtil;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.apache.parquet.format.converter.ParquetMetadataConverter;
import org.apache.parquet.hadoop.ParquetFileReader;
import org.apache.parquet.hadoop.metadata.ParquetMetadata;
import org.apache.parquet.schema.MessageType;
import org.apache.thrift.TException;
@SuppressWarnings("ConstantConditions")
public class HoodieHiveClient {
private static final String HOODIE_LAST_COMMIT_TIME_SYNC = "last_commit_time_sync";
// Make sure we have the hive JDBC driver in classpath
private static String driverName = HiveDriver.class.getName();
static {
try {
Class.forName(driverName);
} catch (ClassNotFoundException e) {
throw new IllegalStateException("Could not find " + driverName + " in classpath. ", e);
}
}
private static Logger LOG = LogManager.getLogger(HoodieHiveClient.class);
private final HoodieTableMetaClient metaClient;
private final HoodieTableType tableType;
private final PartitionValueExtractor partitionValueExtractor;
private HiveMetaStoreClient client;
private HiveSyncConfig syncConfig;
private FileSystem fs;
private Connection connection;
private HoodieTimeline activeTimeline;
private HiveConf configuration;
public HoodieHiveClient(HiveSyncConfig cfg, HiveConf configuration, FileSystem fs) {
this.syncConfig = cfg;
this.fs = fs;
this.metaClient = new HoodieTableMetaClient(fs.getConf(), cfg.basePath, true);
this.tableType = metaClient.getTableType();
this.configuration = configuration;
// Support both JDBC and metastore based implementations for backwards compatiblity. Future users should
// disable jdbc and depend on metastore client for all hive registrations
if (cfg.useJdbc) {
LOG.info("Creating hive connection " + cfg.jdbcUrl);
createHiveConnection();
}
try {
this.client = new HiveMetaStoreClient(configuration);
} catch (MetaException e) {
throw new HoodieHiveSyncException("Failed to create HiveMetaStoreClient", e);
}
try {
this.partitionValueExtractor =
(PartitionValueExtractor) Class.forName(cfg.partitionValueExtractorClass).newInstance();
} catch (Exception e) {
throw new HoodieHiveSyncException(
"Failed to initialize PartitionValueExtractor class " + cfg.partitionValueExtractorClass, e);
}
activeTimeline = metaClient.getActiveTimeline().getCommitsTimeline().filterCompletedInstants();
}
public HoodieTimeline getActiveTimeline() {
return activeTimeline;
}
/**
* Add the (NEW) partitons to the table
*/
void addPartitionsToTable(List partitionsToAdd) {
if (partitionsToAdd.isEmpty()) {
LOG.info("No partitions to add for " + syncConfig.tableName);
return;
}
LOG.info("Adding partitions " + partitionsToAdd.size() + " to table " + syncConfig.tableName);
String sql = constructAddPartitions(partitionsToAdd);
updateHiveSQL(sql);
}
/**
* Partition path has changed - update the path for te following partitions
*/
void updatePartitionsToTable(List changedPartitions) {
if (changedPartitions.isEmpty()) {
LOG.info("No partitions to change for " + syncConfig.tableName);
return;
}
LOG.info("Changing partitions " + changedPartitions.size() + " on " + syncConfig.tableName);
List sqls = constructChangePartitions(changedPartitions);
for (String sql : sqls) {
updateHiveSQL(sql);
}
}
private String constructAddPartitions(List partitions) {
StringBuilder alterSQL = new StringBuilder("ALTER TABLE ");
alterSQL.append(syncConfig.databaseName).append(".").append(syncConfig.tableName).append(" ADD IF NOT EXISTS ");
for (String partition : partitions) {
String partitionClause = getPartitionClause(partition);
String fullPartitionPath = FSUtils.getPartitionPath(syncConfig.basePath, partition).toString();
alterSQL.append(" PARTITION (").append(partitionClause).append(") LOCATION '").append(fullPartitionPath)
.append("' ");
}
return alterSQL.toString();
}
/**
* Generate Hive Partition from partition values
*
* @param partition Partition path
* @return
*/
private String getPartitionClause(String partition) {
List partitionValues = partitionValueExtractor.extractPartitionValuesInPath(partition);
Preconditions.checkArgument(syncConfig.partitionFields.size() == partitionValues.size(),
"Partition key parts " + syncConfig.partitionFields + " does not match with partition values " + partitionValues
+ ". Check partition strategy. ");
List partBuilder = new ArrayList<>();
for (int i = 0; i < syncConfig.partitionFields.size(); i++) {
partBuilder.add(syncConfig.partitionFields.get(i) + "=" + "'" + partitionValues.get(i) + "'");
}
return partBuilder.stream().collect(Collectors.joining(","));
}
private List constructChangePartitions(List partitions) {
List changePartitions = Lists.newArrayList();
// Hive 2.x doesn't like db.table name for operations, hence we need to change to using the database first
String useDatabase = "USE " + syncConfig.databaseName;
changePartitions.add(useDatabase);
String alterTable = "ALTER TABLE " + syncConfig.tableName;
for (String partition : partitions) {
String partitionClause = getPartitionClause(partition);
String fullPartitionPath = FSUtils.getPartitionPath(syncConfig.basePath, partition).toString();
String changePartition =
alterTable + " PARTITION (" + partitionClause + ") SET LOCATION '" + fullPartitionPath + "'";
changePartitions.add(changePartition);
}
return changePartitions;
}
/**
* Iterate over the storage partitions and find if there are any new partitions that need to be added or updated.
* Generate a list of PartitionEvent based on the changes required.
*/
List getPartitionEvents(List tablePartitions, List partitionStoragePartitions) {
Map paths = Maps.newHashMap();
for (Partition tablePartition : tablePartitions) {
List hivePartitionValues = tablePartition.getValues();
Collections.sort(hivePartitionValues);
String fullTablePartitionPath =
Path.getPathWithoutSchemeAndAuthority(new Path(tablePartition.getSd().getLocation())).toUri().getPath();
paths.put(String.join(", ", hivePartitionValues), fullTablePartitionPath);
}
List events = Lists.newArrayList();
for (String storagePartition : partitionStoragePartitions) {
String fullStoragePartitionPath = FSUtils.getPartitionPath(syncConfig.basePath, storagePartition).toString();
// Check if the partition values or if hdfs path is the same
List storagePartitionValues = partitionValueExtractor.extractPartitionValuesInPath(storagePartition);
Collections.sort(storagePartitionValues);
if (!storagePartitionValues.isEmpty()) {
String storageValue = String.join(", ", storagePartitionValues);
if (!paths.containsKey(storageValue)) {
events.add(PartitionEvent.newPartitionAddEvent(storagePartition));
} else if (!paths.get(storageValue).equals(fullStoragePartitionPath)) {
events.add(PartitionEvent.newPartitionUpdateEvent(storagePartition));
}
}
}
return events;
}
/**
* Scan table partitions
*/
public List scanTablePartitions() throws TException {
return client.listPartitions(syncConfig.databaseName, syncConfig.tableName, (short) -1);
}
void updateTableDefinition(MessageType newSchema) {
try {
String newSchemaStr = SchemaUtil.generateSchemaString(newSchema, syncConfig.partitionFields);
// Cascade clause should not be present for non-partitioned tables
String cascadeClause = syncConfig.partitionFields.size() > 0 ? " cascade" : "";
StringBuilder sqlBuilder = new StringBuilder("ALTER TABLE ").append("`").append(syncConfig.databaseName)
.append(".").append(syncConfig.tableName).append("`").append(" REPLACE COLUMNS(").append(newSchemaStr)
.append(" )").append(cascadeClause);
LOG.info("Updating table definition with " + sqlBuilder);
updateHiveSQL(sqlBuilder.toString());
} catch (IOException e) {
throw new HoodieHiveSyncException("Failed to update table for " + syncConfig.tableName, e);
}
}
void createTable(MessageType storageSchema, String inputFormatClass, String outputFormatClass, String serdeClass) {
try {
String createSQLQuery =
SchemaUtil.generateCreateDDL(storageSchema, syncConfig, inputFormatClass, outputFormatClass, serdeClass);
LOG.info("Creating table with " + createSQLQuery);
updateHiveSQL(createSQLQuery);
} catch (IOException e) {
throw new HoodieHiveSyncException("Failed to create table " + syncConfig.tableName, e);
}
}
/**
* Get the table schema
*/
public Map getTableSchema() {
if (syncConfig.useJdbc) {
if (!doesTableExist()) {
throw new IllegalArgumentException(
"Failed to get schema for table " + syncConfig.tableName + " does not exist");
}
Map schema = Maps.newHashMap();
ResultSet result = null;
try {
DatabaseMetaData databaseMetaData = connection.getMetaData();
result = databaseMetaData.getColumns(null, syncConfig.databaseName, syncConfig.tableName, null);
while (result.next()) {
String columnName = result.getString(4);
String columnType = result.getString(6);
if ("DECIMAL".equals(columnType)) {
int columnSize = result.getInt("COLUMN_SIZE");
int decimalDigits = result.getInt("DECIMAL_DIGITS");
columnType += String.format("(%s,%s)", columnSize, decimalDigits);
}
schema.put(columnName, columnType);
}
return schema;
} catch (SQLException e) {
throw new HoodieHiveSyncException("Failed to get table schema for " + syncConfig.tableName, e);
} finally {
closeQuietly(result, null);
}
} else {
return getTableSchemaUsingMetastoreClient();
}
}
public Map getTableSchemaUsingMetastoreClient() {
try {
// HiveMetastoreClient returns partition keys separate from Columns, hence get both and merge to
// get the Schema of the table.
final long start = System.currentTimeMillis();
Table table = this.client.getTable(syncConfig.databaseName, syncConfig.tableName);
Map partitionKeysMap =
table.getPartitionKeys().stream().collect(Collectors.toMap(f -> f.getName(), f -> f.getType().toUpperCase()));
Map columnsMap =
table.getSd().getCols().stream().collect(Collectors.toMap(f -> f.getName(), f -> f.getType().toUpperCase()));
Map schema = new HashMap<>();
schema.putAll(columnsMap);
schema.putAll(partitionKeysMap);
final long end = System.currentTimeMillis();
LOG.info(String.format("Time taken to getTableSchema: %s ms", (end - start)));
return schema;
} catch (Exception e) {
throw new HoodieHiveSyncException("Failed to get table schema for : " + syncConfig.tableName, e);
}
}
/**
* Gets the schema for a hoodie dataset. Depending on the type of table, read from any file written in the latest
* commit. We will assume that the schema has not changed within a single atomic write.
*
* @return Parquet schema for this dataset
*/
@SuppressWarnings("WeakerAccess")
public MessageType getDataSchema() {
try {
switch (tableType) {
case COPY_ON_WRITE:
// If this is COW, get the last commit and read the schema from a file written in the
// last commit
HoodieInstant lastCommit =
activeTimeline.lastInstant().orElseThrow(() -> new InvalidDatasetException(syncConfig.basePath));
HoodieCommitMetadata commitMetadata = HoodieCommitMetadata
.fromBytes(activeTimeline.getInstantDetails(lastCommit).get(), HoodieCommitMetadata.class);
String filePath = commitMetadata.getFileIdAndFullPaths(metaClient.getBasePath()).values().stream().findAny()
.orElseThrow(() -> new IllegalArgumentException("Could not find any data file written for commit "
+ lastCommit + ", could not get schema for dataset " + metaClient.getBasePath() + ", Metadata :"
+ commitMetadata));
return readSchemaFromDataFile(new Path(filePath));
case MERGE_ON_READ:
// If this is MOR, depending on whether the latest commit is a delta commit or
// compaction commit
// Get a datafile written and get the schema from that file
Option lastCompactionCommit =
metaClient.getActiveTimeline().getCommitTimeline().filterCompletedInstants().lastInstant();
LOG.info("Found the last compaction commit as " + lastCompactionCommit);
Option lastDeltaCommit;
if (lastCompactionCommit.isPresent()) {
lastDeltaCommit = metaClient.getActiveTimeline().getDeltaCommitTimeline().filterCompletedInstants()
.findInstantsAfter(lastCompactionCommit.get().getTimestamp(), Integer.MAX_VALUE).lastInstant();
} else {
lastDeltaCommit =
metaClient.getActiveTimeline().getDeltaCommitTimeline().filterCompletedInstants().lastInstant();
}
LOG.info("Found the last delta commit " + lastDeltaCommit);
if (lastDeltaCommit.isPresent()) {
HoodieInstant lastDeltaInstant = lastDeltaCommit.get();
// read from the log file wrote
commitMetadata = HoodieCommitMetadata.fromBytes(activeTimeline.getInstantDetails(lastDeltaInstant).get(),
HoodieCommitMetadata.class);
Pair filePathWithFormat =
commitMetadata.getFileIdAndFullPaths(metaClient.getBasePath()).values().stream()
.filter(s -> s.contains(HoodieLogFile.DELTA_EXTENSION)).findAny()
.map(f -> Pair.of(f, HoodieFileFormat.HOODIE_LOG)).orElseGet(() -> {
// No Log files in Delta-Commit. Check if there are any parquet files
return commitMetadata.getFileIdAndFullPaths(metaClient.getBasePath()).values().stream()
.filter(s -> s.contains((metaClient.getTableConfig().getROFileFormat().getFileExtension())))
.findAny().map(f -> Pair.of(f, HoodieFileFormat.PARQUET)).orElseThrow(() -> {
return new IllegalArgumentException("Could not find any data file written for commit "
+ lastDeltaInstant + ", could not get schema for dataset " + metaClient.getBasePath()
+ ", CommitMetadata :" + commitMetadata);
});
});
switch (filePathWithFormat.getRight()) {
case HOODIE_LOG:
return readSchemaFromLogFile(lastCompactionCommit, new Path(filePathWithFormat.getLeft()));
case PARQUET:
return readSchemaFromDataFile(new Path(filePathWithFormat.getLeft()));
default:
throw new IllegalArgumentException("Unknown file format :" + filePathWithFormat.getRight()
+ " for file " + filePathWithFormat.getLeft());
}
} else {
return readSchemaFromLastCompaction(lastCompactionCommit);
}
default:
LOG.error("Unknown table type " + tableType);
throw new InvalidDatasetException(syncConfig.basePath);
}
} catch (IOException e) {
throw new HoodieHiveSyncException("Failed to get dataset schema for " + syncConfig.tableName, e);
}
}
/**
* Read schema from a data file from the last compaction commit done.
*/
@SuppressWarnings("OptionalUsedAsFieldOrParameterType")
private MessageType readSchemaFromLastCompaction(Option lastCompactionCommitOpt) throws IOException {
HoodieInstant lastCompactionCommit = lastCompactionCommitOpt.orElseThrow(() -> new HoodieHiveSyncException(
"Could not read schema from last compaction, no compaction commits found on path " + syncConfig.basePath));
// Read from the compacted file wrote
HoodieCommitMetadata compactionMetadata = HoodieCommitMetadata
.fromBytes(activeTimeline.getInstantDetails(lastCompactionCommit).get(), HoodieCommitMetadata.class);
String filePath = compactionMetadata.getFileIdAndFullPaths(metaClient.getBasePath()).values().stream().findAny()
.orElseThrow(() -> new IllegalArgumentException("Could not find any data file written for compaction "
+ lastCompactionCommit + ", could not get schema for dataset " + metaClient.getBasePath()));
return readSchemaFromDataFile(new Path(filePath));
}
/**
* Read the schema from the log file on path
*/
@SuppressWarnings("OptionalUsedAsFieldOrParameterType")
private MessageType readSchemaFromLogFile(Option lastCompactionCommitOpt, Path path)
throws IOException {
MessageType messageType = SchemaUtil.readSchemaFromLogFile(fs, path);
// Fall back to read the schema from last compaction
if (messageType == null) {
LOG.info("Falling back to read the schema from last compaction " + lastCompactionCommitOpt);
return readSchemaFromLastCompaction(lastCompactionCommitOpt);
}
return messageType;
}
/**
* Read the parquet schema from a parquet File
*/
private MessageType readSchemaFromDataFile(Path parquetFilePath) throws IOException {
LOG.info("Reading schema from " + parquetFilePath);
if (!fs.exists(parquetFilePath)) {
throw new IllegalArgumentException(
"Failed to read schema from data file " + parquetFilePath + ". File does not exist.");
}
ParquetMetadata fileFooter =
ParquetFileReader.readFooter(fs.getConf(), parquetFilePath, ParquetMetadataConverter.NO_FILTER);
return fileFooter.getFileMetaData().getSchema();
}
/**
* @return true if the configured table exists
*/
public boolean doesTableExist() {
try {
return client.tableExists(syncConfig.databaseName, syncConfig.tableName);
} catch (TException e) {
throw new HoodieHiveSyncException("Failed to check if table exists " + syncConfig.tableName, e);
}
}
/**
* Execute a update in hive metastore with this SQL
*
* @param s SQL to execute
*/
public void updateHiveSQL(String s) {
if (syncConfig.useJdbc) {
Statement stmt = null;
try {
stmt = connection.createStatement();
LOG.info("Executing SQL " + s);
stmt.execute(s);
} catch (SQLException e) {
throw new HoodieHiveSyncException("Failed in executing SQL " + s, e);
} finally {
closeQuietly(null, stmt);
}
} else {
updateHiveSQLUsingHiveDriver(s);
}
}
/**
* Execute a update in hive using Hive Driver
*
* @param sql SQL statement to execute
*/
public CommandProcessorResponse updateHiveSQLUsingHiveDriver(String sql) throws HoodieHiveSyncException {
List responses = updateHiveSQLs(Arrays.asList(sql));
return responses.get(responses.size() - 1);
}
private List updateHiveSQLs(List sqls) throws HoodieHiveSyncException {
SessionState ss = null;
org.apache.hadoop.hive.ql.Driver hiveDriver = null;
List responses = new ArrayList<>();
try {
final long startTime = System.currentTimeMillis();
ss = SessionState.start(configuration);
hiveDriver = new org.apache.hadoop.hive.ql.Driver(configuration);
final long endTime = System.currentTimeMillis();
LOG.info(String.format("Time taken to start SessionState and create Driver: %s ms", (endTime - startTime)));
for (String sql : sqls) {
final long start = System.currentTimeMillis();
responses.add(hiveDriver.run(sql));
final long end = System.currentTimeMillis();
LOG.info(String.format("Time taken to execute [%s]: %s ms", sql, (end - start)));
}
} catch (Exception e) {
throw new HoodieHiveSyncException("Failed in executing SQL", e);
} finally {
if (ss != null) {
try {
ss.close();
} catch (IOException ie) {
LOG.error("Error while closing SessionState", ie);
}
}
if (hiveDriver != null) {
try {
hiveDriver.close();
} catch (Exception e) {
LOG.error("Error while closing hiveDriver", e);
}
}
}
return responses;
}
private void createHiveConnection() {
if (connection == null) {
try {
Class.forName(HiveDriver.class.getCanonicalName());
} catch (ClassNotFoundException e) {
LOG.error("Unable to load Hive driver class", e);
return;
}
try {
this.connection = DriverManager.getConnection(syncConfig.jdbcUrl, syncConfig.hiveUser, syncConfig.hivePass);
LOG.info("Successfully established Hive connection to " + syncConfig.jdbcUrl);
} catch (SQLException e) {
throw new HoodieHiveSyncException("Cannot create hive connection " + getHiveJdbcUrlWithDefaultDBName(), e);
}
}
}
private String getHiveJdbcUrlWithDefaultDBName() {
String hiveJdbcUrl = syncConfig.jdbcUrl;
String urlAppend = null;
// If the hive url contains addition properties like ;transportMode=http;httpPath=hs2
if (hiveJdbcUrl.contains(";")) {
urlAppend = hiveJdbcUrl.substring(hiveJdbcUrl.indexOf(";"));
hiveJdbcUrl = hiveJdbcUrl.substring(0, hiveJdbcUrl.indexOf(";"));
}
if (!hiveJdbcUrl.endsWith("/")) {
hiveJdbcUrl = hiveJdbcUrl + "/";
}
return hiveJdbcUrl + (urlAppend == null ? "" : urlAppend);
}
private static void closeQuietly(ResultSet resultSet, Statement stmt) {
try {
if (stmt != null) {
stmt.close();
}
} catch (SQLException e) {
LOG.error("Could not close the statement opened ", e);
}
try {
if (resultSet != null) {
resultSet.close();
}
} catch (SQLException e) {
LOG.error("Could not close the resultset opened ", e);
}
}
public String getBasePath() {
return metaClient.getBasePath();
}
HoodieTableType getTableType() {
return tableType;
}
public FileSystem getFs() {
return fs;
}
public Option getLastCommitTimeSynced() {
// Get the last commit time from the TBLproperties
try {
Table database = client.getTable(syncConfig.databaseName, syncConfig.tableName);
return Option.ofNullable(database.getParameters().getOrDefault(HOODIE_LAST_COMMIT_TIME_SYNC, null));
} catch (Exception e) {
throw new HoodieHiveSyncException("Failed to get the last commit time synced from the database", e);
}
}
public void close() {
try {
if (connection != null) {
connection.close();
}
if (client != null) {
client.close();
client = null;
}
} catch (SQLException e) {
LOG.error("Could not close connection ", e);
}
}
@SuppressWarnings("OptionalUsedAsFieldOrParameterType")
List getPartitionsWrittenToSince(Option lastCommitTimeSynced) {
if (!lastCommitTimeSynced.isPresent()) {
LOG.info("Last commit time synced is not known, listing all partitions in " + syncConfig.basePath + ",FS :" + fs);
try {
return FSUtils.getAllPartitionPaths(fs, syncConfig.basePath, syncConfig.assumeDatePartitioning);
} catch (IOException e) {
throw new HoodieIOException("Failed to list all partitions in " + syncConfig.basePath, e);
}
} else {
LOG.info("Last commit time synced is " + lastCommitTimeSynced.get() + ", Getting commits since then");
HoodieTimeline timelineToSync = activeTimeline.findInstantsAfter(lastCommitTimeSynced.get(), Integer.MAX_VALUE);
return timelineToSync.getInstants().map(s -> {
try {
return HoodieCommitMetadata.fromBytes(activeTimeline.getInstantDetails(s).get(), HoodieCommitMetadata.class);
} catch (IOException e) {
throw new HoodieIOException("Failed to get partitions written since " + lastCommitTimeSynced, e);
}
}).flatMap(s -> s.getPartitionToWriteStats().keySet().stream()).distinct().collect(Collectors.toList());
}
}
List getAllTables(String db) throws Exception {
return client.getAllTables(db);
}
void updateLastCommitTimeSynced() {
// Set the last commit time from the TBLproperties
String lastCommitSynced = activeTimeline.lastInstant().get().getTimestamp();
try {
Table table = client.getTable(syncConfig.databaseName, syncConfig.tableName);
table.putToParameters(HOODIE_LAST_COMMIT_TIME_SYNC, lastCommitSynced);
client.alter_table(syncConfig.databaseName, syncConfig.tableName, table);
} catch (Exception e) {
throw new HoodieHiveSyncException("Failed to get update last commit time synced to " + lastCommitSynced, e);
}
}
/**
* Partition Event captures any partition that needs to be added or updated
*/
static class PartitionEvent {
public enum PartitionEventType {
ADD, UPDATE
}
PartitionEventType eventType;
String storagePartition;
PartitionEvent(PartitionEventType eventType, String storagePartition) {
this.eventType = eventType;
this.storagePartition = storagePartition;
}
static PartitionEvent newPartitionAddEvent(String storagePartition) {
return new PartitionEvent(PartitionEventType.ADD, storagePartition);
}
static PartitionEvent newPartitionUpdateEvent(String storagePartition) {
return new PartitionEvent(PartitionEventType.UPDATE, storagePartition);
}
}
}