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Sync Tool registers 2 tables, RO and RT Tables

This commit is contained in:
Nishith Agarwal
2017-06-22 20:33:33 -07:00
committed by prazanna
parent 5cc071f74e
commit e5d9b818bc
3 changed files with 96 additions and 25 deletions

View File

@@ -26,10 +26,6 @@ import com.uber.hoodie.hadoop.realtime.HoodieRealtimeInputFormat;
import com.uber.hoodie.hive.HoodieHiveClient.PartitionEvent;
import com.uber.hoodie.hive.HoodieHiveClient.PartitionEvent.PartitionEventType;
import com.uber.hoodie.hive.util.SchemaUtil;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.stream.Collectors;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.hive.conf.HiveConf;
import org.apache.hadoop.hive.metastore.api.Partition;
@@ -39,6 +35,12 @@ import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import parquet.schema.MessageType;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.stream.Collectors;
/**
* Tool to sync a hoodie HDFS dataset with a hive metastore table.
* Either use it as a api HiveSyncTool.syncHoodieTable(HiveSyncConfig)
@@ -53,6 +55,7 @@ public class HiveSyncTool {
private static Logger LOG = LoggerFactory.getLogger(HiveSyncTool.class);
private final HoodieHiveClient hoodieHiveClient;
public final static String SUFFIX_REALTIME_TABLE = "_rt";
private final HiveSyncConfig cfg;
public HiveSyncTool(HiveSyncConfig cfg, HiveConf configuration, FileSystem fs) {
@@ -61,15 +64,38 @@ public class HiveSyncTool {
}
public void syncHoodieTable() {
LOG.info("Trying to sync hoodie table" + cfg.tableName + " with base path " + hoodieHiveClient
switch(hoodieHiveClient.getTableType()) {
case COPY_ON_WRITE:
syncHoodieTable(false);
break;
case MERGE_ON_READ:
//sync a RO table for MOR
syncHoodieTable(false);
String originalTableName = cfg.tableName;
//TODO : Make realtime table registration optional using a config param
cfg.tableName = cfg.tableName + SUFFIX_REALTIME_TABLE;
//sync a RT table for MOR
syncHoodieTable(true);
cfg.tableName = originalTableName;
break;
default:
LOG.error("Unknown table type " + hoodieHiveClient.getTableType());
throw new InvalidDatasetException(hoodieHiveClient.getBasePath());
}
hoodieHiveClient.close();
}
private void syncHoodieTable(boolean isRealTime) {
LOG.info("Trying to sync hoodie table " + cfg.tableName + " with base path " + hoodieHiveClient
.getBasePath() + " of type " + hoodieHiveClient
.getTableType());
// Check if the necessary table exists
boolean tableExists = hoodieHiveClient.doesTableExist();
// Get the parquet schema for this dataset looking at the latest commit
MessageType schema = hoodieHiveClient.getDataSchema();
// Sync schema if needed
syncSchema(tableExists, schema);
syncSchema(tableExists, isRealTime, schema);
LOG.info("Schema sync complete. Syncing partitions for " + cfg.tableName);
// Get the last time we successfully synced partitions
@@ -86,8 +112,6 @@ public class HiveSyncTool {
hoodieHiveClient.updateLastCommitTimeSynced();
LOG.info("Sync complete for " + cfg.tableName);
hoodieHiveClient.close();
}
/**
@@ -97,29 +121,19 @@ public class HiveSyncTool {
* @param tableExists - does table exist
* @param schema - extracted schema
*/
private void syncSchema(boolean tableExists, MessageType schema) {
private void syncSchema(boolean tableExists, boolean isRealTime, MessageType schema) {
// Check and sync schema
if (!tableExists) {
LOG.info("Table " + cfg.tableName + " is not found. Creating it");
switch (hoodieHiveClient.getTableType()) {
case COPY_ON_WRITE:
hoodieHiveClient.createTable(schema, HoodieInputFormat.class.getName(),
MapredParquetOutputFormat.class.getName(), ParquetHiveSerDe.class.getName());
break;
case MERGE_ON_READ:
// create RT Table
if(!isRealTime) {
// TODO - RO Table for MOR only after major compaction (UnboundedCompaction is default for now)
hoodieHiveClient.createTable(schema, HoodieInputFormat.class.getName(),
MapredParquetOutputFormat.class.getName(), ParquetHiveSerDe.class.getName());
} else {
// Custom serde will not work with ALTER TABLE REPLACE COLUMNS
// https://github.com/apache/hive/blob/release-1.1.0/ql/src/java/org/apache/hadoop/hive/ql/exec/DDLTask.java#L3488
// Need a fix to check instance of
// hoodieHiveClient.createTable(schema, HoodieRealtimeInputFormat.class.getName(),
// MapredParquetOutputFormat.class.getName(), HoodieParquetSerde.class.getName());
hoodieHiveClient.createTable(schema, HoodieRealtimeInputFormat.class.getName(),
MapredParquetOutputFormat.class.getName(), ParquetHiveSerDe.class.getName());
// TODO - create RO Table
break;
default:
LOG.error("Unknown table type " + hoodieHiveClient.getTableType());
throw new InvalidDatasetException(hoodieHiveClient.getBasePath());
MapredParquetOutputFormat.class.getName(), ParquetHiveSerDe.class.getName());
}
} else {
// Check if the dataset schema has evolved