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Reformatting code per Google Code Style all over

This commit is contained in:
Vinoth Chandar
2017-11-12 22:54:56 -08:00
committed by vinoth chandar
parent 5a62480a92
commit e45679f5e2
254 changed files with 21580 additions and 21108 deletions

View File

@@ -25,19 +25,6 @@ import com.uber.hoodie.common.table.timeline.HoodieInstant;
import com.uber.hoodie.exception.HoodieException;
import com.uber.hoodie.utilities.exception.HoodieIncrementalPullException;
import com.uber.hoodie.utilities.exception.HoodieIncrementalPullSQLException;
import org.apache.commons.dbcp.BasicDataSource;
import org.apache.commons.io.IOUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.permission.FsAction;
import org.apache.hadoop.fs.permission.FsPermission;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.stringtemplate.v4.ST;
import javax.sql.DataSource;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.IOException;
@@ -50,301 +37,343 @@ import java.util.List;
import java.util.Optional;
import java.util.Scanner;
import java.util.stream.Collectors;
import javax.sql.DataSource;
import org.apache.commons.dbcp.BasicDataSource;
import org.apache.commons.io.IOUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.permission.FsAction;
import org.apache.hadoop.fs.permission.FsPermission;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.stringtemplate.v4.ST;
/**
* Utility to pull data after a given commit, based on the supplied HiveQL and save the delta as another hive temporary table.
* Utility to pull data after a given commit, based on the supplied HiveQL and save the delta as
* another hive temporary table.
*
* Current Limitations:
*
* - Only the source table can be incrementally pulled (usually the largest table)
* - The incrementally pulled table can't be referenced more than once.
* - Only the source table can be incrementally pulled (usually the largest table) - The
* incrementally pulled table can't be referenced more than once.
*/
public class HiveIncrementalPuller {
private static Logger log = LogManager.getLogger(HiveIncrementalPuller.class);
private static String driverName = "org.apache.hive.jdbc.HiveDriver";
private static Logger log = LogManager.getLogger(HiveIncrementalPuller.class);
private static String driverName = "org.apache.hive.jdbc.HiveDriver";
public static class Config implements Serializable {
@Parameter(names = {"--hiveUrl"}) public String hiveJDBCUrl =
"jdbc:hive2://localhost:10014/;transportMode=http;httpPath=hs2";
@Parameter(names = {"--hiveUser"}) public String hiveUsername = "hive";
@Parameter(names = {"--hivePass"}) public String hivePassword = "";
@Parameter(names = {"--queue"}) public String yarnQueueName = "hadoop-queue";
@Parameter(names = {"--tmp"}) public String hoodieTmpDir = "/app/hoodie/intermediate";
@Parameter(names = {"--extractSQLFile"}, required = true) public String incrementalSQLFile;
@Parameter(names = {"--sourceDb"}, required = true) public String sourceDb;
@Parameter(names = {"--sourceTable"}, required = true) public String sourceTable;
@Parameter(names = {"--targetDb"}) public String targetDb;
@Parameter(names = {"--targetTable"}, required = true) public String targetTable;
@Parameter(names = {"--tmpdb"}) public String tmpDb = "tmp";
@Parameter(names = {"--fromCommitTime"}) public String fromCommitTime;
@Parameter(names = {"--maxCommits"}) public int maxCommits = 3;
@Parameter(names = {"--help", "-h"}, help = true) public Boolean help = false;
@Parameter(names = {"--storageFormat"}) public String tempTableStorageFormat = "AVRO";
public static class Config implements Serializable {
@Parameter(names = {"--hiveUrl"})
public String hiveJDBCUrl =
"jdbc:hive2://localhost:10014/;transportMode=http;httpPath=hs2";
@Parameter(names = {"--hiveUser"})
public String hiveUsername = "hive";
@Parameter(names = {"--hivePass"})
public String hivePassword = "";
@Parameter(names = {"--queue"})
public String yarnQueueName = "hadoop-queue";
@Parameter(names = {"--tmp"})
public String hoodieTmpDir = "/app/hoodie/intermediate";
@Parameter(names = {"--extractSQLFile"}, required = true)
public String incrementalSQLFile;
@Parameter(names = {"--sourceDb"}, required = true)
public String sourceDb;
@Parameter(names = {"--sourceTable"}, required = true)
public String sourceTable;
@Parameter(names = {"--targetDb"})
public String targetDb;
@Parameter(names = {"--targetTable"}, required = true)
public String targetTable;
@Parameter(names = {"--tmpdb"})
public String tmpDb = "tmp";
@Parameter(names = {"--fromCommitTime"})
public String fromCommitTime;
@Parameter(names = {"--maxCommits"})
public int maxCommits = 3;
@Parameter(names = {"--help", "-h"}, help = true)
public Boolean help = false;
@Parameter(names = {"--storageFormat"})
public String tempTableStorageFormat = "AVRO";
}
static {
try {
Class.forName(driverName);
} catch (ClassNotFoundException e) {
throw new IllegalStateException("Could not find " + driverName + " in classpath. ", e);
}
}
static {
try {
Class.forName(driverName);
} catch (ClassNotFoundException e) {
throw new IllegalStateException("Could not find " + driverName + " in classpath. ", e);
private Connection connection;
protected final Config config;
private final ST incrementalPullSQLtemplate;
public HiveIncrementalPuller(Config config) throws IOException {
this.config = config;
validateConfig(config);
String templateContent = IOUtils
.toString(this.getClass().getResourceAsStream("IncrementalPull.sqltemplate"));
incrementalPullSQLtemplate = new ST(templateContent);
}
private void validateConfig(Config config) {
if (config.maxCommits == -1) {
config.maxCommits = Integer.MAX_VALUE;
}
}
public void saveDelta() throws IOException {
Configuration conf = new Configuration();
FileSystem fs = FileSystem.get(conf);
Statement stmt = null;
try {
if (config.fromCommitTime == null) {
config.fromCommitTime = inferCommitTime(fs);
log.info("FromCommitTime inferred as " + config.fromCommitTime);
}
log.info("FromCommitTime - " + config.fromCommitTime);
String sourceTableLocation = getTableLocation(config.sourceDb, config.sourceTable);
String lastCommitTime = getLastCommitTimePulled(fs, sourceTableLocation);
if (lastCommitTime == null) {
log.info("Nothing to pull. However we will continue to create a empty table");
lastCommitTime = config.fromCommitTime;
}
Connection conn = getConnection();
stmt = conn.createStatement();
// drop the temp table if exists
String tempDbTable = config.tmpDb + "." + config.targetTable + "__" + config.sourceTable;
String tempDbTablePath =
config.hoodieTmpDir + "/" + config.targetTable + "__" + config.sourceTable + "/"
+ lastCommitTime;
executeStatement("drop table " + tempDbTable, stmt);
deleteHDFSPath(fs, tempDbTablePath);
if (!ensureTempPathExists(fs, lastCommitTime)) {
throw new IllegalStateException(
"Could not create target path at " + new Path(config.hoodieTmpDir,
config.targetTable + "/" + lastCommitTime));
}
initHiveBeelineProperties(stmt);
executeIncrementalSQL(tempDbTable, tempDbTablePath, stmt);
log.info("Finished HoodieReader execution");
} catch (SQLException e) {
log.error("Exception when executing SQL", e);
throw new IOException("Could not scan " + config.sourceTable + " incrementally", e);
} finally {
try {
if (stmt != null) {
stmt.close();
}
} catch (SQLException e) {
log.error("Could not close the resultset opened ", e);
}
}
}
private void executeIncrementalSQL(String tempDbTable, String tempDbTablePath, Statement stmt)
throws FileNotFoundException, SQLException {
incrementalPullSQLtemplate.add("tempDbTable", tempDbTable);
incrementalPullSQLtemplate.add("tempDbTablePath", tempDbTablePath);
String storedAsClause = getStoredAsClause();
incrementalPullSQLtemplate.add("storedAsClause", storedAsClause);
String incrementalSQL =
new Scanner(new File(config.incrementalSQLFile)).useDelimiter("\\Z").next();
if (!incrementalSQL.contains(config.sourceDb + "." + config.sourceTable)) {
log.info("Incremental SQL does not have " + config.sourceDb + "." + config.sourceTable
+ ", which means its pulling from a different table. Fencing this from happening.");
throw new HoodieIncrementalPullSQLException(
"Incremental SQL does not have " + config.sourceDb + "." + config.sourceTable);
}
if (!incrementalSQL.contains("`_hoodie_commit_time` > '%targetBasePath'")) {
log.info("Incremental SQL : " + incrementalSQL
+ " does not contain `_hoodie_commit_time` > '%targetBasePath'. Please add this clause for incremental to work properly.");
throw new HoodieIncrementalPullSQLException(
"Incremental SQL does not have clause `_hoodie_commit_time` > '%targetBasePath', which means its not pulling incrementally");
}
private Connection connection;
protected final Config config;
private final ST incrementalPullSQLtemplate;
incrementalPullSQLtemplate
.add("incrementalSQL", String.format(incrementalSQL, config.fromCommitTime));
String sql = incrementalPullSQLtemplate.render();
// Check if the SQL is pulling from the right database
executeStatement(sql, stmt);
}
public HiveIncrementalPuller(Config config) throws IOException {
this.config = config;
validateConfig(config);
String templateContent = IOUtils.toString(this.getClass().getResourceAsStream("IncrementalPull.sqltemplate"));
incrementalPullSQLtemplate = new ST(templateContent);
private String getStoredAsClause() {
if (config.tempTableStorageFormat.equalsIgnoreCase("json")) {
// Special case for json
// default json serde does not support having same key even if its under multiple depths
return "ROW FORMAT SERDE 'org.openx.data.jsonserde.JsonSerDe' STORED AS TEXTFILE";
}
return "STORED AS " + config.tempTableStorageFormat;
}
private void validateConfig(Config config) {
if(config.maxCommits == -1) {
config.maxCommits = Integer.MAX_VALUE;
private void initHiveBeelineProperties(Statement stmt) throws SQLException {
log.info("Setting up Hive JDBC Session with properties");
// set the queue
executeStatement("set mapred.job.queue.name=" + config.yarnQueueName, stmt);
// Set the inputformat to HoodieCombineHiveInputFormat
executeStatement(
"set hive.input.format=com.uber.hoodie.hadoop.hive.HoodieCombineHiveInputFormat", stmt);
// Allow queries without partition predicate
executeStatement("set hive.strict.checks.large.query=false", stmt);
// Dont gather stats for the table created
executeStatement("set hive.stats.autogather=false", stmt);
// Set the hoodie modie
executeStatement("set hoodie." + config.sourceTable + ".consume.mode=INCREMENTAL", stmt);
// Set the from commit time
executeStatement("set hoodie." + config.sourceTable + ".consume.start.timestamp="
+ config.fromCommitTime, stmt);
// Set number of commits to pull
executeStatement("set hoodie." + config.sourceTable + ".consume.max.commits=" + String
.valueOf(config.maxCommits), stmt);
}
private boolean deleteHDFSPath(FileSystem fs, String path) throws IOException {
log.info("Deleting path " + path);
return fs.delete(new Path(path), true);
}
private void executeStatement(String sql, Statement stmt) throws SQLException {
log.info("Executing: " + sql);
stmt.execute(sql);
}
private String inferCommitTime(FileSystem fs) throws SQLException, IOException {
log.info("FromCommitTime not specified. Trying to infer it from Hoodie dataset "
+ config.targetDb + "." + config.targetTable);
String targetDataLocation = getTableLocation(config.targetDb, config.targetTable);
return scanForCommitTime(fs, targetDataLocation);
}
private String getTableLocation(String db, String table) throws SQLException {
ResultSet resultSet = null;
Statement stmt = null;
try {
Connection conn = getConnection();
stmt = conn.createStatement();
resultSet = stmt.executeQuery("describe formatted `" + db + "." + table + "`");
while (resultSet.next()) {
if (resultSet.getString(1).trim().equals("Location:")) {
log.info("Inferred table location for " + db + "." + table + " as " + resultSet
.getString(2));
return resultSet.getString(2);
}
}
public void saveDelta() throws IOException {
Configuration conf = new Configuration();
FileSystem fs = FileSystem.get(conf);
Statement stmt = null;
try {
if (config.fromCommitTime == null) {
config.fromCommitTime = inferCommitTime(fs);
log.info("FromCommitTime inferred as " + config.fromCommitTime);
}
log.info("FromCommitTime - " + config.fromCommitTime);
String sourceTableLocation = getTableLocation(config.sourceDb, config.sourceTable);
String lastCommitTime = getLastCommitTimePulled(fs, sourceTableLocation);
if (lastCommitTime == null) {
log.info("Nothing to pull. However we will continue to create a empty table");
lastCommitTime = config.fromCommitTime;
}
Connection conn = getConnection();
stmt = conn.createStatement();
// drop the temp table if exists
String tempDbTable = config.tmpDb + "." + config.targetTable + "__" + config.sourceTable;
String tempDbTablePath = config.hoodieTmpDir + "/" + config.targetTable + "__" + config.sourceTable + "/" + lastCommitTime;
executeStatement("drop table " + tempDbTable, stmt);
deleteHDFSPath(fs, tempDbTablePath);
if (!ensureTempPathExists(fs, lastCommitTime)) {
throw new IllegalStateException(
"Could not create target path at " + new Path(config.hoodieTmpDir,
config.targetTable + "/" + lastCommitTime));
}
initHiveBeelineProperties(stmt);
executeIncrementalSQL(tempDbTable, tempDbTablePath, stmt);
log.info("Finished HoodieReader execution");
} catch (SQLException e) {
log.error("Exception when executing SQL", e);
throw new IOException("Could not scan " + config.sourceTable + " incrementally", e);
} finally {
try {
if (stmt != null)
stmt.close();
} catch (SQLException e) {
log.error("Could not close the resultset opened ", e);
}
}
} catch (SQLException e) {
throw new HoodieIncrementalPullException(
"Failed to get data location for table " + db + "." + table, e);
} finally {
try {
if (stmt != null) {
stmt.close();
}
}
private void executeIncrementalSQL(String tempDbTable, String tempDbTablePath, Statement stmt)
throws FileNotFoundException, SQLException {
incrementalPullSQLtemplate.add("tempDbTable", tempDbTable);
incrementalPullSQLtemplate.add("tempDbTablePath", tempDbTablePath);
String storedAsClause = getStoredAsClause();
incrementalPullSQLtemplate.add("storedAsClause", storedAsClause);
String incrementalSQL =
new Scanner(new File(config.incrementalSQLFile)).useDelimiter("\\Z").next();
if (!incrementalSQL.contains(config.sourceDb + "." + config.sourceTable)) {
log.info("Incremental SQL does not have " + config.sourceDb + "." + config.sourceTable
+ ", which means its pulling from a different table. Fencing this from happening.");
throw new HoodieIncrementalPullSQLException(
"Incremental SQL does not have " + config.sourceDb + "." + config.sourceTable);
}
if (!incrementalSQL.contains("`_hoodie_commit_time` > '%targetBasePath'")) {
log.info("Incremental SQL : " + incrementalSQL
+ " does not contain `_hoodie_commit_time` > '%targetBasePath'. Please add this clause for incremental to work properly.");
throw new HoodieIncrementalPullSQLException(
"Incremental SQL does not have clause `_hoodie_commit_time` > '%targetBasePath', which means its not pulling incrementally");
if (resultSet != null) {
resultSet.close();
}
} catch (SQLException e) {
log.error("Could not close the resultset opened ", e);
}
}
return null;
}
incrementalPullSQLtemplate
.add("incrementalSQL", String.format(incrementalSQL, config.fromCommitTime));
String sql = incrementalPullSQLtemplate.render();
// Check if the SQL is pulling from the right database
executeStatement(sql, stmt);
private String scanForCommitTime(FileSystem fs, String targetDataPath) throws IOException {
if (targetDataPath == null) {
throw new IllegalArgumentException(
"Please specify either --fromCommitTime or --targetDataPath");
}
if (!fs.exists(new Path(targetDataPath)) || !fs.exists(new Path(targetDataPath + "/.hoodie"))) {
return "0";
}
HoodieTableMetaClient metadata = new HoodieTableMetaClient(fs, targetDataPath);
Optional<HoodieInstant>
lastCommit = metadata.getActiveTimeline().getCommitsAndCompactionsTimeline()
.filterCompletedInstants().lastInstant();
if (lastCommit.isPresent()) {
return lastCommit.get().getTimestamp();
}
return "0";
}
private boolean ensureTempPathExists(FileSystem fs, String lastCommitTime)
throws IOException {
Path targetBaseDirPath = new Path(config.hoodieTmpDir,
config.targetTable + "__" + config.sourceTable);
if (!fs.exists(targetBaseDirPath)) {
log.info("Creating " + targetBaseDirPath + " with permission drwxrwxrwx");
boolean result = FileSystem.mkdirs(fs, targetBaseDirPath,
new FsPermission(FsAction.ALL, FsAction.ALL, FsAction.ALL));
if (!result) {
throw new HoodieException(
"Could not create " + targetBaseDirPath + " with the required permissions");
}
}
private String getStoredAsClause() {
if(config.tempTableStorageFormat.equalsIgnoreCase("json")) {
// Special case for json
// default json serde does not support having same key even if its under multiple depths
return "ROW FORMAT SERDE 'org.openx.data.jsonserde.JsonSerDe' STORED AS TEXTFILE";
}
return "STORED AS " + config.tempTableStorageFormat;
Path targetPath = new Path(targetBaseDirPath, lastCommitTime);
if (fs.exists(targetPath)) {
boolean result = fs.delete(targetPath, true);
if (!result) {
throw new HoodieException(
"Could not delete existing " + targetPath);
}
}
log.info("Creating " + targetPath + " with permission drwxrwxrwx");
return FileSystem.mkdirs(fs, targetBaseDirPath,
new FsPermission(FsAction.ALL, FsAction.ALL, FsAction.ALL));
}
private void initHiveBeelineProperties(Statement stmt) throws SQLException {
log.info("Setting up Hive JDBC Session with properties");
// set the queue
executeStatement("set mapred.job.queue.name=" + config.yarnQueueName, stmt);
// Set the inputformat to HoodieCombineHiveInputFormat
executeStatement("set hive.input.format=com.uber.hoodie.hadoop.hive.HoodieCombineHiveInputFormat", stmt);
// Allow queries without partition predicate
executeStatement("set hive.strict.checks.large.query=false", stmt);
// Dont gather stats for the table created
executeStatement("set hive.stats.autogather=false", stmt);
// Set the hoodie modie
executeStatement("set hoodie." + config.sourceTable + ".consume.mode=INCREMENTAL", stmt);
// Set the from commit time
executeStatement("set hoodie." + config.sourceTable + ".consume.start.timestamp="
+ config.fromCommitTime, stmt);
// Set number of commits to pull
executeStatement("set hoodie." + config.sourceTable + ".consume.max.commits=" + String
.valueOf(config.maxCommits), stmt);
private String getLastCommitTimePulled(FileSystem fs, String sourceTableLocation)
throws IOException {
HoodieTableMetaClient metadata = new HoodieTableMetaClient(fs, sourceTableLocation);
List<String> commitsToSync = metadata.getActiveTimeline().getCommitsAndCompactionsTimeline()
.filterCompletedInstants()
.findInstantsAfter(config.fromCommitTime, config.maxCommits).getInstants()
.map(HoodieInstant::getTimestamp)
.collect(Collectors.toList());
if (commitsToSync.isEmpty()) {
log.warn("Nothing to sync. All commits in " + config.sourceTable + " are " + metadata
.getActiveTimeline().getCommitsAndCompactionsTimeline().filterCompletedInstants()
.getInstants()
.collect(Collectors.toList()) + " and from commit time is "
+ config.fromCommitTime);
return null;
}
log.info("Syncing commits " + commitsToSync);
return commitsToSync.get(commitsToSync.size() - 1);
}
private boolean deleteHDFSPath(FileSystem fs, String path) throws IOException {
log.info("Deleting path " + path);
return fs.delete(new Path(path), true);
private Connection getConnection() throws SQLException {
if (connection == null) {
DataSource ds = getDatasource();
log.info("Getting Hive Connection from Datasource " + ds);
this.connection = ds.getConnection();
}
return connection;
}
private void executeStatement(String sql, Statement stmt) throws SQLException {
log.info("Executing: " + sql);
stmt.execute(sql);
}
private String inferCommitTime(FileSystem fs) throws SQLException, IOException {
log.info("FromCommitTime not specified. Trying to infer it from Hoodie dataset "
+ config.targetDb + "." + config.targetTable);
String targetDataLocation = getTableLocation(config.targetDb, config.targetTable);
return scanForCommitTime(fs, targetDataLocation);
}
private String getTableLocation(String db, String table) throws SQLException {
ResultSet resultSet = null;
Statement stmt = null;
try {
Connection conn = getConnection();
stmt = conn.createStatement();
resultSet = stmt.executeQuery("describe formatted `" + db + "." + table + "`");
while (resultSet.next()) {
if (resultSet.getString(1).trim().equals("Location:")) {
log.info("Inferred table location for " + db + "." + table + " as " + resultSet
.getString(2));
return resultSet.getString(2);
}
}
} catch (SQLException e) {
throw new HoodieIncrementalPullException(
"Failed to get data location for table " + db + "." + table, e);
} finally {
try {
if (stmt != null)
stmt.close();
if (resultSet != null)
resultSet.close();
} catch (SQLException e) {
log.error("Could not close the resultset opened ", e);
}
}
return null;
}
private String scanForCommitTime(FileSystem fs, String targetDataPath) throws IOException {
if(targetDataPath == null) {
throw new IllegalArgumentException("Please specify either --fromCommitTime or --targetDataPath");
}
if(!fs.exists(new Path(targetDataPath)) || !fs.exists(new Path(targetDataPath + "/.hoodie"))) {
return "0";
}
HoodieTableMetaClient metadata = new HoodieTableMetaClient(fs, targetDataPath);
Optional<HoodieInstant>
lastCommit = metadata.getActiveTimeline().getCommitsAndCompactionsTimeline().filterCompletedInstants().lastInstant();
if(lastCommit.isPresent()) {
return lastCommit.get().getTimestamp();
}
return "0";
}
private boolean ensureTempPathExists(FileSystem fs, String lastCommitTime)
throws IOException {
Path targetBaseDirPath = new Path(config.hoodieTmpDir, config.targetTable + "__" + config.sourceTable);
if(!fs.exists(targetBaseDirPath)) {
log.info("Creating " + targetBaseDirPath + " with permission drwxrwxrwx");
boolean result = FileSystem.mkdirs(fs, targetBaseDirPath,
new FsPermission(FsAction.ALL, FsAction.ALL, FsAction.ALL));
if (!result) {
throw new HoodieException(
"Could not create " + targetBaseDirPath + " with the required permissions");
}
}
Path targetPath = new Path(targetBaseDirPath, lastCommitTime);
if(fs.exists(targetPath)) {
boolean result = fs.delete(targetPath, true);
if (!result) {
throw new HoodieException(
"Could not delete existing " + targetPath);
}
}
log.info("Creating " + targetPath + " with permission drwxrwxrwx");
return FileSystem.mkdirs(fs, targetBaseDirPath,
new FsPermission(FsAction.ALL, FsAction.ALL, FsAction.ALL));
}
private String getLastCommitTimePulled(FileSystem fs, String sourceTableLocation) throws IOException {
HoodieTableMetaClient metadata = new HoodieTableMetaClient(fs, sourceTableLocation);
List<String> commitsToSync = metadata.getActiveTimeline().getCommitsAndCompactionsTimeline().filterCompletedInstants()
.findInstantsAfter(config.fromCommitTime, config.maxCommits).getInstants().map(HoodieInstant::getTimestamp)
.collect(Collectors.toList());
if (commitsToSync.isEmpty()) {
log.warn("Nothing to sync. All commits in " + config.sourceTable + " are " + metadata
.getActiveTimeline().getCommitsAndCompactionsTimeline().filterCompletedInstants().getInstants()
.collect(Collectors.toList()) + " and from commit time is "
+ config.fromCommitTime);
return null;
}
log.info("Syncing commits " + commitsToSync);
return commitsToSync.get(commitsToSync.size() - 1);
}
private Connection getConnection() throws SQLException {
if (connection == null) {
DataSource ds = getDatasource();
log.info("Getting Hive Connection from Datasource " + ds);
this.connection = ds.getConnection();
}
return connection;
}
private DataSource getDatasource() {
BasicDataSource ds = new BasicDataSource();
ds.setDriverClassName(driverName);
ds.setUrl(config.hiveJDBCUrl);
ds.setUsername(config.hiveUsername);
ds.setPassword(config.hivePassword);
return ds;
}
public static void main(String[] args) throws IOException {
final Config cfg = new Config();
JCommander cmd = new JCommander(cfg, args);
if (cfg.help || args.length == 0) {
cmd.usage();
System.exit(1);
}
new HiveIncrementalPuller(cfg).saveDelta();
private DataSource getDatasource() {
BasicDataSource ds = new BasicDataSource();
ds.setDriverClassName(driverName);
ds.setUrl(config.hiveJDBCUrl);
ds.setUsername(config.hiveUsername);
ds.setPassword(config.hivePassword);
return ds;
}
public static void main(String[] args) throws IOException {
final Config cfg = new Config();
JCommander cmd = new JCommander(cfg, args);
if (cfg.help || args.length == 0) {
cmd.usage();
System.exit(1);
}
new HiveIncrementalPuller(cfg).saveDelta();
}
}