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package parallelai.spyglass.hbase;
import java.io.IOException;
import java.net.InetAddress;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.NavigableMap;
import java.util.Set;
import java.util.TreeSet;
import java.util.UUID;
import javax.naming.NamingException;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HConstants;
import org.apache.hadoop.hbase.HRegionInfo;
import org.apache.hadoop.hbase.HRegionLocation;
import org.apache.hadoop.hbase.HServerAddress;
import org.apache.hadoop.hbase.ServerName;
import org.apache.hadoop.hbase.client.HTable;
import org.apache.hadoop.hbase.client.Result;
import org.apache.hadoop.hbase.filter.Filter;
import org.apache.hadoop.hbase.io.ImmutableBytesWritable;
import org.apache.hadoop.hbase.util.Addressing;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.hbase.util.Pair;
import org.apache.hadoop.hbase.util.Strings;
import org.apache.hadoop.mapred.InputFormat;
import org.apache.hadoop.mapred.InputSplit;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.JobConfigurable;
import org.apache.hadoop.mapred.RecordReader;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.net.DNS;
import org.apache.hadoop.util.StringUtils;
import parallelai.spyglass.hbase.HBaseConstants.SourceMode;
public class HBaseInputFormat
implements InputFormat<ImmutableBytesWritable, Result>, JobConfigurable {
private final Log LOG = LogFactory.getLog(HBaseInputFormat.class);
private final String id = UUID.randomUUID().toString();
private byte [][] inputColumns;
private HTable table;
// private HBaseRecordReader tableRecordReader;
private Filter rowFilter;
// private String tableName = "";
private HashMap<InetAddress, String> reverseDNSCacheMap =
new HashMap<InetAddress, String>();
private String nameServer = null;
// private Scan scan = null;
@SuppressWarnings("deprecation")
@Override
public InputSplit[] getSplits(JobConf job, int numSplits) throws IOException {
if (this.table == null) {
throw new IOException("No table was provided");
}
if (this.inputColumns == null || this.inputColumns.length == 0) {
throw new IOException("Expecting at least one column");
}
Pair<byte[][], byte[][]> keys = table.getStartEndKeys();
if (keys == null || keys.getFirst() == null || keys.getFirst().length == 0) {
HRegionLocation regLoc = table.getRegionLocation(HConstants.EMPTY_BYTE_ARRAY, false);
if (null == regLoc) {
throw new IOException("Expecting at least one region.");
}
List<HBaseTableSplit> splits = new ArrayList<HBaseTableSplit>(1);
HBaseTableSplit split = new HBaseTableSplit(table.getTableName(),
HConstants.EMPTY_BYTE_ARRAY, HConstants.EMPTY_BYTE_ARRAY, regLoc
.getHostnamePort().split(Addressing.HOSTNAME_PORT_SEPARATOR)[0], SourceMode.EMPTY, false);
splits.add(split);
return splits.toArray(new HBaseTableSplit[splits.size()]);
}
if( keys.getSecond() == null || keys.getSecond().length == 0) {
throw new IOException("Expecting at least one region.");
}
if( keys.getFirst().length != keys.getSecond().length ) {
throw new IOException("Regions for start and end key do not match");
}
byte[] minKey = keys.getFirst()[keys.getFirst().length - 1];
byte[] maxKey = keys.getSecond()[0];
LOG.debug( String.format("SETTING min key (%s) and max key (%s)", Bytes.toString(minKey), Bytes.toString(maxKey)));
byte [][] regStartKeys = keys.getFirst();
byte [][] regStopKeys = keys.getSecond();
String [] regions = new String[regStartKeys.length];
for( int i = 0; i < regStartKeys.length; i++ ) {
minKey = (regStartKeys[i] != null && regStartKeys[i].length != 0 ) && (Bytes.compareTo(regStartKeys[i], minKey) < 0 ) ? regStartKeys[i] : minKey;
maxKey = (regStopKeys[i] != null && regStopKeys[i].length != 0) && (Bytes.compareTo(regStopKeys[i], maxKey) > 0 ) ? regStopKeys[i] : maxKey;
HServerAddress regionServerAddress =
table.getRegionLocation(keys.getFirst()[i]).getServerAddress();
InetAddress regionAddress =
regionServerAddress.getInetSocketAddress().getAddress();
String regionLocation;
try {
regionLocation = reverseDNS(regionAddress);
} catch (NamingException e) {
LOG.error("Cannot resolve the host name for " + regionAddress +
" because of " + e);
regionLocation = regionServerAddress.getHostname();
}
// HServerAddress regionServerAddress = table.getRegionLocation(keys.getFirst()[i]).getServerAddress();
// InetAddress regionAddress = regionServerAddress.getInetSocketAddress().getAddress();
//
// String regionLocation;
//
// try {
// regionLocation = reverseDNS(regionAddress);
// } catch (NamingException e) {
// LOG.error("Cannot resolve the host name for " + regionAddress + " because of " + e);
// regionLocation = regionServerAddress.getHostname();
// }
// String regionLocation = table.getRegionLocation(keys.getFirst()[i]).getHostname();
LOG.debug( "***** " + regionLocation );
if( regionLocation == null || regionLocation.length() == 0 )
throw new IOException( "The region info for regiosn " + i + " is null or empty");
regions[i] = regionLocation;
LOG.debug(String.format("Region (%s) has start key (%s) and stop key (%s)", regions[i], Bytes.toString(regStartKeys[i]), Bytes.toString(regStopKeys[i]) ));
}
byte[] startRow = HConstants.EMPTY_START_ROW;
byte[] stopRow = HConstants.EMPTY_END_ROW;
LOG.debug( String.format("Found min key (%s) and max key (%s)", Bytes.toString(minKey), Bytes.toString(maxKey)));
LOG.debug("SOURCE MODE is : " + sourceMode);
switch( sourceMode ) {
case SCAN_ALL:
startRow = HConstants.EMPTY_START_ROW;
stopRow = HConstants.EMPTY_END_ROW;
LOG.info( String.format("SCAN ALL: Found start key (%s) and stop key (%s)", Bytes.toString(startRow), Bytes.toString(stopRow)));
break;
case SCAN_RANGE:
startRow = (startKey != null && startKey.length() != 0) ? Bytes.toBytes(startKey) : HConstants.EMPTY_START_ROW ;
stopRow = (stopKey != null && stopKey.length() != 0) ? Bytes.toBytes(stopKey) : HConstants.EMPTY_END_ROW ;
LOG.info( String.format("SCAN RANGE: Found start key (%s) and stop key (%s)", Bytes.toString(startRow), Bytes.toString(stopRow)));
break;
}
switch( sourceMode ) {
case EMPTY:
case SCAN_ALL:
case SCAN_RANGE:
{
// startRow = (Bytes.compareTo(startRow, minKey) < 0) ? minKey : startRow;
// stopRow = (Bytes.compareTo(stopRow, maxKey) > 0) ? maxKey : stopRow;
List<HBaseTableSplit> splits = new ArrayList<HBaseTableSplit>();
if( ! useSalt ) {
List<HRegionLocation> validRegions = table.getRegionsInRange(startRow, stopRow);
int maxRegions = validRegions.size();
int currentRegion = 1;
for( HRegionLocation cRegion : validRegions ) {
byte [] rStart = cRegion.getRegionInfo().getStartKey();
byte [] rStop = cRegion.getRegionInfo().getEndKey();
HServerAddress regionServerAddress = cRegion.getServerAddress();
InetAddress regionAddress =
regionServerAddress.getInetSocketAddress().getAddress();
String regionLocation;
try {
regionLocation = reverseDNS(regionAddress);
} catch (NamingException e) {
LOG.error("Cannot resolve the host name for " + regionAddress +
" because of " + e);
regionLocation = regionServerAddress.getHostname();
}
byte [] sStart = (startRow == HConstants.EMPTY_START_ROW || (Bytes.compareTo(startRow, rStart) <= 0 ) ? rStart : startRow);
byte [] sStop = (stopRow == HConstants.EMPTY_END_ROW || (Bytes.compareTo(stopRow, rStop) >= 0 && rStop.length != 0) ? rStop : stopRow);
LOG.debug(String.format("BOOL start (%s) stop (%s) length (%d)",
(startRow == HConstants.EMPTY_START_ROW || (Bytes.compareTo(startRow, rStart) <= 0 )),
(stopRow == HConstants.EMPTY_END_ROW || (Bytes.compareTo(stopRow, rStop) >= 0 )),
rStop.length
));
HBaseTableSplit split = new HBaseTableSplit(
table.getTableName(),
sStart,
sStop,
regionLocation,
SourceMode.SCAN_RANGE, useSalt
);
split.setEndRowInclusive( currentRegion == maxRegions );
currentRegion ++;
LOG.debug(String.format("START KEY (%s) STOP KEY (%s) rSTART (%s) rSTOP (%s) sSTART (%s) sSTOP (%s) REGION [%s] SPLIT [%s]",
Bytes.toString(startRow), Bytes.toString(stopRow),
Bytes.toString(rStart), Bytes.toString(rStop),
Bytes.toString(sStart),
Bytes.toString(sStop),
cRegion.getHostnamePort(), split) );
splits.add(split);
}
} else {
LOG.debug("Using SALT : " + useSalt );
// Will return the start and the stop key with all possible prefixes.
for( int i = 0; i < regions.length; i++ ) {
Pair<byte[], byte[]>[] intervals = HBaseSalter.getDistributedIntervals(startRow, stopRow, regStartKeys[i], regStopKeys[i], prefixList );
for( Pair<byte[], byte[]> pair : intervals ) {
LOG.info("".format("Using SALT, Region (%s) Start (%s) Stop (%s)", regions[i], Bytes.toString(pair.getFirst()), Bytes.toString(pair.getSecond())));
HBaseTableSplit split = new HBaseTableSplit(
table.getTableName(),
pair.getFirst(),
pair.getSecond(),
regions[i],
SourceMode.SCAN_RANGE, useSalt
);
split.setEndRowInclusive(true);
splits.add(split);
}
}
}
LOG.info("RETURNED NO OF SPLITS: split -> " + splits.size());
for( HBaseTableSplit s: splits) {
LOG.info("RETURNED SPLITS: split -> " + s);
}
return splits.toArray(new HBaseTableSplit[splits.size()]);
}
case GET_LIST:
{
// if( keyList == null || keyList.size() == 0 ) {
if( keyList == null ) {
throw new IOException("Source Mode is GET_LIST but key list is EMPTY");
}
if( useSalt ) {
TreeSet<String> tempKeyList = new TreeSet<String>();
for(String key: keyList) {
tempKeyList.add(HBaseSalter.addSaltPrefix(key));
}
keyList = tempKeyList;
}
LOG.debug("".format("Splitting Key List (%s)", keyList));
List<HBaseTableSplit> splits = new ArrayList<HBaseTableSplit>();
for (int i = 0; i < keys.getFirst().length; i++) {
if ( ! includeRegionInSplit(keys.getFirst()[i], keys.getSecond()[i])) {
continue;
}
LOG.debug(String.format("Getting region (%s) subset (%s) to (%s)", regions[i], Bytes.toString(regStartKeys[i]), Bytes.toString(regStartKeys[i] )));
Set<String> regionsSubSet = null;
if( (regStartKeys[i] == null || regStartKeys[i].length == 0) && (regStopKeys[i] == null || regStopKeys[i].length == 0) ) {
LOG.debug("REGION start is empty");
LOG.debug("REGION stop is empty");
regionsSubSet = keyList;
} else if( regStartKeys[i] == null || regStartKeys[i].length == 0 ) {
LOG.debug("REGION start is empty");
regionsSubSet = keyList.headSet(Bytes.toString(regStopKeys[i]), true);
} else if( regStopKeys[i] == null || regStopKeys[i].length == 0 ) {
LOG.debug("REGION stop is empty");
regionsSubSet = keyList.tailSet(Bytes.toString(regStartKeys[i]), true);
} else if( Bytes.compareTo(regStartKeys[i], regStopKeys[i]) <= 0 ) {
regionsSubSet = keyList.subSet(Bytes.toString(regStartKeys[i]), true, Bytes.toString(regStopKeys[i]), true);
} else {
throw new IOException(String.format("For REGION (%s) Start Key (%s) > Stop Key(%s)",
regions[i], Bytes.toString(regStartKeys[i]), Bytes.toString(regStopKeys[i])));
}
if( regionsSubSet == null || regionsSubSet.size() == 0) {
LOG.debug( "EMPTY: Key is for region " + regions[i] + " is null");
continue;
}
TreeSet<String> regionKeyList = new TreeSet<String>(regionsSubSet);
LOG.debug(String.format("Regions [%s] has key list <%s>", regions[i], regionKeyList ));
HBaseTableSplit split = new HBaseTableSplit(
table.getTableName(), regionKeyList, versions,
regions[i],
SourceMode.GET_LIST, useSalt);
splits.add(split);
}
LOG.debug("RETURNED SPLITS: split -> " + splits);
return splits.toArray(new HBaseTableSplit[splits.size()]);
}
default:
throw new IOException("Unknown source Mode : " + sourceMode );
}
}
private String reverseDNS(InetAddress ipAddress) throws NamingException {
String hostName = this.reverseDNSCacheMap.get(ipAddress);
if (hostName == null) {
hostName = Strings.domainNamePointerToHostName(DNS.reverseDns(ipAddress, this.nameServer));
this.reverseDNSCacheMap.put(ipAddress, hostName);
}
return hostName;
}
@Override
public RecordReader<ImmutableBytesWritable, Result> getRecordReader(
InputSplit split, JobConf job, Reporter reporter) throws IOException {
if( ! (split instanceof HBaseTableSplit ) )
throw new IOException("Table Split is not type HBaseTableSplit");
HBaseTableSplit tSplit = (HBaseTableSplit) split;
HBaseRecordReader trr = new HBaseRecordReader();
switch( tSplit.getSourceMode() ) {
case SCAN_ALL:
case SCAN_RANGE:
{
LOG.debug(String.format("For split [%s] we have start key (%s) and stop key (%s)", tSplit, tSplit.getStartRow(), tSplit.getEndRow() ));
trr.setStartRow(tSplit.getStartRow());
trr.setEndRow(tSplit.getEndRow());
trr.setEndRowInclusive(tSplit.getEndRowInclusive());
trr.setUseSalt(useSalt);
}
break;
case GET_LIST:
{
LOG.debug(String.format("For split [%s] we have key list (%s)", tSplit, tSplit.getKeyList() ));
trr.setKeyList(tSplit.getKeyList());
trr.setVersions(tSplit.getVersions());
trr.setUseSalt(useSalt);
}
break;
default:
throw new IOException( "Unknown source mode : " + tSplit.getSourceMode() );
}
trr.setSourceMode(tSplit.getSourceMode());
trr.setHTable(this.table);
trr.setInputColumns(this.inputColumns);
trr.setRowFilter(this.rowFilter);
trr.init();
return trr;
}
/* Configuration Section */
/**
* space delimited list of columns
*/
public static final String COLUMN_LIST = "hbase.tablecolumns";
/**
* Use this jobconf param to specify the input table
*/
private static final String INPUT_TABLE = "hbase.inputtable";
private String startKey = null;
private String stopKey = null;
private SourceMode sourceMode = SourceMode.EMPTY;
private TreeSet<String> keyList = null;
private int versions = 1;
private boolean useSalt = false;
private String prefixList = HBaseSalter.DEFAULT_PREFIX_LIST;
public void configure(JobConf job) {
String tableName = getTableName(job);
String colArg = job.get(COLUMN_LIST);
String[] colNames = colArg.split(" ");
byte [][] m_cols = new byte[colNames.length][];
for (int i = 0; i < m_cols.length; i++) {
m_cols[i] = Bytes.toBytes(colNames[i]);
}
setInputColumns(m_cols);
try {
setHTable(new HTable(HBaseConfiguration.create(job), tableName));
} catch (Exception e) {
LOG.error( "************* Table could not be created" );
LOG.error(StringUtils.stringifyException(e));
}
LOG.debug("Entered : " + this.getClass() + " : configure()" );
useSalt = job.getBoolean( String.format(HBaseConstants.USE_SALT, getTableName(job) ), false);
prefixList = job.get( String.format(HBaseConstants.SALT_PREFIX, getTableName(job) ), HBaseSalter.DEFAULT_PREFIX_LIST);
sourceMode = SourceMode.valueOf( job.get( String.format(HBaseConstants.SOURCE_MODE, getTableName(job) ) ) ) ;
LOG.info( String.format("GOT SOURCE MODE (%s) as (%s) and finally",
String.format(HBaseConstants.SOURCE_MODE, getTableName(job) ), job.get( String.format(HBaseConstants.SOURCE_MODE, getTableName(job) )), sourceMode ));
switch( sourceMode ) {
case SCAN_RANGE:
LOG.info("HIT SCAN_RANGE");
startKey = getJobProp(job, String.format(HBaseConstants.START_KEY, getTableName(job) ) );
stopKey = getJobProp(job, String.format(HBaseConstants.STOP_KEY, getTableName(job) ) );
LOG.info(String.format("Setting start key (%s) and stop key (%s)", startKey, stopKey) );
break;
case GET_LIST:
LOG.info("HIT GET_LIST");
Collection<String> keys = job.getStringCollection(String.format(HBaseConstants.KEY_LIST, getTableName(job)));
keyList = new TreeSet<String> (keys);
versions = job.getInt(String.format(HBaseConstants.VERSIONS, getTableName(job)), 1);
LOG.debug( "GOT KEY LIST : " + keys );
LOG.debug(String.format("SETTING key list (%s)", keyList) );
break;
case EMPTY:
LOG.info("HIT EMPTY");
sourceMode = SourceMode.SCAN_ALL;
break;
default:
LOG.info("HIT DEFAULT");
break;
}
}
public void validateInput(JobConf job) throws IOException {
// expecting exactly one path
String tableName = getTableName(job);
if (tableName == null) {
throw new IOException("expecting one table name");
}
LOG.debug(String.format("Found Table name [%s]", tableName));
// connected to table?
if (getHTable() == null) {
throw new IOException("could not connect to table '" +
tableName + "'");
}
LOG.debug(String.format("Found Table [%s]", getHTable().getTableName()));
// expecting at least one column
String colArg = job.get(COLUMN_LIST);
if (colArg == null || colArg.length() == 0) {
throw new IOException("expecting at least one column");
}
LOG.debug(String.format("Found Columns [%s]", colArg));
LOG.debug(String.format("Found Start & STop Key [%s][%s]", startKey, stopKey));
if( sourceMode == SourceMode.EMPTY ) {
throw new IOException("SourceMode should not be EMPTY");
}
if( sourceMode == SourceMode.GET_LIST && (keyList == null || keyList.size() == 0) ) {
throw new IOException( "Source mode is GET_LIST bu key list is empty");
}
}
/* Getters & Setters */
private HTable getHTable() { return this.table; }
private void setHTable(HTable ht) { this.table = ht; }
private void setInputColumns( byte [][] ic ) { this.inputColumns = ic; }
private void setJobProp( JobConf job, String key, String value) {
if( job.get(key) != null ) throw new RuntimeException(String.format("Job Conf already has key [%s] with value [%s]", key, job.get(key)));
job.set(key, value);
}
private String getJobProp( JobConf job, String key ) { return job.get(key); }
public static void setTableName(JobConf job, String tableName) {
// Make sure that table has not been set before
String oldTableName = getTableName(job);
if(oldTableName != null) {
throw new RuntimeException("table name already set to: '"
+ oldTableName + "'");
}
job.set(INPUT_TABLE, tableName);
}
public static String getTableName(JobConf job) {
return job.get(INPUT_TABLE);
}
protected boolean includeRegionInSplit(final byte[] startKey, final byte [] endKey) {
return true;
}
}
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