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author | rotem <rotem.hermon@gmail.com> | 2013-06-16 12:09:42 +0300 |
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committer | rotem <rotem.hermon@gmail.com> | 2013-06-16 12:09:42 +0300 |
commit | b72c234dd35c3eb807e8050385adf697dcf97fad (patch) | |
tree | 6a2372996840544af156bac37f837448deaa8792 /src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java | |
parent | 388714f40b45e19985ab2ac68a23e96d71d857ad (diff) | |
download | SpyGlass-b72c234dd35c3eb807e8050385adf697dcf97fad.tar.gz SpyGlass-b72c234dd35c3eb807e8050385adf697dcf97fad.zip |
Adding HBase raw taps and source, bumping needed dependency versions, bumping scala version
Diffstat (limited to 'src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java')
-rw-r--r-- | src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java | 286 |
1 files changed, 286 insertions, 0 deletions
diff --git a/src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java b/src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java new file mode 100644 index 0000000..32730d6 --- /dev/null +++ b/src/main/java/parallelai/spyglass/hbase/HBaseRawScheme.java @@ -0,0 +1,286 @@ +/* + * Copyright (c) 2009 Concurrent, Inc. + * + * This work has been released into the public domain + * by the copyright holder. This applies worldwide. + * + * In case this is not legally possible: + * The copyright holder grants any entity the right + * to use this work for any purpose, without any + * conditions, unless such conditions are required by law. + */ + +package parallelai.spyglass.hbase; + +import java.io.IOException; +import java.util.Arrays; +import java.util.HashSet; + +import org.apache.hadoop.hbase.client.Put; +import org.apache.hadoop.hbase.client.Result; +import org.apache.hadoop.hbase.io.ImmutableBytesWritable; +import org.apache.hadoop.hbase.mapred.TableOutputFormat; +import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.mapred.JobConf; +import org.apache.hadoop.mapred.OutputCollector; +import org.apache.hadoop.mapred.RecordReader; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import com.twitter.elephantbird.mapred.input.DeprecatedInputFormatValueCopier; +import com.twitter.elephantbird.mapred.input.DeprecatedInputFormatWrapper; + +import cascading.flow.FlowProcess; +import cascading.scheme.Scheme; +import cascading.scheme.SinkCall; +import cascading.scheme.SourceCall; +import cascading.tap.Tap; +import cascading.tuple.Fields; +import cascading.tuple.Tuple; +import cascading.tuple.TupleEntry; +import cascading.util.Util; + +/** + * The HBaseRawScheme class is a {@link Scheme} subclass. It is used in conjunction + * with the {@HBaseRawTap} to allow for the reading and writing of data + * to and from a HBase cluster. + * + * @see HBaseRawTap + */ +@SuppressWarnings({ "rawtypes", "deprecation" }) +public class HBaseRawScheme extends Scheme<JobConf, RecordReader, OutputCollector, Object[], Object[]> { + /** + * + */ + private static final long serialVersionUID = 6248976486883281356L; + + /** Field LOG */ + private static final Logger LOG = LoggerFactory.getLogger(HBaseRawScheme.class); + + public final Fields RowKeyField = new Fields("rowkey"); + public final Fields RowField = new Fields("row"); + + /** String familyNames */ + private String[] familyNames; + + private boolean writeNulls = true; + + /** + * Constructor HBaseScheme creates a new HBaseScheme instance. + * + * @param keyFields + * of type Fields + * @param familyName + * of type String + * @param valueFields + * of type Fields + */ + public HBaseRawScheme(String familyName) { + this(new String[] { familyName }); + } + + public HBaseRawScheme(String[] familyNames) { + this.familyNames = familyNames; + setSourceFields(); + } + + public HBaseRawScheme(String familyName, boolean writeNulls) { + this(new String[] { familyName }, writeNulls); + } + + public HBaseRawScheme(String[] familyNames, boolean writeNulls) { + this.familyNames = familyNames; + this.writeNulls = writeNulls; + setSourceFields(); + } + + private void setSourceFields() { + Fields sourceFields = Fields.join(RowKeyField, RowField); + setSourceFields(sourceFields); + } + + /** + * Method getFamilyNames returns the set of familyNames of this HBaseScheme + * object. + * + * @return the familyNames (type String[]) of this HBaseScheme object. + */ + public String[] getFamilyNames() { + HashSet<String> familyNameSet = new HashSet<String>(); + if (familyNames != null) { + for (String familyName : familyNames) { + familyNameSet.add(familyName); + } + } + return familyNameSet.toArray(new String[0]); + } + + @Override + public void sourcePrepare(FlowProcess<JobConf> flowProcess, SourceCall<Object[], RecordReader> sourceCall) { + Object[] pair = new Object[] { sourceCall.getInput().createKey(), sourceCall.getInput().createValue() }; + + sourceCall.setContext(pair); + } + + @Override + public void sourceCleanup(FlowProcess<JobConf> flowProcess, SourceCall<Object[], RecordReader> sourceCall) { + sourceCall.setContext(null); + } + + @SuppressWarnings("unchecked") + @Override + public boolean source(FlowProcess<JobConf> flowProcess, SourceCall<Object[], RecordReader> sourceCall) + throws IOException { + Tuple result = new Tuple(); + + Object key = sourceCall.getContext()[0]; + Object value = sourceCall.getContext()[1]; + boolean hasNext = sourceCall.getInput().next(key, value); + if (!hasNext) { + return false; + } + + // Skip nulls + if (key == null || value == null) { + return true; + } + + ImmutableBytesWritable keyWritable = (ImmutableBytesWritable) key; + Result row = (Result) value; + result.add(keyWritable); + result.add(row); + sourceCall.getIncomingEntry().setTuple(result); + return true; + } + + @SuppressWarnings("unchecked") + @Override + public void sink(FlowProcess<JobConf> flowProcess, SinkCall<Object[], OutputCollector> sinkCall) throws IOException { + TupleEntry tupleEntry = sinkCall.getOutgoingEntry(); + OutputCollector outputCollector = sinkCall.getOutput(); + Tuple key = tupleEntry.selectTuple(RowKeyField); + Object okey = key.getObject(0); + ImmutableBytesWritable keyBytes = getBytes(okey); + Put put = new Put(keyBytes.get()); + Fields outFields = tupleEntry.getFields().subtract(RowKeyField); + if (null != outFields) { + TupleEntry values = tupleEntry.selectEntry(outFields); + for (int n = 0; n < values.getFields().size(); n++) { + Object o = values.get(n); + ImmutableBytesWritable valueBytes = getBytes(o); + Comparable field = outFields.get(n); + ColumnName cn = parseColumn((String) field); + if (null == cn.family) { + if (n >= familyNames.length) + cn.family = familyNames[familyNames.length - 1]; + else + cn.family = familyNames[n]; + } + if (null != o || writeNulls) + put.add(Bytes.toBytes(cn.family), Bytes.toBytes(cn.name), valueBytes.get()); + } + } + outputCollector.collect(null, put); + } + + private ImmutableBytesWritable getBytes(Object obj) { + if (null == obj) + return new ImmutableBytesWritable(new byte[0]); + if (obj instanceof ImmutableBytesWritable) + return (ImmutableBytesWritable) obj; + else if (obj instanceof String) + return new ImmutableBytesWritable(Bytes.toBytes((String) obj)); + else if (obj instanceof Long) + return new ImmutableBytesWritable(Bytes.toBytes((Long) obj)); + else if (obj instanceof Integer) + return new ImmutableBytesWritable(Bytes.toBytes((Integer) obj)); + else if (obj instanceof Short) + return new ImmutableBytesWritable(Bytes.toBytes((Short) obj)); + else if (obj instanceof Boolean) + return new ImmutableBytesWritable(Bytes.toBytes((Boolean) obj)); + else if (obj instanceof Double) + return new ImmutableBytesWritable(Bytes.toBytes((Double) obj)); + else + throw new IllegalArgumentException("cannot convert object to ImmutableBytesWritable, class=" + + obj.getClass().getName()); + } + + private ColumnName parseColumn(String column) { + ColumnName ret = new ColumnName(); + int pos = column.indexOf(":"); + if (pos > 0) { + ret.name = column.substring(pos + 1); + ret.family = column.substring(0, pos); + } else { + ret.name = column; + } + return ret; + } + + private class ColumnName { + String family; + String name; + + ColumnName() { + } + } + + @Override + public void sinkConfInit(FlowProcess<JobConf> process, Tap<JobConf, RecordReader, OutputCollector> tap, JobConf conf) { + conf.setOutputFormat(TableOutputFormat.class); + conf.setOutputKeyClass(ImmutableBytesWritable.class); + conf.setOutputValueClass(Put.class); + } + + @Override + public void sourceConfInit(FlowProcess<JobConf> process, Tap<JobConf, RecordReader, OutputCollector> tap, + JobConf conf) { + DeprecatedInputFormatWrapper.setInputFormat(org.apache.hadoop.hbase.mapreduce.TableInputFormat.class, conf, + ValueCopier.class); + if (null != familyNames) { + String columns = Util.join(this.familyNames, " "); + LOG.debug("sourcing from column families: {}", columns); + conf.set(org.apache.hadoop.hbase.mapreduce.TableInputFormat.SCAN_COLUMNS, columns); + } + } + + @Override + public boolean equals(Object object) { + if (this == object) { + return true; + } + if (object == null || getClass() != object.getClass()) { + return false; + } + if (!super.equals(object)) { + return false; + } + + HBaseRawScheme that = (HBaseRawScheme) object; + + if (!Arrays.equals(familyNames, that.familyNames)) { + return false; + } + return true; + } + + @Override + public int hashCode() { + int result = super.hashCode(); + result = 31 * result + (familyNames != null ? Arrays.hashCode(familyNames) : 0); + return result; + } + + public static class ValueCopier implements DeprecatedInputFormatValueCopier<Result> { + + public ValueCopier() { + } + + public void copyValue(Result oldValue, Result newValue) { + if (null != oldValue && null != newValue) { + oldValue.copyFrom(newValue); + } + } + + } +} |