review comments and add partitioner

This commit is contained in:
nishantmonu51 2014-04-23 03:30:30 +05:30
parent ea4a80e8d2
commit 0d8c1ffe54
9 changed files with 65 additions and 37 deletions

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@ -23,6 +23,7 @@ import com.google.common.collect.ImmutableMap;
import com.metamx.common.logger.Logger;
import io.druid.db.DbConnector;
import io.druid.timeline.DataSegment;
import io.druid.timeline.partition.NoneShardSpec;
import org.joda.time.DateTime;
import org.skife.jdbi.v2.Handle;
import org.skife.jdbi.v2.IDBI;
@ -75,7 +76,7 @@ public class DbUpdaterJob implements Jobby
.put("created_date", new DateTime().toString())
.put("start", segment.getInterval().getStart().toString())
.put("end", segment.getInterval().getEnd().toString())
.put("partitioned", segment.getShardSpec().getPartitionNum())
.put("partitioned", (segment.getShardSpec() instanceof NoneShardSpec) ? 0 : 1)
.put("version", segment.getVersion())
.put("used", true)
.put("payload", HadoopDruidIndexerConfig.jsonMapper.writeValueAsString(segment))

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@ -37,6 +37,7 @@ import io.druid.indexer.granularity.UniformGranularitySpec;
import io.druid.query.aggregation.hyperloglog.HyperLogLogCollector;
import io.druid.timeline.partition.HashBasedNumberedShardSpec;
import io.druid.timeline.partition.NoneShardSpec;
import org.apache.hadoop.conf.Configurable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
@ -45,6 +46,7 @@ import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Partitioner;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
@ -65,7 +67,6 @@ import java.util.Set;
*/
public class DetermineHashedPartitionsJob implements Jobby
{
private static final int MAX_SHARDS = 128;
private static final Logger log = new Logger(DetermineHashedPartitionsJob.class);
private final HadoopDruidIndexerConfig config;
@ -98,6 +99,7 @@ public class DetermineHashedPartitionsJob implements Jobby
groupByJob.setOutputKeyClass(NullWritable.class);
groupByJob.setOutputValueClass(NullWritable.class);
groupByJob.setOutputFormatClass(SequenceFileOutputFormat.class);
groupByJob.setPartitionerClass(DetermineHashedPartitionsPartitioner.class);
if (!config.getSegmentGranularIntervals().isPresent()) {
groupByJob.setNumReduceTasks(1);
} else {
@ -150,14 +152,6 @@ public class DetermineHashedPartitionsJob implements Jobby
);
int numberOfShards = (int) Math.ceil((double) cardinality / config.getTargetPartitionSize());
if (numberOfShards > MAX_SHARDS) {
throw new ISE(
"Number of shards [%d] exceed the maximum limit of [%d], either targetPartitionSize is too low or data volume is too high",
numberOfShards,
MAX_SHARDS
);
}
List<HadoopyShardSpec> actualSpecs = Lists.newArrayListWithExpectedSize(numberOfShards);
if (numberOfShards == 1) {
actualSpecs.add(new HadoopyShardSpec(new NoneShardSpec(), shardCount++));
@ -314,13 +308,6 @@ public class DetermineHashedPartitionsJob implements Jobby
}
}
private byte[] getDataBytes(BytesWritable writable)
{
byte[] rv = new byte[writable.getLength()];
System.arraycopy(writable.getBytes(), 0, rv, 0, writable.getLength());
return rv;
}
@Override
public void run(Context context)
throws IOException, InterruptedException
@ -348,6 +335,50 @@ public class DetermineHashedPartitionsJob implements Jobby
}
}
}
public static class DetermineHashedPartitionsPartitioner
extends Partitioner<LongWritable, BytesWritable> implements Configurable
{
private Configuration config;
private boolean determineIntervals;
private Map<LongWritable, Integer> reducerLookup;
@Override
public int getPartition(LongWritable interval, BytesWritable text, int numPartitions)
{
if (config.get("mapred.job.tracker").equals("local") || determineIntervals) {
return 1;
} else {
return reducerLookup.get(interval);
}
}
@Override
public Configuration getConf()
{
return config;
}
@Override
public void setConf(Configuration config)
{
this.config = config;
HadoopDruidIndexerConfig hadoopConfig = HadoopDruidIndexerConfigBuilder.fromConfiguration(config);
if (hadoopConfig.getSegmentGranularIntervals().isPresent()) {
determineIntervals = false;
int reducerNumber = 0;
ImmutableMap.Builder<LongWritable, Integer> builder = ImmutableMap.builder();
for (Interval interval : hadoopConfig.getSegmentGranularIntervals().get()) {
builder.put(new LongWritable(interval.getStartMillis()), reducerNumber++);
}
reducerLookup = builder.build();
} else {
determineIntervals = true;
}
}
}
}

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@ -57,7 +57,7 @@ public class HadoopDruidDetermineConfigurationJob implements Jobby
if (config.isDeterminingPartitions()) {
jobs.add(config.getPartitionsSpec().getPartitionJob(config));
} else {
int shardsPerInterval = config.getPartitionsSpec().getShardCount();
int shardsPerInterval = config.getPartitionsSpec().getNumShards();
Map<DateTime, List<HadoopyShardSpec>> shardSpecs = Maps.newTreeMap(DateTimeComparator.getInstance());
int shardCount = 0;
for (Interval segmentGranularity : config.getSegmentGranularIntervals().get()) {

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@ -26,17 +26,16 @@ import com.google.common.base.Preconditions;
public abstract class AbstractPartitionsSpec implements PartitionsSpec
{
private static final double DEFAULT_OVERSIZE_THRESHOLD = 1.5;
private static final int MAX_SHARDS = 128;
private final long targetPartitionSize;
private final long maxPartitionSize;
private final boolean assumeGrouped;
private final int shardCount;
private final int numShards;
public AbstractPartitionsSpec(
Long targetPartitionSize,
Long maxPartitionSize,
Boolean assumeGrouped,
Integer shardCount
Integer numShards
)
{
this.targetPartitionSize = targetPartitionSize == null ? -1 : targetPartitionSize;
@ -44,15 +43,11 @@ public abstract class AbstractPartitionsSpec implements PartitionsSpec
? (long) (this.targetPartitionSize * DEFAULT_OVERSIZE_THRESHOLD)
: maxPartitionSize;
this.assumeGrouped = assumeGrouped == null ? false : assumeGrouped;
this.shardCount = shardCount == null ? -1 : shardCount;
this.numShards = numShards == null ? -1 : numShards;
Preconditions.checkArgument(
this.targetPartitionSize == -1 || this.shardCount == -1,
this.targetPartitionSize == -1 || this.numShards == -1,
"targetPartitionsSize and shardCount both cannot be set"
);
Preconditions.checkArgument(
this.shardCount < MAX_SHARDS,
"shardCount cannot be more than MAX_SHARD_COUNT[%d] ", MAX_SHARDS
);
}
@JsonProperty
@ -80,8 +75,8 @@ public abstract class AbstractPartitionsSpec implements PartitionsSpec
}
@Override
public int getShardCount()
public int getNumShards()
{
return shardCount;
return numShards;
}
}

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@ -34,10 +34,10 @@ public class HashedPartitionsSpec extends AbstractPartitionsSpec
@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
@JsonProperty("shardCount") @Nullable Integer shardCount
@JsonProperty("numShards") @Nullable Integer numShards
)
{
super(targetPartitionSize, maxPartitionSize, assumeGrouped, shardCount);
super(targetPartitionSize, maxPartitionSize, assumeGrouped, numShards);
}
@Override

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@ -50,6 +50,6 @@ public interface PartitionsSpec
public boolean isDeterminingPartitions();
@JsonProperty
public int getShardCount();
public int getNumShards();
}

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@ -33,9 +33,9 @@ public class RandomPartitionsSpec extends HashedPartitionsSpec
@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
@JsonProperty("shardCount") @Nullable Integer shardCount
@JsonProperty("numShards") @Nullable Integer numShards
)
{
super(targetPartitionSize, maxPartitionSize, assumeGrouped, shardCount);
super(targetPartitionSize, maxPartitionSize, assumeGrouped, numShards);
}
}

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@ -602,7 +602,7 @@ public class HadoopDruidIndexerConfigTest
"{"
+ "\"partitionsSpec\":{"
+ " \"type\":\"hashed\","
+ " \"shardCount\":2"
+ " \"numShards\":2"
+ " }"
+ "}",
HadoopDruidIndexerConfig.class
@ -634,7 +634,7 @@ public class HadoopDruidIndexerConfigTest
Assert.assertEquals(
"shardCount",
partitionsSpec.getShardCount(),
partitionsSpec.getNumShards(),
2
);

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@ -25,6 +25,7 @@ import com.metamx.common.logger.Logger;
import io.druid.db.DbConnector;
import io.druid.db.DbTablesConfig;
import io.druid.timeline.DataSegment;
import io.druid.timeline.partition.NoneShardSpec;
import org.joda.time.DateTime;
import org.skife.jdbi.v2.Handle;
import org.skife.jdbi.v2.IDBI;
@ -104,7 +105,7 @@ public class DbSegmentPublisher implements SegmentPublisher
.bind("created_date", new DateTime().toString())
.bind("start", segment.getInterval().getStart().toString())
.bind("end", segment.getInterval().getEnd().toString())
.bind("partitioned", segment.getShardSpec().getPartitionNum())
.bind("partitioned", (segment.getShardSpec() instanceof NoneShardSpec) ? 0 : 1)
.bind("version", segment.getVersion())
.bind("used", true)
.bind("payload", jsonMapper.writeValueAsString(segment))