mirror of https://github.com/apache/druid.git
review comments and add partitioner
This commit is contained in:
parent
ea4a80e8d2
commit
0d8c1ffe54
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@ -23,6 +23,7 @@ import com.google.common.collect.ImmutableMap;
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import com.metamx.common.logger.Logger;
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import com.metamx.common.logger.Logger;
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import io.druid.db.DbConnector;
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import io.druid.db.DbConnector;
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import io.druid.timeline.DataSegment;
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import io.druid.timeline.DataSegment;
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import io.druid.timeline.partition.NoneShardSpec;
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import org.joda.time.DateTime;
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import org.joda.time.DateTime;
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import org.skife.jdbi.v2.Handle;
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import org.skife.jdbi.v2.Handle;
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import org.skife.jdbi.v2.IDBI;
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import org.skife.jdbi.v2.IDBI;
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@ -75,7 +76,7 @@ public class DbUpdaterJob implements Jobby
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.put("created_date", new DateTime().toString())
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.put("created_date", new DateTime().toString())
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.put("start", segment.getInterval().getStart().toString())
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.put("start", segment.getInterval().getStart().toString())
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.put("end", segment.getInterval().getEnd().toString())
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.put("end", segment.getInterval().getEnd().toString())
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.put("partitioned", segment.getShardSpec().getPartitionNum())
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.put("partitioned", (segment.getShardSpec() instanceof NoneShardSpec) ? 0 : 1)
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.put("version", segment.getVersion())
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.put("version", segment.getVersion())
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.put("used", true)
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.put("used", true)
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.put("payload", HadoopDruidIndexerConfig.jsonMapper.writeValueAsString(segment))
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.put("payload", HadoopDruidIndexerConfig.jsonMapper.writeValueAsString(segment))
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@ -37,6 +37,7 @@ import io.druid.indexer.granularity.UniformGranularitySpec;
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import io.druid.query.aggregation.hyperloglog.HyperLogLogCollector;
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import io.druid.query.aggregation.hyperloglog.HyperLogLogCollector;
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import io.druid.timeline.partition.HashBasedNumberedShardSpec;
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import io.druid.timeline.partition.HashBasedNumberedShardSpec;
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import io.druid.timeline.partition.NoneShardSpec;
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import io.druid.timeline.partition.NoneShardSpec;
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import org.apache.hadoop.conf.Configurable;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.Path;
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import org.apache.hadoop.fs.Path;
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@ -45,6 +46,7 @@ import org.apache.hadoop.io.LongWritable;
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import org.apache.hadoop.io.NullWritable;
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import org.apache.hadoop.io.NullWritable;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.mapreduce.Job;
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import org.apache.hadoop.mapreduce.Job;
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import org.apache.hadoop.mapreduce.Partitioner;
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import org.apache.hadoop.mapreduce.Reducer;
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import org.apache.hadoop.mapreduce.Reducer;
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import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
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import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
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import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
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import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
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@ -65,7 +67,6 @@ import java.util.Set;
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*/
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*/
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public class DetermineHashedPartitionsJob implements Jobby
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public class DetermineHashedPartitionsJob implements Jobby
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{
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{
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private static final int MAX_SHARDS = 128;
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private static final Logger log = new Logger(DetermineHashedPartitionsJob.class);
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private static final Logger log = new Logger(DetermineHashedPartitionsJob.class);
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private final HadoopDruidIndexerConfig config;
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private final HadoopDruidIndexerConfig config;
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@ -98,6 +99,7 @@ public class DetermineHashedPartitionsJob implements Jobby
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groupByJob.setOutputKeyClass(NullWritable.class);
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groupByJob.setOutputKeyClass(NullWritable.class);
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groupByJob.setOutputValueClass(NullWritable.class);
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groupByJob.setOutputValueClass(NullWritable.class);
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groupByJob.setOutputFormatClass(SequenceFileOutputFormat.class);
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groupByJob.setOutputFormatClass(SequenceFileOutputFormat.class);
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groupByJob.setPartitionerClass(DetermineHashedPartitionsPartitioner.class);
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if (!config.getSegmentGranularIntervals().isPresent()) {
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if (!config.getSegmentGranularIntervals().isPresent()) {
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groupByJob.setNumReduceTasks(1);
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groupByJob.setNumReduceTasks(1);
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} else {
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} else {
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@ -150,14 +152,6 @@ public class DetermineHashedPartitionsJob implements Jobby
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);
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);
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int numberOfShards = (int) Math.ceil((double) cardinality / config.getTargetPartitionSize());
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int numberOfShards = (int) Math.ceil((double) cardinality / config.getTargetPartitionSize());
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if (numberOfShards > MAX_SHARDS) {
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throw new ISE(
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"Number of shards [%d] exceed the maximum limit of [%d], either targetPartitionSize is too low or data volume is too high",
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numberOfShards,
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MAX_SHARDS
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);
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}
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List<HadoopyShardSpec> actualSpecs = Lists.newArrayListWithExpectedSize(numberOfShards);
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List<HadoopyShardSpec> actualSpecs = Lists.newArrayListWithExpectedSize(numberOfShards);
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if (numberOfShards == 1) {
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if (numberOfShards == 1) {
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actualSpecs.add(new HadoopyShardSpec(new NoneShardSpec(), shardCount++));
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actualSpecs.add(new HadoopyShardSpec(new NoneShardSpec(), shardCount++));
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@ -314,13 +308,6 @@ public class DetermineHashedPartitionsJob implements Jobby
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}
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}
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}
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}
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private byte[] getDataBytes(BytesWritable writable)
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{
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byte[] rv = new byte[writable.getLength()];
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System.arraycopy(writable.getBytes(), 0, rv, 0, writable.getLength());
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return rv;
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}
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@Override
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@Override
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public void run(Context context)
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public void run(Context context)
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throws IOException, InterruptedException
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throws IOException, InterruptedException
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@ -348,6 +335,50 @@ public class DetermineHashedPartitionsJob implements Jobby
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}
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}
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}
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}
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}
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}
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public static class DetermineHashedPartitionsPartitioner
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extends Partitioner<LongWritable, BytesWritable> implements Configurable
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{
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private Configuration config;
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private boolean determineIntervals;
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private Map<LongWritable, Integer> reducerLookup;
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@Override
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public int getPartition(LongWritable interval, BytesWritable text, int numPartitions)
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{
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if (config.get("mapred.job.tracker").equals("local") || determineIntervals) {
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return 1;
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} else {
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return reducerLookup.get(interval);
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}
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}
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@Override
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public Configuration getConf()
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{
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return config;
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}
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@Override
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public void setConf(Configuration config)
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{
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this.config = config;
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HadoopDruidIndexerConfig hadoopConfig = HadoopDruidIndexerConfigBuilder.fromConfiguration(config);
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if (hadoopConfig.getSegmentGranularIntervals().isPresent()) {
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determineIntervals = false;
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int reducerNumber = 0;
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ImmutableMap.Builder<LongWritable, Integer> builder = ImmutableMap.builder();
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for (Interval interval : hadoopConfig.getSegmentGranularIntervals().get()) {
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builder.put(new LongWritable(interval.getStartMillis()), reducerNumber++);
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}
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reducerLookup = builder.build();
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} else {
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determineIntervals = true;
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}
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}
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}
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}
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}
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@ -57,7 +57,7 @@ public class HadoopDruidDetermineConfigurationJob implements Jobby
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if (config.isDeterminingPartitions()) {
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if (config.isDeterminingPartitions()) {
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jobs.add(config.getPartitionsSpec().getPartitionJob(config));
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jobs.add(config.getPartitionsSpec().getPartitionJob(config));
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} else {
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} else {
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int shardsPerInterval = config.getPartitionsSpec().getShardCount();
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int shardsPerInterval = config.getPartitionsSpec().getNumShards();
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Map<DateTime, List<HadoopyShardSpec>> shardSpecs = Maps.newTreeMap(DateTimeComparator.getInstance());
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Map<DateTime, List<HadoopyShardSpec>> shardSpecs = Maps.newTreeMap(DateTimeComparator.getInstance());
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int shardCount = 0;
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int shardCount = 0;
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for (Interval segmentGranularity : config.getSegmentGranularIntervals().get()) {
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for (Interval segmentGranularity : config.getSegmentGranularIntervals().get()) {
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@ -26,17 +26,16 @@ import com.google.common.base.Preconditions;
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public abstract class AbstractPartitionsSpec implements PartitionsSpec
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public abstract class AbstractPartitionsSpec implements PartitionsSpec
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{
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{
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private static final double DEFAULT_OVERSIZE_THRESHOLD = 1.5;
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private static final double DEFAULT_OVERSIZE_THRESHOLD = 1.5;
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private static final int MAX_SHARDS = 128;
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private final long targetPartitionSize;
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private final long targetPartitionSize;
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private final long maxPartitionSize;
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private final long maxPartitionSize;
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private final boolean assumeGrouped;
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private final boolean assumeGrouped;
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private final int shardCount;
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private final int numShards;
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public AbstractPartitionsSpec(
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public AbstractPartitionsSpec(
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Long targetPartitionSize,
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Long targetPartitionSize,
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Long maxPartitionSize,
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Long maxPartitionSize,
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Boolean assumeGrouped,
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Boolean assumeGrouped,
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Integer shardCount
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Integer numShards
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)
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)
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{
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{
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this.targetPartitionSize = targetPartitionSize == null ? -1 : targetPartitionSize;
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this.targetPartitionSize = targetPartitionSize == null ? -1 : targetPartitionSize;
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@ -44,15 +43,11 @@ public abstract class AbstractPartitionsSpec implements PartitionsSpec
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? (long) (this.targetPartitionSize * DEFAULT_OVERSIZE_THRESHOLD)
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? (long) (this.targetPartitionSize * DEFAULT_OVERSIZE_THRESHOLD)
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: maxPartitionSize;
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: maxPartitionSize;
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this.assumeGrouped = assumeGrouped == null ? false : assumeGrouped;
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this.assumeGrouped = assumeGrouped == null ? false : assumeGrouped;
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this.shardCount = shardCount == null ? -1 : shardCount;
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this.numShards = numShards == null ? -1 : numShards;
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Preconditions.checkArgument(
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Preconditions.checkArgument(
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this.targetPartitionSize == -1 || this.shardCount == -1,
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this.targetPartitionSize == -1 || this.numShards == -1,
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"targetPartitionsSize and shardCount both cannot be set"
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"targetPartitionsSize and shardCount both cannot be set"
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);
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);
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Preconditions.checkArgument(
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this.shardCount < MAX_SHARDS,
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"shardCount cannot be more than MAX_SHARD_COUNT[%d] ", MAX_SHARDS
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);
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}
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}
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@JsonProperty
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@JsonProperty
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@ -80,8 +75,8 @@ public abstract class AbstractPartitionsSpec implements PartitionsSpec
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}
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}
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@Override
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@Override
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public int getShardCount()
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public int getNumShards()
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{
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{
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return shardCount;
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return numShards;
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}
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}
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}
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}
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@ -34,10 +34,10 @@ public class HashedPartitionsSpec extends AbstractPartitionsSpec
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@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
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@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
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@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
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@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
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@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
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@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
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@JsonProperty("shardCount") @Nullable Integer shardCount
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@JsonProperty("numShards") @Nullable Integer numShards
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)
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)
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{
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{
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super(targetPartitionSize, maxPartitionSize, assumeGrouped, shardCount);
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super(targetPartitionSize, maxPartitionSize, assumeGrouped, numShards);
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}
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}
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@Override
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@Override
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@ -50,6 +50,6 @@ public interface PartitionsSpec
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public boolean isDeterminingPartitions();
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public boolean isDeterminingPartitions();
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@JsonProperty
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@JsonProperty
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public int getShardCount();
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public int getNumShards();
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}
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}
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@ -33,9 +33,9 @@ public class RandomPartitionsSpec extends HashedPartitionsSpec
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@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
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@JsonProperty("targetPartitionSize") @Nullable Long targetPartitionSize,
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@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
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@JsonProperty("maxPartitionSize") @Nullable Long maxPartitionSize,
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@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
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@JsonProperty("assumeGrouped") @Nullable Boolean assumeGrouped,
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@JsonProperty("shardCount") @Nullable Integer shardCount
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@JsonProperty("numShards") @Nullable Integer numShards
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)
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)
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{
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{
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super(targetPartitionSize, maxPartitionSize, assumeGrouped, shardCount);
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super(targetPartitionSize, maxPartitionSize, assumeGrouped, numShards);
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}
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}
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}
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}
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@ -602,7 +602,7 @@ public class HadoopDruidIndexerConfigTest
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"{"
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"{"
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+ "\"partitionsSpec\":{"
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+ "\"partitionsSpec\":{"
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+ " \"type\":\"hashed\","
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+ " \"type\":\"hashed\","
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+ " \"shardCount\":2"
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+ " \"numShards\":2"
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+ " }"
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+ " }"
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+ "}",
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+ "}",
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HadoopDruidIndexerConfig.class
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HadoopDruidIndexerConfig.class
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@ -634,7 +634,7 @@ public class HadoopDruidIndexerConfigTest
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Assert.assertEquals(
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Assert.assertEquals(
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"shardCount",
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"shardCount",
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partitionsSpec.getShardCount(),
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partitionsSpec.getNumShards(),
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2
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2
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);
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);
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@ -25,6 +25,7 @@ import com.metamx.common.logger.Logger;
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import io.druid.db.DbConnector;
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import io.druid.db.DbConnector;
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import io.druid.db.DbTablesConfig;
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import io.druid.db.DbTablesConfig;
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import io.druid.timeline.DataSegment;
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import io.druid.timeline.DataSegment;
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import io.druid.timeline.partition.NoneShardSpec;
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import org.joda.time.DateTime;
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import org.joda.time.DateTime;
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import org.skife.jdbi.v2.Handle;
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import org.skife.jdbi.v2.Handle;
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import org.skife.jdbi.v2.IDBI;
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import org.skife.jdbi.v2.IDBI;
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@ -104,7 +105,7 @@ public class DbSegmentPublisher implements SegmentPublisher
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.bind("created_date", new DateTime().toString())
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.bind("created_date", new DateTime().toString())
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.bind("start", segment.getInterval().getStart().toString())
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.bind("start", segment.getInterval().getStart().toString())
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.bind("end", segment.getInterval().getEnd().toString())
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.bind("end", segment.getInterval().getEnd().toString())
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.bind("partitioned", segment.getShardSpec().getPartitionNum())
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.bind("partitioned", (segment.getShardSpec() instanceof NoneShardSpec) ? 0 : 1)
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.bind("version", segment.getVersion())
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.bind("version", segment.getVersion())
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.bind("used", true)
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.bind("used", true)
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.bind("payload", jsonMapper.writeValueAsString(segment))
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.bind("payload", jsonMapper.writeValueAsString(segment))
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