From 642ce366d9cfd1b739719af4c8a4d884f3cb95cd Mon Sep 17 00:00:00 2001 From: Yuki Morishita Date: Fri, 20 Dec 2013 13:57:28 -0600 Subject: [PATCH] Add cardinality estimator for key count estimation patch by yukim; reviewed by jbellis for CASSANDRA-5906 --- CHANGES.txt | 1 + lib/licenses/stream-2.5.1.txt | 202 ++++++++++++++++++ lib/stream-2.5.1.jar | Bin 0 -> 152692 bytes .../db/compaction/CompactionManager.java | 2 +- .../db/compaction/CompactionTask.java | 2 +- .../cassandra/db/compaction/Scrubber.java | 2 +- .../cassandra/db/compaction/Upgrader.java | 2 +- .../cassandra/io/sstable/SSTableReader.java | 76 +++++-- .../cassandra/io/sstable/SSTableWriter.java | 1 + .../sstable/metadata/CompactionMetadata.java | 15 +- .../metadata/LegacyMetadataSerializer.java | 2 +- .../sstable/metadata/MetadataCollector.java | 18 +- .../tools/SSTableMetadataViewer.java | 5 + 13 files changed, 307 insertions(+), 21 deletions(-) create mode 100644 lib/licenses/stream-2.5.1.txt create mode 100644 lib/stream-2.5.1.jar diff --git a/CHANGES.txt b/CHANGES.txt index c368787bd6..ac6c53a488 100644 --- a/CHANGES.txt +++ b/CHANGES.txt @@ -18,6 +18,7 @@ * SSTable metadata(Stats.db) format change (CASSANDRA-6356) * Push composites support in the storage engine (CASSANDRA-5417) * Add snapshot space used to cfstats (CASSANDRA-6231) + * Add cardinality estimator for key count estimation (CASSANDRA-5906) 2.0.4 diff --git a/lib/licenses/stream-2.5.1.txt b/lib/licenses/stream-2.5.1.txt new file mode 100644 index 0000000000..c8dc6770e5 --- /dev/null +++ b/lib/licenses/stream-2.5.1.txt @@ -0,0 +1,202 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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zTm&TEG;{WNon;KMqrT{iqu_7Kktl7JdZ19= zo5LyNFO`v$9XR?>);xt|b^`omDw6#F252L%+&9Btt)lXdR*m>UaFY0Fu1?||j)jxd zJMNOB<7w>;Z6?06GbFdW)rZx{U0M8W+c0%s<-WC@eTU8v>p*+Vhu1nM3)>E=hIo>& zA**_hPfE;uoJ~z%E-QHt>Z-$SR1l_<6eLKF6AR6#M4+Fm2oCHDw?_mK0{ sstables, CFMetaData metadata) + /** + * Calculate approximate key count. + * If cardinality estimator is available on all given sstables, then this method use them to estimate + * key count. + * If not, then this uses index summaries. + * + * @param sstables SSTables to calculate key count + * @return estimated key count + */ + public static long getApproximateKeyCount(Collection sstables) { - long count = 0; + long count = -1; - for (SSTableReader sstable : sstables) + // check if cardinality estimator is available for all SSTables + boolean cardinalityAvailable = !sstables.isEmpty() && Iterators.all(sstables.iterator(), new Predicate() { - // using getMaxIndexSummarySize() lets us ignore the current sampling level - count += (sstable.getMaxIndexSummarySize() + 1) * sstable.indexSummary.getSamplingLevel(); - if (logger.isDebugEnabled()) - logger.debug("index size for bloom filter calc for file : {} : {}", sstable.getFilename(), count); + public boolean apply(SSTableReader sstable) + { + return sstable.descriptor.version.newStatsFile; + } + }); + + // if it is, load them to estimate key count + if (cardinalityAvailable) + { + boolean failed = false; + ICardinality cardinality = null; + for (SSTableReader sstable : sstables) + { + try + { + CompactionMetadata metadata = (CompactionMetadata) sstable.descriptor.getMetadataSerializer().deserialize(sstable.descriptor, MetadataType.COMPACTION); + if (cardinality == null) + cardinality = metadata.cardinalityEstimator; + else + cardinality = cardinality.merge(metadata.cardinalityEstimator); + } + catch (IOException e) + { + logger.warn("Reading cardinality from Statistics.db failed.", e); + failed = true; + break; + } + catch (CardinalityMergeException e) + { + logger.warn("Cardinality merge failed.", e); + failed = true; + break; + } + } + if (cardinality != null && !failed) + count = cardinality.cardinality(); } + // if something went wrong above or cardinality is not available, calculate using index summary + if (count < 0) + { + for (SSTableReader sstable : sstables) + { + // using getMaxIndexSummarySize() lets us ignore the current sampling level + count += (sstable.getMaxIndexSummarySize() + 1) * sstable.indexSummary.getSamplingLevel(); + } + } return count; } diff --git a/src/java/org/apache/cassandra/io/sstable/SSTableWriter.java b/src/java/org/apache/cassandra/io/sstable/SSTableWriter.java index ac8e2b2807..7b034283a2 100644 --- a/src/java/org/apache/cassandra/io/sstable/SSTableWriter.java +++ b/src/java/org/apache/cassandra/io/sstable/SSTableWriter.java @@ -149,6 +149,7 @@ public class SSTableWriter extends SSTable private void afterAppend(DecoratedKey decoratedKey, long dataPosition, RowIndexEntry index) { + sstableMetadataCollector.addKey(decoratedKey.key); lastWrittenKey = decoratedKey; last = lastWrittenKey; if (first == null) diff --git a/src/java/org/apache/cassandra/io/sstable/metadata/CompactionMetadata.java b/src/java/org/apache/cassandra/io/sstable/metadata/CompactionMetadata.java index fd0e62615a..1dd33e8cf2 100644 --- a/src/java/org/apache/cassandra/io/sstable/metadata/CompactionMetadata.java +++ b/src/java/org/apache/cassandra/io/sstable/metadata/CompactionMetadata.java @@ -23,8 +23,12 @@ import java.io.IOException; import java.util.HashSet; import java.util.Set; +import com.clearspring.analytics.stream.cardinality.HyperLogLogPlus; +import com.clearspring.analytics.stream.cardinality.ICardinality; + import org.apache.cassandra.db.TypeSizes; import org.apache.cassandra.io.sstable.Descriptor; +import org.apache.cassandra.utils.ByteBufferUtil; /** * Compaction related SSTable metadata. @@ -37,9 +41,12 @@ public class CompactionMetadata extends MetadataComponent public final Set ancestors; - public CompactionMetadata(Set ancestors) + public final ICardinality cardinalityEstimator; + + public CompactionMetadata(Set ancestors, ICardinality cardinalityEstimator) { this.ancestors = ancestors; + this.cardinalityEstimator = cardinalityEstimator; } public MetadataType getType() @@ -71,6 +78,8 @@ public class CompactionMetadata extends MetadataComponent size += TypeSizes.NATIVE.sizeof(component.ancestors.size()); for (int g : component.ancestors) size += TypeSizes.NATIVE.sizeof(g); + byte[] serializedCardinality = component.cardinalityEstimator.getBytes(); + size += TypeSizes.NATIVE.sizeof(serializedCardinality.length) + serializedCardinality.length; return size; } @@ -79,6 +88,7 @@ public class CompactionMetadata extends MetadataComponent out.writeInt(component.ancestors.size()); for (int g : component.ancestors) out.writeInt(g); + ByteBufferUtil.writeWithLength(component.cardinalityEstimator.getBytes(), out); } public CompactionMetadata deserialize(Descriptor.Version version, DataInput in) throws IOException @@ -87,7 +97,8 @@ public class CompactionMetadata extends MetadataComponent Set ancestors = new HashSet<>(nbAncestors); for (int i = 0; i < nbAncestors; i++) ancestors.add(in.readInt()); - return new CompactionMetadata(ancestors); + ICardinality cardinality = HyperLogLogPlus.Builder.build(ByteBufferUtil.readBytes(in, in.readInt())); + return new CompactionMetadata(ancestors, cardinality); } } } diff --git a/src/java/org/apache/cassandra/io/sstable/metadata/LegacyMetadataSerializer.java b/src/java/org/apache/cassandra/io/sstable/metadata/LegacyMetadataSerializer.java index a691591ac6..33d4f16966 100644 --- a/src/java/org/apache/cassandra/io/sstable/metadata/LegacyMetadataSerializer.java +++ b/src/java/org/apache/cassandra/io/sstable/metadata/LegacyMetadataSerializer.java @@ -148,7 +148,7 @@ public class LegacyMetadataSerializer extends MetadataSerializer maxColumnNames)); if (types.contains(MetadataType.COMPACTION)) components.put(MetadataType.COMPACTION, - new CompactionMetadata(ancestors)); + new CompactionMetadata(ancestors, null)); } } return components; diff --git a/src/java/org/apache/cassandra/io/sstable/metadata/MetadataCollector.java b/src/java/org/apache/cassandra/io/sstable/metadata/MetadataCollector.java index c125a98c7a..e20015d160 100644 --- a/src/java/org/apache/cassandra/io/sstable/metadata/MetadataCollector.java +++ b/src/java/org/apache/cassandra/io/sstable/metadata/MetadataCollector.java @@ -21,12 +21,15 @@ import java.io.File; import java.nio.ByteBuffer; import java.util.*; +import com.clearspring.analytics.stream.cardinality.HyperLogLogPlus; +import com.clearspring.analytics.stream.cardinality.ICardinality; import com.google.common.collect.Maps; import org.apache.cassandra.db.commitlog.ReplayPosition; import org.apache.cassandra.db.composites.CellNameType; import org.apache.cassandra.io.sstable.*; import org.apache.cassandra.utils.EstimatedHistogram; +import org.apache.cassandra.utils.MurmurHash; import org.apache.cassandra.utils.StreamingHistogram; public class MetadataCollector @@ -77,6 +80,13 @@ public class MetadataCollector protected int sstableLevel; protected List minColumnNames = Collections.emptyList(); protected List maxColumnNames = Collections.emptyList(); + /** + * Default cardinality estimation method is to use HyperLogLog++. + * Parameter here(p=13, sp=25) should give reasonable estimation + * while lowering bytes required to hold information. + * See CASSANDRA-5906 for detail. + */ + protected ICardinality cardinality = new HyperLogLogPlus(13, 25); private final CellNameType columnNameComparator; public MetadataCollector(CellNameType columnNameComparator) @@ -103,6 +113,12 @@ public class MetadataCollector } } + public void addKey(ByteBuffer key) + { + long hashed = MurmurHash.hash2_64(key, key.position(), key.remaining(), 0); + cardinality.offerHashed(hashed); + } + public void addRowSize(long rowSize) { estimatedRowSize.add(rowSize); @@ -213,7 +229,7 @@ public class MetadataCollector sstableLevel, minColumnNames, maxColumnNames)); - components.put(MetadataType.COMPACTION, new CompactionMetadata(ancestors)); + components.put(MetadataType.COMPACTION, new CompactionMetadata(ancestors, cardinality)); return components; } diff --git a/src/java/org/apache/cassandra/tools/SSTableMetadataViewer.java b/src/java/org/apache/cassandra/tools/SSTableMetadataViewer.java index d8166ad07b..a2f7b89ad5 100644 --- a/src/java/org/apache/cassandra/tools/SSTableMetadataViewer.java +++ b/src/java/org/apache/cassandra/tools/SSTableMetadataViewer.java @@ -66,6 +66,11 @@ public class SSTableMetadataViewer out.println(stats.replayPosition); printHistograms(stats, out); } + if (compaction != null) + { + out.printf("Ancestors: %s%n", compaction.ancestors.toString()); + out.printf("Estimated cardinality: %s%n", compaction.cardinalityEstimator.cardinality()); + } } }