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star tree file formats refactoring and fixing offset bug (opensearch-…
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…project#15975)

Signed-off-by: Bharathwaj G <[email protected]>
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@bharath-techie
bharath-techie committed Oct 14, 2024
1 parent 5947002 commit f7eeb81
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Showing 12 changed files with 281 additions and 209 deletions.
31 changes: 16 additions & 15 deletions ...va/org/opensearch/index/compositeindex/datacube/startree/builder/BaseStarTreeBuilder.java
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Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,7 @@
import org.opensearch.index.compositeindex.datacube.startree.node.InMemoryTreeNode;
import org.opensearch.index.compositeindex.datacube.startree.node.StarTreeNodeType;
import org.opensearch.index.compositeindex.datacube.startree.utils.SequentialDocValuesIterator;
import org.opensearch.index.compositeindex.datacube.startree.utils.iterator.SortedNumericStarTreeValuesIterator;
import org.opensearch.index.mapper.DocCountFieldMapper;
import org.opensearch.index.mapper.FieldMapper;
import org.opensearch.index.mapper.FieldValueConverter;
Expand Down Expand Up @@ -193,7 +194,9 @@ public List<SequentialDocValuesIterator> getMetricReaders(SegmentWriteState stat
metricFieldInfo = getFieldInfo(metric.getField(), DocValuesType.SORTED_NUMERIC);
}
metricReader = new SequentialDocValuesIterator(
fieldProducerMap.get(metricFieldInfo.name).getSortedNumeric(metricFieldInfo)
new SortedNumericStarTreeValuesIterator(
fieldProducerMap.get(metricFieldInfo.name).getSortedNumeric(metricFieldInfo)
)
);
}
metricReaders.add(metricReader);
Expand Down Expand Up @@ -228,7 +231,7 @@ public void build(
dimensionFieldInfo = getFieldInfo(dimension, DocValuesType.SORTED_NUMERIC);
}
dimensionReaders[i] = new SequentialDocValuesIterator(
fieldProducerMap.get(dimensionFieldInfo.name).getSortedNumeric(dimensionFieldInfo)
new SortedNumericStarTreeValuesIterator(fieldProducerMap.get(dimensionFieldInfo.name).getSortedNumeric(dimensionFieldInfo))
);
}
Iterator<StarTreeDocument> starTreeDocumentIterator = sortAndAggregateSegmentDocuments(dimensionReaders, metricReaders);
Expand Down Expand Up @@ -287,7 +290,7 @@ void appendDocumentsToStarTree(Iterator<StarTreeDocument> starTreeDocumentIterat
}
}

private void serializeStarTree(int numSegmentStarTreeDocument, int numStarTreeDocs) throws IOException {
private void serializeStarTree(int numSegmentStarTreeDocuments, int numStarTreeDocs) throws IOException {
// serialize the star tree data
long dataFilePointer = dataOut.getFilePointer();
StarTreeWriter starTreeWriter = new StarTreeWriter();
Expand All @@ -299,7 +302,7 @@ private void serializeStarTree(int numSegmentStarTreeDocument, int numStarTreeDo
starTreeField,
metricAggregatorInfos,
numStarTreeNodes,
numSegmentStarTreeDocument,
numSegmentStarTreeDocuments,
numStarTreeDocs,
dataFilePointer,
totalStarTreeDataLength
Expand Down Expand Up @@ -400,22 +403,20 @@ protected StarTreeDocument getStarTreeDocument(
) throws IOException {
Long[] dims = new Long[numDimensions];
int i = 0;
for (SequentialDocValuesIterator dimensionDocValueIterator : dimensionReaders) {
dimensionDocValueIterator.nextDoc(currentDocId);
Long val = dimensionDocValueIterator.value(currentDocId);
for (SequentialDocValuesIterator dimensionValueIterator : dimensionReaders) {
dimensionValueIterator.nextEntry(currentDocId);
Long val = dimensionValueIterator.value(currentDocId);
dims[i] = val;
i++;
}
i = 0;
Object[] metrics = new Object[metricReaders.size()];
for (SequentialDocValuesIterator metricDocValuesIterator : metricReaders) {
metricDocValuesIterator.nextDoc(currentDocId);
for (SequentialDocValuesIterator metricValuesIterator : metricReaders) {
metricValuesIterator.nextEntry(currentDocId);
// As part of merge, we traverse the star tree doc values
// The type of data stored in metric fields is different from the
// actual indexing field they're based on
metrics[i] = metricAggregatorInfos.get(i)
.getValueAggregators()
.toAggregatedValueType(metricDocValuesIterator.value(currentDocId));
metrics[i] = metricAggregatorInfos.get(i).getValueAggregators().toAggregatedValueType(metricValuesIterator.value(currentDocId));
i++;
}
return new StarTreeDocument(dims, metrics);
Expand Down Expand Up @@ -502,7 +503,7 @@ Long[] getStarTreeDimensionsFromSegment(int currentDocId, SequentialDocValuesIte
for (int i = 0; i < numDimensions; i++) {
if (dimensionReaders[i] != null) {
try {
dimensionReaders[i].nextDoc(currentDocId);
dimensionReaders[i].nextEntry(currentDocId);
} catch (IOException e) {
logger.error("unable to iterate to next doc", e);
throw new RuntimeException("unable to iterate to next doc", e);
Expand Down Expand Up @@ -530,7 +531,7 @@ private Object[] getStarTreeMetricsFromSegment(int currentDocId, List<Sequential
SequentialDocValuesIterator metricStatReader = metricsReaders.get(i);
if (metricStatReader != null) {
try {
metricStatReader.nextDoc(currentDocId);
metricStatReader.nextEntry(currentDocId);
} catch (IOException e) {
logger.error("unable to iterate to next doc", e);
throw new RuntimeException("unable to iterate to next doc", e);
Expand Down Expand Up @@ -672,7 +673,7 @@ private SequentialDocValuesIterator getIteratorForNumericField(
SequentialDocValuesIterator sequentialDocValuesIterator;
assert fieldProducerMap.containsKey(fieldInfo.name);
sequentialDocValuesIterator = new SequentialDocValuesIterator(
DocValues.singleton(fieldProducerMap.get(fieldInfo.name).getNumeric(fieldInfo))
new SortedNumericStarTreeValuesIterator(DocValues.singleton(fieldProducerMap.get(fieldInfo.name).getNumeric(fieldInfo)))
);
return sequentialDocValuesIterator;
}
Expand Down
4 changes: 2 additions & 2 deletions ...org/opensearch/index/compositeindex/datacube/startree/builder/OffHeapStarTreeBuilder.java
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Original file line number Diff line number Diff line change
Expand Up @@ -153,7 +153,7 @@ Iterator<StarTreeDocument> mergeStarTrees(List<StarTreeValues> starTreeValuesSub
.size()];
for (int i = 0; i < dimensionsSplitOrder.size(); i++) {
String dimension = dimensionsSplitOrder.get(i).getField();
dimensionReaders[i] = new SequentialDocValuesIterator(starTreeValues.getDimensionDocIdSetIterator(dimension));
dimensionReaders[i] = new SequentialDocValuesIterator(starTreeValues.getDimensionValuesIterator(dimension));
}
List<SequentialDocValuesIterator> metricReaders = new ArrayList<>();
// get doc id set iterators for metrics
Expand All @@ -164,7 +164,7 @@ Iterator<StarTreeDocument> mergeStarTrees(List<StarTreeValues> starTreeValuesSub
metric.getField(),
metricStat.getTypeName()
);
metricReaders.add(new SequentialDocValuesIterator(starTreeValues.getMetricDocIdSetIterator(metricFullName)));
metricReaders.add(new SequentialDocValuesIterator(starTreeValues.getMetricValuesIterator(metricFullName)));
}
}
int currentDocId = 0;
Expand Down
4 changes: 2 additions & 2 deletions .../org/opensearch/index/compositeindex/datacube/startree/builder/OnHeapStarTreeBuilder.java
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Original file line number Diff line number Diff line change
Expand Up @@ -138,7 +138,7 @@ StarTreeDocument[] getSegmentsStarTreeDocuments(List<StarTreeValues> starTreeVal

for (int i = 0; i < dimensionsSplitOrder.size(); i++) {
String dimension = dimensionsSplitOrder.get(i).getField();
dimensionReaders[i] = new SequentialDocValuesIterator(starTreeValues.getDimensionDocIdSetIterator(dimension));
dimensionReaders[i] = new SequentialDocValuesIterator(starTreeValues.getDimensionValuesIterator(dimension));
}

List<SequentialDocValuesIterator> metricReaders = new ArrayList<>();
Expand All @@ -150,7 +150,7 @@ StarTreeDocument[] getSegmentsStarTreeDocuments(List<StarTreeValues> starTreeVal
metric.getField(),
metricStat.getTypeName()
);
metricReaders.add(new SequentialDocValuesIterator(starTreeValues.getMetricDocIdSetIterator(metricFullName)));
metricReaders.add(new SequentialDocValuesIterator(starTreeValues.getMetricValuesIterator(metricFullName)));

}
}
Expand Down
43 changes: 14 additions & 29 deletions ...rg/opensearch/index/compositeindex/datacube/startree/builder/StarTreeDocsFileManager.java
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Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,6 @@

import java.io.Closeable;
import java.io.IOException;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
Expand Down Expand Up @@ -55,11 +54,9 @@ public class StarTreeDocsFileManager extends AbstractDocumentsFileManager implem
private RandomAccessInput starTreeDocsFileRandomInput;
private IndexOutput starTreeDocsFileOutput;
private final Map<String, Integer> fileToEndDocIdMap;
private final List<Integer> starTreeDocumentOffsets = new ArrayList<>();
private int currentFileStartDocId;
private int numReadableStarTreeDocuments;
private int starTreeFileCount = -1;
private int currBytes = 0;
private final int fileCountMergeThreshold;
private int numStarTreeDocs = 0;

Expand Down Expand Up @@ -98,15 +95,26 @@ IndexOutput createStarTreeDocumentsFileOutput() throws IOException {
public void writeStarTreeDocument(StarTreeDocument starTreeDocument, boolean isAggregatedDoc) throws IOException {
assert isAggregatedDoc == true;
int numBytes = writeStarTreeDocument(starTreeDocument, starTreeDocsFileOutput, true);
addStarTreeDocumentOffset(numBytes);
if (docSizeInBytes == -1) {
docSizeInBytes = numBytes;
} else {
assert docSizeInBytes == numBytes;
}
numStarTreeDocs++;
}

@Override
public StarTreeDocument readStarTreeDocument(int docId, boolean isAggregatedDoc) throws IOException {
assert isAggregatedDoc == true;
ensureDocumentReadable(docId);
return readStarTreeDocument(starTreeDocsFileRandomInput, starTreeDocumentOffsets.get(docId), true);
return readStarTreeDocument(starTreeDocsFileRandomInput, getOffset(docId), true);
}

/**
* Returns offset for the docId based on the current file start id
*/
private long getOffset(int docId) {
return (long) (docId - currentFileStartDocId) * docSizeInBytes;
}

@Override
Expand All @@ -119,19 +127,10 @@ public Long getDimensionValue(int docId, int dimensionId) throws IOException {
public Long[] readDimensions(int docId) throws IOException {
ensureDocumentReadable(docId);
Long[] dims = new Long[starTreeField.getDimensionsOrder().size()];
readDimensions(dims, starTreeDocsFileRandomInput, starTreeDocumentOffsets.get(docId));
readDimensions(dims, starTreeDocsFileRandomInput, getOffset(docId));
return dims;
}

private void addStarTreeDocumentOffset(int bytes) {
starTreeDocumentOffsets.add(currBytes);
currBytes += bytes;
if (docSizeInBytes == -1) {
docSizeInBytes = bytes;
}
assert docSizeInBytes == bytes;
}

/**
* Load the correct StarTreeDocuments file based on the docId
*/
Expand Down Expand Up @@ -199,7 +198,6 @@ private void loadStarTreeDocumentFile(int docId) throws IOException {
* If the operation is only for reading existing documents, a new file is not created.
*/
private void closeAndMaybeCreateNewFile(boolean shouldCreateFileForAppend, int numStarTreeDocs) throws IOException {
currBytes = 0;
if (starTreeDocsFileOutput != null) {
fileToEndDocIdMap.put(starTreeDocsFileOutput.getName(), numStarTreeDocs);
IOUtils.close(starTreeDocsFileOutput);
Expand Down Expand Up @@ -232,7 +230,6 @@ private void mergeFiles(int numStarTreeDocs) throws IOException {
deleteOldFiles();
fileToEndDocIdMap.clear();
fileToEndDocIdMap.put(mergedOutput.getName(), numStarTreeDocs);
resetStarTreeDocumentOffsets();
}
}

Expand All @@ -259,17 +256,6 @@ private void deleteOldFiles() throws IOException {
}
}

/**
* Reset the star tree document offsets based on the merged file
*/
private void resetStarTreeDocumentOffsets() {
int curr = 0;
for (int i = 0; i < starTreeDocumentOffsets.size(); i++) {
starTreeDocumentOffsets.set(i, curr);
curr += docSizeInBytes;
}
}

@Override
public void close() {
try {
Expand All @@ -288,7 +274,6 @@ public void close() {
tmpDirectory.deleteFile(file);
} catch (IOException ignored) {} // similar to IOUtils.deleteFilesIgnoringExceptions
}
starTreeDocumentOffsets.clear();
fileToEndDocIdMap.clear();
}
}
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