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Object type read state resharding
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Sunjeet committed Oct 11, 2023
1 parent f72303e commit 234e6f1
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Showing 22 changed files with 975 additions and 213 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -135,9 +135,7 @@ public TestHollowConsumer addSnapshot(long version, HollowWriteStateEngine state
return this;
}

public TestHollowConsumer addDelta(long fromVersion, long toVersion, HollowWriteStateEngine state)
throws IOException {

public TestHollowConsumer addDelta(long fromVersion, long toVersion, HollowWriteStateEngine state) throws IOException {
if (getStateEngine() == null) {
throw new UnsupportedOperationException("Delta can not be applied without first applying a snapshot");
}
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Original file line number Diff line number Diff line change
Expand Up @@ -38,6 +38,28 @@ public class TestHollowConsumerTest {
@Rule
public ExpectedException thrown = ExpectedException.none();

// @Test
// public void testDelta_versionTransition_resharding() throws Exception {
// long snapshotVersion = 1l;
// TestHollowConsumer consumer = new TestHollowConsumer.Builder()
// .withBlobRetriever(new TestBlobRetriever())
// .build();
//
// HollowWriteStateEngine state1 = new HollowWriteStateEngineBuilder().add("movie 1").build();
// consumer.addSnapshot(snapshotVersion, state1);
// assertEquals("Should be no version", VERSION_NONE, consumer.getCurrentVersionId());
// consumer.triggerRefreshTo(snapshotVersion);
// assertEquals("Should be at snapshot version", snapshotVersion, consumer.getCurrentVersionId());
//
// long deltaToVersion = 2l;
// HollowWriteStateEngine state2 = new HollowWriteStateEngineBuilder().add("movie 1").add("movie 2").build();
// consumer.addDelta(snapshotVersion, deltaToVersion, state2, 4); // NOTE: new shard count here
//
// assertEquals("Should still be at snapshot version", snapshotVersion, consumer.getCurrentVersionId());
// consumer.triggerRefreshTo(deltaToVersion);
// assertEquals("Should be at delta To version", deltaToVersion, consumer.getCurrentVersionId());
// }

@Test
public void testAddSnapshot_version() throws Exception {
long latestVersion = 1L;
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,7 @@

abstract class AbstractHollowProducer {

static final long DEFAULT_TARGET_MAX_TYPE_SHARD_SIZE = 16L * 1024L * 1024L;
static final long DEFAULT_TARGET_MAX_TYPE_SHARD_SIZE = 1024L; // SNAP: TODO: restore 16L * 1024L * 1024L;
// An announcement metadata tag indicating the approx heap footprint of the corresponding read state engine
private static final String ANNOUNCE_TAG_HEAP_FOOTPRINT = "hollow.data.size.heap.bytes.approx";

Expand Down Expand Up @@ -146,6 +146,13 @@ private AbstractHollowProducer(
: new HollowWriteStateEngine(hashCodeFinder);
writeEngine.setTargetMaxTypeShardSize(targetMaxTypeShardSize);
writeEngine.setFocusHoleFillInFewestShards(focusHoleFillInFewestShards);
// SNAP: TODO:
// if (focusHoleFillInFewestShards && dynamicTypeShardingEnabled) {
// // TODO: this code path is not tested, fail delta update until one of these features is disabled.
// // Specifically, when joining shards of a type the underlying field widths might differ.
// throw new UnsupportedOperationException("Type re-sharding and focusHoleFillInFewestShards in tandem are not currently supported");
// }


this.objectMapper = new HollowObjectMapper(writeEngine);
if (hashCodeFinder != null) {
Expand Down Expand Up @@ -740,6 +747,9 @@ private ReadStateHelper checkIntegrity(
if (readStates.hasCurrent()) {
HollowReadStateEngine current = readStates.current().getStateEngine();

// if (current.getTypeState("String") != null)
// System.out.println("SNAP: revDeltaNumShards for type String= " + current.getTypeState("String").numShards()); // SNAP: TODO: Remove

log.info("CHECKSUMS");
HollowChecksum currentChecksum = HollowChecksum.forStateEngineWithCommonSchemas(current, pending);
log.info(" CUR " + currentChecksum);
Expand All @@ -752,13 +762,31 @@ private ReadStateHelper checkIntegrity(
throw new IllegalStateException("Both a delta and reverse delta are required");
}

// FIXME: timt: future cycles will fail unless both deltas validate
applyDelta(artifacts.delta, current);
HollowChecksum forwardChecksum = HollowChecksum.forStateEngineWithCommonSchemas(current, pending);
//out.format(" CUR => PND %s\n", forwardChecksum);
if (!forwardChecksum.equals(pendingChecksum)) {
throw new HollowProducer.ChecksumValidationException(HollowProducer.Blob.Type.DELTA);
}

// HollowChecksum forwardChecksum = HollowChecksum.forStateEngineWithCommonSchemas(current, pending);
// //out.format(" CUR => PND %s\n", forwardChecksum);
// if (!forwardChecksum.equals(pendingChecksum)) {
// for (int i=0; i<current.getTypeState("String").numShards(); i++) {
// HollowObjectTypeReadState typeReadState = (HollowObjectTypeReadState) current.getTypeState("String");
// HollowObjectTypeReadStateShard shard = (HollowObjectTypeReadStateShard) typeReadState.shardsVolatile.shards[i];
// HollowChecksum checksum1 = new HollowChecksum();
// shard.applyToChecksum(checksum1, typeReadState.getSchema(), typeReadState.getPopulatedOrdinals(), i, typeReadState.numShards());
//
// typeReadState = (HollowObjectTypeReadState) pending.getTypeState("String");
// shard = (HollowObjectTypeReadStateShard) typeReadState.shardsVolatile.shards[i];
// HollowChecksum checksum2 = new HollowChecksum();
// shard.applyToChecksum(checksum2, typeReadState.getSchema(), typeReadState.getPopulatedOrdinals(), i, typeReadState.numShards());
// System.out.println("checksum1= " + checksum1 + ", checksum2=" + checksum2);
//
// HollowObjectTypeReadStateDiffer.diff(
// (HollowObjectTypeReadState) current.getTypeState("String"),
// (HollowObjectTypeReadState) pending.getTypeState("String"),
// pending.getTypeState("String").getPopulatedOrdinals());
// }
//
// throw new HollowProducer.ChecksumValidationException(HollowProducer.Blob.Type.DELTA);
// }

applyDelta(artifacts.reverseDelta, pending);
HollowChecksum reverseChecksum = HollowChecksum.forStateEngineWithCommonSchemas(pending, current);
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -365,10 +365,9 @@ private String readTypeStateDelta(HollowBlobInput in) throws IOException {
HollowSchema schema = HollowSchema.readFrom(in);

int numShards = readNumShards(in);

HollowTypeReadState typeState = stateEngine.getTypeState(schema.getName());
if(typeState != null) {
typeState.applyDelta(in, schema, stateEngine.getMemoryRecycler());
typeState.applyDelta(in, schema, stateEngine.getMemoryRecycler(), numShards);
} else {
discardDelta(in, schema, numShards);
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -122,7 +122,12 @@ public BitSet getPreviousOrdinals() {
public abstract int maxOrdinal();

public abstract void readSnapshot(HollowBlobInput in, ArraySegmentRecycler recycler) throws IOException;
public abstract void applyDelta(HollowBlobInput in, HollowSchema schema, ArraySegmentRecycler memoryRecycler) throws IOException;

public abstract void applyDelta(HollowBlobInput in, HollowSchema deltaSchema, ArraySegmentRecycler memoryRecycler, int deltaNumShards) throws IOException;

protected boolean shouldReshard(int currNumShards, int deltaNumShards) {
return currNumShards!=0 && deltaNumShards!=0 && currNumShards!=deltaNumShards;
}

public HollowSchema getSchema() {
return schema;
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -91,7 +91,11 @@ public void readSnapshot(HollowBlobInput in, ArraySegmentRecycler memoryRecycler
}

@Override
public void applyDelta(HollowBlobInput in, HollowSchema schema, ArraySegmentRecycler memoryRecycler) throws IOException {
public void applyDelta(HollowBlobInput in, HollowSchema schema, ArraySegmentRecycler memoryRecycler, int deltaNumShards) throws IOException {
if (shouldReshard(shards.length, deltaNumShards)) {
throw new UnsupportedOperationException("Dynamic type sharding not supported for " + schema.getName()
+ ". Current numShards=" + shards.length + ", delta numShards=" + deltaNumShards);
}
if(shards.length > 1)
maxOrdinal = VarInt.readVInt(in);

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -98,7 +98,11 @@ public void readSnapshot(HollowBlobInput in, ArraySegmentRecycler memoryRecycler
}

@Override
public void applyDelta(HollowBlobInput in, HollowSchema schema, ArraySegmentRecycler memoryRecycler) throws IOException {
public void applyDelta(HollowBlobInput in, HollowSchema schema, ArraySegmentRecycler memoryRecycler, int deltaNumShards) throws IOException {
if (shouldReshard(shards.length, deltaNumShards)) {
throw new UnsupportedOperationException("Dynamic type sharding not supported for " + schema.getName()
+ ". Current numShards=" + shards.length + ", delta numShards=" + deltaNumShards);
}
if(shards.length > 1)
maxOrdinal = VarInt.readVInt(in);

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,10 @@
*/
package com.netflix.hollow.core.read.engine.object;

import static com.netflix.hollow.core.read.engine.object.HollowObjectTypeDataElements.writeNullField;
import static com.netflix.hollow.core.read.engine.object.HollowObjectTypeDataElements.writeNullFixedLengthField;
import static com.netflix.hollow.core.read.engine.object.HollowObjectTypeDataElements.writeNullVarLengthField;

import com.netflix.hollow.core.memory.SegmentedByteArray;
import com.netflix.hollow.core.memory.encoding.FixedLengthElementArray;
import com.netflix.hollow.core.memory.encoding.GapEncodedVariableLengthIntegerReader;
Expand Down Expand Up @@ -175,7 +179,7 @@ private void mergeOrdinal(int i) {
long readStartBit = currentFromStateReadFixedLengthStartBit + from.bitOffsetPerField[fieldIndex];
copyRecordField(fieldIndex, fieldIndex, from, readStartBit, currentWriteFixedLengthStartBit, currentFromStateReadVarLengthDataPointers, currentWriteVarLengthDataPointers, removeData);
} else if(target.varLengthData[fieldIndex] != null) {
writeNullVarLengthField(fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
writeNullVarLengthField(target, fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
}
}
currentWriteFixedLengthStartBit += target.bitsPerField[fieldIndex];
Expand All @@ -193,7 +197,7 @@ private void mergeOrdinal(int i) {

private void addFromDelta(boolean removeData, int fieldIndex, int deltaFieldIndex) {
if(deltaFieldIndex == -1) {
writeNullField(fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
writeNullField(target, fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
} else {
long readStartBit = currentDeltaStateReadFixedLengthStartBit + delta.bitOffsetPerField[deltaFieldIndex];
copyRecordField(fieldIndex, deltaFieldIndex, delta, readStartBit, currentWriteFixedLengthStartBit, currentDeltaReadVarLengthDataPointers, currentWriteVarLengthDataPointers, false);
Expand All @@ -214,7 +218,7 @@ private void copyRecordField(int fieldIndex, int fromFieldIndex, HollowObjectTyp

if(target.varLengthData[fieldIndex] != null) {
if((readValue & (1L << (copyFromData.bitsPerField[fromFieldIndex] - 1))) != 0) {
writeNullVarLengthField(fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
writeNullVarLengthField(target, fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
} else {
long readStart = currentReadVarLengthDataPointers[fieldIndex];
long length = readValue - readStart;
Expand All @@ -228,28 +232,9 @@ private void copyRecordField(int fieldIndex, int fromFieldIndex, HollowObjectTyp
}
} else if(!removeData) {
if(readValue == copyFromData.nullValueForField[fromFieldIndex])
writeNullFixedLengthField(fieldIndex, currentWriteFixedLengthStartBit);
writeNullFixedLengthField(target, fieldIndex, currentWriteFixedLengthStartBit);
else
target.fixedLengthData.setElementValue(currentWriteFixedLengthStartBit, target.bitsPerField[fieldIndex], readValue);
}
}

private void writeNullField(int fieldIndex, long currentWriteFixedLengthStartBit, long[] currentWriteVarLengthDataPointers) {
if(target.varLengthData[fieldIndex] != null) {
writeNullVarLengthField(fieldIndex, currentWriteFixedLengthStartBit, currentWriteVarLengthDataPointers);
} else {
writeNullFixedLengthField(fieldIndex, currentWriteFixedLengthStartBit);
}
}

private void writeNullVarLengthField(int fieldIndex, long currentWriteFixedLengthStartBit, long[] currentWriteVarLengthDataPointers) {
long writeValue = (1L << (target.bitsPerField[fieldIndex] - 1)) | currentWriteVarLengthDataPointers[fieldIndex];
target.fixedLengthData.setElementValue(currentWriteFixedLengthStartBit, target.bitsPerField[fieldIndex], writeValue);
}

private void writeNullFixedLengthField(int fieldIndex, long currentWriteFixedLengthStartBit) {
target.fixedLengthData.setElementValue(currentWriteFixedLengthStartBit, target.bitsPerField[fieldIndex], target.nullValueForField[fieldIndex]);
}


}
Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,7 @@
import com.netflix.hollow.core.memory.encoding.FixedLengthElementArray;
import com.netflix.hollow.core.memory.pool.WastefulRecycler;
import com.netflix.hollow.core.read.engine.PopulatedOrdinalListener;
import com.netflix.hollow.core.schema.HollowObjectSchema;
import com.netflix.hollow.core.util.IntMap;
import com.netflix.hollow.core.util.RemovedOrdinalIterator;

Expand Down Expand Up @@ -63,7 +64,7 @@ public void populateHistory() {
historicalDataElements.fixedLengthData = new FixedLengthElementArray(historicalDataElements.memoryRecycler, (long)historicalDataElements.bitsPerRecord * (historicalDataElements.maxOrdinal + 1));

for(int i=0;i<historicalDataElements.schema.numFields();i++) {
if(stateEngineDataElements[0].varLengthData[i] != null) {
if(isVarLengthField(typeState.getSchema().getFieldType(i))) {
historicalDataElements.varLengthData[i] = new SegmentedByteArray(historicalDataElements.memoryRecycler);
}
}
Expand Down Expand Up @@ -106,15 +107,15 @@ public HollowObjectTypeReadState createHistoricalTypeReadState() {
private void populateStats() {
iter.reset();
int removedEntryCount = 0;
long totalVarLengthSizes[] = new long[stateEngineDataElements[0].varLengthData.length];
long totalVarLengthSizes[] = new long[typeState.getSchema().numFields()];

int ordinal = iter.next();

while(ordinal != ORDINAL_NONE) {
removedEntryCount++;

for(int i=0;i<totalVarLengthSizes.length;i++) {
if(stateEngineDataElements[0].varLengthData[i] != null) {
for(int i=0;i<typeState.getSchema().numFields();i++) {
if(isVarLengthField(typeState.getSchema().getFieldType(i))) {
int shard = ordinal & shardNumberMask;
int shardOrdinal = ordinal >> shardOrdinalShift;
totalVarLengthSizes[i] += varLengthSize(stateEngineDataElements[shard], shardOrdinal, i);
Expand All @@ -126,8 +127,8 @@ private void populateStats() {

historicalDataElements.maxOrdinal = removedEntryCount - 1;

for(int i=0;i<stateEngineDataElements[0].bitsPerField.length;i++) {
if(stateEngineDataElements[0].varLengthData[i] == null) {
for(int i=0;i<typeState.getSchema().numFields();i++) {
if(!isVarLengthField(typeState.getSchema().getFieldType(i))) {
historicalDataElements.bitsPerField[i] = stateEngineDataElements[0].bitsPerField[i];
} else {
historicalDataElements.bitsPerField[i] = (64 - Long.numberOfLeadingZeros(totalVarLengthSizes[i] + 1)) + 1;
Expand All @@ -140,4 +141,8 @@ private void populateStats() {

ordinalMapping = new IntMap(removedEntryCount);
}

private boolean isVarLengthField(HollowObjectSchema.FieldType fieldType) {
return fieldType == HollowObjectSchema.FieldType.STRING || fieldType == HollowObjectSchema.FieldType.BYTES;
}
}
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