| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| package org.apache.datasketches.tuple.arrayofdoubles; |
| |
| import static java.lang.foreign.ValueLayout.JAVA_BYTE; |
| import static java.lang.foreign.ValueLayout.JAVA_DOUBLE_UNALIGNED; |
| import static java.lang.foreign.ValueLayout.JAVA_FLOAT_UNALIGNED; |
| import static java.lang.foreign.ValueLayout.JAVA_INT_UNALIGNED; |
| import static java.lang.foreign.ValueLayout.JAVA_LONG_UNALIGNED; |
| import static java.lang.foreign.ValueLayout.JAVA_SHORT_UNALIGNED; |
| import static org.apache.datasketches.common.Util.checkSeedHashes; |
| import static org.apache.datasketches.common.Util.clear; |
| import static org.apache.datasketches.common.Util.clearBits; |
| import static org.apache.datasketches.common.Util.computeSeedHash; |
| import static org.apache.datasketches.common.Util.setBits; |
| |
| import java.lang.foreign.MemorySegment; |
| import java.util.Arrays; |
| |
| import org.apache.datasketches.common.Family; |
| import org.apache.datasketches.common.ResizeFactor; |
| import org.apache.datasketches.common.SketchesArgumentException; |
| import org.apache.datasketches.thetacommon.HashOperations; |
| import org.apache.datasketches.tuple.SerializerDeserializer; |
| import org.apache.datasketches.tuple.Util; |
| |
| /** |
| * Direct QuickSelect tuple sketch of type ArrayOfDoubles. |
| * |
| * <p>This implementation uses data in a given MemorySegment that is owned and managed by the caller. |
| * This MemorySegment can be off-heap, which if managed properly will greatly reduce the need for |
| * the JVM to perform garbage collection.</p> |
| */ |
| class DirectArrayOfDoublesQuickSelectSketch extends ArrayOfDoublesQuickSelectSketch { |
| |
| // these values exist only on heap, never serialized |
| private final MemorySegment seg_; |
| // these can be derived from the seg_ contents, but are kept here for performance |
| private int keysOffset_; |
| private int valuesOffset_; |
| |
| /** |
| * Construct a new sketch using the given MemorySegment as its backing store. |
| * |
| * @param nomEntries Nominal number of entries. Forced to the nearest power of 2 greater than |
| * given value. |
| * @param lgResizeFactor log2(resize factor) - value from 0 to 3: |
| * 0 - no resizing (max size allocated), |
| * 1 - double internal hash table each time it reaches a threshold |
| * 2 - grow four times |
| * 3 - grow eight times (default) |
| * @param samplingProbability |
| * <a href="{@docRoot}/resources/dictionary.html#p">See Sampling Probability</a> |
| * @param numValues Number of double values to keep for each key. |
| * @param seed <a href="{@docRoot}/resources/dictionary.html#seed">See seed</a> |
| * @param dstSeg the destination MemorySegment. |
| */ |
| DirectArrayOfDoublesQuickSelectSketch( |
| final int nomEntries, |
| final int lgResizeFactor, |
| final float samplingProbability, |
| final int numValues, |
| final long seed, |
| final MemorySegment dstSeg) { |
| checkMemorySegment(nomEntries, lgResizeFactor, numValues, dstSeg); |
| super(numValues, seed); |
| seg_ = dstSeg; |
| final int startingCapacity = Util.getStartingCapacity(nomEntries, lgResizeFactor); |
| seg_.set(JAVA_BYTE, PREAMBLE_LONGS_BYTE, (byte) 1); |
| seg_.set(JAVA_BYTE, SERIAL_VERSION_BYTE, serialVersionUID); |
| seg_.set(JAVA_BYTE, FAMILY_ID_BYTE, (byte) Family.TUPLE.getID()); |
| seg_.set(JAVA_BYTE, SKETCH_TYPE_BYTE, (byte) |
| SerializerDeserializer.SketchType.ArrayOfDoublesQuickSelectSketch.ordinal()); |
| seg_.set(JAVA_BYTE, FLAGS_BYTE, (byte) ( |
| (samplingProbability < 1f ? 1 << Flags.IS_IN_SAMPLING_MODE.ordinal() : 0) |
| | (1 << Flags.IS_EMPTY.ordinal()) |
| )); |
| seg_.set(JAVA_BYTE, NUM_VALUES_BYTE, (byte) numValues); |
| seg_.set(JAVA_SHORT_UNALIGNED, SEED_HASH_SHORT, computeSeedHash(seed)); |
| thetaLong_ = (long) (Long.MAX_VALUE * (double) samplingProbability); |
| seg_.set(JAVA_LONG_UNALIGNED, THETA_LONG, thetaLong_); |
| seg_.set(JAVA_BYTE, LG_NOM_ENTRIES_BYTE, (byte) Integer.numberOfTrailingZeros(nomEntries)); |
| seg_.set(JAVA_BYTE, LG_CUR_CAPACITY_BYTE, (byte) Integer.numberOfTrailingZeros(startingCapacity)); |
| seg_.set(JAVA_BYTE, LG_RESIZE_FACTOR_BYTE, (byte) lgResizeFactor); |
| seg_.set(JAVA_FLOAT_UNALIGNED, SAMPLING_P_FLOAT, samplingProbability); |
| seg_.set(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT, 0); |
| keysOffset_ = ENTRIES_START; |
| valuesOffset_ = keysOffset_ + (SIZE_OF_KEY_BYTES * startingCapacity); |
| clear(seg_, keysOffset_, (long) SIZE_OF_KEY_BYTES * startingCapacity); //clear keys only |
| lgCurrentCapacity_ = Integer.numberOfTrailingZeros(startingCapacity); |
| setRebuildThreshold(); |
| } |
| |
| private static final void checkMemorySegment( |
| final int nomEntries, |
| final int lgResizeFactor, |
| final int numValues, |
| final MemorySegment dstSeg) { |
| final int startingCapacity = Util.getStartingCapacity(nomEntries, lgResizeFactor); |
| checkMemorySegmentSize(dstSeg, startingCapacity, numValues); |
| } |
| |
| /** |
| * Wraps the given MemorySegment. |
| * @param seg the given MemorySegment |
| * @param seed update seed |
| */ |
| DirectArrayOfDoublesQuickSelectSketch( |
| final MemorySegment seg, |
| final long seed) { |
| checkSerVer(seg); |
| super(seg.get(JAVA_BYTE, NUM_VALUES_BYTE), seed); |
| seg_ = seg; |
| SerializerDeserializer.validateFamily(seg.get(JAVA_BYTE, FAMILY_ID_BYTE), |
| seg.get(JAVA_BYTE, PREAMBLE_LONGS_BYTE)); |
| SerializerDeserializer.validateType(seg_.get(JAVA_BYTE, SKETCH_TYPE_BYTE), |
| SerializerDeserializer.SketchType.ArrayOfDoublesQuickSelectSketch); |
| |
| checkSeedHashes(seg.get(JAVA_SHORT_UNALIGNED, SEED_HASH_SHORT), computeSeedHash(seed)); |
| keysOffset_ = ENTRIES_START; |
| valuesOffset_ = keysOffset_ + (SIZE_OF_KEY_BYTES * getCurrentCapacity()); |
| // to do: make parent take care of its own parts |
| lgCurrentCapacity_ = Integer.numberOfTrailingZeros(getCurrentCapacity()); |
| thetaLong_ = seg_.get(JAVA_LONG_UNALIGNED, THETA_LONG); |
| isEmpty_ = (seg_.get(JAVA_BYTE, FLAGS_BYTE) & (1 << Flags.IS_EMPTY.ordinal())) != 0; |
| setRebuildThreshold(); |
| } |
| |
| private static final void checkSerVer(final MemorySegment seg) { |
| final byte version = seg.get(JAVA_BYTE, SERIAL_VERSION_BYTE); |
| if (version != serialVersionUID) { |
| throw new SketchesArgumentException("Serial version mismatch. Expected: " + serialVersionUID |
| + ", actual: " + version); |
| } |
| } |
| |
| @Override |
| //converts MemorySegment hashTable of double[] to compacted double[][] |
| public double[][] getValues() { |
| final int count = getRetainedEntries(); |
| final double[][] values = new double[count][]; |
| if (count > 0) { |
| long keyOffset = keysOffset_; |
| long valuesOffset = valuesOffset_; |
| int cnt = 0; |
| for (int j = 0; j < getCurrentCapacity(); j++) { |
| if (seg_.get(JAVA_LONG_UNALIGNED, keyOffset) != 0) { |
| final double[] array = new double[numValues_]; |
| MemorySegment.copy(seg_, JAVA_DOUBLE_UNALIGNED, valuesOffset, array, 0, numValues_); |
| values[cnt++] = array; |
| } |
| keyOffset += SIZE_OF_KEY_BYTES; |
| valuesOffset += (long)SIZE_OF_VALUE_BYTES * numValues_; |
| } |
| } |
| return values; |
| } |
| |
| @Override |
| //converts heap hashTable of double[] to compacted double[] |
| double[] getValuesAsOneDimension() { |
| final int count = getRetainedEntries(); |
| final double[] values = new double[count * numValues_]; |
| final int cap = getCurrentCapacity(); |
| if (count > 0) { |
| long keyOffsetBytes = keysOffset_; |
| long valuesOffsetBytes = valuesOffset_; |
| int cnt = 0; |
| for (int j = 0; j < cap; j++) { |
| if (seg_.get(JAVA_LONG_UNALIGNED, keyOffsetBytes) != 0) { |
| MemorySegment.copy(seg_, JAVA_DOUBLE_UNALIGNED, valuesOffsetBytes, values, cnt++ * numValues_, numValues_); |
| } |
| keyOffsetBytes += SIZE_OF_KEY_BYTES; |
| valuesOffsetBytes += (long)SIZE_OF_VALUE_BYTES * numValues_; |
| } |
| assert cnt == count; |
| } |
| return values; |
| } |
| |
| @Override |
| //converts heap hashTable of long[] to compacted long[] |
| long[] getKeys() { |
| final int count = getRetainedEntries(); |
| final long[] keys = new long[count]; |
| final int cap = getCurrentCapacity(); |
| if (count > 0) { |
| long keyOffsetBytes = keysOffset_; |
| int cnt = 0; |
| for (int j = 0; j < cap; j++) { |
| final long key; |
| if ((key = seg_.get(JAVA_LONG_UNALIGNED, keyOffsetBytes)) != 0) { |
| keys[cnt++] = key; |
| } |
| keyOffsetBytes += SIZE_OF_KEY_BYTES; |
| } |
| assert cnt == count; |
| } |
| return keys; |
| } |
| |
| @Override |
| public int getRetainedEntries() { |
| return seg_.get(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT); |
| } |
| |
| @Override |
| public int getNominalEntries() { |
| return 1 << seg_.get(JAVA_BYTE, LG_NOM_ENTRIES_BYTE); |
| } |
| |
| @Override |
| public ResizeFactor getResizeFactor() { |
| return ResizeFactor.getRF(seg_.get(JAVA_BYTE, LG_RESIZE_FACTOR_BYTE)); |
| } |
| |
| @Override |
| public float getSamplingProbability() { |
| return seg_.get(JAVA_FLOAT_UNALIGNED, SAMPLING_P_FLOAT); |
| } |
| |
| @Override |
| public byte[] toByteArray() { |
| final int sizeBytes = getSerializedSizeBytes(); |
| final byte[] byteArray = new byte[sizeBytes]; |
| final MemorySegment seg = MemorySegment.ofArray(byteArray); |
| serializeInto(seg); |
| return byteArray; |
| } |
| |
| @Override |
| public ArrayOfDoublesSketchIterator iterator() { |
| return new DirectArrayOfDoublesSketchIterator(seg_, keysOffset_, getCurrentCapacity(), numValues_); |
| } |
| |
| @Override |
| public boolean hasMemorySegment() { return true; } |
| |
| @Override |
| MemorySegment getMemorySegment() { return seg_; } |
| |
| @Override |
| int getSerializedSizeBytes() { |
| return valuesOffset_ + (SIZE_OF_VALUE_BYTES * numValues_ * getCurrentCapacity()); |
| } |
| |
| @Override |
| void serializeInto(final MemorySegment seg) { |
| MemorySegment.copy(seg_, 0, seg, 0, seg.byteSize()); |
| } |
| |
| @Override |
| public void reset() { |
| if (!isEmpty_) { |
| isEmpty_ = true; |
| setBits(seg_, FLAGS_BYTE, (byte) (1 << Flags.IS_EMPTY.ordinal())); |
| } |
| final int lgResizeFactor = seg_.get(JAVA_BYTE, LG_RESIZE_FACTOR_BYTE); |
| final float samplingProbability = seg_.get(JAVA_FLOAT_UNALIGNED, SAMPLING_P_FLOAT); |
| final int startingCapacity = Util.getStartingCapacity(getNominalEntries(), lgResizeFactor); |
| thetaLong_ = (long) (Long.MAX_VALUE * (double) samplingProbability); |
| seg_.set(JAVA_LONG_UNALIGNED, THETA_LONG, thetaLong_); |
| seg_.set(JAVA_BYTE, LG_CUR_CAPACITY_BYTE, (byte) Integer.numberOfTrailingZeros(startingCapacity)); |
| seg_.set(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT, 0); |
| keysOffset_ = ENTRIES_START; |
| valuesOffset_ = keysOffset_ + (SIZE_OF_KEY_BYTES * startingCapacity); |
| clear(seg_, keysOffset_, (long) SIZE_OF_KEY_BYTES * startingCapacity); //clear keys only |
| lgCurrentCapacity_ = Integer.numberOfTrailingZeros(startingCapacity); |
| setRebuildThreshold(); |
| } |
| |
| @Override |
| protected long getKey(final int index) { |
| return seg_.get(JAVA_LONG_UNALIGNED, keysOffset_ + ((long) SIZE_OF_KEY_BYTES * index)); |
| } |
| |
| @Override |
| protected void incrementCount() { |
| final int count = seg_.get(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT); |
| if (count == 0) { |
| setBits(seg_, FLAGS_BYTE, (byte) (1 << Flags.HAS_ENTRIES.ordinal())); |
| } |
| seg_.set(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT, count + 1); |
| } |
| |
| @Override |
| protected final int getCurrentCapacity() { |
| return 1 << seg_.get(JAVA_BYTE, LG_CUR_CAPACITY_BYTE); |
| } |
| |
| @Override |
| protected void setThetaLong(final long thetaLong) { |
| thetaLong_ = thetaLong; |
| seg_.set(JAVA_LONG_UNALIGNED, THETA_LONG, thetaLong_); |
| } |
| |
| @Override |
| protected void setValues(final int index, final double[] values) { |
| long offset = valuesOffset_ + ((long) SIZE_OF_VALUE_BYTES * numValues_ * index); |
| for (int i = 0; i < numValues_; i++) { |
| seg_.set(JAVA_DOUBLE_UNALIGNED, offset, values[i]); |
| offset += SIZE_OF_VALUE_BYTES; |
| } |
| } |
| |
| @Override |
| protected void updateValues(final int index, final double[] values) { |
| long offset = valuesOffset_ + ((long) SIZE_OF_VALUE_BYTES * numValues_ * index); |
| for (int i = 0; i < numValues_; i++) { |
| seg_.set(JAVA_DOUBLE_UNALIGNED, offset, seg_.get(JAVA_DOUBLE_UNALIGNED, offset) + values[i]); |
| offset += SIZE_OF_VALUE_BYTES; |
| } |
| } |
| |
| @Override |
| protected void setNotEmpty() { |
| if (isEmpty_) { |
| isEmpty_ = false; |
| clearBits(seg_, FLAGS_BYTE, (byte) (1 << Flags.IS_EMPTY.ordinal())); |
| |
| } |
| } |
| |
| @Override |
| protected boolean isInSamplingMode() { |
| return (seg_.get(JAVA_BYTE, FLAGS_BYTE) & (1 << Flags.IS_IN_SAMPLING_MODE.ordinal())) != 0; |
| } |
| |
| // rebuild in the same MemorySegment |
| @Override |
| protected void rebuild(final int newCapacity) { |
| final int numValues = getNumValues(); |
| checkMemorySegmentSize(seg_, newCapacity, numValues); |
| final int currCapacity = getCurrentCapacity(); |
| final long[] keys = new long[currCapacity]; |
| final double[] values = new double[currCapacity * numValues]; |
| MemorySegment.copy(seg_, JAVA_LONG_UNALIGNED, keysOffset_, keys, 0, currCapacity); |
| MemorySegment.copy(seg_, JAVA_DOUBLE_UNALIGNED, valuesOffset_, values, 0, currCapacity * numValues); |
| |
| clear(seg_, keysOffset_, ((long) SIZE_OF_KEY_BYTES * newCapacity) + ((long) SIZE_OF_VALUE_BYTES * newCapacity * numValues)); |
| seg_.set(JAVA_INT_UNALIGNED, RETAINED_ENTRIES_INT, 0); |
| seg_.set(JAVA_BYTE, LG_CUR_CAPACITY_BYTE, (byte)Integer.numberOfTrailingZeros(newCapacity)); |
| valuesOffset_ = keysOffset_ + (SIZE_OF_KEY_BYTES * newCapacity); |
| lgCurrentCapacity_ = Integer.numberOfTrailingZeros(newCapacity); |
| for (int i = 0; i < keys.length; i++) { |
| if ((keys[i] != 0) && (keys[i] < thetaLong_)) { |
| insert(keys[i], Arrays.copyOfRange(values, i * numValues, (i + 1) * numValues)); |
| } |
| } |
| setRebuildThreshold(); |
| } |
| |
| @Override |
| protected int insertKey(final long key) { |
| return HashOperations.hashInsertOnlyMemorySegment(seg_, lgCurrentCapacity_, key, ENTRIES_START); |
| } |
| |
| @Override |
| protected int findOrInsertKey(final long key) { |
| return HashOperations.hashSearchOrInsertMemorySegment(seg_, lgCurrentCapacity_, key, ENTRIES_START); |
| } |
| |
| @Override |
| protected double[] find(final long key) { |
| final int index = HashOperations.hashSearchMemorySegment(seg_, lgCurrentCapacity_, key, ENTRIES_START); |
| if (index == -1) { return null; } |
| final double[] array = new double[numValues_]; |
| MemorySegment.copy(seg_, JAVA_DOUBLE_UNALIGNED, valuesOffset_ |
| + ((long) SIZE_OF_VALUE_BYTES * numValues_ * index), array, 0, numValues_); |
| return array; |
| } |
| |
| private static void checkMemorySegmentSize(final MemorySegment seg, final int numEntries, final int numValues) { |
| final int sizeNeeded = |
| ENTRIES_START + ((SIZE_OF_KEY_BYTES + (SIZE_OF_VALUE_BYTES * numValues)) * numEntries); |
| if (sizeNeeded > seg.byteSize()) { |
| throw new SketchesArgumentException("Not enough space: need " |
| + sizeNeeded + " bytes, got " + seg.byteSize() + " bytes"); |
| } |
| } |
| |
| } |