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55,000
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.countPart
public static int countPart(final long[] srcArr, final int lgArrLongs, final long thetaLong) { int cnt = 0; final int len = 1 << lgArrLongs; for (int i = len; i-- > 0;) { final long hash = srcArr[i]; if (continueCondition(thetaLong, hash) ) { continue; } cnt++ ; } ret...
java
public static int countPart(final long[] srcArr, final int lgArrLongs, final long thetaLong) { int cnt = 0; final int len = 1 << lgArrLongs; for (int i = len; i-- > 0;) { final long hash = srcArr[i]; if (continueCondition(thetaLong, hash) ) { continue; } cnt++ ; } ret...
[ "public", "static", "int", "countPart", "(", "final", "long", "[", "]", "srcArr", ",", "final", "int", "lgArrLongs", ",", "final", "long", "thetaLong", ")", "{", "int", "cnt", "=", "0", ";", "final", "int", "len", "=", "1", "<<", "lgArrLongs", ";", "...
Counts the cardinality of the first Log2 values of the given source array. @param srcArr the given source array @param lgArrLongs <a href="{@docRoot}/resources/dictionary.html#lgArrLongs">See lgArrLongs</a> @param thetaLong <a href="{@docRoot}/resources/dictionary.html#thetaLong">See Theta Long</a> @return the cardinal...
[ "Counts", "the", "cardinality", "of", "the", "first", "Log2", "values", "of", "the", "given", "source", "array", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L36-L47
55,001
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.count
public static int count(final long[] srcArr, final long thetaLong) { int cnt = 0; final int len = srcArr.length; for (int i = len; i-- > 0;) { final long hash = srcArr[i]; if (continueCondition(thetaLong, hash) ) { continue; } cnt++ ; } return cnt; }
java
public static int count(final long[] srcArr, final long thetaLong) { int cnt = 0; final int len = srcArr.length; for (int i = len; i-- > 0;) { final long hash = srcArr[i]; if (continueCondition(thetaLong, hash) ) { continue; } cnt++ ; } return cnt; }
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Counts the cardinality of the given source array. @param srcArr the given source array @param thetaLong <a href="{@docRoot}/resources/dictionary.html#thetaLong">See Theta Long</a> @return the cardinality
[ "Counts", "the", "cardinality", "of", "the", "given", "source", "array", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L55-L66
55,002
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.hashSearch
public static int hashSearch(final long[] hashTable, final int lgArrLongs, final long hash) { if (hash == 0) { throw new SketchesArgumentException("Given hash cannot be zero: " + hash); } final int arrayMask = (1 << lgArrLongs) - 1; // current Size -1 final int stride = getStride(hash, lgArrLongs)...
java
public static int hashSearch(final long[] hashTable, final int lgArrLongs, final long hash) { if (hash == 0) { throw new SketchesArgumentException("Given hash cannot be zero: " + hash); } final int arrayMask = (1 << lgArrLongs) - 1; // current Size -1 final int stride = getStride(hash, lgArrLongs)...
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This is a classical Knuth-style Open Addressing, Double Hash search scheme for on-heap. Returns the index if found, -1 if not found. @param hashTable The hash table to search. Must be a power of 2 in size. @param lgArrLongs <a href="{@docRoot}/resources/dictionary.html#lgArrLongs">See lgArrLongs</a>. lgArrLongs &le; l...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L86-L106
55,003
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.hashArrayInsert
public static int hashArrayInsert(final long[] srcArr, final long[] hashTable, final int lgArrLongs, final long thetaLong) { int count = 0; final int arrLen = srcArr.length; checkThetaCorruption(thetaLong); for (int i = 0; i < arrLen; i++ ) { // scan source array, build target array final lo...
java
public static int hashArrayInsert(final long[] srcArr, final long[] hashTable, final int lgArrLongs, final long thetaLong) { int count = 0; final int arrLen = srcArr.length; checkThetaCorruption(thetaLong); for (int i = 0; i < arrLen; i++ ) { // scan source array, build target array final lo...
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Inserts the given long array into the given hash table array of the target size, removes any negative input values, ignores duplicates and counts the values inserted. The given hash table may have values, but they must have been inserted by this method or one of the other OADH insert methods in this class and they may ...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L188-L204
55,004
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.hashSearch
public static int hashSearch(final Memory mem, final int lgArrLongs, final long hash, final int memOffsetBytes) { final int arrayMask = (1 << lgArrLongs) - 1; final int stride = getStride(hash, lgArrLongs); int curProbe = (int) (hash & arrayMask); final int loopIndex = curProbe; do { fin...
java
public static int hashSearch(final Memory mem, final int lgArrLongs, final long hash, final int memOffsetBytes) { final int arrayMask = (1 << lgArrLongs) - 1; final int stride = getStride(hash, lgArrLongs); int curProbe = (int) (hash & arrayMask); final int loopIndex = curProbe; do { fin...
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This is a classical Knuth-style Open Addressing, Double Hash search scheme for off-heap. Returns the index if found, -1 if not found. @param mem The Memory hash table to search. @param lgArrLongs <a href="{@docRoot}/resources/dictionary.html#lgArrLongs">See lgArrLongs</a>. lgArrLongs &le; log2(hashTable.length). @para...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L219-L233
55,005
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/HashOperations.java
HashOperations.fastHashInsertOnly
public static int fastHashInsertOnly(final WritableMemory wmem, final int lgArrLongs, final long hash, final int memOffsetBytes) { final int arrayMask = (1 << lgArrLongs) - 1; // current Size -1 final int stride = getStride(hash, lgArrLongs); int curProbe = (int) (hash & arrayMask); // search for ...
java
public static int fastHashInsertOnly(final WritableMemory wmem, final int lgArrLongs, final long hash, final int memOffsetBytes) { final int arrayMask = (1 << lgArrLongs) - 1; // current Size -1 final int stride = getStride(hash, lgArrLongs); int curProbe = (int) (hash & arrayMask); // search for ...
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This is a classical Knuth-style Open Addressing, Double Hash insert scheme, but inserts values directly into a Memory. This method assumes that the input hash is not a duplicate. Useful for rebuilding tables to avoid unnecessary comparisons. Returns the index of insertion, which is always positive or zero. Throws an ex...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/HashOperations.java#L250-L267
55,006
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/ConcurrentHeapQuickSelectSketch.java
ConcurrentHeapQuickSelectSketch.advanceEpoch
@SuppressFBWarnings(value = "VO_VOLATILE_INCREMENT", justification = "False Positive") private void advanceEpoch() { awaitBgPropagationTermination(); startEagerPropagation(); ConcurrentPropagationService.resetExecutorService(Thread.currentThread().getId()); //noinspection NonAtomicOperationOnVol...
java
@SuppressFBWarnings(value = "VO_VOLATILE_INCREMENT", justification = "False Positive") private void advanceEpoch() { awaitBgPropagationTermination(); startEagerPropagation(); ConcurrentPropagationService.resetExecutorService(Thread.currentThread().getId()); //noinspection NonAtomicOperationOnVol...
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Advances the epoch while there is no background propagation This ensures a propagation invoked before the reset cannot affect the sketch after the reset is completed.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/ConcurrentHeapQuickSelectSketch.java#L236-L249
55,007
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java
HeapUpdateDoublesSketch.newInstance
static HeapUpdateDoublesSketch newInstance(final int k) { final HeapUpdateDoublesSketch hqs = new HeapUpdateDoublesSketch(k); final int baseBufAlloc = 2 * Math.min(DoublesSketch.MIN_K, k); //the min is important hqs.n_ = 0; hqs.combinedBuffer_ = new double[baseBufAlloc]; hqs.baseBufferCount_ = 0; ...
java
static HeapUpdateDoublesSketch newInstance(final int k) { final HeapUpdateDoublesSketch hqs = new HeapUpdateDoublesSketch(k); final int baseBufAlloc = 2 * Math.min(DoublesSketch.MIN_K, k); //the min is important hqs.n_ = 0; hqs.combinedBuffer_ = new double[baseBufAlloc]; hqs.baseBufferCount_ = 0; ...
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Obtains a new on-heap instance of a DoublesSketch. @param k Parameter that controls space usage of sketch and accuracy of estimates. Must be greater than 1 and less than 65536 and a power of 2. @return a HeapUpdateDoublesSketch
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java#L92-L102
55,008
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java
HeapUpdateDoublesSketch.srcMemoryToCombinedBuffer
private void srcMemoryToCombinedBuffer(final Memory srcMem, final int serVer, final boolean srcIsCompact, final int combBufCap) { final int preLongs = 2; final int extra = (serVer == 1) ? 3 : 2; // space for min and max values, buf alloc (SerVer 1) final int preBytes...
java
private void srcMemoryToCombinedBuffer(final Memory srcMem, final int serVer, final boolean srcIsCompact, final int combBufCap) { final int preLongs = 2; final int extra = (serVer == 1) ? 3 : 2; // space for min and max values, buf alloc (SerVer 1) final int preBytes...
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Loads the Combined Buffer, min and max from the given source Memory. The resulting Combined Buffer is always in non-compact form and must be pre-allocated. @param srcMem the given source Memory @param serVer the serialization version of the source @param srcIsCompact true if the given source Memory is in compact form @...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java#L252-L290
55,009
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java
HeapUpdateDoublesSketch.checkHeapMemCapacity
static void checkHeapMemCapacity(final int k, final long n, final boolean compact, final int serVer, final long memCapBytes) { final int metaPre = Family.QUANTILES.getMaxPreLongs() + ((serVer == 1) ? 3 : 2); final int retainedItems = computeRetainedItems(k, n); final int r...
java
static void checkHeapMemCapacity(final int k, final long n, final boolean compact, final int serVer, final long memCapBytes) { final int metaPre = Family.QUANTILES.getMaxPreLongs() + ((serVer == 1) ? 3 : 2); final int retainedItems = computeRetainedItems(k, n); final int r...
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Checks the validity of the heap memory capacity assuming n, k and the compact state. @param k the given value of k @param n the given value of n @param compact true if memory is in compact form @param serVer serialization version of the source @param memCapBytes the current memory capacity in bytes
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/HeapUpdateDoublesSketch.java#L409-L426
55,010
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java
PreambleUtil.getNumCoupons
static int getNumCoupons(final Memory mem) { final Format format = getFormat(mem); final HiField hiField = HiField.NUM_COUPONS; final long offset = getHiFieldOffset(format, hiField); return mem.getInt(offset); }
java
static int getNumCoupons(final Memory mem) { final Format format = getFormat(mem); final HiField hiField = HiField.NUM_COUPONS; final long offset = getHiFieldOffset(format, hiField); return mem.getInt(offset); }
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PREAMBLE HI_FIELD GETS
[ "PREAMBLE", "HI_FIELD", "GETS" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java#L288-L293
55,011
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java
PreambleUtil.putEmptyMerged
static void putEmptyMerged(final WritableMemory wmem, final int lgK, final short seedHash) { final Format format = Format.EMPTY_MERGED; final byte preInts = getDefinedPreInts(format); final byte fiCol = (byte) 0; final byte flags = (byte) ((format.ordinal() << 2) | COMPRESSED_FLAG_MASK); ...
java
static void putEmptyMerged(final WritableMemory wmem, final int lgK, final short seedHash) { final Format format = Format.EMPTY_MERGED; final byte preInts = getDefinedPreInts(format); final byte fiCol = (byte) 0; final byte flags = (byte) ((format.ordinal() << 2) | COMPRESSED_FLAG_MASK); ...
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PUT INTO MEMORY
[ "PUT", "INTO", "MEMORY" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java#L380-L389
55,012
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java
PreambleUtil.checkLoPreamble
static void checkLoPreamble(final Memory mem) { rtAssertEquals(getSerVer(mem), SER_VER & 0XFF); final Format fmt = getFormat(mem); final int preIntsDef = getDefinedPreInts(fmt) & 0XFF; rtAssertEquals(getPreInts(mem), preIntsDef); final Family fam = getFamily(mem); rtAssert(fam == Family.CPC); ...
java
static void checkLoPreamble(final Memory mem) { rtAssertEquals(getSerVer(mem), SER_VER & 0XFF); final Format fmt = getFormat(mem); final int preIntsDef = getDefinedPreInts(fmt) & 0XFF; rtAssertEquals(getPreInts(mem), preIntsDef); final Family fam = getFamily(mem); rtAssert(fam == Family.CPC); ...
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basic checks of SerVer, Format, preInts, Family, fiCol, lgK.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PreambleUtil.java#L795-L806
55,013
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllHelper.java
KllHelper.validateValues
static final void validateValues(final float[] values) { for (int i = 0; i < values.length ; i++) { if (Float.isNaN(values[i])) { throw new SketchesArgumentException("Values must not be NaN"); } if ((i < (values.length - 1)) && (values[i] >= values[i + 1])) { throw new SketchesArgu...
java
static final void validateValues(final float[] values) { for (int i = 0; i < values.length ; i++) { if (Float.isNaN(values[i])) { throw new SketchesArgumentException("Values must not be NaN"); } if ((i < (values.length - 1)) && (values[i] >= values[i + 1])) { throw new SketchesArgu...
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Checks the sequential validity of the given array of float values. They must be unique, monotonically increasing and not NaN. @param values the given array of values
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllHelper.java#L45-L55
55,014
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/HeapCompactUnorderedSketch.java
HeapCompactUnorderedSketch.compact
static CompactSketch compact(final long[] cache, final boolean empty, final short seedHash, final int curCount, final long thetaLong) { if ((curCount == 1) && (thetaLong == Long.MAX_VALUE)) { return new SingleItemSketch(cache[0], seedHash); } return new HeapCompactUnorderedSketch(cache, empty, s...
java
static CompactSketch compact(final long[] cache, final boolean empty, final short seedHash, final int curCount, final long thetaLong) { if ((curCount == 1) && (thetaLong == Long.MAX_VALUE)) { return new SingleItemSketch(cache[0], seedHash); } return new HeapCompactUnorderedSketch(cache, empty, s...
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Constructs this sketch from correct, valid arguments. @param cache in compact form @param empty The correct <a href="{@docRoot}/resources/dictionary.html#empty">Empty</a>. @param seedHash The correct <a href="{@docRoot}/resources/dictionary.html#seedHash">Seed Hash</a>. @param curCount correct value @param thetaLong Th...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/HeapCompactUnorderedSketch.java#L106-L112
55,015
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DirectUpdateDoublesSketch.java
DirectUpdateDoublesSketch.newInstance
static DirectUpdateDoublesSketch newInstance(final int k, final WritableMemory dstMem) { // must be able to hold at least an empty sketch final long memCap = dstMem.getCapacity(); checkDirectMemCapacity(k, 0, memCap); //initialize dstMem dstMem.putLong(0, 0L); //clear pre0 insertPreLongs(dstMem...
java
static DirectUpdateDoublesSketch newInstance(final int k, final WritableMemory dstMem) { // must be able to hold at least an empty sketch final long memCap = dstMem.getCapacity(); checkDirectMemCapacity(k, 0, memCap); //initialize dstMem dstMem.putLong(0, 0L); //clear pre0 insertPreLongs(dstMem...
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Obtains a new Direct instance of a DoublesSketch, which may be off-heap. @param k Parameter that controls space usage of sketch and accuracy of estimates. Must be greater than 1 and less than 65536 and a power of 2. @param dstMem the destination Memory that will be initialized to hold the data for this sketch. It must...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DirectUpdateDoublesSketch.java#L59-L81
55,016
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DirectUpdateDoublesSketch.java
DirectUpdateDoublesSketch.growCombinedMemBuffer
private WritableMemory growCombinedMemBuffer(final int itemSpaceNeeded) { final long memBytes = mem_.getCapacity(); final int needBytes = (itemSpaceNeeded << 3) + COMBINED_BUFFER; //+ preamble + min & max assert needBytes > memBytes; memReqSvr = (memReqSvr == null) ? mem_.getMemoryRequestServer() : mem...
java
private WritableMemory growCombinedMemBuffer(final int itemSpaceNeeded) { final long memBytes = mem_.getCapacity(); final int needBytes = (itemSpaceNeeded << 3) + COMBINED_BUFFER; //+ preamble + min & max assert needBytes > memBytes; memReqSvr = (memReqSvr == null) ? mem_.getMemoryRequestServer() : mem...
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Direct supporting methods
[ "Direct", "supporting", "methods" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DirectUpdateDoublesSketch.java#L233-L247
55,017
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java
VarOptItemsSketch.newInstance
public static <T> VarOptItemsSketch<T> newInstance(final int k, final ResizeFactor rf) { return new VarOptItemsSketch<>(k, rf); }
java
public static <T> VarOptItemsSketch<T> newInstance(final int k, final ResizeFactor rf) { return new VarOptItemsSketch<>(k, rf); }
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Construct a varopt sampling sketch with up to k samples using the specified resize factor. @param k Maximum size of sampling. Allocated size may be smaller until sketch fills. Unlike many sketches in this package, this value does <em>not</em> need to be a power of 2. @param rf <a href="{@docRoot}/resources/dictiona...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java#L192-L194
55,018
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java
VarOptItemsSketch.newInstanceAsGadget
static <T> VarOptItemsSketch<T> newInstanceAsGadget(final int k) { final VarOptItemsSketch<T> sketch = new VarOptItemsSketch<>(k, DEFAULT_RESIZE_FACTOR); sketch.marks_ = new ArrayList<>(sketch.currItemsAlloc_); return sketch; }
java
static <T> VarOptItemsSketch<T> newInstanceAsGadget(final int k) { final VarOptItemsSketch<T> sketch = new VarOptItemsSketch<>(k, DEFAULT_RESIZE_FACTOR); sketch.marks_ = new ArrayList<>(sketch.currItemsAlloc_); return sketch; }
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Construct a varopt sketch for use as a unioning gadget, meaning the array of marked elements is also initialized. @param k Maximum size of sampling. Allocated size may be smaller until sketch fills. Unlike many sketches in this package, this value does <em>not</em> need to be a power of 2. @param <T> The type of obj...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java#L206-L210
55,019
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java
VarOptItemsSketch.copyAndSetN
VarOptItemsSketch<T> copyAndSetN(final boolean asSketch, final long adjustedN) { final VarOptItemsSketch<T> sketch; sketch = new VarOptItemsSketch<>(data_, weights_, k_,n_, currItemsAlloc_, rf_, h_, r_, totalWtR_); if (!asSketch) { sketch.marks_ = this.marks_; sketch.numMarksInH_ = ...
java
VarOptItemsSketch<T> copyAndSetN(final boolean asSketch, final long adjustedN) { final VarOptItemsSketch<T> sketch; sketch = new VarOptItemsSketch<>(data_, weights_, k_,n_, currItemsAlloc_, rf_, h_, r_, totalWtR_); if (!asSketch) { sketch.marks_ = this.marks_; sketch.numMarksInH_ = ...
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Creates a copy of the sketch, optionally discarding any information about marks that would indicate the class's use as a union gadget as opposed to a valid sketch. @param asSketch If true, copies as a sketch; if false, copies as a union gadget @param adjustedN Target value of n for the resulting sketch. Ignored if neg...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java#L682-L697
55,020
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java
VarOptItemsSketch.decreaseKBy1
void decreaseKBy1() { if (k_ <= 1) { throw new SketchesStateException("Cannot decrease k below 1 in union"); } if ((h_ == 0) && (r_ == 0)) { // exact mode, but no data yet; this reduction is somewhat gratuitous --k_; } else if ((h_ > 0) && (r_ == 0)) { // exact mode, but we have...
java
void decreaseKBy1() { if (k_ <= 1) { throw new SketchesStateException("Cannot decrease k below 1 in union"); } if ((h_ == 0) && (r_ == 0)) { // exact mode, but no data yet; this reduction is somewhat gratuitous --k_; } else if ((h_ > 0) && (r_ == 0)) { // exact mode, but we have...
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Decreases sketch's value of k by 1, updating stored values as needed. <p>Subject to certain pre-conditions, decreasing k causes tau to increase. This fact is used by the unioning algorithm to force "marked" items out of H and into the reservoir region.</p>
[ "Decreases", "sketch", "s", "value", "of", "k", "by", "1", "updating", "stored", "values", "as", "needed", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/VarOptItemsSketch.java#L841-L896
55,021
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/tuple/ArrayOfDoublesUpdatableSketchBuilder.java
ArrayOfDoublesUpdatableSketchBuilder.build
public ArrayOfDoublesUpdatableSketch build(final WritableMemory dstMem) { return new DirectArrayOfDoublesQuickSelectSketch(nomEntries_, resizeFactor_.lg(), samplingProbability_, numValues_, seed_, dstMem); }
java
public ArrayOfDoublesUpdatableSketch build(final WritableMemory dstMem) { return new DirectArrayOfDoublesQuickSelectSketch(nomEntries_, resizeFactor_.lg(), samplingProbability_, numValues_, seed_, dstMem); }
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Returns an ArrayOfDoublesUpdatableSketch with the current configuration of this Builder. @param dstMem instance of Memory to be used by the sketch @return an ArrayOfDoublesUpdatableSketch
[ "Returns", "an", "ArrayOfDoublesUpdatableSketch", "with", "the", "current", "configuration", "of", "this", "Builder", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/tuple/ArrayOfDoublesUpdatableSketchBuilder.java#L113-L116
55,022
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.bytesToInt
public static int bytesToInt(final byte[] arr) { int v = 0; for (int i = 0; i < 4; i++) { v |= (arr[i] & 0XFF) << (i * 8); } return v; }
java
public static int bytesToInt(final byte[] arr) { int v = 0; for (int i = 0; i < 4; i++) { v |= (arr[i] & 0XFF) << (i * 8); } return v; }
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Returns an int extracted from a Little-Endian byte array. @param arr the given byte array @return an int extracted from a Little-Endian byte array.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L113-L119
55,023
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.bytesToLong
public static long bytesToLong(final byte[] arr) { long v = 0; for (int i = 0; i < 8; i++) { v |= (arr[i] & 0XFFL) << (i * 8); } return v; }
java
public static long bytesToLong(final byte[] arr) { long v = 0; for (int i = 0; i < 8; i++) { v |= (arr[i] & 0XFFL) << (i * 8); } return v; }
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Returns a long extracted from a Little-Endian byte array. @param arr the given byte array @return a long extracted from a Little-Endian byte array.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L126-L132
55,024
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.intToBytes
public static byte[] intToBytes(int v, final byte[] arr) { for (int i = 0; i < 4; i++) { arr[i] = (byte) (v & 0XFF); v >>>= 8; } return arr; }
java
public static byte[] intToBytes(int v, final byte[] arr) { for (int i = 0; i < 4; i++) { arr[i] = (byte) (v & 0XFF); v >>>= 8; } return arr; }
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Returns a Little-Endian byte array extracted from the given int. @param v the given int @param arr a given array of 4 bytes that will be returned with the data @return a Little-Endian byte array extracted from the given int.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L140-L146
55,025
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.longToBytes
public static byte[] longToBytes(long v, final byte[] arr) { for (int i = 0; i < 8; i++) { arr[i] = (byte) (v & 0XFFL); v >>>= 8; } return arr; }
java
public static byte[] longToBytes(long v, final byte[] arr) { for (int i = 0; i < 8; i++) { arr[i] = (byte) (v & 0XFFL); v >>>= 8; } return arr; }
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Returns a Little-Endian byte array extracted from the given long. @param v the given long @param arr a given array of 8 bytes that will be returned with the data @return a Little-Endian byte array extracted from the given long.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L154-L160
55,026
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.longToHexBytes
public static String longToHexBytes(final long v) { final long mask = 0XFFL; final StringBuilder sb = new StringBuilder(); for (int i = 8; i-- > 0; ) { final String s = Long.toHexString((v >>> (i * 8)) & mask); sb.append(zeroPad(s, 2)).append(" "); } return sb.toString(); }
java
public static String longToHexBytes(final long v) { final long mask = 0XFFL; final StringBuilder sb = new StringBuilder(); for (int i = 8; i-- > 0; ) { final String s = Long.toHexString((v >>> (i * 8)) & mask); sb.append(zeroPad(s, 2)).append(" "); } return sb.toString(); }
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Returns a string of spaced hex bytes in Big-Endian order. @param v the given long @return string of spaced hex bytes in Big-Endian order.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L169-L177
55,027
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.bytesToString
public static String bytesToString( final byte[] arr, final boolean signed, final boolean littleEndian, final String sep) { final StringBuilder sb = new StringBuilder(); final int mask = (signed) ? 0XFFFFFFFF : 0XFF; final int arrLen = arr.length; if (littleEndian) { for (int i = 0; i < (arr...
java
public static String bytesToString( final byte[] arr, final boolean signed, final boolean littleEndian, final String sep) { final StringBuilder sb = new StringBuilder(); final int mask = (signed) ? 0XFFFFFFFF : 0XFF; final int arrLen = arr.length; if (littleEndian) { for (int i = 0; i < (arr...
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Returns a string view of a byte array @param arr the given byte array @param signed set true if you want the byte values signed. @param littleEndian set true if you want Little-Endian order @param sep the separator string between bytes @return a string view of a byte array
[ "Returns", "a", "string", "view", "of", "a", "byte", "array" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L187-L204
55,028
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.nanoSecToString
public static String nanoSecToString(final long nS) { final long rem_nS = (long)(nS % 1000.0); final long rem_uS = (long)((nS / 1000.0) % 1000.0); final long rem_mS = (long)((nS / 1000000.0) % 1000.0); final long sec = (long)(nS / 1000000000.0); final String nSstr = zeroPad(Long.toString(rem_nS),...
java
public static String nanoSecToString(final long nS) { final long rem_nS = (long)(nS % 1000.0); final long rem_uS = (long)((nS / 1000.0) % 1000.0); final long rem_mS = (long)((nS / 1000000.0) % 1000.0); final long sec = (long)(nS / 1000000000.0); final String nSstr = zeroPad(Long.toString(rem_nS),...
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Returns the given time in nanoseconds formatted as Sec.mSec uSec nSec @param nS the given nanoseconds @return the given time in nanoseconds formatted as Sec.mSec uSec nSec
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L211-L220
55,029
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.characterPad
public static final String characterPad(final String s, final int fieldLength, final char padChar, final boolean postpend) { final char[] chArr = s.toCharArray(); final int sLen = chArr.length; if (sLen < fieldLength) { final char[] out = new char[fieldLength]; final int blanks = fieldLeng...
java
public static final String characterPad(final String s, final int fieldLength, final char padChar, final boolean postpend) { final char[] chArr = s.toCharArray(); final int sLen = chArr.length; if (sLen < fieldLength) { final char[] out = new char[fieldLength]; final int blanks = fieldLeng...
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Prepend or postpend the given string with the given character to fill the given field length. If the given string is equal or greater than the given field length, it will be returned without modification. @param s the given string @param fieldLength the desired field length @param padChar the desired pad character @par...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L260-L287
55,030
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.computeSeedHash
public static short computeSeedHash(final long seed) { final long[] seedArr = {seed}; final short seedHash = (short)((hash(seedArr, 0L)[0]) & 0xFFFFL); if (seedHash == 0) { throw new SketchesArgumentException( "The given seed: " + seed + " produced a seedHash of zero. " + "You ...
java
public static short computeSeedHash(final long seed) { final long[] seedArr = {seed}; final short seedHash = (short)((hash(seedArr, 0L)[0]) & 0xFFFFL); if (seedHash == 0) { throw new SketchesArgumentException( "The given seed: " + seed + " produced a seedHash of zero. " + "You ...
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Computes and checks the 16-bit seed hash from the given long seed. The seed hash may not be zero in order to maintain compatibility with older serialized versions that did not have this concept. @param seed <a href="{@docRoot}/resources/dictionary.html#seed">See Update Hash Seed</a> @return the seed hash.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L312-L321
55,031
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.checkIfMultipleOf8AndGT0
public static void checkIfMultipleOf8AndGT0(final long v, final String argName) { if (((v & 0X7L) == 0L) && (v > 0L)) { return; } throw new SketchesArgumentException("The value of the parameter \"" + argName + "\" must be a positive multiple of 8 and greater than zero: " + v); }
java
public static void checkIfMultipleOf8AndGT0(final long v, final String argName) { if (((v & 0X7L) == 0L) && (v > 0L)) { return; } throw new SketchesArgumentException("The value of the parameter \"" + argName + "\" must be a positive multiple of 8 and greater than zero: " + v); }
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Checks if parameter v is a multiple of 8 and greater than zero. @param v The parameter to check @param argName This name will be part of the error message if the check fails.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L330-L336
55,032
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.checkIfPowerOf2
public static void checkIfPowerOf2(final int v, final String argName) { if ((v > 0) && ((v & (v - 1)) == 0)) { return; } throw new SketchesArgumentException("The value of the parameter \"" + argName + "\" must be a positive integer-power of 2" + " and greater than 0: " + v); }
java
public static void checkIfPowerOf2(final int v, final String argName) { if ((v > 0) && ((v & (v - 1)) == 0)) { return; } throw new SketchesArgumentException("The value of the parameter \"" + argName + "\" must be a positive integer-power of 2" + " and greater than 0: " + v); }
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Checks the given parameter to make sure it is positive, an integer-power of 2 and greater than zero. @param v The input argument. @param argName Used in the thrown exception.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L366-L372
55,033
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.toLog2
public static int toLog2(final int value, final String argName) { checkIfPowerOf2(value, argName); return Integer.numberOfTrailingZeros(value); }
java
public static int toLog2(final int value, final String argName) { checkIfPowerOf2(value, argName); return Integer.numberOfTrailingZeros(value); }
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Checks the given value if it is a power of 2. If not, it throws an exception. Otherwise, returns the log-base2 of the given value. @param value must be a power of 2 and greater than zero. @param argName the argument name used in the exception if thrown. @return the log-base2 of the given value
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L381-L384
55,034
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.evenlyLgSpaced
public static int[] evenlyLgSpaced(final int lgStart, final int lgEnd, final int points) { if (points <= 0) { throw new SketchesArgumentException("points must be > 0"); } if ((lgEnd < 0) || (lgStart < 0)) { throw new SketchesArgumentException("lgStart and lgEnd must be >= 0."); } final i...
java
public static int[] evenlyLgSpaced(final int lgStart, final int lgEnd, final int points) { if (points <= 0) { throw new SketchesArgumentException("points must be > 0"); } if ((lgEnd < 0) || (lgStart < 0)) { throw new SketchesArgumentException("lgStart and lgEnd must be >= 0."); } final i...
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Returns an int array of points that will be evenly spaced on a log axis. This is designed for Log_base2 numbers. @param lgStart the Log_base2 of the starting value. E.g., for 1 lgStart = 0. @param lgEnd the Log_base2 of the ending value. E.g. for 1024 lgEnd = 10. @param points the total number of points including the s...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L447-L463
55,035
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.simpleIntLog2
public static int simpleIntLog2(final int x) { final int exp = Integer.numberOfTrailingZeros(x); if (x != (1 << exp)) { throw new SketchesArgumentException("Argument x cannot be negative or zero."); } return exp; }
java
public static int simpleIntLog2(final int x) { final int exp = Integer.numberOfTrailingZeros(x); if (x != (1 << exp)) { throw new SketchesArgumentException("Argument x cannot be negative or zero."); } return exp; }
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Gives the log2 of an integer that is known to be a power of 2. @param x number that is greater than zero @return the log2 of an integer that is known to be a power of 2.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L544-L550
55,036
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/Util.java
Util.startingSubMultiple
public static final int startingSubMultiple(final int lgTarget, final ResizeFactor rf, final int lgMin) { final int lgRF = rf.lg(); return (lgTarget <= lgMin) ? lgMin : (lgRF == 0) ? lgTarget : ((lgTarget - lgMin) % lgRF) + lgMin; }
java
public static final int startingSubMultiple(final int lgTarget, final ResizeFactor rf, final int lgMin) { final int lgRF = rf.lg(); return (lgTarget <= lgMin) ? lgMin : (lgRF == 0) ? lgTarget : ((lgTarget - lgMin) % lgRF) + lgMin; }
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Gets the smallest allowed exponent of 2 that it is a sub-multiple of the target by zero, one or more resize factors. @param lgTarget Log2 of the target size @param rf <a href="{@docRoot}/resources/dictionary.html#resizeFactor">See Resize Factor</a> @param lgMin Log2 of the minimum allowed starting size @return The Log...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/Util.java#L561-L565
55,037
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/UpdateSketch.java
UpdateSketch.heapify
public static UpdateSketch heapify(final Memory srcMem, final long seed) { final Family family = Family.idToFamily(srcMem.getByte(FAMILY_BYTE)); if (family.equals(Family.ALPHA)) { return HeapAlphaSketch.heapifyInstance(srcMem, seed); } return HeapQuickSelectSketch.heapifyInstance(srcMem, seed); ...
java
public static UpdateSketch heapify(final Memory srcMem, final long seed) { final Family family = Family.idToFamily(srcMem.getByte(FAMILY_BYTE)); if (family.equals(Family.ALPHA)) { return HeapAlphaSketch.heapifyInstance(srcMem, seed); } return HeapQuickSelectSketch.heapifyInstance(srcMem, seed); ...
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Instantiates an on-heap UpdateSketch from Memory. @param srcMem <a href="{@docRoot}/resources/dictionary.html#mem">See Memory</a> @param seed <a href="{@docRoot}/resources/dictionary.html#seed">See Update Hash Seed</a>. @return an UpdateSketch
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/UpdateSketch.java#L107-L113
55,038
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/UpdateSketch.java
UpdateSketch.update
public UpdateReturnState update(final String datum) { if ((datum == null) || datum.isEmpty()) { return RejectedNullOrEmpty; } final byte[] data = datum.getBytes(UTF_8); return hashUpdate(hash(data, getSeed())[0] >>> 1); }
java
public UpdateReturnState update(final String datum) { if ((datum == null) || datum.isEmpty()) { return RejectedNullOrEmpty; } final byte[] data = datum.getBytes(UTF_8); return hashUpdate(hash(data, getSeed())[0] >>> 1); }
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Present this sketch with the given String. The string is converted to a byte array using UTF8 encoding. If the string is null or empty no update attempt is made and the method returns. <p>Note: this will not produce the same output hash values as the {@link #update(char[])} method and will generally be a little slower...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/UpdateSketch.java#L229-L235
55,039
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/UpdateSketch.java
UpdateSketch.update
public UpdateReturnState update(final byte[] data) { if ((data == null) || (data.length == 0)) { return RejectedNullOrEmpty; } return hashUpdate(hash(data, getSeed())[0] >>> 1); }
java
public UpdateReturnState update(final byte[] data) { if ((data == null) || (data.length == 0)) { return RejectedNullOrEmpty; } return hashUpdate(hash(data, getSeed())[0] >>> 1); }
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Present this sketch with the given byte array. If the byte array is null or empty no update attempt is made and the method returns. @param data The given byte array. @return <a href="{@docRoot}/resources/dictionary.html#updateReturnState">See Update Return State</a>
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/UpdateSketch.java#L245-L250
55,040
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java
DoublesSketch.heapify
public static DoublesSketch heapify(final Memory srcMem) { if (checkIsCompactMemory(srcMem)) { return CompactDoublesSketch.heapify(srcMem); } return UpdateDoublesSketch.heapify(srcMem); }
java
public static DoublesSketch heapify(final Memory srcMem) { if (checkIsCompactMemory(srcMem)) { return CompactDoublesSketch.heapify(srcMem); } return UpdateDoublesSketch.heapify(srcMem); }
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Heapify takes the sketch image in Memory and instantiates an on-heap Sketch. The resulting sketch will not retain any link to the source Memory. @param srcMem a Memory image of a Sketch. <a href="{@docRoot}/resources/dictionary.html#mem">See Memory</a> @return a heap-based Sketch based on the given Memory
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java#L167-L172
55,041
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java
DoublesSketch.wrap
public static DoublesSketch wrap(final Memory srcMem) { if (checkIsCompactMemory(srcMem)) { return DirectCompactDoublesSketch.wrapInstance(srcMem); } return DirectUpdateDoublesSketchR.wrapInstance(srcMem); }
java
public static DoublesSketch wrap(final Memory srcMem) { if (checkIsCompactMemory(srcMem)) { return DirectCompactDoublesSketch.wrapInstance(srcMem); } return DirectUpdateDoublesSketchR.wrapInstance(srcMem); }
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Wrap this sketch around the given Memory image of a DoublesSketch, compact or non-compact. @param srcMem the given Memory image of a DoublesSketch that may have data, @return a sketch that wraps the given srcMem
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java#L180-L185
55,042
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java
DoublesSketch.downSample
public DoublesSketch downSample(final DoublesSketch srcSketch, final int smallerK, final WritableMemory dstMem) { return downSampleInternal(srcSketch, smallerK, dstMem); }
java
public DoublesSketch downSample(final DoublesSketch srcSketch, final int smallerK, final WritableMemory dstMem) { return downSampleInternal(srcSketch, smallerK, dstMem); }
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From an source sketch, create a new sketch that must have a smaller value of K. The original sketch is not modified. @param srcSketch the sourcing sketch @param smallerK the new sketch's value of K that must be smaller than this value of K. It is required that this.getK() = smallerK * 2^(nonnegative integer). @param d...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java#L601-L604
55,043
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java
DoublesSketch.putMemory
public void putMemory(final WritableMemory dstMem, final boolean compact) { if (isDirect() && (isCompact() == compact)) { final Memory srcMem = getMemory(); srcMem.copyTo(0, dstMem, 0, getStorageBytes()); } else { final byte[] byteArr = toByteArray(compact); final int arrLen = byteArr.le...
java
public void putMemory(final WritableMemory dstMem, final boolean compact) { if (isDirect() && (isCompact() == compact)) { final Memory srcMem = getMemory(); srcMem.copyTo(0, dstMem, 0, getStorageBytes()); } else { final byte[] byteArr = toByteArray(compact); final int arrLen = byteArr.le...
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Puts the current sketch into the given Memory if there is sufficient space, otherwise, throws an error. @param dstMem the given memory. @param compact if true, compacts and sorts the base buffer, which optimizes merge performance at the cost of slightly increased serialization time.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DoublesSketch.java#L693-L707
55,044
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/QuantilesHelper.java
QuantilesHelper.convertToPrecedingCummulative
public static long convertToPrecedingCummulative(final long[] array) { long subtotal = 0; for (int i = 0; i < array.length; i++) { final long newSubtotal = subtotal + array[i]; array[i] = subtotal; subtotal = newSubtotal; } return subtotal; }
java
public static long convertToPrecedingCummulative(final long[] array) { long subtotal = 0; for (int i = 0; i < array.length; i++) { final long newSubtotal = subtotal + array[i]; array[i] = subtotal; subtotal = newSubtotal; } return subtotal; }
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Convert the weights into totals of the weights preceding each item @param array of weights @return total weight
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/QuantilesHelper.java#L18-L26
55,045
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/QuantilesHelper.java
QuantilesHelper.chunkContainingPos
public static int chunkContainingPos(final long[] arr, final long pos) { final int nominalLength = arr.length - 1; /* remember, arr contains an "extra" position */ assert nominalLength > 0; final long n = arr[nominalLength]; assert 0 <= pos; assert pos < n; final int l = 0; final int r = nom...
java
public static int chunkContainingPos(final long[] arr, final long pos) { final int nominalLength = arr.length - 1; /* remember, arr contains an "extra" position */ assert nominalLength > 0; final long n = arr[nominalLength]; assert 0 <= pos; assert pos < n; final int l = 0; final int r = nom...
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This is written in terms of a plain array to facilitate testing. @param arr the chunk containing the position @param pos the position @return the index of the chunk containing the position
[ "This", "is", "written", "in", "terms", "of", "a", "plain", "array", "to", "facilitate", "testing", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/QuantilesHelper.java#L46-L60
55,046
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/tuple/AnotB.java
AnotB.getResult
public CompactSketch<S> getResult() { if (count_ == 0) { return new CompactSketch<S>(null, null, theta_, isEmpty_); } final CompactSketch<S> result = new CompactSketch<S>(Arrays.copyOfRange(keys_, 0, count_), Arrays.copyOfRange(summaries_, 0, count_), theta_, isEmpty_); reset()...
java
public CompactSketch<S> getResult() { if (count_ == 0) { return new CompactSketch<S>(null, null, theta_, isEmpty_); } final CompactSketch<S> result = new CompactSketch<S>(Arrays.copyOfRange(keys_, 0, count_), Arrays.copyOfRange(summaries_, 0, count_), theta_, isEmpty_); reset()...
[ "public", "CompactSketch", "<", "S", ">", "getResult", "(", ")", "{", "if", "(", "count_", "==", "0", ")", "{", "return", "new", "CompactSketch", "<", "S", ">", "(", "null", ",", "null", ",", "theta_", ",", "isEmpty_", ")", ";", "}", "final", "Comp...
Gets the result of this operation @return the result of this operation as a CompactSketch
[ "Gets", "the", "result", "of", "this", "operation" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/tuple/AnotB.java#L74-L83
55,047
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsUtil.java
ItemsUtil.validateValues
static final <T> void validateValues(final T[] values, final Comparator<? super T> comparator) { final int lenM1 = values.length - 1; for (int j = 0; j < lenM1; j++) { if ((values[j] != null) && (values[j + 1] != null) && (comparator.compare(values[j], values[j + 1]) < 0)) { continue; ...
java
static final <T> void validateValues(final T[] values, final Comparator<? super T> comparator) { final int lenM1 = values.length - 1; for (int j = 0; j < lenM1; j++) { if ((values[j] != null) && (values[j + 1] != null) && (comparator.compare(values[j], values[j + 1]) < 0)) { continue; ...
[ "static", "final", "<", "T", ">", "void", "validateValues", "(", "final", "T", "[", "]", "values", ",", "final", "Comparator", "<", "?", "super", "T", ">", "comparator", ")", "{", "final", "int", "lenM1", "=", "values", ".", "length", "-", "1", ";", ...
Checks the sequential validity of the given array of values. They must be unique, monotonically increasing and not null. @param <T> the data type @param values given array of values @param comparator the comparator for data type T
[ "Checks", "the", "sequential", "validity", "of", "the", "given", "array", "of", "values", ".", "They", "must", "be", "unique", "monotonically", "increasing", "and", "not", "null", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsUtil.java#L49-L59
55,048
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PairTable.java
PairTable.rebuild
PairTable rebuild(final int newLgSizeInts) { checkLgSizeInts(newLgSizeInts); final int newSize = 1 << newLgSizeInts; final int oldSize = 1 << lgSizeInts; rtAssert(newSize > numPairs); final int[] oldSlotsArr = slotsArr; slotsArr = new int[newSize]; Arrays.fill(slotsArr, -1); lgSizeInts =...
java
PairTable rebuild(final int newLgSizeInts) { checkLgSizeInts(newLgSizeInts); final int newSize = 1 << newLgSizeInts; final int oldSize = 1 << lgSizeInts; rtAssert(newSize > numPairs); final int[] oldSlotsArr = slotsArr; slotsArr = new int[newSize]; Arrays.fill(slotsArr, -1); lgSizeInts =...
[ "PairTable", "rebuild", "(", "final", "int", "newLgSizeInts", ")", "{", "checkLgSizeInts", "(", "newLgSizeInts", ")", ";", "final", "int", "newSize", "=", "1", "<<", "newLgSizeInts", ";", "final", "int", "oldSize", "=", "1", "<<", "lgSizeInts", ";", "rtAsser...
Rebuilds to a larger size. NumItems and validBits remain unchanged. @param newLgSizeInts the new size @return a larger PairTable
[ "Rebuilds", "to", "a", "larger", "size", ".", "NumItems", "and", "validBits", "remain", "unchanged", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PairTable.java#L99-L113
55,049
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PairTable.java
PairTable.unwrappingGetItems
static int[] unwrappingGetItems(final PairTable table, final int numPairs) { if (numPairs < 1) { return null; } final int[] slotsArr = table.slotsArr; final int tableSize = 1 << table.lgSizeInts; final int[] result = new int[numPairs]; int i = 0; int l = 0; int r = numPairs - 1; // Spec...
java
static int[] unwrappingGetItems(final PairTable table, final int numPairs) { if (numPairs < 1) { return null; } final int[] slotsArr = table.slotsArr; final int tableSize = 1 << table.lgSizeInts; final int[] result = new int[numPairs]; int i = 0; int l = 0; int r = numPairs - 1; // Spec...
[ "static", "int", "[", "]", "unwrappingGetItems", "(", "final", "PairTable", "table", ",", "final", "int", "numPairs", ")", "{", "if", "(", "numPairs", "<", "1", ")", "{", "return", "null", ";", "}", "final", "int", "[", "]", "slotsArr", "=", "table", ...
While extracting the items from a linear probing hashtable, this will usually undo the wrap-around provided that the table isn't too full. Experiments suggest that for sufficiently large tables the load factor would have to be over 90 percent before this would fail frequently, and even then the subsequent sort would fi...
[ "While", "extracting", "the", "items", "from", "a", "linear", "probing", "hashtable", "this", "will", "usually", "undo", "the", "wrap", "-", "around", "provided", "that", "the", "table", "isn", "t", "too", "full", ".", "Experiments", "suggest", "that", "for"...
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PairTable.java#L222-L246
55,050
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/PairTable.java
PairTable.introspectiveInsertionSort
static void introspectiveInsertionSort(final int[] a, final int l, final int r) { final int length = (r - l) + 1; long cost = 0; final long costLimit = 8L * length; for (int i = l + 1; i <= r; i++) { int j = i; final long v = a[i] & 0XFFFF_FFFFL; //v must be long while ((j >= (l + 1)) ...
java
static void introspectiveInsertionSort(final int[] a, final int l, final int r) { final int length = (r - l) + 1; long cost = 0; final long costLimit = 8L * length; for (int i = l + 1; i <= r; i++) { int j = i; final long v = a[i] & 0XFFFF_FFFFL; //v must be long while ((j >= (l + 1)) ...
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In applications where the input array is already nearly sorted, insertion sort runs in linear time with a very small constant. This introspective version of insertion sort protects against the quadratic cost of sorting bad input arrays. It keeps track of how much work has been done, and if that exceeds a constant times...
[ "In", "applications", "where", "the", "input", "array", "is", "already", "nearly", "sorted", "insertion", "sort", "runs", "in", "linear", "time", "with", "a", "very", "small", "constant", ".", "This", "introspective", "version", "of", "insertion", "sort", "pro...
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/PairTable.java#L259-L298
55,051
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java
UniqueCountMap.update
public double update(final byte[] key, final byte[] identifier) { if (key == null) { return Double.NaN; } checkMethodKeySize(key); if (identifier == null) { return getEstimate(key); } final short coupon = (short) Map.coupon16(identifier); final int baseMapIndex = maps_[0].findOrInsertKey(key); ...
java
public double update(final byte[] key, final byte[] identifier) { if (key == null) { return Double.NaN; } checkMethodKeySize(key); if (identifier == null) { return getEstimate(key); } final short coupon = (short) Map.coupon16(identifier); final int baseMapIndex = maps_[0].findOrInsertKey(key); ...
[ "public", "double", "update", "(", "final", "byte", "[", "]", "key", ",", "final", "byte", "[", "]", "identifier", ")", "{", "if", "(", "key", "==", "null", ")", "{", "return", "Double", ".", "NaN", ";", "}", "checkMethodKeySize", "(", "key", ")", ...
Updates the map with a given key and identifier and returns the estimate of the number of unique identifiers encountered so far for the given key. @param key the given key @param identifier the given identifier for unique counting associated with the key @return the estimate of the number of unique identifiers encounte...
[ "Updates", "the", "map", "with", "a", "given", "key", "and", "identifier", "and", "returns", "the", "estimate", "of", "the", "number", "of", "unique", "identifiers", "encountered", "so", "far", "for", "the", "given", "key", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java#L111-L130
55,052
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java
UniqueCountMap.getEstimate
public double getEstimate(final byte[] key) { if (key == null) { return Double.NaN; } checkMethodKeySize(key); final double est = maps_[0].getEstimate(key); if (est >= 0.0) { return est; } //key has been promoted final int level = -(int)est; final Map map = maps_[level]; return map.getEs...
java
public double getEstimate(final byte[] key) { if (key == null) { return Double.NaN; } checkMethodKeySize(key); final double est = maps_[0].getEstimate(key); if (est >= 0.0) { return est; } //key has been promoted final int level = -(int)est; final Map map = maps_[level]; return map.getEs...
[ "public", "double", "getEstimate", "(", "final", "byte", "[", "]", "key", ")", "{", "if", "(", "key", "==", "null", ")", "{", "return", "Double", ".", "NaN", ";", "}", "checkMethodKeySize", "(", "key", ")", ";", "final", "double", "est", "=", "maps_"...
Retrieves the current estimate of unique count for a given key. @param key given key @return estimate of unique count so far
[ "Retrieves", "the", "current", "estimate", "of", "unique", "count", "for", "a", "given", "key", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java#L137-L146
55,053
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java
UniqueCountMap.getMemoryUsageBytes
public long getMemoryUsageBytes() { long total = 0; for (int i = 0; i < maps_.length; i++) { if (maps_[i] != null) { total += maps_[i].getMemoryUsageBytes(); } } return total; }
java
public long getMemoryUsageBytes() { long total = 0; for (int i = 0; i < maps_.length; i++) { if (maps_[i] != null) { total += maps_[i].getMemoryUsageBytes(); } } return total; }
[ "public", "long", "getMemoryUsageBytes", "(", ")", "{", "long", "total", "=", "0", ";", "for", "(", "int", "i", "=", "0", ";", "i", "<", "maps_", ".", "length", ";", "i", "++", ")", "{", "if", "(", "maps_", "[", "i", "]", "!=", "null", ")", "...
Returns total bytes used by all internal maps @return total bytes used by all internal maps
[ "Returns", "total", "bytes", "used", "by", "all", "internal", "maps" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java#L196-L204
55,054
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java
UniqueCountMap.getKeyMemoryUsageBytes
public long getKeyMemoryUsageBytes() { long total = 0; for (int i = 0; i < maps_.length; i++) { if (maps_[i] != null) { total += (long) (maps_[i].getActiveEntries()) * keySizeBytes_; } } return total; }
java
public long getKeyMemoryUsageBytes() { long total = 0; for (int i = 0; i < maps_.length; i++) { if (maps_[i] != null) { total += (long) (maps_[i].getActiveEntries()) * keySizeBytes_; } } return total; }
[ "public", "long", "getKeyMemoryUsageBytes", "(", ")", "{", "long", "total", "=", "0", ";", "for", "(", "int", "i", "=", "0", ";", "i", "<", "maps_", ".", "length", ";", "i", "++", ")", "{", "if", "(", "maps_", "[", "i", "]", "!=", "null", ")", ...
Returns total bytes used for key storage @return total bytes used for key storage
[ "Returns", "total", "bytes", "used", "for", "key", "storage" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java#L210-L218
55,055
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java
UniqueCountMap.getActiveMaps
int getActiveMaps() { int levels = 0; final int iMapsLen = maps_.length; for (int i = 0; i < iMapsLen; i++) { if (maps_[i] != null) { levels++; } } return levels; }
java
int getActiveMaps() { int levels = 0; final int iMapsLen = maps_.length; for (int i = 0; i < iMapsLen; i++) { if (maps_[i] != null) { levels++; } } return levels; }
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Returns the number of active internal maps so far. Only the base map is initialized in the constructor, so this method would return 1. As more keys are promoted up to higher level maps, the return value would grow until the last level HLL map is allocated. @return the number of active levels so far
[ "Returns", "the", "number", "of", "active", "internal", "maps", "so", "far", ".", "Only", "the", "base", "map", "is", "initialized", "in", "the", "constructor", "so", "this", "method", "would", "return", "1", ".", "As", "more", "keys", "are", "promoted", ...
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hllmap/UniqueCountMap.java#L235-L242
55,056
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/ConcurrentHeapThetaBuffer.java
ConcurrentHeapThetaBuffer.propagateToSharedSketch
private boolean propagateToSharedSketch(final long hash) { //noinspection StatementWithEmptyBody while (localPropagationInProgress.get()) { } //busy wait until previous propagation completed localPropagationInProgress.set(true); final boolean res = shared.propagate(localPropagationInProgress, null, ...
java
private boolean propagateToSharedSketch(final long hash) { //noinspection StatementWithEmptyBody while (localPropagationInProgress.get()) { } //busy wait until previous propagation completed localPropagationInProgress.set(true); final boolean res = shared.propagate(localPropagationInProgress, null, ...
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Propagates a single hash value to the shared sketch @param hash to be propagated
[ "Propagates", "a", "single", "hash", "value", "to", "the", "shared", "sketch" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/ConcurrentHeapThetaBuffer.java#L162-L171
55,057
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/ConcurrentHeapThetaBuffer.java
ConcurrentHeapThetaBuffer.propagateToSharedSketch
private void propagateToSharedSketch() { //noinspection StatementWithEmptyBody while (localPropagationInProgress.get()) { } //busy wait until previous propagation completed final CompactSketch compactSketch = compact(propagateOrderedCompact, null); localPropagationInProgress.set(true); shared.p...
java
private void propagateToSharedSketch() { //noinspection StatementWithEmptyBody while (localPropagationInProgress.get()) { } //busy wait until previous propagation completed final CompactSketch compactSketch = compact(propagateOrderedCompact, null); localPropagationInProgress.set(true); shared.p...
[ "private", "void", "propagateToSharedSketch", "(", ")", "{", "//noinspection StatementWithEmptyBody", "while", "(", "localPropagationInProgress", ".", "get", "(", ")", ")", "{", "}", "//busy wait until previous propagation completed", "final", "CompactSketch", "compactSketch"...
Propagates the content of the buffer as a sketch to the shared sketch
[ "Propagates", "the", "content", "of", "the", "buffer", "as", "a", "sketch", "to", "the", "shared", "sketch" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/ConcurrentHeapThetaBuffer.java#L176-L187
55,058
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/DoublesSketchAccessor.java
DoublesSketchAccessor.countValidLevelsBelow
private int countValidLevelsBelow(final int tgtLvl) { int count = 0; long bitPattern = ds_.getBitPattern(); for (int i = 0; (i < tgtLvl) && (bitPattern > 0); ++i, bitPattern >>>= 1) { if ((bitPattern & 1L) > 0L) { ++count; } } return count; // shorter implementation, testing...
java
private int countValidLevelsBelow(final int tgtLvl) { int count = 0; long bitPattern = ds_.getBitPattern(); for (int i = 0; (i < tgtLvl) && (bitPattern > 0); ++i, bitPattern >>>= 1) { if ((bitPattern & 1L) > 0L) { ++count; } } return count; // shorter implementation, testing...
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Counts number of full levels in the sketch below tgtLvl. Useful for computing the level offset in a compact sketch. @param tgtLvl Target level in the sketch @return Number of full levels in the sketch below tgtLvl
[ "Counts", "number", "of", "full", "levels", "in", "the", "sketch", "below", "tgtLvl", ".", "Useful", "for", "computing", "the", "level", "offset", "in", "a", "compact", "sketch", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/DoublesSketchAccessor.java#L118-L131
55,059
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.checkFamilyID
static void checkFamilyID(final int familyID) { final Family family = Family.idToFamily(familyID); if (!family.equals(Family.QUANTILES)) { throw new SketchesArgumentException( "Possible corruption: Invalid Family: " + family.toString()); } }
java
static void checkFamilyID(final int familyID) { final Family family = Family.idToFamily(familyID); if (!family.equals(Family.QUANTILES)) { throw new SketchesArgumentException( "Possible corruption: Invalid Family: " + family.toString()); } }
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Checks the validity of the given family ID @param familyID the given family ID
[ "Checks", "the", "validity", "of", "the", "given", "family", "ID" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L225-L231
55,060
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.checkPreLongsFlagsCap
static boolean checkPreLongsFlagsCap(final int preambleLongs, final int flags, final long memCapBytes) { final boolean empty = (flags & EMPTY_FLAG_MASK) > 0; //Preamble flags empty state final int minPre = Family.QUANTILES.getMinPreLongs(); //1 final int maxPre = Family.QUANTILES.getMaxPreLongs(); //2 f...
java
static boolean checkPreLongsFlagsCap(final int preambleLongs, final int flags, final long memCapBytes) { final boolean empty = (flags & EMPTY_FLAG_MASK) > 0; //Preamble flags empty state final int minPre = Family.QUANTILES.getMinPreLongs(); //1 final int maxPre = Family.QUANTILES.getMaxPreLongs(); //2 f...
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Checks the consistency of the flag bits and the state of preambleLong and the memory capacity and returns the empty state. @param preambleLongs the size of preamble in longs @param flags the flags field @param memCapBytes the memory capacity @return the value of the empty state
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L241-L256
55,061
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.checkHeapFlags
static void checkHeapFlags(final int flags) { //only used by checkPreLongsFlagsCap and test final int allowedFlags = READ_ONLY_FLAG_MASK | EMPTY_FLAG_MASK | COMPACT_FLAG_MASK | ORDERED_FLAG_MASK; final int flagsMask = ~allowedFlags; if ((flags & flagsMask) > 0) { throw new SketchesArgumentExc...
java
static void checkHeapFlags(final int flags) { //only used by checkPreLongsFlagsCap and test final int allowedFlags = READ_ONLY_FLAG_MASK | EMPTY_FLAG_MASK | COMPACT_FLAG_MASK | ORDERED_FLAG_MASK; final int flagsMask = ~allowedFlags; if ((flags & flagsMask) > 0) { throw new SketchesArgumentExc...
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Checks just the flags field of the preamble. Allowed flags are Read Only, Empty, Compact, and ordered. @param flags the flags field
[ "Checks", "just", "the", "flags", "field", "of", "the", "preamble", ".", "Allowed", "flags", "are", "Read", "Only", "Empty", "Compact", "and", "ordered", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L263-L271
55,062
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.checkIsCompactMemory
static boolean checkIsCompactMemory(final Memory srcMem) { // only reading so downcast is ok final int flags = extractFlags(srcMem); final int compactFlags = READ_ONLY_FLAG_MASK | COMPACT_FLAG_MASK; return (flags & compactFlags) > 0; }
java
static boolean checkIsCompactMemory(final Memory srcMem) { // only reading so downcast is ok final int flags = extractFlags(srcMem); final int compactFlags = READ_ONLY_FLAG_MASK | COMPACT_FLAG_MASK; return (flags & compactFlags) > 0; }
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Checks just the flags field of an input Memory object. Returns true for a compact sketch, false for an update sketch. Does not perform additional checks, including sketch family. @param srcMem the source Memory containing a sketch @return true if flags indicate a compact sketch, otherwise false
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L280-L285
55,063
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.checkSplitPointsOrder
static final void checkSplitPointsOrder(final double[] values) { if (values == null) { throw new SketchesArgumentException("Values cannot be null."); } final int lenM1 = values.length - 1; for (int j = 0; j < lenM1; j++) { if (values[j] < values[j + 1]) { continue; } throw new Sketches...
java
static final void checkSplitPointsOrder(final double[] values) { if (values == null) { throw new SketchesArgumentException("Values cannot be null."); } final int lenM1 = values.length - 1; for (int j = 0; j < lenM1; j++) { if (values[j] < values[j + 1]) { continue; } throw new Sketches...
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Checks the sequential validity of the given array of double values. They must be unique, monotonically increasing and not NaN. @param values the given array of double values
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L292-L302
55,064
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/Util.java
Util.computeRetainedItems
static int computeRetainedItems(final int k, final long n) { final int bbCnt = computeBaseBufferItems(k, n); final long bitPattern = computeBitPattern(k, n); final int validLevels = computeValidLevels(bitPattern); return bbCnt + (validLevels * k); }
java
static int computeRetainedItems(final int k, final long n) { final int bbCnt = computeBaseBufferItems(k, n); final long bitPattern = computeBitPattern(k, n); final int validLevels = computeValidLevels(bitPattern); return bbCnt + (validLevels * k); }
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Returns the number of retained valid items in the sketch given k and n. @param k the given configured k of the sketch @param n the current number of items seen by the sketch @return the number of retained items in the sketch given k and n.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/Util.java#L321-L326
55,065
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/CpcCompression.java
CpcCompression.lowLevelCompressBytes
static int lowLevelCompressBytes( final byte[] byteArray, // input final int numBytesToEncode, // input, must be an int final short[] encodingTable, // input final int[] compressedWords) { // output int nextWordIndex = 0; long bitBuf = 0; // bits are packed into thi...
java
static int lowLevelCompressBytes( final byte[] byteArray, // input final int numBytesToEncode, // input, must be an int final short[] encodingTable, // input final int[] compressedWords) { // output int nextWordIndex = 0; long bitBuf = 0; // bits are packed into thi...
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It is the caller's responsibility to ensure that the compressedWords array is long enough.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/CpcCompression.java#L137-L177
55,066
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/CpcCompression.java
CpcCompression.uncompressTheSurprisingValues
private static int[] uncompressTheSurprisingValues(final CompressedState source) { final int srcK = 1 << source.lgK; final int numPairs = source.numCsv; assert numPairs > 0; final int[] pairs = new int[numPairs]; final int numBaseBits = CpcCompression.golombChooseNumberOfBaseBits(srcK + numPairs, nu...
java
private static int[] uncompressTheSurprisingValues(final CompressedState source) { final int srcK = 1 << source.lgK; final int numPairs = source.numCsv; assert numPairs > 0; final int[] pairs = new int[numPairs]; final int numBaseBits = CpcCompression.golombChooseNumberOfBaseBits(srcK + numPairs, nu...
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the length of this array is known to the source sketch.
[ "the", "length", "of", "this", "array", "is", "known", "to", "the", "source", "sketch", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/CpcCompression.java#L510-L518
55,067
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/CpcCompression.java
CpcCompression.trickyGetPairsFromWindow
private static int[] trickyGetPairsFromWindow(final byte[] window, final int k, final int numPairsToGet, final int emptySpace) { final int outputLength = emptySpace + numPairsToGet; final int[] pairs = new int[outputLength]; int rowIndex = 0; int pairIndex = emptySpace; for (rowIndex = 0; rowI...
java
private static int[] trickyGetPairsFromWindow(final byte[] window, final int k, final int numPairsToGet, final int emptySpace) { final int outputLength = emptySpace + numPairsToGet; final int[] pairs = new int[outputLength]; int rowIndex = 0; int pairIndex = emptySpace; for (rowIndex = 0; rowI...
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will be filled in later by the caller.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/CpcCompression.java#L540-L557
55,068
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/CpcCompression.java
CpcCompression.compressHybridFlavor
private static void compressHybridFlavor(final CompressedState target, final CpcSketch source) { final int srcK = 1 << source.lgK; final PairTable srcPairTable = source.pairTable; final int srcNumPairs = srcPairTable.getNumPairs(); final int[] srcPairArr = PairTable.unwrappingGetItems(srcPairTable, srcN...
java
private static void compressHybridFlavor(final CompressedState target, final CpcSketch source) { final int srcK = 1 << source.lgK; final PairTable srcPairTable = source.pairTable; final int srcNumPairs = srcPairTable.getNumPairs(); final int[] srcPairArr = PairTable.unwrappingGetItems(srcPairTable, srcN...
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of a Pinned sketch before compressing it. Hence the name Hybrid.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/CpcCompression.java#L561-L589
55,069
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/cpc/CpcCompression.java
CpcCompression.compressSlidingFlavor
private static void compressSlidingFlavor(final CompressedState target, final CpcSketch source) { compressTheWindow(target, source); final PairTable srcPairTable = source.pairTable; final int numPairs = srcPairTable.getNumPairs(); if (numPairs > 0) { final int[] pairs = PairTable.unwrappingGetI...
java
private static void compressSlidingFlavor(final CompressedState target, final CpcSketch source) { compressTheWindow(target, source); final PairTable srcPairTable = source.pairTable; final int numPairs = srcPairTable.getNumPairs(); if (numPairs > 0) { final int[] pairs = PairTable.unwrappingGetI...
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Complicated by the existence of both a left fringe and a right fringe.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/cpc/CpcCompression.java#L673-L709
55,070
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.update
public void update(final float value) { if (Float.isNaN(value)) { return; } if (isEmpty()) { minValue_ = value; maxValue_ = value; } else { if (value < minValue_) { minValue_ = value; } if (value > maxValue_) { maxValue_ = value; } } if (levels_[0] == 0) { compressWhile...
java
public void update(final float value) { if (Float.isNaN(value)) { return; } if (isEmpty()) { minValue_ = value; maxValue_ = value; } else { if (value < minValue_) { minValue_ = value; } if (value > maxValue_) { maxValue_ = value; } } if (levels_[0] == 0) { compressWhile...
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Updates this sketch with the given data item. @param value an item from a stream of items. NaNs are ignored.
[ "Updates", "this", "sketch", "with", "the", "given", "data", "item", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L328-L346
55,071
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.merge
public void merge(final KllFloatsSketch other) { if ((other == null) || other.isEmpty()) { return; } if (m_ != other.m_) { throw new SketchesArgumentException("incompatible M: " + m_ + " and " + other.m_); } final long finalN = n_ + other.n_; for (int i = other.levels_[0]; i < other.levels_[1]...
java
public void merge(final KllFloatsSketch other) { if ((other == null) || other.isEmpty()) { return; } if (m_ != other.m_) { throw new SketchesArgumentException("incompatible M: " + m_ + " and " + other.m_); } final long finalN = n_ + other.n_; for (int i = other.levels_[0]; i < other.levels_[1]...
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Merges another sketch into this one. @param other sketch to merge into this one
[ "Merges", "another", "sketch", "into", "this", "one", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L352-L371
55,072
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.getQuantile
public float getQuantile(final double fraction) { if (isEmpty()) { return Float.NaN; } if (fraction == 0.0) { return minValue_; } if (fraction == 1.0) { return maxValue_; } if ((fraction < 0.0) || (fraction > 1.0)) { throw new SketchesArgumentException("Fraction cannot be less than zero or greater...
java
public float getQuantile(final double fraction) { if (isEmpty()) { return Float.NaN; } if (fraction == 0.0) { return minValue_; } if (fraction == 1.0) { return maxValue_; } if ((fraction < 0.0) || (fraction > 1.0)) { throw new SketchesArgumentException("Fraction cannot be less than zero or greater...
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Returns an approximation to the value of the data item that would be preceded by the given fraction of a hypothetical sorted version of the input stream so far. <p>We note that this method has a fairly large overhead (microseconds instead of nanoseconds) so it should not be called multiple times to get different quant...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L411-L420
55,073
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.getKFromEpsilon
public static int getKFromEpsilon(final double epsilon, final boolean pmf) { //Ensure that eps is >= than the lowest possible eps given MAX_K and pmf=false. final double eps = max(epsilon, 4.7634E-5); final double kdbl = pmf ? exp(log(2.446 / eps) / 0.9433) : exp(log(2.296 / eps) / 0.9723); ...
java
public static int getKFromEpsilon(final double epsilon, final boolean pmf) { //Ensure that eps is >= than the lowest possible eps given MAX_K and pmf=false. final double eps = max(epsilon, 4.7634E-5); final double kdbl = pmf ? exp(log(2.446 / eps) / 0.9433) : exp(log(2.296 / eps) / 0.9723); ...
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thousands of trials
[ "thousands", "of", "trials" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L653-L663
55,074
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.toByteArray
public byte[] toByteArray() { final byte[] bytes = new byte[getSerializedSizeBytes()]; final boolean isSingleItem = n_ == 1; bytes[PREAMBLE_INTS_BYTE] = (byte) (isEmpty() || isSingleItem ? PREAMBLE_INTS_SHORT : PREAMBLE_INTS_FULL); bytes[SER_VER_BYTE] = isSingleItem ? serialVersionUID2 : serialVersionUI...
java
public byte[] toByteArray() { final byte[] bytes = new byte[getSerializedSizeBytes()]; final boolean isSingleItem = n_ == 1; bytes[PREAMBLE_INTS_BYTE] = (byte) (isEmpty() || isSingleItem ? PREAMBLE_INTS_SHORT : PREAMBLE_INTS_FULL); bytes[SER_VER_BYTE] = isSingleItem ? serialVersionUID2 : serialVersionUI...
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Returns serialized sketch in a byte array form. @return serialized sketch in a byte array form.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L757-L793
55,075
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.heapify
public static KllFloatsSketch heapify(final Memory mem) { final int preambleInts = mem.getByte(PREAMBLE_INTS_BYTE) & 0xff; final int serialVersion = mem.getByte(SER_VER_BYTE) & 0xff; final int family = mem.getByte(FAMILY_BYTE) & 0xff; final int flags = mem.getByte(FLAGS_BYTE) & 0xff; final int m = m...
java
public static KllFloatsSketch heapify(final Memory mem) { final int preambleInts = mem.getByte(PREAMBLE_INTS_BYTE) & 0xff; final int serialVersion = mem.getByte(SER_VER_BYTE) & 0xff; final int family = mem.getByte(FAMILY_BYTE) & 0xff; final int flags = mem.getByte(FLAGS_BYTE) & 0xff; final int m = m...
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Heapify takes the sketch image in Memory and instantiates an on-heap sketch. The resulting sketch will not retain any link to the source Memory. @param mem a Memory image of a sketch. <a href="{@docRoot}/resources/dictionary.html#mem">See Memory</a> @return a heap-based sketch based on the given Memory
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L802-L835
55,076
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.checkK
static void checkK(final int k) { if ((k < MIN_K) || (k > MAX_K)) { throw new SketchesArgumentException( "K must be >= " + MIN_K + " and <= " + MAX_K + ": " + k); } }
java
static void checkK(final int k) { if ((k < MIN_K) || (k > MAX_K)) { throw new SketchesArgumentException( "K must be >= " + MIN_K + " and <= " + MAX_K + ": " + k); } }
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Checks the validity of the given value k @param k must be greater than 7 and less than 65536.
[ "Checks", "the", "validity", "of", "the", "given", "value", "k" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L845-L850
55,077
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java
KllFloatsSketch.compressWhileUpdating
private void compressWhileUpdating() { final int level = findLevelToCompact(); // It is important to do add the new top level right here. Be aware that this operation // grows the buffer and shifts the data and also the boundaries of the data and grows the // levels array and increments numLevels_ ...
java
private void compressWhileUpdating() { final int level = findLevelToCompact(); // It is important to do add the new top level right here. Be aware that this operation // grows the buffer and shifts the data and also the boundaries of the data and grows the // levels array and increments numLevels_ ...
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It cannot be used while merging, while reducing k, or anything else.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/kll/KllFloatsSketch.java#L924-L975
55,078
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/UpdateDoublesSketch.java
UpdateDoublesSketch.compact
public CompactDoublesSketch compact(final WritableMemory dstMem) { if (dstMem == null) { return HeapCompactDoublesSketch.createFromUpdateSketch(this); } return DirectCompactDoublesSketch.createFromUpdateSketch(this, dstMem); }
java
public CompactDoublesSketch compact(final WritableMemory dstMem) { if (dstMem == null) { return HeapCompactDoublesSketch.createFromUpdateSketch(this); } return DirectCompactDoublesSketch.createFromUpdateSketch(this, dstMem); }
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Returns a compact version of this sketch. If passing in a Memory object, the compact sketch will use that direct memory; otherwise, an on-heap sketch will be returned. @param dstMem An optional target memory to hold the sketch. @return A compact version of this sketch
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/UpdateDoublesSketch.java#L55-L60
55,079
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.getInstance
public static <T> ItemsSketch<T> getInstance(final Comparator<? super T> comparator) { return getInstance(PreambleUtil.DEFAULT_K, comparator); }
java
public static <T> ItemsSketch<T> getInstance(final Comparator<? super T> comparator) { return getInstance(PreambleUtil.DEFAULT_K, comparator); }
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Obtains a new instance of an ItemsSketch using the DEFAULT_K. @param <T> type of item @param comparator to compare items @return a GenericQuantileSketch
[ "Obtains", "a", "new", "instance", "of", "an", "ItemsSketch", "using", "the", "DEFAULT_K", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L125-L127
55,080
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.getInstance
public static <T> ItemsSketch<T> getInstance(final int k, final Comparator<? super T> comparator) { final ItemsSketch<T> qs = new ItemsSketch<>(k, comparator); final int bufAlloc = 2 * Math.min(DoublesSketch.MIN_K, k); //the min is important qs.n_ = 0; qs.combinedBufferItemCapacity_ = bufAlloc; qs.c...
java
public static <T> ItemsSketch<T> getInstance(final int k, final Comparator<? super T> comparator) { final ItemsSketch<T> qs = new ItemsSketch<>(k, comparator); final int bufAlloc = 2 * Math.min(DoublesSketch.MIN_K, k); //the min is important qs.n_ = 0; qs.combinedBufferItemCapacity_ = bufAlloc; qs.c...
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Obtains a new instance of an ItemsSketch. @param <T> type of item @param k Parameter that controls space usage of sketch and accuracy of estimates. Must be greater than 2 and less than 65536 and a power of 2. @param comparator to compare items @return a GenericQuantileSketch
[ "Obtains", "a", "new", "instance", "of", "an", "ItemsSketch", "." ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L137-L148
55,081
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.getInstance
public static <T> ItemsSketch<T> getInstance(final Memory srcMem, final Comparator<? super T> comparator, final ArrayOfItemsSerDe<T> serDe) { final long memCapBytes = srcMem.getCapacity(); if (memCapBytes < 8) { ...
java
public static <T> ItemsSketch<T> getInstance(final Memory srcMem, final Comparator<? super T> comparator, final ArrayOfItemsSerDe<T> serDe) { final long memCapBytes = srcMem.getCapacity(); if (memCapBytes < 8) { ...
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Heapifies the given srcMem, which must be a Memory image of a ItemsSketch @param <T> type of item @param srcMem a Memory image of a sketch. <a href="{@docRoot}/resources/dictionary.html#mem">See Memory</a> @param comparator to compare items @param serDe an instance of ArrayOfItemsSerDe @return a ItemsSketch on the Java...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L159-L205
55,082
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.copy
static <T> ItemsSketch<T> copy(final ItemsSketch<T> sketch) { final ItemsSketch<T> qsCopy = ItemsSketch.getInstance(sketch.k_, sketch.comparator_); qsCopy.n_ = sketch.n_; qsCopy.minValue_ = sketch.getMinValue(); qsCopy.maxValue_ = sketch.getMaxValue(); qsCopy.combinedBufferItemCapacity_ = sketch.get...
java
static <T> ItemsSketch<T> copy(final ItemsSketch<T> sketch) { final ItemsSketch<T> qsCopy = ItemsSketch.getInstance(sketch.k_, sketch.comparator_); qsCopy.n_ = sketch.n_; qsCopy.minValue_ = sketch.getMinValue(); qsCopy.maxValue_ = sketch.getMaxValue(); qsCopy.combinedBufferItemCapacity_ = sketch.get...
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Returns a copy of the given sketch @param <T> the data type @param sketch the given sketch @return a copy of the given sketch
[ "Returns", "a", "copy", "of", "the", "given", "sketch" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L213-L224
55,083
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.update
public void update(final T dataItem) { // this method only uses the base buffer part of the combined buffer if (dataItem == null) { return; } if ((maxValue_ == null) || (comparator_.compare(dataItem, maxValue_) > 0)) { maxValue_ = dataItem; } if ((minValue_ == null) || (comparator_.compare(dataItem, mi...
java
public void update(final T dataItem) { // this method only uses the base buffer part of the combined buffer if (dataItem == null) { return; } if ((maxValue_ == null) || (comparator_.compare(dataItem, maxValue_) > 0)) { maxValue_ = dataItem; } if ((minValue_ == null) || (comparator_.compare(dataItem, mi...
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Updates this sketch with the given double data item @param dataItem an item from a stream of items. NaNs are ignored.
[ "Updates", "this", "sketch", "with", "the", "given", "double", "data", "item" ]
900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L230-L245
55,084
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.getQuantileUpperBound
public T getQuantileUpperBound(final double fraction) { return getQuantile(min(1.0, fraction + Util.getNormalizedRankError(k_, false))); }
java
public T getQuantileUpperBound(final double fraction) { return getQuantile(min(1.0, fraction + Util.getNormalizedRankError(k_, false))); }
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Gets the upper bound of the value interval in which the true quantile of the given rank exists with a confidence of at least 99%. @param fraction the given normalized rank as a fraction @return the upper bound of the value interval in which the true quantile of the given rank exists with a confidence of at least 99%. R...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L282-L284
55,085
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.getQuantileLowerBound
public T getQuantileLowerBound(final double fraction) { return getQuantile(max(0, fraction - Util.getNormalizedRankError(k_, false))); }
java
public T getQuantileLowerBound(final double fraction) { return getQuantile(max(0, fraction - Util.getNormalizedRankError(k_, false))); }
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Gets the lower bound of the value interval in which the true quantile of the given rank exists with a confidence of at least 99%. @param fraction the given normalized rank as a fraction @return the lower bound of the value interval in which the true quantile of the given rank exists with a confidence of at least 99%. R...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L293-L295
55,086
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.reset
public void reset() { n_ = 0; combinedBufferItemCapacity_ = 2 * Math.min(DoublesSketch.MIN_K, k_); //the min is important combinedBuffer_ = new Object[combinedBufferItemCapacity_]; baseBufferCount_ = 0; bitPattern_ = 0; minValue_ = null; maxValue_ = null; }
java
public void reset() { n_ = 0; combinedBufferItemCapacity_ = 2 * Math.min(DoublesSketch.MIN_K, k_); //the min is important combinedBuffer_ = new Object[combinedBufferItemCapacity_]; baseBufferCount_ = 0; bitPattern_ = 0; minValue_ = null; maxValue_ = null; }
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Resets this sketch to a virgin state, but retains the original value of k.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L568-L576
55,087
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.downSample
public ItemsSketch<T> downSample(final int newK) { final ItemsSketch<T> newSketch = ItemsSketch.getInstance(newK, comparator_); ItemsMergeImpl.downSamplingMergeInto(this, newSketch); return newSketch; }
java
public ItemsSketch<T> downSample(final int newK) { final ItemsSketch<T> newSketch = ItemsSketch.getInstance(newK, comparator_); ItemsMergeImpl.downSamplingMergeInto(this, newSketch); return newSketch; }
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From an existing sketch, this creates a new sketch that can have a smaller value of K. The original sketch is not modified. @param newK the new value of K that must be smaller than current value of K. It is required that this.getK() = newK * 2^(nonnegative integer). @return the new sketch.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L642-L646
55,088
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.putMemory
public void putMemory(final WritableMemory dstMem, final ArrayOfItemsSerDe<T> serDe) { final byte[] byteArr = toByteArray(serDe); final long memCap = dstMem.getCapacity(); if (memCap < byteArr.length) { throw new SketchesArgumentException( "Destination Memory not large enough: " + memCap + "...
java
public void putMemory(final WritableMemory dstMem, final ArrayOfItemsSerDe<T> serDe) { final byte[] byteArr = toByteArray(serDe); final long memCap = dstMem.getCapacity(); if (memCap < byteArr.length) { throw new SketchesArgumentException( "Destination Memory not large enough: " + memCap + "...
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Puts the current sketch into the given Memory if there is sufficient space. Otherwise, throws an error. @param dstMem the given memory. @param serDe an instance of ArrayOfItemsSerDe
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L663-L671
55,089
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java
ItemsSketch.itemsArrayToCombinedBuffer
private void itemsArrayToCombinedBuffer(final T[] itemsArray) { final int extra = 2; // space for min and max values //Load min, max minValue_ = itemsArray[0]; maxValue_ = itemsArray[1]; //Load base buffer System.arraycopy(itemsArray, extra, combinedBuffer_, 0, baseBufferCount_); //Load l...
java
private void itemsArrayToCombinedBuffer(final T[] itemsArray) { final int extra = 2; // space for min and max values //Load min, max minValue_ = itemsArray[0]; maxValue_ = itemsArray[1]; //Load base buffer System.arraycopy(itemsArray, extra, combinedBuffer_, 0, baseBufferCount_); //Load l...
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Loads the Combined Buffer, min and max from the given items array. The Combined Buffer is always in non-compact form and must be pre-allocated. @param itemsArray the given items array
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/quantiles/ItemsSketch.java#L720-L741
55,090
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/HeapAnotB.java
HeapAnotB.scanAllAsearchB
private void scanAllAsearchB() { final long[] scanAArr = a_.getCache(); final int arrLongsIn = scanAArr.length; cache_ = new long[arrLongsIn]; for (int i = 0; i < arrLongsIn; i++ ) { final long hashIn = scanAArr[i]; if ((hashIn <= 0L) || (hashIn >= thetaLong_)) { continue; } final int ...
java
private void scanAllAsearchB() { final long[] scanAArr = a_.getCache(); final int arrLongsIn = scanAArr.length; cache_ = new long[arrLongsIn]; for (int i = 0; i < arrLongsIn; i++ ) { final long hashIn = scanAArr[i]; if ((hashIn <= 0L) || (hashIn >= thetaLong_)) { continue; } final int ...
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Sketch A is either unordered compact or hash table
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/HeapAnotB.java#L262-L273
55,091
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java
BoundsOnBinomialProportions.approximateLowerBoundOnP
public static double approximateLowerBoundOnP(final long n, final long k, final double numStdDevs) { checkInputs(n, k); if (n == 0) { return 0.0; } // the coin was never flipped, so we know nothing else if (k == 0) { return 0.0; } else if (k == 1) { return (exactLowerBoundOnPForKequalsOne(n, deltaOfNumS...
java
public static double approximateLowerBoundOnP(final long n, final long k, final double numStdDevs) { checkInputs(n, k); if (n == 0) { return 0.0; } // the coin was never flipped, so we know nothing else if (k == 0) { return 0.0; } else if (k == 1) { return (exactLowerBoundOnPForKequalsOne(n, deltaOfNumS...
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Computes lower bound of approximate Clopper-Pearson confidence interval for a binomial proportion. <p>Implementation Notes:<br> The approximateLowerBoundOnP is defined with respect to the right tail of the binomial distribution.</p> <ul> <li>We want to solve for the <i>p</i> for which sum<sub><i>j,k,n</i></sub>bino(<i...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java#L93-L103
55,092
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java
BoundsOnBinomialProportions.approximateUpperBoundOnP
public static double approximateUpperBoundOnP(final long n, final long k, final double numStdDevs) { checkInputs(n, k); if (n == 0) { return 1.0; } // the coin was never flipped, so we know nothing else if (k == n) { return 1.0; } else if (k == (n - 1)) { return (exactUpperBoundOnPForKequalsNminus...
java
public static double approximateUpperBoundOnP(final long n, final long k, final double numStdDevs) { checkInputs(n, k); if (n == 0) { return 1.0; } // the coin was never flipped, so we know nothing else if (k == n) { return 1.0; } else if (k == (n - 1)) { return (exactUpperBoundOnPForKequalsNminus...
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Computes upper bound of approximate Clopper-Pearson confidence interval for a binomial proportion. <p>Implementation Notes:<br> The approximateUpperBoundOnP is defined with respect to the left tail of the binomial distribution.</p> <ul> <li>We want to solve for the <i>p</i> for which sum<sub><i>j,0,k</i></sub>bino(<i>...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java#L128-L142
55,093
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java
BoundsOnBinomialProportions.erf_of_nonneg
private static double erf_of_nonneg(final double x) { // The constants that appear below, formatted for easy checking against the book. // a1 = 0.07052 30784 // a3 = 0.00927 05272 // a5 = 0.00027 65672 // a2 = 0.04228 20123 // a4 = 0.00015 20143 // a6 = 0.00004 30638 fi...
java
private static double erf_of_nonneg(final double x) { // The constants that appear below, formatted for easy checking against the book. // a1 = 0.07052 30784 // a3 = 0.00927 05272 // a5 = 0.00027 65672 // a2 = 0.04228 20123 // a4 = 0.00015 20143 // a6 = 0.00004 30638 fi...
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Abramowitz and Stegun formula 7.1.28, p. 88; Claims accuracy of about 7 decimal digits
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java#L183-L214
55,094
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java
BoundsOnBinomialProportions.abramowitzStegunFormula26p5p22
private static double abramowitzStegunFormula26p5p22(final double a, final double b, final double yp) { final double b2m1 = (2.0 * b) - 1.0; final double a2m1 = (2.0 * a) - 1.0; final double lambda = ((yp * yp) - 3.0) / 6.0; final double htmp = (1.0 / a2m1) + (1.0 / b2m1); final double h = 2.0...
java
private static double abramowitzStegunFormula26p5p22(final double a, final double b, final double yp) { final double b2m1 = (2.0 * b) - 1.0; final double a2m1 = (2.0 * a) - 1.0; final double lambda = ((yp * yp) - 3.0) / 6.0; final double htmp = (1.0 / a2m1) + (1.0 / b2m1); final double h = 2.0...
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that the formula was typed in correctly.
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/BoundsOnBinomialProportions.java#L233-L246
55,095
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java
ReservoirItemsSketch.newInstance
public static <T> ReservoirItemsSketch<T> newInstance(final int k, final ResizeFactor rf) { return new ReservoirItemsSketch<>(k, rf); }
java
public static <T> ReservoirItemsSketch<T> newInstance(final int k, final ResizeFactor rf) { return new ReservoirItemsSketch<>(k, rf); }
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Construct a mergeable sampling sketch with up to k samples using a specified resize factor. @param k Maximum size of sampling. Allocated size may be smaller until reservoir fills. Unlike many sketches in this package, this value does <em>not</em> need to be a power of 2. @param rf <a href="{@docRoot}/resources/dict...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java#L168-L170
55,096
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java
ReservoirItemsSketch.getSamples
@SuppressWarnings("unchecked") public T[] getSamples() { if (itemsSeen_ == 0) { return null; } final Class<?> clazz = data_.get(0).getClass(); return data_.toArray((T[]) Array.newInstance(clazz, 0)); }
java
@SuppressWarnings("unchecked") public T[] getSamples() { if (itemsSeen_ == 0) { return null; } final Class<?> clazz = data_.get(0).getClass(); return data_.toArray((T[]) Array.newInstance(clazz, 0)); }
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Returns a copy of the items in the reservoir, or null if empty. The returned array length may be smaller than the reservoir capacity. <p>In order to allocate an array of generic type T, uses the class of the first item in the array. This method method may throw an <tt>ArrayAssignmentException</tt> if the reservoir sto...
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java#L343-L351
55,097
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java
ReservoirItemsSketch.copy
@SuppressWarnings("unchecked") ReservoirItemsSketch<T> copy() { return new ReservoirItemsSketch<>(reservoirSize_, currItemsAlloc_, itemsSeen_, rf_, (ArrayList<T>) data_.clone()); }
java
@SuppressWarnings("unchecked") ReservoirItemsSketch<T> copy() { return new ReservoirItemsSketch<>(reservoirSize_, currItemsAlloc_, itemsSeen_, rf_, (ArrayList<T>) data_.clone()); }
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Used during union operations to ensure we do not overwrite an existing reservoir. Creates a shallow copy of the reservoir. @return A copy of the current sketch
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/sampling/ReservoirItemsSketch.java#L597-L601
55,098
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/theta/Intersection.java
Intersection.intersect
public CompactSketch intersect(final Sketch a, final Sketch b) { return intersect(a, b, true, null); }
java
public CompactSketch intersect(final Sketch a, final Sketch b) { return intersect(a, b, true, null); }
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Perform intersect set operation on the two given sketch arguments and return the result as an ordered CompactSketch on the heap. @param a The first sketch argument @param b The second sketch argument @return an ordered CompactSketch on the heap
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/theta/Intersection.java#L80-L82
55,099
DataSketches/sketches-core
src/main/java/com/yahoo/sketches/hll/DirectCouponList.java
DirectCouponList.newInstance
static DirectCouponList newInstance(final int lgConfigK, final TgtHllType tgtHllType, final WritableMemory dstMem) { insertPreInts(dstMem, LIST_PREINTS); insertSerVer(dstMem); insertFamilyId(dstMem); insertLgK(dstMem, lgConfigK); insertLgArr(dstMem, LG_INIT_LIST_SIZE); insertFlags(dstMem, ...
java
static DirectCouponList newInstance(final int lgConfigK, final TgtHllType tgtHllType, final WritableMemory dstMem) { insertPreInts(dstMem, LIST_PREINTS); insertSerVer(dstMem); insertFamilyId(dstMem); insertLgK(dstMem, lgConfigK); insertLgArr(dstMem, LG_INIT_LIST_SIZE); insertFlags(dstMem, ...
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Standard factory for new DirectCouponList. This initializes the given WritableMemory. @param lgConfigK the configured Lg K @param tgtHllType the configured HLL target @param dstMem the destination memory for the sketch. @return a new DirectCouponList
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900c8c9668a1e2f1d54d453e956caad54702e540
https://github.com/DataSketches/sketches-core/blob/900c8c9668a1e2f1d54d453e956caad54702e540/src/main/java/com/yahoo/sketches/hll/DirectCouponList.java#L86-L97