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Core sketch algorithms used alone and by other Java repositories in the DataSketches library.
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.datasketches.hll;
import static org.apache.datasketches.hll.HllUtil.EMPTY;
import static org.apache.datasketches.hll.HllUtil.LG_INIT_SET_SIZE;
import static org.apache.datasketches.hll.HllUtil.RESIZE_DENOM;
import static org.apache.datasketches.hll.HllUtil.RESIZE_NUMER;
import static org.apache.datasketches.hll.PreambleUtil.HASH_SET_INT_ARR_START;
import static org.apache.datasketches.hll.PreambleUtil.HASH_SET_PREINTS;
import static org.apache.datasketches.hll.PreambleUtil.LIST_INT_ARR_START;
import static org.apache.datasketches.hll.PreambleUtil.computeLgArr;
import static org.apache.datasketches.hll.PreambleUtil.extractCompactFlag;
import static org.apache.datasketches.hll.PreambleUtil.extractCurMode;
import static org.apache.datasketches.hll.PreambleUtil.extractHashSetCount;
import static org.apache.datasketches.hll.PreambleUtil.extractInt;
import static org.apache.datasketches.hll.PreambleUtil.extractLgArr;
import static org.apache.datasketches.hll.PreambleUtil.extractLgK;
import static org.apache.datasketches.hll.PreambleUtil.extractTgtHllType;
import org.apache.datasketches.common.SketchesStateException;
import org.apache.datasketches.memory.Memory;
/**
* @author Lee Rhodes
* @author Kevin Lang
*/
class CouponHashSet extends CouponList {
/**
* Constructs this sketch with the intent of loading it with data
* @param lgConfigK the configured Lg K
* @param tgtHllType the new target Hll type
*/
CouponHashSet(final int lgConfigK, final TgtHllType tgtHllType) {
super(lgConfigK, tgtHllType, CurMode.SET);
assert lgConfigK > 7;
}
/**
* Copy constructor
* @param that another CouponHashSet
*/
CouponHashSet(final CouponHashSet that) {
super(that);
}
/**
* Copy As constructor.
* @param that another CouponHashSet
* @param tgtHllType the new target Hll type
*/
CouponHashSet(final CouponHashSet that, final TgtHllType tgtHllType) {
super(that, tgtHllType);
}
//will also accept List, but results in a Set
static final CouponHashSet heapifySet(final Memory mem) {
final int lgConfigK = extractLgK(mem);
final TgtHllType tgtHllType = extractTgtHllType(mem);
final CurMode curMode = extractCurMode(mem);
final int memArrStart = (curMode == CurMode.LIST) ? LIST_INT_ARR_START : HASH_SET_INT_ARR_START;
final CouponHashSet set = new CouponHashSet(lgConfigK, tgtHllType);
final boolean memIsCompact = extractCompactFlag(mem);
final int couponCount = extractHashSetCount(mem);
int lgCouponArrInts = extractLgArr(mem);
if (lgCouponArrInts < LG_INIT_SET_SIZE) {
lgCouponArrInts = computeLgArr(mem, couponCount, lgConfigK);
}
if (memIsCompact) {
for (int i = 0; i < couponCount; i++) {
set.couponUpdate(extractInt(mem, memArrStart + (i << 2)));
}
} else { //updatable
set.couponCount = couponCount;
set.lgCouponArrInts = lgCouponArrInts;
final int couponArrInts = 1 << lgCouponArrInts;
set.couponIntArr = new int[couponArrInts];
mem.getIntArray(HASH_SET_INT_ARR_START, set.couponIntArr, 0, couponArrInts);
}
return set;
}
@Override
CouponHashSet copy() {
return new CouponHashSet(this);
}
@Override
CouponHashSet copyAs(final TgtHllType tgtHllType) {
return new CouponHashSet(this, tgtHllType);
}
@Override
HllSketchImpl couponUpdate(final int coupon) {
final int index = find(couponIntArr, lgCouponArrInts, coupon);
if (index >= 0) {
return this; //found duplicate, ignore
}
couponIntArr[~index] = coupon; //found empty
couponCount++;
if (checkGrowOrPromote()) {
return promoteHeapListOrSetToHll(this);
}
return this;
}
@Override
int getMemDataStart() {
return HASH_SET_INT_ARR_START;
}
@Override
int getPreInts() {
return HASH_SET_PREINTS;
}
private boolean checkGrowOrPromote() {
if ((RESIZE_DENOM * couponCount) > (RESIZE_NUMER * (1 << lgCouponArrInts))) {
if (lgCouponArrInts == (lgConfigK - 3)) { //at max size
return true; // promote to HLL
}
couponIntArr = growHashSet(couponIntArr, ++lgCouponArrInts);
}
return false;
}
private static final int[] growHashSet(final int[] coupIntArr, final int tgtLgCoupArrSize) {
final int[] tgtCouponIntArr = new int[1 << tgtLgCoupArrSize]; //create tgt
final int len = coupIntArr.length;
for (int i = 0; i < len; i++) { //scan input arr for non-zero values
final int fetched = coupIntArr[i];
if (fetched != EMPTY) {
final int idx = find(tgtCouponIntArr, tgtLgCoupArrSize, fetched); //find empty in tgt
if (idx < 0) { //found EMPTY
tgtCouponIntArr[~idx] = fetched; //insert
continue;
}
throw new SketchesStateException("Error: found duplicate.");
}
}
return tgtCouponIntArr;
}
}
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