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Merge remote-tracking branch 'origin/topic/johanna/bit-1612'
Addig a new random seed for external tests. I added a wrapper around the siphash() function to make calling it a little bit safer at least. BIT-1612 #merged * origin/topic/johanna/bit-1612: HLL: Fix missing typecast in test case. Remove the -K/-J options for setting keys. Add test checking the quality of HLL by adding a lot of elements. Fix serializing probabilistic hashers. Baseline updates after hash function change. Also switch BloomFilters from H3 to siphash. Change Hashing from H3 to Siphash. HLL: Remove unnecessary comparison. Hyperloglog: change calculation of Rho
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commit
4d84ee82da
347 changed files with 26269 additions and 26053 deletions
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@ -28,10 +28,9 @@ int CardinalityCounter::OptimalB(double error, double confidence) const
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return answer;
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}
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void CardinalityCounter::Init(uint64 size)
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void CardinalityCounter::Init(uint64_t size)
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{
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m = size;
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buckets = new uint8_t[m];
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// The following magic values are taken directly out of the
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// description of the HyperLogLog algorithn.
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@ -51,60 +50,83 @@ void CardinalityCounter::Init(uint64 size)
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else
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reporter->InternalError("Invalid size %" PRIu64 ". Size either has to be 16, 32, 64 or bigger than 128", size);
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for ( uint64 i = 0; i < m; i++ )
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buckets[i] = 0;
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double calc_p = log2(m);
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if ( trunc(calc_p) != calc_p )
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reporter->InternalError("Invalid size %" PRIu64 ". Size either has to be a power of 2", size);
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p = calc_p;
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buckets.reserve(m);
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for ( uint64_t i = 0; i < m; i++ )
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buckets.push_back(0);
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assert(buckets.size() == m);
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V = m;
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}
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CardinalityCounter::CardinalityCounter(CardinalityCounter& other)
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: buckets(other.buckets)
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{
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Init(other.GetM());
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Merge(&other);
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V = other.V;
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alpha_m = other.alpha_m;
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m = other.m;
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p = other.p;
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}
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CardinalityCounter::CardinalityCounter(CardinalityCounter&& o)
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{
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V = o.V;
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alpha_m = o.alpha_m;
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m = o.m;
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p = o.p;
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o.m = 0;
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buckets = std::move(o.buckets);
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}
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CardinalityCounter::CardinalityCounter(double error_margin, double confidence)
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{
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int b = OptimalB(error_margin, confidence);
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Init((uint64) pow(2, b));
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assert(b == p);
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}
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CardinalityCounter::CardinalityCounter(uint64 size)
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CardinalityCounter::CardinalityCounter(uint64_t size)
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{
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Init(size);
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}
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CardinalityCounter::CardinalityCounter(uint64 arg_size, uint64 arg_V, double arg_alpha_m)
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CardinalityCounter::CardinalityCounter(uint64_t arg_size, uint64_t arg_V, double arg_alpha_m)
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{
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m = arg_size;
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buckets = new uint8_t[m];
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buckets.reserve(m);
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for ( uint64_t i = 0; i < m; i++ )
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buckets.push_back(0);
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alpha_m = arg_alpha_m;
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V = arg_V;
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p = log2(m);
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}
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CardinalityCounter::~CardinalityCounter()
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{
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delete [] buckets;
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}
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uint8_t CardinalityCounter::Rank(uint64 hash_modified) const
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uint8_t CardinalityCounter::Rank(uint64_t hash_modified) const
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{
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uint8_t answer = 0;
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hash_modified = (uint64)(hash_modified / m);
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hash_modified *= 2;
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do {
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hash_modified = (uint64)(hash_modified / 2);
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answer++;
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} while ( hash_modified % 2 == 0);
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hash_modified = hash_modified >> p;
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int answer = 64 - p - CardinalityCounter::flsll(hash_modified) + 1;
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assert(answer > 0 && answer < 64);
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return answer;
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}
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void CardinalityCounter::AddElement(uint64 hash)
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void CardinalityCounter::AddElement(uint64_t hash)
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{
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uint64 index = hash % m;
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uint64_t index = hash % m;
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hash = hash-index;
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if( buckets[index] == 0 )
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@ -118,7 +140,7 @@ void CardinalityCounter::AddElement(uint64 hash)
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/**
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* Estimate the size by using the the "raw" HyperLogLog estimate. Then,
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* check if it's too "large" or "small" because the raw estimate doesn't
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* check if it's too "large" or "small" because the raw estimate doesn't
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* do well in those cases.
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* Thus, we correct for those errors as specified in the paper.
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*
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@ -149,7 +171,7 @@ bool CardinalityCounter::Merge(CardinalityCounter* c)
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if ( m != c->GetM() )
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return false;
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uint8_t* temp = c->GetBuckets();
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const vector<uint8_t> temp = c->GetBuckets();
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V = 0;
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@ -165,12 +187,12 @@ bool CardinalityCounter::Merge(CardinalityCounter* c)
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return true;
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}
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uint8_t* CardinalityCounter::GetBuckets()
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const vector<uint8_t> &CardinalityCounter::GetBuckets() const
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{
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return buckets;
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}
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uint64 CardinalityCounter::GetM() const
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uint64_t CardinalityCounter::GetM() const
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{
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return m;
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}
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@ -192,7 +214,7 @@ bool CardinalityCounter::Serialize(SerialInfo* info) const
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CardinalityCounter* CardinalityCounter::Unserialize(UnserialInfo* info)
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{
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uint64_t m;
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uint64 V;
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uint64_t V;
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double alpha_m;
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bool valid = true;
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@ -202,13 +224,13 @@ CardinalityCounter* CardinalityCounter::Unserialize(UnserialInfo* info)
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CardinalityCounter* c = new CardinalityCounter(m, V, alpha_m);
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uint8_t* buckets = c->buckets;
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vector<uint8_t>& buckets = c->buckets;
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for ( unsigned int i = 0; i < m; i++ )
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{
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char c;
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valid &= UNSERIALIZE(&c);
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buckets[i] = (uint8)c;
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buckets[i] = (uint8_t)c;
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}
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if ( ! valid )
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@ -219,3 +241,51 @@ CardinalityCounter* CardinalityCounter::Unserialize(UnserialInfo* info)
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return c;
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}
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/**
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* The following function is copied from libc/string/flsll.c from the FreeBSD source
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* tree. Original copyright message follows
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*/
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/*-
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* Copyright (c) 1990, 1993
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* The Regents of the University of California. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions
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* are met:
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* 1. Redistributions of source code must retain the above copyright
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* notice, this list of conditions and the following disclaimer.
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* 2. Redistributions in binary form must reproduce the above copyright
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* notice, this list of conditions and the following disclaimer in the
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* documentation and/or other materials provided with the distribution.
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* 3. Neither the name of the University nor the names of its contributors
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* may be used to endorse or promote products derived from this software
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* without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND
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* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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* ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
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* OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
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* HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
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* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
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* OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
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* SUCH DAMAGE.
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*/
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/*
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* Find Last Set bit
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*/
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int
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CardinalityCounter::flsll(uint64_t mask)
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{
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int bit;
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if (mask == 0)
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return (0);
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for (bit = 1; mask != 1; bit++)
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mask = (uint64_t)mask >> 1;
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return (bit);
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}
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