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21 lines
444 B
C++
21 lines
444 B
C++
// This file implements HyperLogLog algorithm, which estimates
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// the number of unique items in a given multiset.
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//
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// For more info, read
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// https://engineering.fb.com/2018/12/13/data-infrastructure/hyperloglog
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#include "common.h"
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#include <cmath>
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namespace mold {
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i64 HyperLogLog::get_cardinality() const {
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double z = 0;
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for (i64 val : buckets)
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z += pow(2, -val);
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return ALPHA * NBUCKETS * NBUCKETS / z;
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}
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} // namespace mold
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