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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-04 12:19:15 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-04 12:19:15 +0000
commit6eb9c5a5657d1fe77b55cc261450f3538d35a94d (patch)
tree657d8194422a5daccecfd42d654b8a245ef7b4c8 /src/include/lib/hyperloglog.h
parentInitial commit. (diff)
downloadpostgresql-13-upstream.tar.xz
postgresql-13-upstream.zip
Adding upstream version 13.4.upstream/13.4upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
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+/*
+ * hyperloglog.h
+ *
+ * A simple HyperLogLog cardinality estimator implementation
+ *
+ * Portions Copyright (c) 2014-2020, PostgreSQL Global Development Group
+ *
+ * Based on Hideaki Ohno's C++ implementation. The copyright terms of Ohno's
+ * original version (the MIT license) follow.
+ *
+ * src/include/lib/hyperloglog.h
+ */
+
+/*
+ * Copyright (c) 2013 Hideaki Ohno <hide.o.j55{at}gmail.com>
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the 'Software'), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+ * IN THE SOFTWARE.
+ */
+
+#ifndef HYPERLOGLOG_H
+#define HYPERLOGLOG_H
+
+/*
+ * HyperLogLog is an approximate technique for computing the number of distinct
+ * entries in a set. Importantly, it does this by using a fixed amount of
+ * memory. See the 2007 paper "HyperLogLog: the analysis of a near-optimal
+ * cardinality estimation algorithm" for more.
+ *
+ * hyperLogLogState
+ *
+ * registerWidth register width, in bits ("k")
+ * nRegisters number of registers
+ * alphaMM alpha * m ^ 2 (see initHyperLogLog())
+ * hashesArr array of hashes
+ * arrSize size of hashesArr
+ */
+typedef struct hyperLogLogState
+{
+ uint8 registerWidth;
+ Size nRegisters;
+ double alphaMM;
+ uint8 *hashesArr;
+ Size arrSize;
+} hyperLogLogState;
+
+extern void initHyperLogLog(hyperLogLogState *cState, uint8 bwidth);
+extern void initHyperLogLogError(hyperLogLogState *cState, double error);
+extern void addHyperLogLog(hyperLogLogState *cState, uint32 hash);
+extern double estimateHyperLogLog(hyperLogLogState *cState);
+extern void freeHyperLogLog(hyperLogLogState *cState);
+
+#endif /* HYPERLOGLOG_H */