datasketches-cpp
Loading...
Searching...
No Matches
HarmonicNumbers-internal.hpp
1/*
2 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing,
13 * software distributed under the License is distributed on an
14 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
15 * KIND, either express or implied. See the License for the
16 * specific language governing permissions and limitations
17 * under the License.
18 */
19
20#ifndef _HARMONICNUMBERS_INTERNAL_HPP_
21#define _HARMONICNUMBERS_INTERNAL_HPP_
22
23#include "HarmonicNumbers.hpp"
24
25#include <cmath>
26
27namespace datasketches {
28
29template<typename A>
30double HarmonicNumbers<A>::getBitMapEstimate(const int bitVectorLength, const int numBitsSet) {
31 return (bitVectorLength * (harmonicNumber(bitVectorLength) - harmonicNumber(bitVectorLength - numBitsSet)));
32}
33
34static const int NUM_EXACT_HARMONIC_NUMBERS = 25;
35
36static double tableOfExactHarmonicNumbers[] = {
37 0.0, // 0
38 1.0, // 1
39 1.5, // 2
40 11.0 / 6.0, // 3
41 25.0 / 12.0, // 4
42 137.0 / 60.0, // 5
43 49.0 / 20.0, // 6
44 363.0 / 140.0, // 7
45 761.0 / 280.0, // 8
46 7129.0 / 2520.0, // 9
47 7381.0 / 2520.0, // 10
48 83711.0 / 27720.0, // 11
49 86021.0 / 27720.0, // 12
50 1145993.0 / 360360.0, // 13
51 1171733.0 / 360360.0, // 14
52 1195757.0 / 360360.0, // 15
53 2436559.0 / 720720.0, // 16
54 42142223.0 / 12252240.0, // 17
55 14274301.0 / 4084080.0, // 18
56 275295799.0 / 77597520.0, // 19
57 55835135.0 / 15519504.0, // 20
58 18858053.0 / 5173168.0, // 21
59 19093197.0 / 5173168.0, // 22
60 444316699.0 / 118982864.0, // 23
61 1347822955.0 / 356948592.0 // 24
62 };
63
64static const double EULER_MASCHERONI_CONSTANT = 0.577215664901532860606512090082;
65
66template<typename A>
67double HarmonicNumbers<A>::harmonicNumber(const uint64_t x_i) {
68 if (x_i < NUM_EXACT_HARMONIC_NUMBERS) {
69 return tableOfExactHarmonicNumbers[x_i];
70 } else {
71 double x = static_cast<double>(x_i);
72 double invSq = 1.0 / (x * x);
73 double sum = log(x) + EULER_MASCHERONI_CONSTANT + (1.0 / (2.0 * x));
74 /* note: the number of terms included from this series expansion is appropriate
75 for the size of the exact table (25) and the precision of doubles */
76 double pow = invSq; // now n^-2
77 sum -= pow * (1.0 / 12.0);
78 pow *= invSq; // now n^-4
79 sum += pow * (1.0 / 120.0);
80 pow *= invSq; /* now n^-6 */
81 sum -= pow * (1.0 / 252.0);
82 pow *= invSq; /* now n^-8 */
83 sum += pow * (1.0 / 240.0);
84 return sum;
85 }
86}
87
88}
89
90#endif // _HARMONICNUMBERS_INTERNAL_HPP_
DataSketches namespace.
Definition binomial_bounds.hpp:38