/root/doris/be/src/util/counts.h
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1 | | // Licensed to the Apache Software Foundation (ASF) under one |
2 | | // or more contributor license agreements. See the NOTICE file |
3 | | // distributed with this work for additional information |
4 | | // regarding copyright ownership. The ASF licenses this file |
5 | | // to you under the Apache License, Version 2.0 (the |
6 | | // "License"); you may not use this file except in compliance |
7 | | // with the License. You may obtain a copy of the License at |
8 | | // |
9 | | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | | // |
11 | | // Unless required by applicable law or agreed to in writing, |
12 | | // software distributed under the License is distributed on an |
13 | | // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
14 | | // KIND, either express or implied. See the License for the |
15 | | // specific language governing permissions and limitations |
16 | | // under the License. |
17 | | |
18 | | #pragma once |
19 | | |
20 | | #include <algorithm> |
21 | | #include <cmath> |
22 | | #include <unordered_map> |
23 | | #include <vector> |
24 | | |
25 | | #include "udf/udf.h" |
26 | | |
27 | | namespace doris { |
28 | | |
29 | | class Counts { |
30 | | public: |
31 | 3 | Counts() = default; |
32 | | |
33 | 1 | inline void merge(const Counts* other) { |
34 | 1 | if (other == nullptr || other->_counts.empty()) { |
35 | 0 | return; |
36 | 0 | } |
37 | | |
38 | 5 | for (auto& cell : other->_counts) { |
39 | 5 | increment(cell.first, cell.second); |
40 | 5 | } |
41 | 1 | } |
42 | | |
43 | 17 | void increment(int64_t key, uint32_t i) { |
44 | 17 | auto item = _counts.find(key); |
45 | 17 | if (item != _counts.end()) { |
46 | 2 | item->second += i; |
47 | 15 | } else { |
48 | 15 | _counts.emplace(std::make_pair(key, i)); |
49 | 15 | } |
50 | 17 | } |
51 | | |
52 | 1 | uint32_t serialized_size() const { |
53 | 1 | return sizeof(uint32_t) + sizeof(int64_t) * _counts.size() + |
54 | 1 | sizeof(uint32_t) * _counts.size(); |
55 | 1 | } |
56 | | |
57 | 1 | void serialize(uint8_t* writer) const { |
58 | 1 | uint32_t size = _counts.size(); |
59 | 1 | memcpy(writer, &size, sizeof(uint32_t)); |
60 | 1 | writer += sizeof(uint32_t); |
61 | 6 | for (auto& cell : _counts) { |
62 | 6 | memcpy(writer, &cell.first, sizeof(int64_t)); |
63 | 6 | writer += sizeof(int64_t); |
64 | 6 | memcpy(writer, &cell.second, sizeof(uint32_t)); |
65 | 6 | writer += sizeof(uint32_t); |
66 | 6 | } |
67 | 1 | } |
68 | | |
69 | 1 | void unserialize(const uint8_t* type_reader) { |
70 | 1 | uint32_t size; |
71 | 1 | memcpy(&size, type_reader, sizeof(uint32_t)); |
72 | 1 | type_reader += sizeof(uint32_t); |
73 | 7 | for (uint32_t i = 0; i < size; ++i) { |
74 | 6 | int64_t key; |
75 | 6 | uint32_t count; |
76 | 6 | memcpy(&key, type_reader, sizeof(int64_t)); |
77 | 6 | type_reader += sizeof(int64_t); |
78 | 6 | memcpy(&count, type_reader, sizeof(uint32_t)); |
79 | 6 | type_reader += sizeof(uint32_t); |
80 | 6 | _counts.emplace(std::make_pair(key, count)); |
81 | 6 | } |
82 | 1 | } |
83 | | |
84 | | double get_percentile(std::vector<std::pair<int64_t, uint32_t>>& counts, |
85 | 3 | double position) const { |
86 | 3 | long lower = long(std::floor(position)); |
87 | 3 | long higher = long(std::ceil(position)); |
88 | | |
89 | 3 | auto iter = counts.begin(); |
90 | 5 | for (; iter != counts.end() && iter->second < lower + 1; ++iter) |
91 | 2 | ; |
92 | | |
93 | 3 | int64_t lower_key = iter->first; |
94 | 3 | if (higher == lower) { |
95 | 0 | return lower_key; |
96 | 0 | } |
97 | | |
98 | 3 | if (iter->second < higher + 1) { |
99 | 1 | iter++; |
100 | 1 | } |
101 | | |
102 | 3 | int64_t higher_key = iter->first; |
103 | 3 | if (lower_key == higher_key) { |
104 | 2 | return lower_key; |
105 | 2 | } |
106 | | |
107 | 1 | return (higher - position) * lower_key + (position - lower) * higher_key; |
108 | 3 | } |
109 | | |
110 | 3 | double terminate(double quantile) const { |
111 | 3 | if (_counts.empty()) { |
112 | | // Although set null here, but the value is 0.0 and the call method just |
113 | | // get val in aggregate_function_percentile_approx.h |
114 | 0 | return 0.0; |
115 | 0 | } |
116 | | |
117 | 3 | std::vector<std::pair<int64_t, uint32_t>> elems(_counts.begin(), _counts.end()); |
118 | 3 | sort(elems.begin(), elems.end(), |
119 | 53 | [](const std::pair<int64_t, uint32_t> l, const std::pair<int64_t, uint32_t> r) { |
120 | 53 | return l.first < r.first; |
121 | 53 | }); |
122 | | |
123 | 3 | long total = 0; |
124 | 22 | for (auto& cell : elems) { |
125 | 22 | total += cell.second; |
126 | 22 | cell.second = total; |
127 | 22 | } |
128 | | |
129 | 3 | long max_position = total - 1; |
130 | 3 | double position = max_position * quantile; |
131 | 3 | return get_percentile(elems, position); |
132 | 3 | } |
133 | | |
134 | | private: |
135 | | std::unordered_map<int64_t, uint32_t> _counts; |
136 | | }; |
137 | | |
138 | | } // namespace doris |