/root/doris/be/src/util/quantile_state.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 <stddef.h> |
21 | | #include <stdint.h> |
22 | | |
23 | | #include <algorithm> |
24 | | #include <memory> |
25 | | #include <vector> |
26 | | |
27 | | #include "slice.h" |
28 | | |
29 | | namespace doris { |
30 | | |
31 | | class TDigest; |
32 | | |
33 | | const static int QUANTILE_STATE_EXPLICIT_NUM = 2048; |
34 | | const static int QUANTILE_STATE_COMPRESSION_MIN = 2048; |
35 | | const static int QUANTILE_STATE_COMPRESSION_MAX = 10000; |
36 | | |
37 | | enum QuantileStateType { |
38 | | EMPTY = 0, |
39 | | SINGLE = 1, // single element |
40 | | EXPLICIT = 2, // more than one elements,stored in vector |
41 | | TDIGEST = 3 // TDIGEST object |
42 | | }; |
43 | | |
44 | | class QuantileState { |
45 | | public: |
46 | | QuantileState(); |
47 | | explicit QuantileState(float compression); |
48 | | explicit QuantileState(const Slice& slice); |
49 | 0 | QuantileState& operator=(const QuantileState& other) noexcept = default; |
50 | 44.0k | QuantileState(const QuantileState& other) noexcept = default; |
51 | 0 | QuantileState& operator=(QuantileState&& other) noexcept = default; |
52 | 34.8k | QuantileState(QuantileState&& other) noexcept = default; |
53 | | |
54 | | void set_compression(float compression); |
55 | | bool deserialize(const Slice& slice); |
56 | | size_t serialize(uint8_t* dst) const; |
57 | | void merge(const QuantileState& other); |
58 | | void add_value(const double& value); |
59 | | void clear(); |
60 | | bool is_valid(const Slice& slice); |
61 | | size_t get_serialized_size(); |
62 | | double get_value_by_percentile(float percentile) const; |
63 | | double get_explicit_value_by_percentile(float percentile) const; |
64 | 200k | ~QuantileState() = default; |
65 | | |
66 | | private: |
67 | | QuantileStateType _type = EMPTY; |
68 | | std::shared_ptr<TDigest> _tdigest_ptr; |
69 | | double _single_data; |
70 | | std::vector<double> _explicit_data; |
71 | | float _compression; |
72 | | }; |
73 | | |
74 | | } // namespace doris |