/src/libjxl/lib/jxl/enc_cluster.h
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1 | | // Copyright (c) the JPEG XL Project Authors. All rights reserved. |
2 | | // |
3 | | // Use of this source code is governed by a BSD-style |
4 | | // license that can be found in the LICENSE file. |
5 | | |
6 | | // Functions for clustering similar histograms together. |
7 | | |
8 | | #ifndef LIB_JXL_ENC_CLUSTER_H_ |
9 | | #define LIB_JXL_ENC_CLUSTER_H_ |
10 | | |
11 | | #include <cstddef> |
12 | | #include <cstdint> |
13 | | #include <cstring> |
14 | | #include <vector> |
15 | | |
16 | | #include "lib/jxl/base/common.h" |
17 | | #include "lib/jxl/base/status.h" |
18 | | #include "lib/jxl/enc_ans_params.h" |
19 | | |
20 | | namespace jxl { |
21 | | |
22 | | struct Histogram { |
23 | 0 | Histogram() { |
24 | 0 | total_count_ = 0; |
25 | 0 | entropy_ = 0.0; |
26 | 0 | } |
27 | 0 | void Clear() { |
28 | 0 | data_.clear(); |
29 | 0 | total_count_ = 0; |
30 | 0 | } |
31 | 0 | void Add(size_t symbol) { |
32 | 0 | if (data_.size() <= symbol) { |
33 | 0 | data_.resize(DivCeil(symbol + 1, kRounding) * kRounding); |
34 | 0 | } |
35 | 0 | ++data_[symbol]; |
36 | 0 | ++total_count_; |
37 | 0 | } |
38 | 0 | void AddHistogram(const Histogram& other) { |
39 | 0 | if (other.data_.size() > data_.size()) { |
40 | 0 | data_.resize(other.data_.size()); |
41 | 0 | } |
42 | 0 | for (size_t i = 0; i < other.data_.size(); ++i) { |
43 | 0 | data_[i] += other.data_[i]; |
44 | 0 | } |
45 | 0 | total_count_ += other.total_count_; |
46 | 0 | } |
47 | 0 | size_t alphabet_size() const { |
48 | 0 | for (int i = data_.size() - 1; i >= 0; --i) { |
49 | 0 | if (data_[i] > 0) { |
50 | 0 | return i + 1; |
51 | 0 | } |
52 | 0 | } |
53 | 0 | return 1; |
54 | 0 | } |
55 | | StatusOr<float> PopulationCost() const; |
56 | | float ShannonEntropy() const; |
57 | | |
58 | | std::vector<ANSHistBin> data_; |
59 | | size_t total_count_; |
60 | | mutable float entropy_; // WARNING: not kept up-to-date. |
61 | | static constexpr size_t kRounding = 8; |
62 | | }; |
63 | | |
64 | | Status ClusterHistograms(const HistogramParams& params, |
65 | | const std::vector<Histogram>& in, |
66 | | size_t max_histograms, std::vector<Histogram>* out, |
67 | | std::vector<uint32_t>* histogram_symbols); |
68 | | } // namespace jxl |
69 | | |
70 | | #endif // LIB_JXL_ENC_CLUSTER_H_ |