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1 | /* |
2 | (up to date version of the text is on discord) |
3 | |
4 | "Recognition By Compression" |
5 | |
6 | Components: |
7 | |
8 | -INPUT DATA - e. g. an image to compress |
9 | -It is a SEARCH for the best COMPRESSOR of the INPUT DATA |
10 | -a CURRENT BEST COMPRESSED VERSION of the input data [possibly updated when improvements are made] |
11 | -a COMPRESSED VERSION of data x is a PIECE OF CODE computing x |
12 | -a COMPRESSED LOSSY VERSION of data x is a PIECE OF CODE computing y |
13 | with diff(x, y) small |
14 | -SEARCH STRATEGIES (generators of ever improving scored compressed versions for some input data) |
15 | -Compression SCORERS (let's say simply by the size of the compressed version; this is for losslesss compressors) |
16 | (LOSSY compressions are difficult to score, TBD) |
17 | |
18 | Later: |
19 | -SEMANTIC LINKERS that make sense of a compressed version of an image |
20 | */ |
21 | |
22 | sclass RecognitionByCompression_v1 extends Meta {
|
23 | interface CompressionRegime<A> {
|
24 | byte[] decompressorToBytes(A decompressor); |
25 | A decompressorFromBytes(byte[] compressed); |
26 | byte[] runDecompressor(A a); |
27 | |
28 | default byte[] decompress(byte[] compressed) {
|
29 | ret runDecompressor(decompressorFromBytes(compressed)); |
30 | } |
31 | } |
32 | |
33 | class CompressionRegime_GZEval implements CompressionRegime<S> {
|
34 | public byte[] decompressorToBytes(S decompressor) {
|
35 | ret gzipBytes(toUtf8(decompressor)); |
36 | } |
37 | |
38 | public S decompressorFromBytes(byte[] compressed) {
|
39 | ret fromUtf8(gunzipBytes(compressed)); |
40 | } |
41 | |
42 | public byte[] runDecompressor(S code) {
|
43 | ret toByteArray(dm_javaEval(code)); |
44 | } |
45 | } |
46 | |
47 | class CompressorSearch<A> {
|
48 | class Submission {
|
49 | void setDecompressor(A decompressor) {
|
50 | this.decompressor_cache = decompressor; |
51 | } |
52 | |
53 | simplyCached byte[] compressed() {
|
54 | ret decompressor_cache == null ?: regime.decompressorToBytes(decompressor_cache); |
55 | } |
56 | |
57 | simplyCached A decompressor() {
|
58 | ret compressed_cache == null ?: regime.decompressorFromBytes(compressed_cache); |
59 | } |
60 | |
61 | int compressedSize() { ret l(compressed()); }
|
62 | |
63 | simplyCached double score() {
|
64 | ret doubleRatio(inputDataSize(), compressedSize()); |
65 | } |
66 | |
67 | simplyCached Bool correct() {
|
68 | ret byteArraysEqual(regime.runDecompressor(decompressor()), inputData); |
69 | } |
70 | } |
71 | |
72 | CompressionRegime<A> regime; |
73 | byte[] inputData; |
74 | new Best<Submission> best; |
75 | |
76 | *(CompressionRegime<A> *regime) {}
|
77 | *(CompressionRegime<A> *regime, byte[] *inputData) {}
|
78 | |
79 | int inputDataSize() { ret l(inputData); }
|
80 | |
81 | // can submit concurrently! |
82 | void submit(A compression) {
|
83 | if (compression == null) ret; |
84 | new Submission s; |
85 | s.setDecompressor(compression); |
86 | if (s.score() > best.score()) |
87 | if (!s.correct()) |
88 | warn("Compressor didn't verify");
|
89 | else |
90 | best.put(s, s.score()); |
91 | } |
92 | } |
93 | } |
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| Snippet ID: | #1033064 |
| Snippet name: | RecognitionByCompression_v1 |
| Eternal ID of this version: | #1033064/23 |
| Text MD5: | 7bd00f6c97a4427d2ea7d89c2d805891 |
| Transpilation MD5: | 9c2bf0840d4f8d80b91a66438c6d52c7 |
| Author: | stefan |
| Category: | javax / compression /pattern recognition |
| Type: | JavaX fragment (include) |
| Public (visible to everyone): | Yes |
| Archived (hidden from active list): | No |
| Created/modified: | 2021-10-12 23:11:43 |
| Source code size: | 2945 bytes / 93 lines |
| Pitched / IR pitched: | No / No |
| Views / Downloads: | 108 / 174 |
| Version history: | 22 change(s) |
| Referenced in: | [show references] |