feat: implement first version with some examples
584
Cargo.lock
generated
@ -17,6 +17,12 @@ version = "1.0.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "ahash"
|
||||
version = "0.8.11"
|
||||
@ -38,12 +44,6 @@ dependencies = [
|
||||
"memchr",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "aligned-vec"
|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "allocator-api2"
|
||||
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|
||||
@ -120,29 +120,6 @@ version = "1.0.86"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "arrayvec"
|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "async-trait"
|
||||
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|
||||
@ -169,29 +146,6 @@ version = "1.3.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "0c4b4d0bd25bd0b74681c0ad21497610ce1b7c91b1022cd21c80c6fbdd9476b0"
|
||||
|
||||
[[package]]
|
||||
name = "av1-grain"
|
||||
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|
||||
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|
||||
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|
||||
dependencies = [
|
||||
"anyhow",
|
||||
"arrayvec",
|
||||
"log",
|
||||
"nom",
|
||||
"num-rational 0.4.2",
|
||||
"v_frame",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "avif-serialize"
|
||||
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|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
dependencies = [
|
||||
"arrayvec",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "backtrace"
|
||||
version = "0.3.73"
|
||||
@ -202,7 +156,7 @@ dependencies = [
|
||||
"cc",
|
||||
"cfg-if",
|
||||
"libc",
|
||||
"miniz_oxide",
|
||||
"miniz_oxide 0.7.4",
|
||||
"object",
|
||||
"rustc-demangle",
|
||||
]
|
||||
@ -225,12 +179,6 @@ version = "1.6.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "8c3c1a368f70d6cf7302d78f8f7093da241fb8e8807c05cc9e51a125895a6d5b"
|
||||
|
||||
[[package]]
|
||||
name = "bit_field"
|
||||
version = "0.10.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "dc827186963e592360843fb5ba4b973e145841266c1357f7180c43526f2e5b61"
|
||||
|
||||
[[package]]
|
||||
name = "bitflags"
|
||||
version = "1.3.2"
|
||||
@ -246,12 +194,6 @@ dependencies = [
|
||||
"serde",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "bitstream-io"
|
||||
version = "2.5.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "bk-tree"
|
||||
version = "0.5.0"
|
||||
@ -271,12 +213,6 @@ dependencies = [
|
||||
"generic-array",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "built"
|
||||
version = "0.7.4"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "236e6289eda5a812bc6b53c3b024039382a2895fbbeef2d748b2931546d392c4"
|
||||
|
||||
[[package]]
|
||||
name = "bumpalo"
|
||||
version = "3.16.0"
|
||||
@ -295,12 +231,6 @@ version = "1.5.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
|
||||
|
||||
[[package]]
|
||||
name = "byteorder-lite"
|
||||
version = "0.1.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
|
||||
|
||||
[[package]]
|
||||
name = "bytes"
|
||||
version = "1.7.1"
|
||||
@ -348,20 +278,6 @@ name = "cc"
|
||||
version = "1.1.10"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "e9e8aabfac534be767c909e0690571677d49f41bd8465ae876fe043d52ba5292"
|
||||
dependencies = [
|
||||
"jobserver",
|
||||
"libc",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "cfg-expr"
|
||||
version = "0.15.8"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
dependencies = [
|
||||
"smallvec",
|
||||
"target-lexicon",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "cfg-if"
|
||||
@ -483,12 +399,6 @@ version = "0.8.20"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "22ec99545bb0ed0ea7bb9b8e1e9122ea386ff8a48c0922e43f36d45ab09e0e80"
|
||||
|
||||
[[package]]
|
||||
name = "crunchy"
|
||||
version = "0.2.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "crypto-common"
|
||||
version = "0.1.6"
|
||||
@ -534,6 +444,16 @@ dependencies = [
|
||||
"syn",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "deflate"
|
||||
version = "0.8.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "73770f8e1fe7d64df17ca66ad28994a0a623ea497fa69486e14984e715c5d174"
|
||||
dependencies = [
|
||||
"adler32",
|
||||
"byteorder",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "der"
|
||||
version = "0.7.9"
|
||||
@ -633,47 +553,12 @@ dependencies = [
|
||||
"pin-project-lite",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "exr"
|
||||
version = "1.72.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
dependencies = [
|
||||
"bit_field",
|
||||
"flume",
|
||||
"half",
|
||||
"lebe",
|
||||
"miniz_oxide",
|
||||
"rayon-core",
|
||||
"smallvec",
|
||||
"zune-inflate",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "fastrand"
|
||||
version = "2.1.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "9fc0510504f03c51ada170672ac806f1f105a88aa97a5281117e1ddc3368e51a"
|
||||
|
||||
[[package]]
|
||||
name = "fdeflate"
|
||||
version = "0.3.4"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
dependencies = [
|
||||
"simd-adler32",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "flate2"
|
||||
version = "1.0.31"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
dependencies = [
|
||||
"crc32fast",
|
||||
"miniz_oxide",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "flume"
|
||||
version = "0.11.0"
|
||||
@ -812,7 +697,7 @@ dependencies = [
|
||||
"env_logger",
|
||||
"futures",
|
||||
"hamming",
|
||||
"image 0.25.2",
|
||||
"image",
|
||||
"img_hash",
|
||||
"log",
|
||||
"serde",
|
||||
@ -845,9 +730,9 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "gif"
|
||||
version = "0.13.1"
|
||||
version = "0.11.4"
|
||||
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|
||||
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|
||||
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|
||||
dependencies = [
|
||||
"color_quant",
|
||||
"weezl",
|
||||
@ -859,16 +744,6 @@ version = "0.29.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "half"
|
||||
version = "2.4.1"
|
||||
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|
||||
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|
||||
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|
||||
"cfg-if",
|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "hamming"
|
||||
version = "0.1.3"
|
||||
@ -993,42 +868,14 @@ dependencies = [
|
||||
"bytemuck",
|
||||
"byteorder",
|
||||
"color_quant",
|
||||
"num-iter",
|
||||
"num-rational 0.3.2",
|
||||
"num-traits",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "image"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"color_quant",
|
||||
"exr",
|
||||
"gif",
|
||||
"image-webp",
|
||||
"jpeg-decoder",
|
||||
"num-iter",
|
||||
"num-rational",
|
||||
"num-traits",
|
||||
"png",
|
||||
"qoi",
|
||||
"ravif",
|
||||
"rayon",
|
||||
"rgb",
|
||||
"scoped_threadpool",
|
||||
"tiff",
|
||||
"zune-core",
|
||||
"zune-jpeg",
|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
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@ -1038,18 +885,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
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|
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||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
@ -1060,52 +901,26 @@ dependencies = [
|
||||
"hashbrown",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "js-sys"
|
||||
@ -1125,29 +940,12 @@ dependencies = [
|
||||
"spin",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "lebe"
|
||||
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|
||||
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||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
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|
||||
name = "version_check"
|
||||
version = "0.9.5"
|
||||
@ -2718,15 +2291,6 @@ version = "0.52.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
|
||||
|
||||
[[package]]
|
||||
name = "winnow"
|
||||
version = "0.6.18"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "68a9bda4691f099d435ad181000724da8e5899daa10713c2d432552b9ccd3a6f"
|
||||
dependencies = [
|
||||
"memchr",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "zerocopy"
|
||||
version = "0.7.35"
|
||||
@ -2753,27 +2317,3 @@ name = "zeroize"
|
||||
version = "1.8.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
|
||||
|
||||
[[package]]
|
||||
name = "zune-core"
|
||||
version = "0.4.12"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "3f423a2c17029964870cfaabb1f13dfab7d092a62a29a89264f4d36990ca414a"
|
||||
|
||||
[[package]]
|
||||
name = "zune-inflate"
|
||||
version = "0.2.54"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "73ab332fe2f6680068f3582b16a24f90ad7096d5d39b974d1c0aff0125116f02"
|
||||
dependencies = [
|
||||
"simd-adler32",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "zune-jpeg"
|
||||
version = "0.4.13"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "16099418600b4d8f028622f73ff6e3deaabdff330fb9a2a131dea781ee8b0768"
|
||||
dependencies = [
|
||||
"zune-core",
|
||||
]
|
||||
|
@ -14,9 +14,9 @@ env_logger = "0.11"
|
||||
serde = { version = "1.0", features = ["derive"] }
|
||||
serde_json = "1.0"
|
||||
tokio = { version = "1.39", features = ["full"] }
|
||||
image = "0.25"
|
||||
img_hash = "3.2"
|
||||
futures = "0.3"
|
||||
bk-tree = "0.5"
|
||||
hamming = "0.1"
|
||||
sqlx = { version = "0.8", features = [ "runtime-tokio", "migrate", "postgres" ] }
|
||||
image = ">=0.21,<0.24"
|
||||
|
BIN
example/page1_full.jpg
Normal file
After Width: | Height: | Size: 7.5 MiB |
BIN
example/page1_medium.jpg
Normal file
After Width: | Height: | Size: 121 KiB |
BIN
example/page1_small.jpg
Normal file
After Width: | Height: | Size: 7.2 KiB |
BIN
example/page2_full.jpg
Normal file
After Width: | Height: | Size: 144 KiB |
BIN
example/page2_medium.jpg
Normal file
After Width: | Height: | Size: 44 KiB |
BIN
example/page2_small.jpg
Normal file
After Width: | Height: | Size: 4.2 KiB |
BIN
example/page3_full.jpg
Normal file
After Width: | Height: | Size: 478 KiB |
BIN
example/page3_medium.jpg
Normal file
After Width: | Height: | Size: 128 KiB |
BIN
example/page3_small.jpg
Normal file
After Width: | Height: | Size: 7.6 KiB |
BIN
example/page4_full.jpg
Normal file
After Width: | Height: | Size: 636 KiB |
BIN
example/page4_medium.jpg
Normal file
After Width: | Height: | Size: 146 KiB |
BIN
example/page4_small.jpg
Normal file
After Width: | Height: | Size: 7.9 KiB |
BIN
example/page5_full.jpg
Normal file
After Width: | Height: | Size: 560 KiB |
BIN
example/page5_medium.jpg
Normal file
After Width: | Height: | Size: 142 KiB |
BIN
example/page5_small.jpg
Normal file
After Width: | Height: | Size: 9.3 KiB |
@ -1,6 +1,5 @@
|
||||
use sqlx::{Pool, Postgres};
|
||||
use sqlx::postgres::PgPoolOptions;
|
||||
use sqlx::sqlx_macros::migrate;
|
||||
|
||||
use sqlx::migrate::Migrator;
|
||||
|
||||
|
@ -1,2 +1,2 @@
|
||||
mod image;
|
||||
mod tree;
|
||||
pub mod image;
|
||||
pub mod tree;
|
@ -1,4 +1,7 @@
|
||||
pub async fn generate_hash<T>(img_reader: image::ImageReader<T>) -> anyhow::Result<i64> {
|
||||
use image;
|
||||
|
||||
pub async fn generate_hash(path: &str) -> anyhow::Result<i64> {
|
||||
let img = image::open(path)?;
|
||||
use img_hash::{HashAlg::Gradient, HasherConfig};
|
||||
|
||||
let img_hasher = HasherConfig::with_bytes_type::<[u8; 8]>()
|
||||
@ -7,15 +10,10 @@ pub async fn generate_hash<T>(img_reader: image::ImageReader<T>) -> anyhow::Resu
|
||||
.preproc_dct()
|
||||
.to_hasher();
|
||||
|
||||
let hash = tokio::task::spawn_blocking(move || -> anyhow::Result<i64, anyhow::Error> {
|
||||
let im = img_reader.decode()?;
|
||||
|
||||
let image_hash = img_hasher.hash_image(&im.into());
|
||||
let image_hash = img_hasher.hash_image(&img);
|
||||
let hash: [u8; 8] = image_hash.as_bytes().try_into()?;
|
||||
let hash = i64::from_be_bytes(hash);
|
||||
|
||||
Ok(hash)
|
||||
}).await??;
|
||||
|
||||
Ok(hash)
|
||||
}
|
||||
|
@ -4,7 +4,7 @@
|
||||
use std::sync::Arc;
|
||||
use tokio::sync::RwLock;
|
||||
use bk_tree::BKTree;
|
||||
use log::{debug, error, info};
|
||||
use log::{debug, error};
|
||||
use serde::{Deserialize, Serialize};
|
||||
|
||||
/// A BKTree wrapper to cover common operations.
|
||||
@ -14,7 +14,7 @@ pub struct Tree {
|
||||
}
|
||||
|
||||
/// A hash and distance pair. May be used for searching or in search results.
|
||||
#[derive(serde::Serialize)]
|
||||
#[derive(serde::Serialize, Debug)]
|
||||
pub struct HashDistance {
|
||||
pub hash: i64,
|
||||
pub distance: u32,
|
||||
@ -28,35 +28,6 @@ impl Tree {
|
||||
}
|
||||
}
|
||||
|
||||
/// Replace tree contents with the results of a SQL query.
|
||||
///
|
||||
/// The tree is only replaced after it finishes loading, leaving stale/empty
|
||||
/// data available while running.
|
||||
pub(crate) async fn reload(&self) -> anyhow::Result<()> {
|
||||
let mut new_tree = BKTree::new(Hamming);
|
||||
let mut rows; // TODO get all row hashes!
|
||||
|
||||
let mut count = 0;
|
||||
|
||||
while let Some(row) = rows.try_next().await? {
|
||||
let node: Node = row.get::<i64, _>(0).into();
|
||||
|
||||
if new_tree.find_exact(&node).is_none() {
|
||||
new_tree.add(node);
|
||||
}
|
||||
|
||||
count += 1;
|
||||
if count % 250_000 == 0 {
|
||||
debug!("loaded more rows");
|
||||
}
|
||||
}
|
||||
|
||||
let mut tree = self.tree.write().await;
|
||||
*tree = new_tree;
|
||||
|
||||
Ok(())
|
||||
}
|
||||
|
||||
/// Add a hash to the tree, returning if it already existed.
|
||||
pub async fn add(&self, hash: i64) -> bool {
|
||||
let node = Node::from(hash);
|
||||
|
26
src/main.rs
@ -1,8 +1,32 @@
|
||||
use std::fs;
|
||||
use crate::fuzzy::tree::HashDistance;
|
||||
|
||||
mod fuzzy;
|
||||
mod db;
|
||||
|
||||
|
||||
fn main() {
|
||||
#[tokio::main]
|
||||
async fn main() {
|
||||
_ = env_logger::builder().is_test(true).try_init();
|
||||
let paths = fs::read_dir("./example").unwrap();
|
||||
let tree = fuzzy::tree::Tree::new();
|
||||
|
||||
for path in paths {
|
||||
let hash = fuzzy::image::generate_hash(path.unwrap().path().to_str().unwrap()).await.unwrap();
|
||||
println!("{}", hash);
|
||||
tree.add(hash).await;
|
||||
}
|
||||
|
||||
let paths = fs::read_dir("./example").unwrap();
|
||||
for path in paths {
|
||||
let path_str = path.unwrap().path();
|
||||
let hash = fuzzy::image::generate_hash(path_str.to_str().unwrap()).await.unwrap();
|
||||
let founds = tree.find(vec![HashDistance{
|
||||
distance: 10,
|
||||
hash
|
||||
}]).await;
|
||||
|
||||
println!("{} -> {:?}", path_str.to_str().unwrap(), founds)
|
||||
}
|
||||
|
||||
}
|
||||
|