149 lines
4 KiB
Nix
149 lines
4 KiB
Nix
{ lib
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, stdenv
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, buildPythonPackage
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, cargo
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, datasets
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, fetchFromGitHub
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, fetchurl
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, libiconv
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, numpy
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, openssl
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, pkg-config
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, pytestCheckHook
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, pythonOlder
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, requests
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, rustPlatform
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, rustc
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, Security
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, setuptools-rust
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}:
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let
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# See https://github.com/huggingface/tokenizers/blob/main/bindings/python/tests/utils.py for details
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# about URLs and file names
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robertaVocab = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/roberta-base-vocab.json";
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sha256 = "0m86wpkfb2gdh9x9i9ng2fvwk1rva4p0s98xw996nrjxs7166zwy";
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};
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robertaMerges = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/roberta-base-merges.txt";
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sha256 = "1idd4rvkpqqbks51i2vjbd928inw7slij9l4r063w3y5fd3ndq8w";
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};
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albertVocab = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/albert-base-v1-tokenizer.json";
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sha256 = "1hra9pn8rczx7378z88zjclw2qsdrdwq20m56sy42s2crbas6akf";
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};
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bertVocab = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-uncased-vocab.txt";
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sha256 = "18rq42cmqa8zanydsbzrb34xwy4l6cz1y900r4kls57cbhvyvv07";
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};
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norvigBig = fetchurl {
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url = "https://norvig.com/big.txt";
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sha256 = "0yz80icdly7na03cfpl0nfk5h3j3cam55rj486n03wph81ynq1ps";
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};
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docPipelineTokenizer = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/anthony/doc-pipeline/tokenizer.json";
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hash = "sha256-i533xC8J5CDMNxBjo+p6avIM8UOcui8RmGAmK0GmfBc=";
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};
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docQuicktourTokenizer = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/anthony/doc-quicktour/tokenizer.json";
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hash = "sha256-ipY9d5DR5nxoO6kj7rItueZ9AO5wq9+Nzr6GuEIfIBI=";
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};
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openaiVocab = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/openai-gpt-vocab.json";
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sha256 = "0y40gc9bixj5rxv674br1rxmxkd3ly29p80x1596h8yywwcrpx7x";
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};
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openaiMerges = fetchurl {
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url = "https://s3.amazonaws.com/models.huggingface.co/bert/openai-gpt-merges.txt";
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sha256 = "09a754pm4djjglv3x5pkgwd6f79i2rq8ydg0f7c3q1wmwqdbba8f";
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};
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in
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buildPythonPackage rec {
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pname = "tokenizers";
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version = "0.13.3";
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "huggingface";
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repo = pname;
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rev = "python-v${version}";
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hash = "sha256-QZG5jmr3vbyQs4mVBjwVDR31O66dUM+p39R0htJ1umk=";
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};
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postPatch = ''
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ln -s ${./Cargo.lock} Cargo.lock
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'';
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cargoDeps = rustPlatform.importCargoLock {
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lockFile = ./Cargo.lock;
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};
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sourceRoot = "${src.name}/bindings/python";
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nativeBuildInputs = [
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pkg-config
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setuptools-rust
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rustPlatform.cargoSetupHook
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cargo
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rustc
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];
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buildInputs = [
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openssl
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] ++ lib.optionals stdenv.isDarwin [
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libiconv
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Security
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];
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propagatedBuildInputs = [
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numpy
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];
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nativeCheckInputs = [
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datasets
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pytestCheckHook
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requests
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];
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postUnpack = ''
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# Add data files for tests, otherwise tests attempt network access
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mkdir $sourceRoot/tests/data
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( cd $sourceRoot/tests/data
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ln -s ${robertaVocab} roberta-base-vocab.json
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ln -s ${robertaMerges} roberta-base-merges.txt
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ln -s ${albertVocab} albert-base-v1-tokenizer.json
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ln -s ${bertVocab} bert-base-uncased-vocab.txt
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ln -s ${docPipelineTokenizer} bert-wiki.json
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ln -s ${docQuicktourTokenizer} tokenizer-wiki.json
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ln -s ${norvigBig} big.txt
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ln -s ${openaiVocab} openai-gpt-vocab.json
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ln -s ${openaiMerges} openai-gpt-merges.txt )
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'';
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preCheck = ''
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export HOME=$(mktemp -d);
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'';
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pythonImportsCheck = [
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"tokenizers"
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];
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disabledTests = [
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# Downloads data using the datasets module
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"TestTrainFromIterators"
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# Those tests require more data
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"test_from_pretrained"
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"test_from_pretrained_revision"
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"test_continuing_prefix_trainer_mistmatch"
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];
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meta = with lib; {
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description = "Fast State-of-the-Art Tokenizers optimized for Research and Production";
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homepage = "https://github.com/huggingface/tokenizers";
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license = licenses.asl20;
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maintainers = with maintainers; [ ];
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platforms = platforms.unix;
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};
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}
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