feat: dataset dataloader
This commit is contained in:
parent
c0d5765da6
commit
9b0a8bc1af
SSH key fingerprint:
SHA256:kZEpW8cMJ54PDeCvOhzreNr4FSh6R13CMGH/POoO8DI
5
.vscode/launch.json
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.vscode/launch.json
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@ -5,12 +5,9 @@
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"name": "Python: Current File",
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"type": "python",
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"request": "launch",
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"program": "${workspaceFolder}/src/main.py",
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"program": "${file}",
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"console": "integratedTerminal",
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"justMyCode": true,
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"env": {
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"PYGAME_HIDE_SUPPORT_PROMPT": "hide"
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}
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}
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]
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}
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flake.nix
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flake.nix
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@ -10,7 +10,13 @@
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flake-utils.lib.eachDefaultSystem (system:
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let pkgs = nixpkgs.legacyPackages.${system};
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in {
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devShell =
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pkgs.mkShell { buildInputs = with pkgs; [ poetry python3 ]; };
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devShell = pkgs.mkShell {
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buildInputs = with pkgs; [
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poetry
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python3
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python310Packages.numpy
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python310Packages.datasets
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];
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};
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});
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}
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846
poetry.lock
generated
846
poetry.lock
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@ -1,5 +1,63 @@
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# This file is automatically @generated by Poetry and should not be changed by hand.
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[[package]]
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name = "aiohttp"
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version = "3.7.4.post0"
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description = "Async http client/server framework (asyncio)"
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category = "main"
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optional = false
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python-versions = ">=3.6"
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files = [
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{file = "aiohttp-3.7.4.post0-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:3cf75f7cdc2397ed4442594b935a11ed5569961333d49b7539ea741be2cc79d5"},
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{file = "aiohttp-3.7.4.post0-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:393f389841e8f2dfc86f774ad22f00923fdee66d238af89b70ea314c4aefd290"},
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{file = "aiohttp-3.7.4.post0-cp36-cp36m-win32.whl", hash = "sha256:3d78619672183be860b96ed96f533046ec97ca067fd46ac1f6a09cd9b7484287"},
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{file = "aiohttp-3.7.4.post0-cp36-cp36m-win_amd64.whl", hash = "sha256:f705e12750171c0ab4ef2a3c76b9a4024a62c4103e3a55dd6f99265b9bc6fcfc"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:230a8f7e24298dea47659251abc0fd8b3c4e38a664c59d4b89cca7f6c09c9e87"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:2e19413bf84934d651344783c9f5e22dee452e251cfd220ebadbed2d9931dbf0"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:e4b2b334e68b18ac9817d828ba44d8fcb391f6acb398bcc5062b14b2cbeac970"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:d012ad7911653a906425d8473a1465caa9f8dea7fcf07b6d870397b774ea7c0f"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_ppc64le.whl", hash = "sha256:40eced07f07a9e60e825554a31f923e8d3997cfc7fb31dbc1328c70826e04cde"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_s390x.whl", hash = "sha256:209b4a8ee987eccc91e2bd3ac36adee0e53a5970b8ac52c273f7f8fd4872c94c"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:14762875b22d0055f05d12abc7f7d61d5fd4fe4642ce1a249abdf8c700bf1fd8"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-win32.whl", hash = "sha256:7615dab56bb07bff74bc865307aeb89a8bfd9941d2ef9d817b9436da3a0ea54f"},
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{file = "aiohttp-3.7.4.post0-cp37-cp37m-win_amd64.whl", hash = "sha256:d9e13b33afd39ddeb377eff2c1c4f00544e191e1d1dee5b6c51ddee8ea6f0cf5"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:547da6cacac20666422d4882cfcd51298d45f7ccb60a04ec27424d2f36ba3eaf"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux1_i686.whl", hash = "sha256:af9aa9ef5ba1fd5b8c948bb11f44891968ab30356d65fd0cc6707d989cd521df"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:64322071e046020e8797117b3658b9c2f80e3267daec409b350b6a7a05041213"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:bb437315738aa441251214dad17428cafda9cdc9729499f1d6001748e1d432f4"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux2014_ppc64le.whl", hash = "sha256:e54962802d4b8b18b6207d4a927032826af39395a3bd9196a5af43fc4e60b009"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux2014_s390x.whl", hash = "sha256:a00bb73540af068ca7390e636c01cbc4f644961896fa9363154ff43fd37af2f5"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:79ebfc238612123a713a457d92afb4096e2148be17df6c50fb9bf7a81c2f8013"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-win32.whl", hash = "sha256:515dfef7f869a0feb2afee66b957cc7bbe9ad0cdee45aec7fdc623f4ecd4fb16"},
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{file = "aiohttp-3.7.4.post0-cp38-cp38-win_amd64.whl", hash = "sha256:114b281e4d68302a324dd33abb04778e8557d88947875cbf4e842c2c01a030c5"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:7b18b97cf8ee5452fa5f4e3af95d01d84d86d32c5e2bfa260cf041749d66360b"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux1_i686.whl", hash = "sha256:15492a6368d985b76a2a5fdd2166cddfea5d24e69eefed4630cbaae5c81d89bd"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bdb230b4943891321e06fc7def63c7aace16095be7d9cf3b1e01be2f10fba439"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:cffe3ab27871bc3ea47df5d8f7013945712c46a3cc5a95b6bee15887f1675c22"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_ppc64le.whl", hash = "sha256:f881853d2643a29e643609da57b96d5f9c9b93f62429dcc1cbb413c7d07f0e1a"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_s390x.whl", hash = "sha256:a5ca29ee66f8343ed336816c553e82d6cade48a3ad702b9ffa6125d187e2dedb"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:17c073de315745a1510393a96e680d20af8e67e324f70b42accbd4cb3315c9fb"},
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||||
{file = "aiohttp-3.7.4.post0-cp39-cp39-win32.whl", hash = "sha256:932bb1ea39a54e9ea27fc9232163059a0b8855256f4052e776357ad9add6f1c9"},
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{file = "aiohttp-3.7.4.post0-cp39-cp39-win_amd64.whl", hash = "sha256:02f46fc0e3c5ac58b80d4d56eb0a7c7d97fcef69ace9326289fb9f1955e65cfe"},
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{file = "aiohttp-3.7.4.post0.tar.gz", hash = "sha256:493d3299ebe5f5a7c66b9819eacdcfbbaaf1a8e84911ddffcdc48888497afecf"},
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]
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[package.dependencies]
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async-timeout = ">=3.0,<4.0"
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attrs = ">=17.3.0"
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chardet = ">=2.0,<5.0"
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multidict = ">=4.5,<7.0"
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typing-extensions = ">=3.6.5"
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yarl = ">=1.0,<2.0"
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[package.extras]
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speedups = ["aiodns", "brotlipy", "cchardet"]
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[[package]]
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name = "albumentations"
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version = "1.3.0"
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@ -55,6 +113,37 @@ six = "*"
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[package.extras]
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test = ["astroid", "pytest"]
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[[package]]
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name = "async-timeout"
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version = "3.0.1"
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description = "Timeout context manager for asyncio programs"
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category = "main"
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optional = false
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python-versions = ">=3.5.3"
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files = [
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{file = "async-timeout-3.0.1.tar.gz", hash = "sha256:0c3c816a028d47f659d6ff5c745cb2acf1f966da1fe5c19c77a70282b25f4c5f"},
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{file = "async_timeout-3.0.1-py3-none-any.whl", hash = "sha256:4291ca197d287d274d0b6cb5d6f8f8f82d434ed288f962539ff18cc9012f9ea3"},
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]
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[[package]]
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name = "attrs"
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version = "22.2.0"
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description = "Classes Without Boilerplate"
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category = "main"
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optional = false
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python-versions = ">=3.6"
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files = [
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{file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"},
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{file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"},
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]
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[package.extras]
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cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
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dev = ["attrs[docs,tests]"]
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docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
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tests = ["attrs[tests-no-zope]", "zope.interface"]
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tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
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[[package]]
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name = "backcall"
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version = "0.2.0"
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@ -126,6 +215,18 @@ d = ["aiohttp (>=3.7.4)"]
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jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
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uvloop = ["uvloop (>=0.15.2)"]
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[[package]]
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name = "certifi"
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version = "2022.12.7"
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description = "Python package for providing Mozilla's CA Bundle."
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category = "main"
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optional = false
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python-versions = ">=3.6"
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files = [
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{file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
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{file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
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]
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[[package]]
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name = "cffi"
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version = "1.15.1"
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@ -215,6 +316,116 @@ files = [
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{file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"},
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]
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[[package]]
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name = "chardet"
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version = "4.0.0"
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description = "Universal encoding detector for Python 2 and 3"
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category = "main"
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optional = false
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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files = [
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{file = "chardet-4.0.0-py2.py3-none-any.whl", hash = "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"},
|
||||
{file = "chardet-4.0.0.tar.gz", hash = "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa"},
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]
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[[package]]
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name = "charset-normalizer"
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version = "3.0.1"
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description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
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category = "main"
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optional = false
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python-versions = "*"
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files = [
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{file = "charset-normalizer-3.0.1.tar.gz", hash = "sha256:ebea339af930f8ca5d7a699b921106c6e29c617fe9606fa7baa043c1cdae326f"},
|
||||
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|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c75ffc45f25324e68ab238cb4b5c0a38cd1c3d7f1fb1f72b5541de469e2247db"},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70990b9c51340e4044cfc394a81f614f3f90d41397104d226f21e66de668730d"},
|
||||
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|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:2edb64ee7bf1ed524a1da60cdcd2e1f6e2b4f66ef7c077680739f1641f62f555"},
|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:31a9ddf4718d10ae04d9b18801bd776693487cbb57d74cc3458a7673f6f34639"},
|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:44ba614de5361b3e5278e1241fda3dc1838deed864b50a10d7ce92983797fa76"},
|
||||
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|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c512accbd6ff0270939b9ac214b84fb5ada5f0409c44298361b2f5e13f9aed9e"},
|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-win32.whl", hash = "sha256:502218f52498a36d6bf5ea77081844017bf7982cdbe521ad85e64cabee1b608b"},
|
||||
{file = "charset_normalizer-3.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:601f36512f9e28f029d9481bdaf8e89e5148ac5d89cffd3b05cd533eeb423b59"},
|
||||
{file = "charset_normalizer-3.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0298eafff88c99982a4cf66ba2efa1128e4ddaca0b05eec4c456bbc7db691d8d"},
|
||||
{file = "charset_normalizer-3.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a8d0fc946c784ff7f7c3742310cc8a57c5c6dc31631269876a88b809dbeff3d3"},
|
||||
{file = "charset_normalizer-3.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:87701167f2a5c930b403e9756fab1d31d4d4da52856143b609e30a1ce7160f3c"},
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|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "click"
|
||||
version = "8.1.3"
|
||||
|
|
@ -234,7 +445,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
|||
name = "colorama"
|
||||
version = "0.4.6"
|
||||
description = "Cross-platform colored terminal text."
|
||||
category = "dev"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
|
||||
files = [
|
||||
|
|
@ -362,6 +573,49 @@ files = [
|
|||
{file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
|
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]
|
||||
|
||||
[[package]]
|
||||
name = "datasets"
|
||||
version = "2.9.0"
|
||||
description = "HuggingFace community-driven open-source library of datasets"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7.0"
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files = [
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|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
aiohttp = "*"
|
||||
dill = "<0.3.7"
|
||||
fsspec = {version = ">=2021.11.1", extras = ["http"]}
|
||||
huggingface-hub = ">=0.2.0,<1.0.0"
|
||||
multiprocess = "*"
|
||||
numpy = ">=1.17"
|
||||
packaging = "*"
|
||||
pandas = "*"
|
||||
pyarrow = ">=6.0.0"
|
||||
pyyaml = ">=5.1"
|
||||
requests = ">=2.19.0"
|
||||
responses = "<0.19"
|
||||
tqdm = ">=4.62.1"
|
||||
xxhash = "*"
|
||||
|
||||
[package.extras]
|
||||
apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
|
||||
audio = ["librosa"]
|
||||
benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.7.1)", "transformers (==3.0.2)"]
|
||||
dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=22.0,<23.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
|
||||
docs = ["s3fs"]
|
||||
metrics-tests = ["Werkzeug (>=1.0.1)", "bert-score (>=0.3.6)", "jiwer", "langdetect", "mauve-text", "nltk", "requests-file (>=1.5.1)", "rouge-score", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "spacy (>=3.0.0)", "sqlalchemy", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "typer (<0.5.0)"]
|
||||
quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
|
||||
s3 = ["s3fs"]
|
||||
tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
|
||||
tensorflow-gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
|
||||
tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
|
||||
torch = ["torch"]
|
||||
vision = ["Pillow (>=6.2.1)"]
|
||||
|
||||
[[package]]
|
||||
name = "debugpy"
|
||||
version = "1.6.6"
|
||||
|
|
@ -402,6 +656,21 @@ files = [
|
|||
{file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "dill"
|
||||
version = "0.3.6"
|
||||
description = "serialize all of python"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "dill-0.3.6-py3-none-any.whl", hash = "sha256:a07ffd2351b8c678dfc4a856a3005f8067aea51d6ba6c700796a4d9e280f39f0"},
|
||||
{file = "dill-0.3.6.tar.gz", hash = "sha256:e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
graph = ["objgraph (>=1.7.2)"]
|
||||
|
||||
[[package]]
|
||||
name = "distlib"
|
||||
version = "0.3.6"
|
||||
|
|
@ -433,7 +702,7 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
|
|||
name = "filelock"
|
||||
version = "3.9.0"
|
||||
description = "A platform independent file lock."
|
||||
category = "dev"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
|
|
@ -522,6 +791,45 @@ ufo = ["fs (>=2.2.0,<3)"]
|
|||
unicode = ["unicodedata2 (>=14.0.0)"]
|
||||
woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
|
||||
|
||||
[[package]]
|
||||
name = "fsspec"
|
||||
version = "2023.1.0"
|
||||
description = "File-system specification"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "fsspec-2023.1.0-py3-none-any.whl", hash = "sha256:b833e2e541e9e8cde0ab549414187871243177feb3d344f9d27b25a93f5d8139"},
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||||
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|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
|
||||
requests = {version = "*", optional = true, markers = "extra == \"http\""}
|
||||
|
||||
[package.extras]
|
||||
abfs = ["adlfs"]
|
||||
adl = ["adlfs"]
|
||||
arrow = ["pyarrow (>=1)"]
|
||||
dask = ["dask", "distributed"]
|
||||
dropbox = ["dropbox", "dropboxdrivefs", "requests"]
|
||||
entrypoints = ["importlib-metadata"]
|
||||
fuse = ["fusepy"]
|
||||
gcs = ["gcsfs"]
|
||||
git = ["pygit2"]
|
||||
github = ["requests"]
|
||||
gs = ["gcsfs"]
|
||||
gui = ["panel"]
|
||||
hdfs = ["pyarrow (>=1)"]
|
||||
http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
|
||||
libarchive = ["libarchive-c"]
|
||||
oci = ["ocifs"]
|
||||
s3 = ["s3fs"]
|
||||
sftp = ["paramiko"]
|
||||
smb = ["smbprotocol"]
|
||||
ssh = ["paramiko"]
|
||||
tqdm = ["tqdm"]
|
||||
|
||||
[[package]]
|
||||
name = "gitdb"
|
||||
version = "4.0.10"
|
||||
|
|
@ -552,6 +860,37 @@ files = [
|
|||
[package.dependencies]
|
||||
gitdb = ">=4.0.1,<5"
|
||||
|
||||
[[package]]
|
||||
name = "huggingface-hub"
|
||||
version = "0.12.0"
|
||||
description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7.0"
|
||||
files = [
|
||||
{file = "huggingface_hub-0.12.0-py3-none-any.whl", hash = "sha256:93809eabbfb2058a808bddf8b2a70f645de3f9df73ce87ddf5163d4c74b71c0c"},
|
||||
{file = "huggingface_hub-0.12.0.tar.gz", hash = "sha256:da82c9ec8f9d8f976ffd3fd8249d20bb35c2dd3145a9f7ca1106f0ebefd9afa0"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
filelock = "*"
|
||||
packaging = ">=20.9"
|
||||
pyyaml = ">=5.1"
|
||||
requests = "*"
|
||||
tqdm = ">=4.42.1"
|
||||
typing-extensions = ">=3.7.4.3"
|
||||
|
||||
[package.extras]
|
||||
all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
|
||||
cli = ["InquirerPy (==0.3.4)"]
|
||||
dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
|
||||
fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
|
||||
quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy (==0.982)"]
|
||||
tensorflow = ["graphviz", "pydot", "tensorflow"]
|
||||
testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile"]
|
||||
torch = ["torch"]
|
||||
typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
|
||||
|
||||
[[package]]
|
||||
name = "identify"
|
||||
version = "2.5.15"
|
||||
|
|
@ -567,6 +906,18 @@ files = [
|
|||
[package.extras]
|
||||
license = ["ukkonen"]
|
||||
|
||||
[[package]]
|
||||
name = "idna"
|
||||
version = "3.4"
|
||||
description = "Internationalized Domain Names in Applications (IDNA)"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.5"
|
||||
files = [
|
||||
{file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
|
||||
{file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "imageio"
|
||||
version = "2.25.0"
|
||||
|
|
@ -954,6 +1305,117 @@ files = [
|
|||
{file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "multidict"
|
||||
version = "6.0.4"
|
||||
description = "multidict implementation"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
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||||
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||||
{file = "pyarrow-11.0.0.tar.gz", hash = "sha256:5461c57dbdb211a632a48facb9b39bbeb8a7905ec95d768078525283caef5f6d"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
numpy = ">=1.16.6"
|
||||
|
||||
[[package]]
|
||||
name = "pycodestyle"
|
||||
version = "2.9.1"
|
||||
|
|
@ -1540,7 +2089,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
|
|||
name = "python-dateutil"
|
||||
version = "2.8.2"
|
||||
description = "Extensions to the standard Python datetime module"
|
||||
category = "dev"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
|
||||
files = [
|
||||
|
|
@ -1551,6 +2100,18 @@ files = [
|
|||
[package.dependencies]
|
||||
six = ">=1.5"
|
||||
|
||||
[[package]]
|
||||
name = "pytz"
|
||||
version = "2022.7.1"
|
||||
description = "World timezone definitions, modern and historical"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
files = [
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||||
{file = "pytz-2022.7.1-py2.py3-none-any.whl", hash = "sha256:78f4f37d8198e0627c5f1143240bb0206b8691d8d7ac6d78fee88b78733f8c4a"},
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|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pywavelets"
|
||||
version = "1.4.1"
|
||||
|
|
@ -1771,6 +2332,47 @@ opencv-python-headless = ">=4.0.1"
|
|||
scikit-learn = ">=0.19.1"
|
||||
typing-extensions = "*"
|
||||
|
||||
[[package]]
|
||||
name = "requests"
|
||||
version = "2.28.2"
|
||||
description = "Python HTTP for Humans."
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7, <4"
|
||||
files = [
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{file = "requests-2.28.2-py3-none-any.whl", hash = "sha256:64299f4909223da747622c030b781c0d7811e359c37124b4bd368fb8c6518baa"},
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||||
]
|
||||
|
||||
[package.dependencies]
|
||||
certifi = ">=2017.4.17"
|
||||
charset-normalizer = ">=2,<4"
|
||||
idna = ">=2.5,<4"
|
||||
urllib3 = ">=1.21.1,<1.27"
|
||||
|
||||
[package.extras]
|
||||
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
|
||||
use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
|
||||
|
||||
[[package]]
|
||||
name = "responses"
|
||||
version = "0.18.0"
|
||||
description = "A utility library for mocking out the `requests` Python library."
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
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||||
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||||
]
|
||||
|
||||
[package.dependencies]
|
||||
requests = ">=2.0,<3.0"
|
||||
urllib3 = ">=1.25.10"
|
||||
|
||||
[package.extras]
|
||||
tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"]
|
||||
|
||||
[[package]]
|
||||
name = "rich"
|
||||
version = "12.6.0"
|
||||
|
|
@ -1946,7 +2548,7 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
|
|||
name = "six"
|
||||
version = "1.16.0"
|
||||
description = "Python 2 and 3 compatibility utilities"
|
||||
category = "dev"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
|
||||
files = [
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|
|
@ -2117,6 +2719,27 @@ files = [
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|||
{file = "tornado-6.2.tar.gz", hash = "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13"},
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||||
[[package]]
|
||||
name = "tqdm"
|
||||
version = "4.64.1"
|
||||
description = "Fast, Extensible Progress Meter"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
|
||||
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||||
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|
||||
|
||||
[package.dependencies]
|
||||
colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
||||
|
||||
[package.extras]
|
||||
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
|
||||
notebook = ["ipywidgets (>=6)"]
|
||||
slack = ["slack-sdk"]
|
||||
telegram = ["requests"]
|
||||
|
||||
[[package]]
|
||||
name = "traitlets"
|
||||
version = "5.8.1"
|
||||
|
|
@ -2145,6 +2768,23 @@ files = [
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{file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
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[[package]]
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name = "urllib3"
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|
||||
description = "HTTP library with thread-safe connection pooling, file post, and more."
|
||||
category = "main"
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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[package.extras]
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||||
secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
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||||
socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
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||||
|
||||
[[package]]
|
||||
name = "virtualenv"
|
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|
||||
|
|
@ -2192,6 +2832,202 @@ files = [
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[package.extras]
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[[package]]
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|
||||
{file = "yarl-1.8.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:e7fd20d6576c10306dea2d6a5765f46f0ac5d6f53436217913e952d19237efc4"},
|
||||
{file = "yarl-1.8.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:75c16b2a900b3536dfc7014905a128a2bea8fb01f9ee26d2d7d8db0a08e7cb2c"},
|
||||
{file = "yarl-1.8.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:6d88056a04860a98341a0cf53e950e3ac9f4e51d1b6f61a53b0609df342cc8b2"},
|
||||
{file = "yarl-1.8.2-cp311-cp311-win32.whl", hash = "sha256:fb742dcdd5eec9f26b61224c23baea46c9055cf16f62475e11b9b15dfd5c117b"},
|
||||
{file = "yarl-1.8.2-cp311-cp311-win_amd64.whl", hash = "sha256:8c46d3d89902c393a1d1e243ac847e0442d0196bbd81aecc94fcebbc2fd5857c"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ceff9722e0df2e0a9e8a79c610842004fa54e5b309fe6d218e47cd52f791d7ef"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f6b4aca43b602ba0f1459de647af954769919c4714706be36af670a5f44c9c1"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1684a9bd9077e922300ecd48003ddae7a7474e0412bea38d4631443a91d61077"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ebb78745273e51b9832ef90c0898501006670d6e059f2cdb0e999494eb1450c2"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3adeef150d528ded2a8e734ebf9ae2e658f4c49bf413f5f157a470e17a4a2e89"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:57a7c87927a468e5a1dc60c17caf9597161d66457a34273ab1760219953f7f4c"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:efff27bd8cbe1f9bd127e7894942ccc20c857aa8b5a0327874f30201e5ce83d0"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a783cd344113cb88c5ff7ca32f1f16532a6f2142185147822187913eb989f739"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:705227dccbe96ab02c7cb2c43e1228e2826e7ead880bb19ec94ef279e9555b5b"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:34c09b43bd538bf6c4b891ecce94b6fa4f1f10663a8d4ca589a079a5018f6ed7"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a48f4f7fea9a51098b02209d90297ac324241bf37ff6be6d2b0149ab2bd51b37"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-win32.whl", hash = "sha256:0414fd91ce0b763d4eadb4456795b307a71524dbacd015c657bb2a39db2eab89"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-win_amd64.whl", hash = "sha256:d881d152ae0007809c2c02e22aa534e702f12071e6b285e90945aa3c376463c5"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5df5e3d04101c1e5c3b1d69710b0574171cc02fddc4b23d1b2813e75f35a30b1"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7a66c506ec67eb3159eea5096acd05f5e788ceec7b96087d30c7d2865a243918"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2b4fa2606adf392051d990c3b3877d768771adc3faf2e117b9de7eb977741229"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e21fb44e1eff06dd6ef971d4bdc611807d6bd3691223d9c01a18cec3677939e"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93202666046d9edadfe9f2e7bf5e0782ea0d497b6d63da322e541665d65a044e"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fc77086ce244453e074e445104f0ecb27530d6fd3a46698e33f6c38951d5a0f1"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dd68a92cab699a233641f5929a40f02a4ede8c009068ca8aa1fe87b8c20ae3"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1b372aad2b5f81db66ee7ec085cbad72c4da660d994e8e590c997e9b01e44901"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e6f3515aafe0209dd17fb9bdd3b4e892963370b3de781f53e1746a521fb39fc0"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:dfef7350ee369197106805e193d420b75467b6cceac646ea5ed3049fcc950a05"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:728be34f70a190566d20aa13dc1f01dc44b6aa74580e10a3fb159691bc76909d"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:ff205b58dc2929191f68162633d5e10e8044398d7a45265f90a0f1d51f85f72c"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:baf211dcad448a87a0d9047dc8282d7de59473ade7d7fdf22150b1d23859f946"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-win32.whl", hash = "sha256:272b4f1599f1b621bf2aabe4e5b54f39a933971f4e7c9aa311d6d7dc06965165"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-win_amd64.whl", hash = "sha256:326dd1d3caf910cd26a26ccbfb84c03b608ba32499b5d6eeb09252c920bcbe4f"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:f8ca8ad414c85bbc50f49c0a106f951613dfa5f948ab69c10ce9b128d368baf8"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:418857f837347e8aaef682679f41e36c24250097f9e2f315d39bae3a99a34cbf"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ae0eec05ab49e91a78700761777f284c2df119376e391db42c38ab46fd662b77"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:009a028127e0a1755c38b03244c0bea9d5565630db9c4cf9572496e947137a87"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3edac5d74bb3209c418805bda77f973117836e1de7c000e9755e572c1f7850d0"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da65c3f263729e47351261351b8679c6429151ef9649bba08ef2528ff2c423b2"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ef8fb25e52663a1c85d608f6dd72e19bd390e2ecaf29c17fb08f730226e3a08"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bcd7bb1e5c45274af9a1dd7494d3c52b2be5e6bd8d7e49c612705fd45420b12d"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:44ceac0450e648de86da8e42674f9b7077d763ea80c8ceb9d1c3e41f0f0a9951"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:97209cc91189b48e7cfe777237c04af8e7cc51eb369004e061809bcdf4e55220"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:48dd18adcf98ea9cd721a25313aef49d70d413a999d7d89df44f469edfb38a06"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:e59399dda559688461762800d7fb34d9e8a6a7444fd76ec33220a926c8be1516"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d617c241c8c3ad5c4e78a08429fa49e4b04bedfc507b34b4d8dceb83b4af3588"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-win32.whl", hash = "sha256:cb6d48d80a41f68de41212f3dfd1a9d9898d7841c8f7ce6696cf2fd9cb57ef83"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:6604711362f2dbf7160df21c416f81fac0de6dbcf0b5445a2ef25478ecc4c778"},
|
||||
{file = "yarl-1.8.2.tar.gz", hash = "sha256:49d43402c6e3013ad0978602bf6bf5328535c48d192304b91b97a3c6790b1562"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
idna = ">=2.0"
|
||||
multidict = ">=4.0"
|
||||
|
||||
[[package]]
|
||||
name = "zipp"
|
||||
version = "3.11.0"
|
||||
|
|
@ -2211,4 +3047,4 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools"
|
|||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = ">=3.8.1,<4.0"
|
||||
content-hash = "9b43d6c6edd8d6ec87f5a867989c1a51e9deece47db456a34c4e08de4631b3fa"
|
||||
content-hash = "1b9564fc0ddc0f25340c3afb66a1eb968b526da498e953310a724923ccfc0af7"
|
||||
|
|
|
|||
|
|
@ -13,6 +13,7 @@ albumentations = "^1.3.0"
|
|||
python = ">=3.8.1,<4.0"
|
||||
rich = "^12.6.0"
|
||||
torch = "^1.13.1"
|
||||
datasets = "^2.9.0"
|
||||
|
||||
[tool.poetry.group.notebooks]
|
||||
optional = true
|
||||
|
|
|
|||
86
src/dataset.py
Normal file
86
src/dataset.py
Normal file
|
|
@ -0,0 +1,86 @@
|
|||
"""Dataset class AI or NOT HuggingFace competition."""
|
||||
|
||||
import pathlib
|
||||
from typing import Optional
|
||||
|
||||
import datasets
|
||||
import pandas as pd
|
||||
|
||||
_VERSION = "1.0.0"
|
||||
|
||||
_GIT_COMMIT_REVISION = "b843a82bd712648b2fe0dc043cf8a04475491d38"
|
||||
|
||||
_BASE_URLS = {
|
||||
"train": f"https://huggingface.co/datasets/competitions/aiornot/resolve/{_GIT_COMMIT_REVISION}/train.zip",
|
||||
"test": f"https://huggingface.co/datasets/competitions/aiornot/resolve/{_GIT_COMMIT_REVISION}/test.zip",
|
||||
"csv": f"https://huggingface.co/datasets/competitions/aiornot/resolve/{_GIT_COMMIT_REVISION}/train.csv",
|
||||
}
|
||||
_HOMEPAGE = "https://huggingface.co/spaces/competitions/aiornot"
|
||||
|
||||
_DESCRIPTION = """
|
||||
The dataset consists of approximately 31000 images, some of which have been generated by ai.
|
||||
Your task is to build a model that can identify ai generated images.
|
||||
Please use the community tab for discussion and questions.
|
||||
"""
|
||||
|
||||
_NAMES = [
|
||||
"AI",
|
||||
"NOT",
|
||||
]
|
||||
|
||||
|
||||
class aiornot(datasets.GeneratorBasedBuilder):
|
||||
"""Food-101 Images dataset."""
|
||||
|
||||
def _info(self):
|
||||
return datasets.DatasetInfo(
|
||||
description=_DESCRIPTION,
|
||||
version=_VERSION,
|
||||
features=datasets.Features(
|
||||
{
|
||||
"image": datasets.Image(),
|
||||
"label": datasets.ClassLabel(names=_NAMES),
|
||||
}
|
||||
),
|
||||
supervised_keys=("image", "label"),
|
||||
homepage=_HOMEPAGE,
|
||||
task_templates=[datasets.tasks.ImageClassification(image_column="image", label_column="label")],
|
||||
)
|
||||
|
||||
def _split_generators(self, dl_manager):
|
||||
train_path = pathlib.Path(dl_manager.download_and_extract(_BASE_URLS["train"]))
|
||||
test_path = pathlib.Path(dl_manager.download_and_extract(_BASE_URLS["test"]))
|
||||
csv_path = pathlib.Path(dl_manager.download(_BASE_URLS["csv"]))
|
||||
|
||||
return [
|
||||
datasets.SplitGenerator(
|
||||
name=datasets.Split.TRAIN,
|
||||
gen_kwargs={
|
||||
"data_dir": train_path,
|
||||
"csv_file": csv_path,
|
||||
},
|
||||
),
|
||||
datasets.SplitGenerator(
|
||||
name=datasets.Split.TEST,
|
||||
gen_kwargs={
|
||||
"data_dir": test_path,
|
||||
},
|
||||
),
|
||||
]
|
||||
|
||||
def _generate_examples(self, data_dir: pathlib.Path, csv_file: Optional[pathlib.Path] = None):
|
||||
"""Generate images and labels for splits."""
|
||||
if csv_file is not None:
|
||||
df = pd.read_csv(csv_file)
|
||||
for index, row in df.iterrows():
|
||||
yield index, {
|
||||
"image": str(data_dir / row["image"]),
|
||||
"label": row["label"],
|
||||
}
|
||||
else:
|
||||
rglob = pathlib.Path(data_dir).rglob("*.jpg")
|
||||
for index, filepath in enumerate(rglob):
|
||||
yield index, {
|
||||
"image": str(filepath),
|
||||
"label": -1,
|
||||
}
|
||||
5
src/tests/dataset.py
Normal file
5
src/tests/dataset.py
Normal file
|
|
@ -0,0 +1,5 @@
|
|||
import datasets
|
||||
|
||||
dataset = datasets.load_dataset("src/dataset.py")
|
||||
|
||||
print(dataset)
|
||||
Reference in a new issue