diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index ca917e5..893cf7f 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -16,7 +16,7 @@ jobs: strategy: # You can use PyPy versions in python-version. For example, pypy2 and pypy3 matrix: - python-version: [3.6, 3.7, 3.8] + python-version: [3.7, 3.8, 3.9] steps: - uses: actions/checkout@v2 @@ -29,4 +29,4 @@ jobs: run: python -c "import sys; print(sys.version)" #test installation of DLC-core dependencies: - name: Install dependencies - run: pip install -r requirements.txt + run: pip install . diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml index b8f6e11..ea02c24 100644 --- a/.github/workflows/testing.yml +++ b/.github/workflows/testing.yml @@ -31,11 +31,6 @@ jobs: uses: actions/setup-python@v2 with: python-version: ${{ matrix.python-version }} - - - name: Install dependencies - run: | - python -m pip install --upgrade pip setuptools wheel - pip install -r requirements.txt - name: Install ffmpeg run: | if [ "$RUNNER_OS" == "Linux" ]; then @@ -47,12 +42,8 @@ jobs: choco install ffmpeg fi shell: bash - - - name: Run pytest tests - run: | - pip install pytest - python -m pytest - - name: Run functional tests + - name: Install and test run: | - pip install git+git://github.com/${{ github.repository }}.git@${{ github.sha }} - dlc-live-test + python -m pip install --upgrade pip wheel poetry + python -m poetry install + python -m poetry run dlc-live-test --nodisplay diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..cea0e06 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,55 @@ +# This CITATION.cff file was generated with cffinit. +# Visit https://bit.ly/cffinit to generate yours today! + +cff-version: 1.2.0 +title: >- + Real-time, low-latency closed-loop feedback using + markerless posture tracking +message: >- + If you utilize our tool, please [cite Kane et al, + eLife + 2020](https://elifesciences.org/articles/61909). + The preprint is available here: + https://www.biorxiv.org/content/10.1101/2020.08.04.236422v2 +type: software +authors: + - given-names: Gary + name-particle: A + family-names: Kane + affiliation: >- + The Rowland Institute at Harvard, Harvard + University, Cambridge, United States + - given-names: Gonçalo + family-names: Lopes + affiliation: 'NeuroGEARS Ltd, London, United Kingdom' + - given-names: Jonny + name-particle: L + family-names: Saunders + affiliation: >- + Institute of Neuroscience, Department of + Psychology, University of Oregon, Eugene, + United States + - given-names: Alexander + family-names: Mathis + affiliation: >- + The Rowland Institute at Harvard, Harvard + University, Cambridge, United States; Center + for Neuroprosthetics, Center for Intelligent + Systems, & Brain Mind Institute, School of Life + Sciences, Swiss Federal Institute of Technology + (EPFL), Lausanne, Switzerland + - given-names: Mackenzie + name-particle: W + family-names: Mathis + affiliation: >- + The Rowland Institute at Harvard, Harvard + University, Cambridge, United States; Center + for Neuroprosthetics, Center for Intelligent + Systems, & Brain Mind Institute, School of Life + Sciences, Swiss Federal Institute of Technology + (EPFL), Lausanne, Switzerland + email: mackenzie.mathis@epfl.ch +date-released: 2020-08-05 +doi: "10.7554/eLife.61909" +license: "AGPL-3.0-or-later" +version: "1.0.2" \ No newline at end of file diff --git a/dlclive/check_install/check_install.py b/dlclive/check_install/check_install.py index daa5fc3..2e75405 100755 --- a/dlclive/check_install/check_install.py +++ b/dlclive/check_install/check_install.py @@ -7,42 +7,88 @@ import os +import sys import shutil +import warnings + from dlclive import benchmark_videos import urllib.request +import argparse +from pathlib import Path +import tarfile + + +def urllib_pbar(count, blockSize, totalSize): + percent = int(count * blockSize * 100 / totalSize) + outstr = f"{round(percent)}%" + sys.stdout.write(outstr) + sys.stdout.write("\b"*len(outstr)) + sys.stdout.flush() +def main(display:bool=None): + parser = argparse.ArgumentParser( + description="Test DLC-Live installation by downloading and evaluating a demo DLC project!") + parser.add_argument('--nodisplay', action='store_false', help="Run the test without displaying tracking") + args = parser.parse_args() -def main(): + if display is None: + display = args.nodisplay + + if not display: + print('Running without displaying video') # make temporary directory in $HOME print("\nCreating temporary directory...\n") - home = os.path.expanduser("~") - tmp_dir = os.path.normpath(f"{home}/dlc-live-tmp") - os.makedirs(tmp_dir, exist_ok=True) - os.chdir(tmp_dir) + tmp_dir = Path().home() / 'dlc-live-tmp' + tmp_dir.mkdir(mode=0o775,exist_ok=True) + + video_file = str(tmp_dir / 'dog_clip.avi') + model_tarball = tmp_dir / 'DLC_Dog_resnet_50_iteration-0_shuffle-0.tar.gz' + model_dir = model_tarball.with_suffix('').with_suffix('') # remove two suffixes (tar.gz) + # download dog test video from github: + print(f"Downloading Video to {video_file}") url_link = "https://github.com/DeepLabCut/DeepLabCut-live/blob/master/check_install/dog_clip.avi?raw=True" - urllib.request.urlretrieve(url_link, "dog_clip.avi") - video_file = os.path.join(url_link, "dog_clip.avi") + urllib.request.urlretrieve(url_link, video_file, reporthook=urllib_pbar) # download exported dog model from DeepLabCut Model Zoo - print("Downloading full_dog model from the DeepLabCut Model Zoo...") - model_url = "http://deeplabcut.rowland.harvard.edu/models/DLC_Dog_resnet_50_iteration-0_shuffle-0.tar.gz" - os.system(f"curl {model_url} | tar xvz") + if Path(model_tarball).exists(): + print('Tarball already downloaded, using cached version') + else: + print("Downloading full_dog model from the DeepLabCut Model Zoo...") + model_url = "http://deeplabcut.rowland.harvard.edu/models/DLC_Dog_resnet_50_iteration-0_shuffle-0.tar.gz" + urllib.request.urlretrieve(model_url, str(model_tarball), reporthook=urllib_pbar) + + print('Untarring compressed model') + model_file = tarfile.open(str(model_tarball)) + model_file.extractall(str(model_dir.parent)) + model_file.close() + + # assert these things exist so we can give informative error messages + assert Path(video_file).exists() + assert Path(model_dir).exists() and Path(model_dir).is_dir() # run benchmark videos print("\n Running inference...\n") - model_dir = "DLC_Dog_resnet_50_iteration-0_shuffle-0" - print(video_file) - benchmark_videos(model_dir, video_file, display=True, resize=0.5, pcutoff=0.25) + # model_dir = "DLC_Dog_resnet_50_iteration-0_shuffle-0" + # print(video_file) + benchmark_videos(str(model_dir), video_file, display=display, resize=0.5, pcutoff=0.25) # deleting temporary files print("\n Deleting temporary files...\n") - shutil.rmtree(tmp_dir) + try: + shutil.rmtree(tmp_dir) + except PermissionError: + warnings.warn(f'Could not delete temporary directory {str(tmp_dir)} due to a permissions error, but otherwise dlc-live seems to be working fine!') print("\nDone!\n") if __name__ == "__main__": - main() + + + display = args.nodisplay + + + main(display=args.nodisplay) diff --git a/dlclive/dlclive.py b/dlclive/dlclive.py index 2245cde..054094d 100644 --- a/dlclive/dlclive.py +++ b/dlclive/dlclive.py @@ -11,6 +11,9 @@ import warnings import numpy as np import tensorflow as tf +import typing +from pathlib import Path +from typing import Optional, Tuple, List try: TFVER = [int(v) for v in tf.__version__.split(".")] @@ -32,7 +35,8 @@ from dlclive.display import Display from dlclive import utils from dlclive.exceptions import DLCLiveError, DLCLiveWarning - +if typing.TYPE_CHECKING: + from dlclive.processor import Processor class DLCLive(object): """ @@ -99,23 +103,23 @@ class DLCLive(object): def __init__( self, - model_path, - model_type="base", - precision="FP32", + model_path:str, + model_type:str="base", + precision:str="FP32", tf_config=None, - cropping=None, - dynamic=(False, 0.5, 10), - resize=None, - convert2rgb=True, - processor=None, - display=False, - pcutoff=0.5, - display_radius=3, - display_cmap="bmy", + cropping:Optional[List[int]]=None, + dynamic:Tuple[bool, float, float]=(False, 0.5, 10), + resize:Optional[float]=None, + convert2rgb:bool=True, + processor:Optional['Processor']=None, + display:typing.Union[bool, Display]=False, + pcutoff:float=0.5, + display_radius:int=3, + display_cmap:str="bmy", ): self.path = model_path - self.cfg = None + self.cfg = None # type: typing.Optional[dict] self.model_type = model_type self.tf_config = tf_config self.precision = precision @@ -125,11 +129,12 @@ def __init__( self.resize = resize self.processor = processor self.convert2rgb = convert2rgb - self.display = ( - Display(pcutoff=pcutoff, radius=display_radius, cmap=display_cmap) - if display - else None - ) + if isinstance(display, Display): + self.display = display + elif display: + self.display = Display(pcutoff=pcutoff, radius=display_radius, cmap=display_cmap) + else: + self.display = None self.sess = None self.inputs = None @@ -141,7 +146,7 @@ def __init__( # checks if self.model_type == "tflite" and self.dynamic[0]: - self.dynamic[0] = False + self.dynamic = (False, *self.dynamic[1:]) warnings.warn( "Dynamic cropping is not supported for tensorflow lite inference. Dynamic cropping will not be used...", DLCLiveWarning, @@ -158,14 +163,14 @@ def read_config(self): error thrown if pose configuration file does nott exist """ - cfg_path = os.path.normpath(self.path + "/pose_cfg.yaml") - if not os.path.isfile(cfg_path): + cfg_path = Path(self.path).resolve() / "pose_cfg.yaml" + if not cfg_path.exists(): raise FileNotFoundError( - f"The pose configuration file for the exported model at {cfg_path} was not found. Please check the path to the exported model directory" + f"The pose configuration file for the exported model at {str(cfg_path)} was not found. Please check the path to the exported model directory" ) ruamel_file = ruamel.yaml.YAML() - self.cfg = ruamel_file.load(open(cfg_path, "r")) + self.cfg = ruamel_file.load(open(str(cfg_path), "r")) @property def parameterization(self) -> dict: diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..252fed8 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,1279 @@ +[[package]] +name = "absl-py" +version = "1.0.0" +description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +six = "*" + +[[package]] +name = "astunparse" +version = "1.6.3" +description = "An AST unparser for Python" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +six = ">=1.6.1,<2.0" + +[[package]] +name = "cached-property" +version = "1.5.2" +description = "A decorator for caching properties in classes." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "cachetools" +version = "4.2.4" +description = "Extensible memoizing collections and decorators" +category = "main" +optional = false +python-versions = "~=3.5" + +[[package]] +name = "certifi" +version = "2021.10.8" +description = "Python package for providing Mozilla's CA Bundle." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "charset-normalizer" +version = "2.0.10" +description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." +category = "main" +optional = false +python-versions = ">=3.5.0" + +[package.extras] +unicode_backport = ["unicodedata2"] + +[[package]] +name = "colorama" +version = "0.4.4" +description = "Cross-platform colored terminal text." +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" + +[[package]] +name = "colorcet" +version = "3.0.0" +description = "Collection of perceptually uniform colormaps" +category = "main" +optional = false +python-versions = ">=2.7" + +[package.dependencies] +param = ">=1.7.0" +pyct = ">=0.4.4" + +[package.extras] +all = ["bokeh", "flake8", "holoviews", "keyring", "matplotlib", "nbsite (>=0.6.1)", "nbsmoke (>=0.2.6)", "numpy", "param (>=1.7.0)", "pyct (>=0.4.4)", "pytest (>=2.8.5)", "pytest-cov", "pytest-mpl", "rfc3986", "setuptools (>=30.3.0)", "sphinx-holoviz-theme", "twine", "wheel"] +build = ["param (>=1.7.0)", "pyct (>=0.4.4)", "setuptools (>=30.3.0)", "wheel"] +doc = ["numpy", "holoviews", "matplotlib", "bokeh", "nbsite (>=0.6.1)", "sphinx-holoviz-theme"] +examples = ["numpy", "holoviews", "matplotlib", "bokeh"] +tests = ["flake8", "nbsmoke (>=0.2.6)", "pytest (>=2.8.5)", "pytest-cov", "twine", "rfc3986", "keyring"] +tests_extra = ["flake8", "nbsmoke (>=0.2.6)", "pytest (>=2.8.5)", "pytest-cov", "twine", "rfc3986", "keyring", "pytest-mpl"] + +[[package]] +name = "flatbuffers" +version = "2.0" +description = "The FlatBuffers serialization format for Python" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "gast" +version = "0.4.0" +description = "Python AST that abstracts the underlying Python version" +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + +[[package]] +name = "google-auth" +version = "2.3.3" +description = "Google Authentication Library" +category = "main" +optional = false +python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*" + +[package.dependencies] +cachetools = ">=2.0.0,<5.0" +pyasn1-modules = ">=0.2.1" +rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""} +six = ">=1.9.0" + +[package.extras] +aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"] +pyopenssl = ["pyopenssl (>=20.0.0)"] +reauth = ["pyu2f (>=0.1.5)"] + +[[package]] +name = "google-auth-oauthlib" +version = "0.4.6" +description = "Google Authentication Library" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +google-auth = ">=1.0.0" +requests-oauthlib = ">=0.7.0" + +[package.extras] +tool = ["click (>=6.0.0)"] + +[[package]] +name = "google-pasta" +version = "0.2.0" +description = "pasta is an AST-based Python refactoring library" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +six = "*" + +[[package]] +name = "grpcio" +version = "1.43.0" +description = "HTTP/2-based RPC framework" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +six = ">=1.5.2" + +[package.extras] +protobuf = ["grpcio-tools (>=1.43.0)"] + +[[package]] +name = "h5py" +version = "3.6.0" +description = "Read and write HDF5 files from Python" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +cached-property = {version = "*", markers = "python_version < \"3.8\""} +numpy = ">=1.14.5" + +[[package]] +name = "idna" +version = "3.3" +description = "Internationalized Domain Names in Applications (IDNA)" +category = "main" +optional = false +python-versions = ">=3.5" + +[[package]] +name = "importlib-metadata" +version = "4.10.1" +description = "Read metadata from Python packages" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""} +zipp = ">=0.5" + +[package.extras] +docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"] +perf = ["ipython"] +testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"] + +[[package]] +name = "keras" +version = "2.7.0" +description = "Deep learning for humans." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "keras-preprocessing" +version = "1.1.2" +description = "Easy data preprocessing and data augmentation for deep learning models" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +numpy = ">=1.9.1" +six = ">=1.9.0" + +[package.extras] +image = ["scipy (>=0.14)", "Pillow (>=5.2.0)"] +pep8 = ["flake8"] +tests = ["pandas", "pillow", "tensorflow", "keras", "pytest", "pytest-xdist", "pytest-cov"] + +[[package]] +name = "libclang" +version = "12.0.0" +description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "markdown" +version = "3.3.6" +description = "Python implementation of Markdown." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""} + +[package.extras] +testing = ["coverage", "pyyaml"] + +[[package]] +name = "numexpr" +version = "2.8.1" +description = "Fast numerical expression evaluator for NumPy" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +numpy = ">=1.13.3" +packaging = "*" + +[[package]] +name = "numpy" +version = "1.18.5" +description = "NumPy is the fundamental package for array computing with Python." +category = "main" +optional = false +python-versions = ">=3.5" + +[[package]] +name = "oauthlib" +version = "3.1.1" +description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.extras] +rsa = ["cryptography (>=3.0.0,<4)"] +signals = ["blinker (>=1.4.0)"] +signedtoken = ["cryptography (>=3.0.0,<4)", "pyjwt (>=2.0.0,<3)"] + +[[package]] +name = "opencv-python" +version = "4.5.2.54" +description = "Wrapper package for OpenCV python bindings." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +numpy = ">=1.13.3" + +[[package]] +name = "opencv-python" +version = "4.5.5.62" +description = "Wrapper package for OpenCV python bindings." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +numpy = [ + {version = ">=1.14.5", markers = "python_version >= \"3.7\""}, + {version = ">=1.17.3", markers = "python_version >= \"3.8\""}, +] + +[[package]] +name = "opt-einsum" +version = "3.3.0" +description = "Optimizing numpys einsum function" +category = "main" +optional = false +python-versions = ">=3.5" + +[package.dependencies] +numpy = ">=1.7" + +[package.extras] +docs = ["sphinx (==1.2.3)", "sphinxcontrib-napoleon", "sphinx-rtd-theme", "numpydoc"] +tests = ["pytest", "pytest-cov", "pytest-pep8"] + +[[package]] +name = "packaging" +version = "21.3" +description = "Core utilities for Python packages" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" + +[[package]] +name = "pandas" +version = "1.1.5" +description = "Powerful data structures for data analysis, time series, and statistics" +category = "main" +optional = false +python-versions = ">=3.6.1" + +[package.dependencies] +numpy = ">=1.15.4" +python-dateutil = ">=2.7.3" +pytz = ">=2017.2" + +[package.extras] +test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"] + +[[package]] +name = "param" +version = "1.12.0" +description = "Make your Python code clearer and more reliable by declaring Parameters." +category = "main" +optional = false +python-versions = ">=2.7" + +[package.extras] +all = ["aiohttp", "flake8", "graphviz", "myst-parser", "myst-nb (==0.12.2)", "nbconvert (<6.0)", "nbsite (>=0.6.1)", "pandas", "panel", "pydata-sphinx-theme", "pygraphviz", "pytest", "pytest-cov", "sphinx-copybutton"] +doc = ["pygraphviz", "nbsite (>=0.6.1)", "pydata-sphinx-theme", "myst-parser", "nbconvert (<6.0)", "graphviz", "myst-nb (==0.12.2)", "sphinx-copybutton", "aiohttp", "panel", "pandas"] +tests = ["pytest", "pytest-cov", "flake8"] + +[[package]] +name = "pillow" +version = "8.4.0" +description = "Python Imaging Library (Fork)" +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "protobuf" +version = "3.19.3" +description = "Protocol Buffers" +category = "main" +optional = false +python-versions = ">=3.5" + +[[package]] +name = "py-cpuinfo" +version = "5.0.0" +description = "Get CPU info with pure Python 2 & 3" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "pyasn1" +version = "0.4.8" +description = "ASN.1 types and codecs" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "pyasn1-modules" +version = "0.2.8" +description = "A collection of ASN.1-based protocols modules." +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +pyasn1 = ">=0.4.6,<0.5.0" + +[[package]] +name = "pyct" +version = "0.4.8" +description = "Python package common tasks for users (e.g. copy examples, fetch data, ...)" +category = "main" +optional = false +python-versions = ">=2.7" + +[package.dependencies] +param = ">=1.7.0" + +[package.extras] +build = ["setuptools", "param (>=1.7.0)"] +cmd = ["pyyaml", "requests"] +doc = ["nbsite", "sphinx-ioam-theme"] +tests = ["flake8", "pytest"] + +[[package]] +name = "pyparsing" +version = "3.0.6" +description = "Python parsing module" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.extras] +diagrams = ["jinja2", "railroad-diagrams"] + +[[package]] +name = "python-dateutil" +version = "2.8.2" +description = "Extensions to the standard Python datetime module" +category = "main" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" + +[package.dependencies] +six = ">=1.5" + +[[package]] +name = "pytz" +version = "2021.3" +description = "World timezone definitions, modern and historical" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "requests" +version = "2.27.1" +description = "Python HTTP for Humans." +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" + +[package.dependencies] +certifi = ">=2017.4.17" +charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""} +idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""} +urllib3 = ">=1.21.1,<1.27" + +[package.extras] +socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] +use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"] + +[[package]] +name = "requests-oauthlib" +version = "1.3.0" +description = "OAuthlib authentication support for Requests." +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + +[package.dependencies] +oauthlib = ">=3.0.0" +requests = ">=2.0.0" + +[package.extras] +rsa = ["oauthlib[signedtoken] (>=3.0.0)"] + +[[package]] +name = "rsa" +version = "4.8" +description = "Pure-Python RSA implementation" +category = "main" +optional = false +python-versions = ">=3.6,<4" + +[package.dependencies] +pyasn1 = ">=0.1.3" + +[[package]] +name = "ruamel.yaml" +version = "0.17.20" +description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order" +category = "main" +optional = false +python-versions = ">=3" + +[package.dependencies] +"ruamel.yaml.clib" = {version = ">=0.2.6", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""} + +[package.extras] +docs = ["ryd"] +jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"] + +[[package]] +name = "ruamel.yaml.clib" +version = "0.2.6" +description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml" +category = "main" +optional = false +python-versions = ">=3.5" + +[[package]] +name = "six" +version = "1.16.0" +description = "Python 2 and 3 compatibility utilities" +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" + +[[package]] +name = "tables" +version = "3.6.1" +description = "Hierarchical datasets for Python" +category = "main" +optional = false +python-versions = ">=3.5" + +[package.dependencies] +numexpr = ">=2.6.2" +numpy = ">=1.9.3" + +[[package]] +name = "tensorboard" +version = "2.7.0" +description = "TensorBoard lets you watch Tensors Flow" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +absl-py = ">=0.4" +google-auth = ">=1.6.3,<3" +google-auth-oauthlib = ">=0.4.1,<0.5" +grpcio = ">=1.24.3" +markdown = ">=2.6.8" +numpy = ">=1.12.0" +protobuf = ">=3.6.0" +requests = ">=2.21.0,<3" +tensorboard-data-server = ">=0.6.0,<0.7.0" +tensorboard-plugin-wit = ">=1.6.0" +werkzeug = ">=0.11.15" + +[[package]] +name = "tensorboard-data-server" +version = "0.6.1" +description = "Fast data loading for TensorBoard" +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "tensorboard-plugin-wit" +version = "1.8.1" +description = "What-If Tool TensorBoard plugin." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "tensorflow" +version = "2.7.0" +description = "TensorFlow is an open source machine learning framework for everyone." +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +absl-py = ">=0.4.0" +astunparse = ">=1.6.0" +flatbuffers = ">=1.12,<3.0" +gast = ">=0.2.1,<0.5.0" +google-pasta = ">=0.1.1" +grpcio = ">=1.24.3,<2.0" +h5py = ">=2.9.0" +keras = ">=2.7.0rc0,<2.8" +keras-preprocessing = ">=1.1.1" +libclang = ">=9.0.1" +numpy = ">=1.14.5" +opt-einsum = ">=2.3.2" +protobuf = ">=3.9.2" +six = ">=1.12.0" +tensorboard = ">=2.6,<3.0" +tensorflow-estimator = ">=2.7.0rc0,<2.8" +tensorflow-io-gcs-filesystem = ">=0.21.0" +termcolor = ">=1.1.0" +typing-extensions = ">=3.6.6" +wrapt = ">=1.11.0" + +[[package]] +name = "tensorflow-estimator" +version = "2.7.0" +description = "TensorFlow Estimator." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "tensorflow-io-gcs-filesystem" +version = "0.23.1" +description = "TensorFlow IO" +category = "main" +optional = false +python-versions = ">=3.7, <3.11" + +[package.extras] +tensorflow = ["tensorflow (>=2.7.0,<2.8.0)"] +tensorflow-cpu = ["tensorflow-cpu (>=2.7.0,<2.8.0)"] +tensorflow-gpu = ["tensorflow-gpu (>=2.7.0,<2.8.0)"] +tensorflow-rocm = ["tensorflow-rocm (>=2.7.0,<2.8.0)"] + +[[package]] +name = "termcolor" +version = "1.1.0" +description = "ANSII Color formatting for output in terminal." +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "tqdm" +version = "4.62.3" +description = "Fast, Extensible Progress Meter" +category = "main" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" + +[package.dependencies] +colorama = {version = "*", markers = "platform_system == \"Windows\""} + +[package.extras] +dev = ["py-make (>=0.1.0)", "twine", "wheel"] +notebook = ["ipywidgets (>=6)"] +telegram = ["requests"] + +[[package]] +name = "typing-extensions" +version = "4.0.1" +description = "Backported and Experimental Type Hints for Python 3.6+" +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "urllib3" +version = "1.26.8" +description = "HTTP library with thread-safe connection pooling, file post, and more." +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4" + +[package.extras] +brotli = ["brotlipy (>=0.6.0)"] +secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"] +socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] + +[[package]] +name = "werkzeug" +version = "2.0.2" +description = "The comprehensive WSGI web application library." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.extras] +watchdog = ["watchdog"] + +[[package]] +name = "wrapt" +version = "1.13.3" +description = "Module for decorators, wrappers and monkey patching." +category = "main" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" + +[[package]] +name = "zipp" +version = "3.7.0" +description = "Backport of pathlib-compatible object wrapper for zip files" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"] +testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"] + +[metadata] +lock-version = "1.1" +python-versions = ">=3.7,<3.10" +content-hash = "f98f7fb6dd6bf2cc4204d7f79a280e9e47eac7e5ee709434c4e8b73402681e0b" + +[metadata.files] +absl-py = [ + {file = "absl-py-1.0.0.tar.gz", hash = "sha256:ac511215c01ee9ae47b19716599e8ccfa746f2e18de72bdf641b79b22afa27ea"}, + {file = "absl_py-1.0.0-py3-none-any.whl", hash = "sha256:84e6dcdc69c947d0c13e5457d056bd43cade4c2393dce00d684aedea77ddc2a3"}, +] +astunparse = [ + {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"}, + {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"}, +] +cached-property = [ + {file = "cached-property-1.5.2.tar.gz", hash = "sha256:9fa5755838eecbb2d234c3aa390bd80fbd3ac6b6869109bfc1b499f7bd89a130"}, + {file = "cached_property-1.5.2-py2.py3-none-any.whl", hash = "sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0"}, +] +cachetools = [ + {file = "cachetools-4.2.4-py3-none-any.whl", hash = "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"}, + {file = "cachetools-4.2.4.tar.gz", hash = "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693"}, +] +certifi = [ + {file = "certifi-2021.10.8-py2.py3-none-any.whl", hash = "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"}, + {file = "certifi-2021.10.8.tar.gz", hash = "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872"}, +] +charset-normalizer = [ + {file = "charset-normalizer-2.0.10.tar.gz", hash = "sha256:876d180e9d7432c5d1dfd4c5d26b72f099d503e8fcc0feb7532c9289be60fcbd"}, + {file = "charset_normalizer-2.0.10-py3-none-any.whl", hash = "sha256:cb957888737fc0bbcd78e3df769addb41fd1ff8cf950dc9e7ad7793f1bf44455"}, +] +colorama = [ + {file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"}, + {file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"}, +] +colorcet = [ + {file = "colorcet-3.0.0-py2.py3-none-any.whl", hash = "sha256:074027a442921813d4328f03c200a55c8ac73d19901919abcd0c6fb67fa79664"}, + {file = "colorcet-3.0.0.tar.gz", hash = "sha256:21c522346a7aa81a603729f2996c22ac3f7822f4c8c303c59761e27d2dfcf3db"}, +] +flatbuffers = [ + {file = "flatbuffers-2.0-py2.py3-none-any.whl", hash = "sha256:3751954f0604580d3219ae49a85fafec9d85eec599c0b96226e1bc0b48e57474"}, + {file = "flatbuffers-2.0.tar.gz", hash = "sha256:12158ab0272375eab8db2d663ae97370c33f152b27801fa6024e1d6105fd4dd2"}, +] +gast = [ + {file = "gast-0.4.0-py3-none-any.whl", hash = "sha256:b7adcdd5adbebf1adf17378da5ba3f543684dbec47b1cda1f3997e573cd542c4"}, + {file = "gast-0.4.0.tar.gz", hash = "sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1"}, +] +google-auth = [ + {file = "google-auth-2.3.3.tar.gz", hash = "sha256:d83570a664c10b97a1dc6f8df87e5fdfff012f48f62be131e449c20dfc32630e"}, + {file = "google_auth-2.3.3-py2.py3-none-any.whl", hash = "sha256:a348a50b027679cb7dae98043ac8dbcc1d7951f06d8387496071a1e05a2465c0"}, +] +google-auth-oauthlib = [ + {file = "google-auth-oauthlib-0.4.6.tar.gz", hash = "sha256:a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a"}, + {file = "google_auth_oauthlib-0.4.6-py2.py3-none-any.whl", hash = "sha256:3f2a6e802eebbb6fb736a370fbf3b055edcb6b52878bf2f26330b5e041316c73"}, +] +google-pasta = [ + {file = "google-pasta-0.2.0.tar.gz", hash = "sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e"}, + {file = "google_pasta-0.2.0-py2-none-any.whl", hash = "sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954"}, + {file = "google_pasta-0.2.0-py3-none-any.whl", hash = "sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed"}, +] +grpcio = [ + {file = "grpcio-1.43.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:a4e786a8ee8b30b25d70ee52cda6d1dbba2a8ca2f1208d8e20ed8280774f15c8"}, + {file = "grpcio-1.43.0-cp310-cp310-macosx_10_10_universal2.whl", hash = "sha256:af9c3742f6c13575c0d4147a8454da0ff5308c4d9469462ff18402c6416942fe"}, + {file = "grpcio-1.43.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:fdac966699707b5554b815acc272d81e619dd0999f187cd52a61aef075f870ee"}, + {file = "grpcio-1.43.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e463b4aa0a6b31cf2e57c4abc1a1b53531a18a570baeed39d8d7b65deb16b7e"}, + {file = "grpcio-1.43.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f11d05402e0ac3a284443d8a432d3dfc76a6bd3f7b5858cddd75617af2d7bd9b"}, + {file = "grpcio-1.43.0-cp310-cp310-win32.whl", hash = "sha256:c36f418c925a41fccada8f7ae9a3d3e227bfa837ddbfddd3d8b0ac252d12dda9"}, + {file = "grpcio-1.43.0-cp310-cp310-win_amd64.whl", hash = "sha256:772b943f34374744f70236bbbe0afe413ed80f9ae6303503f85e2b421d4bca92"}, + {file = "grpcio-1.43.0-cp36-cp36m-linux_armv7l.whl", hash = "sha256:cbc9b83211d905859dcf234ad39d7193ff0f05bfc3269c364fb0d114ee71de59"}, + {file = "grpcio-1.43.0-cp36-cp36m-macosx_10_10_x86_64.whl", hash = "sha256:fb7229fa2a201a0c377ff3283174ec966da8f9fd7ffcc9a92f162d2e7fc9025b"}, + {file = "grpcio-1.43.0-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:17b75f220ee6923338155b4fcef4c38802b9a57bc57d112c9599a13a03e99f8d"}, + {file = "grpcio-1.43.0-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:6620a5b751b099b3b25553cfc03dfcd873cda06f9bb2ff7e9948ac7090e20f05"}, + {file = "grpcio-1.43.0-cp36-cp36m-manylinux_2_17_aarch64.whl", hash = "sha256:1898f999383baac5fcdbdef8ea5b1ef204f38dc211014eb6977ac6e55944d738"}, + {file = "grpcio-1.43.0-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:47b6821238d8978014d23b1132713dac6c2d72cbb561cf257608b1673894f90a"}, + {file = "grpcio-1.43.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80398e9fb598060fa41050d1220f5a2440fe74ff082c36dda41ac3215ebb5ddd"}, + {file = "grpcio-1.43.0-cp36-cp36m-win32.whl", hash = "sha256:0110310eff07bb69782f53b7a947490268c4645de559034c43c0a635612e250f"}, + {file = "grpcio-1.43.0-cp36-cp36m-win_amd64.whl", hash = "sha256:45401d00f2ee46bde75618bf33e9df960daa7980e6e0e7328047191918c98504"}, + {file = "grpcio-1.43.0-cp37-cp37m-linux_armv7l.whl", hash = "sha256:af78ac55933811e6a25141336b1f2d5e0659c2f568d44d20539b273792563ca7"}, + {file = "grpcio-1.43.0-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:8b2b9dc4d7897566723b77422e11c009a0ebd397966b165b21b89a62891a9fdf"}, + {file = "grpcio-1.43.0-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:77ef653f966934b3bfdd00e4f2064b68880eb40cf09b0b99edfa5ee22a44f559"}, + {file = "grpcio-1.43.0-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:e95b5d62ec26d0cd0b90c202d73e7cb927c369c3358e027225239a4e354967dc"}, + {file = "grpcio-1.43.0-cp37-cp37m-manylinux_2_17_aarch64.whl", hash = "sha256:04239e8f71db832c26bbbedb4537b37550a39d77681d748ab4678e58dd6455d6"}, + {file = "grpcio-1.43.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4b4a7152187a49767a47d1413edde2304c96f41f7bc92cc512e230dfd0fba095"}, + {file = "grpcio-1.43.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8cc936a29c65ab39714e1ba67a694c41218f98b6e2a64efb83f04d9abc4386b"}, + {file = "grpcio-1.43.0-cp37-cp37m-win32.whl", hash = "sha256:577e024c8dd5f27cd98ba850bc4e890f07d4b5942e5bc059a3d88843a2f48f66"}, + {file = "grpcio-1.43.0-cp37-cp37m-win_amd64.whl", hash = "sha256:138f57e3445d4a48d9a8a5af1538fdaafaa50a0a3c243f281d8df0edf221dc02"}, + {file = "grpcio-1.43.0-cp38-cp38-linux_armv7l.whl", hash = "sha256:08cf25f2936629db062aeddbb594bd76b3383ab0ede75ef0461a3b0bc3a2c150"}, + {file = "grpcio-1.43.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:01f4b887ed703fe82ebe613e1d2dadea517891725e17e7a6134dcd00352bd28c"}, + {file = "grpcio-1.43.0-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:0aa8285f284338eb68962fe1a830291db06f366ea12f213399b520c062b01f65"}, + {file = "grpcio-1.43.0-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:0edbfeb6729aa9da33ce7e28fb7703b3754934115454ae45e8cc1db601756fd3"}, + {file = "grpcio-1.43.0-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:c354017819201053d65212befd1dcb65c2d91b704d8977e696bae79c47cd2f82"}, + {file = "grpcio-1.43.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50cfb7e1067ee5e00b8ab100a6b7ea322d37ec6672c0455106520b5891c4b5f5"}, + {file = "grpcio-1.43.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57f1aeb65ed17dfb2f6cd717cc109910fe395133af7257a9c729c0b9604eac10"}, + {file = "grpcio-1.43.0-cp38-cp38-win32.whl", hash = "sha256:fa26a8bbb3fe57845acb1329ff700d5c7eaf06414c3e15f4cb8923f3a466ef64"}, + {file = "grpcio-1.43.0-cp38-cp38-win_amd64.whl", hash = "sha256:ade8b79a6b6aea68adb9d4bfeba5d647667d842202c5d8f3ba37ac1dc8e5c09c"}, + {file = "grpcio-1.43.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:124e718faf96fe44c98b05f3f475076be8b5198bb4c52a13208acf88a8548ba9"}, + {file = "grpcio-1.43.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:2f96142d0abc91290a63ba203f01649e498302b1b6007c67bad17f823ecde0cf"}, + {file = "grpcio-1.43.0-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:31e6e489ccd8f08884b9349a39610982df48535881ec34f05a11c6e6b6ebf9d0"}, + {file = "grpcio-1.43.0-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:0e731f660e1e68238f56f4ce11156f02fd06dc58bc7834778d42c0081d4ef5ad"}, + {file = "grpcio-1.43.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:1f16725a320460435a8a5339d8b06c4e00d307ab5ad56746af2e22b5f9c50932"}, + {file = "grpcio-1.43.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a4b4543e13acb4806917d883d0f70f21ba93b29672ea81f4aaba14821aaf9bb0"}, + {file = "grpcio-1.43.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:594aaa0469f4fca7773e80d8c27bf1298e7bbce5f6da0f084b07489a708f16ab"}, + {file = "grpcio-1.43.0-cp39-cp39-win32.whl", hash = "sha256:5449ae564349e7a738b8c38583c0aad954b0d5d1dd3cea68953bfc32eaee11e3"}, + {file = "grpcio-1.43.0-cp39-cp39-win_amd64.whl", hash = "sha256:bdf41550815a831384d21a498b20597417fd31bd084deb17d31ceb39ad9acc79"}, + {file = "grpcio-1.43.0.tar.gz", hash = "sha256:735d9a437c262ab039d02defddcb9f8f545d7009ae61c0114e19dda3843febe5"}, +] +h5py = [ + {file = "h5py-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a5320837c60870911645e9a935099bdb2be6a786fcf0dac5c860f3b679e2de55"}, + {file = "h5py-3.6.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98646e659bf8591a2177e12a4461dced2cad72da0ba4247643fd118db88880d2"}, + {file = "h5py-3.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:5996ff5adefd2d68c330a4265b6ef92e51b2fc674834a5990add5033bf109e20"}, + {file = "h5py-3.6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c9a5529343a619fea777b7caa27d493595b28b5af8b005e8d1817559fcccf493"}, + {file = "h5py-3.6.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e2b49c48df05e19bb20b400b7ff7dc6f1ee36b84dc717c3771c468b33697b466"}, + {file = "h5py-3.6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd9447633b0bafaf82190d9a8d56f3cb2e8d30169483aee67d800816e028190a"}, + {file = "h5py-3.6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:1c5acc660c458421e88c4c5fe092ce15923adfac4c732af1ac4fced683a5ea97"}, + {file = "h5py-3.6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:35ab552c6f0a93365b3cb5664a5305f3920daa0a43deb5b2c547c52815ec46b9"}, + {file = "h5py-3.6.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:542781d50e1182b8fb619b1265dfe1c765e18215f818b0ab28b2983c28471325"}, + {file = "h5py-3.6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f39242960b8d7f86f3056cc2546aa3047ff4835985f6483229af8f029e9c8db"}, + {file = "h5py-3.6.0-cp38-cp38-win_amd64.whl", hash = "sha256:8ecedf16c613973622a334701f67edcc0249469f9daa0576e994fb20ac0405db"}, + {file = "h5py-3.6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d8cacad89aa7daf3626fce106f7f2662ac35b14849df22d252d0d8fab9dc1c0b"}, + {file = "h5py-3.6.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:dbaa1ed9768bf9ff04af0919acc55746e62b28333644f0251f38768313f31745"}, + {file = "h5py-3.6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:954c5c39a09b5302f69f752c3bbf165d368a65c8d200f7d5655e0fa6368a75e6"}, + {file = "h5py-3.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:9fd8a14236fdd092a20c0bdf25c3aba3777718d266fabb0fdded4fcf252d1630"}, + {file = "h5py-3.6.0.tar.gz", hash = "sha256:8752d2814a92aba4e2b2a5922d2782d0029102d99caaf3c201a566bc0b40db29"}, +] +idna = [ + {file = "idna-3.3-py3-none-any.whl", hash = "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff"}, + {file = "idna-3.3.tar.gz", hash = "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"}, +] +importlib-metadata = [ + {file = "importlib_metadata-4.10.1-py3-none-any.whl", hash = "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6"}, + {file = "importlib_metadata-4.10.1.tar.gz", hash = "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"}, +] +keras = [ + {file = "keras-2.7.0-py2.py3-none-any.whl", hash = "sha256:0c33ae1f728064ca0d35dfba999e9c316f03623bf5688c82fb83cc74a80ea248"}, +] +keras-preprocessing = [ + {file = "Keras_Preprocessing-1.1.2-py2.py3-none-any.whl", hash = "sha256:7b82029b130ff61cc99b55f3bd27427df4838576838c5b2f65940e4fcec99a7b"}, + {file = "Keras_Preprocessing-1.1.2.tar.gz", hash = "sha256:add82567c50c8bc648c14195bf544a5ce7c1f76761536956c3d2978970179ef3"}, +] +libclang = [ + {file = "libclang-12.0.0-2-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:cea55e97ae7b0b49ca8ea843e1c7dc9ff15a5484dae7b7fdf4b204e1470f2253"}, + {file = "libclang-12.0.0-2-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:327ea0ccdca052233d192ffd6a15a92eaa08a97c245cedd2e0862c838803c8fe"}, + {file = "libclang-12.0.0-2-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:685d415c03cd666c01997986a3fd75f2669c4680fb64de0d64f3059ff9a826e2"}, + {file = "libclang-12.0.0-2-py2.py3-none-manylinux2014_aarch64.whl", hash = "sha256:fdd1cb8d215469589dfffcbda1bc66d3b5edb0f661ffe1be2c73309d98a33d87"}, + {file = "libclang-12.0.0-2-py2.py3-none-win_amd64.whl", hash = "sha256:46414009fcee8375ba64ea6c2c43c5b80a63e3a8b679f4293e00aa605b7265aa"}, +] +markdown = [ + {file = "Markdown-3.3.6-py3-none-any.whl", hash = "sha256:9923332318f843411e9932237530df53162e29dc7a4e2b91e35764583c46c9a3"}, + {file = "Markdown-3.3.6.tar.gz", hash = "sha256:76df8ae32294ec39dcf89340382882dfa12975f87f45c3ed1ecdb1e8cefc7006"}, +] +numexpr = [ + {file = "numexpr-2.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d148e99483e15de22d0acd5100136d39a336e91c8f8d37bf2e84e9f0ab4c0610"}, + {file = "numexpr-2.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ebf31aeed426840aefe1e94c89bb0b7530a72be36444ed4c73e4411865b79be5"}, + {file = "numexpr-2.8.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3bab5add6628fa8bb66fba7b1f0eed5d8d0ce05fdd2dcc326dde8a297a961c46"}, + {file = "numexpr-2.8.1-cp310-cp310-win32.whl", hash = "sha256:79ec94295aa57f5a9d212116bb7359744cd2f9e05d477df0dee383b7f44b9588"}, + {file = "numexpr-2.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:cfd89f63028f8df3c9b11bf2c98085184f967a09f543a77c3335f4a0ec54f124"}, + {file = "numexpr-2.8.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:517f299c4bc8491b5117aa276e8f3cf7ee2e89223922e92e2ea78a32985d5087"}, + {file = "numexpr-2.8.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9f046cb5752f08a9291dc1fd37a9cfd15770262188bb984e4418490fef9c9ec"}, + {file = "numexpr-2.8.1-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:6bce8a183afe157c25385d27be314be22f06ba644c89b611d20e2570a06bd5dd"}, + {file = "numexpr-2.8.1-cp36-cp36m-win32.whl", hash = "sha256:1639561d056d2d790a56ddab7e7df40b6181ad50338b50fba94aa42874a00958"}, + {file = "numexpr-2.8.1-cp36-cp36m-win_amd64.whl", hash = "sha256:a97a087a5f5e56cd81c69215918fdaca60eb478a099daa757455e4ff887f7600"}, + {file = "numexpr-2.8.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:bd402e43b8baf6436b7c2c14541f69eb4f97f023469585a7ad258c49622ff619"}, + {file = "numexpr-2.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48258db3ba89ad028744e07b09dde963f82da7f081849d3a003bb0b96b112d4f"}, + {file = "numexpr-2.8.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:4eb79d9026f013cf8d16de8be74911c74c0c09362627bf4b39e2b7f1f3188c28"}, + {file = "numexpr-2.8.1-cp37-cp37m-win32.whl", hash = "sha256:fd6905bc80a11908e363c9821cbf8aeeca4dca5b6a2eea90a97b055bc73443e6"}, + {file = "numexpr-2.8.1-cp37-cp37m-win_amd64.whl", hash = "sha256:da180aaec7f6c387540b251f6ec2b8d280220c0e45731778853c8b0d86c4ae22"}, + {file = "numexpr-2.8.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b57d3ab7054409d9b4d2148241ae70d738c0b0daeb1a0efd5ea89b9279752e22"}, + {file = "numexpr-2.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7b64b125161e722c9dc8a27df282e755bd9a5adf826b2e3e1f038e3dfdc3307"}, + {file = "numexpr-2.8.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:a591f99ecbb413749725e8da4e52e663f0939dd5fbf1ae5a7c6c50ba734f57de"}, + {file = "numexpr-2.8.1-cp38-cp38-win32.whl", hash = "sha256:80db25e2934fd1a1b787440d5fa7946adb79a1289d7dc64e2c8bcd6ceae660ad"}, + {file = "numexpr-2.8.1-cp38-cp38-win_amd64.whl", hash = "sha256:d2b4b6379763ec5d794d4aaa1834ae00f1bba82a36d0b99c6e2d559302a21e85"}, + {file = "numexpr-2.8.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ab6b2cb64bc9391f77f08203fda5af3647ed2abcefb928cc6282727854f97735"}, + {file = "numexpr-2.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2247d92da60b85de619e797e59a80e9c7302fba82dcd0525de8f7dd729a0d60f"}, + {file = "numexpr-2.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5d0c98c4d8bcc25962e5859176e5728f69209cffb9b7f64bf6d1c801fe350946"}, + {file = "numexpr-2.8.1-cp39-cp39-win32.whl", hash = "sha256:24fb5b2c17273a76e7de9cea7817c54262198657998a093fceb4030f273524c7"}, + {file = "numexpr-2.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:920c6a3088790573765e103e20592864977aa4b4d1b819c298fa9d88771cde1b"}, + {file = "numexpr-2.8.1.tar.gz", hash = "sha256:cd779aa44dd986c4ef10163519239602b027be06a527946656207acf1f58113b"}, +] +numpy = [ + {file = "numpy-1.18.5-cp35-cp35m-macosx_10_9_intel.whl", hash = "sha256:e91d31b34fc7c2c8f756b4e902f901f856ae53a93399368d9a0dc7be17ed2ca0"}, + {file = "numpy-1.18.5-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:7d42ab8cedd175b5ebcb39b5208b25ba104842489ed59fbb29356f671ac93583"}, + {file = "numpy-1.18.5-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:a78e438db8ec26d5d9d0e584b27ef25c7afa5a182d1bf4d05e313d2d6d515271"}, + {file = "numpy-1.18.5-cp35-cp35m-win32.whl", hash = "sha256:a87f59508c2b7ceb8631c20630118cc546f1f815e034193dc72390db038a5cb3"}, + {file = "numpy-1.18.5-cp35-cp35m-win_amd64.whl", hash = "sha256:965df25449305092b23d5145b9bdaeb0149b6e41a77a7d728b1644b3c99277c1"}, + {file = "numpy-1.18.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:ac792b385d81151bae2a5a8adb2b88261ceb4976dbfaaad9ce3a200e036753dc"}, + {file = "numpy-1.18.5-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:ef627986941b5edd1ed74ba89ca43196ed197f1a206a3f18cc9faf2fb84fd675"}, + {file = "numpy-1.18.5-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:f718a7949d1c4f622ff548c572e0c03440b49b9531ff00e4ed5738b459f011e8"}, + {file = "numpy-1.18.5-cp36-cp36m-win32.whl", hash = "sha256:4064f53d4cce69e9ac613256dc2162e56f20a4e2d2086b1956dd2fcf77b7fac5"}, + {file = "numpy-1.18.5-cp36-cp36m-win_amd64.whl", hash = "sha256:b03b2c0badeb606d1232e5f78852c102c0a7989d3a534b3129e7856a52f3d161"}, + {file = "numpy-1.18.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a7acefddf994af1aeba05bbbafe4ba983a187079f125146dc5859e6d817df824"}, + {file = "numpy-1.18.5-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:cd49930af1d1e49a812d987c2620ee63965b619257bd76eaaa95870ca08837cf"}, + {file = "numpy-1.18.5-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:b39321f1a74d1f9183bf1638a745b4fd6fe80efbb1f6b32b932a588b4bc7695f"}, + {file = "numpy-1.18.5-cp37-cp37m-win32.whl", hash = "sha256:cae14a01a159b1ed91a324722d746523ec757357260c6804d11d6147a9e53e3f"}, + {file = "numpy-1.18.5-cp37-cp37m-win_amd64.whl", hash = "sha256:0172304e7d8d40e9e49553901903dc5f5a49a703363ed756796f5808a06fc233"}, + {file = "numpy-1.18.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e15b382603c58f24265c9c931c9a45eebf44fe2e6b4eaedbb0d025ab3255228b"}, + {file = "numpy-1.18.5-cp38-cp38-manylinux1_i686.whl", hash = "sha256:3676abe3d621fc467c4c1469ee11e395c82b2d6b5463a9454e37fe9da07cd0d7"}, + {file = "numpy-1.18.5-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:4674f7d27a6c1c52a4d1aa5f0881f1eff840d2206989bae6acb1c7668c02ebfb"}, + {file = "numpy-1.18.5-cp38-cp38-win32.whl", hash = "sha256:9c9d6531bc1886454f44aa8f809268bc481295cf9740827254f53c30104f074a"}, + {file = "numpy-1.18.5-cp38-cp38-win_amd64.whl", hash = "sha256:3dd6823d3e04b5f223e3e265b4a1eae15f104f4366edd409e5a5e413a98f911f"}, + {file = "numpy-1.18.5.zip", hash = "sha256:34e96e9dae65c4839bd80012023aadd6ee2ccb73ce7fdf3074c62f301e63120b"}, +] +oauthlib = [ + {file = "oauthlib-3.1.1-py2.py3-none-any.whl", hash = "sha256:42bf6354c2ed8c6acb54d971fce6f88193d97297e18602a3a886603f9d7730cc"}, + {file = "oauthlib-3.1.1.tar.gz", hash = "sha256:8f0215fcc533dd8dd1bee6f4c412d4f0cd7297307d43ac61666389e3bc3198a3"}, +] +opencv-python = [ + {file = "opencv_python-4.5.2.54-cp36-cp36m-macosx_10_15_x86_64.whl", hash = "sha256:4e6c2d8320168a4f76822fbb76df3b18688ac5e068d49ac38a4ce39af0f8e1a6"}, + {file = "opencv_python-4.5.2.54-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:9680ab256ab31bdafd74f6cf55eb570e5629b5604d50fd69dd1bd2a8124f0611"}, + {file = "opencv_python-4.5.2.54-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:ef3102b70aa59ab3fed69df30465c1b7587d681e963dfff5146de233c75df7ba"}, + {file = "opencv_python-4.5.2.54-cp36-cp36m-win32.whl", hash = "sha256:89a2b45429bf945988a17b0404431d9d8fdc9e04fb2450b56fa01f6f9477101d"}, + {file = "opencv_python-4.5.2.54-cp36-cp36m-win_amd64.whl", hash = "sha256:08327a38564786bf73e387736f080e8ad4c110b394ca4af2ecec8277b305bf44"}, + {file = "opencv_python-4.5.2.54-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:6b2573c6367ec0052b37e375d18638a885dd7a10a5ef8dd726b391969c227f23"}, + {file = "opencv_python-4.5.2.54-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:b724a96eeb88842bd2371b1ffe2da73b6295063ba5c029aa34139d25b8315a3f"}, + {file = "opencv_python-4.5.2.54-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:4b8814d3f0cf01e8b8624125f7dcfb095893abcc04083cb4968fa1629bc81161"}, + {file = "opencv_python-4.5.2.54-cp37-cp37m-win32.whl", hash = "sha256:d9004e2cc90bb2862cdc1d062fac5163d3def55b200081d4520d3e90b4c7197b"}, + {file = "opencv_python-4.5.2.54-cp37-cp37m-win_amd64.whl", hash = "sha256:2436b71346d1eed423577fac8cd3aa9c0832ea97452444dc7f856b2f09600dba"}, + {file = "opencv_python-4.5.2.54-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:0118a086fad8d77acdf46ac68df49d4167fbb85420f8bcf2615d7b74fc03aae0"}, + {file = "opencv_python-4.5.2.54-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:b3bef3f2a2ab3c201784d12ec6b5c9e61c920c15b6854d8d2f62fd019e3df846"}, + {file = "opencv_python-4.5.2.54-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:6e2070e35f2aaca3d1259093c786d4e373004b36d89a94e81943247c6ed3d4e1"}, + {file = "opencv_python-4.5.2.54-cp38-cp38-win32.whl", hash = "sha256:f12f39c1e5001e1c00df5873e3eee6f0232b7723a60b7ef438b1e23f1341df0e"}, + {file = "opencv_python-4.5.2.54-cp38-cp38-win_amd64.whl", hash = "sha256:10325c3fd571e33a11eb5f0e5d265d73baef22dbb34c977f28df7e22de47b0bc"}, + {file = "opencv_python-4.5.2.54-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:050227e5728ea8316ec114aca8f43d56253cbb1c50983e3b136a988254a83118"}, + {file = "opencv_python-4.5.2.54-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:c446555cbbc4f5e809f9c15ac1b6200024032d9859f5ac5a2ca7669d09e4c91c"}, + {file = "opencv_python-4.5.2.54-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:8cf81f53ac5ad900ca443a8252c4e0bc1256f1c2cb2d8459df2ba1ac014dfa36"}, + {file = "opencv_python-4.5.2.54-cp39-cp39-win32.whl", hash = "sha256:a8020cc6145c6934192189058743a55189750df6dff894396edb8b35a380cc48"}, + {file = "opencv_python-4.5.2.54-cp39-cp39-win_amd64.whl", hash = "sha256:0a3aef70b7c53bbd22ade86a4318b8a2ad98d3c3ed3d0c315f18bf1a2d868709"}, + {file = "opencv-python-4.5.5.62.tar.gz", hash = "sha256:3efe232b32d5e1327e7c82bc6d61230737821c5190ce5c783e64a1bc8d514e18"}, + {file = "opencv_python-4.5.5.62-cp36-abi3-macosx_10_15_x86_64.whl", hash = "sha256:2601388def0d6b957cc30dd88f8ff74a5651ae6940dd9e488241608cfa2b15c7"}, + {file = "opencv_python-4.5.5.62-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71fdc49df412b102d97f14927321309043c79c4a3582cce1dc803370ff9c39c0"}, + {file = "opencv_python-4.5.5.62-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:130cc75d56b29aa3c5de8b6ac438242dd2574ba6eaa8bccdffdcfd6b78632f7f"}, + {file = "opencv_python-4.5.5.62-cp36-abi3-win32.whl", hash = "sha256:3a75c7ad45b032eea0c72e389aac6dd435f5c87e87f60237095c083400bc23aa"}, + {file = "opencv_python-4.5.5.62-cp36-abi3-win_amd64.whl", hash = "sha256:c463d2276d8662b972d20ca9644702188507de200ca5405b89e1fe71c5c99989"}, + {file = "opencv_python-4.5.5.62-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:ac92e743e22681f30001942d78512c1e39bce53dbffc504e5645fdc45c0f2c47"}, +] +opt-einsum = [ + {file = "opt_einsum-3.3.0-py3-none-any.whl", hash = "sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147"}, + {file = "opt_einsum-3.3.0.tar.gz", hash = "sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549"}, +] +packaging = [ + {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"}, + {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"}, +] +pandas = [ + {file = "pandas-1.1.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:bf23a3b54d128b50f4f9d4675b3c1857a688cc6731a32f931837d72effb2698d"}, + {file = "pandas-1.1.5-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:5a780260afc88268a9d3ac3511d8f494fdcf637eece62fb9eb656a63d53eb7ca"}, + {file = "pandas-1.1.5-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:b61080750d19a0122469ab59b087380721d6b72a4e7d962e4d7e63e0c4504814"}, + {file = "pandas-1.1.5-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:0de3ddb414d30798cbf56e642d82cac30a80223ad6fe484d66c0ce01a84d6f2f"}, + {file = "pandas-1.1.5-cp36-cp36m-win32.whl", hash = "sha256:70865f96bb38fec46f7ebd66d4b5cfd0aa6b842073f298d621385ae3898d28b5"}, + {file = "pandas-1.1.5-cp36-cp36m-win_amd64.whl", hash = "sha256:19a2148a1d02791352e9fa637899a78e371a3516ac6da5c4edc718f60cbae648"}, + {file = "pandas-1.1.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:26fa92d3ac743a149a31b21d6f4337b0594b6302ea5575b37af9ca9611e8981a"}, + {file = "pandas-1.1.5-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:c16d59c15d946111d2716856dd5479221c9e4f2f5c7bc2d617f39d870031e086"}, + {file = "pandas-1.1.5-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:3be7a7a0ca71a2640e81d9276f526bca63505850add10206d0da2e8a0a325dae"}, + {file = "pandas-1.1.5-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:573fba5b05bf2c69271a32e52399c8de599e4a15ab7cec47d3b9c904125ab788"}, + {file = "pandas-1.1.5-cp37-cp37m-win32.whl", hash = "sha256:21b5a2b033380adbdd36b3116faaf9a4663e375325831dac1b519a44f9e439bb"}, + {file = "pandas-1.1.5-cp37-cp37m-win_amd64.whl", hash = "sha256:24c7f8d4aee71bfa6401faeba367dd654f696a77151a8a28bc2013f7ced4af98"}, + {file = "pandas-1.1.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2860a97cbb25444ffc0088b457da0a79dc79f9c601238a3e0644312fcc14bf11"}, + {file = "pandas-1.1.5-cp38-cp38-manylinux1_i686.whl", hash = "sha256:5008374ebb990dad9ed48b0f5d0038124c73748f5384cc8c46904dace27082d9"}, + {file = "pandas-1.1.5-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:2c2f7c670ea4e60318e4b7e474d56447cf0c7d83b3c2a5405a0dbb2600b9c48e"}, + {file = "pandas-1.1.5-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:0a643bae4283a37732ddfcecab3f62dd082996021b980f580903f4e8e01b3c5b"}, + {file = "pandas-1.1.5-cp38-cp38-win32.whl", hash = "sha256:5447ea7af4005b0daf695a316a423b96374c9c73ffbd4533209c5ddc369e644b"}, + {file = "pandas-1.1.5-cp38-cp38-win_amd64.whl", hash = "sha256:4c62e94d5d49db116bef1bd5c2486723a292d79409fc9abd51adf9e05329101d"}, + {file = "pandas-1.1.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:731568be71fba1e13cae212c362f3d2ca8932e83cb1b85e3f1b4dd77d019254a"}, + {file = "pandas-1.1.5-cp39-cp39-manylinux1_i686.whl", hash = "sha256:c61c043aafb69329d0f961b19faa30b1dab709dd34c9388143fc55680059e55a"}, + {file = "pandas-1.1.5-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:2b1c6cd28a0dfda75c7b5957363333f01d370936e4c6276b7b8e696dd500582a"}, + {file = "pandas-1.1.5-cp39-cp39-win32.whl", hash = "sha256:c94ff2780a1fd89f190390130d6d36173ca59fcfb3fe0ff596f9a56518191ccb"}, + {file = "pandas-1.1.5-cp39-cp39-win_amd64.whl", hash = "sha256:edda9bacc3843dfbeebaf7a701763e68e741b08fccb889c003b0a52f0ee95782"}, + {file = "pandas-1.1.5.tar.gz", hash = "sha256:f10fc41ee3c75a474d3bdf68d396f10782d013d7f67db99c0efbfd0acb99701b"}, +] +param = [ + {file = "param-1.12.0-py2.py3-none-any.whl", hash = "sha256:401929e5b9252c00001d91745c0af1e48d9ca6cda07d2d7b2de9c8fbf2c8e5e7"}, + {file = "param-1.12.0.tar.gz", hash = "sha256:35d0281c8e3beb6dd469f46ff0b917752a54bed94d1b0c567346c76d0ff59c4a"}, +] +pillow = [ + {file = "Pillow-8.4.0-cp310-cp310-macosx_10_10_universal2.whl", hash = "sha256:81f8d5c81e483a9442d72d182e1fb6dcb9723f289a57e8030811bac9ea3fef8d"}, + {file = "Pillow-8.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3f97cfb1e5a392d75dd8b9fd274d205404729923840ca94ca45a0af57e13dbe6"}, + {file = "Pillow-8.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eb9fc393f3c61f9054e1ed26e6fe912c7321af2f41ff49d3f83d05bacf22cc78"}, + {file = "Pillow-8.4.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d82cdb63100ef5eedb8391732375e6d05993b765f72cb34311fab92103314649"}, + {file = "Pillow-8.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:62cc1afda735a8d109007164714e73771b499768b9bb5afcbbee9d0ff374b43f"}, + {file = "Pillow-8.4.0-cp310-cp310-win32.whl", hash = "sha256:e3dacecfbeec9a33e932f00c6cd7996e62f53ad46fbe677577394aaa90ee419a"}, + {file = "Pillow-8.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:620582db2a85b2df5f8a82ddeb52116560d7e5e6b055095f04ad828d1b0baa39"}, + {file = "Pillow-8.4.0-cp36-cp36m-macosx_10_10_x86_64.whl", hash = "sha256:1bc723b434fbc4ab50bb68e11e93ce5fb69866ad621e3c2c9bdb0cd70e345f55"}, + {file = "Pillow-8.4.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:72cbcfd54df6caf85cc35264c77ede902452d6df41166010262374155947460c"}, + {file = "Pillow-8.4.0-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:70ad9e5c6cb9b8487280a02c0ad8a51581dcbbe8484ce058477692a27c151c0a"}, + {file = "Pillow-8.4.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:25a49dc2e2f74e65efaa32b153527fc5ac98508d502fa46e74fa4fd678ed6645"}, + {file = "Pillow-8.4.0-cp36-cp36m-win32.whl", hash = "sha256:93ce9e955cc95959df98505e4608ad98281fff037350d8c2671c9aa86bcf10a9"}, + {file = "Pillow-8.4.0-cp36-cp36m-win_amd64.whl", hash = "sha256:2e4440b8f00f504ee4b53fe30f4e381aae30b0568193be305256b1462216feff"}, + {file = "Pillow-8.4.0-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:8c803ac3c28bbc53763e6825746f05cc407b20e4a69d0122e526a582e3b5e153"}, + {file = "Pillow-8.4.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c8a17b5d948f4ceeceb66384727dde11b240736fddeda54ca740b9b8b1556b29"}, + {file = "Pillow-8.4.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1394a6ad5abc838c5cd8a92c5a07535648cdf6d09e8e2d6df916dfa9ea86ead8"}, + {file = "Pillow-8.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:792e5c12376594bfcb986ebf3855aa4b7c225754e9a9521298e460e92fb4a488"}, + {file = "Pillow-8.4.0-cp37-cp37m-win32.whl", hash = "sha256:d99ec152570e4196772e7a8e4ba5320d2d27bf22fdf11743dd882936ed64305b"}, + {file = "Pillow-8.4.0-cp37-cp37m-win_amd64.whl", hash = "sha256:7b7017b61bbcdd7f6363aeceb881e23c46583739cb69a3ab39cb384f6ec82e5b"}, + {file = "Pillow-8.4.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:d89363f02658e253dbd171f7c3716a5d340a24ee82d38aab9183f7fdf0cdca49"}, + {file = "Pillow-8.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:0a0956fdc5defc34462bb1c765ee88d933239f9a94bc37d132004775241a7585"}, + {file = "Pillow-8.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b7bb9de00197fb4261825c15551adf7605cf14a80badf1761d61e59da347779"}, + {file = "Pillow-8.4.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:72b9e656e340447f827885b8d7a15fc8c4e68d410dc2297ef6787eec0f0ea409"}, + {file = "Pillow-8.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a5a4532a12314149d8b4e4ad8ff09dde7427731fcfa5917ff16d0291f13609df"}, + {file = "Pillow-8.4.0-cp38-cp38-win32.whl", hash = "sha256:82aafa8d5eb68c8463b6e9baeb4f19043bb31fefc03eb7b216b51e6a9981ae09"}, + {file = "Pillow-8.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:066f3999cb3b070a95c3652712cffa1a748cd02d60ad7b4e485c3748a04d9d76"}, + {file = "Pillow-8.4.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:5503c86916d27c2e101b7f71c2ae2cddba01a2cf55b8395b0255fd33fa4d1f1a"}, + {file = "Pillow-8.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4acc0985ddf39d1bc969a9220b51d94ed51695d455c228d8ac29fcdb25810e6e"}, + {file = "Pillow-8.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b052a619a8bfcf26bd8b3f48f45283f9e977890263e4571f2393ed8898d331b"}, + {file = "Pillow-8.4.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:493cb4e415f44cd601fcec11c99836f707bb714ab03f5ed46ac25713baf0ff20"}, + {file = "Pillow-8.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8831cb7332eda5dc89b21a7bce7ef6ad305548820595033a4b03cf3091235ed"}, + {file = "Pillow-8.4.0-cp39-cp39-win32.whl", hash = "sha256:5e9ac5f66616b87d4da618a20ab0a38324dbe88d8a39b55be8964eb520021e02"}, + {file = "Pillow-8.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:3eb1ce5f65908556c2d8685a8f0a6e989d887ec4057326f6c22b24e8a172c66b"}, + {file = "Pillow-8.4.0-pp36-pypy36_pp73-macosx_10_10_x86_64.whl", hash = "sha256:ddc4d832a0f0b4c52fff973a0d44b6c99839a9d016fe4e6a1cb8f3eea96479c2"}, + {file = "Pillow-8.4.0-pp36-pypy36_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9a3e5ddc44c14042f0844b8cf7d2cd455f6cc80fd7f5eefbe657292cf601d9ad"}, + {file = "Pillow-8.4.0-pp36-pypy36_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c70e94281588ef053ae8998039610dbd71bc509e4acbc77ab59d7d2937b10698"}, + {file = "Pillow-8.4.0-pp37-pypy37_pp73-macosx_10_10_x86_64.whl", hash = "sha256:3862b7256046fcd950618ed22d1d60b842e3a40a48236a5498746f21189afbbc"}, + {file = "Pillow-8.4.0-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a4901622493f88b1a29bd30ec1a2f683782e57c3c16a2dbc7f2595ba01f639df"}, + {file = "Pillow-8.4.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84c471a734240653a0ec91dec0996696eea227eafe72a33bd06c92697728046b"}, + {file = "Pillow-8.4.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:244cf3b97802c34c41905d22810846802a3329ddcb93ccc432870243211c79fc"}, + {file = "Pillow-8.4.0.tar.gz", hash = "sha256:b8e2f83c56e141920c39464b852de3719dfbfb6e3c99a2d8da0edf4fb33176ed"}, +] +protobuf = [ + {file = "protobuf-3.19.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1cb2ed66aac593adbf6dca4f07cd7ee7e2958b17bbc85b2cc8bc564ebeb258ec"}, + {file = "protobuf-3.19.3-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:898bda9cd37ec0c781b598891e86435de80c3bfa53eb483a9dac5a11ec93e942"}, + {file = "protobuf-3.19.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ad761ef3be34c8bdc7285bec4b40372a8dad9e70cfbdc1793cd3cf4c1a4ce74"}, + {file = "protobuf-3.19.3-cp310-cp310-win32.whl", hash = "sha256:2cddcbcc222f3144765ccccdb35d3621dc1544da57a9aca7e1944c1a4fe3db11"}, + {file = "protobuf-3.19.3-cp310-cp310-win_amd64.whl", hash = "sha256:6202df8ee8457cb00810c6e76ced480f22a1e4e02c899a14e7b6e6e1de09f938"}, + {file = "protobuf-3.19.3-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:397d82f1c58b76445469c8c06b8dee1ff67b3053639d054f52599a458fac9bc6"}, + {file = "protobuf-3.19.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e54b8650e849ee8e95e481024bff92cf98f5ec61c7650cb838d928a140adcb63"}, + {file = "protobuf-3.19.3-cp36-cp36m-win32.whl", hash = "sha256:3bf3a07d17ba3511fe5fa916afb7351f482ab5dbab5afe71a7a384274a2cd550"}, + {file = "protobuf-3.19.3-cp36-cp36m-win_amd64.whl", hash = "sha256:afa8122de8064fd577f49ae9eef433561c8ace97a0a7b969d56e8b1d39b5d177"}, + {file = "protobuf-3.19.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:18c40a1b8721026a85187640f1786d52407dc9c1ba8ec38accb57a46e84015f6"}, + {file = "protobuf-3.19.3-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:af7238849fa79285d448a24db686517570099739527a03c9c2971cce99cc5ae2"}, + {file = "protobuf-3.19.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e765e6dfbbb02c55e4d6d1145743401a84fc0b508f5a81b2c5a738cf86353139"}, + {file = "protobuf-3.19.3-cp37-cp37m-win32.whl", hash = "sha256:c781402ed5396ab56358d7b866d78c03a77cbc26ba0598d8bb0ac32084b1a257"}, + {file = "protobuf-3.19.3-cp37-cp37m-win_amd64.whl", hash = "sha256:544fe9705189b249380fae07952d220c97f5c6c9372a6f936cc83a79601dcb70"}, + {file = "protobuf-3.19.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:84bf3aa3efb00dbe1c7ed55da0f20800b0662541e582d7e62b3e1464d61ed365"}, + {file = "protobuf-3.19.3-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:3f80a3491eaca767cdd86cb8660dc778f634b44abdb0dffc9b2a8e8d0cd617d0"}, + {file = "protobuf-3.19.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9401d96552befcc7311f5ef8f0fa7dba0ef5fd805466b158b141606cd0ab6a8"}, + {file = "protobuf-3.19.3-cp38-cp38-win32.whl", hash = "sha256:ef02d112c025e83db5d1188a847e358beab3e4bbfbbaf10eaf69e67359af51b2"}, + {file = "protobuf-3.19.3-cp38-cp38-win_amd64.whl", hash = "sha256:1291a0a7db7d792745c99d4657b4c5c4942695c8b1ac1bfb993a34035ec123f7"}, + {file = "protobuf-3.19.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:49677e5e9c7ea1245a90c2e8a00d304598f22ea3aa0628f0e0a530a9e70665fa"}, + {file = "protobuf-3.19.3-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:df2ba379ee42427e8fcc6a0a76843bff6efb34ef5266b17f95043939b5e25b69"}, + {file = "protobuf-3.19.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2acd7ca329be544d1a603d5f13a4e34a3791c90d651ebaf130ba2e43ae5397c6"}, + {file = "protobuf-3.19.3-cp39-cp39-win32.whl", hash = "sha256:b53519b2ebec70cfe24b4ddda21e9843f0918d7c3627a785393fb35d402ab8ad"}, + {file = "protobuf-3.19.3-cp39-cp39-win_amd64.whl", hash = "sha256:8ceaf5fdb72c8e1fcb7be9f2b3b07482ce058a3548180c0bdd5c7e4ac5e14165"}, + {file = "protobuf-3.19.3-py2.py3-none-any.whl", hash = "sha256:f6d4b5b7595a57e69eb7314c67bef4a3c745b4caf91accaf72913d8e0635111b"}, + {file = "protobuf-3.19.3.tar.gz", hash = "sha256:d975a6314fbf5c524d4981e24294739216b5fb81ef3c14b86fb4b045d6690907"}, +] +py-cpuinfo = [ + {file = "py-cpuinfo-5.0.0.tar.gz", hash = "sha256:2cf6426f776625b21d1db8397d3297ef7acfa59018f02a8779123f3190f18500"}, +] +pyasn1 = [ + {file = "pyasn1-0.4.8-py2.4.egg", hash = "sha256:fec3e9d8e36808a28efb59b489e4528c10ad0f480e57dcc32b4de5c9d8c9fdf3"}, + {file = "pyasn1-0.4.8-py2.5.egg", hash = "sha256:0458773cfe65b153891ac249bcf1b5f8f320b7c2ce462151f8fa74de8934becf"}, + {file = "pyasn1-0.4.8-py2.6.egg", hash = "sha256:5c9414dcfede6e441f7e8f81b43b34e834731003427e5b09e4e00e3172a10f00"}, + {file = "pyasn1-0.4.8-py2.7.egg", hash = "sha256:6e7545f1a61025a4e58bb336952c5061697da694db1cae97b116e9c46abcf7c8"}, + {file = "pyasn1-0.4.8-py2.py3-none-any.whl", hash = "sha256:39c7e2ec30515947ff4e87fb6f456dfc6e84857d34be479c9d4a4ba4bf46aa5d"}, + {file = "pyasn1-0.4.8-py3.1.egg", hash = "sha256:78fa6da68ed2727915c4767bb386ab32cdba863caa7dbe473eaae45f9959da86"}, + {file = "pyasn1-0.4.8-py3.2.egg", hash = "sha256:08c3c53b75eaa48d71cf8c710312316392ed40899cb34710d092e96745a358b7"}, + {file = "pyasn1-0.4.8-py3.3.egg", hash = "sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576"}, + {file = "pyasn1-0.4.8-py3.4.egg", hash = "sha256:7ab8a544af125fb704feadb008c99a88805126fb525280b2270bb25cc1d78a12"}, + {file = "pyasn1-0.4.8-py3.5.egg", hash = "sha256:e89bf84b5437b532b0803ba5c9a5e054d21fec423a89952a74f87fa2c9b7bce2"}, + {file = "pyasn1-0.4.8-py3.6.egg", hash = "sha256:014c0e9976956a08139dc0712ae195324a75e142284d5f87f1a87ee1b068a359"}, + {file = "pyasn1-0.4.8-py3.7.egg", hash = "sha256:99fcc3c8d804d1bc6d9a099921e39d827026409a58f2a720dcdb89374ea0c776"}, + {file = "pyasn1-0.4.8.tar.gz", hash = "sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba"}, +] +pyasn1-modules = [ + {file = "pyasn1-modules-0.2.8.tar.gz", hash = "sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e"}, + {file = "pyasn1_modules-0.2.8-py2.4.egg", hash = "sha256:0fe1b68d1e486a1ed5473f1302bd991c1611d319bba158e98b106ff86e1d7199"}, + {file = "pyasn1_modules-0.2.8-py2.5.egg", hash = "sha256:fe0644d9ab041506b62782e92b06b8c68cca799e1a9636ec398675459e031405"}, + {file = "pyasn1_modules-0.2.8-py2.6.egg", hash = "sha256:a99324196732f53093a84c4369c996713eb8c89d360a496b599fb1a9c47fc3eb"}, + {file = "pyasn1_modules-0.2.8-py2.7.egg", hash = "sha256:0845a5582f6a02bb3e1bde9ecfc4bfcae6ec3210dd270522fee602365430c3f8"}, + {file = "pyasn1_modules-0.2.8-py2.py3-none-any.whl", hash = "sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74"}, + {file = "pyasn1_modules-0.2.8-py3.1.egg", hash = "sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d"}, + {file = "pyasn1_modules-0.2.8-py3.2.egg", hash = "sha256:b80486a6c77252ea3a3e9b1e360bc9cf28eaac41263d173c032581ad2f20fe45"}, + {file = "pyasn1_modules-0.2.8-py3.3.egg", hash = "sha256:65cebbaffc913f4fe9e4808735c95ea22d7a7775646ab690518c056784bc21b4"}, + {file = "pyasn1_modules-0.2.8-py3.4.egg", hash = "sha256:15b7c67fabc7fc240d87fb9aabf999cf82311a6d6fb2c70d00d3d0604878c811"}, + {file = "pyasn1_modules-0.2.8-py3.5.egg", hash = "sha256:426edb7a5e8879f1ec54a1864f16b882c2837bfd06eee62f2c982315ee2473ed"}, + {file = "pyasn1_modules-0.2.8-py3.6.egg", hash = "sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0"}, + {file = "pyasn1_modules-0.2.8-py3.7.egg", hash = "sha256:c29a5e5cc7a3f05926aff34e097e84f8589cd790ce0ed41b67aed6857b26aafd"}, +] +pyct = [ + {file = "pyct-0.4.8-py2.py3-none-any.whl", hash = "sha256:222e104d561b28cfdb56667d2ba10e5290b4466db66d0af38ab935577af85390"}, + {file = "pyct-0.4.8.tar.gz", hash = "sha256:23d7525b5a1567535c093aea4b9c33809415aa5f018dd77f6eb738b1226df6f7"}, +] +pyparsing = [ + {file = "pyparsing-3.0.6-py3-none-any.whl", hash = "sha256:04ff808a5b90911829c55c4e26f75fa5ca8a2f5f36aa3a51f68e27033341d3e4"}, + {file = "pyparsing-3.0.6.tar.gz", hash = "sha256:d9bdec0013ef1eb5a84ab39a3b3868911598afa494f5faa038647101504e2b81"}, +] +python-dateutil = [ + {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"}, + {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"}, +] +pytz = [ + {file = "pytz-2021.3-py2.py3-none-any.whl", hash = "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c"}, + {file = "pytz-2021.3.tar.gz", hash = "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"}, +] +requests = [ + {file = "requests-2.27.1-py2.py3-none-any.whl", hash = "sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d"}, + {file = "requests-2.27.1.tar.gz", hash = "sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61"}, +] +requests-oauthlib = [ + {file = "requests-oauthlib-1.3.0.tar.gz", hash = "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"}, + {file = "requests_oauthlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"}, + {file = "requests_oauthlib-1.3.0-py3.7.egg", hash = "sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc"}, +] +rsa = [ + {file = "rsa-4.8-py3-none-any.whl", hash = "sha256:95c5d300c4e879ee69708c428ba566c59478fd653cc3a22243eeb8ed846950bb"}, + {file = "rsa-4.8.tar.gz", hash = "sha256:5c6bd9dc7a543b7fe4304a631f8a8a3b674e2bbfc49c2ae96200cdbe55df6b17"}, +] +"ruamel.yaml" = [ + {file = "ruamel.yaml-0.17.20-py3-none-any.whl", hash = "sha256:810eef9c46523a3f77479c66267a4708255ebe806a2d540078408c2227f011af"}, + {file = "ruamel.yaml-0.17.20.tar.gz", hash = "sha256:4b8a33c1efb2b443a93fcaafcfa4d2e445f8e8c29c528d9f5cdafb7cc9e4004c"}, +] +"ruamel.yaml.clib" = [ + {file = "ruamel.yaml.clib-0.2.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6e7be2c5bcb297f5b82fee9c665eb2eb7001d1050deaba8471842979293a80b0"}, + {file = "ruamel.yaml.clib-0.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:221eca6f35076c6ae472a531afa1c223b9c29377e62936f61bc8e6e8bdc5f9e7"}, + {file = "ruamel.yaml.clib-0.2.6-cp310-cp310-win32.whl", hash = "sha256:1070ba9dd7f9370d0513d649420c3b362ac2d687fe78c6e888f5b12bf8bc7bee"}, + {file = "ruamel.yaml.clib-0.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:77df077d32921ad46f34816a9a16e6356d8100374579bc35e15bab5d4e9377de"}, + {file = "ruamel.yaml.clib-0.2.6-cp35-cp35m-macosx_10_6_intel.whl", hash = "sha256:cfdb9389d888c5b74af297e51ce357b800dd844898af9d4a547ffc143fa56751"}, + {file = "ruamel.yaml.clib-0.2.6-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:7b2927e92feb51d830f531de4ccb11b320255ee95e791022555971c466af4527"}, + {file = "ruamel.yaml.clib-0.2.6-cp35-cp35m-win32.whl", hash = "sha256:ada3f400d9923a190ea8b59c8f60680c4ef8a4b0dfae134d2f2ff68429adfab5"}, + {file = "ruamel.yaml.clib-0.2.6-cp35-cp35m-win_amd64.whl", hash = "sha256:de9c6b8a1ba52919ae919f3ae96abb72b994dd0350226e28f3686cb4f142165c"}, + {file = "ruamel.yaml.clib-0.2.6-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:d67f273097c368265a7b81e152e07fb90ed395df6e552b9fa858c6d2c9f42502"}, + {file = "ruamel.yaml.clib-0.2.6-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:72a2b8b2ff0a627496aad76f37a652bcef400fd861721744201ef1b45199ab78"}, + {file = "ruamel.yaml.clib-0.2.6-cp36-cp36m-win32.whl", hash = "sha256:9efef4aab5353387b07f6b22ace0867032b900d8e91674b5d8ea9150db5cae94"}, + {file = "ruamel.yaml.clib-0.2.6-cp36-cp36m-win_amd64.whl", hash = "sha256:846fc8336443106fe23f9b6d6b8c14a53d38cef9a375149d61f99d78782ea468"}, + {file = "ruamel.yaml.clib-0.2.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0847201b767447fc33b9c235780d3aa90357d20dd6108b92be544427bea197dd"}, + {file = "ruamel.yaml.clib-0.2.6-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:78988ed190206672da0f5d50c61afef8f67daa718d614377dcd5e3ed85ab4a99"}, + {file = "ruamel.yaml.clib-0.2.6-cp37-cp37m-win32.whl", hash = "sha256:a49e0161897901d1ac9c4a79984b8410f450565bbad64dbfcbf76152743a0cdb"}, + {file = "ruamel.yaml.clib-0.2.6-cp37-cp37m-win_amd64.whl", hash = "sha256:bf75d28fa071645c529b5474a550a44686821decebdd00e21127ef1fd566eabe"}, + {file = "ruamel.yaml.clib-0.2.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a32f8d81ea0c6173ab1b3da956869114cae53ba1e9f72374032e33ba3118c233"}, + {file = "ruamel.yaml.clib-0.2.6-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7f7ecb53ae6848f959db6ae93bdff1740e651809780822270eab111500842a84"}, + {file = "ruamel.yaml.clib-0.2.6-cp38-cp38-win32.whl", hash = "sha256:89221ec6d6026f8ae859c09b9718799fea22c0e8da8b766b0b2c9a9ba2db326b"}, + {file = "ruamel.yaml.clib-0.2.6-cp38-cp38-win_amd64.whl", hash = "sha256:31ea73e564a7b5fbbe8188ab8b334393e06d997914a4e184975348f204790277"}, + {file = "ruamel.yaml.clib-0.2.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:dc6a613d6c74eef5a14a214d433d06291526145431c3b964f5e16529b1842bed"}, + {file = "ruamel.yaml.clib-0.2.6-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:1866cf2c284a03b9524a5cc00daca56d80057c5ce3cdc86a52020f4c720856f0"}, + {file = "ruamel.yaml.clib-0.2.6-cp39-cp39-win32.whl", hash = "sha256:3fb9575a5acd13031c57a62cc7823e5d2ff8bc3835ba4d94b921b4e6ee664104"}, + {file = "ruamel.yaml.clib-0.2.6-cp39-cp39-win_amd64.whl", hash = "sha256:825d5fccef6da42f3c8eccd4281af399f21c02b32d98e113dbc631ea6a6ecbc7"}, + {file = "ruamel.yaml.clib-0.2.6.tar.gz", hash = "sha256:4ff604ce439abb20794f05613c374759ce10e3595d1867764dd1ae675b85acbd"}, +] +six = [ + {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, + {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, +] +tables = [ + {file = "tables-3.6.1-2-cp36-cp36m-win32.whl", hash = "sha256:db163df08ded7804d596dee14d88397f6c55cdf4671b3992cb885c0b3890a54d"}, + {file = "tables-3.6.1-2-cp36-cp36m-win_amd64.whl", hash = "sha256:fd63c94960f8208cb13d41033a3114c0242e7737cb578f2454c6a087c5d246ec"}, + {file = "tables-3.6.1-2-cp37-cp37m-win32.whl", hash = "sha256:9d06c5fda6657698bae4fbe841204625b501ddf2e2a77131c23f3d3ac072db82"}, + {file = "tables-3.6.1-2-cp37-cp37m-win_amd64.whl", hash = "sha256:c0b97a7363941d9518573c217cb5bfe4b2b456748aac1e9420d3979f7d5e82d2"}, + {file = "tables-3.6.1-2-cp38-cp38-win32.whl", hash = "sha256:6055dd1d3ec03fd25c60bb93a4be396464f0640fd5845884230dae1deb7e6cc6"}, + {file = "tables-3.6.1-2-cp38-cp38-win_amd64.whl", hash = "sha256:bfdbcacffec122ce8d1b0dd6ffc3c6051bedd6081e20264fa96165d43fc78f52"}, + {file = "tables-3.6.1-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:d95faa1174653a738ac8183a95f050a29a3f69efac6e71f70cde8d717e31af17"}, + {file = "tables-3.6.1-cp36-cp36m-macosx_10_6_intel.whl", hash = "sha256:f1327aeef8b6c0fec5aae9f5f5a57b2d8ec98c08495fd09471b749ea46de9eb0"}, + {file = "tables-3.6.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:f9c88511483c8fd39e7841fc60bc7038c96eeb87fe776092439172e1e6330f49"}, + {file = "tables-3.6.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:361da30289ecdcb39b7648c786d8185f9ab08879c0a58a3fc56dab026e122d8e"}, + {file = "tables-3.6.1-cp36-cp36m-win32.whl", hash = "sha256:ea4b41ed95953ad588bcd6e557577414e50754011430c27934daf5dbd2d52251"}, + {file = "tables-3.6.1-cp36-cp36m-win_amd64.whl", hash = "sha256:6e13a3eaf86f9eba582a04b44929ee1585a05dd539d207a10a22374b7e4552ca"}, + {file = "tables-3.6.1-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:acb3f905c63e437023071833744b3e5a83376dc457f413f0840d8d50dd5d402b"}, + {file = "tables-3.6.1-cp37-cp37m-macosx_10_6_intel.whl", hash = "sha256:4628e762a8aacfa038cdae118d2d1df9a9ddd9b4a82d6993f4bcbfa7744a9f8a"}, + {file = "tables-3.6.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:8c96c5d4a9ebe34b72b918b3189954e2d5b6f87cb211d4244b7c001661d8a861"}, + {file = "tables-3.6.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:950167d56b45ece117f79d839d5d55f0cb45bfca20290fa9dcd70255282f969e"}, + {file = "tables-3.6.1-cp37-cp37m-win32.whl", hash = "sha256:8ea87231788cfd5773ffbe33f149f778f9ef4ab681149dec00cb88e1681bd299"}, + {file = "tables-3.6.1-cp37-cp37m-win_amd64.whl", hash = "sha256:169450bd11959c0e1c43137e768cf8b60b2a4f3b2ebf9a620e21865dc0c2d059"}, + {file = "tables-3.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:eed1e030bb077476d585697e37f2b8e37db4157ff93b485b43f374254cff8698"}, + {file = "tables-3.6.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:7acbf0e2fb7132a40f441ebb53b53c97cee05fb88ce743afdd97c681d1d377d7"}, + {file = "tables-3.6.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:94d7ccac04277089e3bb466bf5c8f7038dd53bb8f19ea9679b7fea62c5c3ae8f"}, + {file = "tables-3.6.1-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:da9e1ee83c01ed4d1382c7b186d77b4c0ef80b340a48d11a66346e30342c5929"}, + {file = "tables-3.6.1-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:dedb959c00ac9e84562a69e80fa858d7aa06d91f96c6cb8cccbbbaf7a879436b"}, + {file = "tables-3.6.1.tar.gz", hash = "sha256:49a972b8a7c27a8a173aeb05f67acb45fe608b64cd8e9fa667c0962a60b71b49"}, +] +tensorboard = [ + {file = "tensorboard-2.7.0-py3-none-any.whl", hash = "sha256:239f78a4a8dff200ce585a030c787773a8c1184d5c159252f5f85bac4e3c3b38"}, +] +tensorboard-data-server = [ + {file = "tensorboard_data_server-0.6.1-py3-none-any.whl", hash = "sha256:809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7"}, + {file = "tensorboard_data_server-0.6.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:fa8cef9be4fcae2f2363c88176638baf2da19c5ec90addb49b1cde05c95c88ee"}, + {file = "tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl", hash = "sha256:d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a"}, +] +tensorboard-plugin-wit = [ + {file = "tensorboard_plugin_wit-1.8.1-py3-none-any.whl", hash = "sha256:ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe"}, +] +tensorflow = [ + {file = "tensorflow-2.7.0-cp37-cp37m-macosx_10_11_x86_64.whl", hash = "sha256:12f19d6c7161ffef21e69a14e60aaaf47dc25bff133ac954839f1308262b29bf"}, + {file = "tensorflow-2.7.0-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:be0a2e3460dacc4214eedd6484b11e50583cb790ed37c6872378100fcaff1090"}, + {file = "tensorflow-2.7.0-cp37-cp37m-win_amd64.whl", hash = "sha256:8f6066b1cbd33e47beb5a35df0f06c60d59d1e0b02ac420789b7679e8d879c70"}, + {file = "tensorflow-2.7.0-cp38-cp38-macosx_10_11_x86_64.whl", hash = "sha256:eb653c85bdd00ca2dba6104b1a04c37eaffccec47e5357a0f57d7b9ee9a678c0"}, + {file = "tensorflow-2.7.0-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:62db938367757c9fb54c56fa2fbbe3cd3bf05c046ee1da81667257fea554dc70"}, + {file = "tensorflow-2.7.0-cp38-cp38-win_amd64.whl", hash = "sha256:a4539796c4ff8e7a3baaa6337cea237e49ec8f56a9c45f618a9642b474c0c8bd"}, + {file = "tensorflow-2.7.0-cp39-cp39-macosx_10_11_x86_64.whl", hash = "sha256:e24b83eecf70d0467adbd5c5507a4f1a448b6df8cc586471d3decce8c50dd25f"}, + {file = "tensorflow-2.7.0-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:ae17148d608a280c8d82d18404883367015e36cb1f4e02d34395d70a96912432"}, + {file = "tensorflow-2.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:7c7572de9f80547dcf3bcc2f94cd7d5dc14395d494c3b9d223e7b3e579a6b24f"}, +] +tensorflow-estimator = [ + {file = "tensorflow_estimator-2.7.0-py2.py3-none-any.whl", hash = "sha256:325b5a224864379242b7b76c6987ca544239be82579d33e68ec7c2bda57abc9d"}, +] +tensorflow-io-gcs-filesystem = [ + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:80e2078b94ba5f140b5d366ee3b07b493760d2c76d7426ec417f7be2795a0799"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:378b2219fd9a26ad4e92f70192cdb7cc5e12d07b206c2fd9937e92e5c876003a"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp310-cp310-win_amd64.whl", hash = "sha256:5e3f87cb4d1d744ca7d474f801fadd2679f5b1b5b4ba2dccc2beba8a853fbec6"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:f3262a24bcc15ee7febc2c85b699e98c44dffaa4d03113dfd56d29472d07879b"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:650cb4ca2637345f3b75e4252f1db2f64f4fd4d15f1359ab76b9e34ad39e92fd"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp37-cp37m-win_amd64.whl", hash = "sha256:5dea85fa7814cac81f46bc9c2f635d25e01c7657129770ee720562a2f54fb1c0"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:deeedd36b7779445e6806f3c13302de4acc3a26b42e0c0a2464e38b1f722d71a"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4f04896024205b3c945249c1ad7a3d1681155a09107ad5a67f88724dc6a1a57d"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp38-cp38-win_amd64.whl", hash = "sha256:daa8d999e397b2ca9167074cdfaaf0c0226b5a66b7788b4153a62f597028e44d"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:fe0f375a1806f99ad9f0315d157732cb073105b9022c1fd6f39b7e0cbf43e927"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7940b90faf633e4bb27dd1579a7a55dfb56921c879c867c732a0c0c96f29542b"}, + {file = "tensorflow_io_gcs_filesystem-0.23.1-cp39-cp39-win_amd64.whl", hash = "sha256:15d9a8e86355fcc1fc6fd06a8ee2fcb89431dafbb9e3560dfd9a35443b22c6fc"}, +] +termcolor = [ + {file = "termcolor-1.1.0.tar.gz", hash = "sha256:1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b"}, +] +tqdm = [ + {file = "tqdm-4.62.3-py2.py3-none-any.whl", hash = "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c"}, + {file = "tqdm-4.62.3.tar.gz", hash = "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d"}, +] +typing-extensions = [ + {file = "typing_extensions-4.0.1-py3-none-any.whl", hash = "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"}, + {file = "typing_extensions-4.0.1.tar.gz", hash = "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e"}, +] +urllib3 = [ + {file = "urllib3-1.26.8-py2.py3-none-any.whl", hash = "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed"}, + {file = "urllib3-1.26.8.tar.gz", hash = "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"}, +] +werkzeug = [ + {file = "Werkzeug-2.0.2-py3-none-any.whl", hash = "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f"}, + {file = "Werkzeug-2.0.2.tar.gz", hash = "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"}, +] +wrapt = [ + {file = "wrapt-1.13.3-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:e05e60ff3b2b0342153be4d1b597bbcfd8330890056b9619f4ad6b8d5c96a81a"}, + {file = "wrapt-1.13.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:85148f4225287b6a0665eef08a178c15097366d46b210574a658c1ff5b377489"}, + {file = "wrapt-1.13.3-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:2dded5496e8f1592ec27079b28b6ad2a1ef0b9296d270f77b8e4a3a796cf6909"}, + {file = "wrapt-1.13.3-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:e94b7d9deaa4cc7bac9198a58a7240aaf87fe56c6277ee25fa5b3aa1edebd229"}, + {file = "wrapt-1.13.3-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:498e6217523111d07cd67e87a791f5e9ee769f9241fcf8a379696e25806965af"}, + {file = "wrapt-1.13.3-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:ec7e20258ecc5174029a0f391e1b948bf2906cd64c198a9b8b281b811cbc04de"}, + {file = "wrapt-1.13.3-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:87883690cae293541e08ba2da22cacaae0a092e0ed56bbba8d018cc486fbafbb"}, + {file = "wrapt-1.13.3-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:f99c0489258086308aad4ae57da9e8ecf9e1f3f30fa35d5e170b4d4896554d80"}, + {file = "wrapt-1.13.3-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:6a03d9917aee887690aa3f1747ce634e610f6db6f6b332b35c2dd89412912bca"}, + {file = "wrapt-1.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:936503cb0a6ed28dbfa87e8fcd0a56458822144e9d11a49ccee6d9a8adb2ac44"}, + {file = "wrapt-1.13.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:f9c51d9af9abb899bd34ace878fbec8bf357b3194a10c4e8e0a25512826ef056"}, + {file = "wrapt-1.13.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:220a869982ea9023e163ba915077816ca439489de6d2c09089b219f4e11b6785"}, + {file = "wrapt-1.13.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:0877fe981fd76b183711d767500e6b3111378ed2043c145e21816ee589d91096"}, + {file = "wrapt-1.13.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:43e69ffe47e3609a6aec0fe723001c60c65305784d964f5007d5b4fb1bc6bf33"}, + {file = "wrapt-1.13.3-cp310-cp310-win32.whl", hash = "sha256:78dea98c81915bbf510eb6a3c9c24915e4660302937b9ae05a0947164248020f"}, + {file = "wrapt-1.13.3-cp310-cp310-win_amd64.whl", hash = "sha256:ea3e746e29d4000cd98d572f3ee2a6050a4f784bb536f4ac1f035987fc1ed83e"}, + {file = "wrapt-1.13.3-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:8c73c1a2ec7c98d7eaded149f6d225a692caa1bd7b2401a14125446e9e90410d"}, + {file = "wrapt-1.13.3-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:086218a72ec7d986a3eddb7707c8c4526d677c7b35e355875a0fe2918b059179"}, + {file = "wrapt-1.13.3-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:e92d0d4fa68ea0c02d39f1e2f9cb5bc4b4a71e8c442207433d8db47ee79d7aa3"}, + {file = "wrapt-1.13.3-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:d4a5f6146cfa5c7ba0134249665acd322a70d1ea61732723c7d3e8cc0fa80755"}, + {file = "wrapt-1.13.3-cp35-cp35m-win32.whl", hash = "sha256:8aab36778fa9bba1a8f06a4919556f9f8c7b33102bd71b3ab307bb3fecb21851"}, + {file = "wrapt-1.13.3-cp35-cp35m-win_amd64.whl", hash = "sha256:944b180f61f5e36c0634d3202ba8509b986b5fbaf57db3e94df11abee244ba13"}, + {file = "wrapt-1.13.3-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:2ebdde19cd3c8cdf8df3fc165bc7827334bc4e353465048b36f7deeae8ee0918"}, + {file = "wrapt-1.13.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:610f5f83dd1e0ad40254c306f4764fcdc846641f120c3cf424ff57a19d5f7ade"}, + {file = "wrapt-1.13.3-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5601f44a0f38fed36cc07db004f0eedeaadbdcec90e4e90509480e7e6060a5bc"}, + {file = "wrapt-1.13.3-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:e6906d6f48437dfd80464f7d7af1740eadc572b9f7a4301e7dd3d65db285cacf"}, + {file = "wrapt-1.13.3-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:766b32c762e07e26f50d8a3468e3b4228b3736c805018e4b0ec8cc01ecd88125"}, + {file = "wrapt-1.13.3-cp36-cp36m-win32.whl", hash = "sha256:5f223101f21cfd41deec8ce3889dc59f88a59b409db028c469c9b20cfeefbe36"}, + {file = "wrapt-1.13.3-cp36-cp36m-win_amd64.whl", hash = "sha256:f122ccd12fdc69628786d0c947bdd9cb2733be8f800d88b5a37c57f1f1d73c10"}, + {file = "wrapt-1.13.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:46f7f3af321a573fc0c3586612db4decb7eb37172af1bc6173d81f5b66c2e068"}, + {file = "wrapt-1.13.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:778fd096ee96890c10ce96187c76b3e99b2da44e08c9e24d5652f356873f6709"}, + {file = "wrapt-1.13.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:0cb23d36ed03bf46b894cfec777eec754146d68429c30431c99ef28482b5c1df"}, + {file = "wrapt-1.13.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:96b81ae75591a795d8c90edc0bfaab44d3d41ffc1aae4d994c5aa21d9b8e19a2"}, + {file = "wrapt-1.13.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:7dd215e4e8514004c8d810a73e342c536547038fb130205ec4bba9f5de35d45b"}, + {file = "wrapt-1.13.3-cp37-cp37m-win32.whl", hash = "sha256:47f0a183743e7f71f29e4e21574ad3fa95676136f45b91afcf83f6a050914829"}, + {file = "wrapt-1.13.3-cp37-cp37m-win_amd64.whl", hash = "sha256:fd76c47f20984b43d93de9a82011bb6e5f8325df6c9ed4d8310029a55fa361ea"}, + {file = "wrapt-1.13.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b73d4b78807bd299b38e4598b8e7bd34ed55d480160d2e7fdaabd9931afa65f9"}, + {file = "wrapt-1.13.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:ec9465dd69d5657b5d2fa6133b3e1e989ae27d29471a672416fd729b429eb554"}, + {file = "wrapt-1.13.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:dd91006848eb55af2159375134d724032a2d1d13bcc6f81cd8d3ed9f2b8e846c"}, + {file = "wrapt-1.13.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:ae9de71eb60940e58207f8e71fe113c639da42adb02fb2bcbcaccc1ccecd092b"}, + {file = "wrapt-1.13.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:51799ca950cfee9396a87f4a1240622ac38973b6df5ef7a41e7f0b98797099ce"}, + {file = "wrapt-1.13.3-cp38-cp38-win32.whl", hash = "sha256:4b9c458732450ec42578b5642ac53e312092acf8c0bfce140ada5ca1ac556f79"}, + {file = "wrapt-1.13.3-cp38-cp38-win_amd64.whl", hash = "sha256:7dde79d007cd6dfa65afe404766057c2409316135cb892be4b1c768e3f3a11cb"}, + {file = "wrapt-1.13.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:981da26722bebb9247a0601e2922cedf8bb7a600e89c852d063313102de6f2cb"}, + {file = "wrapt-1.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:705e2af1f7be4707e49ced9153f8d72131090e52be9278b5dbb1498c749a1e32"}, + {file = "wrapt-1.13.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:25b1b1d5df495d82be1c9d2fad408f7ce5ca8a38085e2da41bb63c914baadff7"}, + {file = "wrapt-1.13.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:77416e6b17926d953b5c666a3cb718d5945df63ecf922af0ee576206d7033b5e"}, + {file = "wrapt-1.13.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:865c0b50003616f05858b22174c40ffc27a38e67359fa1495605f96125f76640"}, + {file = "wrapt-1.13.3-cp39-cp39-win32.whl", hash = "sha256:0a017a667d1f7411816e4bf214646d0ad5b1da2c1ea13dec6c162736ff25a374"}, + {file = "wrapt-1.13.3-cp39-cp39-win_amd64.whl", hash = "sha256:81bd7c90d28a4b2e1df135bfbd7c23aee3050078ca6441bead44c42483f9ebfb"}, + {file = "wrapt-1.13.3.tar.gz", hash = "sha256:1fea9cd438686e6682271d36f3481a9f3636195578bab9ca3382e2f5f01fc185"}, +] +zipp = [ + {file = "zipp-3.7.0-py3-none-any.whl", hash = "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"}, + {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"}, +] diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..12c072b --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,41 @@ +[tool.poetry] +name = "deeplabcut-live" +version = "1.0.2" +description = "Class to load exported DeepLabCut networks and perform pose estimation on single frames (from a camera feed)" +authors = ["A. & M. Mathis Labs "] +license = "AGPL-3.0-or-later" +readme = "README.md" +homepage = "https://github.com/DeepLabCut/DeepLabCut-live" +repository = "https://github.com/DeepLabCut/DeepLabCut-live" +classifiers = [ + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.7", + "License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)", + "Operating System :: OS Independent" +] +packages = [ + { include = "dlclive" } +] +include = ["dlclive/check_install/*"] + +[tool.poetry.scripts] +dlc-live-test = "dlclive.check_install.check_install:main" +dlc-live-benchmark = "dlclive.benchmark:main" + +[tool.poetry.dependencies] +python = ">=3.7,<3.10" +numpy = "~1.18" +"ruamel.yaml" = "^0.17.20" +colorcet = "^3.0.0" +Pillow = "<9.0.0" +py-cpuinfo = "5.0.0" +tqdm = "^4.62.3" +tensorflow = "^2.7.0" +pandas = "^1.1" +tables = "<3.7" +opencv-python = "^4.2" +[tool.poetry.dev-dependencies] + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index 4719d60..0000000 --- a/requirements.txt +++ /dev/null @@ -1,6 +0,0 @@ -numpy -ruamel.yaml -colorcet -pillow -py-cpuinfo==5.0.0 -tqdm diff --git a/setup.py b/setup.py deleted file mode 100755 index a9b85b8..0000000 --- a/setup.py +++ /dev/null @@ -1,64 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -DeepLabCut Toolbox (deeplabcut.org) -© A. & M. Mathis Labs - -Licensed under GNU Lesser General Public License v3.0 -""" - - -import setuptools -from importlib.util import find_spec -import warnings -import platform - -with open("README.md", "r") as fh: - long_description = fh.read() - -install_requires = [ - "numpy<1.19.0", - "ruamel.yaml", - "colorcet", - "pillow", - "py-cpuinfo==5.0.0", - "tqdm", -] - -if "tegra" in platform.platform(): - warnings.warn( - "Not installing the following packages:\nopencv-python\ntensorflow\npandas\ntables\nPlease follow instructions on github to install opencv and tensorflow. If you want to use the benchmark_videos function to save poses from a video, then please install pandas and tables (pip install pandas tables)" - ) -else: - install_requires.append("opencv-python") - install_requires.append("tensorflow") - install_requires.append("pandas") - install_requires.append("tables") - -setuptools.setup( - name="deeplabcut-live", - version="1.0.1", - author="A. & M. Mathis Labs", - author_email="admin@deeplabcut.org", - description="Class to load exported DeepLabCut networks and perform pose estimation on single frames (from a camera feed)", - long_description=long_description, - long_description_content_type="text/markdown", - url="https://github.com/DeepLabCut/DeepLabCut-live", - python_requires=">=3.5, <3.8", - install_requires=install_requires, - packages=setuptools.find_packages(), - package_data={"dlclive": ["check_install/*"]}, - include_package_data=True, - classifiers=( - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.7", - "License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)", - "Operating System :: OS Independent", - ), - entry_points={ - "console_scripts": [ - "dlc-live-test=dlclive.check_install.check_install:main", - "dlc-live-benchmark=dlclive.benchmark:main", - ] - }, -)