added stratifying dataset, added hours per day graph
This commit is contained in:
parent
35cf6f0b11
commit
53b5c44a47
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.gitignore
vendored
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.gitignore
vendored
@ -6,4 +6,23 @@ __pycache__
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scratch.py
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service.json
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cache.json
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.env
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.env
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# Created by https://www.toptal.com/developers/gitignore/api/jupyternotebooks
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# Edit at https://www.toptal.com/developers/gitignore?templates=jupyternotebooks
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### JupyterNotebooks ###
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# gitignore template for Jupyter Notebooks
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# website: http://jupyter.org/
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.ipynb_checkpoints
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*/.ipynb_checkpoints/*
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# IPython
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profile_default/
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ipython_config.py
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# Remove previous ipynb_checkpoints
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# git rm -r .ipynb_checkpoints/
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# End of https://www.toptal.com/developers/gitignore/api/jupyternotebooks
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@ -13,4 +13,6 @@ Uses two data sources,
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2. Spotify audio features
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The two are joined by searching Last.fm tracks on Spotify to get a Uri, the track name and artist name are provided for the query.
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These Uris can be used to retrieve Spotify feature descriptors.
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These Uris can be used to retrieve Spotify feature descriptors.
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![SVM Comparison](docs/w-uw-svm.png)
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analysis.ipynb
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analysis.ipynb
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artist.ipynb
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artist.ipynb
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docs/w-uw-svm.png
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docs/w-uw-svm.png
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log.py
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log.py
@ -1,22 +0,0 @@
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import logging
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logger = logging.getLogger('listening')
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spotframework_logger = logging.getLogger('spotframework')
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fmframework_logger = logging.getLogger('fmframework')
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spotfm_logger = logging.getLogger('spotfm')
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logger.setLevel('DEBUG')
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spotframework_logger.setLevel('INFO')
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fmframework_logger.setLevel('INFO')
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spotfm_logger.setLevel('INFO')
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log_format = '%(levelname)s %(name)s:%(funcName)s - %(message)s'
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formatter = logging.Formatter(log_format)
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stream_handler = logging.StreamHandler()
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stream_handler.setFormatter(formatter)
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logger.addHandler(stream_handler)
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spotframework_logger.addHandler(stream_handler)
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fmframework_logger.addHandler(stream_handler)
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spotfm_logger.addHandler(stream_handler)
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playlist.ipynb
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playlist.ipynb
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poetry.lock
generated
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poetry.lock
generated
@ -211,11 +211,11 @@ python-versions = ">=2.7"
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[[package]]
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name = "fmframework"
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version = "1.0.0"
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version = "1.0.1"
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description = "Last.fm HTTP wrapper library"
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category = "main"
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optional = false
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python-versions = "^3.8"
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python-versions = "^3.6"
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develop = false
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[package.dependencies]
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@ -254,7 +254,7 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
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[[package]]
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name = "google-auth"
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version = "1.26.1"
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version = "1.27.0"
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description = "Google Authentication Library"
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category = "main"
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optional = false
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@ -268,10 +268,11 @@ six = ">=1.9.0"
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[package.extras]
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aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
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pyopenssl = ["pyopenssl (>=20.0.0)"]
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[[package]]
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name = "google-cloud-bigquery"
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version = "2.8.0"
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version = "2.9.0"
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description = "Google BigQuery API client library"
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category = "main"
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optional = false
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@ -541,7 +542,7 @@ traitlets = "*"
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[[package]]
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name = "jupyter-server"
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version = "1.3.0"
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version = "1.4.0"
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description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
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category = "main"
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optional = true
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@ -568,7 +569,7 @@ test = ["coverage", "requests", "pytest", "pytest-cov", "pytest-tornasync", "pyt
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[[package]]
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name = "jupyterlab"
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version = "3.0.7"
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version = "3.0.8"
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description = "The JupyterLab server extension."
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category = "main"
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optional = true
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@ -601,7 +602,7 @@ pygments = ">=2.4.1,<3"
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[[package]]
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name = "jupyterlab-server"
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version = "2.2.0"
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version = "2.2.1"
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description = "JupyterLab Server"
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category = "main"
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optional = true
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@ -926,7 +927,7 @@ testing = ["google-api-core[grpc] (>=1.22.2)"]
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[[package]]
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name = "protobuf"
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version = "3.14.0"
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version = "3.15.0"
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description = "Protocol Buffers"
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category = "main"
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optional = false
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@ -991,7 +992,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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[[package]]
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name = "pygments"
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version = "2.7.4"
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version = "2.8.0"
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description = "Pygments is a syntax highlighting package written in Python."
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category = "main"
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optional = false
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@ -999,14 +1000,14 @@ python-versions = ">=3.5"
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[[package]]
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name = "pylint"
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version = "2.6.0"
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version = "2.6.2"
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description = "python code static checker"
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category = "dev"
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optional = false
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python-versions = ">=3.5.*"
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[package.dependencies]
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astroid = ">=2.4.0,<=2.5"
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astroid = ">=2.4.0,<2.5"
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colorama = {version = "*", markers = "sys_platform == \"win32\""}
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isort = ">=4.2.5,<6"
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mccabe = ">=0.6,<0.7"
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@ -1106,7 +1107,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
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[[package]]
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name = "rsa"
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version = "4.7"
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version = "4.7.1"
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description = "Pure-Python RSA implementation"
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category = "main"
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optional = false
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@ -1137,7 +1138,7 @@ tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "
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[[package]]
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name = "scipy"
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version = "1.6.0"
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version = "1.6.1"
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description = "SciPy: Scientific Library for Python"
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category = "main"
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optional = false
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@ -1180,11 +1181,11 @@ python-versions = ">=3.6"
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[[package]]
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name = "spotframework"
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version = "1.0.1"
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version = "1.0.2"
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description = "Spotify HTTP wrapper library"
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category = "main"
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optional = false
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python-versions = "^3.8"
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python-versions = "^3.6"
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develop = false
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[package.dependencies]
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@ -1198,7 +1199,7 @@ url = "../spotframework"
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[[package]]
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name = "tabulate"
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version = "0.8.7"
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version = "0.8.8"
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description = "Pretty-print tabular data"
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category = "main"
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optional = false
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@ -1453,12 +1454,12 @@ google-api-core = [
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{file = "google_api_core-1.26.0-py2.py3-none-any.whl", hash = "sha256:002e44c533299aecd9dd265d200f9eacd9957cddd2c72e2cd1cb5cea127e972d"},
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]
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google-auth = [
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{file = "google-auth-1.26.1.tar.gz", hash = "sha256:1b461d079b5650efe492a7814e95c536ffa9e7a96e39a6d16189c1604f18554f"},
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{file = "google_auth-1.26.1-py2.py3-none-any.whl", hash = "sha256:8ce6862cf4e9252de10045f05fa80393fde831da9c2b45c39288edeee3cde7f2"},
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{file = "google-auth-1.27.0.tar.gz", hash = "sha256:da5218cbf33b8461d7661d6b4ad91c12c0107e2767904d5e3ae6408031d5463e"},
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{file = "google_auth-1.27.0-py2.py3-none-any.whl", hash = "sha256:d3640ea61ee025d5af00e3ffd82ba0a06dd99724adaf50bdd52f49daf29f3f65"},
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]
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google-cloud-bigquery = [
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{file = "google-cloud-bigquery-2.8.0.tar.gz", hash = "sha256:c4c43f7f440d6e5bb2895d21122af5de65b487ea2c69cea466a516bb826ab921"},
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{file = "google_cloud_bigquery-2.8.0-py2.py3-none-any.whl", hash = "sha256:ba0827a75a0f524a69cc1a6d4d788fae23c39ee01bd2ce8d4e14d9585ce2fb6e"},
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{file = "google-cloud-bigquery-2.9.0.tar.gz", hash = "sha256:33fcbdf5567bdb7657fb3485f061e7f1b45361f65fdafc168ab9172117fd9a5a"},
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{file = "google_cloud_bigquery-2.9.0-py2.py3-none-any.whl", hash = "sha256:967a0b1b5ebc1412879a9309704a0e2d512cee88295dba0de94ac0a471474d12"},
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]
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google-cloud-core = [
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{file = "google-cloud-core-1.6.0.tar.gz", hash = "sha256:c6abb18527545379fc82efc4de75ce9a3772ccad2fc645adace593ba097cbb02"},
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@ -1600,20 +1601,20 @@ jupyter-core = [
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{file = "jupyter_core-4.7.1.tar.gz", hash = "sha256:79025cb3225efcd36847d0840f3fc672c0abd7afd0de83ba8a1d3837619122b4"},
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]
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jupyter-server = [
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{file = "jupyter_server-1.3.0-py3-none-any.whl", hash = "sha256:ae992e84f9ce38af804b5487e44ec5fd10f60d0d4c79a40eb46d66697b7cea89"},
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{file = "jupyter_server-1.3.0.tar.gz", hash = "sha256:b9d32d102df25f66ec3c1fe508c62cd0c856123452d973741da84fee4be01912"},
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{file = "jupyter_server-1.4.0-py3-none-any.whl", hash = "sha256:c21f4a607aab1f3a1289209b5483ec42aeefaf6f9cc6f51ccdc23d9c09ea2387"},
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{file = "jupyter_server-1.4.0.tar.gz", hash = "sha256:023431125ffeae8330eb0daab78658dffc51b3886ec5621ee006dcb0f267cc49"},
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]
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jupyterlab = [
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{file = "jupyterlab-3.0.7-py3-none-any.whl", hash = "sha256:8946b41091816d651629eab729cee0e7a7d09b6b1a449bfba7353026d0ad9f38"},
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{file = "jupyterlab-3.0.7.tar.gz", hash = "sha256:1d531765932f95bf756c088867714efe75bd906e332c0375178f1d905d0ccccf"},
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{file = "jupyterlab-3.0.8-py3-none-any.whl", hash = "sha256:50da506d8881fb9137928341f8d7509d5d4110c94bed43116e14ec10de9e9e60"},
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{file = "jupyterlab-3.0.8.tar.gz", hash = "sha256:e2250dec8042bb824d9dd5381f38b2b34eff7f93bed693bd486b252abafddcbe"},
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jupyterlab-pygments = [
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{file = "jupyterlab_pygments-0.1.2-py2.py3-none-any.whl", hash = "sha256:abfb880fd1561987efaefcb2d2ac75145d2a5d0139b1876d5be806e32f630008"},
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{file = "jupyterlab_pygments-0.1.2.tar.gz", hash = "sha256:cfcda0873626150932f438eccf0f8bf22bfa92345b814890ab360d666b254146"},
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]
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jupyterlab-server = [
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{file = "jupyterlab_server-2.2.0-py3-none-any.whl", hash = "sha256:8bb220b1926a418c80869337f79096cae487ac579f304f574b970ed37c84e31c"},
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{file = "jupyterlab_server-2.2.0.tar.gz", hash = "sha256:68b9322eee2561c89a22fcdf755c57fd750e8132f18fda81d47ca336d1f9b066"},
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{file = "jupyterlab_server-2.2.1-py3-none-any.whl", hash = "sha256:b647c532bbb45dad83b1dcd18e9b8cd9a22a68f799811cbca35616b3e8d27acc"},
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{file = "jupyterlab_server-2.2.1.tar.gz", hash = "sha256:8b619ec5e13c2d1ac2e3a43a8147382f41fb17b425b50fa38b1cc84849c7bf94"},
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]
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kiwisolver = [
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{file = "kiwisolver-1.3.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:fd34fbbfbc40628200730bc1febe30631347103fc8d3d4fa012c21ab9c11eca9"},
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@ -1904,24 +1905,26 @@ proto-plus = [
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{file = "proto-plus-1.13.0.tar.gz", hash = "sha256:61b57c5257ca583af2ea1ad40e2b8f251988806eea9f01d119088976b995b2c4"},
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]
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protobuf = [
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|
||||
{file = "protobuf-3.15.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:11f192d491613f692b3ddc18f06c925785b3019c8e35d32c811421ca9ff7d50e"},
|
||||
{file = "protobuf-3.15.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:867635c1d541ce336a1a4df3379d1116f02eba6dc326d080c8ef02f34036c415"},
|
||||
{file = "protobuf-3.15.0-cp36-cp36m-win32.whl", hash = "sha256:f6d10b1f86cebb8008a256f474948fc6204391e02a9c12935eebf036bbb07b65"},
|
||||
{file = "protobuf-3.15.0-cp36-cp36m-win_amd64.whl", hash = "sha256:5c2ee13f5ea237a17bd81f52f972b7d334c0a43330d2a2a7b25b07f16eb146d8"},
|
||||
{file = "protobuf-3.15.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2ccc0169b5145b3af676b6997be6fe62961edfc12bb524a7b9c46fb5d208a3d4"},
|
||||
{file = "protobuf-3.15.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:51e080fb1de5db54b0a6b1519ba8dda55e57404b0a4948e58f1342a3e15d89ec"},
|
||||
{file = "protobuf-3.15.0-cp37-cp37m-win32.whl", hash = "sha256:d892e487bd544463ce1e656434591593f710169335ac3f02ce30ee866c2f2464"},
|
||||
{file = "protobuf-3.15.0-cp37-cp37m-win_amd64.whl", hash = "sha256:40f031f79b0254aa62082ca87776c0959d85adf99f09cdef9d0b320bb772a609"},
|
||||
{file = "protobuf-3.15.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ae4bcd5a0ce3f77d0523c3e5ed0d04ed2af454f7bf7cef08cb7a8d0915ac80a9"},
|
||||
{file = "protobuf-3.15.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:830a9c71df347b3fb3cd24ec985c4ed64f6e75983f543a1d8a3c96302dae915c"},
|
||||
{file = "protobuf-3.15.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:fecf1b00ccc87bb8debca8b56458cc57c486d2d7afe22c7526728f79ffe232f4"},
|
||||
{file = "protobuf-3.15.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:0e00b4e4a4800b389ae7f0058e1fc9d012444fdde926569d8cce55c84a01ef74"},
|
||||
{file = "protobuf-3.15.0-py2.py3-none-any.whl", hash = "sha256:013a9ec4dccad9a6ed3aa1ad9e86a25a4e0d6d3bbe059b6f6502db20473c3e69"},
|
||||
{file = "protobuf-3.15.0.tar.gz", hash = "sha256:e9f13fadb15b80e4a83ef5d9fa44e19243b1e2d96e84ee2228ca305180ca059e"},
|
||||
]
|
||||
ptyprocess = [
|
||||
{file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
|
||||
@ -1989,12 +1992,12 @@ pycparser = [
|
||||
{file = "pycparser-2.20.tar.gz", hash = "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0"},
|
||||
]
|
||||
pygments = [
|
||||
{file = "Pygments-2.7.4-py3-none-any.whl", hash = "sha256:bc9591213a8f0e0ca1a5e68a479b4887fdc3e75d0774e5c71c31920c427de435"},
|
||||
{file = "Pygments-2.7.4.tar.gz", hash = "sha256:df49d09b498e83c1a73128295860250b0b7edd4c723a32e9bc0d295c7c2ec337"},
|
||||
{file = "Pygments-2.8.0-py3-none-any.whl", hash = "sha256:b21b072d0ccdf29297a82a2363359d99623597b8a265b8081760e4d0f7153c88"},
|
||||
{file = "Pygments-2.8.0.tar.gz", hash = "sha256:37a13ba168a02ac54cc5891a42b1caec333e59b66addb7fa633ea8a6d73445c0"},
|
||||
]
|
||||
pylint = [
|
||||
{file = "pylint-2.6.0-py3-none-any.whl", hash = "sha256:bfe68f020f8a0fece830a22dd4d5dddb4ecc6137db04face4c3420a46a52239f"},
|
||||
{file = "pylint-2.6.0.tar.gz", hash = "sha256:bb4a908c9dadbc3aac18860550e870f58e1a02c9f2c204fdf5693d73be061210"},
|
||||
{file = "pylint-2.6.2-py3-none-any.whl", hash = "sha256:e71c2e9614a4f06e36498f310027942b0f4f2fde20aebb01655b31edc63b9eaf"},
|
||||
{file = "pylint-2.6.2.tar.gz", hash = "sha256:718b74786ea7ed07aa0c58bf572154d4679f960d26e9641cc1de204a30b87fc9"},
|
||||
]
|
||||
pyparsing = [
|
||||
{file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
|
||||
@ -2077,8 +2080,8 @@ requests = [
|
||||
{file = "requests-2.25.1.tar.gz", hash = "sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804"},
|
||||
]
|
||||
rsa = [
|
||||
{file = "rsa-4.7-py3-none-any.whl", hash = "sha256:a8774e55b59fd9fc893b0d05e9bfc6f47081f46ff5b46f39ccf24631b7be356b"},
|
||||
{file = "rsa-4.7.tar.gz", hash = "sha256:69805d6b69f56eb05b62daea3a7dbd7aa44324ad1306445e05da8060232d00f4"},
|
||||
{file = "rsa-4.7.1-py3-none-any.whl", hash = "sha256:74ba16e7ef58920b80b5c54c1c1066d391a2c1e812c466773f74c634eb12253b"},
|
||||
{file = "rsa-4.7.1.tar.gz", hash = "sha256:9d74d1ff850745c9802cd6b53382bfeec7f6dbe4e26ee2759241ed1e7b0ecf5d"},
|
||||
]
|
||||
scikit-learn = [
|
||||
{file = "scikit-learn-0.24.1.tar.gz", hash = "sha256:a0334a1802e64d656022c3bfab56a73fbd6bf4b1298343f3688af2151810bbdf"},
|
||||
@ -2112,25 +2115,25 @@ scikit-learn = [
|
||||
{file = "scikit_learn-0.24.1-cp39-cp39-win_amd64.whl", hash = "sha256:4562dcf4793e61c5d0f89836d07bc37521c3a1889da8f651e2c326463c4bd697"},
|
||||
]
|
||||
scipy = [
|
||||
{file = "scipy-1.6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3d4303e3e21d07d9557b26a1707bb9fc065510ee8501c9bf22a0157249a82fd0"},
|
||||
{file = "scipy-1.6.0-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:1bc5b446600c4ff7ab36bade47180673141322f0febaa555f1c433fe04f2a0e3"},
|
||||
{file = "scipy-1.6.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:8840a9adb4ede3751f49761653d3ebf664f25195fdd42ada394ffea8903dd51d"},
|
||||
{file = "scipy-1.6.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:8629135ee00cc2182ac8be8e75643b9f02235942443732c2ed69ab48edcb6614"},
|
||||
{file = "scipy-1.6.0-cp37-cp37m-win32.whl", hash = "sha256:58731bbe0103e96b89b2f41516699db9b63066e4317e31b8402891571f6d358f"},
|
||||
{file = "scipy-1.6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:876badc33eec20709d4e042a09834f5953ebdac4088d45a4f3a1f18b56885718"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:c0911f3180de343643f369dc5cfedad6ba9f939c2d516bddea4a6871eb000722"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-manylinux1_i686.whl", hash = "sha256:b8af26839ae343655f3ca377a5d5e5466f1d3b3ac7432a43449154fe958ae0e0"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:4f1d9cc977ac6a4a63c124045c1e8bf67ec37098f67c699887a93736961a00ae"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:eb7928275f3560d47e5538e15e9f32b3d64cd30ea8f85f3e82987425476f53f6"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-win32.whl", hash = "sha256:31ab217b5c27ab429d07428a76002b33662f98986095bbce5d55e0788f7e8b15"},
|
||||
{file = "scipy-1.6.0-cp38-cp38-win_amd64.whl", hash = "sha256:2f1c2ebca6fd867160e70102200b1bd07b3b2d31a3e6af3c58d688c15d0d07b7"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:155225621df90fcd151e25d51c50217e412de717475999ebb76e17e310176981"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-manylinux1_i686.whl", hash = "sha256:f68d5761a2d2376e2b194c8e9192bbf7c51306ca176f1a0889990a52ef0d551f"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:d902d3a5ad7f28874c0a82db95246d24ca07ad932741df668595fe00a4819870"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:aef3a2dbc436bbe8f6e0b635f0b5fe5ed024b522eee4637dbbe0b974129ca734"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-win32.whl", hash = "sha256:cdbc47628184a0ebeb5c08f1892614e1bd4a51f6e0d609c6eed253823a960f5b"},
|
||||
{file = "scipy-1.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:313785c4dab65060f9648112d025f6d2fec69a8a889c714328882d678a95f053"},
|
||||
{file = "scipy-1.6.0.tar.gz", hash = "sha256:cb6dc9f82dfd95f6b9032a8d7ea70efeeb15d5b5fd6ed4e8537bb3c673580566"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a15a1f3fc0abff33e792d6049161b7795909b40b97c6cc2934ed54384017ab76"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:e79570979ccdc3d165456dd62041d9556fb9733b86b4b6d818af7a0afc15f092"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:a423533c55fec61456dedee7b6ee7dce0bb6bfa395424ea374d25afa262be261"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:33d6b7df40d197bdd3049d64e8e680227151673465e5d85723b3b8f6b15a6ced"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-win32.whl", hash = "sha256:6725e3fbb47da428794f243864f2297462e9ee448297c93ed1dcbc44335feb78"},
|
||||
{file = "scipy-1.6.1-cp37-cp37m-win_amd64.whl", hash = "sha256:5fa9c6530b1661f1370bcd332a1e62ca7881785cc0f80c0d559b636567fab63c"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bd50daf727f7c195e26f27467c85ce653d41df4358a25b32434a50d8870fc519"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:f46dd15335e8a320b0fb4685f58b7471702234cba8bb3442b69a3e1dc329c345"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:0e5b0ccf63155d90da576edd2768b66fb276446c371b73841e3503be1d63fb5d"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:2481efbb3740977e3c831edfd0bd9867be26387cacf24eb5e366a6a374d3d00d"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-win32.whl", hash = "sha256:68cb4c424112cd4be886b4d979c5497fba190714085f46b8ae67a5e4416c32b4"},
|
||||
{file = "scipy-1.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:5f331eeed0297232d2e6eea51b54e8278ed8bb10b099f69c44e2558c090d06bf"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0c8a51d33556bf70367452d4d601d1742c0e806cd0194785914daf19775f0e67"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:83bf7c16245c15bc58ee76c5418e46ea1811edcc2e2b03041b804e46084ab627"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:794e768cc5f779736593046c9714e0f3a5940bc6dcc1dba885ad64cbfb28e9f0"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:5da5471aed911fe7e52b86bf9ea32fb55ae93e2f0fac66c32e58897cfb02fa07"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-win32.whl", hash = "sha256:8e403a337749ed40af60e537cc4d4c03febddcc56cd26e774c9b1b600a70d3e4"},
|
||||
{file = "scipy-1.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:a5193a098ae9f29af283dcf0041f762601faf2e595c0db1da929875b7570353f"},
|
||||
{file = "scipy-1.6.1.tar.gz", hash = "sha256:c4fceb864890b6168e79b0e714c585dbe2fd4222768ee90bc1aa0f8218691b11"},
|
||||
]
|
||||
send2trash = [
|
||||
{file = "Send2Trash-1.5.0-py3-none-any.whl", hash = "sha256:f1691922577b6fa12821234aeb57599d887c4900b9ca537948d2dac34aea888b"},
|
||||
@ -2150,8 +2153,8 @@ soupsieve = [
|
||||
]
|
||||
spotframework = []
|
||||
tabulate = [
|
||||
{file = "tabulate-0.8.7-py3-none-any.whl", hash = "sha256:ac64cb76d53b1231d364babcd72abbb16855adac7de6665122f97b593f1eb2ba"},
|
||||
{file = "tabulate-0.8.7.tar.gz", hash = "sha256:db2723a20d04bcda8522165c73eea7c300eda74e0ce852d9022e0159d7895007"},
|
||||
{file = "tabulate-0.8.8-py3-none-any.whl", hash = "sha256:d6fe298fc0a58d848d6160118d17e70905f36766552ee78f8a1f4d64e8e16916"},
|
||||
{file = "tabulate-0.8.8.tar.gz", hash = "sha256:26f2589d80d332fefd2371d396863dedeb806f51b54bdb4b264579270b621e92"},
|
||||
]
|
||||
terminado = [
|
||||
{file = "terminado-0.9.2-py3-none-any.whl", hash = "sha256:23a053e06b22711269563c8bb96b36a036a86be8b5353e85e804f89b84aaa23f"},
|
||||
|
Loading…
Reference in New Issue
Block a user