zhangyuqing
/
pythonbook
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

shao

This commit is contained in:
13002457275 2023-04-19 16:33:19 +08:00
parent 105837804d
commit 66e54a00aa
70 changed files with 26236 additions and 11 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

142
fastapi-plotly-dash-master/.gitignore vendored Normal file
View File

@ -0,0 +1,142 @@
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
.pybuilder/
target/
# Jupyter Notebook
.ipynb_checkpoints
# IPython
profile_default/
ipython_config.py
# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
# pytype static type analyzer
.pytype/
# Cython debug symbols
cython_debug/
# JetBrains IDEs
.idea/

22
fastapi-plotly-dash-master/README.md Normal file
View File

@ -0,0 +1,22 @@
# FastAPI + Dash Sample App
Sample application that runs a Dash app mounted inside a FastAPI webserver.
## Quickstart
1. Install dependencies
```bash
poetry install
```
2. Run webserver
```bash
poetry run python -m app
```
3. Load up in browser: http://localhost:8000
## Routes
| Route | Description | Link |
|-------------|----------------------------------|------------------------------|
| GET / | Base route (tests shared prefix) | http://localhost:8000/ |
| GET /status | Non-Dash route | http://localhost:8000/status |
| GET /dash | Dash app | http://localhost:8000/dash |

34
fastapi-plotly-dash-master/app.py Normal file
View File

@ -0,0 +1,34 @@
import uvicorn
from fastapi import FastAPI
from fastapi.middleware.wsgi import WSGIMiddleware
from dashapp import create_dash_app
app = FastAPI()
@app.get("/")
def read_main():
return {
"routes": [
{"method": "GET", "path": "/", "summary": "Landing"},
{"method": "GET", "path": "/status", "summary": "App status"},
{"method": "GET", "path": "/dash", "summary": "Sub-mounted Dash application"},
]
}
@app.get("/status")
def get_status():
return {"status": "ok"}
# A bit odd, but the only way I've been able to get prefixing of the Dash app
# to work is by allowing the Dash/Flask app to prefix itself, then mounting
# it to root
dash_app = create_dash_app(requests_pathname_prefix="/dash/")
app.mount("/dash", WSGIMiddleware(dash_app.server))
if __name__ == "__main__":
uvicorn.run(app, port=8000)

61
fastapi-plotly-dash-master/dashapp.py Normal file
View File

@ -0,0 +1,61 @@
import dash
from dash.dependencies import Input, Output
from dash import dcc, html
import flask
import pandas as pd
import os
def create_dash_app(requests_pathname_prefix: str = None) -> dash.Dash:
"""
Sample Dash application from Plotly: https://github.com/plotly/dash-hello-world/blob/master/app.py
"""
server = flask.Flask(__name__)
server.secret_key = os.environ.get('secret_key', 'secret')
df = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/hello-world-stock.csv')
app = dash.Dash(__name__, server=server, requests_pathname_prefix=requests_pathname_prefix)
app.scripts.config.serve_locally = False
dcc._js_dist[0]['external_url'] = 'https://cdn.plot.ly/plotly-basic-latest.min.js'
app.layout = html.Div([
html.H1('Stock Tickers'),
dcc.Dropdown(
id='my-dropdown',
options=[
{'label': 'Tesla', 'value': 'TSLA'},
{'label': 'Apple', 'value': 'AAPL'},
{'label': 'Coke', 'value': 'COKE'}
],
value='TSLA'
),
dcc.Graph(id='my-graph')
], className="container")
@app.callback(Output('my-graph', 'figure'),
[Input('my-dropdown', 'value')])
def update_graph(selected_dropdown_value):
dff = df[df['Stock'] == selected_dropdown_value]
return {
'data': [{
'x': dff.Date,
'y': dff.Close,
'line': {
'width': 3,
'shape': 'spline'
}
}],
'layout': {
'margin': {
'l': 30,
'r': 20,
'b': 30,
't': 20
}
}
}
return app

767
fastapi-plotly-dash-master/poetry.lock generated Normal file
View File

@ -0,0 +1,767 @@
[[package]]
name = "anyio"
version = "3.4.0"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
category = "main"
optional = false
python-versions = ">=3.6.2"
[package.dependencies]
idna = ">=2.8"
sniffio = ">=1.1"
[package.extras]
doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
trio = ["trio (>=0.16)"]
[[package]]
name = "asgiref"
version = "3.4.1"
description = "ASGI specs, helper code, and adapters"
category = "main"
optional = false
python-versions = ">=3.6"
[package.extras]
tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
[[package]]
name = "black"
version = "21.12b0"
description = "The uncompromising code formatter."
category = "dev"
optional = false
python-versions = ">=3.6.2"
[package.dependencies]
click = ">=7.1.2"
mypy-extensions = ">=0.4.3"
pathspec = ">=0.9.0,<1"
platformdirs = ">=2"
tomli = ">=0.2.6,<2.0.0"
typing-extensions = [
{version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
{version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
]
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.7.4)"]
jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
python2 = ["typed-ast (>=1.4.3)"]
uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "brotli"
version = "1.0.9"
description = "Python bindings for the Brotli compression library"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "click"
version = "8.0.3"
description = "Composable command line interface toolkit"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[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 = "dash"
version = "2.0.0"
description = "A Python framework for building reactive web-apps. Developed by Plotly."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
dash-core-components = "2.0.0"
dash-html-components = "2.0.0"
dash-table = "5.0.0"
Flask = ">=1.0.4"
flask-compress = "*"
plotly = ">=5.0.0"
[package.extras]
dev = ["dash-flow-example (==0.0.5)", "dash-dangerously-set-inner-html", "mock (==4.0.3)", "flake8 (==3.9.2)", "PyYAML (==5.4.1)", "pylint (==2.10.2)", "black (==21.6b0)", "fire (==0.4.0)", "coloredlogs (==15.0.1)", "flask-talisman (==0.8.1)", "isort (==4.3.21)", "orjson (==3.3.1)", "orjson (==3.6.1)"]
testing = ["pytest (>=6.0.2)", "pytest-sugar (>=0.9.4)", "pytest-mock (>=3.2.0)", "lxml (>=4.6.2)", "selenium (>=3.141.0)", "percy (>=2.0.2)", "requests[security] (>=2.21.0)", "beautifulsoup4 (>=4.8.2)", "waitress (>=1.4.4)", "diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "redis (>=3.5.3)", "psutil (>=5.8.0)", "celery[redis] (>=5.1.2)", "flaky (>=3.7.0)", "cryptography (<3.4)"]
[[package]]
name = "dash-core-components"
version = "2.0.0"
description = "Core component suite for Dash"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "dash-html-components"
version = "2.0.0"
description = "Vanilla HTML components for Dash"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "dash-table"
version = "5.0.0"
description = "Dash table"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "fastapi"
version = "0.70.0"
description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
category = "main"
optional = false
python-versions = ">=3.6.1"
[package.dependencies]
pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
starlette = "0.16.0"
[package.extras]
all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "ujson (>=4.0.1,<5.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=7.1.9,<8.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer-cli (>=0.0.12,<0.0.13)", "pyyaml (>=5.3.1,<6.0.0)"]
test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==21.9b0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,<5.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==0.1.1)", "types-orjson (==3.6.0)", "types-dataclasses (==0.1.7)"]
[[package]]
name = "flask"
version = "2.0.2"
description = "A simple framework for building complex web applications."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
click = ">=7.1.2"
itsdangerous = ">=2.0"
Jinja2 = ">=3.0"
Werkzeug = ">=2.0"
[package.extras]
async = ["asgiref (>=3.2)"]
dotenv = ["python-dotenv"]
[[package]]
name = "flask-compress"
version = "1.10.1"
description = "Compress responses in your Flask app with gzip, deflate or brotli."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
brotli = "*"
flask = "*"
[[package]]
name = "h11"
version = "0.12.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "idna"
version = "3.3"
description = "Internationalized Domain Names in Applications (IDNA)"
category = "main"
optional = false
python-versions = ">=3.5"
[[package]]
name = "itsdangerous"
version = "2.0.1"
description = "Safely pass data to untrusted environments and back."
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "jinja2"
version = "3.0.3"
description = "A very fast and expressive template engine."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
MarkupSafe = ">=2.0"
[package.extras]
i18n = ["Babel (>=2.7)"]
[[package]]
name = "markupsafe"
version = "2.0.1"
description = "Safely add untrusted strings to HTML/XML markup."
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "mypy-extensions"
version = "0.4.3"
description = "Experimental type system extensions for programs checked with the mypy typechecker."
category = "dev"
optional = false
python-versions = "*"
[[package]]
name = "numpy"
version = "1.21.1"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.7"
[[package]]
name = "numpy"
version = "1.21.4"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.7,<3.11"
[[package]]
name = "pandas"
version = "1.3.4"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
python-versions = ">=3.7.1"
[package.dependencies]
numpy = [
{version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
{version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
{version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
{version = ">=1.21.0", markers = "python_version >= \"3.10\""},
]
python-dateutil = ">=2.7.3"
pytz = ">=2017.3"
[package.extras]
test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
[[package]]
name = "pathspec"
version = "0.9.0"
description = "Utility library for gitignore style pattern matching of file paths."
category = "dev"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[[package]]
name = "platformdirs"
version = "2.4.0"
description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
category = "dev"
optional = false
python-versions = ">=3.6"
[package.extras]
docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
[[package]]
name = "plotly"
version = "5.4.0"
description = "An open-source, interactive data visualization library for Python"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
six = "*"
tenacity = ">=6.2.0"
[[package]]
name = "pydantic"
version = "1.8.2"
description = "Data validation and settings management using python 3.6 type hinting"
category = "main"
optional = false
python-versions = ">=3.6.1"
[package.dependencies]
typing-extensions = ">=3.7.4.3"
[package.extras]
dotenv = ["python-dotenv (>=0.10.4)"]
email = ["email-validator (>=1.0.3)"]
[[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 = "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 = "sniffio"
version = "1.2.0"
description = "Sniff out which async library your code is running under"
category = "main"
optional = false
python-versions = ">=3.5"
[[package]]
name = "starlette"
version = "0.16.0"
description = "The little ASGI library that shines."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
anyio = ">=3.0.0,<4"
[package.extras]
full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests", "graphene"]
[[package]]
name = "tenacity"
version = "8.0.1"
description = "Retry code until it succeeds"
category = "main"
optional = false
python-versions = ">=3.6"
[package.extras]
doc = ["reno", "sphinx", "tornado (>=4.5)"]
[[package]]
name = "tomli"
version = "1.2.2"
description = "A lil' TOML parser"
category = "dev"
optional = false
python-versions = ">=3.6"
[[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 = "uvicorn"
version = "0.16.0"
description = "The lightning-fast ASGI server."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
asgiref = ">=3.4.0"
click = ">=7.0"
h11 = ">=0.8"
[package.extras]
standard = ["httptools (>=0.2.0,<0.4.0)", "watchgod (>=0.6)", "python-dotenv (>=0.13)", "PyYAML (>=5.1)", "websockets (>=9.1)", "websockets (>=10.0)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "colorama (>=0.4)"]
[[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"]
[metadata]
lock-version = "1.1"
python-versions = "^3.8"
content-hash = "bf6e266a66625943ffbdbc8b28b90292abe6cca69dc9dbe4f277d8ccd691854e"
[metadata.files]
anyio = [
{file = "anyio-3.4.0-py3-none-any.whl", hash = "sha256:2855a9423524abcdd652d942f8932fda1735210f77a6b392eafd9ff34d3fe020"},
{file = "anyio-3.4.0.tar.gz", hash = "sha256:24adc69309fb5779bc1e06158e143e0b6d2c56b302a3ac3de3083c705a6ed39d"},
]
asgiref = [
{file = "asgiref-3.4.1-py3-none-any.whl", hash = "sha256:ffc141aa908e6f175673e7b1b3b7af4fdb0ecb738fc5c8b88f69f055c2415214"},
{file = "asgiref-3.4.1.tar.gz", hash = "sha256:4ef1ab46b484e3c706329cedeff284a5d40824200638503f5768edb6de7d58e9"},
]
black = [
{file = "black-21.12b0-py3-none-any.whl", hash = "sha256:a615e69ae185e08fdd73e4715e260e2479c861b5740057fde6e8b4e3b7dd589f"},
{file = "black-21.12b0.tar.gz", hash = "sha256:77b80f693a569e2e527958459634f18df9b0ba2625ba4e0c2d5da5be42e6f2b3"},
]
brotli = [
{file = "Brotli-1.0.9-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:268fe94547ba25b58ebc724680609c8ee3e5a843202e9a381f6f9c5e8bdb5c70"},
{file = "Brotli-1.0.9-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:c2415d9d082152460f2bd4e382a1e85aed233abc92db5a3880da2257dc7daf7b"},
{file = "Brotli-1.0.9-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:5913a1177fc36e30fcf6dc868ce23b0453952c78c04c266d3149b3d39e1410d6"},
{file = "Brotli-1.0.9-cp27-cp27m-win32.whl", hash = "sha256:afde17ae04d90fbe53afb628f7f2d4ca022797aa093e809de5c3cf276f61bbfa"},
{file = "Brotli-1.0.9-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:7cb81373984cc0e4682f31bc3d6be9026006d96eecd07ea49aafb06897746452"},
{file = "Brotli-1.0.9-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:db844eb158a87ccab83e868a762ea8024ae27337fc7ddcbfcddd157f841fdfe7"},
{file = "Brotli-1.0.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9744a863b489c79a73aba014df554b0e7a0fc44ef3f8a0ef2a52919c7d155031"},
{file = "Brotli-1.0.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a72661af47119a80d82fa583b554095308d6a4c356b2a554fdc2799bc19f2a43"},
{file = "Brotli-1.0.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ee83d3e3a024a9618e5be64648d6d11c37047ac48adff25f12fa4226cf23d1c"},
{file = "Brotli-1.0.9-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:19598ecddd8a212aedb1ffa15763dd52a388518c4550e615aed88dc3753c0f0c"},
{file = "Brotli-1.0.9-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:44bb8ff420c1d19d91d79d8c3574b8954288bdff0273bf788954064d260d7ab0"},
{file = "Brotli-1.0.9-cp310-cp310-win32.whl", hash = "sha256:26d168aac4aaec9a4394221240e8a5436b5634adc3cd1cdf637f6645cecbf181"},
{file = "Brotli-1.0.9-cp310-cp310-win_amd64.whl", hash = "sha256:622a231b08899c864eb87e85f81c75e7b9ce05b001e59bbfbf43d4a71f5f32b2"},
{file = "Brotli-1.0.9-cp35-cp35m-macosx_10_6_intel.whl", hash = "sha256:c83aa123d56f2e060644427a882a36b3c12db93727ad7a7b9efd7d7f3e9cc2c4"},
{file = "Brotli-1.0.9-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:6b2ae9f5f67f89aade1fab0f7fd8f2832501311c363a21579d02defa844d9296"},
{file = "Brotli-1.0.9-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:68715970f16b6e92c574c30747c95cf8cf62804569647386ff032195dc89a430"},
{file = "Brotli-1.0.9-cp35-cp35m-win32.whl", hash = "sha256:defed7ea5f218a9f2336301e6fd379f55c655bea65ba2476346340a0ce6f74a1"},
{file = "Brotli-1.0.9-cp35-cp35m-win_amd64.whl", hash = "sha256:88c63a1b55f352b02c6ffd24b15ead9fc0e8bf781dbe070213039324922a2eea"},
{file = "Brotli-1.0.9-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:503fa6af7da9f4b5780bb7e4cbe0c639b010f12be85d02c99452825dd0feef3f"},
{file = "Brotli-1.0.9-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:40d15c79f42e0a2c72892bf407979febd9cf91f36f495ffb333d1d04cebb34e4"},
{file = "Brotli-1.0.9-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:93130612b837103e15ac3f9cbacb4613f9e348b58b3aad53721d92e57f96d46a"},
{file = "Brotli-1.0.9-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:87fdccbb6bb589095f413b1e05734ba492c962b4a45a13ff3408fa44ffe6479b"},
{file = "Brotli-1.0.9-cp36-cp36m-win32.whl", hash = "sha256:61a7ee1f13ab913897dac7da44a73c6d44d48a4adff42a5701e3239791c96e14"},
{file = "Brotli-1.0.9-cp36-cp36m-win_amd64.whl", hash = "sha256:1c48472a6ba3b113452355b9af0a60da5c2ae60477f8feda8346f8fd48e3e87c"},
{file = "Brotli-1.0.9-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3b78a24b5fd13c03ee2b7b86290ed20efdc95da75a3557cc06811764d5ad1126"},
{file = "Brotli-1.0.9-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:9d12cf2851759b8de8ca5fde36a59c08210a97ffca0eb94c532ce7b17c6a3d1d"},
{file = "Brotli-1.0.9-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:6c772d6c0a79ac0f414a9f8947cc407e119b8598de7621f39cacadae3cf57d12"},
{file = "Brotli-1.0.9-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29d1d350178e5225397e28ea1b7aca3648fcbab546d20e7475805437bfb0a130"},
{file = "Brotli-1.0.9-cp37-cp37m-win32.whl", hash = "sha256:f909bbbc433048b499cb9db9e713b5d8d949e8c109a2a548502fb9aa8630f0b1"},
{file = "Brotli-1.0.9-cp37-cp37m-win_amd64.whl", hash = "sha256:97f715cf371b16ac88b8c19da00029804e20e25f30d80203417255d239f228b5"},
{file = "Brotli-1.0.9-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:e16eb9541f3dd1a3e92b89005e37b1257b157b7256df0e36bd7b33b50be73bcb"},
{file = "Brotli-1.0.9-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:160c78292e98d21e73a4cc7f76a234390e516afcd982fa17e1422f7c6a9ce9c8"},
{file = "Brotli-1.0.9-cp38-cp38-manylinux1_i686.whl", hash = "sha256:b663f1e02de5d0573610756398e44c130add0eb9a3fc912a09665332942a2efb"},
{file = "Brotli-1.0.9-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:5b6ef7d9f9c38292df3690fe3e302b5b530999fa90014853dcd0d6902fb59f26"},
{file = "Brotli-1.0.9-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8a674ac10e0a87b683f4fa2b6fa41090edfd686a6524bd8dedbd6138b309175c"},
{file = "Brotli-1.0.9-cp38-cp38-win32.whl", hash = "sha256:35a3edbe18e876e596553c4007a087f8bcfd538f19bc116917b3c7522fca0429"},
{file = "Brotli-1.0.9-cp38-cp38-win_amd64.whl", hash = "sha256:269a5743a393c65db46a7bb982644c67ecba4b8d91b392403ad8a861ba6f495f"},
{file = "Brotli-1.0.9-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2aad0e0baa04517741c9bb5b07586c642302e5fb3e75319cb62087bd0995ab19"},
{file = "Brotli-1.0.9-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5cb1e18167792d7d21e21365d7650b72d5081ed476123ff7b8cac7f45189c0c7"},
{file = "Brotli-1.0.9-cp39-cp39-manylinux1_i686.whl", hash = "sha256:16d528a45c2e1909c2798f27f7bf0a3feec1dc9e50948e738b961618e38b6a7b"},
{file = "Brotli-1.0.9-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:56d027eace784738457437df7331965473f2c0da2c70e1a1f6fdbae5402e0389"},
{file = "Brotli-1.0.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9bf919756d25e4114ace16a8ce91eb340eb57a08e2c6950c3cebcbe3dff2a5e7"},
{file = "Brotli-1.0.9-cp39-cp39-win32.whl", hash = "sha256:cfc391f4429ee0a9370aa93d812a52e1fee0f37a81861f4fdd1f4fb28e8547c3"},
{file = "Brotli-1.0.9-cp39-cp39-win_amd64.whl", hash = "sha256:854c33dad5ba0fbd6ab69185fec8dab89e13cda6b7d191ba111987df74f38761"},
{file = "Brotli-1.0.9-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:9749a124280a0ada4187a6cfd1ffd35c350fb3af79c706589d98e088c5044267"},
{file = "Brotli-1.0.9-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:76ffebb907bec09ff511bb3acc077695e2c32bc2142819491579a695f77ffd4d"},
{file = "Brotli-1.0.9.zip", hash = "sha256:4d1b810aa0ed773f81dceda2cc7b403d01057458730e309856356d4ef4188438"},
]
click = [
{file = "click-8.0.3-py3-none-any.whl", hash = "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3"},
{file = "click-8.0.3.tar.gz", hash = "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"},
]
colorama = [
{file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
{file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"},
]
dash = [
{file = "dash-2.0.0-py3-none-any.whl", hash = "sha256:23f331533663641a5c70a15c46da26d29ef5335f9aeb8bc03d09de865fc7cd62"},
{file = "dash-2.0.0.tar.gz", hash = "sha256:29277c24e2f795b069cb102ce1ab0cd3ad5cf9d3b4fd16c03da9671a5eea28a4"},
]
dash-core-components = [
{file = "dash_core_components-2.0.0.tar.gz", hash = "sha256:c6733874af975e552f95a1398a16c2ee7df14ce43fa60bb3718a3c6e0b63ffee"},
]
dash-html-components = [
{file = "dash_html_components-2.0.0.tar.gz", hash = "sha256:8703a601080f02619a6390998e0b3da4a5daabe97a1fd7a9cebc09d015f26e50"},
]
dash-table = [
{file = "dash_table-5.0.0.tar.gz", hash = "sha256:18624d693d4c8ef2ddec99a6f167593437a7ea0bf153aa20f318c170c5bc7308"},
]
fastapi = [
{file = "fastapi-0.70.0-py3-none-any.whl", hash = "sha256:a36d5f2fad931aa3575c07a3472c784e81f3e664e3bb5c8b9c88d0ec1104f59c"},
{file = "fastapi-0.70.0.tar.gz", hash = "sha256:66da43cfe5185ea1df99552acffd201f1832c6b364e0f4136c0a99f933466ced"},
]
flask = [
{file = "Flask-2.0.2-py3-none-any.whl", hash = "sha256:cb90f62f1d8e4dc4621f52106613488b5ba826b2e1e10a33eac92f723093ab6a"},
{file = "Flask-2.0.2.tar.gz", hash = "sha256:7b2fb8e934ddd50731893bdcdb00fc8c0315916f9fcd50d22c7cc1a95ab634e2"},
]
flask-compress = [
{file = "Flask-Compress-1.10.1.tar.gz", hash = "sha256:28352387efbbe772cfb307570019f81957a13ff718d994a9125fa705efb73680"},
{file = "Flask_Compress-1.10.1-py3-none-any.whl", hash = "sha256:a6c2d1ff51771e9b39d7a612754f4cb4e8af20cebe16b02fd19d98d8dd6966e5"},
]
h11 = [
{file = "h11-0.12.0-py3-none-any.whl", hash = "sha256:36a3cb8c0a032f56e2da7084577878a035d3b61d104230d4bd49c0c6b555a9c6"},
{file = "h11-0.12.0.tar.gz", hash = "sha256:47222cb6067e4a307d535814917cd98fd0a57b6788ce715755fa2b6c28b56042"},
]
idna = [
{file = "idna-3.3-py3-none-any.whl", hash = "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff"},
{file = "idna-3.3.tar.gz", hash = "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"},
]
itsdangerous = [
{file = "itsdangerous-2.0.1-py3-none-any.whl", hash = "sha256:5174094b9637652bdb841a3029700391451bd092ba3db90600dea710ba28e97c"},
{file = "itsdangerous-2.0.1.tar.gz", hash = "sha256:9e724d68fc22902a1435351f84c3fb8623f303fffcc566a4cb952df8c572cff0"},
]
jinja2 = [
{file = "Jinja2-3.0.3-py3-none-any.whl", hash = "sha256:077ce6014f7b40d03b47d1f1ca4b0fc8328a692bd284016f806ed0eaca390ad8"},
{file = "Jinja2-3.0.3.tar.gz", hash = "sha256:611bb273cd68f3b993fabdc4064fc858c5b47a973cb5aa7999ec1ba405c87cd7"},
]
markupsafe = [
{file = "MarkupSafe-2.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d8446c54dc28c01e5a2dbac5a25f071f6653e6e40f3a8818e8b45d790fe6ef53"},
{file = "MarkupSafe-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:36bc903cbb393720fad60fc28c10de6acf10dc6cc883f3e24ee4012371399a38"},
{file = "MarkupSafe-2.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2d7d807855b419fc2ed3e631034685db6079889a1f01d5d9dac950f764da3dad"},
{file = "MarkupSafe-2.0.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:add36cb2dbb8b736611303cd3bfcee00afd96471b09cda130da3581cbdc56a6d"},
{file = "MarkupSafe-2.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:168cd0a3642de83558a5153c8bd34f175a9a6e7f6dc6384b9655d2697312a646"},
{file = "MarkupSafe-2.0.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4dc8f9fb58f7364b63fd9f85013b780ef83c11857ae79f2feda41e270468dd9b"},
{file = "MarkupSafe-2.0.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:20dca64a3ef2d6e4d5d615a3fd418ad3bde77a47ec8a23d984a12b5b4c74491a"},
{file = "MarkupSafe-2.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:cdfba22ea2f0029c9261a4bd07e830a8da012291fbe44dc794e488b6c9bb353a"},
{file = "MarkupSafe-2.0.1-cp310-cp310-win32.whl", hash = "sha256:99df47edb6bda1249d3e80fdabb1dab8c08ef3975f69aed437cb69d0a5de1e28"},
{file = "MarkupSafe-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:e0f138900af21926a02425cf736db95be9f4af72ba1bb21453432a07f6082134"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:0955295dd5eec6cb6cc2fe1698f4c6d84af2e92de33fbcac4111913cd100a6ff"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:0446679737af14f45767963a1a9ef7620189912317d095f2d9ffa183a4d25d2b"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:f826e31d18b516f653fe296d967d700fddad5901ae07c622bb3705955e1faa94"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:fa130dd50c57d53368c9d59395cb5526eda596d3ffe36666cd81a44d56e48872"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:905fec760bd2fa1388bb5b489ee8ee5f7291d692638ea5f67982d968366bef9f"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf5d821ffabf0ef3533c39c518f3357b171a1651c1ff6827325e4489b0e46c3c"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:0d4b31cc67ab36e3392bbf3862cfbadac3db12bdd8b02a2731f509ed5b829724"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:baa1a4e8f868845af802979fcdbf0bb11f94f1cb7ced4c4b8a351bb60d108145"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:deb993cacb280823246a026e3b2d81c493c53de6acfd5e6bfe31ab3402bb37dd"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:63f3268ba69ace99cab4e3e3b5840b03340efed0948ab8f78d2fd87ee5442a4f"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:8d206346619592c6200148b01a2142798c989edcb9c896f9ac9722a99d4e77e6"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-win32.whl", hash = "sha256:6c4ca60fa24e85fe25b912b01e62cb969d69a23a5d5867682dd3e80b5b02581d"},
{file = "MarkupSafe-2.0.1-cp36-cp36m-win_amd64.whl", hash = "sha256:b2f4bf27480f5e5e8ce285a8c8fd176c0b03e93dcc6646477d4630e83440c6a9"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0717a7390a68be14b8c793ba258e075c6f4ca819f15edfc2a3a027c823718567"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:6557b31b5e2c9ddf0de32a691f2312a32f77cd7681d8af66c2692efdbef84c18"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:49e3ceeabbfb9d66c3aef5af3a60cc43b85c33df25ce03d0031a608b0a8b2e3f"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:d7f9850398e85aba693bb640262d3611788b1f29a79f0c93c565694658f4071f"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:6a7fae0dd14cf60ad5ff42baa2e95727c3d81ded453457771d02b7d2b3f9c0c2"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:b7f2d075102dc8c794cbde1947378051c4e5180d52d276987b8d28a3bd58c17d"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e9936f0b261d4df76ad22f8fee3ae83b60d7c3e871292cd42f40b81b70afae85"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:2a7d351cbd8cfeb19ca00de495e224dea7e7d919659c2841bbb7f420ad03e2d6"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:60bf42e36abfaf9aff1f50f52644b336d4f0a3fd6d8a60ca0d054ac9f713a864"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:d6c7ebd4e944c85e2c3421e612a7057a2f48d478d79e61800d81468a8d842207"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:f0567c4dc99f264f49fe27da5f735f414c4e7e7dd850cfd8e69f0862d7c74ea9"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:89c687013cb1cd489a0f0ac24febe8c7a666e6e221b783e53ac50ebf68e45d86"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-win32.whl", hash = "sha256:a30e67a65b53ea0a5e62fe23682cfe22712e01f453b95233b25502f7c61cb415"},
{file = "MarkupSafe-2.0.1-cp37-cp37m-win_amd64.whl", hash = "sha256:611d1ad9a4288cf3e3c16014564df047fe08410e628f89805e475368bd304914"},
{file = "MarkupSafe-2.0.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5bb28c636d87e840583ee3adeb78172efc47c8b26127267f54a9c0ec251d41a9"},
{file = "MarkupSafe-2.0.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:be98f628055368795d818ebf93da628541e10b75b41c559fdf36d104c5787066"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:1d609f577dc6e1aa17d746f8bd3c31aa4d258f4070d61b2aa5c4166c1539de35"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7d91275b0245b1da4d4cfa07e0faedd5b0812efc15b702576d103293e252af1b"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:01a9b8ea66f1658938f65b93a85ebe8bc016e6769611be228d797c9d998dd298"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:47ab1e7b91c098ab893b828deafa1203de86d0bc6ab587b160f78fe6c4011f75"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:97383d78eb34da7e1fa37dd273c20ad4320929af65d156e35a5e2d89566d9dfb"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6fcf051089389abe060c9cd7caa212c707e58153afa2c649f00346ce6d260f1b"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:5855f8438a7d1d458206a2466bf82b0f104a3724bf96a1c781ab731e4201731a"},
{file = "MarkupSafe-2.0.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:3dd007d54ee88b46be476e293f48c85048603f5f516008bee124ddd891398ed6"},
{file = "MarkupSafe-2.0.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:aca6377c0cb8a8253e493c6b451565ac77e98c2951c45f913e0b52facdcff83f"},
{file = "MarkupSafe-2.0.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:04635854b943835a6ea959e948d19dcd311762c5c0c6e1f0e16ee57022669194"},
{file = "MarkupSafe-2.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:6300b8454aa6930a24b9618fbb54b5a68135092bc666f7b06901f897fa5c2fee"},
{file = "MarkupSafe-2.0.1-cp38-cp38-win32.whl", hash = "sha256:023cb26ec21ece8dc3907c0e8320058b2e0cb3c55cf9564da612bc325bed5e64"},
{file = "MarkupSafe-2.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:984d76483eb32f1bcb536dc27e4ad56bba4baa70be32fa87152832cdd9db0833"},
{file = "MarkupSafe-2.0.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2ef54abee730b502252bcdf31b10dacb0a416229b72c18b19e24a4509f273d26"},
{file = "MarkupSafe-2.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3c112550557578c26af18a1ccc9e090bfe03832ae994343cfdacd287db6a6ae7"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:53edb4da6925ad13c07b6d26c2a852bd81e364f95301c66e930ab2aef5b5ddd8"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:f5653a225f31e113b152e56f154ccbe59eeb1c7487b39b9d9f9cdb58e6c79dc5"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:4efca8f86c54b22348a5467704e3fec767b2db12fc39c6d963168ab1d3fc9135"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:ab3ef638ace319fa26553db0624c4699e31a28bb2a835c5faca8f8acf6a5a902"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:f8ba0e8349a38d3001fae7eadded3f6606f0da5d748ee53cc1dab1d6527b9509"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c47adbc92fc1bb2b3274c4b3a43ae0e4573d9fbff4f54cd484555edbf030baf1"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:37205cac2a79194e3750b0af2a5720d95f786a55ce7df90c3af697bfa100eaac"},
{file = "MarkupSafe-2.0.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1f2ade76b9903f39aa442b4aadd2177decb66525062db244b35d71d0ee8599b6"},
{file = "MarkupSafe-2.0.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4296f2b1ce8c86a6aea78613c34bb1a672ea0e3de9c6ba08a960efe0b0a09047"},
{file = "MarkupSafe-2.0.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f02365d4e99430a12647f09b6cc8bab61a6564363f313126f775eb4f6ef798e"},
{file = "MarkupSafe-2.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5b6d930f030f8ed98e3e6c98ffa0652bdb82601e7a016ec2ab5d7ff23baa78d1"},
{file = "MarkupSafe-2.0.1-cp39-cp39-win32.whl", hash = "sha256:10f82115e21dc0dfec9ab5c0223652f7197feb168c940f3ef61563fc2d6beb74"},
{file = "MarkupSafe-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8"},
{file = "MarkupSafe-2.0.1.tar.gz", hash = "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a"},
]
mypy-extensions = [
{file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
{file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
]
numpy = [
{file = "numpy-1.21.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:38e8648f9449a549a7dfe8d8755a5979b45b3538520d1e735637ef28e8c2dc50"},
{file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:fd7d7409fa643a91d0a05c7554dd68aa9c9bb16e186f6ccfe40d6e003156e33a"},
{file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a75b4498b1e93d8b700282dc8e655b8bd559c0904b3910b144646dbbbc03e062"},
{file = "numpy-1.21.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1412aa0aec3e00bc23fbb8664d76552b4efde98fb71f60737c83efbac24112f1"},
{file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e46ceaff65609b5399163de5893d8f2a82d3c77d5e56d976c8b5fb01faa6b671"},
{file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:c6a2324085dd52f96498419ba95b5777e40b6bcbc20088fddb9e8cbb58885e8e"},
{file = "numpy-1.21.1-cp37-cp37m-win32.whl", hash = "sha256:73101b2a1fef16602696d133db402a7e7586654682244344b8329cdcbbb82172"},
{file = "numpy-1.21.1-cp37-cp37m-win_amd64.whl", hash = "sha256:7a708a79c9a9d26904d1cca8d383bf869edf6f8e7650d85dbc77b041e8c5a0f8"},
{file = "numpy-1.21.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:95b995d0c413f5d0428b3f880e8fe1660ff9396dcd1f9eedbc311f37b5652e16"},
{file = "numpy-1.21.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:635e6bd31c9fb3d475c8f44a089569070d10a9ef18ed13738b03049280281267"},
{file = "numpy-1.21.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4a3d5fb89bfe21be2ef47c0614b9c9c707b7362386c9a3ff1feae63e0267ccb6"},
{file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a326af80e86d0e9ce92bcc1e65c8ff88297de4fa14ee936cb2293d414c9ec63"},
{file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:791492091744b0fe390a6ce85cc1bf5149968ac7d5f0477288f78c89b385d9af"},
{file = "numpy-1.21.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0318c465786c1f63ac05d7c4dbcecd4d2d7e13f0959b01b534ea1e92202235c5"},
{file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a513bd9c1551894ee3d31369f9b07460ef223694098cf27d399513415855b68"},
{file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:91c6f5fc58df1e0a3cc0c3a717bb3308ff850abdaa6d2d802573ee2b11f674a8"},
{file = "numpy-1.21.1-cp38-cp38-win32.whl", hash = "sha256:978010b68e17150db8765355d1ccdd450f9fc916824e8c4e35ee620590e234cd"},
{file = "numpy-1.21.1-cp38-cp38-win_amd64.whl", hash = "sha256:9749a40a5b22333467f02fe11edc98f022133ee1bfa8ab99bda5e5437b831214"},
{file = "numpy-1.21.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:d7a4aeac3b94af92a9373d6e77b37691b86411f9745190d2c351f410ab3a791f"},
{file = "numpy-1.21.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d9e7912a56108aba9b31df688a4c4f5cb0d9d3787386b87d504762b6754fbb1b"},
{file = "numpy-1.21.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:25b40b98ebdd272bc3020935427a4530b7d60dfbe1ab9381a39147834e985eac"},
{file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a92c5aea763d14ba9d6475803fc7904bda7decc2a0a68153f587ad82941fec1"},
{file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:05a0f648eb28bae4bcb204e6fd14603de2908de982e761a2fc78efe0f19e96e1"},
{file = "numpy-1.21.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f01f28075a92eede918b965e86e8f0ba7b7797a95aa8d35e1cc8821f5fc3ad6a"},
{file = "numpy-1.21.1-cp39-cp39-win32.whl", hash = "sha256:88c0b89ad1cc24a5efbb99ff9ab5db0f9a86e9cc50240177a571fbe9c2860ac2"},
{file = "numpy-1.21.1-cp39-cp39-win_amd64.whl", hash = "sha256:01721eefe70544d548425a07c80be8377096a54118070b8a62476866d5208e33"},
{file = "numpy-1.21.1-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:2d4d1de6e6fb3d28781c73fbde702ac97f03d79e4ffd6598b880b2d95d62ead4"},
{file = "numpy-1.21.1.zip", hash = "sha256:dff4af63638afcc57a3dfb9e4b26d434a7a602d225b42d746ea7fe2edf1342fd"},
{file = "numpy-1.21.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8890b3360f345e8360133bc078d2dacc2843b6ee6059b568781b15b97acbe39f"},
{file = "numpy-1.21.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:69077388c5a4b997442b843dbdc3a85b420fb693ec8e33020bb24d647c164fa5"},
{file = "numpy-1.21.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e89717274b41ebd568cd7943fc9418eeb49b1785b66031bc8a7f6300463c5898"},
{file = "numpy-1.21.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b78ecfa070460104934e2caf51694ccd00f37d5e5dbe76f021b1b0b0d221823"},
{file = "numpy-1.21.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:615d4e328af7204c13ae3d4df7615a13ff60a49cb0d9106fde07f541207883ca"},
{file = "numpy-1.21.4-cp310-cp310-win_amd64.whl", hash = "sha256:1403b4e2181fc72664737d848b60e65150f272fe5a1c1cbc16145ed43884065a"},
{file = "numpy-1.21.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:74b85a17528ca60cf98381a5e779fc0264b4a88b46025e6bcbe9621f46bb3e63"},
{file = "numpy-1.21.4-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:92aafa03da8658609f59f18722b88f0a73a249101169e28415b4fa148caf7e41"},
{file = "numpy-1.21.4-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5d95668e727c75b3f5088ec7700e260f90ec83f488e4c0aaccb941148b2cd377"},
{file = "numpy-1.21.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5162ec777ba7138906c9c274353ece5603646c6965570d82905546579573f73"},
{file = "numpy-1.21.4-cp37-cp37m-win32.whl", hash = "sha256:81225e58ef5fce7f1d80399575576fc5febec79a8a2742e8ef86d7b03beef49f"},
{file = "numpy-1.21.4-cp37-cp37m-win_amd64.whl", hash = "sha256:32fe5b12061f6446adcbb32cf4060a14741f9c21e15aaee59a207b6ce6423469"},
{file = "numpy-1.21.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:c449eb870616a7b62e097982c622d2577b3dbc800aaf8689254ec6e0197cbf1e"},
{file = "numpy-1.21.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2e4ed57f45f0aa38beca2a03b6532e70e548faf2debbeb3291cfc9b315d9be8f"},
{file = "numpy-1.21.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1247ef28387b7bb7f21caf2dbe4767f4f4175df44d30604d42ad9bd701ebb31f"},
{file = "numpy-1.21.4-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:34f3456f530ae8b44231c63082c8899fe9c983fd9b108c997c4b1c8c2d435333"},
{file = "numpy-1.21.4-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4c9c23158b87ed0e70d9a50c67e5c0b3f75bcf2581a8e34668d4e9d7474d76c6"},
{file = "numpy-1.21.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e4799be6a2d7d3c33699a6f77201836ac975b2e1b98c2a07f66a38f499cb50ce"},
{file = "numpy-1.21.4-cp38-cp38-win32.whl", hash = "sha256:bc988afcea53e6156546e5b2885b7efab089570783d9d82caf1cfd323b0bb3dd"},
{file = "numpy-1.21.4-cp38-cp38-win_amd64.whl", hash = "sha256:170b2a0805c6891ca78c1d96ee72e4c3ed1ae0a992c75444b6ab20ff038ba2cd"},
{file = "numpy-1.21.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:fde96af889262e85aa033f8ee1d3241e32bf36228318a61f1ace579df4e8170d"},
{file = "numpy-1.21.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c885bfc07f77e8fee3dc879152ba993732601f1f11de248d4f357f0ffea6a6d4"},
{file = "numpy-1.21.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9e6f5f50d1eff2f2f752b3089a118aee1ea0da63d56c44f3865681009b0af162"},
{file = "numpy-1.21.4-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:ad010846cdffe7ec27e3f933397f8a8d6c801a48634f419e3d075db27acf5880"},
{file = "numpy-1.21.4-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c74c699b122918a6c4611285cc2cad4a3aafdb135c22a16ec483340ef97d573c"},
{file = "numpy-1.21.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9864424631775b0c052f3bd98bc2712d131b3e2cd95d1c0c68b91709170890b0"},
{file = "numpy-1.21.4-cp39-cp39-win32.whl", hash = "sha256:b1e2312f5b8843a3e4e8224b2b48fe16119617b8fc0a54df8f50098721b5bed2"},
{file = "numpy-1.21.4-cp39-cp39-win_amd64.whl", hash = "sha256:e3c3e990274444031482a31280bf48674441e0a5b55ddb168f3a6db3e0c38ec8"},
{file = "numpy-1.21.4-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a3deb31bc84f2b42584b8c4001c85d1934dbfb4030827110bc36bfd11509b7bf"},
{file = "numpy-1.21.4.zip", hash = "sha256:e6c76a87633aa3fa16614b61ccedfae45b91df2767cf097aa9c933932a7ed1e0"},
]
pandas = [
{file = "pandas-1.3.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9707bdc1ea9639c886b4d3be6e2a45812c1ac0c2080f94c31b71c9fa35556f9b"},
{file = "pandas-1.3.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c2f44425594ae85e119459bb5abb0748d76ef01d9c08583a667e3339e134218e"},
{file = "pandas-1.3.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:372d72a3d8a5f2dbaf566a5fa5fa7f230842ac80f29a931fb4b071502cf86b9a"},
{file = "pandas-1.3.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d99d2350adb7b6c3f7f8f0e5dfb7d34ff8dd4bc0a53e62c445b7e43e163fce63"},
{file = "pandas-1.3.4-cp310-cp310-win_amd64.whl", hash = "sha256:4acc28364863127bca1029fb72228e6f473bb50c32e77155e80b410e2068eeac"},
{file = "pandas-1.3.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c2646458e1dce44df9f71a01dc65f7e8fa4307f29e5c0f2f92c97f47a5bf22f5"},
{file = "pandas-1.3.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5298a733e5bfbb761181fd4672c36d0c627320eb999c59c65156c6a90c7e1b4f"},
{file = "pandas-1.3.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:22808afb8f96e2269dcc5b846decacb2f526dd0b47baebc63d913bf847317c8f"},
{file = "pandas-1.3.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b528e126c13816a4374e56b7b18bfe91f7a7f6576d1aadba5dee6a87a7f479ae"},
{file = "pandas-1.3.4-cp37-cp37m-win32.whl", hash = "sha256:fe48e4925455c964db914b958f6e7032d285848b7538a5e1b19aeb26ffaea3ec"},
{file = "pandas-1.3.4-cp37-cp37m-win_amd64.whl", hash = "sha256:eaca36a80acaacb8183930e2e5ad7f71539a66805d6204ea88736570b2876a7b"},
{file = "pandas-1.3.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:42493f8ae67918bf129869abea8204df899902287a7f5eaf596c8e54e0ac7ff4"},
{file = "pandas-1.3.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a388960f979665b447f0847626e40f99af8cf191bce9dc571d716433130cb3a7"},
{file = "pandas-1.3.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ba0aac1397e1d7b654fccf263a4798a9e84ef749866060d19e577e927d66e1b"},
{file = "pandas-1.3.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f567e972dce3bbc3a8076e0b675273b4a9e8576ac629149cf8286ee13c259ae5"},
{file = "pandas-1.3.4-cp38-cp38-win32.whl", hash = "sha256:c1aa4de4919358c5ef119f6377bc5964b3a7023c23e845d9db7d9016fa0c5b1c"},
{file = "pandas-1.3.4-cp38-cp38-win_amd64.whl", hash = "sha256:dd324f8ee05925ee85de0ea3f0d66e1362e8c80799eb4eb04927d32335a3e44a"},
{file = "pandas-1.3.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d47750cf07dee6b55d8423471be70d627314277976ff2edd1381f02d52dbadf9"},
{file = "pandas-1.3.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2d1dc09c0013d8faa7474574d61b575f9af6257ab95c93dcf33a14fd8d2c1bab"},
{file = "pandas-1.3.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10e10a2527db79af6e830c3d5842a4d60383b162885270f8cffc15abca4ba4a9"},
{file = "pandas-1.3.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:35c77609acd2e4d517da41bae0c11c70d31c87aae8dd1aabd2670906c6d2c143"},
{file = "pandas-1.3.4-cp39-cp39-win32.whl", hash = "sha256:003ba92db58b71a5f8add604a17a059f3068ef4e8c0c365b088468d0d64935fd"},
{file = "pandas-1.3.4-cp39-cp39-win_amd64.whl", hash = "sha256:a51528192755f7429c5bcc9e80832c517340317c861318fea9cea081b57c9afd"},
{file = "pandas-1.3.4.tar.gz", hash = "sha256:a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc"},
]
pathspec = [
{file = "pathspec-0.9.0-py2.py3-none-any.whl", hash = "sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a"},
{file = "pathspec-0.9.0.tar.gz", hash = "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"},
]
platformdirs = [
{file = "platformdirs-2.4.0-py3-none-any.whl", hash = "sha256:8868bbe3c3c80d42f20156f22e7131d2fb321f5bc86a2a345375c6481a67021d"},
{file = "platformdirs-2.4.0.tar.gz", hash = "sha256:367a5e80b3d04d2428ffa76d33f124cf11e8fff2acdaa9b43d545f5c7d661ef2"},
]
plotly = [
{file = "plotly-5.4.0-py2.py3-none-any.whl", hash = "sha256:1e5c1a5c87caaf68ce0d9872d4636e3ce1f82c7f6988eb20905ff5b58e57525c"},
{file = "plotly-5.4.0.tar.gz", hash = "sha256:735d50738c760ecbf3a38e2336b8c1b119bff2d857096e4f68af31089b798161"},
]
pydantic = [
{file = "pydantic-1.8.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:05ddfd37c1720c392f4e0d43c484217b7521558302e7069ce8d318438d297739"},
{file = "pydantic-1.8.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:a7c6002203fe2c5a1b5cbb141bb85060cbff88c2d78eccbc72d97eb7022c43e4"},
{file = "pydantic-1.8.2-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:589eb6cd6361e8ac341db97602eb7f354551482368a37f4fd086c0733548308e"},
{file = "pydantic-1.8.2-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:10e5622224245941efc193ad1d159887872776df7a8fd592ed746aa25d071840"},
{file = "pydantic-1.8.2-cp36-cp36m-win_amd64.whl", hash = "sha256:99a9fc39470010c45c161a1dc584997f1feb13f689ecf645f59bb4ba623e586b"},
{file = "pydantic-1.8.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a83db7205f60c6a86f2c44a61791d993dff4b73135df1973ecd9eed5ea0bda20"},
{file = "pydantic-1.8.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:41b542c0b3c42dc17da70554bc6f38cbc30d7066d2c2815a94499b5684582ecb"},
{file = "pydantic-1.8.2-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:ea5cb40a3b23b3265f6325727ddfc45141b08ed665458be8c6285e7b85bd73a1"},
{file = "pydantic-1.8.2-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:18b5ea242dd3e62dbf89b2b0ec9ba6c7b5abaf6af85b95a97b00279f65845a23"},
{file = "pydantic-1.8.2-cp37-cp37m-win_amd64.whl", hash = "sha256:234a6c19f1c14e25e362cb05c68afb7f183eb931dd3cd4605eafff055ebbf287"},
{file = "pydantic-1.8.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:021ea0e4133e8c824775a0cfe098677acf6fa5a3cbf9206a376eed3fc09302cd"},
{file = "pydantic-1.8.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:e710876437bc07bd414ff453ac8ec63d219e7690128d925c6e82889d674bb505"},
{file = "pydantic-1.8.2-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:ac8eed4ca3bd3aadc58a13c2aa93cd8a884bcf21cb019f8cfecaae3b6ce3746e"},
{file = "pydantic-1.8.2-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:4a03cbbe743e9c7247ceae6f0d8898f7a64bb65800a45cbdc52d65e370570820"},
{file = "pydantic-1.8.2-cp38-cp38-win_amd64.whl", hash = "sha256:8621559dcf5afacf0069ed194278f35c255dc1a1385c28b32dd6c110fd6531b3"},
{file = "pydantic-1.8.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8b223557f9510cf0bfd8b01316bf6dd281cf41826607eada99662f5e4963f316"},
{file = "pydantic-1.8.2-cp39-cp39-manylinux1_i686.whl", hash = "sha256:244ad78eeb388a43b0c927e74d3af78008e944074b7d0f4f696ddd5b2af43c62"},
{file = "pydantic-1.8.2-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:05ef5246a7ffd2ce12a619cbb29f3307b7c4509307b1b49f456657b43529dc6f"},
{file = "pydantic-1.8.2-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:54cd5121383f4a461ff7644c7ca20c0419d58052db70d8791eacbbe31528916b"},
{file = "pydantic-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:4be75bebf676a5f0f87937c6ddb061fa39cbea067240d98e298508c1bda6f3f3"},
{file = "pydantic-1.8.2-py3-none-any.whl", hash = "sha256:fec866a0b59f372b7e776f2d7308511784dace622e0992a0b59ea3ccee0ae833"},
{file = "pydantic-1.8.2.tar.gz", hash = "sha256:26464e57ccaafe72b7ad156fdaa4e9b9ef051f69e175dbbb463283000c05ab7b"},
]
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"},
]
six = [
{file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
{file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
]
sniffio = [
{file = "sniffio-1.2.0-py3-none-any.whl", hash = "sha256:471b71698eac1c2112a40ce2752bb2f4a4814c22a54a3eed3676bc0f5ca9f663"},
{file = "sniffio-1.2.0.tar.gz", hash = "sha256:c4666eecec1d3f50960c6bdf61ab7bc350648da6c126e3cf6898d8cd4ddcd3de"},
]
starlette = [
{file = "starlette-0.16.0-py3-none-any.whl", hash = "sha256:38eb24bf705a2c317e15868e384c1b8a12ca396e5a3c3a003db7e667c43f939f"},
{file = "starlette-0.16.0.tar.gz", hash = "sha256:e1904b5d0007aee24bdd3c43994be9b3b729f4f58e740200de1d623f8c3a8870"},
]
tenacity = [
{file = "tenacity-8.0.1-py3-none-any.whl", hash = "sha256:f78f4ea81b0fabc06728c11dc2a8c01277bfc5181b321a4770471902e3eb844a"},
{file = "tenacity-8.0.1.tar.gz", hash = "sha256:43242a20e3e73291a28bcbcacfd6e000b02d3857a9a9fff56b297a27afdc932f"},
]
tomli = [
{file = "tomli-1.2.2-py3-none-any.whl", hash = "sha256:f04066f68f5554911363063a30b108d2b5a5b1a010aa8b6132af78489fe3aade"},
{file = "tomli-1.2.2.tar.gz", hash = "sha256:c6ce0015eb38820eaf32b5db832dbc26deb3dd427bd5f6556cf0acac2c214fee"},
]
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"},
]
uvicorn = [
{file = "uvicorn-0.16.0-py3-none-any.whl", hash = "sha256:d8c839231f270adaa6d338d525e2652a0b4a5f4c2430b5c4ef6ae4d11776b0d2"},
{file = "uvicorn-0.16.0.tar.gz", hash = "sha256:eacb66afa65e0648fcbce5e746b135d09722231ffffc61883d4fac2b62fbea8d"},
]
werkzeug = [
{file = "Werkzeug-2.0.2-py3-none-any.whl", hash = "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f"},
{file = "Werkzeug-2.0.2.tar.gz", hash = "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"},
]

21
fastapi-plotly-dash-master/pyproject.toml Normal file
View File

@ -0,0 +1,21 @@
[tool.poetry]
name = "fastapi-plotly-dash"
version = "0.1.0"
description = "Sample integration of FastAPI and Dash"
authors = ["Russ Snyder <ru.snyder@gmail.com>"]
[tool.poetry.dependencies]
python = "^3.8"
dash = "^2.0.0"
fastapi = "*"
pandas = "*"
uvicorn = "*"
[tool.poetry.dev-dependencies]
black = "*"
[build-system]
requires = ["poetry>=0.12"]
build-backend = "poetry.masonry.api"

6
peotry.txt Normal file
View File

@ -0,0 +1,6 @@
https://blog.csdn.net/not_so_bad/article/details/127705403
安装
pip install pipx
pipx install poetry
pipx ensurepath

14
pyproject.toml Normal file
View File

@ -0,0 +1,14 @@
[tool.poetry]
name = "pythonbook"
version = "0.1.0"
description = ""
authors = ["13002457275 <4448445@qq.com>"]
readme = "README.md"
[tool.poetry.dependencies]
python = "^3.11"
[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

1
python_advance-main/README.md Normal file
View File

@ -0,0 +1 @@
# python_advance

69
python_advance-main/advancedthread/__main__.py Normal file
View File

@ -0,0 +1,69 @@
import time
from threading import Thread
from queue import Queue
class MyThread(Thread):
def __init__(self, name: str, count: int):
super().__init__()
self.setName(name)
self.setDaemon(True)
self.count = count
def run(self) -> None:
for n in range(self.count):
print(f"{self.getName()} - {n}\n", end='')
time.sleep(0.01)
t_1 = MyThread("A", 10)
t_2 = MyThread("B", 10)
t_1.start()
t_2.start()
t_1.join()
class MsgProducer(Thread):
def __init__(self, name: str, count: int, queue: Queue):
super().__init__()
self.setName(name)
self.count = count
self.queue = queue
def run(self) -> None:
for n in range(self.count):
msg = f"{self.getName()} - {n}"
self.queue.put(msg, block=True)
class MsgConsumer(Thread):
def __init__(self, name: str, queue: Queue):
super().__init__()
self.setName(name)
self.queue = queue
self.setDaemon(True)
def run(self) -> None:
while True:
msg = self.queue.get(block=True)
print(f"{self.getName()} - {msg}\n", end='')
queue = Queue(3)
threads = list()
threads.append(MsgProducer("PA", 10, queue))
threads.append(MsgProducer("PB", 10, queue))
threads.append(MsgProducer("PC", 10, queue))
threads.append(MsgConsumer("CA", queue))
threads.append(MsgConsumer("CB", queue))
for t in threads:
t.start()

57
python_advance-main/asyncio_advancedtask/__main__.py Normal file
View File

@ -0,0 +1,57 @@
import asyncio
from asyncio.exceptions import TimeoutError
async def play_music(music: str):
print(f"Start playing {music}")
await asyncio.sleep(3)
print(f"Finished playing {music}")
return music
async def call_api():
print("calling api.....")
raise Exception("Error calling")
async def my_cancel():
task = asyncio.create_task(play_music("A"))
await asyncio.sleep(3)
if not task.done():
task.cancel()
async def my_cancel_with_timeout():
task = asyncio.create_task(play_music("B"))
try:
await asyncio.wait_for(task, timeout=2)
except TimeoutError:
print("timeout")
async def my_timeout():
task = asyncio.create_task(play_music("B"))
try:
await asyncio.wait_for(asyncio.shield(task), timeout=2)
except TimeoutError:
print("timeout")
await task
async def my_gather():
results = await asyncio.gather(play_music("A"), play_music("B"))
print(results)
async def my_gather_with_exception():
results = await asyncio.gather(play_music("A"), play_music("B"), call_api(),
return_exceptions=True)
print(results)
if __name__ == "__main__":
asyncio.run(my_gather_with_exception())

15
python_advance-main/asyncio_basic/__main__.py Normal file
View File

@ -0,0 +1,15 @@
import asyncio
async def calculate(n_1: int, n_2: int):
res = n_1 + n_2
print(res)
async def main():
print("main -step 1")
await calculate(1, 2)
print("main -step 2")
asyncio.run(main())

28
python_advance-main/asyncio_task/__main__.py Normal file
View File

@ -0,0 +1,28 @@
import asyncio
import time
async def call_api(name: str, delay: float):
print(f"{name} - step 1")
await asyncio.sleep(delay)
print(f"{name} - step 2")
async def main():
time_1 = time.perf_counter()
print("start A coroutine")
task_1 = asyncio.create_task(call_api("A", 2))
print("start B coroutine")
task_2 = asyncio.create_task(call_api("B", 5))
await task_1
print("task 1 completed")
await task_2
print("task 2 completed")
time_2 = time.perf_counter()
print(f"Spent {time_2 - time_1}")
asyncio.run(main())

52
python_advance-main/classdecorator/__main__.py Normal file
View File

@ -0,0 +1,52 @@
class MyDecorator:
def __init__(self, f):
self.f = f
def __call__(self, *args, **kwargs):
print("start")
result = self.f(*args, **kwargs)
print("end")
return result
class ParamDecorator:
def __init__(self, name):
self.name = name
def __call__(self, f):
def wrap(*args):
print(f"start {self.name}")
result = f(*args)
print("end")
return result
return wrap
@ParamDecorator("Jack")
def test():
print("test")
return 200
print(test())
def cls_decorator(cls):
print("start class decorator")
def inner():
print("start")
obj = cls()
print("end")
return obj
return inner
@cls_decorator
class Person:
pass
p1 = Person()
p2 = Person()

15
python_advance-main/closure/__main__.py Normal file
View File

@ -0,0 +1,15 @@
def greeting():
message = "hello"
value = 20
def inner():
print(f'{value} - {message}')
message = "second"
return inner
f = greeting()
print(f.__closure__)
f()

34
python_advance-main/contextmanager/__main__.py Normal file
View File

@ -0,0 +1,34 @@
# instance = open("mydata.txt", "w")
# instance.write("Hello this is a test file")
# instance.close()
# with open("mydata.txt", "w") as instance:
# instance.write("Hello this is a test file")
#
#
# print("The end")
import time
class Timer:
def __init__(self):
self.elapsed = 0
def __enter__(self):
self.start = time.perf_counter()
return self
def __exit__(self, exc_type, exc_val, exc_tb):
self.stop = time.perf_counter()
self.elapsed = self.stop - self.start
return False
with Timer() as timer:
nums = []
for n in range(10000):
nums.append(n ** 2)
print(timer.elapsed)

31
python_advance-main/dataclass/__main__.py Normal file
View File

@ -0,0 +1,31 @@
import operator
from dataclasses import dataclass, field
@dataclass(order=True)
class Student:
sort_index: int = field(init=False, repr=False)
name: str
age: int = 19
independent: bool = field(default=False, init=False, repr=True)
def __post_init__(self):
self.independent = self.age > 19
self.sort_index = self.age
s_1 = Student("Jack", 20)
print(s_1)
s_2 = Student("Tom")
print(s_2)
print(s_1 == s_2)
students = [s_2, s_1]
sorted_students = sorted(students)
print(sorted_students)
students.sort(key=operator.attrgetter('name'))
print(students)

40
python_advance-main/decorator/__main__.py Normal file
View File

@ -0,0 +1,40 @@
from functools import wraps
# def welcome(fn):
# @wraps(fn)
# def wrapper(*args, **kwargs):
# print("Welcome")
# result = fn(*args, **kwargs)
# return result
#
# return wrapper
def welcome(name):
def decorator(fn):
@wraps(fn)
def wrapper(*args, **kwargs):
print(f"Welcome {name}")
result = fn(*args, **kwargs)
return result
return wrapper
return decorator
@welcome("Tom")
def my_fun(message: str):
print(f"Hello {message}")
@welcome("Mary")
def my_fun_2():
print("my fun 2")
# f1 = welcome(my_fun)
# f1("Jack")
my_fun("Jack")
print(my_fun.__name__)

29
python_advance-main/generator/__main__.py Normal file
View File

@ -0,0 +1,29 @@
def hello(): # an iteratable object
print("step 1")
yield 1
print("step 2")
yield 2
print("step 3")
yield 3
def my_fun():
result = []
for n in range(3):
result.append(n ** 2)
return result
g = hello()
for res in g:
print(res)
def squares(count: int):
for n in range(count):
yield n ** 2
for num in squares(3):
print(num)

17
python_advance-main/metaclass/__main__.py Normal file
View File

@ -0,0 +1,17 @@
class Human(type):
@staticmethod
def __new__(mcs, *args, **kwargs):
class_ = super().__new__(mcs, *args)
# class_.freedom = True
if kwargs:
for name, value in kwargs.items():
setattr(class_, name, value)
return class_
class Student(object, metaclass=Human, country="China", freedom=True):
pass
print(Student.country)
print(Student.freedom)

49
python_advance-main/metaclass_sample/__main__.py Normal file
View File

@ -0,0 +1,49 @@
class Prop:
def __init__(self, attr):
self._attr = f'_{attr}'
def get(self, obj):
if not hasattr(obj, self._attr):
return None
return getattr(obj, self._attr)
def set(self, obj, value):
setattr(obj, self._attr, value)
class Human(type):
@staticmethod
def __new__(mcs, *args, **kwargs):
class_ = super().__new__(mcs, *args)
for property_name in class_.props:
prop = Prop(property_name)
p_obj = property(fget=prop.get, fset=prop.set)
setattr(class_, property_name, p_obj)
return class_
class Student(object, metaclass=Human):
props = ["name", "age"]
def human(cls):
return Human(cls.__name__, cls.__bases__, dict(cls.__dict__))
@human
class Man:
props = ["name", "age"]
man = Man()
print(man.name)
man.name = "Tom"
print(man.name)
student = Student()
print(student.name)
student.name = "Jack"
print(student.name)

53
python_advance-main/mixin/__main__.py Normal file
View File

@ -0,0 +1,53 @@
import json
class MapMixin:
def __getitem__(self, key):
return self.__dict__[key]
def __setitem__(self, key, value):
self.__dict__[key] = value
class DictMixin:
def to_dict(self):
return self.__convert_dict(self.__dict__)
def __convert_dict(self, attrs: dict):
result = {}
for key, value in attrs.items():
result[key] = self.__convert_value(value)
return result
def __convert_value(self, value):
if isinstance(value, DictMixin):
return value.to_dict()
elif isinstance(value, dict):
return self.__convert_dict(value)
elif isinstance(value, list):
return [self.__convert_value(v) for v in value]
elif hasattr(value, '__dict__'):
return self.__convert_dict(value.__dict__)
else:
return value
class JSONMixin:
def to_json(self):
return json.dumps(self.to_dict())
class Student(MapMixin, DictMixin, JSONMixin):
def __init__(self, name, age):
self.name = name
self.age = age
# {"name": "Jack", "age": 20, "clasx": {"name": "class 9-1", "building": "A"}}
s = Student("Jack", 20)
print(s["name"])
print(s.to_dict())
print(s.to_json())

42
python_advance-main/multiprocesses/__main__.py Normal file
View File

@ -0,0 +1,42 @@
import multiprocessing
import time
def task(name: str, count: int):
print(f"{name} - start\n", end='')
result = 0
for n in range(count):
result += n + 1
# time.sleep(1)
print(f"{name} - end with {result}")
def start_process_1():
process = multiprocessing.Process(target=task, args=["A", 100])
process.start()
process.join()
print("Main process over")
def start_process_2():
args_list = [("A", 1000000), ("B", 9900000), ("C", 98000)]
processes = [multiprocessing.Process(target=task, args=[name, count]) for name, count in args_list]
processes[0].start()
processes[1].start()
processes[1].join()
# for p in processes:
# p.start()
#
# for p in processes:
# p.join()
print("Main process over")
if __name__ == "__main__":
start_process_2()

19
python_advance-main/nonlocal/__main__.py Normal file
View File

@ -0,0 +1,19 @@
message = "module"
def outer():
message = "outer"
def inner():
nonlocal message
message = "inner"
print(message)
inner()
print(message)
outer()
print(message)

39
python_advance-main/processpool/__main__.py Normal file
View File

@ -0,0 +1,39 @@
import os.path
import time
from concurrent.futures import ProcessPoolExecutor
from urllib.request import urlopen, Request
def download_img(url: str):
site_url = Request(url, headers={"User-Agent": "Mozilla/5.0"})
with urlopen(site_url) as web_file:
img_data = web_file.read()
if not img_data:
raise Exception(f"Error: cannot load the image from {url}")
file_name = os.path.basename(url)
with open(file_name, 'wb') as file:
file.write(img_data)
return f"Download image successfully, {url}"
def main():
with ProcessPoolExecutor() as executor:
urls = [
"https://cdn.pixabay.com/photo/2021/09/28/13/14/cat-6664412_1280.jpg",
"https://cdn.pixabay.com/photo/2022/11/10/00/38/creative-7581718_640.jpg",
"https://cdn.pixabay.com/photo/2022/11/19/11/53/rose-7601873_640.jpg",
"https://cdn.pixabay.com/photo/2022/10/18/12/05/clouds-7530090_640.jpg"
]
results = executor.map(download_img, urls)
for res in results:
print(res)
if __name__ == "__main__":
main()

51
python_advance-main/regex/__main__.py Normal file
View File

@ -0,0 +1,51 @@
import re
def test_search():
pattern = r"\d{2}"
source = "I'm 80 years old."
result = re.search(pattern, source)
print(result)
def test_match():
pattern = r"\d{2}"
source = "80 years old."
result = re.match(pattern, source)
print(result)
def test_fullmatch():
pattern = r"\d{2}"
source = "809"
result = re.fullmatch(pattern, source)
print(result)
def test_findall():
pattern = r"\d{2}"
source = "8 09 aaa 89 laskdjf"
result = re.findall(pattern, source)
print(result)
def test_finditer():
pattern = r"\d{2}"
source = "8 09 aaa 89 laskdjf"
it = re.finditer(pattern, source)
for rs in it:
print(rs)
def test_compile():
pattern_str = r"\d{2}"
pattern = re.compile(pattern_str)
print(pattern.fullmatch("99"))
test_compile()

35
python_advance-main/singleton/__main__.py Normal file
View File

@ -0,0 +1,35 @@
def singleton(cls):
_instance = {}
def inner(*args, **kwargs):
if cls in _instance:
return _instance[cls]
obj = cls(*args, **kwargs)
_instance[cls] = obj
return obj
return inner
class SingletonMeta(type):
def __call__(cls, *args, **kwargs):
if hasattr(cls, '_instance'):
return getattr(cls, '_instance')
obj = super().__call__(*args, **kwargs)
setattr(cls, '_instance', obj)
return obj
# @singleton
class Person(metaclass=SingletonMeta):
pass
p_1 = Person()
p_2 = Person()
print(p_1 is p_2)

89
python_advance-main/threadlock/__main__.py Normal file
View File

@ -0,0 +1,89 @@
from threading import Thread, Lock, Condition
task_lock = Lock()
def task(name: str):
global task_lock
for n in range(2):
task_lock.acquire()
print(f"{name} - round {n} - step 1\n", end='')
print(f"{name} - round {n} - step 2\n", end='')
print(f"{name} - round {n} - step 3\n", end='')
task_lock.release()
t1 = Thread(target=task, args=("A",))
t2 = Thread(target=task, args=("B",))
t3 = Thread(target=task, args=("C",))
t1.start()
t2.start()
t3.start()
class SafeQueue:
def __init__(self, size: int):
self.__item_list = list()
self.size = size
self.__item_lock = Condition()
def put(self, item):
with self.__item_lock:
while len(self.__item_list) >= self.size:
self.__item_lock.wait()
self.__item_list.insert(0, item)
self.__item_lock.notify_all()
def get(self):
with self.__item_lock:
while len(self.__item_list) == 0:
self.__item_lock.wait()
result = self.__item_list.pop()
self.__item_lock.notify_all()
return result
class MsgProducer(Thread):
def __init__(self, name: str, count: int, queue: SafeQueue):
super().__init__()
self.setName(name)
self.count = count
self.queue = queue
def run(self) -> None:
for n in range(self.count):
msg = f"{self.getName()} - {n}"
self.queue.put(msg)
class MsgConsumer(Thread):
def __init__(self, name: str, queue: SafeQueue):
super().__init__()
self.setName(name)
self.queue = queue
self.setDaemon(True)
def run(self) -> None:
while True:
msg = self.queue.get()
print(f"{self.getName()} - {msg}\n", end='')
queue = SafeQueue(3)
threads = list()
threads.append(MsgProducer("PA", 10, queue))
threads.append(MsgProducer("PB", 10, queue))
threads.append(MsgProducer("PC", 10, queue))
threads.append(MsgConsumer("CA", queue))
threads.append(MsgConsumer("CB", queue))
for t in threads:
t.start()

55
python_advance-main/threadpool/__main__.py Normal file
View File

@ -0,0 +1,55 @@
import os.path
import time
from concurrent.futures import ThreadPoolExecutor
from urllib.request import urlopen, Request
def task(name: str):
print(f"{name} - step 1\n", end='')
time.sleep(1)
print(f"{name} - step 2\n", end='')
return f"{name} complete"
#
# with ThreadPoolExecutor() as executor:
# result_1 = executor.submit(task, 'A')
# result_2 = executor.submit(task, 'B')
#
# print(result_1.result())
# print(result_2.result())
#
# with ThreadPoolExecutor() as executor:
# results = executor.map(task, ['C', 'D'])
#
# for r in results:
# print(r)
def download_img(url: str):
site_url = Request(url, headers={"User-Agent": "Mozilla/5.0"})
with urlopen(site_url) as web_file:
img_data = web_file.read()
if not img_data:
raise Exception(f"Error: cannot load the image from {url}")
file_name = os.path.basename(url)
with open(file_name, 'wb') as file:
file.write(img_data)
return f"Download image successfully, {url}"
with ThreadPoolExecutor() as executor:
urls = [
"https://cdn.pixabay.com/photo/2021/09/28/13/14/cat-6664412_1280.jpg",
"https://cdn.pixabay.com/photo/2022/11/10/00/38/creative-7581718_640.jpg",
"https://cdn.pixabay.com/photo/2022/11/19/11/53/rose-7601873_640.jpg",
"https://cdn.pixabay.com/photo/2022/10/18/12/05/clouds-7530090_640.jpg"
]
results = executor.map(download_img, urls)
for res in results:
print(res)

18
python_advance-main/threads/__main__.py Normal file
View File

@ -0,0 +1,18 @@
from threading import Thread
def task(count: int):
for n in range(count):
print(n)
thread1 = Thread(target=task, args=(10,))
thread2 = Thread(target=task, args=(20,))
thread1.start()
thread2.start()
thread1.join()
thread2.join()
print("Main threads is end")

24
python_advance-main/typeclass/__main__.py Normal file
View File

@ -0,0 +1,24 @@
class Student:
def greeting(self):
print("Hello student")
print(type(Student))
print(isinstance(Student, type))
class_body = """
def greeting(self):
print('Hello customer')
def jump(self):
print('jump')
"""
class_dict = {}
exec(class_body, globals(), class_dict)
Customer = type("Customer", (object,), class_dict)
c = Customer()
c.greeting()
c.jump()

17
python_advance-main/variablescope/__main__.py Normal file
View File

@ -0,0 +1,17 @@
count = 10
print(count)
def greeting(flag: bool):
global count
if flag:
count = 20
print(count)
greeting(True)
print(count)

69
python_advance-main/yield_from/__main__.py Normal file
View File

@ -0,0 +1,69 @@
def magic_number(exponent: int):
for n in range(3):
yield (n + 1) ** exponent
def magic_data():
yield from magic_number(2)
yield from magic_number(3)
# for n in magic_data():
# print(n)
def magic_two():
exponent = yield 'Please give an exponent based on two'
while True:
exponent = yield 2 ** exponent
if exponent is None:
break
# m = magic_two()
# print(next(m))
#
# print(m.send(2))
#
# print(m.send(3))
#
# try:
# m.send(None)
# except StopIteration:
# pass
def magic_three():
exponent = yield 'Please give an exponent based on three'
while True:
exponent = yield 3 ** exponent
if exponent is None:
break
def magic_switch():
option = yield 'Please choose, 1 - two, 2 - three'
while True:
if option == 1:
yield from magic_two()
elif option == 2:
yield from magic_three()
else:
break
mm = magic_switch()
print(next(mm))
print(mm.send(2))
print(mm.send(2))
print(mm.send(3))
try:
mm.send(None)
except StopIteration:
pass

19
real-time-charts-with-fastapi-master/.github/dependabot.yml vendored Normal file
View File

@ -0,0 +1,19 @@
# To get started with Dependabot version updates, you'll need to specify which
# package ecosystems to update and where the package manifests are located.
# Please see the documentation for all configuration options:
# https://help.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
version: 2
updates:
# Enable version updates for Python
- package-ecosystem: "pip"
directory: "/" # Location of package manifests
schedule:
interval: "daily"
# Enable version updates for Docker
- package-ecosystem: "docker"
directory: "/" # Location of package manifests
schedule:
interval: "daily"

140
real-time-charts-with-fastapi-master/.gitignore vendored Normal file
View File

@ -0,0 +1,140 @@
### Python template
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
.pybuilder/
target/
# Jupyter Notebook
.ipynb_checkpoints
# IPython
profile_default/
ipython_config.py
# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
# pytype static type analyzer
.pytype/
# Cython debug symbols
cython_debug/

24
real-time-charts-with-fastapi-master/README.md Normal file
View File

@ -0,0 +1,24 @@
# Creating Real-Time Charts with FastAPI
Sample application for the blog [Creating Real-Time Charts with FastAPI](https://ron.sh/creating-real-time-charts-with-fastapi/)
## Demo
Go to https://fastapi.ron.sh/ to see this in action.
## Build and run
```bash
docker-compose build
docker-compose up # or "docker-compose up -d" to run in detached mode
```
Open http://127.0.0.1:5000/ in browser
## Author
[Ronie Martinez](mailto:ronmarti18@gmail.com)
## References
- [Creating Real-Time Charts with Flask](https://github.com/roniemartinez/real-time-charts-with-flask)

54
real-time-charts-with-fastapi-master/application.py Normal file
View File

@ -0,0 +1,54 @@
import asyncio
import json
import logging
import random
import sys
from datetime import datetime
from typing import Iterator
from fastapi import FastAPI
from fastapi.requests import Request
from fastapi.responses import HTMLResponse, StreamingResponse
from fastapi.templating import Jinja2Templates
from starlette.responses import Response
logging.basicConfig(stream=sys.stdout, level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
logger = logging.getLogger(__name__)
application = FastAPI()
templates = Jinja2Templates(directory="templates")
random.seed() # Initialize the random number generator
@application.get("/", response_class=HTMLResponse)
async def index(request: Request) -> Response:
return templates.TemplateResponse("index.html", {"request": request})
async def generate_random_data(request: Request) -> Iterator[str]:
"""
Generates random value between 0 and 100
:return: String containing current timestamp (YYYY-mm-dd HH:MM:SS) and randomly generated data.
"""
client_ip = request.client.host
logger.info("Client %s connected", client_ip)
while True:
json_data = json.dumps(
{
"time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
"value": random.random() * 100,
}
)
yield f"data:{json_data}\n\n"
await asyncio.sleep(1)
@application.get("/chart-data")
async def chart_data(request: Request) -> StreamingResponse:
response = StreamingResponse(generate_random_data(request), media_type="text/event-stream")
response.headers["Cache-Control"] = "no-cache"
response.headers["X-Accel-Buffering"] = "no"
return response

11
real-time-charts-with-fastapi-master/docker-compose.yml Normal file
View File

@ -0,0 +1,11 @@
version: "3.8"
services:
web:
build: .
image: real-time-charts-with-fastapi
command: uvicorn application:application --reload --host 0.0.0.0 --port 5000
volumes:
- .:/code
ports:
- "127.0.0.1:5000:5000"

910
real-time-charts-with-fastapi-master/poetry.lock generated Normal file
View File

@ -0,0 +1,910 @@
# This file is automatically @generated by Poetry and should not be changed by hand.
[[package]]
name = "anyio"
version = "3.6.2"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
category = "main"
optional = false
python-versions = ">=3.6.2"
files = [
{file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
{file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
]
[package.dependencies]
idna = ">=2.8"
sniffio = ">=1.1"
typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
[package.extras]
doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
trio = ["trio (>=0.16,<0.22)"]
[[package]]
name = "autoflake"
version = "1.7.8"
description = "Removes unused imports and unused variables"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "autoflake-1.7.8-py3-none-any.whl", hash = "sha256:46373ef69b6714f5064c923bb28bd797c4f8a9497f557d87fc36665c6d956b39"},
{file = "autoflake-1.7.8.tar.gz", hash = "sha256:e7e46372dee46fa1c97acf310d99d922b63d369718a270809d7c278d34a194cf"},
]
[package.dependencies]
pyflakes = ">=1.1.0,<3"
tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
[[package]]
name = "black"
version = "23.1.0"
description = "The uncompromising code formatter."
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "black-23.1.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:b6a92a41ee34b883b359998f0c8e6eb8e99803aa8bf3123bf2b2e6fec505a221"},
{file = "black-23.1.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:57c18c5165c1dbe291d5306e53fb3988122890e57bd9b3dcb75f967f13411a26"},
{file = "black-23.1.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:9880d7d419bb7e709b37e28deb5e68a49227713b623c72b2b931028ea65f619b"},
{file = "black-23.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e6663f91b6feca5d06f2ccd49a10f254f9298cc1f7f49c46e498a0771b507104"},
{file = "black-23.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:9afd3f493666a0cd8f8df9a0200c6359ac53940cbde049dcb1a7eb6ee2dd7074"},
{file = "black-23.1.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:bfffba28dc52a58f04492181392ee380e95262af14ee01d4bc7bb1b1c6ca8d27"},
{file = "black-23.1.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:c1c476bc7b7d021321e7d93dc2cbd78ce103b84d5a4cf97ed535fbc0d6660648"},
{file = "black-23.1.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:382998821f58e5c8238d3166c492139573325287820963d2f7de4d518bd76958"},
{file = "black-23.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bf649fda611c8550ca9d7592b69f0637218c2369b7744694c5e4902873b2f3a"},
{file = "black-23.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:121ca7f10b4a01fd99951234abdbd97728e1240be89fde18480ffac16503d481"},
{file = "black-23.1.0-cp37-cp37m-macosx_10_16_x86_64.whl", hash = "sha256:a8471939da5e824b891b25751955be52ee7f8a30a916d570a5ba8e0f2eb2ecad"},
{file = "black-23.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8178318cb74f98bc571eef19068f6ab5613b3e59d4f47771582f04e175570ed8"},
{file = "black-23.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:a436e7881d33acaf2536c46a454bb964a50eff59b21b51c6ccf5a40601fbef24"},
{file = "black-23.1.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:a59db0a2094d2259c554676403fa2fac3473ccf1354c1c63eccf7ae65aac8ab6"},
{file = "black-23.1.0-cp38-cp38-macosx_10_16_universal2.whl", hash = "sha256:0052dba51dec07ed029ed61b18183942043e00008ec65d5028814afaab9a22fd"},
{file = "black-23.1.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:49f7b39e30f326a34b5c9a4213213a6b221d7ae9d58ec70df1c4a307cf2a1580"},
{file = "black-23.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:162e37d49e93bd6eb6f1afc3e17a3d23a823042530c37c3c42eeeaf026f38468"},
{file = "black-23.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:8b70eb40a78dfac24842458476135f9b99ab952dd3f2dab738c1881a9b38b753"},
{file = "black-23.1.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:a29650759a6a0944e7cca036674655c2f0f63806ddecc45ed40b7b8aa314b651"},
{file = "black-23.1.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:bb460c8561c8c1bec7824ecbc3ce085eb50005883a6203dcfb0122e95797ee06"},
{file = "black-23.1.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:c91dfc2c2a4e50df0026f88d2215e166616e0c80e86004d0003ece0488db2739"},
{file = "black-23.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a951cc83ab535d248c89f300eccbd625e80ab880fbcfb5ac8afb5f01a258ac9"},
{file = "black-23.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:0680d4380db3719ebcfb2613f34e86c8e6d15ffeabcf8ec59355c5e7b85bb555"},
{file = "black-23.1.0-py3-none-any.whl", hash = "sha256:7a0f701d314cfa0896b9001df70a530eb2472babb76086344e688829efd97d32"},
{file = "black-23.1.0.tar.gz", hash = "sha256:b0bd97bea8903f5a2ba7219257a44e3f1f9d00073d6cc1add68f0beec69692ac"},
]
[package.dependencies]
click = ">=8.0.0"
mypy-extensions = ">=0.4.3"
packaging = ">=22.0"
pathspec = ">=0.9.0"
platformdirs = ">=2"
tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.7.4)"]
jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "click"
version = "8.1.3"
description = "Composable command line interface toolkit"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
{file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
[[package]]
name = "colorama"
version = "0.4.6"
description = "Cross-platform colored terminal text."
category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
files = [
{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
]
[[package]]
name = "fastapi"
version = "0.92.0"
description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "fastapi-0.92.0-py3-none-any.whl", hash = "sha256:ae7b97c778e2f2ec3fb3cb4fb14162129411d99907fb71920f6d69a524340ebf"},
{file = "fastapi-0.92.0.tar.gz", hash = "sha256:023a0f5bd2c8b2609014d3bba1e14a1d7df96c6abea0a73070621c9862b9a4de"},
]
[package.dependencies]
pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
starlette = ">=0.25.0,<0.26.0"
[package.extras]
all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>=0.12.0,<0.21.0)"]
doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer[all] (>=0.6.1,<0.8.0)"]
test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.10.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.6.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
[[package]]
name = "flake8"
version = "5.0.4"
description = "the modular source code checker: pep8 pyflakes and co"
category = "dev"
optional = false
python-versions = ">=3.6.1"
files = [
{file = "flake8-5.0.4-py2.py3-none-any.whl", hash = "sha256:7a1cf6b73744f5806ab95e526f6f0d8c01c66d7bbe349562d22dfca20610b248"},
{file = "flake8-5.0.4.tar.gz", hash = "sha256:6fbe320aad8d6b95cec8b8e47bc933004678dc63095be98528b7bdd2a9f510db"},
]
[package.dependencies]
importlib-metadata = {version = ">=1.1.0,<4.3", markers = "python_version < \"3.8\""}
mccabe = ">=0.7.0,<0.8.0"
pycodestyle = ">=2.9.0,<2.10.0"
pyflakes = ">=2.5.0,<2.6.0"
[[package]]
name = "h11"
version = "0.14.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
{file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
]
[package.dependencies]
typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
[[package]]
name = "httptools"
version = "0.5.0"
description = "A collection of framework independent HTTP protocol utils."
category = "main"
optional = false
python-versions = ">=3.5.0"
files = [
{file = "httptools-0.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8f470c79061599a126d74385623ff4744c4e0f4a0997a353a44923c0b561ee51"},
{file = "httptools-0.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e90491a4d77d0cb82e0e7a9cb35d86284c677402e4ce7ba6b448ccc7325c5421"},
{file = "httptools-0.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1d2357f791b12d86faced7b5736dea9ef4f5ecdc6c3f253e445ee82da579449"},
{file = "httptools-0.5.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f90cd6fd97c9a1b7fe9215e60c3bd97336742a0857f00a4cb31547bc22560c2"},
{file = "httptools-0.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:5230a99e724a1bdbbf236a1b58d6e8504b912b0552721c7c6b8570925ee0ccde"},
{file = "httptools-0.5.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3a47a34f6015dd52c9eb629c0f5a8a5193e47bf2a12d9a3194d231eaf1bc451a"},
{file = "httptools-0.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:24bb4bb8ac3882f90aa95403a1cb48465de877e2d5298ad6ddcfdebec060787d"},
{file = "httptools-0.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e67d4f8734f8054d2c4858570cc4b233bf753f56e85217de4dfb2495904cf02e"},
{file = "httptools-0.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7e5eefc58d20e4c2da82c78d91b2906f1a947ef42bd668db05f4ab4201a99f49"},
{file = "httptools-0.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0297822cea9f90a38df29f48e40b42ac3d48a28637368f3ec6d15eebefd182f9"},
{file = "httptools-0.5.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:557be7fbf2bfa4a2ec65192c254e151684545ebab45eca5d50477d562c40f986"},
{file = "httptools-0.5.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:54465401dbbec9a6a42cf737627fb0f014d50dc7365a6b6cd57753f151a86ff0"},
{file = "httptools-0.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:4d9ebac23d2de960726ce45f49d70eb5466725c0087a078866043dad115f850f"},
{file = "httptools-0.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:e8a34e4c0ab7b1ca17b8763613783e2458e77938092c18ac919420ab8655c8c1"},
{file = "httptools-0.5.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:f659d7a48401158c59933904040085c200b4be631cb5f23a7d561fbae593ec1f"},
{file = "httptools-0.5.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef1616b3ba965cd68e6f759eeb5d34fbf596a79e84215eeceebf34ba3f61fdc7"},
{file = "httptools-0.5.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3625a55886257755cb15194efbf209584754e31d336e09e2ffe0685a76cb4b60"},
{file = "httptools-0.5.0-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:72ad589ba5e4a87e1d404cc1cb1b5780bfcb16e2aec957b88ce15fe879cc08ca"},
{file = "httptools-0.5.0-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:850fec36c48df5a790aa735417dca8ce7d4b48d59b3ebd6f83e88a8125cde324"},
{file = "httptools-0.5.0-cp36-cp36m-win_amd64.whl", hash = "sha256:f222e1e9d3f13b68ff8a835574eda02e67277d51631d69d7cf7f8e07df678c86"},
{file = "httptools-0.5.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3cb8acf8f951363b617a8420768a9f249099b92e703c052f9a51b66342eea89b"},
{file = "httptools-0.5.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:550059885dc9c19a072ca6d6735739d879be3b5959ec218ba3e013fd2255a11b"},
{file = "httptools-0.5.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a04fe458a4597aa559b79c7f48fe3dceabef0f69f562daf5c5e926b153817281"},
{file = "httptools-0.5.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7d0c1044bce274ec6711f0770fd2d5544fe392591d204c68328e60a46f88843b"},
{file = "httptools-0.5.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:c6eeefd4435055a8ebb6c5cc36111b8591c192c56a95b45fe2af22d9881eee25"},
{file = "httptools-0.5.0-cp37-cp37m-win_amd64.whl", hash = "sha256:5b65be160adcd9de7a7e6413a4966665756e263f0d5ddeffde277ffeee0576a5"},
{file = "httptools-0.5.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:fe9c766a0c35b7e3d6b6939393c8dfdd5da3ac5dec7f971ec9134f284c6c36d6"},
{file = "httptools-0.5.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:85b392aba273566c3d5596a0a490978c085b79700814fb22bfd537d381dd230c"},
{file = "httptools-0.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5e3088f4ed33947e16fd865b8200f9cfae1144f41b64a8cf19b599508e096bc"},
{file = "httptools-0.5.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c2a56b6aad7cc8f5551d8e04ff5a319d203f9d870398b94702300de50190f63"},
{file = "httptools-0.5.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9b571b281a19762adb3f48a7731f6842f920fa71108aff9be49888320ac3e24d"},
{file = "httptools-0.5.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:aa47ffcf70ba6f7848349b8a6f9b481ee0f7637931d91a9860a1838bfc586901"},
{file = "httptools-0.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:bede7ee075e54b9a5bde695b4fc8f569f30185891796b2e4e09e2226801d09bd"},
{file = "httptools-0.5.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:64eba6f168803a7469866a9c9b5263a7463fa8b7a25b35e547492aa7322036b6"},
{file = "httptools-0.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4b098e4bb1174096a93f48f6193e7d9aa7071506a5877da09a783509ca5fff42"},
{file = "httptools-0.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9423a2de923820c7e82e18980b937893f4aa8251c43684fa1772e341f6e06887"},
{file = "httptools-0.5.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca1b7becf7d9d3ccdbb2f038f665c0f4857e08e1d8481cbcc1a86a0afcfb62b2"},
{file = "httptools-0.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:50d4613025f15f4b11f1c54bbed4761c0020f7f921b95143ad6d58c151198142"},
{file = "httptools-0.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8ffce9d81c825ac1deaa13bc9694c0562e2840a48ba21cfc9f3b4c922c16f372"},
{file = "httptools-0.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:1af91b3650ce518d226466f30bbba5b6376dbd3ddb1b2be8b0658c6799dd450b"},
{file = "httptools-0.5.0.tar.gz", hash = "sha256:295874861c173f9101960bba332429bb77ed4dcd8cdf5cee9922eb00e4f6bc09"},
]
[package.extras]
test = ["Cython (>=0.29.24,<0.30.0)"]
[[package]]
name = "idna"
version = "3.4"
description = "Internationalized Domain Names in Applications (IDNA)"
category = "main"
optional = false
python-versions = ">=3.5"
files = [
{file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
{file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
]
[[package]]
name = "importlib-metadata"
version = "4.2.0"
description = "Read metadata from Python packages"
category = "main"
optional = false
python-versions = ">=3.6"
files = [
{file = "importlib_metadata-4.2.0-py3-none-any.whl", hash = "sha256:057e92c15bc8d9e8109738a48db0ccb31b4d9d5cfbee5a8670879a30be66304b"},
{file = "importlib_metadata-4.2.0.tar.gz", hash = "sha256:b7e52a1f8dec14a75ea73e0891f3060099ca1d8e6a462a4dff11c3e119ea1b31"},
]
[package.dependencies]
typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
zipp = ">=0.5"
[package.extras]
docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
[[package]]
name = "isort"
version = "5.11.5"
description = "A Python utility / library to sort Python imports."
category = "dev"
optional = false
python-versions = ">=3.7.0"
files = [
{file = "isort-5.11.5-py3-none-any.whl", hash = "sha256:ba1d72fb2595a01c7895a5128f9585a5cc4b6d395f1c8d514989b9a7eb2a8746"},
{file = "isort-5.11.5.tar.gz", hash = "sha256:6be1f76a507cb2ecf16c7cf14a37e41609ca082330be4e3436a18ef74add55db"},
]
[package.extras]
colors = ["colorama (>=0.4.3,<0.5.0)"]
pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
plugins = ["setuptools"]
requirements-deprecated-finder = ["pip-api", "pipreqs"]
[[package]]
name = "jinja2"
version = "3.1.2"
description = "A very fast and expressive template engine."
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
{file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
]
[package.dependencies]
MarkupSafe = ">=2.0"
[package.extras]
i18n = ["Babel (>=2.7)"]
[[package]]
name = "markupsafe"
version = "2.1.1"
description = "Safely add untrusted strings to HTML/XML markup."
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:86b1f75c4e7c2ac2ccdaec2b9022845dbb81880ca318bb7a0a01fbf7813e3812"},
{file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f121a1420d4e173a5d96e47e9a0c0dcff965afdf1626d28de1460815f7c4ee7a"},
{file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a49907dd8420c5685cfa064a1335b6754b74541bbb3706c259c02ed65b644b3e"},
{file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10c1bfff05d95783da83491be968e8fe789263689c02724e0c691933c52994f5"},
{file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b7bd98b796e2b6553da7225aeb61f447f80a1ca64f41d83612e6139ca5213aa4"},
{file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:b09bf97215625a311f669476f44b8b318b075847b49316d3e28c08e41a7a573f"},
{file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:694deca8d702d5db21ec83983ce0bb4b26a578e71fbdbd4fdcd387daa90e4d5e"},
{file = "MarkupSafe-2.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:efc1913fd2ca4f334418481c7e595c00aad186563bbc1ec76067848c7ca0a933"},
{file = "MarkupSafe-2.1.1-cp310-cp310-win32.whl", hash = "sha256:4a33dea2b688b3190ee12bd7cfa29d39c9ed176bda40bfa11099a3ce5d3a7ac6"},
{file = "MarkupSafe-2.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:dda30ba7e87fbbb7eab1ec9f58678558fd9a6b8b853530e176eabd064da81417"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:671cd1187ed5e62818414afe79ed29da836dde67166a9fac6d435873c44fdd02"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3799351e2336dc91ea70b034983ee71cf2f9533cdff7c14c90ea126bfd95d65a"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e72591e9ecd94d7feb70c1cbd7be7b3ebea3f548870aa91e2732960fa4d57a37"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6fbf47b5d3728c6aea2abb0589b5d30459e369baa772e0f37a0320185e87c980"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:d5ee4f386140395a2c818d149221149c54849dfcfcb9f1debfe07a8b8bd63f9a"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:bcb3ed405ed3222f9904899563d6fc492ff75cce56cba05e32eff40e6acbeaa3"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e1c0b87e09fa55a220f058d1d49d3fb8df88fbfab58558f1198e08c1e1de842a"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-win32.whl", hash = "sha256:8dc1c72a69aa7e082593c4a203dcf94ddb74bb5c8a731e4e1eb68d031e8498ff"},
{file = "MarkupSafe-2.1.1-cp37-cp37m-win_amd64.whl", hash = "sha256:97a68e6ada378df82bc9f16b800ab77cbf4b2fada0081794318520138c088e4a"},
{file = "MarkupSafe-2.1.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:e8c843bbcda3a2f1e3c2ab25913c80a3c5376cd00c6e8c4a86a89a28c8dc5452"},
{file = "MarkupSafe-2.1.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0212a68688482dc52b2d45013df70d169f542b7394fc744c02a57374a4207003"},
{file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e576a51ad59e4bfaac456023a78f6b5e6e7651dcd383bcc3e18d06f9b55d6d1"},
{file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b9fe39a2ccc108a4accc2676e77da025ce383c108593d65cc909add5c3bd601"},
{file = "MarkupSafe-2.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:96e37a3dc86e80bf81758c152fe66dbf60ed5eca3d26305edf01892257049925"},
{file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6d0072fea50feec76a4c418096652f2c3238eaa014b2f94aeb1d56a66b41403f"},
{file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:089cf3dbf0cd6c100f02945abeb18484bd1ee57a079aefd52cffd17fba910b88"},
{file = "MarkupSafe-2.1.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:6a074d34ee7a5ce3effbc526b7083ec9731bb3cbf921bbe1d3005d4d2bdb3a63"},
{file = "MarkupSafe-2.1.1-cp38-cp38-win32.whl", hash = "sha256:421be9fbf0ffe9ffd7a378aafebbf6f4602d564d34be190fc19a193232fd12b1"},
{file = "MarkupSafe-2.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:fc7b548b17d238737688817ab67deebb30e8073c95749d55538ed473130ec0c7"},
{file = "MarkupSafe-2.1.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e04e26803c9c3851c931eac40c695602c6295b8d432cbe78609649ad9bd2da8a"},
{file = "MarkupSafe-2.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b87db4360013327109564f0e591bd2a3b318547bcef31b468a92ee504d07ae4f"},
{file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:99a2a507ed3ac881b975a2976d59f38c19386d128e7a9a18b7df6fff1fd4c1d6"},
{file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56442863ed2b06d19c37f94d999035e15ee982988920e12a5b4ba29b62ad1f77"},
{file = "MarkupSafe-2.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3ce11ee3f23f79dbd06fb3d63e2f6af7b12db1d46932fe7bd8afa259a5996603"},
{file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:33b74d289bd2f5e527beadcaa3f401e0df0a89927c1559c8566c066fa4248ab7"},
{file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:43093fb83d8343aac0b1baa75516da6092f58f41200907ef92448ecab8825135"},
{file = "MarkupSafe-2.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8e3dcf21f367459434c18e71b2a9532d96547aef8a871872a5bd69a715c15f96"},
{file = "MarkupSafe-2.1.1-cp39-cp39-win32.whl", hash = "sha256:d4306c36ca495956b6d568d276ac11fdd9c30a36f1b6eb928070dc5360b22e1c"},
{file = "MarkupSafe-2.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:46d00d6cfecdde84d40e572d63735ef81423ad31184100411e6e3388d405e247"},
{file = "MarkupSafe-2.1.1.tar.gz", hash = "sha256:7f91197cc9e48f989d12e4e6fbc46495c446636dfc81b9ccf50bb0ec74b91d4b"},
]
[[package]]
name = "mccabe"
version = "0.7.0"
description = "McCabe checker, plugin for flake8"
category = "dev"
optional = false
python-versions = ">=3.6"
files = [
{file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
{file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
]
[[package]]
name = "mypy"
version = "1.0.1"
description = "Optional static typing for Python"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "mypy-1.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:71a808334d3f41ef011faa5a5cd8153606df5fc0b56de5b2e89566c8093a0c9a"},
{file = "mypy-1.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:920169f0184215eef19294fa86ea49ffd4635dedfdea2b57e45cb4ee85d5ccaf"},
{file = "mypy-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27a0f74a298769d9fdc8498fcb4f2beb86f0564bcdb1a37b58cbbe78e55cf8c0"},
{file = "mypy-1.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:65b122a993d9c81ea0bfde7689b3365318a88bde952e4dfa1b3a8b4ac05d168b"},
{file = "mypy-1.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:5deb252fd42a77add936b463033a59b8e48eb2eaec2976d76b6878d031933fe4"},
{file = "mypy-1.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2013226d17f20468f34feddd6aae4635a55f79626549099354ce641bc7d40262"},
{file = "mypy-1.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:48525aec92b47baed9b3380371ab8ab6e63a5aab317347dfe9e55e02aaad22e8"},
{file = "mypy-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c96b8a0c019fe29040d520d9257d8c8f122a7343a8307bf8d6d4a43f5c5bfcc8"},
{file = "mypy-1.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:448de661536d270ce04f2d7dddaa49b2fdba6e3bd8a83212164d4174ff43aa65"},
{file = "mypy-1.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:d42a98e76070a365a1d1c220fcac8aa4ada12ae0db679cb4d910fabefc88b994"},
{file = "mypy-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:e64f48c6176e243ad015e995de05af7f22bbe370dbb5b32bd6988438ec873919"},
{file = "mypy-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fdd63e4f50e3538617887e9aee91855368d9fc1dea30da743837b0df7373bc4"},
{file = "mypy-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:dbeb24514c4acbc78d205f85dd0e800f34062efcc1f4a4857c57e4b4b8712bff"},
{file = "mypy-1.0.1-cp37-cp37m-win_amd64.whl", hash = "sha256:a2948c40a7dd46c1c33765718936669dc1f628f134013b02ff5ac6c7ef6942bf"},
{file = "mypy-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5bc8d6bd3b274dd3846597855d96d38d947aedba18776aa998a8d46fabdaed76"},
{file = "mypy-1.0.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:17455cda53eeee0a4adb6371a21dd3dbf465897de82843751cf822605d152c8c"},
{file = "mypy-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e831662208055b006eef68392a768ff83596035ffd6d846786578ba1714ba8f6"},
{file = "mypy-1.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e60d0b09f62ae97a94605c3f73fd952395286cf3e3b9e7b97f60b01ddfbbda88"},
{file = "mypy-1.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:0af4f0e20706aadf4e6f8f8dc5ab739089146b83fd53cb4a7e0e850ef3de0bb6"},
{file = "mypy-1.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:24189f23dc66f83b839bd1cce2dfc356020dfc9a8bae03978477b15be61b062e"},
{file = "mypy-1.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:93a85495fb13dc484251b4c1fd7a5ac370cd0d812bbfc3b39c1bafefe95275d5"},
{file = "mypy-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f546ac34093c6ce33f6278f7c88f0f147a4849386d3bf3ae193702f4fe31407"},
{file = "mypy-1.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c6c2ccb7af7154673c591189c3687b013122c5a891bb5651eca3db8e6c6c55bd"},
{file = "mypy-1.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:15b5a824b58c7c822c51bc66308e759243c32631896743f030daf449fe3677f3"},
{file = "mypy-1.0.1-py3-none-any.whl", hash = "sha256:eda5c8b9949ed411ff752b9a01adda31afe7eae1e53e946dbdf9db23865e66c4"},
{file = "mypy-1.0.1.tar.gz", hash = "sha256:28cea5a6392bb43d266782983b5a4216c25544cd7d80be681a155ddcdafd152d"},
]
[package.dependencies]
mypy-extensions = ">=0.4.3"
tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
typing-extensions = ">=3.10"
[package.extras]
dmypy = ["psutil (>=4.0)"]
install-types = ["pip"]
python2 = ["typed-ast (>=1.4.0,<2)"]
reports = ["lxml"]
[[package]]
name = "mypy-extensions"
version = "0.4.3"
description = "Experimental type system extensions for programs checked with the mypy typechecker."
category = "dev"
optional = false
python-versions = "*"
files = [
{file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
{file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
]
[[package]]
name = "packaging"
version = "23.0"
description = "Core utilities for Python packages"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"},
{file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"},
]
[[package]]
name = "pathspec"
version = "0.10.3"
description = "Utility library for gitignore style pattern matching of file paths."
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "pathspec-0.10.3-py3-none-any.whl", hash = "sha256:3c95343af8b756205e2aba76e843ba9520a24dd84f68c22b9f93251507509dd6"},
{file = "pathspec-0.10.3.tar.gz", hash = "sha256:56200de4077d9d0791465aa9095a01d421861e405b5096955051deefd697d6f6"},
]
[[package]]
name = "platformdirs"
version = "2.6.2"
description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "platformdirs-2.6.2-py3-none-any.whl", hash = "sha256:83c8f6d04389165de7c9b6f0c682439697887bca0aa2f1c87ef1826be3584490"},
{file = "platformdirs-2.6.2.tar.gz", hash = "sha256:e1fea1fe471b9ff8332e229df3cb7de4f53eeea4998d3b6bfff542115e998bd2"},
]
[package.dependencies]
typing-extensions = {version = ">=4.4", markers = "python_version < \"3.8\""}
[package.extras]
docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
[[package]]
name = "pycodestyle"
version = "2.9.1"
description = "Python style guide checker"
category = "dev"
optional = false
python-versions = ">=3.6"
files = [
{file = "pycodestyle-2.9.1-py2.py3-none-any.whl", hash = "sha256:d1735fc58b418fd7c5f658d28d943854f8a849b01a5d0a1e6f3f3fdd0166804b"},
{file = "pycodestyle-2.9.1.tar.gz", hash = "sha256:2c9607871d58c76354b697b42f5d57e1ada7d261c261efac224b664affdc5785"},
]
[[package]]
name = "pydantic"
version = "1.10.4"
description = "Data validation and settings management using python type hints"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "pydantic-1.10.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5635de53e6686fe7a44b5cf25fcc419a0d5e5c1a1efe73d49d48fe7586db854"},
{file = "pydantic-1.10.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6dc1cc241440ed7ca9ab59d9929075445da6b7c94ced281b3dd4cfe6c8cff817"},
{file = "pydantic-1.10.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:51bdeb10d2db0f288e71d49c9cefa609bca271720ecd0c58009bd7504a0c464c"},
{file = "pydantic-1.10.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:78cec42b95dbb500a1f7120bdf95c401f6abb616bbe8785ef09887306792e66e"},
{file = "pydantic-1.10.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:8775d4ef5e7299a2f4699501077a0defdaac5b6c4321173bcb0f3c496fbadf85"},
{file = "pydantic-1.10.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:572066051eeac73d23f95ba9a71349c42a3e05999d0ee1572b7860235b850cc6"},
{file = "pydantic-1.10.4-cp310-cp310-win_amd64.whl", hash = "sha256:7feb6a2d401f4d6863050f58325b8d99c1e56f4512d98b11ac64ad1751dc647d"},
{file = "pydantic-1.10.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:39f4a73e5342b25c2959529f07f026ef58147249f9b7431e1ba8414a36761f53"},
{file = "pydantic-1.10.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:983e720704431a6573d626b00662eb78a07148c9115129f9b4351091ec95ecc3"},
{file = "pydantic-1.10.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:75d52162fe6b2b55964fbb0af2ee58e99791a3138588c482572bb6087953113a"},
{file = "pydantic-1.10.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fdf8d759ef326962b4678d89e275ffc55b7ce59d917d9f72233762061fd04a2d"},
{file = "pydantic-1.10.4-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:05a81b006be15655b2a1bae5faa4280cf7c81d0e09fcb49b342ebf826abe5a72"},
{file = "pydantic-1.10.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d88c4c0e5c5dfd05092a4b271282ef0588e5f4aaf345778056fc5259ba098857"},
{file = "pydantic-1.10.4-cp311-cp311-win_amd64.whl", hash = "sha256:6a05a9db1ef5be0fe63e988f9617ca2551013f55000289c671f71ec16f4985e3"},
{file = "pydantic-1.10.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:887ca463c3bc47103c123bc06919c86720e80e1214aab79e9b779cda0ff92a00"},
{file = "pydantic-1.10.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fdf88ab63c3ee282c76d652fc86518aacb737ff35796023fae56a65ced1a5978"},
{file = "pydantic-1.10.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a48f1953c4a1d9bd0b5167ac50da9a79f6072c63c4cef4cf2a3736994903583e"},
{file = "pydantic-1.10.4-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a9f2de23bec87ff306aef658384b02aa7c32389766af3c5dee9ce33e80222dfa"},
{file = "pydantic-1.10.4-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:cd8702c5142afda03dc2b1ee6bc358b62b3735b2cce53fc77b31ca9f728e4bc8"},
{file = "pydantic-1.10.4-cp37-cp37m-win_amd64.whl", hash = "sha256:6e7124d6855b2780611d9f5e1e145e86667eaa3bd9459192c8dc1a097f5e9903"},
{file = "pydantic-1.10.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0b53e1d41e97063d51a02821b80538053ee4608b9a181c1005441f1673c55423"},
{file = "pydantic-1.10.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:55b1625899acd33229c4352ce0ae54038529b412bd51c4915349b49ca575258f"},
{file = "pydantic-1.10.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:301d626a59edbe5dfb48fcae245896379a450d04baeed50ef40d8199f2733b06"},
{file = "pydantic-1.10.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b6f9d649892a6f54a39ed56b8dfd5e08b5f3be5f893da430bed76975f3735d15"},
{file = "pydantic-1.10.4-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:d7b5a3821225f5c43496c324b0d6875fde910a1c2933d726a743ce328fbb2a8c"},
{file = "pydantic-1.10.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f2f7eb6273dd12472d7f218e1fef6f7c7c2f00ac2e1ecde4db8824c457300416"},
{file = "pydantic-1.10.4-cp38-cp38-win_amd64.whl", hash = "sha256:4b05697738e7d2040696b0a66d9f0a10bec0efa1883ca75ee9e55baf511909d6"},
{file = "pydantic-1.10.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a9a6747cac06c2beb466064dda999a13176b23535e4c496c9d48e6406f92d42d"},
{file = "pydantic-1.10.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:eb992a1ef739cc7b543576337bebfc62c0e6567434e522e97291b251a41dad7f"},
{file = "pydantic-1.10.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:990406d226dea0e8f25f643b370224771878142155b879784ce89f633541a024"},
{file = "pydantic-1.10.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e82a6d37a95e0b1b42b82ab340ada3963aea1317fd7f888bb6b9dfbf4fff57c"},
{file = "pydantic-1.10.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9193d4f4ee8feca58bc56c8306bcb820f5c7905fd919e0750acdeeeef0615b28"},
{file = "pydantic-1.10.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:2b3ce5f16deb45c472dde1a0ee05619298c864a20cded09c4edd820e1454129f"},
{file = "pydantic-1.10.4-cp39-cp39-win_amd64.whl", hash = "sha256:9cbdc268a62d9a98c56e2452d6c41c0263d64a2009aac69246486f01b4f594c4"},
{file = "pydantic-1.10.4-py3-none-any.whl", hash = "sha256:4948f264678c703f3877d1c8877c4e3b2e12e549c57795107f08cf70c6ec7774"},
{file = "pydantic-1.10.4.tar.gz", hash = "sha256:b9a3859f24eb4e097502a3be1fb4b2abb79b6103dd9e2e0edb70613a4459a648"},
]
[package.dependencies]
typing-extensions = ">=4.2.0"
[package.extras]
dotenv = ["python-dotenv (>=0.10.4)"]
email = ["email-validator (>=1.0.3)"]
[[package]]
name = "pyflakes"
version = "2.5.0"
description = "passive checker of Python programs"
category = "dev"
optional = false
python-versions = ">=3.6"
files = [
{file = "pyflakes-2.5.0-py2.py3-none-any.whl", hash = "sha256:4579f67d887f804e67edb544428f264b7b24f435b263c4614f384135cea553d2"},
{file = "pyflakes-2.5.0.tar.gz", hash = "sha256:491feb020dca48ccc562a8c0cbe8df07ee13078df59813b83959cbdada312ea3"},
]
[[package]]
name = "pyproject-flake8"
version = "5.0.4.post1"
description = "pyproject-flake8 (`pflake8`), a monkey patching wrapper to connect flake8 with pyproject.toml configuration"
category = "dev"
optional = false
python-versions = "*"
files = [
{file = "pyproject-flake8-5.0.4.post1.tar.gz", hash = "sha256:c2dfdf1064f47efbb2e4faf1a32b0b6a6ea67dc4d1debb98d862b0cdee377941"},
{file = "pyproject_flake8-5.0.4.post1-py2.py3-none-any.whl", hash = "sha256:457e52dde1b7a1f84b5230c70d61afa58ced64a44b81a609f19e972319fa68ed"},
]
[package.dependencies]
flake8 = "5.0.4"
tomli = {version = "*", markers = "python_version < \"3.11\""}
[[package]]
name = "python-dotenv"
version = "0.21.0"
description = "Read key-value pairs from a .env file and set them as environment variables"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "python-dotenv-0.21.0.tar.gz", hash = "sha256:b77d08274639e3d34145dfa6c7008e66df0f04b7be7a75fd0d5292c191d79045"},
{file = "python_dotenv-0.21.0-py3-none-any.whl", hash = "sha256:1684eb44636dd462b66c3ee016599815514527ad99965de77f43e0944634a7e5"},
]
[package.extras]
cli = ["click (>=5.0)"]
[[package]]
name = "pyyaml"
version = "6.0"
description = "YAML parser and emitter for Python"
category = "main"
optional = false
python-versions = ">=3.6"
files = [
{file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"},
{file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"},
{file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"},
{file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b"},
{file = "PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5"},
{file = "PyYAML-6.0-cp310-cp310-win32.whl", hash = "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513"},
{file = "PyYAML-6.0-cp310-cp310-win_amd64.whl", hash = "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a"},
{file = "PyYAML-6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d4b0ba9512519522b118090257be113b9468d804b19d63c71dbcf4a48fa32358"},
{file = "PyYAML-6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:81957921f441d50af23654aa6c5e5eaf9b06aba7f0a19c18a538dc7ef291c5a1"},
{file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:afa17f5bc4d1b10afd4466fd3a44dc0e245382deca5b3c353d8b757f9e3ecb8d"},
{file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbad0e9d368bb989f4515da330b88a057617d16b6a8245084f1b05400f24609f"},
{file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:432557aa2c09802be39460360ddffd48156e30721f5e8d917f01d31694216782"},
{file = "PyYAML-6.0-cp311-cp311-win32.whl", hash = "sha256:bfaef573a63ba8923503d27530362590ff4f576c626d86a9fed95822a8255fd7"},
{file = "PyYAML-6.0-cp311-cp311-win_amd64.whl", hash = "sha256:01b45c0191e6d66c470b6cf1b9531a771a83c1c4208272ead47a3ae4f2f603bf"},
{file = "PyYAML-6.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86"},
{file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f"},
{file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92"},
{file = "PyYAML-6.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4"},
{file = "PyYAML-6.0-cp36-cp36m-win32.whl", hash = "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293"},
{file = "PyYAML-6.0-cp36-cp36m-win_amd64.whl", hash = "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57"},
{file = "PyYAML-6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c"},
{file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0"},
{file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4"},
{file = "PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9"},
{file = "PyYAML-6.0-cp37-cp37m-win32.whl", hash = "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737"},
{file = "PyYAML-6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d"},
{file = "PyYAML-6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b"},
{file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba"},
{file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34"},
{file = "PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287"},
{file = "PyYAML-6.0-cp38-cp38-win32.whl", hash = "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78"},
{file = "PyYAML-6.0-cp38-cp38-win_amd64.whl", hash = "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07"},
{file = "PyYAML-6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b"},
{file = "PyYAML-6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174"},
{file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803"},
{file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3"},
{file = "PyYAML-6.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0"},
{file = "PyYAML-6.0-cp39-cp39-win32.whl", hash = "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb"},
{file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"},
{file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"},
]
[[package]]
name = "sniffio"
version = "1.3.0"
description = "Sniff out which async library your code is running under"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
{file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
]
[[package]]
name = "starlette"
version = "0.25.0"
description = "The little ASGI library that shines."
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "starlette-0.25.0-py3-none-any.whl", hash = "sha256:774f1df1983fd594b9b6fb3ded39c2aa1979d10ac45caac0f4255cbe2acb8628"},
{file = "starlette-0.25.0.tar.gz", hash = "sha256:854c71e73736c429c2bdb07801f2c76c9cba497e7c3cf4988fde5e95fe4cdb3c"},
]
[package.dependencies]
anyio = ">=3.4.0,<5"
typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
[package.extras]
full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
[[package]]
name = "tomli"
version = "2.0.1"
description = "A lil' TOML parser"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
{file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
]
[[package]]
name = "typed-ast"
version = "1.5.4"
description = "a fork of Python 2 and 3 ast modules with type comment support"
category = "dev"
optional = false
python-versions = ">=3.6"
files = [
{file = "typed_ast-1.5.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:669dd0c4167f6f2cd9f57041e03c3c2ebf9063d0757dc89f79ba1daa2bfca9d4"},
{file = "typed_ast-1.5.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:211260621ab1cd7324e0798d6be953d00b74e0428382991adfddb352252f1d62"},
{file = "typed_ast-1.5.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:267e3f78697a6c00c689c03db4876dd1efdfea2f251a5ad6555e82a26847b4ac"},
{file = "typed_ast-1.5.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c542eeda69212fa10a7ada75e668876fdec5f856cd3d06829e6aa64ad17c8dfe"},
{file = "typed_ast-1.5.4-cp310-cp310-win_amd64.whl", hash = "sha256:a9916d2bb8865f973824fb47436fa45e1ebf2efd920f2b9f99342cb7fab93f72"},
{file = "typed_ast-1.5.4-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:79b1e0869db7c830ba6a981d58711c88b6677506e648496b1f64ac7d15633aec"},
{file = "typed_ast-1.5.4-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a94d55d142c9265f4ea46fab70977a1944ecae359ae867397757d836ea5a3f47"},
{file = "typed_ast-1.5.4-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:183afdf0ec5b1b211724dfef3d2cad2d767cbefac291f24d69b00546c1837fb6"},
{file = "typed_ast-1.5.4-cp36-cp36m-win_amd64.whl", hash = "sha256:639c5f0b21776605dd6c9dbe592d5228f021404dafd377e2b7ac046b0349b1a1"},
{file = "typed_ast-1.5.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:cf4afcfac006ece570e32d6fa90ab74a17245b83dfd6655a6f68568098345ff6"},
{file = "typed_ast-1.5.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ed855bbe3eb3715fca349c80174cfcfd699c2f9de574d40527b8429acae23a66"},
{file = "typed_ast-1.5.4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6778e1b2f81dfc7bc58e4b259363b83d2e509a65198e85d5700dfae4c6c8ff1c"},
{file = "typed_ast-1.5.4-cp37-cp37m-win_amd64.whl", hash = "sha256:0261195c2062caf107831e92a76764c81227dae162c4f75192c0d489faf751a2"},
{file = "typed_ast-1.5.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2efae9db7a8c05ad5547d522e7dbe62c83d838d3906a3716d1478b6c1d61388d"},
{file = "typed_ast-1.5.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7d5d014b7daa8b0bf2eaef684295acae12b036d79f54178b92a2b6a56f92278f"},
{file = "typed_ast-1.5.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:370788a63915e82fd6f212865a596a0fefcbb7d408bbbb13dea723d971ed8bdc"},
{file = "typed_ast-1.5.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4e964b4ff86550a7a7d56345c7864b18f403f5bd7380edf44a3c1fb4ee7ac6c6"},
{file = "typed_ast-1.5.4-cp38-cp38-win_amd64.whl", hash = "sha256:683407d92dc953c8a7347119596f0b0e6c55eb98ebebd9b23437501b28dcbb8e"},
{file = "typed_ast-1.5.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4879da6c9b73443f97e731b617184a596ac1235fe91f98d279a7af36c796da35"},
{file = "typed_ast-1.5.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3e123d878ba170397916557d31c8f589951e353cc95fb7f24f6bb69adc1a8a97"},
{file = "typed_ast-1.5.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebd9d7f80ccf7a82ac5f88c521115cc55d84e35bf8b446fcd7836eb6b98929a3"},
{file = "typed_ast-1.5.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98f80dee3c03455e92796b58b98ff6ca0b2a6f652120c263efdba4d6c5e58f72"},
{file = "typed_ast-1.5.4-cp39-cp39-win_amd64.whl", hash = "sha256:0fdbcf2fef0ca421a3f5912555804296f0b0960f0418c440f5d6d3abb549f3e1"},
{file = "typed_ast-1.5.4.tar.gz", hash = "sha256:39e21ceb7388e4bb37f4c679d72707ed46c2fbf2a5609b8b8ebc4b067d977df2"},
]
[[package]]
name = "typing-extensions"
version = "4.4.0"
description = "Backported and Experimental Type Hints for Python 3.7+"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
{file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
]
[[package]]
name = "uvicorn"
version = "0.20.0"
description = "The lightning-fast ASGI server."
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "uvicorn-0.20.0-py3-none-any.whl", hash = "sha256:c3ed1598a5668208723f2bb49336f4509424ad198d6ab2615b7783db58d919fd"},
{file = "uvicorn-0.20.0.tar.gz", hash = "sha256:a4e12017b940247f836bc90b72e725d7dfd0c8ed1c51eb365f5ba30d9f5127d8"},
]
[package.dependencies]
click = ">=7.0"
colorama = {version = ">=0.4", optional = true, markers = "sys_platform == \"win32\" and extra == \"standard\""}
h11 = ">=0.8"
httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
[package.extras]
standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
[[package]]
name = "uvloop"
version = "0.17.0"
description = "Fast implementation of asyncio event loop on top of libuv"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "uvloop-0.17.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ce9f61938d7155f79d3cb2ffa663147d4a76d16e08f65e2c66b77bd41b356718"},
{file = "uvloop-0.17.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:68532f4349fd3900b839f588972b3392ee56042e440dd5873dfbbcd2cc67617c"},
{file = "uvloop-0.17.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0949caf774b9fcefc7c5756bacbbbd3fc4c05a6b7eebc7c7ad6f825b23998d6d"},
{file = "uvloop-0.17.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff3d00b70ce95adce264462c930fbaecb29718ba6563db354608f37e49e09024"},
{file = "uvloop-0.17.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:a5abddb3558d3f0a78949c750644a67be31e47936042d4f6c888dd6f3c95f4aa"},
{file = "uvloop-0.17.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8efcadc5a0003d3a6e887ccc1fb44dec25594f117a94e3127954c05cf144d811"},
{file = "uvloop-0.17.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3378eb62c63bf336ae2070599e49089005771cc651c8769aaad72d1bd9385a7c"},
{file = "uvloop-0.17.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6aafa5a78b9e62493539456f8b646f85abc7093dd997f4976bb105537cf2635e"},
{file = "uvloop-0.17.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c686a47d57ca910a2572fddfe9912819880b8765e2f01dc0dd12a9bf8573e539"},
{file = "uvloop-0.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:864e1197139d651a76c81757db5eb199db8866e13acb0dfe96e6fc5d1cf45fc4"},
{file = "uvloop-0.17.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:2a6149e1defac0faf505406259561bc14b034cdf1d4711a3ddcdfbaa8d825a05"},
{file = "uvloop-0.17.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:6708f30db9117f115eadc4f125c2a10c1a50d711461699a0cbfaa45b9a78e376"},
{file = "uvloop-0.17.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:23609ca361a7fc587031429fa25ad2ed7242941adec948f9d10c045bfecab06b"},
{file = "uvloop-0.17.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2deae0b0fb00a6af41fe60a675cec079615b01d68beb4cc7b722424406b126a8"},
{file = "uvloop-0.17.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45cea33b208971e87a31c17622e4b440cac231766ec11e5d22c76fab3bf9df62"},
{file = "uvloop-0.17.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:9b09e0f0ac29eee0451d71798878eae5a4e6a91aa275e114037b27f7db72702d"},
{file = "uvloop-0.17.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:dbbaf9da2ee98ee2531e0c780455f2841e4675ff580ecf93fe5c48fe733b5667"},
{file = "uvloop-0.17.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:a4aee22ece20958888eedbad20e4dbb03c37533e010fb824161b4f05e641f738"},
{file = "uvloop-0.17.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:307958f9fc5c8bb01fad752d1345168c0abc5d62c1b72a4a8c6c06f042b45b20"},
{file = "uvloop-0.17.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ebeeec6a6641d0adb2ea71dcfb76017602ee2bfd8213e3fcc18d8f699c5104f"},
{file = "uvloop-0.17.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1436c8673c1563422213ac6907789ecb2b070f5939b9cbff9ef7113f2b531595"},
{file = "uvloop-0.17.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:8887d675a64cfc59f4ecd34382e5b4f0ef4ae1da37ed665adba0c2badf0d6578"},
{file = "uvloop-0.17.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:3db8de10ed684995a7f34a001f15b374c230f7655ae840964d51496e2f8a8474"},
{file = "uvloop-0.17.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7d37dccc7ae63e61f7b96ee2e19c40f153ba6ce730d8ba4d3b4e9738c1dccc1b"},
{file = "uvloop-0.17.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cbbe908fda687e39afd6ea2a2f14c2c3e43f2ca88e3a11964b297822358d0e6c"},
{file = "uvloop-0.17.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3d97672dc709fa4447ab83276f344a165075fd9f366a97b712bdd3fee05efae8"},
{file = "uvloop-0.17.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1e507c9ee39c61bfddd79714e4f85900656db1aec4d40c6de55648e85c2799c"},
{file = "uvloop-0.17.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:c092a2c1e736086d59ac8e41f9c98f26bbf9b9222a76f21af9dfe949b99b2eb9"},
{file = "uvloop-0.17.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:30babd84706115626ea78ea5dbc7dd8d0d01a2e9f9b306d24ca4ed5796c66ded"},
{file = "uvloop-0.17.0.tar.gz", hash = "sha256:0ddf6baf9cf11a1a22c71487f39f15b2cf78eb5bde7e5b45fbb99e8a9d91b9e1"},
]
[package.extras]
dev = ["Cython (>=0.29.32,<0.30.0)", "Sphinx (>=4.1.2,<4.2.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=22.0.0,<22.1.0)", "pycodestyle (>=2.7.0,<2.8.0)", "pytest (>=3.6.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=22.0.0,<22.1.0)", "pycodestyle (>=2.7.0,<2.8.0)"]
[[package]]
name = "watchfiles"
version = "0.18.1"
description = "Simple, modern and high performance file watching and code reload in python."
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "watchfiles-0.18.1-cp37-abi3-macosx_10_7_x86_64.whl", hash = "sha256:9891d3c94272108bcecf5597a592e61105279def1313521e637f2d5acbe08bc9"},
{file = "watchfiles-0.18.1-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:7102342d60207fa635e24c02a51c6628bf0472e5fef067f78a612386840407fc"},
{file = "watchfiles-0.18.1-cp37-abi3-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:00ea0081eca5e8e695cffbc3a726bb90da77f4e3f78ce29b86f0d95db4e70ef7"},
{file = "watchfiles-0.18.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b8e6db99e49cd7125d8a4c9d33c0735eea7b75a942c6ad68b75be3e91c242fb"},
{file = "watchfiles-0.18.1-cp37-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bc7c726855f04f22ac79131b51bf0c9f728cb2117419ed830a43828b2c4a5fcb"},
{file = "watchfiles-0.18.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbaff354d12235002e62d9d3fa8bcf326a8490c1179aa5c17195a300a9e5952f"},
{file = "watchfiles-0.18.1-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:888db233e06907c555eccd10da99b9cd5ed45deca47e41766954292dc9f7b198"},
{file = "watchfiles-0.18.1-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:dde79930d1b28f15994ad6613aa2865fc7a403d2bb14585a8714a53233b15717"},
{file = "watchfiles-0.18.1-cp37-abi3-win32.whl", hash = "sha256:e2b2bdd26bf8d6ed90763e6020b475f7634f919dbd1730ea1b6f8cb88e21de5d"},
{file = "watchfiles-0.18.1-cp37-abi3-win_amd64.whl", hash = "sha256:c541e0f2c3e95e83e4f84561c893284ba984e9d0025352057396d96dceb09f44"},
{file = "watchfiles-0.18.1-cp37-abi3-win_arm64.whl", hash = "sha256:9a26272ef3e930330fc0c2c148cc29706cc2c40d25760c7ccea8d768a8feef8b"},
{file = "watchfiles-0.18.1-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:9fb12a5e2b42e0b53769455ff93546e6bc9ab14007fbd436978d827a95ca5bd1"},
{file = "watchfiles-0.18.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:548d6b42303d40264118178053c78820533b683b20dfbb254a8706ca48467357"},
{file = "watchfiles-0.18.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e0d8fdfebc50ac7569358f5c75f2b98bb473befccf9498cf23b3e39993bb45a"},
{file = "watchfiles-0.18.1-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:0f9a22fff1745e2bb930b1e971c4c5b67ea3b38ae17a6adb9019371f80961219"},
{file = "watchfiles-0.18.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b02e7fa03cd4059dd61ff0600080a5a9e7a893a85cb8e5178943533656eec65e"},
{file = "watchfiles-0.18.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a868ce2c7565137f852bd4c863a164dc81306cae7378dbdbe4e2aca51ddb8857"},
{file = "watchfiles-0.18.1.tar.gz", hash = "sha256:4ec0134a5e31797eb3c6c624dbe9354f2a8ee9c720e0b46fc5b7bab472b7c6d4"},
]
[package.dependencies]
anyio = ">=3.0.0"
[[package]]
name = "websockets"
version = "10.4"
description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "websockets-10.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d58804e996d7d2307173d56c297cf7bc132c52df27a3efaac5e8d43e36c21c48"},
{file = "websockets-10.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc0b82d728fe21a0d03e65f81980abbbcb13b5387f733a1a870672c5be26edab"},
{file = "websockets-10.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ba089c499e1f4155d2a3c2a05d2878a3428cf321c848f2b5a45ce55f0d7d310c"},
{file = "websockets-10.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33d69ca7612f0ddff3316b0c7b33ca180d464ecac2d115805c044bf0a3b0d032"},
{file = "websockets-10.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62e627f6b6d4aed919a2052efc408da7a545c606268d5ab5bfab4432734b82b4"},
{file = "websockets-10.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:38ea7b82bfcae927eeffc55d2ffa31665dc7fec7b8dc654506b8e5a518eb4d50"},
{file = "websockets-10.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e0cb5cc6ece6ffa75baccfd5c02cffe776f3f5c8bf486811f9d3ea3453676ce8"},
{file = "websockets-10.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:ae5e95cfb53ab1da62185e23b3130e11d64431179debac6dc3c6acf08760e9b1"},
{file = "websockets-10.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7c584f366f46ba667cfa66020344886cf47088e79c9b9d39c84ce9ea98aaa331"},
{file = "websockets-10.4-cp310-cp310-win32.whl", hash = "sha256:b029fb2032ae4724d8ae8d4f6b363f2cc39e4c7b12454df8df7f0f563ed3e61a"},
{file = "websockets-10.4-cp310-cp310-win_amd64.whl", hash = "sha256:8dc96f64ae43dde92530775e9cb169979f414dcf5cff670455d81a6823b42089"},
{file = "websockets-10.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:47a2964021f2110116cc1125b3e6d87ab5ad16dea161949e7244ec583b905bb4"},
{file = "websockets-10.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e789376b52c295c4946403bd0efecf27ab98f05319df4583d3c48e43c7342c2f"},
{file = "websockets-10.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7d3f0b61c45c3fa9a349cf484962c559a8a1d80dae6977276df8fd1fa5e3cb8c"},
{file = "websockets-10.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f55b5905705725af31ccef50e55391621532cd64fbf0bc6f4bac935f0fccec46"},
{file = "websockets-10.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00c870522cdb69cd625b93f002961ffb0c095394f06ba8c48f17eef7c1541f96"},
{file = "websockets-10.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f38706e0b15d3c20ef6259fd4bc1700cd133b06c3c1bb108ffe3f8947be15fa"},
{file = "websockets-10.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:f2c38d588887a609191d30e902df2a32711f708abfd85d318ca9b367258cfd0c"},
{file = "websockets-10.4-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:fe10ddc59b304cb19a1bdf5bd0a7719cbbc9fbdd57ac80ed436b709fcf889106"},
{file = "websockets-10.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:90fcf8929836d4a0e964d799a58823547df5a5e9afa83081761630553be731f9"},
{file = "websockets-10.4-cp311-cp311-win32.whl", hash = "sha256:b9968694c5f467bf67ef97ae7ad4d56d14be2751000c1207d31bf3bb8860bae8"},
{file = "websockets-10.4-cp311-cp311-win_amd64.whl", hash = "sha256:a7a240d7a74bf8d5cb3bfe6be7f21697a28ec4b1a437607bae08ac7acf5b4882"},
{file = "websockets-10.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:74de2b894b47f1d21cbd0b37a5e2b2392ad95d17ae983e64727e18eb281fe7cb"},
{file = "websockets-10.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3a686ecb4aa0d64ae60c9c9f1a7d5d46cab9bfb5d91a2d303d00e2cd4c4c5cc"},
{file = "websockets-10.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0d15c968ea7a65211e084f523151dbf8ae44634de03c801b8bd070b74e85033"},
{file = "websockets-10.4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:00213676a2e46b6ebf6045bc11d0f529d9120baa6f58d122b4021ad92adabd41"},
{file = "websockets-10.4-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:e23173580d740bf8822fd0379e4bf30aa1d5a92a4f252d34e893070c081050df"},
{file = "websockets-10.4-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:dd500e0a5e11969cdd3320935ca2ff1e936f2358f9c2e61f100a1660933320ea"},
{file = "websockets-10.4-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:4239b6027e3d66a89446908ff3027d2737afc1a375f8fd3eea630a4842ec9a0c"},
{file = "websockets-10.4-cp37-cp37m-win32.whl", hash = "sha256:8a5cc00546e0a701da4639aa0bbcb0ae2bb678c87f46da01ac2d789e1f2d2038"},
{file = "websockets-10.4-cp37-cp37m-win_amd64.whl", hash = "sha256:a9f9a735deaf9a0cadc2d8c50d1a5bcdbae8b6e539c6e08237bc4082d7c13f28"},
{file = "websockets-10.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5c1289596042fad2cdceb05e1ebf7aadf9995c928e0da2b7a4e99494953b1b94"},
{file = "websockets-10.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0cff816f51fb33c26d6e2b16b5c7d48eaa31dae5488ace6aae468b361f422b63"},
{file = "websockets-10.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:dd9becd5fe29773d140d68d607d66a38f60e31b86df75332703757ee645b6faf"},
{file = "websockets-10.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45ec8e75b7dbc9539cbfafa570742fe4f676eb8b0d3694b67dabe2f2ceed8aa6"},
{file = "websockets-10.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4f72e5cd0f18f262f5da20efa9e241699e0cf3a766317a17392550c9ad7b37d8"},
{file = "websockets-10.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:185929b4808b36a79c65b7865783b87b6841e852ef5407a2fb0c03381092fa3b"},
{file = "websockets-10.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:7d27a7e34c313b3a7f91adcd05134315002aaf8540d7b4f90336beafaea6217c"},
{file = "websockets-10.4-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:884be66c76a444c59f801ac13f40c76f176f1bfa815ef5b8ed44321e74f1600b"},
{file = "websockets-10.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:931c039af54fc195fe6ad536fde4b0de04da9d5916e78e55405436348cfb0e56"},
{file = "websockets-10.4-cp38-cp38-win32.whl", hash = "sha256:db3c336f9eda2532ec0fd8ea49fef7a8df8f6c804cdf4f39e5c5c0d4a4ad9a7a"},
{file = "websockets-10.4-cp38-cp38-win_amd64.whl", hash = "sha256:48c08473563323f9c9debac781ecf66f94ad5a3680a38fe84dee5388cf5acaf6"},
{file = "websockets-10.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:40e826de3085721dabc7cf9bfd41682dadc02286d8cf149b3ad05bff89311e4f"},
{file = "websockets-10.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:56029457f219ade1f2fc12a6504ea61e14ee227a815531f9738e41203a429112"},
{file = "websockets-10.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f5fc088b7a32f244c519a048c170f14cf2251b849ef0e20cbbb0fdf0fdaf556f"},
{file = "websockets-10.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2fc8709c00704194213d45e455adc106ff9e87658297f72d544220e32029cd3d"},
{file = "websockets-10.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0154f7691e4fe6c2b2bc275b5701e8b158dae92a1ab229e2b940efe11905dff4"},
{file = "websockets-10.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c6d2264f485f0b53adf22697ac11e261ce84805c232ed5dbe6b1bcb84b00ff0"},
{file = "websockets-10.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9bc42e8402dc5e9905fb8b9649f57efcb2056693b7e88faa8fb029256ba9c68c"},
{file = "websockets-10.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:edc344de4dac1d89300a053ac973299e82d3db56330f3494905643bb68801269"},
{file = "websockets-10.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:84bc2a7d075f32f6ed98652db3a680a17a4edb21ca7f80fe42e38753a58ee02b"},
{file = "websockets-10.4-cp39-cp39-win32.whl", hash = "sha256:c94ae4faf2d09f7c81847c63843f84fe47bf6253c9d60b20f25edfd30fb12588"},
{file = "websockets-10.4-cp39-cp39-win_amd64.whl", hash = "sha256:bbccd847aa0c3a69b5f691a84d2341a4f8a629c6922558f2a70611305f902d74"},
{file = "websockets-10.4-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:82ff5e1cae4e855147fd57a2863376ed7454134c2bf49ec604dfe71e446e2193"},
{file = "websockets-10.4-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d210abe51b5da0ffdbf7b43eed0cfdff8a55a1ab17abbec4301c9ff077dd0342"},
{file = "websockets-10.4-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:942de28af58f352a6f588bc72490ae0f4ccd6dfc2bd3de5945b882a078e4e179"},
{file = "websockets-10.4-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9b27d6c1c6cd53dc93614967e9ce00ae7f864a2d9f99fe5ed86706e1ecbf485"},
{file = "websockets-10.4-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:3d3cac3e32b2c8414f4f87c1b2ab686fa6284a980ba283617404377cd448f631"},
{file = "websockets-10.4-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:da39dd03d130162deb63da51f6e66ed73032ae62e74aaccc4236e30edccddbb0"},
{file = "websockets-10.4-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:389f8dbb5c489e305fb113ca1b6bdcdaa130923f77485db5b189de343a179393"},
{file = "websockets-10.4-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:09a1814bb15eff7069e51fed0826df0bc0702652b5cb8f87697d469d79c23576"},
{file = "websockets-10.4-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff64a1d38d156d429404aaa84b27305e957fd10c30e5880d1765c9480bea490f"},
{file = "websockets-10.4-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:b343f521b047493dc4022dd338fc6db9d9282658862756b4f6fd0e996c1380e1"},
{file = "websockets-10.4-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:932af322458da7e4e35df32f050389e13d3d96b09d274b22a7aa1808f292fee4"},
{file = "websockets-10.4-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6a4162139374a49eb18ef5b2f4da1dd95c994588f5033d64e0bbfda4b6b6fcf"},
{file = "websockets-10.4-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c57e4c1349fbe0e446c9fa7b19ed2f8a4417233b6984277cce392819123142d3"},
{file = "websockets-10.4-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b627c266f295de9dea86bd1112ed3d5fafb69a348af30a2422e16590a8ecba13"},
{file = "websockets-10.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:05a7233089f8bd355e8cbe127c2e8ca0b4ea55467861906b80d2ebc7db4d6b72"},
{file = "websockets-10.4.tar.gz", hash = "sha256:eef610b23933c54d5d921c92578ae5f89813438fded840c2e9809d378dc765d3"},
]
[[package]]
name = "zipp"
version = "3.11.0"
description = "Backport of pathlib-compatible object wrapper for zip files"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
{file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
{file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
]
[package.extras]
docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.7"
content-hash = "27c095296acff94df7265a00ecff7b5a29a8fa6512e0f46678c4bea6c320f67e"

50
real-time-charts-with-fastapi-master/pyproject.toml Normal file
View File

@ -0,0 +1,50 @@
[tool.poetry]
name = "real-time-charts-with-fastapi"
version = "0.2.1"
description = "Sample application for the blog Creating Real-Time Charts with FastAPI"
authors = ["Ronie Martinez <ronmarti18@gmail.com>"]
license = "MIT"
[tool.poetry.dependencies]
python = "^3.7"
fastapi = "^0.92.0"
Jinja2 = "^3.1.2"
uvicorn = { extras = ["standard"], version = "^0.20.0" }
[tool.poetry.dev-dependencies]
autoflake = "^1.7"
black = "^23.1.0"
isort = "^5.11.5"
mypy = "^1.0"
pyproject-flake8 = "^5.0.4"
[tool.isort]
line_length = 120
multi_line_output = 3
force_grid_wrap = 0
use_parentheses = true
include_trailing_comma = true
ensure_newline_before_comments = true
atomic = true
[tool.black]
line-length = 120
target-version = ['py39']
include = '\.pyi?$'
extend-exclude = """
# A regex preceded with ^/ will apply only to files and directories
# in the root of the project.
^/setup.py
"""
[tool.mypy]
disallow_untyped_defs = true
ignore_missing_imports = true
[tool.flake8]
max-line-length = 120
extend-ignore = ["E203"]
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"

105
real-time-charts-with-fastapi-master/templates/index.html Normal file
View File

@ -0,0 +1,105 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Creating Real-Time Charts with FastAPI</title>
<!--suppress JSUnresolvedLibraryURL -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.6.1/css/bootstrap.min.css"
integrity="sha512-T584yQ/tdRR5QwOpfvDfVQUidzfgc2339Lc8uBDtcp/wYu80d7jwBgAxbyMh0a9YM9F8N3tdErpFI8iaGx6x5g=="
crossorigin="anonymous" referrerpolicy="no-referrer"/>
<!--suppress JSUnresolvedLibraryURL -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.9.4/Chart.min.css"
integrity="sha512-/zs32ZEJh+/EO2N1b0PEdoA10JkdC3zJ8L5FTiQu82LR9S/rOQNfQN7U59U9BC12swNeRAz3HSzIL2vpp4fv3w=="
crossorigin="anonymous" referrerpolicy="no-referrer"/>
</head>
<body>
<div class="container">
<div class="row">
<div class="col-12">
<div class="card">
<div class="card-body">
<canvas id="canvas"></canvas>
</div>
</div>
</div>
</div>
</div>
<!--suppress JSUnresolvedLibraryURL -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min.js"
integrity="sha512-894YE6QWD5I59HgZOGReFYm4dnWc1Qt5NtvYSaNcOP+u1T9qYdvdihz0PPSiiqn/+/3e7Jo4EaG7TubfWGUrMQ=="
crossorigin="anonymous" referrerpolicy="no-referrer"></script>
<!--suppress JSUnresolvedLibraryURL -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.6.1/js/bootstrap.bundle.min.js"
integrity="sha512-mULnawDVcCnsk9a4aG1QLZZ6rcce/jSzEGqUkeOLy0b6q0+T6syHrxlsAGH7ZVoqC93Pd0lBqd6WguPWih7VHA=="
crossorigin="anonymous" referrerpolicy="no-referrer"></script>
<!--suppress JSUnresolvedLibraryURL -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.9.4/Chart.min.js"
integrity="sha512-d9xgZrVZpmmQlfonhQUvTR7lMPtO7NkZMkA0ABN3PHCbKA5nqylQ/yWlFAyY6hYgdF1Qh6nYiuADWwKB4C2WSw=="
crossorigin="anonymous" referrerpolicy="no-referrer"></script>
<script>
$(document).ready(function () {
const config = {
type: 'line',
data: {
labels: Array(30).fill("0000-00-00 00:00:00"),
datasets: [{
label: "Random Dataset",
backgroundColor: 'rgb(255, 99, 132)',
borderColor: 'rgb(255, 99, 132)',
data: Array(30).fill(null),
fill: false,
}],
},
options: {
responsive: true,
title: {
display: true,
text: 'Creating Real-Time Charts with FastAPI'
},
tooltips: {
mode: 'index',
intersect: false,
},
hover: {
mode: 'nearest',
intersect: true
},
scales: {
xAxes: [{
display: true,
scaleLabel: {
display: true,
labelString: 'Time'
}
}],
yAxes: [{
display: true,
scaleLabel: {
display: true,
labelString: 'Value'
}
}]
}
}
};
const context = document.getElementById('canvas').getContext('2d');
const lineChart = new Chart(context, config);
const source = new EventSource("/chart-data");
source.onmessage = function (event) {
const data = JSON.parse(event.data);
if (config.data.labels.length === 30) {
config.data.labels.shift();
config.data.datasets[0].data.shift();
}
config.data.labels.push(data.time);
config.data.datasets[0].data.push(data.value);
lineChart.update();
}
});
</script>
</body>
</html>

11
test.py
View File

@ -1,11 +0,0 @@
import pandas as pd
data = {
"name": ["a1", "a2", "a3"],
"age": [50, 60, 70]
}
df = pd.DataFrame(data, index = ["c1", "c2", "c3"])
print(df)

39
人与鳄鱼/人与鳄鱼 dash.py Normal file
View File

@ -0,0 +1,39 @@
# Run this app with `python app.py` and
# visit http://127.0.0.1:8050/ in your web browser.
import dash
import dash_core_components as dcc
import dash_html_components as html
import plotly.express as px
import pandas as pd
#external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
#app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
app = dash.Dash(__name__)
# assume you have a "long-form" data frame
# see https://plotly.com/python/px-arguments/ for more options
df = pd.DataFrame({
"Fruit": ["Apples", "Oranges", "Bananas", "Apples", "Oranges", "Bananas"],
"Amount": [4, 1, 2, 2, 4, 5],
"City": ["SF", "SF", "SF", "Montreal", "Montreal", "Montreal"]
})
fig = px.bar(df, x="Fruit", y="Amount", color="City", barmode="group")
app.layout = html.Div(children=[
html.H1(children='Hello Dash'),
html.Div(children='''
Dash: A web application framework for Python.
'''),
dcc.Graph(
id='example-graph',
figure=fig
)
])
if __name__ == '__main__':
app.run_server(debug=True)

11
实例学习pandas2/1.py Normal file
View File

@ -0,0 +1,11 @@
import pandas as pd
chipo = pd.read_csv("chipotle.tsv", sep = '\t')
print(chipo.head(10),chipo.shape[1])
c = chipo[['item_name','quantity']].groupby(['item_name'],as_index=False).agg({'quantity':sum})
c.sort_values(['quantity'],ascending=False,inplace=True)
c.head()

4623
实例学习pandas2/chipotle.tsv Normal file
View File

File diff suppressed because it is too large Load Diff

0
实验/1.1 列表方式打印质数.py → 实验0/1.1 列表方式打印质数.py
View File

0
实验/1.1 打印99 乘法表.py → 实验0/1.1 打印99 乘法表.py
View File

0
实验/1.1 猜数字.py → 实验0/1.1 猜数字.py
View File

0
实验/Python语言文件操作--学生成绩管理系统.py → 实验0/Python语言文件操作--学生成绩管理系统.py
View File

0
实验/students.txt → 实验0/students.txt
View File

0
实验/猪肉价格.py → 实验0/猪肉价格.py
View File

0
实验/猪肉价格/bean.png → 实验0/猪肉价格/bean.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 232 KiB

After

Width:  |  Height:  |  Size: 232 KiB

0
实验/猪肉价格/bean.txt → 实验0/猪肉价格/bean.txt
View File

0
实验/猪肉价格/maizeprice.png → 实验0/猪肉价格/maizeprice.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 341 KiB

After

Width:  |  Height:  |  Size: 341 KiB

0
实验/猪肉价格/maizeprice.txt → 实验0/猪肉价格/maizeprice.txt
View File

0
实验/猪肉价格/pig_in.png → 实验0/猪肉价格/pig_in.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 220 KiB

After

Width:  |  Height:  |  Size: 220 KiB

0
实验/猪肉价格/pig_in.txt → 实验0/猪肉价格/pig_in.txt
View File

0
实验/猪肉价格/pig_local.png → 实验0/猪肉价格/pig_local.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 226 KiB

After

Width:  |  Height:  |  Size: 226 KiB

0
实验/猪肉价格/pig_local.txt → 实验0/猪肉价格/pig_local.txt
View File

0
实验/猪肉价格/pigprice.png → 实验0/猪肉价格/pigprice.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 228 KiB

After

Width:  |  Height:  |  Size: 228 KiB

0
实验/猪肉价格/pigprice.txt → 实验0/猪肉价格/pigprice.txt
View File

0
实验/猪肉价格/pork.png → 实验0/猪肉价格/pork.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 222 KiB

After

Width:  |  Height:  |  Size: 222 KiB

0
实验/猪肉价格/pork.txt → 实验0/猪肉价格/pork.txt
View File

0
实验/猪肉价格/time.txt → 实验0/猪肉价格/time.txt
View File

15
实验1/1.py Normal file
View File

@ -0,0 +1,15 @@
import pandas as pd
pop = pd.read_csv('.\state-population.csv')
areas = pd.read_csv('.\state-areas.csv')
abbrevs = pd.read_csv('.\state-abbrevs.csv')
print(pop.head())
print(areas.head())
print(abbrevs.head())
merged = pd.merge(pop, abbrevs, how='outer', left_on='state/region', right_on='abbreviation')
print(merged.head(3))
merged = merged.drop('abbreviation', 1) # 丢弃重复信息
merged.head()
print("merged.isnull().any()",merged.isnull().any())
print(merged[merged['population'].isnull()].head())

15548
实验1/births.csv Normal file
View File

File diff suppressed because it is too large Load Diff

22
实验1/pands速查表.py Normal file
View File

@ -0,0 +1,22 @@
import pandas as pd
pop = pd.read_csv('.\state-population.csv')
areas = pd.read_csv('.\state-areas.csv')
abbrevs = pd.read_csv('.\state-abbrevs.csv')
# print(pop.head())
# print(areas.head())
# print(abbrevs.head())
df = pd.DataFrame(pop)
a1 = df[df.population > 1125763]
a2 = df.drop_duplicates()
a3 = df.nsmallest(2, 'population')
a4 = df.drop(columns=['population'])
a5 = df.query('population == 1117489')
a6 = df.iloc[10:20]
a7 = df.loc[df['population'] > 10,['population', 'ages']]
a8 = df.iat[1, 2]
a9 = df.at[4, 'population']
a10 =df['ages'].value_counts()
a11 = df.assign(Area=lambda df: df.population*2)
a12 = df.groupby(by="state/region")
print(a12.agg(min))

52
实验1/state-abbrevs.csv Normal file
View File

@ -0,0 +1,52 @@
"state","abbreviation"
"Alabama","AL"
"Alaska","AK"
"Arizona","AZ"
"Arkansas","AR"
"California","CA"
"Colorado","CO"
"Connecticut","CT"
"Delaware","DE"
"District of Columbia","DC"
"Florida","FL"
"Georgia","GA"
"Hawaii","HI"
"Idaho","ID"
"Illinois","IL"
"Indiana","IN"
"Iowa","IA"
"Kansas","KS"
"Kentucky","KY"
"Louisiana","LA"
"Maine","ME"
"Montana","MT"
"Nebraska","NE"
"Nevada","NV"
"New Hampshire","NH"
"New Jersey","NJ"
"New Mexico","NM"
"New York","NY"
"North Carolina","NC"
"North Dakota","ND"
"Ohio","OH"
"Oklahoma","OK"
"Oregon","OR"
"Maryland","MD"
"Massachusetts","MA"
"Michigan","MI"
"Minnesota","MN"
"Mississippi","MS"
"Missouri","MO"
"Pennsylvania","PA"
"Rhode Island","RI"
"South Carolina","SC"
"South Dakota","SD"
"Tennessee","TN"
"Texas","TX"
"Utah","UT"
"Vermont","VT"
"Virginia","VA"
"Washington","WA"
"West Virginia","WV"
"Wisconsin","WI"
"Wyoming","WY"
1 state abbreviation
2 Alabama AL
3 Alaska AK
4 Arizona AZ
5 Arkansas AR
6 California CA
7 Colorado CO
8 Connecticut CT
9 Delaware DE
10 District of Columbia DC
11 Florida FL
12 Georgia GA
13 Hawaii HI
14 Idaho ID
15 Illinois IL
16 Indiana IN
17 Iowa IA
18 Kansas KS
19 Kentucky KY
20 Louisiana LA
21 Maine ME
22 Montana MT
23 Nebraska NE
24 Nevada NV
25 New Hampshire NH
26 New Jersey NJ
27 New Mexico NM
28 New York NY
29 North Carolina NC
30 North Dakota ND
31 Ohio OH
32 Oklahoma OK
33 Oregon OR
34 Maryland MD
35 Massachusetts MA
36 Michigan MI
37 Minnesota MN
38 Mississippi MS
39 Missouri MO
40 Pennsylvania PA
41 Rhode Island RI
42 South Carolina SC
43 South Dakota SD
44 Tennessee TN
45 Texas TX
46 Utah UT
47 Vermont VT
48 Virginia VA
49 Washington WA
50 West Virginia WV
51 Wisconsin WI
52 Wyoming WY

53
实验1/state-areas.csv Normal file
View File

@ -0,0 +1,53 @@
state,area (sq. mi)
Alabama,52423
Alaska,656425
Arizona,114006
Arkansas,53182
California,163707
Colorado,104100
Connecticut,5544
Delaware,1954
Florida,65758
Georgia,59441
Hawaii,10932
Idaho,83574
Illinois,57918
Indiana,36420
Iowa,56276
Kansas,82282
Kentucky,40411
Louisiana,51843
Maine,35387
Maryland,12407
Massachusetts,10555
Michigan,96810
Minnesota,86943
Mississippi,48434
Missouri,69709
Montana,147046
Nebraska,77358
Nevada,110567
New Hampshire,9351
New Jersey,8722
New Mexico,121593
New York,54475
North Carolina,53821
North Dakota,70704
Ohio,44828
Oklahoma,69903
Oregon,98386
Pennsylvania,46058
Rhode Island,1545
South Carolina,32007
South Dakota,77121
Tennessee,42146
Texas,268601
Utah,84904
Vermont,9615
Virginia,42769
Washington,71303
West Virginia,24231
Wisconsin,65503
Wyoming,97818
District of Columbia,68
Puerto Rico,3515
1 state area (sq. mi)
2 Alabama 52423
3 Alaska 656425
4 Arizona 114006
5 Arkansas 53182
6 California 163707
7 Colorado 104100
8 Connecticut 5544
9 Delaware 1954
10 Florida 65758
11 Georgia 59441
12 Hawaii 10932
13 Idaho 83574
14 Illinois 57918
15 Indiana 36420
16 Iowa 56276
17 Kansas 82282
18 Kentucky 40411
19 Louisiana 51843
20 Maine 35387
21 Maryland 12407
22 Massachusetts 10555
23 Michigan 96810
24 Minnesota 86943
25 Mississippi 48434
26 Missouri 69709
27 Montana 147046
28 Nebraska 77358
29 Nevada 110567
30 New Hampshire 9351
31 New Jersey 8722
32 New Mexico 121593
33 New York 54475
34 North Carolina 53821
35 North Dakota 70704
36 Ohio 44828
37 Oklahoma 69903
38 Oregon 98386
39 Pennsylvania 46058
40 Rhode Island 1545
41 South Carolina 32007
42 South Dakota 77121
43 Tennessee 42146
44 Texas 268601
45 Utah 84904
46 Vermont 9615
47 Virginia 42769
48 Washington 71303
49 West Virginia 24231
50 Wisconsin 65503
51 Wyoming 97818
52 District of Columbia 68
53 Puerto Rico 3515

2545
实验1/state-population.csv Normal file
View File

File diff suppressed because it is too large Load Diff