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shao1chuan 2024-03-02 17:31:06 +08:00
parent 9084667634
commit b4dac82343
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# 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/

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# 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 |

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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)

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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

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[[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"
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]
black = [
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View File

@ -1,21 +0,0 @@
[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"

View File

@ -1,5 +1,5 @@
import plotly.express as px
import pandas
import pandas as pd
df = px.data.gapminder()
df2007 = df.query("year == 2007")
print(df2007.head())
@ -41,9 +41,25 @@ fig.show()
import plotly.express as px
df = px.data.iris()
print(df.columns)
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species", title="A Plotly Express Figure")
# If you print the figure, you'll see that it's just a regular figure with data and layout
# print(fig)
fig = px.scatter_matrix(df, dimensions=['sepal_length', 'sepal_width', 'petal_length', 'petal_width'],
color='species')
fig.show()
import plotly.express as px
import pandas as pd
import numpy as np
np.random.seed(1)
N = 100000
df = pd.DataFrame(dict(x=np.random.randn(N),
y=np.random.randn(N)))
fig = px.scatter(df, x="x", y="y", render_mode='webgl')
fig.update_traces(marker_line=dict(width=1, color='DarkSlateGray'))
fig.show()

View File

@ -11,10 +11,8 @@ fig = dict({
"y": [1, 3, 2]}],
"layout": {"title": {"text": "A Figure Specified By Python Dictionary"}}
})
# To display the figure defined by this dict, use the low-level plotly.io.show function
import plotly.io as pio
pio.show(fig)
# Figures as Graph Objects

View File

@ -1,9 +0,0 @@
import plotly.express as px
df = px.data.iris()
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species", title="A Plotly Express Figure")
# If you print the figure, you'll see that it's just a regular figure with data and layout
# print(fig)
fig.show()

File diff suppressed because one or more lines are too long

View File

@ -1,16 +0,0 @@
import plotly.express as px
import pandas as pd
import numpy as np
np.random.seed(1)
N = 100000
df = pd.DataFrame(dict(x=np.random.randn(N),
y=np.random.randn(N)))
fig = px.scatter(df, x="x", y="y", render_mode='webgl')
fig.update_traces(marker_line=dict(width=1, color='DarkSlateGray'))
fig.show()

View File

@ -0,0 +1,341 @@
{
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"execution_count": 1,
"metadata": {
"pycharm": {
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"outputs": [],
"source": [
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"metadata": {
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"data": {
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"metadata": {
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}
},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"data = pd.read_csv('data/nz_weather.csv')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
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"</style>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th>Christchurch</th>\n",
" <th>Dunedin</th>\n",
" <th>Hamilton</th>\n",
" <th>Wellington</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
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" <td>47.2</td>\n",
" <td>174.8</td>\n",
" <td>96.2</td>\n",
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" <td>41</td>\n",
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" <th>3</th>\n",
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" <tr>\n",
" <th>4</th>\n",
" <td>2000-05</td>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" DATE Auckland Christchurch Dunedin Hamilton Wellington\n",
"0 2000-01 115.4 47.2 174.8 96.2 91.8\n",
"1 2000-02 8.4 25.2 41 8.2 35.2\n",
"2 2000-03 57.2 60.8 74.2 33.8 53.4\n",
"3 2000-04 106.8 58.2 50 129.6 109.8\n",
"4 2000-05 128.2 62.0 '- 98.2 78.2"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.head()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"import plotly.graph_objects as go"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"line1 = go.Scatter(x=data['DATE'], y=data['Auckland'], name='Auckland')\n",
"line2 = go.Scatter(x=data['DATE'], y=data['Wellington'], name='Wellington')\n",
"fig = go.Figure([line1, line2])\n",
"fig.update_layout(\n",
" title = \"New Zealand Weather\",\n",
" xaxis_title = \"Date\",\n",
" yaxis_title = \"Weather\"\n",
")\n",
"fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"pycharm": {
"name": "#%% md\n"
}
},
"source": [
"## Bar Chart"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"data_2010 = data[(data['DATE'] >= '2010-01') & (data['DATE'] < '2011-01')]\n",
"data_2010"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"bar1 = go.Bar(x = data_2010['DATE'], y = data_2010['Auckland'], \n",
" text = data_2010['Auckland'], textposition='outside')\n",
"fig = go.Figure(bar1)\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"bar1 = go.Bar(x = data_2010['DATE'], y = data_2010['Auckland'], \n",
" text = data_2010['Auckland'], textposition='outside', name='Auckland')\n",
"bar2 = go.Bar(x = data_2010['DATE'], y = data_2010['Wellington'], \n",
" text = data_2010['Wellington'], textposition='outside', name='Wellington')\n",
"fig = go.Figure([bar1, bar2])\n",
"fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"pycharm": {
"name": "#%% md\n"
}
},
"source": [
"## Histogram"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"hist = go.Histogram(x = data['Auckland'])\n",
"fig = go.Figure(hist)\n",
"fig.update_layout(bargap=0.1)\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"hist = go.Histogram(x = data['Auckland'], xbins={'size': 10})\n",
"fig = go.Figure(hist)\n",
"fig.update_layout(bargap=0.1)\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

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