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pyvisacharts
Advanced tools
This package wraps @visa/charts web components for use in Python and jupyter notebooks, leveraging the widget-cookiecutter Python package. You can find pyvisacharts on pypi, installation steps provided below.
pip:
$ pip install pyvisacharts
conda:
$ conda install -c conda-forge pyvisacharts
Ready status in this bundleStep 1: Install:
$ pip install pyvisacharts
Step 2: Use component as any other Python function
import pyvisacharts as vcc
import pandas as pd
bar_chart_data = pd.read_json("https://github.com/visa/visa-chart-components/tree/main/packages/charts-pythondocs/demo_data/bar_chart_data.json")
line_chart_data = pd.read_json("https://github.com/visa/visa-chart-components/tree/main/packages/charts-pythondocs/demo_data/line_chart_data.json")
vcc.BarChart(
accessibility={
"purpose": "Demonstration of a bar chart built with VCC and minimal properties provided.",
"statisticalNotes": "This chart is using dummy data."
},
data=bar_chart_data,
ordinalAccessor="item",
valueAccessor="value"
)
vcc.LineChart(
accessibility={
"purpose": "Demonstration of a line chart built with VCC and minimal properties provided.",
"statisticalNotes": "This chart is using dummy data."
},
data=line_chart_data, # a pandas data frame
ordinalAccessor="date",
valueAccessor="value",
seriesAccessor="category",
config={
"hoverOpacity": 0.25
}
)
See our VCC Demo Notebook for more examples.
To the python widget locally, you will need to follow the below installation and build steps to symlink the necessary packages across the monorepo.
$ yarn
$ yarn dev --i
$ yarn dev --b
$ yarn dev --ipy
$ yarn dev --spy (spins up a local jupyter notebook)
or
$ yarn dev --lpy (spins up a local jupyter lab)
After running these commands, the js lib @visa/charts will by symlink'd and a jupyter notebook will be spun up locally for development and testing work. If you update the js build and/or python code you will likely need to restart/refresh the juptyer notebook to see development changes reflected.
In addition to the core project team, special thanks to Luis Chaves Rodriguez (@visa) for his assistance in development of pyvisacharts.
FAQs
A Jupyter Widget for Visa Chart Components
We found that pyvisacharts demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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