fastmob-vis
Narwhals-native ECharts visualizations for fastmob mobility-analysis results.
This is an optional add-on to fastmob: it lives in the same repository and
Cargo workspace, but ships as its own wheel so that a plain pip install fastmob never has to build or depend on it.
Installation
pip install fastmob[vis]
or standalone:
pip install fastmob-vis
For development from source (as a workspace member of fastmob):
cd fastmob-vis
uv sync --extra dev
env -u CONDA_PREFIX uv run maturin develop
Example
Through Fastmob's stable public facade:
import pyarrow as pa
from fastmob import vis
first = pa.table({"jump_lengths": [[0.8, 1.2], [2.4]]})
second = pa.table({"jump_lengths": [[0.7, 1.4], [2.1]]})
chart = vis.ecdf(first, value_col="jump_lengths", second=second)
chart
Generic constructors are available as ecdf, bar, heatmap, scatter, and
boxplot. They accept any Narwhals-compatible eager dataframe and explicit
field mappings. The result is an immutable Chart, which can be rendered or
exported:
chart.to_html("chart.html")
chart.to_svg("chart.svg")
In Jupyter, Chart renders with ECharts. For web servers, use chart.to_dict().
Chart.render() returns the lower-level EChartsFigure when needed.
fastmob-vis is a clean break from its former legacy API: Folium and
Matplotlib maps, their dependencies, and the old measure-specific plot_*
functions are not provided.
Development Checks
uv run pytest
uv run ruff check
Release
Configure a PyPI trusted publisher for the fastmob-vis project that permits
the repository's fastmob-vis release workflow in the pypi environment.
Publish a compatible Fastmob release first (the initial release sequence is
fastmob-v0.3.2, then fastmob-vis-v0.1.0). After CI passes, create a tag
matching the package version; the workflow builds, attests, releases, and
publishes only the visualization artifacts.
License
fastmob-vis is released under the same BSD-3-Clause License
as the rest of the fastmob repository. It bundles a few third-party JS/CSS
libraries for standalone chart rendering — see
THIRD_PARTY_NOTICES.md for their licenses.
1 maintainer
Metadata
1 maintainer
Release files for fastmob-vis 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fastmob_vis-0.1.0.tar.gz | 525.3 kB | Details |
Built distributions (wheels)
Total release size: 41.6 MB
Release files / fastmob_vis-0.1.0.tar.gz
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