pysupercluster
A fast Python 3 module for geospatial point clustering.
This is a port of https://github.com/mapbox/supercluster to C++, conveniently wrapped in a Python module. Initial benchmarks show it to be an order of magnitude (10x) faster than the original JavaScript implementation.
Installing pysupercluster
The easiest way to install pysupercluster is to use pip:
pip install pysupercluster
Using pysupercluster
>>> import numpy
>>> import pysupercluster
>>> points = numpy.array([
... (2.3522, 48.8566), # paris
... (-0.1278, 51.5074), # london
... (-0.0077, 51.4826), # greenwhich
... ])
>>> index = pysupercluster.SuperCluster(
... points,
... min_zoom=0,
... max_zoom=16,
... radius=40,
... extent=512)
>>> clusters = index.getClusters(
... top_left=(-180, 90),
... bottom_right=(180, -90),
... zoom=4)
[
{'id': 0, 'count': 1, 'expansion_zoom': None, 'latitude': 48.8566, 'longitude': 2.3522},
{'id': 3, 'count': 2, 'expansion_zoom': 8, 'latitude': 51.49500168658321, 'longitude': -0.06774999999998421}
]1 maintainer
Metadata
1 maintainer
Release files for pysupercluster 0.7.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pysupercluster-0.7.7.tar.gz | 8.2 kB | Without provenance | Details for pysupercluster-0.7.7.tar.gz |
Release files / pysupercluster-0.7.7.tar.gz
| Download URL | pysupercluster-0.7.7.tar.gz |
|---|---|
| Size | 8.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
90011bb1b8cb14aa3d59b484710d539d088fdfdb9a2173859f086c46f5b61a60
|
|
BLAKE2b-256 checksum How to use checksums |
993090cb20b67c0202b3739f7c87d6d8e00ad04b76db5a82012ffadf7593c99c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.1 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.11
|
Security for pysupercluster 0.7.7
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
