Package Health Score

85 / 100

security
No known security issues
popularity
Popular
maintenance
Healthy
community
Active

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Popularity

Popular

GitHub Stars: 516
Forks: 46
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package dask-geopandas, we found that it has been starred 516 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 24, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

BSD-3-Clause

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 68
Open PR: 3
Last Release: 3 months ago
Last Commit: 1 month ago

Further analysis of the maintenance status of dask-geopandas based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that dask-geopandas demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 30
Funding: Yes

With more than 10 contributors for the dask-geopandas repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.9

Age: 4 years
Latest Release: 3 months ago
Dependencies: 1 Direct
Versions: 16
Maintainers: 0
Wheels: OS Independent

Readme

dask-geopandas

Parallel GeoPandas with Dask

Dask-GeoPandas is a project merging the geospatial capabilities of GeoPandas and scalability of Dask. GeoPandas is an open source project designed to make working with geospatial data in Python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Dask provides advanced parallelism and distributed out-of-core computation with a dask.dataframe module designed to scale pandas. Since GeoPandas is an extension to the pandas DataFrame, the same way Dask scales pandas can also be applied to GeoPandas.

This project is a bridge between Dask and GeoPandas and offers geospatial capabilities of GeoPandas backed by Dask.

Documentation

See the documentation on

Installation

This package depends on Shapely, GeoPandas and Dask.

One way to install all required dependencies is to use the conda package manager to create a new environment:

conda create -n geo_env
conda activate geo_env
conda config --env --add channels conda-forge
conda config --env --set channel_priority strict
conda install dask-geopandas

Example

Given a GeoPandas dataframe

import geopandas
df = geopandas.read_file('...')

We can repartition it into a Dask-GeoPandas dataframe:

import dask_geopandas
ddf = dask_geopandas.from_geopandas(df, npartitions=4)

The familiar spatial attributes and methods of GeoPandas are also available and will be computed in parallel:

ddf.geometry.area.compute()
ddf.within(polygon)

dask-geopandas dependencies

packaging

FAQs

What is dask-geopandas?

Parallel GeoPandas with Dask. Visit Snyk Advisor to see a full health score report for dask-geopandas, including popularity, security, maintenance & community analysis.

Is dask-geopandas popular?

The python package dask-geopandas receives a total of 18,315 weekly downloads. As such, dask-geopandas popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is dask-geopandas well maintained?

We found that dask-geopandas demonstrated a healthy version release cadence and project activity. It has a community of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is dask-geopandas safe to use?

The python package dask-geopandas was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 13 December-2024, at 12:46 (UTC).

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dask-geopandas

Parallel GeoPandas with Dask For more information about how to use this package see README

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dask-geopandas

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dask-geopandas dependencies

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Readme

dask-geopandas

Documentation

Installation

Example

dask-geopandas dependencies

FAQs

What is dask-geopandas?

Is dask-geopandas popular?

Is dask-geopandas well maintained?

Is dask-geopandas safe to use?

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