Package Health Score

63 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 231
Forks: 45
Contributors: 10

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pyrasterframes, we found that it has been starred 231 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Apr 3, 2023
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

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like pyrasterframes is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

Open Issues: 126
Open PR: 12
Last Release: 1 year ago
Last Commit: 6 months ago

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

An important project maintenance signal to consider for pyrasterframes is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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: Yes
Contributors: 10
Funding: No

This project has seen only 10 or less contributors.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: >=3.8,<4

Age: 5 years
Latest Release: 1 year ago
Dependencies: 8 Direct
Versions: 15
Maintainers: 2
Wheels: OS Independent

Not sure how to use pyrasterframes?

To help you get started, we've collected the most common ways that pyrasterframes is being used within popular public projects.

locationtech-labs / geopyspark / geopyspark / geotrellis / layer.py View on Github

Args:
            num_bands (int): The number of bands the ``TiledRasterLayer`` has.

        Returns:
            :class:`~geopyspark.geotrellis.layer.TiledRasterLayer`
        """

        try:
            from pyrasterframes import RasterFrame
        except ImportError:
            raise ImportError("pyrasterframes must be installed in order to use the to_rasterframe method")

        rf_context = get_spark_context()._rf_context

        if rf_context:
            return RasterFrame(rf_context._jrfctx.asRF(self.srdd.rdd(), num_bands), rf_context._spark_session)
        else:
            raise AttributeError("RasterFrames has not been enabled in the active SparkSession")

View more ways to use pyrasterframes

PyRasterFrames

PyRasterFrames enables access and processing of geospatial raster data in PySpark DataFrames.

Getting started

The quickest way to get started is to pip install the pyrasterframes package.

pip install pyrasterframes

You can then access a pyspark SparkSession using the local[*] master in your python interpreter as follows.

from pyrasterframes.utils import create_rf_spark_session
spark = create_rf_spark_session()

Then you can read a raster and do some work with it.

from pyrasterframes.rasterfunctions import *
from pyspark.sql.functions import lit
# Read a MODIS surface reflectance granule
df = spark.read.raster('https://modis-pds.s3.amazonaws.com/MCD43A4.006/11/08/2019059/MCD43A4.A2019059.h11v08.006.2019072203257_B02.TIF')
# Add 3 element-wise, show some rows of the dataframe
df.select(rf_local_add(df.tile, lit(3))).show(5, False)

Support

Reach out to us on gitter!

Issue tracking is through github.

Contributing

Community contributions are always welcome. To get started, please review our contribution guidelines, code of conduct, and developer's guide. Reach out to us on gitter so the community can help you get started!

Development environment setup

For best results, we suggest using conda and the conda-forge channel to install the compiled dependencies before installing the packages in setup.py. Assuming you're in the same directory as this file:

conda create -n rasterframes python==3.7
conda install --file ./requirements-condaforge.txt

Then you can install the source dependencies:

pip install -e .

pyrasterframes dependencies

deprecation matplotlib numpy pandas py4j pyproj pyspark shapely

FAQs

What is pyrasterframes?

Access and process geospatial raster data in PySpark DataFrames. Visit Snyk Advisor to see a full health score report for pyrasterframes, including popularity, security, maintenance & community analysis.

Is pyrasterframes popular?

The python package pyrasterframes receives a total of 1,020 weekly downloads. As such, pyrasterframes popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pyrasterframes well maintained?

We found indications that pyrasterframes is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is pyrasterframes safe to use?

The python package pyrasterframes 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 18 April-2024, at 03:23 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

pyrasterframes

Access and process geospatial raster data in PySpark DataFrames For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Not sure how to use pyrasterframes?

PyRasterFrames

Getting started

Support

Contributing

Development environment setup

pyrasterframes dependencies

FAQs

What is pyrasterframes?

Is pyrasterframes popular?

Is pyrasterframes well maintained?

Is pyrasterframes safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Not sure how to use pyrasterframes?

PyRasterFrames

Getting started

Support

Contributing

Development environment setup

pyrasterframes dependencies

FAQs

What is pyrasterframes?

Is pyrasterframes popular?

Is pyrasterframes well maintained?

Is pyrasterframes safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues