Package Health Score

80 / 100

security
No known security issues
popularity
Limited
maintenance
Healthy
community
Active

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Popularity

Limited

GitHub Stars: 166
Forks: 27
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package xbatcher, we found that it has been starred 166 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 17, 2024
Direct Vulnerabilities: 0
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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

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Maintenance

Healthy

Commit Frequency

Open Issues: 27
Open PR: 9
Last Release: 2 months ago
Last Commit: 25 days ago

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

We found that xbatcher 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: Yes
Contributors: 20
Funding: No

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

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Package

Python Versions Compatibility: >=3.10

Age: 3 years
Latest Release: 2 months ago
Dependencies: 3 Direct
Versions: 4
Maintainers: 3
Wheels: OS Independent

Readme

xbatcher: Batch Generation from Xarray Datasets

Xbatcher is a small library for iterating Xarray DataArrays and Datasets in batches. The goal is to make it easy to feed Xarray objects to machine learning libraries such as PyTorch or TensorFlow. View the for more info.

Installation

Xbatcher can be installed from PyPI as:

python -m pip install xbatcher

Or via Conda as:

conda install -c conda-forge xbatcher

Or from source as:

python -m pip install git+https://github.com/xarray-contrib/xbatcher.git

Note

The required dependencies installed with Xbatcher are Xarray, Dask, and NumPy. You will need to separately install TensorFlow or PyTorch to use those data loaders or Xarray accessors. Review the installation instructions for more details.

Documentation

Documentation is hosted on ReadTheDocs:

License

Apache License 2.0, see LICENSE file.

Acknowledgements

This work was funded in part by:

NASA ACCESS19-0049: Pangeo ML: Open Source Tools and Pipelines for Scalable Machine Learning Using NASA Earth Observation Data

This work was motivated by many conversations in the Pangeo community and Pangeo ML working group

xbatcher dependencies

dask numpy xarray

FAQs

What is xbatcher?

Batch generation from Xarray objects. Visit Snyk Advisor to see a full health score report for xbatcher, including popularity, security, maintenance & community analysis.

Is xbatcher popular?

The python package xbatcher receives a total of 85 weekly downloads. As such, xbatcher popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is xbatcher well maintained?

We found that xbatcher demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is xbatcher safe to use?

The python package xbatcher 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 21 November-2024, at 13:48 (UTC).

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xbatcher

Batch generation from Xarray objects For more information about how to use this package see README

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xbatcher: Batch Generation from Xarray Datasets

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xbatcher dependencies

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Readme

xbatcher: Batch Generation from Xarray Datasets

Installation

Documentation

License

Acknowledgements

xbatcher dependencies

FAQs

What is xbatcher?

Is xbatcher popular?

Is xbatcher well maintained?

Is xbatcher safe to use?

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Source Code

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