View absl-extra on Snyk Open Source Advisor

Package Health Score

41 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Limited

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Popularity

Small

GitHub Stars: 0
Forks: 0
Contributors: 2

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package absl-extra, we found that it has been starred ? times.

Security

Security review needed

Security and license risk for latest version

Release Date: Oct 20, 2023
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

Unknown

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We couldn’t find an appropriate license for this project. It is highly advised to make sure the project license is compatible with your business needs before including it as a dependency, to keep yourself protected from infringement suits or loss of your own code.

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 0
Open PR: 0
Last Release: 1 year ago
Last Commit: 1 year ago

Further analysis of the maintenance status of absl-extra 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 absl-extra 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.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 2
Funding: No

This project has seen only 10 or less contributors.

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Package

Python Versions Compatibility: >=3.8

Age: 1 year
Latest Release: 1 year ago
Dependencies: 2 Direct
Versions: 82
Maintainers: 1
Wheels: OS Independent

Readme

ABSL-Extra

A collection of utils I commonly use for running my experiments. It will:

Notify on execution start, finish or failed.
- By default, Notifier will just log those out to stdout.
- I prefer receiving those in Slack, though (see example below).
Log parsed CLI flags from absl.flags.FLAGS and config values from config_file:get_config()
Select registered task to run based on --task= CLI argument.

Minimal example

import os
from absl import logging
import tensorflow as tf

from absl_extra import tf_utils, tasks, notifier


@tasks.register_task(
    notifier=notifier.SlackNotifier(slack_token=os.environ["SLACK_BOT_TOKEN"], channel_id=os.environ["CHANNEL_ID"])
)
@tf_utils.requires_gpu
def main() -> None:
    if tf_utils.supports_mixed_precision():
        tf.keras.mixed_precision.set_global_policy("mixed_float16")
    
    with tf_utils.make_gpu_strategy().scope():
        logging.info("Doing some heavy lifting...")


if __name__ == "__main__":
    tasks.run()

`flax_utils.py`

Common utilities used for training flax models, which I got tired of copy-pasting in every project.

absl-extra dependencies

absl-py toolz

FAQs

What is absl-extra?

A wrapper to run and monitor absl app. Visit Snyk Advisor to see a full health score report for absl-extra, including popularity, security, maintenance & community analysis.

Is absl-extra popular?

The python package absl-extra receives a total of 1,480 weekly downloads. As such, absl-extra popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is absl-extra well maintained?

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

Is absl-extra safe to use?

While scanning the latest version of absl-extra, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 11 November-2024, at 09:24 (UTC).

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absl-extra

A wrapper to run and monitor absl app. For more information about how to use this package see README

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Readme

ABSL-Extra

`flax_utils.py`

absl-extra dependencies

FAQs

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Readme

ABSL-Extra

flax_utils.py

absl-extra dependencies

FAQs

What is absl-extra?

Is absl-extra popular?

Is absl-extra well maintained?

Is absl-extra safe to use?

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Source Code

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Config

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`flax_utils.py`