Package Health Score

48 / 100

security
Security review needed
popularity
Limited
maintenance
Inactive
community
Active

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Popularity

Limited

GitHub Stars: 469
Forks: 42
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package objectiv-bach, we found that it has been starred 469 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Jan 13, 2023
Direct Vulnerabilities: 0
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0
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0
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0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
1
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0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Inactive

Commit Frequency

Open Issues: 76
Open PR: 10
Last Release: 2 years ago
Last Commit: 2 years ago

Further analysis of the maintenance status of objectiv-bach 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 objectiv-bach 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

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 20
Funding: No

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

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Package

Python Versions Compatibility: >=3.7

Age: 3 years
Latest Release: 2 years ago
Dependencies: 5 Direct / 13 Total
Versions: 33
Maintainers: 1
Wheels: OS Independent

Readme

Objectiv Bach: Pandas-like analytics modeling translated to SQL

Bach is a Python-based analytics modeling library with a Pandas-like interface. It translates all operations and models to SQL, running directly on your full dataset. All DataFrames & models can be converted to an SQL statement with just a single command, to use in other tools like dbt or BI.

Bach is part of Objectiv, an open-source data collection & modeling platform that helps data teams run product analytics from their notebooks. Bach therefore works with any dataset that embraces Objectiv's open analytics taxonomy, so you can take pre-built models from the open model hub to quickly build deep analyses for a wide range of product & marketing use cases.

Installation

To install Bach, use the following command:

pip install objectiv-bach           # just the Bach library, supports PostgreSQL out of the box
pip install objectiv-bach[bigquery] # for Google BigQuery support
pip install objectiv-bach[athena]   # for AWS Athena support

See how to get started in your notebook for detailed installation instructions.

Usage

Support

Found a security issue? Please don’t use the issue tracker but contact us directly. See SECURITY.md for details.

Contributing

If you want to contribute to Objectiv Bach or use it as a base for custom development, take a look at CONTRIBUTING.md for detailed development instructions. For more unformation about our contribution process and where you can fit in, check out our Contribution Guide in the Docs.

License

This repository is part of the source code for Objectiv, which is released under the Apache 2.0 License. Please refer to LICENSE.md for details.

objectiv-bach dependencies

pandas psycopg2-binary pyarrow sqlalchemy sqlparse

FAQs

What is objectiv-bach?

Objectiv Bach provides Pandas-like DataFrames backed by SQL. Visit Snyk Advisor to see a full health score report for objectiv-bach, including popularity, security, maintenance & community analysis.

Is objectiv-bach popular?

The python package objectiv-bach receives a total of 290 weekly downloads. As such, objectiv-bach popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is objectiv-bach well maintained?

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

Is objectiv-bach safe to use?

While scanning the latest version of objectiv-bach, 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 20 November-2024, at 20:05 (UTC).

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objectiv-bach

Objectiv Bach provides Pandas-like DataFrames backed by SQL For more information about how to use this package see README

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Readme

Objectiv Bach: Pandas-like analytics modeling translated to SQL

Installation

Usage

Support

Contributing

License

objectiv-bach dependencies

FAQs

What is objectiv-bach?

Is objectiv-bach popular?

Is objectiv-bach well maintained?

Is objectiv-bach safe to use?

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Readme

Objectiv Bach: Pandas-like analytics modeling translated to SQL

Installation

Usage

Support

Contributing

License

objectiv-bach dependencies

FAQs

What is objectiv-bach?

Is objectiv-bach popular?

Is objectiv-bach well maintained?

Is objectiv-bach safe to use?

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Source Code

Open Source

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