Pre-release

This release is a pre-release and may not be stable for production use.

PipeRider

PipeRider: Data Reliability Automated

What is PipeRider?

PipeRider is an open-source toolkit for detecting data issues across pipelines that work with CI systems for continuous data quality assessment. PipeRider makes it easy for teams to have visibility about how data are being tested, and ensure errors are caught before they cause outages of downstream data applications like business intelligence dashboards or ML systems.

Why PipeRider?

Ensuring consistent quality of data used to be difficult. Missing values, schema changes and data drift (to name just a few) could be introduced to your data at any time. Without effective data quality tools, these errors will affect downstream operations and result in countless lost hours of debugging and missed revenue opportunities from unexpected downtime. PipeRider allows you to define the shape of your data once, and then use the data checking functionality to alert you to changes in your data quality.

ci-tests release pipy python downloads license InfuseAI Discord Invite

Learn More

PipeRider Resources Description
Documentation PipeRider Main Doc Site
Sample_Project Sample Project with with sqlite
dbt_Sample_Project Sample Project with dbt
Roadmap PipeRider Roadmap

Key Features

Instant quality assessment in HTML report

Example of single run report

Report Comparison

Example of comparison report

Extensible custom assertions

Refer to custom assertions

Works with existing dbt projects

Automatic Test Recommendations (Coming Soon)

Getting started

Install PipeRider

pip install piperider

By default, PipeRider supports built-in SQLite connector, extra connectors are available:

connectors install
snowflake pip install 'piperider[snowflake]'
postgres pip install 'piperider[postgres]'

Use comma to install multiple connectors in one line:

pip install 'piperider[postgres,snowflake]'

Attach PipeRider to a dbt project

piperider_init

This command creates /.piperider under a dbt project root and generates necessary configurations.

Scan data quality from models

piperider_run

This command scans the models from data sources and creates assessment results in /.piperider/output

Generate reports

piperider_report

generate a static HTML report under the current path.

Generate comparison view

piperider_compare

The generated report in HTML will be placed in the path shown in the console.

Get involved

Contributions

We welcome contributions. See the Set up dev environment and the Contributing guildline to get started.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.42.0.20250102)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for InfuseAI from gravatar.com InfuseAI

Credits

Author: InfuseAI Dev Team

License

Apache Software License

Requires

Python >=3.7

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.42.0.20250102)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for InfuseAI from gravatar.com InfuseAI

Credits

Author: InfuseAI Dev Team

License

Apache Software License

Requires

Python >=3.7

Classifiers

Report project as malware

Release files for piperider-nightly 0.3.0.20220629a5

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for piperider-nightly 0.3.0.20220629a5
File Size Uploaded
piperider-nightly-0.3.0.20220629a5.tar.gz 613.2 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for piperider-nightly 0.3.0.20220629a5
File Interpreter ABI Platform
piperider_nightly-0.3.0.20220629a5-py3-none-any.whl 662.9 kB Python 3 none any Details

Total release size: 1.3 MB

Release files / piperider-nightly-0.3.0.20220629a5.tar.gz

Download URL piperider-nightly-0.3.0.20220629a5.tar.gz
Size 613.2 kB
Tags Source
SHA-256 checksum
How to use checksums 		cea6904b66a54781f1b0e2ed42ab4717dac2f14f5c4950e37b4c70465fa6cabf
BLAKE2b-256 checksum
How to use checksums 		a9b61204bc324df3ee5dd03cdc9512895b6e60bd2745f0d231d86c67e14bdce7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/4.0.1 CPython/3.8.13

Release files / piperider_nightly-0.3.0.20220629a5-py3-none-any.whl

Download URL piperider_nightly-0.3.0.20220629a5-py3-none-any.whl
Size 662.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums 		9dd6dfd2c42ae6038cde0ffc9d01f780f096057ce6337ec4f075d2f3ac569967
BLAKE2b-256 checksum
How to use checksums 		56861f085852eaad3b415ab53c92ace020ad3651fa0bfda524cc45e1162abae9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/4.0.1 CPython/3.8.13

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