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 0.3.0.20220629a6

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 0.3.0.20220629a6
File Size Uploaded
piperider-nightly-0.3.0.20220629a6.tar.gz 613.2 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for piperider-nightly 0.3.0.20220629a6
File Interpreter ABI Platform
piperider_nightly-0.3.0.20220629a6-py3-none-any.whl 662.9 kB Python 3 none any Details

Total release size: 1.3 MB

Release files / piperider-nightly-0.3.0.20220629a6.tar.gz

Download URL piperider-nightly-0.3.0.20220629a6.tar.gz
Size 613.2 kB
Tags Source
SHA-256 checksum
How to use checksums 		78ab56309eaf58156cc0e50f5058e0e8a924a78763f88470a4cbc3e080218cef
BLAKE2b-256 checksum
How to use checksums 		b13d4eeefbb1af5efce83e73e9ea1279b8f9decbf82e7a7bd6f842146aafdba4
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-0.3.0.20220629a6-py3-none-any.whl

Download URL piperider_nightly-0.3.0.20220629a6-py3-none-any.whl
Size 662.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums 		ec04e7c90ddf6bcfb0ce31a473650a6b388d3675314f142ee0d2b4a1c7ef6c48
BLAKE2b-256 checksum
How to use checksums 		231fa95579a7101d3d1a30c8df56124d3e13228dfb60b18e460d448d5ac6f720
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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