PiperRider CLI
Project description
PipeRider: Data Reliability Automated
PipeRider ensures data reliability through automating constant data testing and monitoring.
Key Features:
- Instant quality assessment in HTML report: sample report
- Report comparison: sample comparsion report
- Extensible custom assertions
- Works with existing dbt projects
- Automatic test recommendations
Read more about why we created PipeRider.
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]'
You can follow the quick start guide to learn more about PipeRider.
Attach PipeRider to a dbt project
piperider init
creates /.piperider
under a dbt project root and generates necessary configurations.
Scan data quality from models
piperider run
scans the models from data sources and creates assessment results in /.piperider/output
Generate reports
piperider generate-report
generate a static HTML report.
Generate comparison view
You can use piperider compare-report
to compare 2 reports.
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 |
Get involved
Contributions
We welcome contributions. See the Set up dev environment and the Contributing guildline to get started.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for piperider-nightly-0.6.0.20220807.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d9fceb1f9289e4f455e5b2bb8e4ab3fe7db42e7ee2614e1be8a7cb645629e32 |
|
MD5 | 05cc196cd30ff3bc5998ac9bcd2af22e |
|
BLAKE2b-256 | d5361e8807b02078d2d80a55e1868b347a6941c613b42a8e39ac26afd555e4c4 |
Hashes for piperider_nightly-0.6.0.20220807-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 52a1e7b66794ffbfa9a6e01b60b02b52897c045b5c0a4a2fc3ca7789b92417a1 |
|
MD5 | afa63b558803da50555920e8ee8da67e |
|
BLAKE2b-256 | 29c3ffa048a4681950ed242a26ab0c05d1295078f7127089b8417a072535c420 |