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 | supported since |
---|---|---|
snowflake | pip install 'piperider[snowflake]' | |
postgres | pip install 'piperider[postgres]' | |
bigquery | pip install 'piperider[bigquery]' | PipeRider v0.7.0 |
redshift | pip install 'piperider[redshift]' | PipeRider v0.7.0 |
duckdb | pip install 'piperider[duckdb]' | PipeRider v0.8.0 |
csv | pip install 'piperider[csv]' | PipeRider v0.8.0 |
parquet | pip install 'piperider[parquet]' | PipeRider v0.8.0 |
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-0.8.0.20220907.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 94aeabfca1d1f7f456b9086cdc128a75e7d4501106446d59f55530c0e1ed6e3c |
|
MD5 | fcd5ecb43896d5b0ea3711a5f4b46fef |
|
BLAKE2b-256 | d6a2bd8cdda2787dacf2f9b79a6dcd190b8502df1f7ed54738a07e655c879734 |
Hashes for piperider_nightly-0.8.0.20220907-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d49c986ea0b3b8fe4eb87eacfb8f8f0a5b2dee37ba7bd66a85067699e889399c |
|
MD5 | 9d9f1d659b36cdf3091f58e5b27f6f1b |
|
BLAKE2b-256 | 8d9fa522f26132760ac22e182769173bf7b7daf223e02eda69a8cf318161b889 |