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-0.9.0.20220913.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | ebb01a6bd56257803720a5ae09ca81be9398bb804784f21aa34e3d37e8253c9d |
|
MD5 | 143636923cfe8e952e9a263cc7775784 |
|
BLAKE2b-256 | dd7779928bbd912437c773bac6275cd2f2be47fa40bc92badc9f6fbb5d25a34f |
Hashes for piperider_nightly-0.9.0.20220913-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49641dc979508142d63d301754c8fb590e1cd89d280c632200bb408af4504ac5 |
|
MD5 | f6ea6c0c09f5313fdec82ef15cba1b85 |
|
BLAKE2b-256 | f6997b07ac3a4d3a0fe207c697b610032922d028ef64ae86ffc808a36d80192d |