This release is a pre-release and may not be stable for production use.
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.
1 maintainer
Metadata
1 maintainer
Release files for piperider-nightly 0.5.0.20220727a4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| piperider-nightly-0.5.0.20220727a4.tar.gz | 686.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| piperider_nightly-0.5.0.20220727a4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.4 MB
Release files / piperider-nightly-0.5.0.20220727a4.tar.gz
| Download URL | piperider-nightly-0.5.0.20220727a4.tar.gz |
|---|---|
| Size | 686.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
7723e9c453775e218bc8359d3cf87efb0cc156288513e064ec5807c271762b68
|
|
BLAKE2b-256 checksum How to use checksums |
2b62ac579f5411cd0ad6b2e29fb66474cb1d8e2579263a1b43ae623f89ca7dde
|
| 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-0.5.0.20220727a4-py3-none-any.whl
| Download URL | piperider_nightly-0.5.0.20220727a4-py3-none-any.whl |
|---|---|
| Size | 742.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
f0b9240c2b8ce85ce9b2587fcd278e444d3291bd306f1d27c0fe84ad447f5dec
|
|
BLAKE2b-256 checksum How to use checksums |
440a5316ea8ad76332b83fdb3bb6fe4d63c314f931ce2970e6d8e13c9fc2a8a6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.1 CPython/3.8.13
|
