Metadata-Version: 2.1
Name: piperider
Version: 0.2.0
Summary: PiperRider CLI
Home-page: https://github.com/InfuseAI/piperider
Author: InfuseAI Dev Team
Author-email: dev@infuseai.io
Project-URL: Bug Tracker, https://github.com/InfuseAI/piperider/issues
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 4 - Beta
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Provides-Extra: snowflake
Provides-Extra: postgres
Provides-Extra: dev
License-File: LICENSE

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<p align="center">
  <a href="https://piperider.io">
    <img  src="/.github/images/logo.svg"
      width="284" border="0" alt="PipeRider">
  </a>
</p>

# Automates data quality management

For data practitioner who wants to trust their data by:

- Defining the shape of data, so they can **make sure the data will be expected in the future**
- Save time on debugging data,**easily discover & discuss any data problems from upstream**
- Socially **collaborate across teams on the dataset through data catalog and data insights**

# Key Features

## Instant quality assessment in html

Check [single run view](/images/piperider_single_run.png)

## Inject tests to key metrics

Refer
to [User defined test functions](https://github.com/InfuseAI/piperider-cli/blob/main/docs/user-defined-test-function.md)

## Compare different test assessments

Check [comparison view](/images/piperider_comparison_view.png)

# Get started

## Install PipeRider

```bash
$ 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](/images/init_pipe.gif)

This command creates `/.piperider` under a dbt project root and generate necessary configurations.

## Scan data quality from models

![piperider_run](/images/run_pipe.gif)

This command scans the models from datasource and create assessment results in `/.piperider/output`

## Generate reports

![piperider_report](/images/report_pipe.gif)

generate a static html report under current path.

## Generate comparison view

![piperider_compare](/images/compare_pipe.gif)

The generated report in html will be placed in the path shown in console

# Get involved

[Work In Progress]
