---
title: "📝 Packages to Investigate Notes"
description: "Tabnine"
date: 2019-10-14
published: true
tags:
  - python
template: blog-post
---

* jmespath
* Tabnine

## Bulwark

|-|-|
|github: |[https://github.com/zaxr/bulwark](https://github.com/zaxr/bulwark)|

I definitely want to try this out with kedro.

Bulwark is a package for convenient property-based testing of pandas dataframes, supported for Python 3.5+.

## Example

        import bulwark.decorators as dc

        @dc.IsShape((-1, 10))
        @dc.IsMonotonic(strict=True)
        @dc.HasNoNans()
        def compute(df):
            # complex operations to determine result
            ...
        return result_df