---
title: "Testing Data Pipelines"
description: "Thinking through testing best practices for Data Pipelines"
date: 2020-11-16
published: false
tags:
  - data
  - kedro
  - python
template: blog-post
---


# Lint/Format/Doc

- black
- flake8
- interrogate
- mypy

# Pipeline Assertions

- pipeline constructs
- pipeline as expected nodes
- pipeline has minimum nodes
- test minimum tags
- test alternate tags

# Catalog Assertions

- test catalog follows naming structure
-

# Node Tests

- test function does the correct operations on test data

# Great Expectations