sparksnake 0.2.2

Improving the development of Spark applications deployed as jobs on AWS services like Glue and EMR

Table of content

• Table of content
• What is the sparksnake library?
• Features
• Contact me
• References

What is the sparksnake library?

The sparksnake library provides an easy, fast, and efficient way to use Spark features inside analytics services on AWS. With sparksnake, it is possible to use classes, methods and functions developed in pyspark to simplify, as much as possible, the journey of building Spark applications anywhere!

Note Now the sparksnake library has an official documentation in readthedocs! Visit the following link and check out usability technical details, hands on demos and more!

Features

• 🤖 Apply common Spark operations using few lines of code
• 💻 Start developing your Spark applications anywhere using the "default" mode or in any AWS services that uses Spark
• ⏳ Stop spending time setting up the boring stuff of your Spark applications
• 💡 Apply the best practices on your application by structuring your code following the best practices
• 👁️‍🗨️ Improve your aplication's observability by using detailed log messages on CloudWatch and exception handlers

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Contact me

• Thiago Panini - LinkedIn
• paninitechlab @ hashnode

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References

Python

• Python - Packaging Python Projects

Docs

• Eduardo Mendes - Live de Python 189 - MkDocs
• MkDocs
• pmdown-extensions
• GitHub - MkDocs Themes
• GitHub - Material Theme for MkDocs
• Material for MkDocs - Setup

Github

• GitHub Actions - pypa/gh-action-pypi-publish
• Medium - Major, Minor and Patch
• Medium - Automate PyPI Releases with GitHub Actions

Tests

• Codecov - Setting Threshold
• Codecov - About the Codecov YAML
• Codecov - Status Checks
• Codecov - codecov.yml Reference
• Codecov - Ignore Paths