Unit tests & type hinting

This page summarizes the projects mentioned and recommended in the original post on /r/learnpython

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  • enforce

    Python 3.5+ runtime type checking for integration testing and data validation

  • Not by default. But there are libraries to enforce types. https://github.com/RussBaz/enforce or/and https://pydantic-docs.helpmanual.io/

  • pydantic

    Data validation using Python type hints

  • Not by default. But there are libraries to enforce types. https://github.com/RussBaz/enforce or/and https://pydantic-docs.helpmanual.io/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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