Scientific Archives - Page 33 of 60

Pydantic – data validation using Python type hints

Pydantic is a data validation library for Python. Define how data should be in pure, canonical Python 3.7+; validate it with Pydantic.

Cerberus provides powerful yet simple and lightweight data validation functionality out of the box.

valideer is a lightweight data validation and adaptation library for Python.

Colander is a serialization / deserialization / validation library for strings, mappings and lists.

Voluptuous is a Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.

Schematics is a Python library to combine types into structures, validate, and transform the shapes of your data based on simple descriptions.

schema is a library for validating Python data structures, such as those obtained from config-files, forms, external services.

jsonschema is an implementation of JSON Schema for Python (supporting 2.7+ including Python 3).

Polynote is an experimental polyglot notebook environment. It supports mixing multiple languages in one notebook.

The Spark Notebook is aimed at enterprise environments, providing data scientists and data engineers with an interactive web-based editor.