JSON Schema: Integrity Checking for NoSQL Data

Validate the format of JSON and CSV data with JSON Schema. Example code in Python and pandas.

The Problem

Relational databases have schema. This allows you to always know that the data you have is in the format you expect. For example, both the FIRST_NAME and LAST_NAME fields must have non-null string values, and SALARY must contain an integer greater than 0. Incoming data that does not match the schema is rejected.

But many …

data json json-schema nosql python unstructured data