What are the most popular light weight integration testing tools?

I am looking for a lightweight python integration test framework that can

1. support baseline files with variables and expressions. For example: a json file that contains variables and mathematical expressions.

2. support flexible ways to pass in configurations. (eg: command line, configuration file etc.)

3. generate intuitive report.

Please let me know what choices are available.