finos-labs/cafex

Automate Data Generation for Testing

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#17 opened on Sep 23, 2025

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enhancementgood first issue

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Description

Implement a utility or framework for automated data generation to support comprehensive testing. The tool should allow generating realistic test data for different components and APIs, supporting both static and randomized data as needed. This will improve test coverage and reliability of automated test suites.

Contributor guide

Research direction
Explore the existing test suite and identify patterns for test data usage. Design a utility that can generate realistic data for different scenarios, ensuring it integrates with existing tests.
Tech stack
python
Domain
testingdeveloper experience
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70