wala/ML

Support TensorFlow unit test entrypoints

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#199 opened on Jun 24, 2024

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enhancemententrypointshelp wanted

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Description

https://theaisummer.com/unit-test-deep-learning/#tests-in-tensorflow-tftest

Would be similar to https://github.com/wala/ML/blob/b813bde5f9f9a5df87426192aecb8f0b64b1dcc5/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PytestEntrypointBuilder.java. But, this is blocked on https://github.com/wala/ML/issues/107

Contributor guide

Research direction
Study the existing PytestEntrypointBuilder in the repository and the blocking issue #107 to understand how to implement a similar entrypoint builder for TensorFlow unit tests.
Tech stack
javapython
Domain
testingmachine learning
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.
Blocked
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
JavaPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
45