bug-report-checker

Checks whether a bug report is complete. Given a report's summary and description, it answers seven yes / no questions, each with a probability. Fine-tuned from the typed-decisions checkpoint of Laya; runs on a CPU.

Key	Question
steps	Does the description give steps to reproduce?
expected	Does the report state the expected result?
actual	Does the report state the actual result?
build_version	Does the report name the product version or build?
summary_what	Does the summary say what is wrong?
summary_where	Does the summary say where it happens?
summary_when	Does the summary say when it happens?

Usage

import json

import laya
from huggingface_hub import hf_hub_download

REPO = "ippo123/bug-report-checker"
questions = json.load(open(hf_hub_download(REPO, "questions.json"), encoding="utf-8"))
agent = laya.load(REPO, device="cpu")

report = {
    "summary": "Export to CSV crashes on save",
    "description": "1. Open a report\n2. Click Export\nThe app closes. Version 4.18.2",
}
answers = agent.predict_long(report, questions)["answers"]
p_present = {check: a["noul"] for check, a in answers.items()}

Requires laya==0.4.0.

Data

Trained on a public dataset and synthetic examples. Data: The Public Jira Dataset — Montgomery L., Lüders C., Maalej W. An Alternative Issue Tracking Dataset of Public Jira Repositories. MSR 2022. DOI: 10.1145/3524842.3528486. Dataset: https://doi.org/10.5281/zenodo.5882881. License: CC BY 4.0.