Triager Tester in GitHub Actions #18
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| name: Testing Triager | |
| run-name: Triager Tester in GitHub Actions | |
| on: | |
| issues: | |
| types: [opened] | |
| jobs: | |
| triager_test: | |
| name: Triager Test | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Install dependencies | |
| run: npm install axios | |
| - name: Collect 5 random closed issues from OpenJ9 | |
| uses: actions/github-script@v4 | |
| with: | |
| script: | | |
| const axios = require('axios'); | |
| let issues = []; | |
| const owner = "eclipse-openj9"; | |
| const repo = "openj9"; | |
| closed_issues_collected = 0; | |
| function getRandomInt(min, max) { | |
| const minCeiled = Math.ceil(min); | |
| const maxFloored = Math.floor(max); | |
| return Math.floor(Math.random() * (maxFloored - minCeiled) + minCeiled); | |
| } | |
| while (closed_issues_collected < 5) { | |
| const issue_number = getRandomInt(19358, 19658); | |
| try { | |
| const { data } = await github.issues.get({ | |
| owner, | |
| repo, | |
| issue_number | |
| }); | |
| if (data.status != 404 && data.state === "closed" && data.assignee != null && data.labels.length != 0) { | |
| issues.push(data); | |
| closed_issues_collected++; | |
| } | |
| } catch (error) { | |
| if (error.response && error.response.status == 404) { | |
| console.log(`Issue #${issue_number} not found.`); | |
| } else { | |
| console.error(`An error occurred while getting issue #${issue_number}: ${error}`); | |
| } | |
| } | |
| } | |
| modelOutputs = []; | |
| for (let i = 0; i < issues.length; i++) { | |
| let issue = issues[i]; | |
| let input = { | |
| "issue_title": issue["title"] != null ? issue["title"] : "", | |
| "issue_description": issue["body"] != null ? issue["body"] : "" | |
| } | |
| const response = await axios.post('http://140.211.168.122/recommendation', JSON.stringify(input), { | |
| headers: { | |
| 'accept': 'application/json', | |
| 'Content-Type': 'application/json', | |
| }, | |
| }); | |
| modelOutputs.push(response.data); | |
| } | |
| resultString = ''; | |
| for (let i = 0; i < issues.length; i++) { | |
| actualLabels = issues[i]["labels"].map(label => label["name"]); | |
| actualAssignees = issues[i]["assignees"].map(assignee => assignee["login"]); | |
| predictedLabels = modelOutputs[i].recommended_components; | |
| predictedAssignees = modelOutputs[i].recommended_developers; | |
| resultString += `Issue Link: ${issues[i].html_url}\nTitle: ${issues[i].title}\n`; | |
| resultString += `Actual Components: ${actualLabels.join(', ')}\nRecommended Components: ${predictedLabels.join(', ')}\n`; | |
| resultString += `Actual Assignees: ${actualAssignees.join(', ')}\nRecommended Assignees: ${predictedAssignees.join(', ')}\n\n`; | |
| } | |
| await github.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: resultString | |
| }); |