code-intelligence

code-intelligence copied to clipboard

[label bot] Can we take advantage of negative examples

3

Forked from: https://github.com/microsoft/vscode-github-triage-actions/issues/5#issuecomment-628312837 From @hamelsmu > I know you didn't ask me the question but I can try to answer_ the fact that you initially had the wrong label, but...

jlewi

[label bot] Use text in additional comments not just the initial comment

10

We should use the text from all comments not just the first comment to try to predict issue labels. Hopefully subsequent discussion in the issue will help clarify what the...

jlewi

[label bot] kubeflow/kubeflow#4994 is missing a label bot comment

2

The issue kubeflow/kubeflow#4994 is missing a comment indicating it was processed by the label bot. I looked at the worker logs and found no mention of the issue.

jlewi

[label bot] Embeddings Service should use GraphQL API to fetch issue data

1

Right now the embedding code is using BeautifulSoup to fetch and extract title and body from a GitHub issue. https://github.com/kubeflow/code-intelligence/blob/9bbdce34fc0d81bfb9a63493941763771d2a0746/py/code_intelligence/embeddings.py#L36 I'm noticing that these leads to slight discrepancies between how...

jlewi

Increase area label predictions to 25% of issues

2

Filing this issue to track improving the area label predictions to 25% Here's the current report: https://storage.cloud.google.com/issue-label-bot-dev_reports/metrics_2020_0406.html We are currently generating area labels for approximately 1.4% of issues.

jlewi

[label bot] code duplication among notebooks

1

I'm noticing a lot of code duplication between the various notebooks. Which makes it hard to identify which notebook to use. This is probably tech debt as a result of...

jlewi

Periodically retrain the Kubeflow Label model

8

New data is constantly arriving as GitHub issues that have been labeled by humans or the label bot. We would like to periodically retrain our model to benefit from this...

jlewi

issue_triage.py should not consider labels that have been removed

3

Right now if a label is added and then removed issue_triage.py would still take into account that label when deciding whether an issue needs triage. This is because we look...

jlewi

Triage Action Should Use GitHub App (not a personal access token)

1

We should modify the triage action workflow to use the kubeflow-auto-bot GitHub App rather than using a personal access token. I think this relatively straightforward. I think for the secret...

jlewi

LabelBot should look for configuration in orgwide .github folder as well

1

The label bot should support org wide label remappings by looking for a label_bot config YAML in a .github directory for the organization see: https://help.github.com/en/github/building-a-strong-community/creating-a-default-community-health-file These mappings should then be...

jlewi