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zenml-io / mlstacks

A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
https://mlstacks.zenml.io/
Apache License 2.0
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Add label studio component #153

Closed davidrd123 closed 5 months ago

davidrd123 commented 5 months ago

Describe changes

I implemented a new Label Studio annotation stack component to allow deploying to a huggingface space.

https://github.com/zenml-io/mlstacks/issues/150

Debugging Files Included

This PR includes a set of YAML configuration files located in src/mlstacks/testing used for debugging the deployment process of the new mlstacks component. These files are not intended for production but are crucial for understanding the setup and behavior of the component during development.

Pre-requisites

Please ensure you have done the following:

Types of changes

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⚠️ GitGuardian has uncovered 1 secret following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

🔎 Detected hardcoded secret in your pull request
| GitGuardian id | GitGuardian status | Secret | Commit | Filename | | | -------------- | ------------------ | ------------------------------ | ---------------- | --------------- | -------------------- | | [-](https://dashboard.gitguardian.com/incidents/secrets) | | Hugging Face user access token | 8ae06abe95f579ffaed94c507a84eb4c193b1670 | src/mlstacks/testing/simple_component_label_studio.yaml | [View secret](https://github.com/zenml-io/mlstacks/commit/8ae06abe95f579ffaed94c507a84eb4c193b1670#diff-ec0971a940804585f8c5df95c4ec808c1268ed3ea602b51c65f90209b2561eaaL14) |
🛠 Guidelines to remediate hardcoded secrets
1. Understand the implications of revoking this secret by investigating where it is used in your code. 2. Replace and store your secret safely. [Learn here](https://blog.gitguardian.com/secrets-api-management?utm_source=product&utm_medium=GitHub_checks&utm_campaign=check_run_comment) the best practices. 3. Revoke and [rotate this secret](https://docs.gitguardian.com/secrets-detection/secrets-detection-engine/detectors/specifics/hugging_face_user_access_token#revoke-the-secret?utm_source=product&utm_medium=GitHub_checks&utm_campaign=check_run_comment). 4. If possible, [rewrite git history](https://blog.gitguardian.com/rewriting-git-history-cheatsheet?utm_source=product&utm_medium=GitHub_checks&utm_campaign=check_run_comment). Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data. To avoid such incidents in the future consider - following these [best practices](https://blog.gitguardian.com/secrets-api-management/?utm_source=product&utm_medium=GitHub_checks&utm_campaign=check_run_comment) for managing and storing secrets including API keys and other credentials - install [secret detection on pre-commit](https://docs.gitguardian.com/ggshield-docs/integrations/git-hooks/pre-commit?utm_source=product&utm_medium=GitHub_checks&utm_campaign=check_run_comment) to catch secret before it leaves your machine and ease remediation.

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