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Dev-Sec-Ops Demo/Assignment

This repository contains code which demonstrates Dev-Sec-Ops using a FastAPI application which predicts the flower class using the IRIS dataset (https://scikit-learn.org/stable/auto_examples/datasets/plot_iris_dataset.html)

Running Instructions

Create a fork of the repo using the fork button.
Clone your fork using git clone https://www.github.com/<your-username>/mlops-iris.git
Install dependencies using pip3 install -r requirements.txt
Run application using python3 main.py
Run tests using pytest

CI/CD

unittest: Run the python unit tests using pytest
codecoverage: Analyze code quality using codecov and upload results
container-security: Scan docker image using anchore and upload SARIF report artifact
upload_zip: Package code and upload as artifact

Assignment Tasks

Fix badge to show coverage for your repo. (hint: find correct link for badge from codecov.io)
Add OS to matrix strategy along with PYTHON to test with different operating systems like ubuntu-latest, windows-latest etc.
Improve code coverage and bring it above 95%
Make a visualisation for sarif report using any tool. upload screenshot, image, html or pdf. Add it to the reports/ folder.

Submission

Link to github repository as a comment on the submission (olympus portal). [uploading .txt is optional]