aaronward / mlops-practice Goto Github PK

Was unable to deploy the FastAPI to the function when installing Chromadb - two initial problems:

• venv was not consistent across local and remote evironments
• Chroma db code syntax error, that wasn't being logged during remote build.

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Dumping all the links i focused on to troubleshoot:

• https://stackoverflow.com/questions/72554813/unable-to-deploy-basic-example-httprequest1-to-azure-function-using-vscode-pytho
• https://learn.microsoft.com/en-us/answers/questions/1163526/how-to-add-python-package-to-azure-function
• https://learn.microsoft.com/en-us/azure/azure-functions/bring-dependency-to-functions?pivots=programming-language-python
• https://github.com/Azure-Samples/fastapi-on-azure-functions/tree/main
• Azure/azure-functions-python-worker#1338
• https://docs.trychroma.com/migration

Useful commands:

• python3.10 -m venv .venv
• source .venv/bin/activate
• func new --name awazfunctionapp-dev --template "HTTP trigger" --authlevel "anonymous"
• func azure functionapp publish awazfunctionapp --build remote
• uvicorn ApiFunction:app --reload
• az functionapp deployment source sync --name awazfunctionapp --resource-group awazfunctionapp