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automated-ml-deployment's Introduction

Deployment Using Azure Functions

Project Structure

The main project folder (<project_root>) contains the following files:

  • local.settings.json - Used to store app settings and connection strings when running locally. This file doesn't get published to Azure. To learn more, see local.settings.file.
  • requirements.txt - Contains the list of Python packages the system installs when publishing to Azure.
  • host.json - Contains global configuration options that affect all functions in a function app. This file does get published to Azure. Not all options are supported when running locally. To learn more, see host.json.
  • .vscode/ - (Optional) Contains store VSCode configuration. To learn more, see VSCode setting.
  • .venv/ - (Optional) Contains a Python virtual environment used by local development.
  • Dockerfile - (Optional) Used when publishing your project in a custom container.
  • tests/ - (Optional) Contains the test cases of your function app. For more information, see Unit Testing.
  • .funcignore - (Optional) Declares files that shouldn't get published to Azure. Usually, this file contains .vscode/ to ignore your editor setting, .venv/ to ignore local Python virtual environment, tests/ to ignore test cases, and local.settings.json to prevent local app settings being published.

Each function has its own code file and binding configuration file (function.json).

Publishing function app to Azure -> Guide.

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