[PR-743] Improve Local Runner Logging

[luv-bansal]

Improved Local Runner logging based on Alfredo doc: https://docs.google.com/document/d/1AsNSTWPkVlz7I4X2OvsBXRA6439ciBGdYdcs9eK2zIQ/edit?tab=t.0

Pull Request Overview

This PR improves the logging and user experience for the local runner functionality by refactoring requirements parsing, enhancing status messages, and providing better user guidance.

• Refactored requirements parsing into a dedicated function using proper dependency parsing
• Enhanced logging with clearer status messages and helpful information for users
• Reorganized the local runner flow to check requirements earlier and provide better feedback

[Copilot]

Pull Request Overview

This PR improves the local runner experience by refactoring requirements parsing and enhancing user-facing logging and guidance.

• Refactored requirements parsing to use proper dependency parsing with the packaging library
• Enhanced logging throughout the local runner flow with clearer status messages and helpful user guidance
• Reorganized the local runner workflow to perform requirement checks earlier in the process

Reviewed Changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 2 comments.

File	Description
clarifai/utils/cli.py	Refactored requirements parsing into a dedicated function using proper dependency parsing
clarifai/runners/server.py	Enhanced logging with helpful user guidance including code snippets and URLs
clarifai/cli/model.py	Reorganized local runner flow to check requirements earlier and improved status messages

Comments suppressed due to low confidence (1)

clarifai/utils/cli.py:311

• [nitpick] The variable name deps is ambiguous. Consider renaming it to dependencies or requirements for better clarity.

    deps = {}

[github-actions]

Package	Line Rate	Health
clarifai	43%	❌
clarifai.cli	42%	❌
clarifai.cli.templates	28%	❌
clarifai.client	69%	➖
clarifai.client.auth	67%	➖
clarifai.constants	100%	✔
clarifai.datasets	100%	✔
clarifai.datasets.export	80%	✔
clarifai.datasets.upload	75%	➖
clarifai.datasets.upload.loaders	37%	❌
clarifai.models	100%	✔
clarifai.modules	0%	❌
clarifai.rag	72%	➖
clarifai.runners	10%	❌
clarifai.runners.models	59%	➖
clarifai.runners.pipeline_steps	45%	❌
clarifai.runners.pipelines	85%	✔
clarifai.runners.utils	62%	➖
clarifai.runners.utils.data_types	72%	➖
clarifai.schema	100%	✔
clarifai.urls	60%	➖
clarifai.utils	53%	➖
clarifai.utils.evaluation	67%	➖
clarifai.workflows	95%	✔
Summary	62% (7407 / 11991)	➖

Minimum allowed line rate is 50%

[srikanthbachala20]

LGTM