Implement julep run execution

[creatorrr]

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User description

Summary

• implement execution in julep run
• document new error handling example in CLI docs
• add matching example to Markdown docs
• record change in CHANGELOG.md

Testing

• poe format (fails: command not found)
• poe lint (fails: command not found)
• poe typecheck (fails: command not found)
• poe test (fails: command not found)
• poe check (fails: command not found)

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PR Type

Enhancement, Documentation

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Description

• Implemented task execution logic in julep run with progress feedback.

  • Added spinner and clear error reporting for execution creation.
  • Errors are now highlighted and exit gracefully.

• Updated CLI and Markdown documentation with error handling examples.

• Recorded the new feature and documentation updates in the changelog.

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Changes walkthrough 📝

	Relevant files
Enhancement	run.py Implement execution logic and progress feedback in `julep run` cli/src/julep_cli/run.py Added task execution logic using Julep API. Integrated progress spinner and descriptive error reporting. Replaced placeholder with actual execution and error handling. Improved user feedback on execution status. +24/-9
Documentation	README.md Add error handling example to CLI documentation                    cli/README.md Added example for error handling in julep run. Demonstrated error output for invalid task IDs. +7/-0      commands.mdx Document error handling for invalid task execution              documentation/julepcli/commands.mdx Added example for invalid task ID in julep run. Showcased error output for failed execution creation. +4/-0      CHANGELOG.md Record execution logic and docs update in changelog            CHANGELOG.md Added changelog entry for new execution logic in julep run. Noted documentation improvements for error handling. +5/-0

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[qodo-merge-for-open-source[bot]]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 No relevant tests

🔒 No security concerns identified

⚡ Recommended focus areas for review Error Handling The error handling in the execution creation process could be more specific. Currently, it catches all exceptions with a generic handler, which might mask specific error types that could be handled differently. except Exception as e: error_console.print( f"[bold red]Error creating execution: {e}[/bold red]", highlight=True, ) raise typer.Exit(1)

[qodo-merge-for-open-source[bot]]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
General	Complete progress indicator The progress spinner is started but never completed or updated. Add progress completion after the execution is created to properly finalize the progress indicator and provide better user feedback. cli/src/julep_cli/run.py [73-83] with Progress( SpinnerColumn(), TextColumn("[progress.description]{task.description}"), transient=True, console=console, ) as progress: try: run_task = progress.add_task("Creating execution...", start=False) progress.start_task(run_task) execution = create_execution(client, str(task), task_input) + progress.update(run_task, completed=True) [Suggestion processed] Suggestion importance[1-10]: 6 __ Why: The suggestion improves user feedback by ensuring the progress spinner is properly completed after execution creation, which enhances the CLI experience but does not affect core functionality or correctness.	Low
[ ] Update

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