idempotent queue

[LuisJG8]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @LuisJG8, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces foundational changes aimed at enhancing the robustness and efficiency of data processing by moving towards an idempotent queue system. It includes a minor adjustment to the GitHub API rate limit handling and, more significantly, lays the groundwork for splitting large data retrieval tasks into smaller, more manageable, and idempotent units. This will help ensure that operations can be safely retried without unintended side effects and potentially improve processing speed.

Highlights

• API Rate Limit Adjustment: The GitHub API rate limit check in get_github_data has been adjusted to trigger at 4900 calls instead of 4990, providing a slightly earlier stop to prevent exceeding the limit.
• New Idempotent Task Placeholder: A new Celery task, get_more_data, has been introduced as a placeholder. This task is intended to split larger data retrieval operations into smaller, idempotent, and faster chunks, aligning with the goal of an 'idempotent queue'.

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[gemini-code-assist]

Code Review

This pull request introduces a new placeholder Celery task get_more_data and adjusts the rate limit check threshold in the get_github_data function. The change in the rate limit check uses a magic number, which could lead to maintainability issues. The new task is currently empty, indicating incomplete functionality.

[gemini-code-assist]

The change from 4990 to 4900 for the rate limit check uses a magic number. It's generally better to define such thresholds as named constants to improve readability and maintainability. If the intention is to stop a certain number of calls before the actual rate_limit[1], this value should ideally be derived from rate_limit[1] to be more robust against changes in the API's total rate limit. For example, rate_limit[1] - 100 if the goal is to stop 100 calls before the limit.

Suggested change

	if int(counter) == 4900:
	if int(counter) == rate_limit[1] - 100:

[gemini-code-assist]

The get_more_data task is currently a placeholder with just pass. While the comment indicates future plans for idempotency and speed, an empty task can be misleading or suggest incomplete work. It would be better to either implement some initial logic or, if it's not ready, consider removing it for now to avoid deploying incomplete features. If it's a planned future enhancement, a TODO comment might be more appropriate within the function body.

Suggested change

	# split the task above into small chunks to make it idempotent and faster
	@app.task
	def get_more_data():
	pass
	# split the task above into small chunks to make it idempotent and faster
	@app.task
	def get_more_data():
	# TODO: Implement logic to split the main task into smaller, idempotent chunks
	pass