Update to use dynamic publisher

[NicholasTurner23]

Description

This PR implements the dynamic kafka consumer.

Summary by CodeRabbit

• New Features
  • Introduced a new method for publishing data to Kafka topics, enhancing flexibility with message keys and partitioning.
• Bug Fixes
  • Updated existing methods to utilize the new publishing logic, ensuring consistent data transmission.
• Refactor
  • Improved the internal logic for data chunking and message sending for more efficient data transmission.

[coderabbitai]

Caution

Review failed

The pull request is closed.

📝 Walkthrough

Walkthrough

The pull request introduces significant changes to the MessageBrokerUtils class within the src/workflows/airqo_etl_utils/message_broker_utils.py file. The primary modification involves replacing the private method __send_data with a new public method publish_to_topic, enhancing the flexibility of data publishing to Kafka topics. Additionally, the update_hourly_data_topic and update_hourly_data_topic_ methods have been updated to utilize this new method, ensuring improved handling of message keys and partitioning.

Changes

File Path	Change Summary
src/workflows/airqo_etl_utils/message_broker_utils.py	- Added method publish_to_topic for publishing data to Kafka with optional message keys and partitioning. - Updated signatures for update_hourly_data_topic and update_hourly_data_topic_ to include return type annotations. - Refactored methods to call publish_to_topic instead of __send_data.

Possibly related PRs

• Update/kafka implementations [WIP] #3683: The changes in this PR also involve the MessageBrokerUtils class and include updates to the publish_to_topic method, which aligns with the refactoring of the data sending mechanism in the main PR.

Suggested reviewers

• Mnoble-19
• BenjaminSsempala
• Psalmz777

🎉 In the land of code where messages flow,
A new method emerged, with a powerful glow.
publish_to_topic, so flexible and bright,
Sends data to Kafka, with keys shining light.
Refactored and polished, now better it seems,
In the world of ETL, we’re living the dreams! 🌟

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