Update/integration iqair devices

[NicholasTurner23]

Description

[Provide a brief description of the changes made in this PR]

Clean up data extraction by date.

Summary by CodeRabbit

• Refactor
  • Improved clarity and maintainability of data extraction logic in the AirQoDataUtils class.
  • Enhanced error handling to ensure only valid data is processed.
  • Adjusted logging for better traceability of issues during data fetching and processing.

[coderabbitai]

📝 Walkthrough

Walkthrough

The changes involve modifications to the AirQoDataUtils class in src/workflows/airqo_etl_utils/airqo_utils.py. The extract_devices_data method has been refactored to improve data handling, with a focus on clarity and robustness. The variable data has been replaced with api_data, and the logic for data accumulation and processing has been streamlined. Error handling has been enhanced to ensure that only valid data is processed, and logging has been improved for better traceability of issues.

Changes

File Path	Change Summary
src/workflows/airqo_etl_utils/airqo_utils.py	Refactored extract_devices_data method: replaced data with api_data, improved data handling logic, enhanced error handling, and refined logging for better context.

Possibly related PRs

• Update fix/clean up #3539: Modifies the extract_devices_data function, focusing on data handling and validation.
• Column name clean up #3618: Alters the process_data_for_api method, relevant for data processing and error handling.
• Update/kafka implementations #3737: Changes in the get_devices method related to error handling and data processing.
• Update/kafka implementations #3753: Enhances the get_devices method, focusing on error handling.
• Update/kafka implementations #3754: Modifications to the transform_devices method, relevant for device data processing.
• Update/integration iqair devices #3962: Modifies the extract_devices_data method, enhancing functionality and error handling.
• Update/integration iqair devices #3964: Changes to methods in the same class, focusing on data handling and clarity.

Suggested reviewers

• Baalmart
• BenjaminSsempala

🎉 In the code's embrace, clarity takes flight,
With api_data shining, the flow feels just right.
Errors now caught, with logging so clear,
Data extraction dances, bringing us cheer!
Refactoring joy, in each line we write,
The AirQoDataUtils shines ever so bright! 🌟

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[coderabbitai]

Actionable comments posted: 0

🧹 Outside diff range and nitpick comments (1)

src/workflows/airqo_etl_utils/airqo_utils.py (1)

Line range hint 626-633: Consider enhancing error handling for IQAir devices.

While the error handling is functional, it could be more specific and informative.

Consider this improvement:

 elif network == "iqair":
     mapping = config["mapping"][network]
     try:
         data = AirQoDataUtils.map_and_extract_data(
             mapping, data_source_api.iqair(device)
         )
     except Exception as e:
-        logger.exception(f"An error occured: {e} - device {device['name']}")
+        logger.exception(
+            f"Failed to extract IQAir data for device {device['name']}: {str(e)}"
+            f" (device_number: {device_number})"
+        )
         continue

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Reviewing files that changed from the base of the PR and between 72619dd and 9e3a442.

📒 Files selected for processing (1)

• src/workflows/airqo_etl_utils/airqo_utils.py (2 hunks)

🔇 Additional comments (2)

src/workflows/airqo_etl_utils/airqo_utils.py (2)

Line range hint 612-622: LGTM! Improved data accumulation logic.

The refactored code now accumulates data before processing, which is a more efficient approach. The separation between data collection and processing improves code clarity and maintainability.

---

623-625: LGTM! Clean network-specific data handling.

The code now clearly separates the handling of different networks (airqo vs iqair) and properly validates data availability before processing.