TogetherCrew / airflow-dags

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Fix: discord analyzer ETL dags! #212

Closed amindadgar closed 1 month ago

amindadgar commented 1 month ago

Summary by CodeRabbit

coderabbitai[bot] commented 1 month ago

Walkthrough

These changes involve refactoring the control flow within the ETL processes for analyzing Discord guilds. Major updates include modifying function return types, introducing new tasks to handle data processing, and adding conditional checks before loading transformed data. The updates improve the organization and efficiency of the data analysis workflows for Discord guilds.

Changes

Files Change Summary
dags/all_discord_guilds_analyzer_etl.py Refactored analyze_discord function to introduce analyze_discord_task for handling raw_data_etl and raw_members_etl.
dags/discord_guild_analyzer_etl.py Updated fetch_discord_platforms to return a single dictionary, added conditional checks before data loading, and adjusted Analyzer class instantiation and method calls.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant ETL_Process
    participant Task_Manager
    participant Analyzer

    User->>ETL_Process: Trigger analyze_discord
    ETL_Process->>Task_Manager: Create analyze_discord_task
    Task_Manager->>Analyzer: Pass raw_data_etl and raw_members_etl
    Analyzer->>Task_Manager: Return analysis results
    Task_Manager->>ETL_Process: Complete analyze_discord_task
    ETL_Process->>User: Return final analysis

Poem

Through code we weave our task anew,
With data flows so clean and true.
Discord guilds we now dissect,
In refactored paths we all connect.
Our ETL dance, a rabbit's delight,
Analyzing data, day and night.


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