Closed amindadgar closed 1 month ago
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.
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. |
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
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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Summary by CodeRabbit
Bug Fixes
Refactor
analyze_discord
function to better manage task assignments, improving code readability and maintainability.