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TogetherCrew / airflow-dags

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feat: Added processing of just one guild! #206

Closed amindadgar closed 1 month ago

amindadgar commented 1 month ago

also, the DAG that would process all is now renamed to all_discord_guilds_analyzer_etl.py

Summary by CodeRabbit

coderabbitai[bot] commented 1 month ago

Walkthrough

The overall change involves updating the dag_id for an existing DAG in all_discord_guilds_analyzer_etl.py and introducing a new DAG in discord_guild_analyzer_etl.py for processing Discord guild data. These updates improve the clarity and organization of DAG identifiers and enhance data processing capabilities.

Changes

File Change Summary
dags/all_discord_guilds_analyzer_etl.py Updated the dag_id parameter from "discord_analyzer_etl" to "all_discord_guilds_analyzer_etl".
dags/discord_guild_analyzer_etl.py Added a new DAG for processing Discord guild data, including tasks for fetching, ETL, and analysis.

Sequence Diagram(s)

New Discord Guild ETL Process

sequenceDiagram
    participant Airflow
    participant DiscordAPI
    participant Database

    Airflow->>DiscordAPI: fetch_discord_platforms()
    DiscordAPI-->>Airflow: platform_info

    Airflow->>DiscordAPI: discord_etl_raw_data(platform_info)
    DiscordAPI-->>Airflow: raw_data

    Airflow->>DiscordAPI: discord_etl_raw_members(platform_info)
    DiscordAPI-->>Airflow: members_data

    Airflow->>Airflow: transform_data(raw_data, members_data)

    Airflow->>Database: load_transformed_data(transformed_data)
    Database-->>Airflow: acknowledgment

    Airflow->>Airflow: analyze_discord(transformed_data)
    Airflow-->>Airflow: analysis_results

Poem

In the world of Discord's digital tale,
🐇 We update DAGs and set new sails.
Data flows in streams so clear,
With every task, we persevere.
New guilds analyzed, insights bold,
In Airflow's arms, the stories told. 🌟

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