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add-datalake-consumer

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Stream events to Azure Data Lake in Parquet.

Data & Analytics#logging#azure#parquet#rabbitmq#data-architecture#datalake#event-ingestion
AuthorEdgame2
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Event consumer that subscribes to RabbitMQ and writes to Azure Data Lake (Parquet). Pattern: logging’s DataLakeCollector for risk.evaluated (BI_SALES_RISK_IMPLEMENTATION_PLAN §3.5, §9.1). BI Sales Risk: Paths and Parquet columns MUST match documentation/requirements/BI_SALES_RISK_DATA_LAKE_LAYOUT.md (§2.1 risk.evaluated, §2.2 ml_outcomes, §4 config).

Core Features & Use Cases

  • Subscribes to RabbitMQ queues and bindings to fill Data Lake rows with carefully mapped Parquet schema.
  • Writes Parquet files partitioned by year/month/day to Azure Blob storage, enabling efficient BI and ML data access.
  • Supports buffering and batching to optimize write throughput and cost. Use Case: Store risk.evaluated events for BI dashboards and ML pipelines, enabling time-partitioned analytics.

Quick Start

Configure data_lake and rabbitmq in config/default.yaml and start the server to run the Data Lake consumer.

Dependency Matrix

Required Modules

None required

Components

Standard package

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Please help me install this Skill:
Name: add-datalake-consumer
Download link: https://github.com/Edgame2/castiel2/archive/main.zip#add-datalake-consumer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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