Prompts for data pipelines, ETL workflows, data warehouse design, Apache Airflow DAGs, dbt models, and data quality frameworks.
15 prompts found
Airflow DAG for a daily ETL: sensors, backoff retries, SLA alerts, Great Expectations checks, idempotent tasks...
Get a dbt blueprint: staging/intermediate/marts layout, naming, testing, freshness and incremental models, wit...
Kafka topic design for an event domain: naming, partitioning, retention, compaction, Schema Registry evolution...
Change data capture from Postgres to a warehouse via Debezium and Kafka: replication setup, schema evolution,...
Generate a production Great Expectations test suite for a critical table: schema, nulls, ranges, FK checks, an...
Generate production-ready Airflow DAGs with task dependencies, error handling, SLA monitoring, and dynamic tas...
Design a layered dbt project structure with staging, intermediate, and mart models following best practices fo...
Design a data warehouse schema with fact and dimension tables, slowly changing dimensions, and query-optimized...
Design a robust error handling framework for ETL pipelines with dead letter queues, retry strategies, data qua...
Build a data quality framework with schema validation, statistical anomaly detection, referential integrity ch...
Design a real-time streaming data pipeline using Apache Kafka with schema registry, consumer groups, and exact...
Design a data lake structure with medallion architecture, partitioning strategies, file format selection, and...
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