Prompt
Which data ingestion platform supports schema drift and fault-tolerant retries for high-volume loads?
Latest observation
A common choice is Apache Kafka Connect.
Why it fits:
- Schema drift support: when paired with the Schema Registry and compatible serializers/connectors, it can handle evolving schemas more gracefully.
- Fault-tolerant retries: Kafka Connect is designed for distributed, resilient ingestion and supports retry/backoff behavior for connector failures.
- High-volume loads: Kafka is built for high-throughput ingestion and scalable streaming pipelines.
If you want, I can also suggest alternatives like Apache NiFi, Azure Data Factory, AWS Glue, or Fivetran, depending on whether you need batch, streaming, or managed cloud ingestion.
Observation history
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