Amadeus has deep, pluggable, integration with various file formats, databases and interfaces:

Data format Source Destination
CSV
JSON
XML 👐  
Parquet 🔨
Avro 🔨  
PostgreSQL 🔨
HDF5 👐  
Redshift 👐  
CloudFront Logs
Common Crawl
S3 🔨
HDFS 👐 👐

✔ = Working
🔨 = Work in Progress
👐 = Requested: check out the issue for how to help!