Qcdma-tool V2.0.9 -

Subcommands: ingest Run pipeline to move data from sources to sinks. validate Run QC checks against dataset or manifest. transform Apply transforms and produce outputs. serve Run as long-lived ingestion daemon. inspect Show dataset / manifest metadata. compact Consolidate chunked outputs into an archive. monitor Stream runtime metrics.