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Egress

Egress is how processed data leaves a workflow: download files from Save File Export, call external APIs with REST API or GraphQL API nodes, or sync to catalog destinations through Data Connector nodes. Server-side runs keep export files on your workspace storage until you download them from the node or the Files UI.

Data Export

Automatically upload transformed data to internal or downstream warehouses, lakes, BI, accounting, and domain platforms.

MechanismDescription
Save File ExportCSV, TSV, PSV, XLS, JSON, XML, TXT, and FIX (.fix round-trip). Download from the node or the Files UI after a server run.
REST API nodeCall external HTTP APIs; map responses into the workflow dataset.
GraphQL API nodeExecute GraphQL queries against external endpoints.
Data Connector (Airbyte)Catalog destinations (and sources) through the same PyAirbyte path as ingress.

Save File Export can write .fix files with SOH delimiters and recomputed checksum fields (BodyLength, CheckSum). The canvas preview uses pipe delimiters for readability. Export requires mappable columns plus BeginString and MsgType on each row. See Supported formats for FIX import behaviour.

Outbound connectors and API nodes use the same Vault-backed secret model as ingress. Values resolve when a run executes; nothing sensitive is embedded in workflow config. See Data for the secrets model.