Raw data to the SDK schema

Files and live API data both resolve to the same typed schema, before any matching, decoding, or auditing happens.

Input

CSV export, or
Live exchange API

Goal

Normalize data into a shared schema.

Output

Observation data type
code ↗

flowchart TD
    CSV[CSV export] --> Q{Spec exists for
this file type?}
    API[Live exchange API] --> OBS[Observation]
    Q -- yes --> SPEC[YAML spec + CEL]
    Q -- no --> AI[AI spec generator]:::pending
    AI --> SPEC
    SPEC --> OBS

    classDef pending stroke-dasharray: 4 3

    click CSV call showNote("csv") "CSV export"
    click SPEC call showNote("spec") "YAML spec + CEL"
    click AI call showNote("ai") "AI spec generator"
    click API call showNote("api") "Live exchange API"
    click OBS call showNote("obs") "Observation schema"

Click a step for details.

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