DataSpell DataFrame Viewer Architecture: Requirements, Design Boundaries, and Operational Checks
DataSpell’s DataFrame viewer uses a read‑only, virtualized table that receives a serializable snapshot from the kernel, enforcing strict data‑boundary rules, size‑limit truncation, and graceful fallback for unsupported types.
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