Module bake_pipeline 

Cold-path NQuin → Tensor10D baking (ingest / encode tier).

Hot-path queries read baked SOA volumes; this module runs at ingest only.

Constants

PRED_GEO_VERTEX

PRED_HAS_SPECTRAL_SHEET

Bake-time link to mmap STFT/CQT sidecar (spectral/audio/{hash}.bin).

Functions

audio_sidecar_relpath

Relative sidecar path under storage root — zero-heap (spectral/audio/{hash:016x}.bin).

bake_quin_to_tensor

Bake a single NQuin into a ground-truth Tensor10D node.

bake_quins_into

Write baked tensors into caller buffer; returns count written.

decode_packed_coord

Decode spatial_encode_wasm packed coordinates from an object field.

is_geo_vertex_quin

True when the Quin carries a baked geo vertex payload (not a hash-proxy xyz).

semantic_xyz_from_nquin

Semantic xyz: packed geo coords when present, else legacy hash spread.

sigma_sheet_index_from_nquin

σ sheet index from baked NQuin object when q42:hasSpectralSheet is present.