for a single named DB column. - ``sanitize_json_for_db`` -- recursively sanitize strings inside dict/list/tuple. - ``sanitize_for_json`` -- convert numpy scalars/arrays to JSON-native types.
``layers['counts']`` (preferred), ``adata.raw.X``, or ``adata.X``. Normalized counts are detected and the script exits with a clear error. - Reproducible. Seed flows ...
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