# #parsing

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Page: https://videotomd.com/t/parsing/
Briefs: 4

- [Isolate Dataset Load and Parse Failures](https://videotomd.com/b/text-local-isolate-dataset-load-failures-6282f5a90929/index.md): Keep missing or malformed datasets from aborting an otherwise usable multi-dataset response.
- [Make serving views read one typed data root](https://videotomd.com/b/text-local-read-serving-views-from-one-typed-root-013a01ef9967/index.md): Remove duplicate parsing while preserving consumer-facing validation.
- [Parse Ranges Without Hiding Missing Indicators](https://videotomd.com/b/text-local-range-parser-completeness-e8c930c20651/index.md): Preserve range endpoints, support alternate phrasing, and fail ingestion when any required indicator produces no rows.
- [Parse signed percentages without hiding conflicts](https://videotomd.com/b/text-local-parse-signed-percentages-with-conflict-flags-013a01ef9967/index.md): Accept signed percentages, reject currency-shaped strings, and expose contradictory signs.