[draft] Output dataset#360
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📝 "TODO" Changes DetectedSummary: ➕ 5 "TODO"s added ➕ Added "TODO"s (5)
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# Conflicts: # .gitignore # bfabric_app_runner/src/bfabric_app_runner/output_registration/register.py
Wires `_save_annotations` to `bfabric.operations.dataset.create_dataset` (landed in #500) instead of leaving it as a NotImplementedError stub. Threads `workunit_definition` into the save path so the annotation dataset is attached to the right workunit/container. Tightens the annotation spec: adds an optional `name` field, defaults `IncludeResourceRef.anchor` to `""`, drops the unused `update_existing` from `IncludeDatasetRef`, and removes the `UpdateExisting` import (which had created an import cycle). Reintroduces `OutputsSpec.read_yaml` as a model-returning helper and switches `register_outputs` and `cmd_validate_outputs_spec` to it. Fixes a latent bug in `generate_output_table` where an empty `include_tables` list crashed `pl.concat`; now raises a clear error when both lists are empty. Tests: adds `TestSaveAnnotations` with three mock-client cases, covers `OutputsSpec.read_yaml` round-trip, updates the existing anchor expectation from None to "". "Update existing dataset" remains deferred — no `Workunit.output_dataset` field exists today, so locating a prior dataset needs its own design.
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