Operator no longer has to accept the parser's suggested project /
location verbatim. Each cluster card now has editable typeahead inputs
that search existing projects (and existing locations within the chosen
project), with a "Create new: <typed>" fallback always available.
Solves the I-80-North-Fork case: of the 20+ cluster variants
("I-80-North Fork Bridges-I80 E. Abutment", "I-80- North Fork
Bridges-543 Plank Rd", etc.), operator types "I-80" in the Project
input, picks the existing project from the dropdown, and the cluster
attaches to it. Repeat for the other variants. No need to pre-create
the canonical project — though pre-creation still works fine if you'd
rather.
Backend (backend/routers/metadata_backfill.py):
- GET /api/admin/metadata_backfill/projects_search?q=&limit=
Returns existing projects matching by case-insensitive substring OR
rapidfuzz WRatio score >= 0.50. Substring matches sort to the top
(treated as exact for ordering). Includes location_count and
project_number/client_name in each result for disambiguation. Always
emits a "Create new: <q>" suggestion alongside the matches.
- GET /api/admin/metadata_backfill/locations_search?project_id=&q=&limit=
Same shape, scoped to a single project's vibration locations.
- POST /api/admin/metadata_backfill/apply now accepts four override
keys per cluster (was previously two):
project_id → attach to existing Project (operator picked from
typeahead)
project_name → create new with this name (operator typed a
custom name; existing project_name behaviour)
location_id → attach to existing MonitoringLocation; validated
against the chosen project_id so a stale location
FK can't sneak in
location_name → create new location with this name
Frontend (templates/admin/metadata_backfill.html):
- Each non-blank-meta cluster card now has two editable typeahead inputs
(Project + Location) pre-populated with the parser's suggested
values. Old static "Project: + Create new: X" / "≈ Fuzzy match" pills
replaced with compact hint lines under the inputs showing what the
current value will do.
- Typeahead dropdown opens on focus, debounced 150ms on type. Shows
matched existing entities with score badges (exact / NN%) plus a
"Create new: <typed>" option at the bottom. Click-to-pick fills the
text input and writes the entity id into a hidden field.
- Picking a new project clears the location id (forces re-pick under
the new project, avoids cross-project location FKs).
- _gatherOverrides re-wired to emit the new project_id / location_id
keys when the operator picked from the dropdown, falling back to
*_name when they typed free-form.
Backward-compatible: blank-meta clusters keep their existing "project_name
/ location_name" plain inputs and the override path still honours them.
Verified end-to-end:
- /projects_search?q=I-80 returns the existing "I-80 - North Fork
Bridge" project (score 1.0, has 4 locations) plus a "Create new"
option.
- /locations_search requires project_id (400 without it).
- Wizard page renders with typeahead wiring confirmed in HTML.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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