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CBDD/docs/features/geospatial-search.md

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# Geospatial Search
## Purpose And Business Outcome
Support location-aware queries such as nearest-neighbor and bounding-box lookups for geospatial workloads.
## Scope And Non-Goals
Scope:
- Spatial index configuration
- Proximity and bounding-box query operations
Non-goals:
- Full GIS projection transformations
- External map tile services
## User And System Workflows
1. Consumer configures spatial index for coordinate fields.
2. Coordinates are serialized and stored with entity payloads.
3. Query path evaluates `Near` or `Within` predicates.
4. Engine returns matching entities.
## Interfaces And APIs
- Spatial index APIs in model configuration
- Query helpers under `GeoSpatialExtensions`
- Index implementation in `RTreeIndex`
## Permissions And Data Handling
- Geolocation data may be regulated or privacy-sensitive.
- Apply least-privilege access and retention limits.
## Dependencies And Failure Modes
Dependencies:
- Correct coordinate format and units
- Spatial index consistency
Failure modes:
- Invalid coordinate values
- Unexpected results from bounding definitions or radius units
## Monitoring, Alerts, And Troubleshooting
- Validate geospatial paths through dedicated stress and correctness tests.
- Use [`../runbook.md`](../runbook.md) for escalation.
- Follow [`../security.md`](../security.md) for geolocation data protection controls.
- Use [`../troubleshooting.md`](../troubleshooting.md#query-and-index-issues) for issue resolution.
## Rollout And Change Considerations
- Document coordinate and unit assumptions in release notes when behavior changes.
- Validate backward compatibility for persisted spatial index pages.
## Validation Guidance
- Run `GeospatialTests` and `GeospatialStressTests` before release.
- Include representative proximity/bounding queries in smoke checks.