* feat: meilisearch bounding box intersection and map filtering
* feat: tiered clustering and polyline filtering based on bounding box diagonal
Addressing review comments with optimized performance and data accuracy:
- Implemented a two-tiered search strategy (Summary vs. Detailed) to provide 100% accurate cluster counts while minimizing metadata traffic.
- Added a client-side ID-based cache to eliminate redundant network requests for trails already in memory.
- Introduced tiered 'detail shedding' that dynamically hides small trail lines when zooming out to maintain smooth panning performance.
- Fixed Svelte 5 reactivity issues to ensure clusters reappear instantly when trail detail is shed.
- Consolidated zoom thresholds into centralized constants for system-wide consistency.
- Updated Meilisearch configuration to support efficient ID-based filtering.
* feat: implement server-side map clustering using Meilisearch and Supercluster
- Implemented SvelteKit server-side clustering route at `/api/v1/search/trails/cluster` using the `supercluster` library.
- Integrated backend search results with the new clustering endpoint to improve performance for large trail datasets.
- Fixed Svelte 5 reactivity in `MapWithElevationMaplibre.svelte` by making `mapLoaded` reactive and fixing destructuring of `` map data.
- Removed obsolete client-side zoom constraints (`minzoom`/`maxzoom`) from `TrailLayer`, `PreviewLayer`, and `ClusterLayer` to allow dynamic visibility controlled by backend attributes.
- Fixed a bug where unauthenticated users generated invalid Meilisearch filters.
- Optimized map page performance by caching bounding box and filter values in the route loader.
- Updated `ClusterLayer` font to `Noto Sans Regular` to match available tileserver resources.
* feat: implement dynamic polyline visibility based on result density
- Replaced static zoom-based diagonal thresholds with a dynamic "Top N" approach for polyline visibility.
- Updated `/api/v1/search/trails/cluster` to mark only the top `MAP_MAX_POLYLINES` (default 100) trails by bounding box diagonal as "large".
- Modified `trails_search_bounding_box` store function to always fetch polylines for trails marked as large, regardless of zoom level.
- Removed obsolete `MAP_*_ZOOM_DIAGONAL_LIMIT` constants and simplified map layer constructors by removing tier-based filtering.
- Updated environment configurations and documentation to use the new `PUBLIC_MAP_MAX_POLYLINES` variable.
* refactor: remove obsolete zoom-based map clustering thresholds
Following the transition to dynamic server-side clustering based on result density (Top N polylines), this commit removes all remaining zoom-based thresholds and logic.
- Removed PUBLIC_MAP_LOW_ZOOM_THRESHOLD, PUBLIC_MAP_MEDIUM_ZOOM_THRESHOLD, and PUBLIC_MAP_HIGH_ZOOM_THRESHOLD environment variables.
- Removed the 'mapClusterMinZoom' user setting from the schema, models, and settings UI.
- Simplified the map component and MapLibre layer managers by removing unused 'clusterMinZoom', 'minZoom', and 'maxZoom' parameters.
- Cleaned up obsolete 'map-cluster-zoom-level' translation keys across all locales.
- Updated documentation to reflect the removal of these variables.
* chore: remove map clustering debug logs
* docs: update changelog and fix global zoom feature disappearance
* fix: address PR reviews and refine map cluster/preview visuals
* feat: implement configurable map cluster zoom and trail start marker settings
* feat: render single unclustered shedded trails as start markers instead of cluster circles
* minor fixes
* minor ui changes
* fix missing entries in map list
* remove redundant map clustering zoom clamp
* fix merge issues
* fix merge issues
* fixes
* hide popup for trails without details
* several improvements
* prevent import of client trail_store in server cluster code
* update changelog
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Co-authored-by: slothful-vassal <89943360+slothful-vassal@users.noreply.github.com>
* initial commit
* add remote trail/list
* fix errors
* update to use new IRIs
* use origin in migration instead
* use UnsafeWithoutHooks
* fix trail/list order of operations
* fix remote trail/list fetch
* fixes list document update
* fix errors
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Co-authored-by: Christian Beutel <>
* Update db init code to verify that all the required environment
variables are set.
* Add a workaround for integration secret encryption code - make sure we
don't try to encrypt the secret twice.
This is needed due to the bug in the code which would encrypt secrets
even if they are already encrypted.
* fixes spelling & folder structure
---------
Co-authored-by: Christian Beutel <>
