🚧 BIBM test by Catatomik · Pull Request #1 · Cata-Dev/RAPTOR

Catatomik · 2022-02-24T18:44:18Z

Test BIBM with RAPTOR

See w/@GhostOcter

Catatomik · 2022-02-24T22:47:20Z

⚠️ Currently not viable : memory leak from worker pool (8.5 Go RAM at 900 stops computed over 4400).

Catatomik · 2023-02-04T00:18:17Z

⚡ Optimizations

All-to-all, no constraint : 10 minuts/1.8Go
All-to-all, 5km constraint : 2 minuts/600Mo

Catatomik · 2023-02-25T23:12:00Z

Benchmarks at this moment

To :

Query the database
Make the foot graph
Compute approached stops
Refresh the graph by inserting approached stops
Compute paths from all stops to all stops
Update the database (insert graph & paths)

❌ Compute & write GEOJSONS ➡️ need more RAM (store more data on edges/nodes)

Domain restricted to `44.813926, -0.581271` - `44.793123, -0.632578`

Without paths computing : 00:04:669 run 10 times, debug mode
With paths computing : 00:04:210 run 10 times, debug mode

No domain restriction

Without paths computing
- With 5km restriction : 02:52:649 run 1 time, 1.5GB peak, 300MB end
- Without distance restriction : ?
With paths computing
- With 5km restriction : 04:02:903, run 1 time, 1.6GB peak, 300MB end
- Without distance restriction : ?

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/index.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/index.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/index.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

Catatomik · 2025-09-05T13:23:35Z

Actions will now fail because pnpm install cannot succeed: it would require to build bibm, and it's currently impossible in GitHub CI (see Cata-Dev/Best-itinerary-Bordeaux-Metropole#1358).

src/test/index.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

src/test/index.ts

src/test/lintScheduledRoutes.ts

src/test/utils/benchmark.ts

qltysh · 2025-10-16T20:16:14Z

src/test/index.ts

+async function queryData(fpReqLen: number) {
+  console.debug("Querying data...");
+  const sourceDB = await initDB("bibm");
+  const computeDB = await initDB("bibm-compute");
+  const TBMStopsModel = TBMStopsModelInit(sourceDB);
+  const SNCFStopsModel = SNCFStopsModelInit(sourceDB);
+  const TBMSchedulesModel = TBMSchedulesModelInit(sourceDB)[1];
+  const TBMScheduledRoutesModel = TBMScheduledRoutesModelInit(sourceDB);
+  const SNCFScheduledRoutesModel = SNCFScheduledRoutesModelInit(sourceDB);
+  const NonScheduledRoutesModel = NonScheduledRoutesModelInit(sourceDB);
+
+  const resultModel = ResultModelInit(computeDB);
+
+  /** DB Types */
+
+  // Stops
+  // TBM
+  const dbTBMStopProjection = { _id: 1 } satisfies Partial<Record<keyof dbTBM_Stops, 1>>;
+  type TBMStop = Pick<dbTBM_Stops, keyof typeof dbTBMStopProjection>;
+
+  // SNCF
+  const dbSNCFStopProjection = { _id: 1 } satisfies Partial<Record<keyof dbSNCF_Stops, 1>>;
+  type SNCFStop = Pick<dbSNCF_Stops, keyof typeof dbSNCFStopProjection>;
+
+  // Schedules
+  const schedulesProjection = { arr_int_hor: 1, dep_int_hor: 1 } satisfies Partial<Record<keyof Schedule, 1>>;
+  type dbSchedule = Pick<Schedule, keyof typeof schedulesProjection>;
+
+  // Scheduled Routes
+  // TBM
+  const dbTBMSchedulesProjection = { hor_theo: 1 } satisfies Partial<Record<keyof dbTBM_Schedules_rt, 1>>;
+  const dbTBMScheduledRoutesProjection = { _id: 1, stops: 1, trips: 1 } satisfies Partial<Record<keyof dbTBM_ScheduledRoutes, 1>>;
+  type dbTBMScheduledRoute = Pick<dbTBM_ScheduledRoutes, keyof typeof dbTBMScheduledRoutesProjection>;
+  interface TBMScheduledRoutesOverwritten /* extends dbTBM_ScheduledRoutes */ {
+    _id: UnpackRefType<dbTBMScheduledRoute["_id"]>;
+    stops: UnpackRefType<dbTBMScheduledRoute["stops"]>;
+    trips: {
+      // Not a Document because of lean
+      schedules: (Pick<dbTBM_Schedules_rt, keyof typeof dbTBMSchedulesProjection> & dbSchedule)[];
+    }[];
+  }
+  type TBMScheduledRoute = Override<dbTBMScheduledRoute, TBMScheduledRoutesOverwritten>;
+
+  // SNCF
+  const dbSNCFSchedulesProjection = { baseArrival: 1, baseDeparture: 1 } satisfies Partial<Record<keyof dbSNCF_Schedules, 1>>;
+  const dbSNCFScheduledRoutesProjection = { _id: 1, stops: 1, trips: 1 } satisfies Partial<Record<keyof dbSNCF_ScheduledRoutes, 1>>;
+  type dbSNCFScheduledRoute = Pick<dbSNCF_ScheduledRoutes, keyof typeof dbSNCFScheduledRoutesProjection>;
+  interface SNCFScheduledRoutesOverwritten /* extends dbSNCF_ScheduledRoutes */ {
+    stops: UnpackRefType<dbSNCFScheduledRoute["stops"]>;
+    trips: {
+      // Not a Document because of lean
+      schedules: (Pick<dbSNCF_Schedules, keyof typeof dbSNCFSchedulesProjection> & dbSchedule)[];
+    }[];
+  }
+  type SNCFScheduledRoute = Omit<dbSNCFScheduledRoute, keyof SNCFScheduledRoutesOverwritten> & SNCFScheduledRoutesOverwritten;
+
+  type ProviderRouteId = TBMScheduledRoute["_id"] | SNCFScheduledRoute["_id"];
+  // eslint-disable-next-line @typescript-eslint/no-duplicate-type-constituents
+  type ProviderStopId = TBMStop["_id"] | SNCFStop["_id"];
+
+  // Non Schedules Routes
+  const dbNonScheduledRoutesProjection = { from: 1, to: 1, distance: 1 } satisfies Partial<Record<keyof dbFootPaths, 1>>;
+  type dbNonScheduledRoute = Pick<dbFootPaths, keyof typeof dbNonScheduledRoutesProjection>;
+
+  // Virtual IDs (stops routes) management
+
+  const stopIdsMappingF = new Map<`${Providers}-${ProviderStopId}`, number>();
+  const stopIdsMappingB = new Map<number, [ProviderStopId, Providers]>();
+  const TBMStopsCount = (await TBMStopsModel.estimatedDocumentCount()) * 1.5;
+  const SNCFStopsCount = (await SNCFStopsModel.estimatedDocumentCount()) * 1.5;
+  const stopIdsRanges = {
+    [Providers.TBM]: [0, TBMStopsCount, -1],
+    [Providers.SNCF]: [TBMStopsCount + 1, TBMStopsCount + 1 + SNCFStopsCount, -1],
+  } satisfies Record<string, [number, number, number]>;
+  const [mapStopId, unmapStopId] = makeMapId(stopIdsRanges, stopIdsMappingF, stopIdsMappingB);
+
+  const routeIdsMappingF = new Map<`${Providers}-${ProviderRouteId}`, number>();
+  const routeIdsMappingB = new Map<number, [ProviderRouteId, Providers]>();
+  // Memoizing allows us to only remember backward mapping, forward mapping is stored inside memoize
+  const TBMSRCount = (await TBMScheduledRoutesModel.estimatedDocumentCount()) * 1.5;
+  const SNCFSRCount = (await SNCFScheduledRoutesModel.estimatedDocumentCount()) * 1.5;
+  const routeIdsRanges = {
+    [Providers.TBM]: [0, TBMSRCount, -1],
+    [Providers.SNCF]: [TBMSRCount + 1, TBMSRCount + 1 + SNCFSRCount, -1],
+  } satisfies Record<string, [number, number, number]>;
+  const [mapRouteId, unmapRouteId] = makeMapId(routeIdsRanges, routeIdsMappingF, routeIdsMappingB);
+
+  // Non scheduled routes
+
+  // Query must associate (s, from) AND (from, s) forall s in stops !
+  const dbNonScheduledRoutes = (
+    (await NonScheduledRoutesModel.find<DocumentType<dbNonScheduledRoute>>(
+      { distance: { $lte: fpReqLen } },
+      { ...dbNonScheduledRoutesProjection, _id: 0 },
+    )
+      .lean()
+      .exec()) as dbNonScheduledRoute[]
+  ).reduce<Map<number, ConstructorParameters<typeof RAPTORData<unknown, number, number>>[1][number][2]>>((acc, { from, to, distance }) => {
+    const mappedFrom = mapStopId(parseInt(from.substring(3).split("-")[0]), parseInt(from.split("-")[1]));
+    const mappedTo = mapStopId(parseInt(to.substring(3).split("-")[0]), parseInt(to.split("-")[1]));
+
+    for (const [from, to] of [
+      [mappedFrom, mappedTo],
+      [mappedTo, mappedFrom],
+    ]) {
+      let stopNonScheduledRoutes = acc.get(from);
+      if (!stopNonScheduledRoutes) {
+        stopNonScheduledRoutes = [];
+        acc.set(from, stopNonScheduledRoutes);
+      }
+
+      stopNonScheduledRoutes.push({ length: distance, to });
+    }
+
+    return acc;
+  }, new Map());
+
+  // TBM stops & routes
+
+  const dbTBMScheduledRoutes = (
+    (await TBMScheduledRoutesModel.find<DocumentType<TBMScheduledRoute>>({}, dbTBMScheduledRoutesProjection)
+      .populate("trips.schedules", { ...schedulesProjection, ...dbTBMSchedulesProjection, _id: 0, __t: 0 })
+      .lean()
+      .exec()) as TBMScheduledRoute[]
+  ).map(({ _id, stops, trips }) => ({
+    _id,
+    stops: stops.map((stop) => mapStopId(Providers.TBM, stop)),
+    trips,
+  }));
+
+  const TBMStops = dbTBMScheduledRoutes.reduce<Map<number, [number[], Exclude<ReturnType<(typeof dbNonScheduledRoutes)["get"]>, undefined>]>>(
+    (acc, { _id: routeId, stops }) => {
+      for (const stopId of stops) {
+        let stop = acc.get(stopId);
+        if (!stop) {
+          stop = [[], dbNonScheduledRoutes.get(stopId) ?? []];
+          acc.set(stopId, stop);
+        }
+
+        stop[0].push(mapRouteId(Providers.TBM, routeId));
+      }
+
+      return acc;
+    },
+    new Map(
+      (
+        (await TBMStopsModel.find<DocumentType<TBMStop>>({ coords: { $not: { $elemMatch: { $eq: Infinity } } } }, dbTBMStopProjection)
+          .lean()
+          .exec()) as TBMStop[]
+      ).map(({ _id }) => {
+        const mappedId = mapStopId(Providers.TBM, _id);
+
+        return [mappedId, [[], dbNonScheduledRoutes.get(mappedId) ?? []]];
+      }),
+    ),
+  );
+
+  // SNCF stops & routes
+
+  const dbSNCFScheduledRoutes = (
+    (await SNCFScheduledRoutesModel.find<DocumentType<SNCFScheduledRoute>>({}, dbSNCFScheduledRoutesProjection)
+      .populate("trips.schedules", { ...schedulesProjection, ...dbSNCFSchedulesProjection, _id: 0 })
+      .lean()
+      .exec()) as SNCFScheduledRoute[]
+  ).map(({ _id, stops, trips }) => ({
+    _id,
+    stops: stops.map((stop) => mapStopId(Providers.SNCF, stop)),
+    trips,
+  }));
+
+  const SNCFStops = dbSNCFScheduledRoutes.reduce<Map<number, [number[], Exclude<ReturnType<(typeof dbNonScheduledRoutes)["get"]>, undefined>]>>(
+    (acc, { _id: routeId, stops }) => {
+      for (const stopId of stops) {
+        let stop = acc.get(stopId);
+        if (!stop) {
+          stop = [[], dbNonScheduledRoutes.get(stopId) ?? []];
+          acc.set(stopId, stop);
+        }
+
+        stop[0].push(mapRouteId(Providers.SNCF, routeId));
+      }
+
+      return acc;
+    },
+    new Map(
+      (
+        (await SNCFStopsModel.find<DocumentType<SNCFStop>>({ coords: { $not: { $elemMatch: { $eq: Infinity } } } }, dbSNCFStopProjection)
+          .lean()
+          .exec()) as SNCFStop[]
+      ).map(({ _id }) => {
+        const mappedId = mapStopId(Providers.SNCF, _id);
+
+        return [mappedId, [[], dbNonScheduledRoutes.get(mappedId) ?? []]];
+      }),
+    ),
+  );
+  return {
+    TBMStops,
+    SNCFStops,
+    dbTBMScheduledRoutes,
+    dbSNCFScheduledRoutes,
+    dbNonScheduledRoutes,
+    TBMSchedulesModel,
+    resultModel,
+    mapStopId,
+    unmapStopId,
+    mapRouteId,
+    unmapRouteId,
+  };


Function with many returns (count = 6): queryData [qlty:return-statements]

qltysh · 2025-10-16T20:16:14Z

src/test/index.ts

+  const TBMStops = dbTBMScheduledRoutes.reduce<Map<number, [number[], Exclude<ReturnType<(typeof dbNonScheduledRoutes)["get"]>, undefined>]>>(
+    (acc, { _id: routeId, stops }) => {
+      for (const stopId of stops) {
+        let stop = acc.get(stopId);
+        if (!stop) {
+          stop = [[], dbNonScheduledRoutes.get(stopId) ?? []];
+          acc.set(stopId, stop);
+        }
+
+        stop[0].push(mapRouteId(Providers.TBM, routeId));
+      }
+
+      return acc;
+    },
+    new Map(
+      (
+        (await TBMStopsModel.find<DocumentType<TBMStop>>({ coords: { $not: { $elemMatch: { $eq: Infinity } } } }, dbTBMStopProjection)
+          .lean()
+          .exec()) as TBMStop[]
+      ).map(({ _id }) => {
+        const mappedId = mapStopId(Providers.TBM, _id);
+
+        return [mappedId, [[], dbNonScheduledRoutes.get(mappedId) ?? []]];
+      }),
+    ),


Found 26 lines of similar code in 2 locations (mass = 172) [qlty:similar-code]

qltysh · 2025-10-16T20:16:14Z

src/test/index.ts

+  const SNCFStops = dbSNCFScheduledRoutes.reduce<Map<number, [number[], Exclude<ReturnType<(typeof dbNonScheduledRoutes)["get"]>, undefined>]>>(
+    (acc, { _id: routeId, stops }) => {
+      for (const stopId of stops) {
+        let stop = acc.get(stopId);
+        if (!stop) {
+          stop = [[], dbNonScheduledRoutes.get(stopId) ?? []];
+          acc.set(stopId, stop);
+        }
+
+        stop[0].push(mapRouteId(Providers.SNCF, routeId));
+      }
+
+      return acc;
+    },
+    new Map(
+      (
+        (await SNCFStopsModel.find<DocumentType<SNCFStop>>({ coords: { $not: { $elemMatch: { $eq: Infinity } } } }, dbSNCFStopProjection)
+          .lean()
+          .exec()) as SNCFStop[]
+      ).map(({ _id }) => {
+        const mappedId = mapStopId(Providers.SNCF, _id);
+
+        return [mappedId, [[], dbNonScheduledRoutes.get(mappedId) ?? []]];
+      }),
+    ),


Found 26 lines of similar code in 2 locations (mass = 172) [qlty:similar-code]

qltysh · 2025-10-16T20:16:14Z

src/test/index.ts

+async function insertResults<TimeVal extends Timestamp | InternalTimeInt, V, CA extends [V, string][]>(
+  resultModel: Awaited<ReturnType<typeof queryData>>["resultModel"],
+  unmapStopId: Awaited<ReturnType<typeof queryData>>["unmapStopId"],
+  unmapRouteId: Awaited<ReturnType<typeof queryData>>["unmapRouteId"],
+  timeType: Time<TimeVal>,
+  from: [mappedId: number, LocationAddress | LocationTBM],
+  to: [mappedId: number, LocationAddress | LocationTBM],
+  departureTime: TimeVal,
+  settings: RAPTORRunSettings,
+  results: ReturnType<BaseRAPTOR<TimeVal, SharedID, number, V, CA>["getBestJourneys"]>,


Function with many parameters (count = 9): insertResults [qlty:function-parameters]

qltysh · 2025-10-16T20:16:15Z

src/test/lintScheduledRoutes.ts

+  async function lintScheduledRoutes({ dbScheduledRoutes, TBMScheduledRoutesModel, TBMLinesRoutesModel }: Awaited<ReturnType<typeof queryData>>) {
+    // Lint schedules routes
+    console.debug("Linting...");
+
+    for await (const scheduledRoute of dbScheduledRoutes)
+      for (const [tripIndex, trip] of scheduledRoute.trips.entries())
+        for (const [i, schedule] of trip.schedules.entries())
+          if (typeof schedule !== "object" || (schedule.rs_sv_arret_p !== Infinity && schedule.rs_sv_arret_p !== scheduledRoute.stops[i])) {
+            const scheduledRoutePop = await TBMScheduledRoutesModel.populate(scheduledRoute, { path: "_id", options: { lean: true } });
+            scheduledRoutePop._id = await TBMLinesRoutesModel.populate(scheduledRoutePop._id, { path: "rs_sv_ligne_a", options: { lean: true } });
+
+            console.log(
+              `Route ${typeof scheduledRoutePop._id === "object" ? `${typeof scheduledRoutePop._id.rs_sv_ligne_a === "object" ? scheduledRoutePop._id.rs_sv_ligne_a.libelle : scheduledRoutePop._id.rs_sv_ligne_a} ${scheduledRoutePop._id.libelle} (${scheduledRoutePop._id._id})` : scheduledRoutePop._id}, trip idx ${tripIndex} (${trip.tripId}): at idx ${i}, schedule's stop ${typeof schedule === "object" ? `${schedule.rs_sv_arret_p as number} / ${schedule.hor_theo.toLocaleString()}` : `${schedule} [NOT POPULATED]`} !== stop ${scheduledRoute.stops[i]}`,
+            );
+          }


Function with high complexity (count = 28): lintScheduledRoutes [qlty:function-complexity]

qltysh · 2025-10-16T20:16:15Z

src/test/lintScheduledRoutes.ts

+            scheduledRoutePop._id = await TBMLinesRoutesModel.populate(scheduledRoutePop._id, { path: "rs_sv_ligne_a", options: { lean: true } });
+
+            console.log(
+              `Route ${typeof scheduledRoutePop._id === "object" ? `${typeof scheduledRoutePop._id.rs_sv_ligne_a === "object" ? scheduledRoutePop._id.rs_sv_ligne_a.libelle : scheduledRoutePop._id.rs_sv_ligne_a} ${scheduledRoutePop._id.libelle} (${scheduledRoutePop._id._id})` : scheduledRoutePop._id}, trip idx ${tripIndex} (${trip.tripId}): at idx ${i}, schedule's stop ${typeof schedule === "object" ? `${schedule.rs_sv_arret_p as number} / ${schedule.hor_theo.toLocaleString()}` : `${schedule} [NOT POPULATED]`} !== stop ${scheduledRoute.stops[i]}`,


Found 2 issues:

1. Deeply nested control flow (level = 5) [qlty:nested-control-flow]

2. Deeply nested control flow (level = 5) [qlty:nested-control-flow]

qltysh · 2025-10-16T20:16:15Z

src/test/utils/benchmark.ts

+export async function benchmark<F extends (...args: any[]) => any>(
+  this: unknown,
+  f: F,
+  args: Parameters<F>,
+  thisArg: unknown = this, // TODO : deeper look on thisArg + ThisType
+  times = 1,
+  logStats = true,


Function with many parameters (count = 7): benchmark [qlty:function-parameters]

Catatomik self-assigned this Feb 24, 2022

Catatomik added 26 commits March 2, 2023 15:47

⚡ Remove useless timestamps

793143c

⚡ (memory) Sequential footPath insertion

0d20186

✨ unpackQueue

c3b6c41

✨ TypedEventEmitter

546cd98

✨ Use TypedEventEmitter + better typing

fd807a6

🎨 Prettier

02ebeb7

✨🚧🎨 waitForIdleWorker, implements events & Prettier

0297496

⚡🎨 Do not insert source into paths & Prettier

5673163

⚡🐛 Remove unused option

573c3ec

⚡🚧 (memory) Avoid storing already computed paths

dbae99f

💬

90e26fd

🐛🚧 Correctly insert & use segments

b83d634

🐛 Collection creation of discriminators

bd09982

🐛

333d793

🚧 Rename footPaths

7108b3c

🐛⚡

50fead2

🚧

5254475

🚧⚡ Count total paths

19c32fe

🏗️

419781b

Merge branch 'dev' into test-bibm

d573c21

🏗️

43c4cd7

🐛

b33d3f0

✨ binarySearch & binaryFilter, complete unpackRefType

6d4e273

Merge branch 'dev' into test-bibm

9b03aba

🐛 binaryFilter

c4b3938

✨ Main RAPTOR test

bd1411a

Merge branch 'dev' into test-bibm

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Catatomik and others added 2 commits August 22, 2025 17:18

🚨 Compatibility with isolatedModules

fc60b9b

Updating coverage badges

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Catatomik added 2 commits August 29, 2025 11:00

Merge branch 'dev' into test-bibm

f2f308e

🚧 Trip structure changes

9c4ec35

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Catatomik and others added 7 commits September 2, 2025 18:00

🐛✅ Error when iterating over shared empty stops or routes

a06348c

Merge branch 'dev' into test-bibm

feeb306

Merge branch 'dev' into test-bibm

00caba6

Updating coverage badges

fba682d

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d8790c6

⬆️➕ BIBM

5dd2d60

🚧 Rebase using BIBM, add SNCF

02be786

qltysh bot reviewed Sep 5, 2025

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🚧 Max RAPTOR rounds CLI argument

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✨ Support OTA

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Catatomik commented Feb 24, 2022 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Test BIBM with RAPTOR

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Catatomik commented Feb 24, 2022

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Catatomik commented Feb 4, 2023

⚡ Optimizations

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Catatomik commented Feb 25, 2023 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Benchmarks at this moment

Domain restricted to 44.813926, -0.581271 - 44.793123, -0.632578

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Catatomik commented Sep 5, 2025

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Catatomik commented Feb 24, 2022 •

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Catatomik commented Feb 25, 2023 •

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Domain restricted to `44.813926, -0.581271` - `44.793123, -0.632578`