Derive properties using Functions

Functions can be used to create derived properties on objects. These can be displayed in the object view, shown in extended node labels and used to color nodes in the layer styling options.

Any function that meets the following criteria can be used as a derived property:

  • The method is exported as a function (using the @Function() decorator in TypeScript v1, or export default in TypeScript v2).
  • The method is public.
  • The method returns a map from objects to values (FunctionsMap<ObjectType, CustomType> in TypeScript v1, or Record<ObjectSpecifier<ObjectType>, CustomType> in TypeScript v2).
  • All keys in the map are objects.
  • All values in the map are primitives or a custom type with primitives for each field.
  • The method has been tagged for release.
  • The method operates on object sets (ExampleDataRoute[] or ObjectSet<ExampleDataRoute>, for example) and not a single object (such as ExampleDataRoute). This ensures the function isn't called for every object on the graph individually, which can be cause very slow performance for large graphs.
  • The method has no other inputs besides the object set.

For example:

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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 import { Function, FunctionsMap, Double } from "@foundry/functions-api"; import { ExampleDataRoute } from "@foundry/ontology-api"; export class VertexDerivedPropertyFunctions { @Function() public async flightCancellationPercentage( routes: ExampleDataRoute[], ): Promise<FunctionsMap<ExampleDataRoute, Double>> { const routeMap = new FunctionsMap<ExampleDataRoute, Double>(); const allFlights = await Promise.all( routes.map((route) => route.flights.allAsync()), ); for (let i = 0; i < routes.length; i++) { const route = routes[i]; const flights = allFlights[i]; const cancelledFlights = flights.filter( (flight) => flight.cancelled, ); const cancellationPercentage = (cancelledFlights.length / flights.length) * 100; routeMap.set(route, cancellationPercentage); } return routeMap; } }
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 import { ObjectSet, ObjectSpecifier } from "@osdk/client"; import { Double } from "@osdk/functions"; import { ExampleDataRoute } from "@ontology/sdk"; export default async function flightCancellationPercentage( routes: ObjectSet<ExampleDataRoute>, ): Promise<Record<ObjectSpecifier<ExampleDataRoute>, Double>> { const routeMap: Record<ObjectSpecifier<ExampleDataRoute>, Double> = {}; for await (const route of routes.asyncIter()) { const flights = await Array.fromAsync(route.$link.flights.asyncIter()); const cancelledFlights = flights.filter((flight) => flight.cancelled); const cancellationPercentage = (cancelledFlights.length / flights.length) * 100; routeMap[route.$objectSpecifier] = cancellationPercentage; } return routeMap; }