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/** | ||
* @jest-environment node | ||
*/ | ||
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import { readFileSync } from "node:fs"; | ||
import { resolve } from "node:path"; | ||
import { Worker } from "node:worker_threads"; | ||
import { inferFeatureAttributes } from "../../features"; | ||
import { HowsoWorkerClient } from "./HowsoWorkerClient"; | ||
import { NodeFileSystem } from "./filesystem"; | ||
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global.structuredClone = (val) => JSON.parse(JSON.stringify(val)); | ||
describe("Node HowsoWorkerClient", () => { | ||
let worker: Worker; | ||
let client: HowsoWorkerClient; | ||
beforeAll(async () => { | ||
worker = new Worker(resolve(__dirname, "../../tests/assets/NodeWorker.js")); | ||
const fs = new NodeFileSystem(worker); | ||
client = new HowsoWorkerClient(worker, fs, { | ||
trace: false, | ||
howsoUrl: resolve(__dirname, "../../engine/howso.caml"), | ||
}); | ||
await client.setup(); | ||
const dataPath = resolve(__dirname, "../../tests/assets/iris.json"); | ||
const data = JSON.parse(readFileSync(dataPath, { encoding: "utf8" })); | ||
const feature_attributes = await inferFeatureAttributes(data, "array", {}); | ||
const trainee = await client.createTrainee({ name: "My Trainee" }); | ||
await client.setFeatureAttributes(trainee.id, { feature_attributes }); | ||
}); | ||
afterAll(() => { | ||
worker?.terminate(); | ||
}); | ||
it("should queryTrainees", async () => { | ||
const trainees = await client.queryTrainees(); | ||
expect(trainees.length).toBe(1); | ||
expect(trainees[0].name).toBe("My Trainee"); | ||
}); | ||
}); |
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import { AbstractFileSystem } from "./AbstractFileSystem"; | ||
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export class BrowserFileSystem extends AbstractFileSystem<Worker> { | ||
protected readonly baseDir: string; | ||
protected readonly worker: Worker; | ||
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constructor(worker: Worker, baseDir?: string) { | ||
super(); | ||
this.worker = worker; | ||
this.baseDir = baseDir ?? "/app/"; | ||
} | ||
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public async prepareFile(parent: string, name: string, url: string): Promise<void> { | ||
return await this.createLazyFile(parent, name, url); | ||
} | ||
} |
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import type { Worker } from "node:worker_threads"; | ||
import { isNode } from "../../utilities"; | ||
import { AbstractFileSystem } from "./AbstractFileSystem"; | ||
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export class NodeFileSystem extends AbstractFileSystem<Worker> { | ||
protected readonly baseDir: string; | ||
protected readonly worker: Worker; | ||
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constructor(worker: Worker, baseDir?: string) { | ||
super(); | ||
if (!isNode) { | ||
throw new Error("NodeFileSystem is only valid in Node contexts."); | ||
} | ||
this.worker = worker; | ||
this.baseDir = baseDir ?? "/app/"; | ||
} | ||
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public async prepareFile(parent: string, name: string, url: string): Promise<void> { | ||
const { readFile } = await import("node:fs/promises"); | ||
const data = await readFile(url); | ||
this.writeFile(this.join(parent, name), data); | ||
} | ||
} |
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export * from "./AbstractFileSystem"; | ||
export * from "./BrowserFileSystem"; | ||
export * from "./NodeFileSystem"; |
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export * from "./client"; | ||
export * from "./files"; | ||
export * from "./filesystem"; | ||
export * from "./HowsoWorkerClient"; |
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import { AmalgamWasmService, initRuntime } from "@howso/amalgam-lang"; | ||
import { createRequire } from "node:module"; | ||
import { parentPort } from "node:worker_threads"; | ||
const require = createRequire(import.meta.url); | ||
const wasmDataUri = require.resolve("@howso/amalgam-lang/lib/amalgam-st.data"); | ||
const wasmUri = require.resolve("@howso/amalgam-lang/lib/amalgam-st.wasm"); | ||
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(async function () { | ||
const svc = new AmalgamWasmService((options) => { | ||
return initRuntime(options, { | ||
locateFile: (path) => { | ||
if (path.endsWith("amalgam-st.wasm")) { | ||
return wasmUri; | ||
} else if (path.endsWith("amalgam-st.data")) { | ||
return wasmDataUri; | ||
} | ||
return self.location.href + path; | ||
}, | ||
}); | ||
}); | ||
parentPort.onmessage = async (ev) => { | ||
svc.dispatch(ev); | ||
}; | ||
parentPort.postMessage({ type: "event", event: "ready" }); | ||
})(); |
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{"columns":["sepal_length","sepal_width","petal_length","petal_width","class"],"data":[[5.1,3.5,1.4,0.2,"Iris-setosa"],[4.9,3.0,1.4,0.2,"Iris-setosa"],[4.7,3.2,1.3,0.2,"Iris-setosa"],[4.6,3.1,1.5,0.2,"Iris-setosa"],[5.0,3.6,1.4,0.2,"Iris-setosa"],[5.4,3.9,1.7,0.4,"Iris-setosa"],[4.6,3.4,1.4,0.3,"Iris-setosa"],[5.0,3.4,1.5,0.2,"Iris-setosa"],[4.4,2.9,1.4,0.2,"Iris-setosa"],[4.9,3.1,1.5,0.1,"Iris-setosa"],[5.4,3.7,1.5,0.2,"Iris-setosa"],[4.8,3.4,1.6,0.2,"Iris-setosa"],[4.8,3.0,1.4,0.1,"Iris-setosa"],[4.3,3.0,1.1,0.1,"Iris-setosa"],[5.8,4.0,1.2,0.2,"Iris-setosa"],[5.7,4.4,1.5,0.4,"Iris-setosa"],[5.4,3.9,1.3,0.4,"Iris-setosa"],[5.1,3.5,1.4,0.3,"Iris-setosa"],[5.7,3.8,1.7,0.3,"Iris-setosa"],[5.1,3.8,1.5,0.3,"Iris-setosa"],[5.4,3.4,1.7,0.2,"Iris-setosa"],[5.1,3.7,1.5,0.4,"Iris-setosa"],[4.6,3.6,1.0,0.2,"Iris-setosa"],[5.1,3.3,1.7,0.5,"Iris-setosa"],[4.8,3.4,1.9,0.2,"Iris-setosa"],[5.0,3.0,1.6,0.2,"Iris-setosa"],[5.0,3.4,1.6,0.4,"Iris-setosa"],[5.2,3.5,1.5,0.2,"Iris-setosa"],[5.2,3.4,1.4,0.2,"Iris-setosa"],[4.7,3.2,1.6,0.2,"Iris-setosa"],[4.8,3.1,1.6,0.2,"Iris-setosa"],[5.4,3.4,1.5,0.4,"Iris-setosa"],[5.2,4.1,1.5,0.1,"Iris-setosa"],[5.5,4.2,1.4,0.2,"Iris-setosa"],[4.9,3.1,1.5,0.1,"Iris-setosa"],[5.0,3.2,1.2,0.2,"Iris-setosa"],[5.5,3.5,1.3,0.2,"Iris-setosa"],[4.9,3.1,1.5,0.1,"Iris-setosa"],[4.4,3.0,1.3,0.2,"Iris-setosa"],[5.1,3.4,1.5,0.2,"Iris-setosa"],[5.0,3.5,1.3,0.3,"Iris-setosa"],[4.5,2.3,1.3,0.3,"Iris-setosa"],[4.4,3.2,1.3,0.2,"Iris-setosa"],[5.0,3.5,1.6,0.6,"Iris-setosa"],[5.1,3.8,1.9,0.4,"Iris-setosa"],[4.8,3.0,1.4,0.3,"Iris-setosa"],[5.1,3.8,1.6,0.2,"Iris-setosa"],[4.6,3.2,1.4,0.2,"Iris-setosa"],[5.3,3.7,1.5,0.2,"Iris-setosa"],[5.0,3.3,1.4,0.2,"Iris-setosa"],[7.0,3.2,4.7,1.4,"Iris-versicolor"],[6.4,3.2,4.5,1.5,"Iris-versicolor"],[6.9,3.1,4.9,1.5,"Iris-versicolor"],[5.5,2.3,4.0,1.3,"Iris-versicolor"],[6.5,2.8,4.6,1.5,"Iris-versicolor"],[5.7,2.8,4.5,1.3,"Iris-versicolor"],[6.3,3.3,4.7,1.6,"Iris-versicolor"],[4.9,2.4,3.3,1.0,"Iris-versicolor"],[6.6,2.9,4.6,1.3,"Iris-versicolor"],[5.2,2.7,3.9,1.4,"Iris-versicolor"],[5.0,2.0,3.5,1.0,"Iris-versicolor"],[5.9,3.0,4.2,1.5,"Iris-versicolor"],[6.0,2.2,4.0,1.0,"Iris-versicolor"],[6.1,2.9,4.7,1.4,"Iris-versicolor"],[5.6,2.9,3.6,1.3,"Iris-versicolor"],[6.7,3.1,4.4,1.4,"Iris-versicolor"],[5.6,3.0,4.5,1.5,"Iris-versicolor"],[5.8,2.7,4.1,1.0,"Iris-versicolor"],[6.2,2.2,4.5,1.5,"Iris-versicolor"],[5.6,2.5,3.9,1.1,"Iris-versicolor"],[5.9,3.2,4.8,1.8,"Iris-versicolor"],[6.1,2.8,4.0,1.3,"Iris-versicolor"],[6.3,2.5,4.9,1.5,"Iris-versicolor"],[6.1,2.8,4.7,1.2,"Iris-versicolor"],[6.4,2.9,4.3,1.3,"Iris-versicolor"],[6.6,3.0,4.4,1.4,"Iris-versicolor"],[6.8,2.8,4.8,1.4,"Iris-versicolor"],[6.7,3.0,5.0,1.7,"Iris-versicolor"],[6.0,2.9,4.5,1.5,"Iris-versicolor"],[5.7,2.6,3.5,1.0,"Iris-versicolor"],[5.5,2.4,3.8,1.1,"Iris-versicolor"],[5.5,2.4,3.7,1.0,"Iris-versicolor"],[5.8,2.7,3.9,1.2,"Iris-versicolor"],[6.0,2.7,5.1,1.6,"Iris-versicolor"],[5.4,3.0,4.5,1.5,"Iris-versicolor"],[6.0,3.4,4.5,1.6,"Iris-versicolor"],[6.7,3.1,4.7,1.5,"Iris-versicolor"],[6.3,2.3,4.4,1.3,"Iris-versicolor"],[5.6,3.0,4.1,1.3,"Iris-versicolor"],[5.5,2.5,4.0,1.3,"Iris-versicolor"],[5.5,2.6,4.4,1.2,"Iris-versicolor"],[6.1,3.0,4.6,1.4,"Iris-versicolor"],[5.8,2.6,4.0,1.2,"Iris-versicolor"],[5.0,2.3,3.3,1.0,"Iris-versicolor"],[5.6,2.7,4.2,1.3,"Iris-versicolor"],[5.7,3.0,4.2,1.2,"Iris-versicolor"],[5.7,2.9,4.2,1.3,"Iris-versicolor"],[6.2,2.9,4.3,1.3,"Iris-versicolor"],[5.1,2.5,3.0,1.1,"Iris-versicolor"],[5.7,2.8,4.1,1.3,"Iris-versicolor"],[6.3,3.3,6.0,2.5,"Iris-virginica"],[5.8,2.7,5.1,1.9,"Iris-virginica"],[7.1,3.0,5.9,2.1,"Iris-virginica"],[6.3,2.9,5.6,1.8,"Iris-virginica"],[6.5,3.0,5.8,2.2,"Iris-virginica"],[7.6,3.0,6.6,2.1,"Iris-virginica"],[4.9,2.5,4.5,1.7,"Iris-virginica"],[7.3,2.9,6.3,1.8,"Iris-virginica"],[6.7,2.5,5.8,1.8,"Iris-virginica"],[7.2,3.6,6.1,2.5,"Iris-virginica"],[6.5,3.2,5.1,2.0,"Iris-virginica"],[6.4,2.7,5.3,1.9,"Iris-virginica"],[6.8,3.0,5.5,2.1,"Iris-virginica"],[5.7,2.5,5.0,2.0,"Iris-virginica"],[5.8,2.8,5.1,2.4,"Iris-virginica"],[6.4,3.2,5.3,2.3,"Iris-virginica"],[6.5,3.0,5.5,1.8,"Iris-virginica"],[7.7,3.8,6.7,2.2,"Iris-virginica"],[7.7,2.6,6.9,2.3,"Iris-virginica"],[6.0,2.2,5.0,1.5,"Iris-virginica"],[6.9,3.2,5.7,2.3,"Iris-virginica"],[5.6,2.8,4.9,2.0,"Iris-virginica"],[7.7,2.8,6.7,2.0,"Iris-virginica"],[6.3,2.7,4.9,1.8,"Iris-virginica"],[6.7,3.3,5.7,2.1,"Iris-virginica"],[7.2,3.2,6.0,1.8,"Iris-virginica"],[6.2,2.8,4.8,1.8,"Iris-virginica"],[6.1,3.0,4.9,1.8,"Iris-virginica"],[6.4,2.8,5.6,2.1,"Iris-virginica"],[7.2,3.0,5.8,1.6,"Iris-virginica"],[7.4,2.8,6.1,1.9,"Iris-virginica"],[7.9,3.8,6.4,2.0,"Iris-virginica"],[6.4,2.8,5.6,2.2,"Iris-virginica"],[6.3,2.8,5.1,1.5,"Iris-virginica"],[6.1,2.6,5.6,1.4,"Iris-virginica"],[7.7,3.0,6.1,2.3,"Iris-virginica"],[6.3,3.4,5.6,2.4,"Iris-virginica"],[6.4,3.1,5.5,1.8,"Iris-virginica"],[6.0,3.0,4.8,1.8,"Iris-virginica"],[6.9,3.1,5.4,2.1,"Iris-virginica"],[6.7,3.1,5.6,2.4,"Iris-virginica"],[6.9,3.1,5.1,2.3,"Iris-virginica"],[5.8,2.7,5.1,1.9,"Iris-virginica"],[6.8,3.2,5.9,2.3,"Iris-virginica"],[6.7,3.3,5.7,2.5,"Iris-virginica"],[6.7,3.0,5.2,2.3,"Iris-virginica"],[6.3,2.5,5.0,1.9,"Iris-virginica"],[6.5,3.0,5.2,2.0,"Iris-virginica"],[6.2,3.4,5.4,2.3,"Iris-virginica"],[5.9,3.0,5.1,1.8,"Iris-virginica"]]} 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