mirror of
https://github.com/VibedByKaKi/t3-code-android-nightly.git
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874 lines
34 KiB
TypeScript
874 lines
34 KiB
TypeScript
import { OpenRouterClient, OpenRouterConfig, OpenRouterDecisionModel } from "@effect/ai-openrouter"
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import { assert, describe, it } from "@effect/vitest"
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import { Effect, Layer, Redacted, Result, Schema } from "effect"
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import { Decision, DecisionModel, Model } from "effect/ai"
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import { HttpClient, type HttpClientError, HttpClientRequest, HttpClientResponse } from "effect/http"
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const Ticket = Schema.Struct({
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message: Schema.String,
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orderId: Schema.String
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})
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const TicketTriage = Decision.make({
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input: Ticket,
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decisions: {
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department: Decision.classify({
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instructions: "Which team should handle this",
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criteria: {
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billing: "Payment or subscription issues",
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technical: "Bugs or integration problems",
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sales: "Pricing or account questions"
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}
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}),
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frustration: Decision.rate({
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instructions: "How frustrated the customer appears",
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criteria: ["Calm, just stating facts", "Frustrated but civil", "Very angry, strong language"]
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}),
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urgent: Decision.probability({
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instructions: "The message conveys urgency or time-sensitivity",
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criteria: {
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false: "No time pressure",
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true: "Needs action now"
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}
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})
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}
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})
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const ticket = {
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message: "Hi, I've been trying to connect my Stripe account for 3 days and it keeps failing. Please help ASAP.",
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orderId: "A-104"
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}
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const decisionsResponse = {
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model: "test/decision-model",
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answers: {
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department: {
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type: "choice",
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choice: "billing",
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probabilities: { billing: 0.84, technical: 0.159, sales: 0.001 },
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confidence: 0.596
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},
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frustration: {
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type: "score",
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score: 1.6,
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legend: {
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"0": "Calm, just stating facts",
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"1": "Frustrated but civil",
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"2": "Very angry, strong language"
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},
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probabilities: { "0": 0.05, "1": 0.3, "2": 0.65 },
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confidence: 0.78
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},
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urgent: {
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type: "noul",
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noul: 0.999
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}
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},
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usage: { input_tokens: 312, output_tokens: 48 }
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}
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describe("OpenRouterDecisionModel", () => {
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it.effect("accepts rounded choice probabilities that total 0.99", () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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neutral3: Decision.classify({
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instructions: "Choose a sentiment",
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criteria: { negative: "Negative", neutral: "Neutral", positive: "Positive" }
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})
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}
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "It is fine" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.succeed(jsonResponse(request, {
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model: "test/decision-model",
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answers: {
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neutral3: {
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type: "choice",
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choice: "neutral",
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probabilities: { negative: 0.02, neutral: 0.93, positive: 0.04 },
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confidence: 0.93
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}
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},
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usage: { input_tokens: 10, output_tokens: 5 }
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}))
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))
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)
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assert.strictEqual(answers.neutral3.label, "neutral")
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assert.closeTo(Object.values(answers.neutral3.probabilities).reduce((sum, value) => sum + value, 0), 1, 1e-6)
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}))
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for (
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const [name, probabilities, succeeds] of [
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["extra provider key", { a: 0.5, b: 0.5, extra: 0.01 }, true],
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["drift outside two-decimal rounding", { a: 0.49, b: 0.49 }, false],
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["out-of-range probability", { a: 1.01, b: -0.02 }, false],
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["all-zero distribution", { a: 0, b: 0 }, false],
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["eight rounded labels", { a: 0.12, b: 0.12, c: 0.12, d: 0.12, e: 0.12, f: 0.12, g: 0.12, h: 0.13 }, true]
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] as const
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) {
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it.effect(name, () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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choice: Decision.classify({
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instructions: "Pick a label",
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criteria: Object.fromEntries(
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Object.keys(probabilities).filter((key) => key !== "extra").map((key) => [key, key])
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)
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})
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}
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})
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const result = yield* Effect.result(
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DecisionModel.decide(definition, { input: "test" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.succeed(jsonResponse(request, {
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model: "test/decision-model",
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answers: { choice: { type: "choice", choice: "a", probabilities, confidence: 0.5 } },
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usage: { input_tokens: 1, output_tokens: 1 }
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}))
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))
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)
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)
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if (succeeds) {
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assert.isTrue(Result.isSuccess(result))
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if (Result.isSuccess(result)) {
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assert.closeTo(
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Object.values(result.success.answers.choice.probabilities).reduce((sum, value) => sum + value, 0),
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1,
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1e-6
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)
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if (name === "extra provider key") {
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assert.deepStrictEqual(result.success.answers.choice.probabilities, { a: 0.5, b: 0.5 })
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}
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}
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} else {
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assert.isTrue(Result.isFailure(result))
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if (Result.isFailure(result)) assert.strictEqual(result.failure.reason._tag, "InvalidOutputError")
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}
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}))
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}
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it.effect("normalizes rounded score probabilities", () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: { score: Decision.rate({ instructions: "Rate", criteria: ["low", "mid", "high"] }) }
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "test" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.succeed(jsonResponse(request, {
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model: "test/decision-model",
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answers: {
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score: { type: "score", score: 1, probabilities: { "0": 0.1, "1": 0.7, "2": 0.19 }, confidence: 0.7 }
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},
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usage: { input_tokens: 1, output_tokens: 1 }
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}))
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))
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)
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assert.closeTo(Object.values(answers.score.probabilities).reduce((sum, value) => sum + value, 0), 1, 1e-6)
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}))
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it.effect("omits absent probability criteria from the encoded question", () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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urgent: Decision.probability({ instructions: "Needs action now" })
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}
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "Help ASAP" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.gen(function*() {
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const { questions } = yield* getRequestBody(request)
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assert.deepStrictEqual(questions.urgent, {
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type: "noul",
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instructions: "Needs action now"
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})
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return jsonResponse(request, {
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model: "test/decision-model",
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answers: { urgent: { type: "noul", noul: 0.75 } },
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usage: { input_tokens: 20, output_tokens: 4 }
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})
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})
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))
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)
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assert.deepStrictEqual(answers.urgent, { probability: 0.75 })
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}))
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for (const key of ["__proto__", "constructor", "toString"]) {
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it.effect("round trips a classification label named " + key, () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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category: Decision.classify({
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instructions: "Choose a category",
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criteria: { [key]: "Special category", ordinary: "Ordinary category" }
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})
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}
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "Help" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.gen(function*() {
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const { questions } = yield* getRequestBody(request)
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const criteria = questions.category.criteria
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assert.isTrue(Object.hasOwn(criteria, key))
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assert.isTrue(Object.getOwnPropertyDescriptor(criteria, key)?.enumerable)
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assert.deepStrictEqual(Object.keys(criteria), [key, "ordinary"])
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assert.strictEqual(criteria[key], "Special category")
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assert.strictEqual(Object.getPrototypeOf(criteria), Object.prototype)
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return jsonResponse(request, {
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model: "test/decision-model",
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answers: {
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category: {
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type: "choice",
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choice: key,
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probabilities: { [key]: 0.75, ordinary: 0.25 },
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confidence: 0.5
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}
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},
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usage: { input_tokens: 10, output_tokens: 5 }
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})
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})
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))
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)
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const { label, probabilities } = answers.category
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assert.isTrue(Object.hasOwn(probabilities, key))
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assert.isTrue(Object.getOwnPropertyDescriptor(probabilities, key)?.enumerable)
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assert.deepStrictEqual(Object.keys(probabilities), [key, "ordinary"])
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assert.deepStrictEqual(probabilities, { [key]: 0.75, ordinary: 0.25 })
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assert.strictEqual(label, key)
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assert.strictEqual(Object.getPrototypeOf(probabilities), null)
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}))
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it.effect("maps a score distribution to a rate level named " + key, () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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intensity: Decision.rate({ instructions: "How intense", criteria: ["low", key, "high"] })
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}
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "Help" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.gen(function*() {
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const { questions } = yield* getRequestBody(request)
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assert.deepStrictEqual(questions.intensity.criteria, ["low", key, "high"])
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return jsonResponse(request, {
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model: "test/decision-model",
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answers: {
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intensity: {
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type: "score",
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score: 1.1,
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legend: { "0": "low", "1": key, "2": "high" },
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probabilities: { "0": 0.1, "1": 0.7, "2": 0.2 },
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confidence: 0.5
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}
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},
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usage: { input_tokens: 10, output_tokens: 5 }
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})
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})
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))
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)
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const { label, probabilities, rating } = answers.intensity
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assert.isTrue(Object.hasOwn(probabilities, key))
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assert.isTrue(Object.getOwnPropertyDescriptor(probabilities, key)?.enumerable)
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assert.deepStrictEqual(Object.keys(probabilities), ["low", key, "high"])
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assert.deepStrictEqual(probabilities, { low: 0.1, [key]: 0.7, high: 0.2 })
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assert.strictEqual(label, key)
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assert.strictEqual(rating, 1.1)
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assert.strictEqual(Object.getPrototypeOf(probabilities), null)
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}))
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it.effect("sends an own enumerable question named " + key, () =>
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Effect.gen(function*() {
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const definition = Decision.make({
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input: Schema.String,
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decisions: {
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[key]: Decision.probability({
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instructions: "Needs action now",
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criteria: { false: "No", true: "Yes" }
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})
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}
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})
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const { answers } = yield* DecisionModel.decide(definition, { input: "Help" }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.gen(function*() {
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const { questions } = yield* getRequestBody(request)
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assert.strictEqual(Object.getPrototypeOf(questions), Object.prototype)
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assert.isTrue(Object.hasOwn(questions, key))
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assert.isTrue(Object.getOwnPropertyDescriptor(questions, key)?.enumerable)
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assert.deepStrictEqual(Object.keys(questions), [key])
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assert.deepStrictEqual(questions[key], {
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type: "noul",
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instructions: "Needs action now",
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criteria: { false: "No", true: "Yes" }
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})
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return jsonResponse(request, {
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model: "test/decision-model",
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answers: { [key]: { type: "noul", noul: 0.75 } },
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usage: { input_tokens: 20, output_tokens: 4 }
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})
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})
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))
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)
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assert.strictEqual(Object.getPrototypeOf(answers), null)
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assert.isTrue(Object.hasOwn(answers, key))
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assert.isTrue(Object.getOwnPropertyDescriptor(answers, key)?.enumerable)
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assert.deepStrictEqual(Object.keys(answers), [key])
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assert.deepStrictEqual(answers[key], { probability: 0.75 })
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}))
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}
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for (
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const apiUrl of [
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"https://proxy.test/openrouter/v1",
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"https://proxy.test/openrouter/v1/",
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"https://proxy.test/openrouter",
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"https://proxy.test/openrouter/"
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]
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) {
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it.effect("resolves the alpha endpoint for " + apiUrl, () =>
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Effect.gen(function*() {
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const requests: Array<HttpClientRequest.HttpClientRequest> = []
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yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) => {
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requests.push(request)
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return Effect.succeed(jsonResponse(request, decisionsResponse))
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}, apiUrl))
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)
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assert.strictEqual(requests.length, 1)
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assert.strictEqual(requests[0].url, "https://proxy.test/openrouter/alpha/decisions")
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}))
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}
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it.effect("applies a scoped client transform only to the enclosed decisions request", () =>
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Effect.gen(function*() {
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const requests: Array<HttpClientRequest.HttpClientRequest> = []
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yield* Effect.gen(function*() {
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yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
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OpenRouterConfig.withClientTransform(
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HttpClient.mapRequest(HttpClientRequest.setHeader("x-decision-scope", "scoped"))
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)
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)
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yield* DecisionModel.decide(TicketTriage, { input: ticket })
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}).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) => {
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requests.push(request)
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return Effect.succeed(jsonResponse(request, decisionsResponse))
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}))
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)
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assert.strictEqual(requests.length, 2)
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assert.strictEqual(requests[0].headers["x-decision-scope"], "scoped")
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assert.isUndefined(requests[1].headers["x-decision-scope"])
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}))
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it.effect("rejects numeric state before making an HTTP request", () =>
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Effect.gen(function*() {
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const definition = Decision.make({ input: Schema.Number, decisions: TicketTriage.decisions })
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const error = yield* DecisionModel.decide(definition, { input: 42 }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer(() => Effect.die(new Error("Unexpected HTTP request")))),
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Effect.flip
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)
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assert.strictEqual(error._tag, "AiError")
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assert.strictEqual(error.reason._tag, "InvalidUserInputError")
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}))
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it.effect("maps a malformed successful response to a client InvalidOutputError", () =>
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Effect.gen(function*() {
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const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.succeed(jsonResponse(request, {
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...decisionsResponse,
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usage: { input_tokens: "not a number", output_tokens: 48 }
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}))
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)),
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Effect.flip
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)
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assert.strictEqual(error._tag, "AiError")
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assert.strictEqual(error.module, "OpenRouterClient")
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assert.strictEqual(error.method, "createDecisions")
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assert.strictEqual(error.reason._tag, "InvalidOutputError")
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}))
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it.effect("make constructs a DecisionModel service", () =>
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Effect.gen(function*() {
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const service = yield* OpenRouterDecisionModel.make({ model: "test/decision-model" })
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assert.isFunction(service.decide)
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}).pipe(Effect.provide(makeClientLayer(() => Effect.die(new Error("Unexpected HTTP request"))))))
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it.effect("forwards request config and scoped overrides", () =>
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Effect.gen(function*() {
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const requests: Array<HttpClientRequest.HttpClientRequest> = []
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yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
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Effect.provideService(OpenRouterDecisionModel.Config, { user: "scoped-user", trace: { trace_id: "scoped" } }),
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Effect.provide(OpenRouterDecisionModel.layer({
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model: "test/decision-model",
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config: {
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provider: { order: ["test-provider"] },
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session_id: "session-1",
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user: "default-user",
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trace: { trace_id: "default" }
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}
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})),
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Effect.provide(makeClientLayer((request) => {
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requests.push(request)
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return Effect.succeed(jsonResponse(request, decisionsResponse))
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}))
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)
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const body = yield* getRequestBody(requests[0])
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assert.deepStrictEqual(body.provider, { order: ["test-provider"] })
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assert.strictEqual(body.session_id, "session-1")
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assert.strictEqual(body.user, "scoped-user")
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assert.deepStrictEqual(body.trace, { trace_id: "scoped" })
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}))
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it.effect("accepts absent confidence, cost, id and provider without inventing values", () =>
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Effect.gen(function*() {
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const { confidence: _choiceConfidence, ...department } = decisionsResponse.answers.department
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const { confidence: _scoreConfidence, legend: _legend, ...frustration } = decisionsResponse.answers.frustration
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const { answers, usage } = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
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Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
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Effect.provide(makeClientLayer((request) =>
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Effect.succeed(jsonResponse(request, {
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...decisionsResponse,
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answers: { ...decisionsResponse.answers, department, frustration }
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}))
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))
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)
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assert.isUndefined(answers.department.confidence)
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assert.isUndefined(answers.frustration.confidence)
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|
assert.strictEqual(answers.frustration.label, "Very angry, strong language")
|
|
assert.strictEqual(answers.urgent.probability, 0.999)
|
|
assert.deepStrictEqual({ ...usage }, { inputTokens: 312, outputTokens: 48 })
|
|
}))
|
|
|
|
it.effect("drops provider-specific cost, id and provider metadata", () =>
|
|
Effect.gen(function*() {
|
|
const result = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(jsonResponse(request, {
|
|
...decisionsResponse,
|
|
id: "decision-1",
|
|
provider: "test-provider",
|
|
usage: { ...decisionsResponse.usage, cost: 0.001 }
|
|
}))
|
|
))
|
|
)
|
|
assert.deepStrictEqual({ ...result.usage }, { inputTokens: 312, outputTokens: 48 })
|
|
assert.isFalse("id" in result)
|
|
assert.isFalse("provider" in result)
|
|
assert.isFalse("cost" in result.answers.department)
|
|
}))
|
|
|
|
it.effect("fails with InvalidOutputError when a choice answer omits probabilities", () =>
|
|
Effect.gen(function*() {
|
|
const { probabilities: _probabilities, ...department } = decisionsResponse.answers.department
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(jsonResponse(request, {
|
|
...decisionsResponse,
|
|
answers: { ...decisionsResponse.answers, department }
|
|
}))
|
|
)),
|
|
Effect.flip
|
|
)
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, "InvalidOutputError")
|
|
}))
|
|
|
|
it.effect("model provides DecisionModel with openrouter provider metadata", () =>
|
|
Effect.gen(function*() {
|
|
const provider = yield* Model.ProviderName
|
|
const modelName = yield* Model.ModelName
|
|
const model = yield* DecisionModel.DecisionModel
|
|
|
|
assert.strictEqual(provider, "openrouter")
|
|
assert.strictEqual(modelName, "test/decision-model")
|
|
assert.isDefined(model.decide)
|
|
}).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.model("test/decision-model")),
|
|
Effect.provide(makeClientLayer(() => Effect.die(new Error("Unexpected HTTP request"))))
|
|
))
|
|
|
|
it.effect("sends the encoded input as state and every decision as a question in one request", () =>
|
|
Effect.gen(function*() {
|
|
const requests: Array<HttpClientRequest.HttpClientRequest> = []
|
|
const clientLayer = makeClientLayer((request) => {
|
|
requests.push(request)
|
|
return Effect.succeed(jsonResponse(request, decisionsResponse))
|
|
})
|
|
|
|
yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(clientLayer)
|
|
)
|
|
|
|
assert.strictEqual(requests.length, 1)
|
|
assert.strictEqual(requests[0].method, "POST")
|
|
assert.strictEqual(requests[0].url, "https://openrouter.ai/api/alpha/decisions")
|
|
assert.strictEqual(requests[0].headers["authorization"], "Bearer or-test-key")
|
|
|
|
assert.strictEqual(requests[0].headers["http-referer"], "https://example.com")
|
|
assert.strictEqual(requests[0].headers["x-title"], "Decision contract tests")
|
|
|
|
const body = yield* getRequestBody(requests[0])
|
|
assert.deepStrictEqual(body, {
|
|
state: {
|
|
message: ticket.message,
|
|
orderId: "A-104"
|
|
},
|
|
model: "test/decision-model",
|
|
questions: {
|
|
department: {
|
|
type: "choice",
|
|
instructions: "Which team should handle this",
|
|
criteria: {
|
|
billing: "Payment or subscription issues",
|
|
technical: "Bugs or integration problems",
|
|
sales: "Pricing or account questions"
|
|
}
|
|
},
|
|
frustration: {
|
|
type: "score",
|
|
instructions: "How frustrated the customer appears",
|
|
criteria: ["Calm, just stating facts", "Frustrated but civil", "Very angry, strong language"]
|
|
},
|
|
urgent: {
|
|
type: "noul",
|
|
instructions: "The message conveys urgency or time-sensitivity",
|
|
criteria: {
|
|
false: "No time pressure",
|
|
true: "Needs action now"
|
|
}
|
|
}
|
|
}
|
|
})
|
|
}))
|
|
|
|
it.effect("maps choice, score, and noul answers onto classify, rate, and probability answers", () =>
|
|
Effect.gen(function*() {
|
|
const { answers, usage } = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) => Effect.succeed(jsonResponse(request, decisionsResponse))))
|
|
)
|
|
|
|
assert.strictEqual(answers.department.label, "billing")
|
|
assert.deepStrictEqual(answers.department.probabilities, { billing: 0.84, technical: 0.159, sales: 0.001 })
|
|
assert.strictEqual(answers.department.confidence, 0.596)
|
|
|
|
assert.strictEqual(answers.frustration.rating, 1.6)
|
|
assert.strictEqual(answers.frustration.label, "Very angry, strong language")
|
|
assert.deepStrictEqual(answers.frustration.probabilities, {
|
|
"Calm, just stating facts": 0.05,
|
|
"Frustrated but civil": 0.3,
|
|
"Very angry, strong language": 0.65
|
|
})
|
|
assert.strictEqual(answers.frustration.confidence, 0.78)
|
|
|
|
assert.strictEqual(answers.urgent.probability, 0.999)
|
|
assert.isFalse("confidence" in answers.urgent)
|
|
|
|
assert.strictEqual(usage.inputTokens, 312)
|
|
assert.strictEqual(usage.outputTokens, 48)
|
|
}))
|
|
|
|
it.effect("encodes an explicitly undefined optional input field as JSON null", () =>
|
|
Effect.gen(function*() {
|
|
const requests: Array<HttpClientRequest.HttpClientRequest> = []
|
|
const definition = Decision.make({
|
|
input: Schema.Struct({ message: Schema.String, orderId: Schema.optional(Schema.String) }),
|
|
decisions: TicketTriage.decisions
|
|
})
|
|
const { answers } = yield* DecisionModel.decide(definition, {
|
|
input: { message: ticket.message, orderId: undefined }
|
|
}).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) => {
|
|
requests.push(request)
|
|
return Effect.succeed(jsonResponse(request, decisionsResponse))
|
|
}))
|
|
)
|
|
|
|
assert.strictEqual(requests.length, 1)
|
|
const body = yield* getRequestBody(requests[0])
|
|
assert.deepStrictEqual(body.state, { message: ticket.message, orderId: null })
|
|
assert.strictEqual(answers.urgent.probability, 0.999)
|
|
}))
|
|
|
|
it.effect("sends a pinned model id through unchanged", () =>
|
|
Effect.gen(function*() {
|
|
const requests: Array<HttpClientRequest.HttpClientRequest> = []
|
|
|
|
const modelName = yield* Effect.gen(function*() {
|
|
yield* DecisionModel.decide(TicketTriage, { input: ticket })
|
|
return yield* Model.ModelName
|
|
}).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.model("test/decision-model-pinned")),
|
|
Effect.provide(makeClientLayer((request) => {
|
|
requests.push(request)
|
|
return Effect.succeed(jsonResponse(request, { ...decisionsResponse, model: "test/decision-model-pinned" }))
|
|
}))
|
|
)
|
|
|
|
const body = yield* getRequestBody(requests[0])
|
|
assert.strictEqual(modelName, "test/decision-model-pinned")
|
|
assert.strictEqual(body.model, "test/decision-model-pinned")
|
|
}))
|
|
|
|
it.effect("passes a string input through as a string state", () =>
|
|
Effect.gen(function*() {
|
|
const requests: Array<HttpClientRequest.HttpClientRequest> = []
|
|
const Sentiment = Decision.make({
|
|
input: Schema.String,
|
|
decisions: {
|
|
urgent: Decision.probability({
|
|
instructions: "The message conveys urgency",
|
|
criteria: { false: "No time pressure", true: "Needs action now" }
|
|
})
|
|
}
|
|
})
|
|
|
|
yield* DecisionModel.decide(Sentiment, { input: "My card was charged twice." }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) => {
|
|
requests.push(request)
|
|
return Effect.succeed(jsonResponse(request, {
|
|
model: "test/decision-model",
|
|
answers: { urgent: { type: "noul", noul: 0.93 } },
|
|
usage: { input_tokens: 20, output_tokens: 4 }
|
|
}))
|
|
}))
|
|
)
|
|
|
|
const body = yield* getRequestBody(requests[0])
|
|
assert.strictEqual(body.state, "My card was charged twice.")
|
|
}))
|
|
|
|
it.effect("passes an array input through as an array state", () =>
|
|
Effect.gen(function*() {
|
|
const requests: Array<HttpClientRequest.HttpClientRequest> = []
|
|
const Conversation = Decision.make({
|
|
input: Schema.Array(Schema.String),
|
|
decisions: {
|
|
urgent: Decision.probability({
|
|
instructions: "The message conveys urgency",
|
|
criteria: { false: "No time pressure", true: "Needs action now" }
|
|
})
|
|
}
|
|
})
|
|
|
|
yield* DecisionModel.decide(Conversation, {
|
|
input: ["Hi", "My customer number is TS1337.", "My card was charged twice."]
|
|
}).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) => {
|
|
requests.push(request)
|
|
return Effect.succeed(jsonResponse(request, {
|
|
model: "test/decision-model",
|
|
answers: { urgent: { type: "noul", noul: 0.93 } },
|
|
usage: { input_tokens: 20, output_tokens: 4 }
|
|
}))
|
|
}))
|
|
)
|
|
|
|
const body = yield* getRequestBody(requests[0])
|
|
assert.deepStrictEqual(body.state, ["Hi", "My customer number is TS1337.", "My card was charged twice."])
|
|
}))
|
|
|
|
it.effect("fails with InvalidOutputError when an answer type does not match the decision", () =>
|
|
Effect.gen(function*() {
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(jsonResponse(request, {
|
|
...decisionsResponse,
|
|
answers: {
|
|
...decisionsResponse.answers,
|
|
urgent: {
|
|
type: "choice",
|
|
choice: "true",
|
|
probabilities: { true: 0.9, false: 0.1 },
|
|
confidence: 0.8
|
|
}
|
|
}
|
|
}))
|
|
)),
|
|
Effect.flip
|
|
)
|
|
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, "InvalidOutputError")
|
|
}))
|
|
|
|
it.effect("fails with InvalidOutputError when an answer is missing", () =>
|
|
Effect.gen(function*() {
|
|
const { urgent: _urgent, ...answers } = decisionsResponse.answers
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(
|
|
makeClientLayer((request) => Effect.succeed(jsonResponse(request, { ...decisionsResponse, answers })))
|
|
),
|
|
Effect.flip
|
|
)
|
|
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, "InvalidOutputError")
|
|
}))
|
|
|
|
it.effect("fails with InvalidOutputError when a score answer omits probabilities", () =>
|
|
Effect.gen(function*() {
|
|
const { probabilities: _probabilities, ...frustration } = decisionsResponse.answers.frustration
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(jsonResponse(request, {
|
|
...decisionsResponse,
|
|
answers: { ...decisionsResponse.answers, frustration }
|
|
}))
|
|
)),
|
|
Effect.flip
|
|
)
|
|
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, "InvalidOutputError")
|
|
}))
|
|
|
|
it.effect("fails with InvalidOutputError when a score distribution skips a level index", () =>
|
|
Effect.gen(function*() {
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(jsonResponse(request, {
|
|
...decisionsResponse,
|
|
answers: {
|
|
...decisionsResponse.answers,
|
|
frustration: {
|
|
...decisionsResponse.answers.frustration,
|
|
probabilities: { "0": 0.35, "2": 0.65 }
|
|
}
|
|
}
|
|
}))
|
|
)),
|
|
Effect.flip
|
|
)
|
|
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, "InvalidOutputError")
|
|
}))
|
|
|
|
for (
|
|
const [status, reason] of [
|
|
[400, "InvalidRequestError"],
|
|
[401, "AuthenticationError"],
|
|
[402, "UnknownError"],
|
|
[403, "AuthenticationError"],
|
|
[404, "InvalidRequestError"],
|
|
[413, "UnknownError"],
|
|
[429, "RateLimitError"],
|
|
[500, "InternalProviderError"],
|
|
[502, "InternalProviderError"],
|
|
[503, "InternalProviderError"],
|
|
[524, "InternalProviderError"],
|
|
[529, "InternalProviderError"]
|
|
] as const
|
|
) {
|
|
it.effect("maps HTTP " + status + " using the existing OpenRouter error mapping", () =>
|
|
Effect.gen(function*() {
|
|
const error = yield* DecisionModel.decide(TicketTriage, { input: ticket }).pipe(
|
|
Effect.provide(OpenRouterDecisionModel.layer({ model: "test/decision-model" })),
|
|
Effect.provide(makeClientLayer((request) =>
|
|
Effect.succeed(HttpClientResponse.fromWeb(
|
|
request,
|
|
new Response(
|
|
JSON.stringify({ error: { message: "Decision request failed", code: status } }),
|
|
{ status, headers: { "content-type": "application/json", "retry-after": "3" } }
|
|
)
|
|
))
|
|
)),
|
|
Effect.flip
|
|
)
|
|
assert.strictEqual(error._tag, "AiError")
|
|
assert.strictEqual(error.reason._tag, reason)
|
|
}))
|
|
}
|
|
})
|
|
|
|
const makeClientLayer = (
|
|
handler: (
|
|
request: HttpClientRequest.HttpClientRequest
|
|
) => Effect.Effect<HttpClientResponse.HttpClientResponse, HttpClientError.HttpClientError>,
|
|
apiUrl?: string
|
|
) =>
|
|
OpenRouterClient.layer({
|
|
apiUrl,
|
|
apiKey: Redacted.make("or-test-key"),
|
|
siteReferrer: "https://example.com",
|
|
siteTitle: "Decision contract tests"
|
|
}).pipe(
|
|
Layer.provide(Layer.succeed(HttpClient.HttpClient, makeHttpClient(handler)))
|
|
)
|
|
|
|
const makeHttpClient = (
|
|
handler: (
|
|
request: HttpClientRequest.HttpClientRequest
|
|
) => Effect.Effect<HttpClientResponse.HttpClientResponse, HttpClientError.HttpClientError>
|
|
) =>
|
|
HttpClient.makeWith(
|
|
Effect.fnUntraced(function*(requestEffect) {
|
|
const request = yield* requestEffect
|
|
return yield* handler(request)
|
|
}),
|
|
Effect.succeed as HttpClient.HttpClient.Preprocess<HttpClientError.HttpClientError, never>
|
|
)
|
|
|
|
const jsonResponse = (
|
|
request: HttpClientRequest.HttpClientRequest,
|
|
body: unknown
|
|
): HttpClientResponse.HttpClientResponse =>
|
|
HttpClientResponse.fromWeb(
|
|
request,
|
|
new Response(JSON.stringify(body), {
|
|
status: 200,
|
|
headers: {
|
|
"content-type": "application/json"
|
|
}
|
|
})
|
|
)
|
|
|
|
const getRequestBody = (request: HttpClientRequest.HttpClientRequest) =>
|
|
Effect.gen(function*() {
|
|
const body = request.body
|
|
if (body._tag === "Uint8Array") {
|
|
const text = new TextDecoder().decode(body.body)
|
|
return JSON.parse(text)
|
|
}
|
|
return yield* Effect.die(new Error("Expected Uint8Array body"))
|
|
})
|