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https://github.com/VibedByKaKi/t3-code-android-nightly.git
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108 lines
3.6 KiB
TypeScript
108 lines
3.6 KiB
TypeScript
import { Role } from "@/AWS/IAM/Role.ts";
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import * as Lambda from "@/AWS/Lambda";
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import * as SageMaker from "@/AWS/SageMaker";
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import * as Duration from "effect/Duration";
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import * as Effect from "effect/Effect";
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import * as Layer from "effect/Layer";
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import { HttpServerRequest } from "effect/http/HttpServerRequest";
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import * as HttpServerResponse from "effect/http/HttpServerResponse";
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import path from "pathe";
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const main = path.resolve(import.meta.dirname, "endpoint-handler.ts");
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export class SageMakerEndpointTestFunction extends Lambda.Function<Lambda.Function>()(
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"SageMakerEndpointTestFunction",
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) {}
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// Gated fixture — deploying a live endpoint takes minutes and requires a
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// working serving container (AWS_TEST_SAGEMAKER_IMAGE). Only deployed by
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// EndpointBindings.test.ts when AWS_TEST_SAGEMAKER_ENDPOINT=1.
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export default SageMakerEndpointTestFunction.make(
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{
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main,
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functionUrl: true,
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timeout: Duration.seconds(30),
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},
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Effect.gen(function* () {
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const image = process.env.AWS_TEST_SAGEMAKER_IMAGE!;
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const modelData = process.env.AWS_TEST_SAGEMAKER_MODEL_DATA;
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const role = yield* Role("SageMakerBindingsEndpointRole", {
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assumeRolePolicyDocument: {
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Version: "2012-10-17",
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Statement: [
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{
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Effect: "Allow",
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Principal: { Service: "sagemaker.amazonaws.com" },
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Action: ["sts:AssumeRole"],
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},
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],
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},
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managedPolicyArns: ["arn:aws:iam::aws:policy/AmazonSageMakerFullAccess"],
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});
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const model = yield* SageMaker.Model("BindingsEndpointModel", {
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executionRoleArn: role.roleArn,
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primaryContainer: {
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Image: image,
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...(modelData ? { ModelDataUrl: modelData } : {}),
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},
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});
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const config = yield* SageMaker.EndpointConfig("BindingsEndpointConfig", {
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productionVariants: [
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{
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VariantName: "AllTraffic",
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ModelName: model.modelName,
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ServerlessConfig: { MemorySizeInMB: 2048, MaxConcurrency: 1 },
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},
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],
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});
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const endpoint = yield* SageMaker.Endpoint("BindingsEndpoint", {
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endpointConfigName: config.endpointConfigName,
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});
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const describeEndpoint = yield* SageMaker.DescribeEndpoint(endpoint);
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const updateWeights =
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yield* SageMaker.UpdateEndpointWeightsAndCapacities(endpoint);
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const bound = { describeEndpoint, updateWeights };
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return {
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fetch: Effect.gen(function* () {
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const request = yield* HttpServerRequest;
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const url = new URL(request.originalUrl);
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const pathname = url.pathname;
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if (request.method === "GET" && pathname === "/bindings") {
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return yield* HttpServerResponse.json({ bound: Object.keys(bound) });
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}
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if (request.method === "GET" && pathname === "/describe-endpoint") {
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const described = yield* describeEndpoint();
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return yield* HttpServerResponse.json({
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endpointName: described.EndpointName,
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status: described.EndpointStatus,
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variants: (described.ProductionVariants ?? []).map(
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(v) => v.VariantName,
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),
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});
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}
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if (request.method === "GET" && pathname === "/health") {
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return yield* HttpServerResponse.json({ ok: true });
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}
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return yield* HttpServerResponse.json(
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{ error: "Not found", pathname },
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{ status: 404 },
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);
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}).pipe(Effect.orDie),
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};
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}).pipe(
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Effect.provide(
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Layer.mergeAll(
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SageMaker.DescribeEndpointHttp,
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SageMaker.UpdateEndpointWeightsAndCapacitiesHttp,
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),
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),
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),
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);
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