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aws-cdk-neuronx-patterns

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"use strict"; var _a, _b, _c, _d; Object.defineProperty(exports, "__esModule", { value: true }); exports.ApplicationLoadBalancedVllmNxDInferenceService = exports.VllmNxdInferenceTaskDefinition = exports.VllmNxdInferenceEcsImage = exports.VllmNxdInferenceEcsImageBase = void 0; const JSII_RTTI_SYMBOL_1 = Symbol.for("jsii.rtti"); const aws_cdk_lib_1 = require("aws-cdk-lib"); const ecs = require("aws-cdk-lib/aws-ecs"); const constructs_1 = require("constructs"); const aws_ecs_patterns_1 = require("../base/aws-ecs-patterns"); const neuronx_1 = require("../base/neuronx"); const vllm_engine_1 = require("../base/server-engine/vllm-engine"); /** * Base class for VllmNxdInferenceImage. */ class VllmNxdInferenceEcsImageBase { constructor(neuronxImage) { this.neuronSdkVersion = neuronxImage.neuronSdkVersion; } } exports.VllmNxdInferenceEcsImageBase = VllmNxdInferenceEcsImageBase; _a = JSII_RTTI_SYMBOL_1; VllmNxdInferenceEcsImageBase[_a] = { fqn: "aws-cdk-neuronx-patterns.VllmNxdInferenceEcsImageBase", version: "0.3.0" }; /** * Inference ECS container image for vLLM on NxD Inference. * This image uses the official AWS Neuron Deep Learning Containers which come with vLLM pre-installed. * * @example new VllmNxdInferenceEcsImage(VllmInferenceNeuronxImage.LATEST) */ class VllmNxdInferenceEcsImage extends VllmNxdInferenceEcsImageBase { /** * Create a VllmNxdInferenceImage from a custom neuronx image. * This will build a container image using a Dockerfile that installs vLLM from source. * * @example * new VllmNxdInferenceEcsImage(VllmInferenceNeuronxImage.LATEST) */ constructor(vllmInferenceNeuronxImage) { vllmInferenceNeuronxImage ?? (vllmInferenceNeuronxImage = neuronx_1.VllmInferenceNeuronxImage.LATEST); super(vllmInferenceNeuronxImage); this.image = ecs.ContainerImage.fromRegistry(`${vllmInferenceNeuronxImage.imageName}:${vllmInferenceNeuronxImage.imageTag}`); } } exports.VllmNxdInferenceEcsImage = VllmNxdInferenceEcsImage; _b = JSII_RTTI_SYMBOL_1; VllmNxdInferenceEcsImage[_b] = { fqn: "aws-cdk-neuronx-patterns.VllmNxdInferenceEcsImage", version: "0.3.0" }; /** * Task definition for VllmNxdInference. */ class VllmNxdInferenceTaskDefinition extends aws_ecs_patterns_1.NeuronxTaskDefinition { constructor(scope, id, props) { const neuronxInstanceType = props.neuronxInstanceType ?? props.compiledModel.recommendedInstanceType; const tensorParallelSize = props.compiledModel.vllmArgs.tensorParallelSize ?? 1; super(scope, id, { ...props, neuronxInstanceType, tensorParallelSize, }); const image = props.image ?? new VllmNxdInferenceEcsImage(); const port = props.compiledModel.vllmArgs.port ?? 8000; const vllmCliArgs = vllm_engine_1.VllmEngineArgumentsParser.cli(props.compiledModel.vllmArgs); // Prepare environment variables const environment = { ...props.environment, VLLM_NEURON_FRAMEWORK: "neuronx-distributed-inference", NEURON_COMPILED_ARTIFACTS: "neuron-compiled-artifacts", NEURON_RT_NUM_CORES: tensorParallelSize.toString(), XLA_HANDLE_SPECIAL_SCALAR: "1", MODEL_NAME: props.compiledModel.modelName, }; this.addContainerWithDefault("vLLM", { image: image.image, portMappings: [ { containerPort: port, }, ], healthCheck: { command: [ "CMD-SHELL", `curl -f http://localhost:${port}/health || exit 1`, ], startPeriod: aws_cdk_lib_1.Duration.minutes(5), }, workingDirectory: `/opt/ml/model/${props.compiledModel.s3Prefix}`, entryPoint: ["vllm", "serve"], command: vllmCliArgs, environment, }); } } exports.VllmNxdInferenceTaskDefinition = VllmNxdInferenceTaskDefinition; _c = JSII_RTTI_SYMBOL_1; VllmNxdInferenceTaskDefinition[_c] = { fqn: "aws-cdk-neuronx-patterns.VllmNxdInferenceTaskDefinition", version: "0.3.0" }; /** * ApplicationLoadBalancedVllmNxDInferenceService is a wrapper of ApplicationLoadBalancedNeuronxServiceBase. * It provides a simple way to deploy vLLM on NxD Inference. * @example * const compiler = new VllmNxdInferenceCompiler(this, "Compiler", { * vpc, * bucket, * model: Model.fromHuggingFace("example/example-7b-chat"), * }); * const compiledModel = compiler.compile(); * const taskDefinition = new VllmNxdInferenceTaskDefinition( * this, * "TaskDefinition", * { * vpc, * compiledModel, * }, * ); * new ApplicationLoadBalancedVllmNxDInferenceService(this, "Service", { * taskDefinition, * }); */ class ApplicationLoadBalancedVllmNxDInferenceService extends constructs_1.Construct { constructor(scope, id, props) { super(scope, id); const resource = new aws_ecs_patterns_1.ApplicationLoadBalancedNeuronxService(this, "Resource", props); resource.targetGroup.configureHealthCheck({ path: "/health", }); this.loadBalancer = resource.loadBalancer; this.listener = resource.listener; this.targetGroup = resource.targetGroup; this.service = resource.service; this.taskDefinition = resource.taskDefinition; } } exports.ApplicationLoadBalancedVllmNxDInferenceService = ApplicationLoadBalancedVllmNxDInferenceService; _d = JSII_RTTI_SYMBOL_1; ApplicationLoadBalancedVllmNxDInferenceService[_d] = { fqn: "aws-cdk-neuronx-patterns.ApplicationLoadBalancedVllmNxDInferenceService", version: "0.3.0" }; //# 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{ Duration } from \"aws-cdk-lib\";\nimport * as ecs from \"aws-cdk-lib/aws-ecs\";\nimport {\n  ApplicationListener,\n  ApplicationLoadBalancer,\n  ApplicationTargetGroup,\n} from \"aws-cdk-lib/aws-elasticloadbalancingv2\";\nimport { Construct } from \"constructs\";\nimport {\n  ApplicationLoadBalancedNeuronxService,\n  ApplicationLoadBalancedNeuronxServiceProps,\n  NeuronxTaskDefinition,\n  NeuronxTaskDefinitionPropsBase,\n} from \"../base/aws-ecs-patterns\";\nimport {\n  IVllmInferenceNeuronxImage,\n  VllmInferenceNeuronxImage,\n} from \"../base/neuronx\";\nimport { INeuronxContainerImage } from \"../base/neuronx-compiler\";\nimport { VllmEngineArgumentsParser } from \"../base/server-engine/vllm-engine\";\nimport { VllmNxdInferenceCompiledModel } from \"./vllm-nxd-inference-compiler\";\n\nexport interface VllmNxdInferenceImageOptions {\n  readonly vllmGitBranch?: string;\n  readonly vllmGitCommitHash?: string;\n}\n/**\n * Base class for VllmNxdInferenceImage.\n */\nexport abstract class VllmNxdInferenceEcsImageBase implements INeuronxContainerImage {\n  /**\n   * The container image.\n   */\n  abstract readonly image: ecs.ContainerImage;\n  /**\n   * The neuronx SDK version.\n   */\n  readonly neuronSdkVersion: string;\n  constructor(neuronxImage: IVllmInferenceNeuronxImage) {\n    this.neuronSdkVersion = neuronxImage.neuronSdkVersion;\n  }\n}\n\n/**\n * Inference ECS container image for vLLM on NxD Inference.\n * This image uses the official AWS Neuron Deep Learning Containers which come with vLLM pre-installed.\n *\n * @example new VllmNxdInferenceEcsImage(VllmInferenceNeuronxImage.LATEST)\n */\nexport class VllmNxdInferenceEcsImage extends VllmNxdInferenceEcsImageBase {\n  readonly image: ecs.ContainerImage;\n\n  /**\n   * Create a VllmNxdInferenceImage from a custom neuronx image.\n   * This will build a container image using a Dockerfile that installs vLLM from source.\n   *\n   * @example\n   * new VllmNxdInferenceEcsImage(VllmInferenceNeuronxImage.LATEST)\n   */\n  constructor(vllmInferenceNeuronxImage?: IVllmInferenceNeuronxImage) {\n    vllmInferenceNeuronxImage ??= VllmInferenceNeuronxImage.LATEST;\n    super(vllmInferenceNeuronxImage);\n    this.image = ecs.ContainerImage.fromRegistry(\n      `${vllmInferenceNeuronxImage.imageName}:${vllmInferenceNeuronxImage.imageTag}`,\n    );\n  }\n}\n\n/**\n * Task definition for VllmNxdInference.\n */\nexport interface VllmNxdInferenceTaskDefinitionProps extends NeuronxTaskDefinitionPropsBase {\n  /**\n   * The model to be compiled.\n   */\n  readonly compiledModel: VllmNxdInferenceCompiledModel;\n  /**\n   * The image to be used for the container.\n   * @default - latest VllmNxdInferenceImage\n   */\n  readonly image?: VllmNxdInferenceEcsImageBase;\n  /**\n   * The environment variables to pass to the container.\n   * This is only applicable when using container runtime.\n   *\n   * @default - No environment variables.\n   */\n  readonly environment?: {\n    [key: string]: string;\n  };\n}\n\n/**\n * Task definition for VllmNxdInference.\n */\nexport class VllmNxdInferenceTaskDefinition extends NeuronxTaskDefinition {\n  constructor(\n    scope: Construct,\n    id: string,\n    props: VllmNxdInferenceTaskDefinitionProps,\n  ) {\n    const neuronxInstanceType =\n      props.neuronxInstanceType ?? props.compiledModel.recommendedInstanceType;\n    const tensorParallelSize =\n      props.compiledModel.vllmArgs.tensorParallelSize ?? 1;\n    super(scope, id, {\n      ...props,\n      neuronxInstanceType,\n      tensorParallelSize,\n    });\n    const image = props.image ?? new VllmNxdInferenceEcsImage();\n    const port = props.compiledModel.vllmArgs.port ?? 8000;\n    const vllmCliArgs = VllmEngineArgumentsParser.cli(\n      props.compiledModel.vllmArgs,\n    );\n    // Prepare environment variables\n    const environment: Record<string, string> = {\n      ...props.environment,\n      VLLM_NEURON_FRAMEWORK: \"neuronx-distributed-inference\",\n      NEURON_COMPILED_ARTIFACTS: \"neuron-compiled-artifacts\",\n      NEURON_RT_NUM_CORES: tensorParallelSize.toString(),\n      XLA_HANDLE_SPECIAL_SCALAR: \"1\",\n      MODEL_NAME: props.compiledModel.modelName,\n    };\n\n    this.addContainerWithDefault(\"vLLM\", {\n      image: image.image,\n      portMappings: [\n        {\n          containerPort: port,\n        },\n      ],\n      healthCheck: {\n        command: [\n          \"CMD-SHELL\",\n          `curl -f http://localhost:${port}/health || exit 1`,\n        ],\n        startPeriod: Duration.minutes(5),\n      },\n      workingDirectory: `/opt/ml/model/${props.compiledModel.s3Prefix}`,\n      entryPoint: [\"vllm\", \"serve\"],\n      command: vllmCliArgs,\n      environment,\n    });\n  }\n}\n\n/**\n * Props for ApplicationLoadBalancedVllmNxDInferenceService.\n */\nexport interface ApplicationLoadBalancedVllmNxDInferenceServiceProps extends ApplicationLoadBalancedNeuronxServiceProps {}\n\n/**\n * ApplicationLoadBalancedVllmNxDInferenceService is a wrapper of ApplicationLoadBalancedNeuronxServiceBase.\n * It provides a simple way to deploy vLLM on NxD Inference.\n * @example\n * const compiler = new VllmNxdInferenceCompiler(this, \"Compiler\", {\n *   vpc,\n *   bucket,\n *   model: Model.fromHuggingFace(\"example/example-7b-chat\"),\n * });\n * const compiledModel = compiler.compile();\n * const taskDefinition = new VllmNxdInferenceTaskDefinition(\n *   this,\n *   \"TaskDefinition\",\n *   {\n *     vpc,\n *     compiledModel,\n *   },\n * );\n * new ApplicationLoadBalancedVllmNxDInferenceService(this, \"Service\", {\n *   taskDefinition,\n * });\n */\nexport class ApplicationLoadBalancedVllmNxDInferenceService extends Construct {\n  readonly loadBalancer: ApplicationLoadBalancer;\n  readonly listener: ApplicationListener;\n  readonly targetGroup: ApplicationTargetGroup;\n  readonly service: ecs.Ec2Service;\n  readonly taskDefinition: ecs.Ec2TaskDefinition;\n  constructor(\n    scope: Construct,\n    id: string,\n    props: ApplicationLoadBalancedVllmNxDInferenceServiceProps,\n  ) {\n    super(scope, id);\n    const resource = new ApplicationLoadBalancedNeuronxService(\n      this,\n      \"Resource\",\n      props,\n    );\n    resource.targetGroup.configureHealthCheck({\n      path: \"/health\",\n    });\n    this.loadBalancer = resource.loadBalancer;\n    this.listener = resource.listener;\n    this.targetGroup = resource.targetGroup;\n    this.service = resource.service;\n    this.taskDefinition = resource.taskDefinition;\n  }\n}\n"]}