From 6ab07ac187717ed911687353128578117d60ffe9 Mon Sep 17 00:00:00 2001 From: arief hidayat Date: Fri, 20 Sep 2024 00:27:19 +0700 Subject: [PATCH] feat(Sagemaker): allow deploying llama 3.1 from Sagemaker Jumpstart (#692) * feat(Sagemaker): add Jumpstart support for new regions and add gatedBucket into consideration. --------- Signed-off-by: arief hidayat Co-authored-by: Alain Krok --- apidocs/interfaces/IJumpStartModelSpec.md | 6 +++++ .../generate-jumpstart-models.ts | 5 ++++ .../jumpstart-model.ts | 1 + .../jumpstart-models.json | 2 +- .../jumpstart-sagemaker-endpoint.ts | 21 ++++++++++++++-- .../private/jumpstart-constants.ts | 24 +++++++++++++++++++ 6 files changed, 56 insertions(+), 3 deletions(-) diff --git a/apidocs/interfaces/IJumpStartModelSpec.md b/apidocs/interfaces/IJumpStartModelSpec.md index 96a2d8e0..e296fe9a 100644 --- a/apidocs/interfaces/IJumpStartModelSpec.md +++ b/apidocs/interfaces/IJumpStartModelSpec.md @@ -30,6 +30,12 @@ *** +### gatedBucket + +> **gatedBucket**: `boolean` + +*** + ### instanceAliases? > `optional` **instanceAliases**: [`IInstanceAliase`](IInstanceAliase.md)[] diff --git a/src/patterns/gen-ai/aws-model-deployment-sagemaker/code-generation/generate-jumpstart-models.ts b/src/patterns/gen-ai/aws-model-deployment-sagemaker/code-generation/generate-jumpstart-models.ts index 877ebeb4..0f44aa14 100644 --- a/src/patterns/gen-ai/aws-model-deployment-sagemaker/code-generation/generate-jumpstart-models.ts +++ b/src/patterns/gen-ai/aws-model-deployment-sagemaker/code-generation/generate-jumpstart-models.ts @@ -34,6 +34,7 @@ interface JumpStartModelSpec { hosting_artifact_key?: string; hosting_script_key?: string; hosting_prepacked_artifact_key?: string; + gated_bucket: boolean; hosting_eula_key?: string; inference_environment_variables: { name: string; @@ -113,6 +114,7 @@ export async function download_data() { hosting_script_key, hosting_artifact_key, hosting_prepacked_artifact_key, + gated_bucket, inference_environment_variables, hosting_instance_type_variants, hosting_eula_key, @@ -149,6 +151,7 @@ export async function download_data() { hosting_artifact_key, hosting_script_key, hosting_prepacked_artifact_key, + gated_bucket, inference_environment_variables, hosting_instance_type_variants, hosting_eula_key, @@ -220,6 +223,7 @@ function generateCode() { instanceTypes: specSource.supported_inference_instance_types, modelPackageArns: specSource.hosting_model_package_arns, prepackedArtifactKey: specSource.hosting_prepacked_artifact_key, + gatedBucket: specSource.gated_bucket, artifactKey: specSource.hosting_artifact_key, environment, instanceAliases: instanceAliasesArr, @@ -270,6 +274,7 @@ export interface IJumpStartModelSpec { instanceTypes: string[]; modelPackageArns?: { [region: string]: string }; prepackedArtifactKey?: string; + gatedBucket: boolean; artifactKey?: string; environment: { [key: string]: string | number | boolean }; instanceAliases?: IInstanceAliase[]; diff --git a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-model.ts b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-model.ts index 45a277c9..e83a7028 100644 --- a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-model.ts +++ b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-model.ts @@ -31,6 +31,7 @@ export interface IJumpStartModelSpec { instanceTypes: string[]; modelPackageArns?: { [region: string]: string }; prepackedArtifactKey?: string; + gatedBucket: boolean; artifactKey?: string; environment: { [key: string]: string | number | boolean }; instanceAliases?: IInstanceAliase[]; diff --git a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-models.json b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-models.json index 75ec0bee..fc57eeb3 100644 --- a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-models.json +++ b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-models.json @@ -1 +1 @@ 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\ No newline at end of file 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\ No newline at end of file diff --git a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-sagemaker-endpoint.ts b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-sagemaker-endpoint.ts index a3852867..87ac2847 100644 --- a/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-sagemaker-endpoint.ts +++ b/src/patterns/gen-ai/aws-model-deployment-sagemaker/jumpstart-sagemaker-endpoint.ts @@ -183,6 +183,10 @@ export class JumpStartSageMakerEndpoint extends SageMakerEndpointBase { ...this.environment, }; + if (environment.SAGEMAKER_SUBMIT_DIRECTORY) { + delete environment.SAGEMAKER_SUBMIT_DIRECTORY; + } + return environment; } @@ -195,7 +199,8 @@ export class JumpStartSageMakerEndpoint extends SageMakerEndpointBase { vpcConfig: sagemaker.CfnModel.VpcConfigProperty | undefined, ) { const key = this.spec.prepackedArtifactKey ?? this.spec.artifactKey; - const bucket = JumpStartConstants.JUMPSTART_LAUNCHED_REGIONS[this.region]?.contentBucket; + const bucket = this.spec.gatedBucket ? JumpStartConstants.JUMPSTART_LAUNCHED_REGIONS[this.region]?.gatedContentBucket : + JumpStartConstants.JUMPSTART_LAUNCHED_REGIONS[this.region]?.contentBucket; if (!bucket) { throw new Error(`JumpStart is not available in the region ${this.region}.`); } @@ -224,7 +229,7 @@ export class JumpStartSageMakerEndpoint extends SageMakerEndpointBase { executionRoleArn: this.role.roleArn, enableNetworkIsolation: true, primaryContainer: isArtifactCompressed ? { - // True: Artifact is a tarball + // True: Artifact is a tarball image, modelDataUrl: modelArtifactUrl, environment, @@ -252,6 +257,18 @@ export class JumpStartSageMakerEndpoint extends SageMakerEndpointBase { key: 'modelVersion', value: this.spec.version, }, + { + key: 'sagemaker-studio:jumpstart-model-id', + value: this.spec.modelId, + }, + { + key: 'sagemaker-studio:jumpstart-model-version', + value: this.spec.version, + }, + { + key: 'sagemaker-studio:jumpstart-hub-name', + value: 'SageMakerPublicHub', + }, ], vpcConfig: vpcConfig, }); diff --git a/src/patterns/gen-ai/aws-model-deployment-sagemaker/private/jumpstart-constants.ts b/src/patterns/gen-ai/aws-model-deployment-sagemaker/private/jumpstart-constants.ts index 91282035..dd8a8edb 100644 --- a/src/patterns/gen-ai/aws-model-deployment-sagemaker/private/jumpstart-constants.ts +++ b/src/patterns/gen-ai/aws-model-deployment-sagemaker/private/jumpstart-constants.ts @@ -44,6 +44,10 @@ export abstract class JumpStartConstants { contentBucket: 'jumpstart-cache-prod-eu-north-1', gatedContentBucket: 'jumpstart-private-cache-prod-eu-north-1', }, + 'me-central-1': { + contentBucket: 'jumpstart-cache-prod-me-central-1', + gatedContentBucket: 'jumpstart-private-cache-prod-me-central-1', + }, 'me-south-1': { contentBucket: 'jumpstart-cache-prod-me-south-1', gatedContentBucket: 'jumpstart-private-cache-prod-me-south-1', @@ -72,6 +76,10 @@ export abstract class JumpStartConstants { contentBucket: 'jumpstart-cache-prod-ap-northeast-2', gatedContentBucket: 'jumpstart-private-cache-prod-ap-northeast-2', }, + 'ap-northeast-3': { + contentBucket: 'jumpstart-cache-prod-ap-northeast-3', + gatedContentBucket: 'jumpstart-private-cache-prod-ap-northeast-3', + }, 'eu-west-2': { contentBucket: 'jumpstart-cache-prod-eu-west-2', gatedContentBucket: 'jumpstart-private-cache-prod-eu-west-2', @@ -96,6 +104,10 @@ export abstract class JumpStartConstants { contentBucket: 'jumpstart-cache-prod-ap-southeast-2', gatedContentBucket: 'jumpstart-private-cache-prod-ap-southeast-2', }, + 'ap-southeast-3': { + contentBucket: 'jumpstart-cache-prod-ap-southeast-3', + gatedContentBucket: 'jumpstart-private-cache-prod-ap-southeast-3', + }, 'ca-central-1': { contentBucket: 'jumpstart-cache-prod-ca-central-1', gatedContentBucket: 'jumpstart-private-cache-prod-ca-central-1', @@ -103,6 +115,18 @@ export abstract class JumpStartConstants { 'cn-north-1': { contentBucket: 'jumpstart-cache-prod-cn-north-1', }, + 'il-central-1': { + contentBucket: 'jumpstart-cache-prod-il-central-1', + gatedContentBucket: 'jumpstart-private-cache-prod-il-central-1', + }, + 'us-gov-east-1': { + contentBucket: 'jumpstart-cache-prod-us-gov-east-1', + gatedContentBucket: 'jumpstart-private-cache-prod-us-gov-east-1', + }, + 'us-gov-west-1': { + contentBucket: 'jumpstart-cache-prod-us-gov-west-1', + gatedContentBucket: 'jumpstart-private-cache-prod-us-gov-west-1', + }, }; public static JUMPSTART_DEFAULT_MANIFEST_FILE_S3_KEY = 'models_manifest.json';