# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. """This module stores constants related to SageMaker JumpStart.""" from __future__ import absolute_import from typing import Set import boto3 from sagemaker.jumpstart.enums import JumpStartScriptScope from sagemaker.jumpstart.types import JumpStartLaunchedRegionInfo JUMPSTART_LAUNCHED_REGIONS: Set[JumpStartLaunchedRegionInfo] = set( [ JumpStartLaunchedRegionInfo( region_name="us-west-2", content_bucket="jumpstart-cache-prod-us-west-2", ), JumpStartLaunchedRegionInfo( region_name="us-east-1", content_bucket="jumpstart-cache-prod-us-east-1", ), JumpStartLaunchedRegionInfo( region_name="us-east-2", content_bucket="jumpstart-cache-prod-us-east-2", ), JumpStartLaunchedRegionInfo( region_name="eu-west-1", content_bucket="jumpstart-cache-prod-eu-west-1", ), JumpStartLaunchedRegionInfo( region_name="eu-central-1", content_bucket="jumpstart-cache-prod-eu-central-1", ), JumpStartLaunchedRegionInfo( region_name="eu-north-1", content_bucket="jumpstart-cache-prod-eu-north-1", ), JumpStartLaunchedRegionInfo( region_name="me-south-1", content_bucket="jumpstart-cache-prod-me-south-1", ), JumpStartLaunchedRegionInfo( region_name="ap-south-1", content_bucket="jumpstart-cache-prod-ap-south-1", ), JumpStartLaunchedRegionInfo( region_name="eu-west-3", content_bucket="jumpstart-cache-prod-eu-west-3", ), JumpStartLaunchedRegionInfo( region_name="af-south-1", content_bucket="jumpstart-cache-prod-af-south-1", ), JumpStartLaunchedRegionInfo( region_name="sa-east-1", content_bucket="jumpstart-cache-prod-sa-east-1", ), JumpStartLaunchedRegionInfo( region_name="ap-east-1", content_bucket="jumpstart-cache-prod-ap-east-1", ), JumpStartLaunchedRegionInfo( region_name="ap-northeast-2", content_bucket="jumpstart-cache-prod-ap-northeast-2", ), JumpStartLaunchedRegionInfo( region_name="eu-west-2", content_bucket="jumpstart-cache-prod-eu-west-2", ), JumpStartLaunchedRegionInfo( region_name="eu-south-1", content_bucket="jumpstart-cache-prod-eu-south-1", ), JumpStartLaunchedRegionInfo( region_name="ap-northeast-1", content_bucket="jumpstart-cache-prod-ap-northeast-1", ), JumpStartLaunchedRegionInfo( region_name="us-west-1", content_bucket="jumpstart-cache-prod-us-west-1", ), JumpStartLaunchedRegionInfo( region_name="ap-southeast-1", content_bucket="jumpstart-cache-prod-ap-southeast-1", ), JumpStartLaunchedRegionInfo( region_name="ap-southeast-2", content_bucket="jumpstart-cache-prod-ap-southeast-2", ), JumpStartLaunchedRegionInfo( region_name="ca-central-1", content_bucket="jumpstart-cache-prod-ca-central-1", ), JumpStartLaunchedRegionInfo( region_name="cn-north-1", content_bucket="jumpstart-cache-prod-cn-north-1", ), ] ) JUMPSTART_REGION_NAME_TO_LAUNCHED_REGION_DICT = { region.region_name: region for region in JUMPSTART_LAUNCHED_REGIONS } JUMPSTART_REGION_NAME_SET = {region.region_name for region in JUMPSTART_LAUNCHED_REGIONS} JUMPSTART_BUCKET_NAME_SET = {region.content_bucket for region in JUMPSTART_LAUNCHED_REGIONS} JUMPSTART_DEFAULT_REGION_NAME = boto3.session.Session().region_name or "us-west-2" JUMPSTART_DEFAULT_MANIFEST_FILE_S3_KEY = "models_manifest.json" INFERENCE_ENTRY_POINT_SCRIPT_NAME = "inference.py" TRAINING_ENTRY_POINT_SCRIPT_NAME = "transfer_learning.py" SUPPORTED_JUMPSTART_SCOPES = set(scope.value for scope in JumpStartScriptScope) ENV_VARIABLE_JUMPSTART_CONTENT_BUCKET_OVERRIDE = "AWS_JUMPSTART_CONTENT_BUCKET_OVERRIDE" ENV_VARIABLE_JUMPSTART_MODEL_ARTIFACT_BUCKET_OVERRIDE = "AWS_JUMPSTART_MODEL_BUCKET_OVERRIDE" ENV_VARIABLE_JUMPSTART_SCRIPT_ARTIFACT_BUCKET_OVERRIDE = "AWS_JUMPSTART_SCRIPT_BUCKET_OVERRIDE" ENV_VARIABLE_JUMPSTART_MANIFEST_LOCAL_ROOT_DIR_OVERRIDE = ( "AWS_JUMPSTART_MANIFEST_LOCAL_ROOT_DIR_OVERRIDE" ) ENV_VARIABLE_JUMPSTART_SPECS_LOCAL_ROOT_DIR_OVERRIDE = "AWS_JUMPSTART_SPECS_LOCAL_ROOT_DIR_OVERRIDE" JUMPSTART_RESOURCE_BASE_NAME = "sagemaker-jumpstart"