File size: 5,240 Bytes
4021124
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
# 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"