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Merge branch 'master' into fix-djl-lmi-regions
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‎CHANGELOG.md‎

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# Changelog
22

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## v2.252.0 (2025-09-29)
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### Features
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* change S3 endpoint env name
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* add eval custom lambda arn to hyperparameters
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### Bug Fixes and Other Changes
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* merge rba without the iso region changes
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* handle trial component status message longer than API supports
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* Add nova custom lambda in hyperparameter from estimator
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* add retryable option to emr step in SageMaker Pipelines
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* Feature/js mlops telemetry
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* latest tgi
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## v2.251.1 (2025-08-29)
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### Bug Fixes and Other Changes

‎VERSION‎

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2.251.2.dev0
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2.252.1.dev0

‎src/sagemaker/experiments/run.py‎

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@@ -68,6 +68,7 @@
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TRIAL_NAME_TEMPLATE = "Default-Run-Group-{}"
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MAX_RUN_TC_ARTIFACTS_LEN = 30
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MAX_NAME_LEN_IN_BACKEND = 120
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MAX_STATUS_MESSAGE_LEN = 1024
7172
EXPERIMENT_NAME = "ExperimentName"
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TRIAL_NAME = "TrialName"
7374
RUN_NAME = "RunName"
@@ -759,7 +760,7 @@ def __exit__(self, exc_type, exc_value, exc_traceback):
759760
if exc_value:
760761
self._trial_component.status = _api_types.TrialComponentStatus(
761762
primary_status=_TrialComponentStatusType.Failed.value,
762-
message=str(exc_value),
763+
message=(str(exc_value) or "")[:MAX_STATUS_MESSAGE_LEN],
763764
)
764765
else:
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self._trial_component.status = _api_types.TrialComponentStatus(

‎src/sagemaker/image_uri_config/huggingface-llm-neuronx.json‎

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Original file line numberDiff line numberDiff line change
@@ -4,8 +4,7 @@
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"inf2"
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],
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"version_aliases": {
7-
"0.0": "0.0.28",
8-
"0.2": "0.2.0"
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"0.0": "0.0.28"
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},
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"versions": {
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"0.0.16": {
@@ -655,60 +654,6 @@
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"container_version": {
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"inf2": "ubuntu22.04"
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}
658-
},
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"0.2.0": {
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"py_versions": [
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"py310"
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],
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"registries": {
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"af-south-1": "626614931356",
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"ap-east-1": "871362719292",
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"ap-east-2": "975050140332",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-south-2": "772153158452",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ap-southeast-4": "457447274322",
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"ap-southeast-5": "550225433462",
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"ap-southeast-6": "633930458069",
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"ap-southeast-7": "590183813437",
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"ca-central-1": "763104351884",
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"ca-west-1": "204538143572",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-central-1": "763104351884",
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"eu-central-2": "380420809688",
685-
"eu-north-1": "763104351884",
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"eu-south-1": "692866216735",
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"eu-south-2": "503227376785",
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"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"il-central-1": "780543022126",
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"me-central-1": "914824155844",
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"me-south-1": "217643126080",
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"mx-central-1": "637423239942",
695-
"sa-east-1": "763104351884",
696-
"us-east-1": "763104351884",
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"us-east-2": "763104351884",
698-
"us-gov-east-1": "446045086412",
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"us-gov-west-1": "442386744353",
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"us-iso-east-1": "886529160074",
701-
"us-isob-east-1": "094389454867",
702-
"us-isof-east-1": "303241398832",
703-
"us-isof-south-1": "454834333376",
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"us-west-1": "763104351884",
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"us-west-2": "763104351884"
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},
707-
"tag_prefix": "2.5.1-optimum3.3.4",
708-
"repository": "huggingface-pytorch-tgi-inference",
709-
"container_version": {
710-
"inf2": "ubuntu22.04"
711-
}
712657
}
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}
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}

‎src/sagemaker/image_uri_config/huggingface-llm.json‎

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@@ -16,8 +16,7 @@
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"2.3": "2.3.1",
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"3.0": "3.0.1",
1818
"3.2": "3.2.3",
19-
"3.1": "3.1.1",
20-
"3.3": "3.3.4"
19+
"3.1": "3.1.1"
2120
},
2221
"versions": {
2322
"0.6.0": {
@@ -1153,59 +1152,6 @@
11531152
"container_version": {
11541153
"gpu": "cu124-ubuntu22.04"
11551154
}
1156-
},
1157-
"3.3.4": {
1158-
"py_versions": [
1159-
"py311"
1160-
],
1161-
"registries": {
1162-
"af-south-1": "626614931356",
1163-
"ap-east-1": "871362719292",
1164-
"ap-east-2": "975050140332",
1165-
"ap-northeast-1": "763104351884",
1166-
"ap-northeast-2": "763104351884",
1167-
"ap-northeast-3": "364406365360",
1168-
"ap-south-1": "763104351884",
1169-
"ap-south-2": "772153158452",
1170-
"ap-southeast-1": "763104351884",
1171-
"ap-southeast-2": "763104351884",
1172-
"ap-southeast-3": "907027046896",
1173-
"ap-southeast-4": "457447274322",
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"ap-southeast-5": "550225433462",
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"ap-southeast-7": "590183813437",
1176-
"ca-central-1": "763104351884",
1177-
"ca-west-1": "204538143572",
1178-
"cn-north-1": "727897471807",
1179-
"cn-northwest-1": "727897471807",
1180-
"eu-central-1": "763104351884",
1181-
"eu-central-2": "380420809688",
1182-
"eu-north-1": "763104351884",
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"eu-south-1": "692866216735",
1184-
"eu-south-2": "503227376785",
1185-
"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"il-central-1": "780543022126",
1189-
"me-central-1": "914824155844",
1190-
"me-south-1": "217643126080",
1191-
"mx-central-1": "637423239942",
1192-
"sa-east-1": "763104351884",
1193-
"us-east-1": "763104351884",
1194-
"us-east-2": "763104351884",
1195-
"us-gov-east-1": "446045086412",
1196-
"us-gov-west-1": "442386744353",
1197-
"us-iso-east-1": "886529160074",
1198-
"us-isob-east-1": "094389454867",
1199-
"us-isof-east-1": "303241398832",
1200-
"us-isof-south-1": "454834333376",
1201-
"us-west-1": "763104351884",
1202-
"us-west-2": "763104351884"
1203-
},
1204-
"tag_prefix": "2.7.0-tgi3.3.4",
1205-
"repository": "huggingface-pytorch-tgi-inference",
1206-
"container_version": {
1207-
"gpu": "cu124-ubuntu22.04"
1208-
}
12091155
}
12101156
}
12111157
}

‎src/sagemaker/image_uri_config/pytorch.json‎

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@@ -1737,7 +1737,8 @@
17371737
"2.4": "2.4.0",
17381738
"2.5": "2.5.1",
17391739
"2.6": "2.6.0",
1740-
"2.7": "2.7.1"
1740+
"2.7": "2.7.1",
1741+
"2.8": "2.8.0"
17411742
},
17421743
"versions": {
17431744
"0.4.0": {
@@ -3048,6 +3049,52 @@
30483049
"us-west-2": "763104351884"
30493050
},
30503051
"repository": "pytorch-training"
3052+
},
3053+
"2.8.0": {
3054+
"py_versions": [
3055+
"py312"
3056+
],
3057+
"registries": {
3058+
"af-south-1": "626614931356",
3059+
"ap-east-1": "871362719292",
3060+
"ap-east-2": "975050140332",
3061+
"ap-northeast-1": "763104351884",
3062+
"ap-northeast-2": "763104351884",
3063+
"ap-northeast-3": "364406365360",
3064+
"ap-south-1": "763104351884",
3065+
"ap-south-2": "772153158452",
3066+
"ap-southeast-1": "763104351884",
3067+
"ap-southeast-2": "763104351884",
3068+
"ap-southeast-3": "907027046896",
3069+
"ap-southeast-4": "457447274322",
3070+
"ap-southeast-5": "550225433462",
3071+
"ap-southeast-6": "633930458069",
3072+
"ap-southeast-7": "590183813437",
3073+
"ca-central-1": "763104351884",
3074+
"ca-west-1": "204538143572",
3075+
"cn-north-1": "727897471807",
3076+
"cn-northwest-1": "727897471807",
3077+
"eu-central-1": "763104351884",
3078+
"eu-central-2": "380420809688",
3079+
"eu-north-1": "763104351884",
3080+
"eu-south-1": "692866216735",
3081+
"eu-south-2": "503227376785",
3082+
"eu-west-1": "763104351884",
3083+
"eu-west-2": "763104351884",
3084+
"eu-west-3": "763104351884",
3085+
"il-central-1": "780543022126",
3086+
"me-central-1": "914824155844",
3087+
"me-south-1": "217643126080",
3088+
"mx-central-1": "637423239942",
3089+
"sa-east-1": "763104351884",
3090+
"us-east-1": "763104351884",
3091+
"us-east-2": "763104351884",
3092+
"us-gov-east-1": "446045086412",
3093+
"us-gov-west-1": "442386744353",
3094+
"us-west-1": "763104351884",
3095+
"us-west-2": "763104351884"
3096+
},
3097+
"repository": "pytorch-training"
30513098
}
30523099
}
30533100
}

‎src/sagemaker/jumpstart/region_config.json‎

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5757
"content_bucket": "jumpstart-cache-prod-ap-southeast-5",
5858
"gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-5"
5959
},
60+
"ap-southeast-6": {
61+
"content_bucket": "jumpstart-cache-prod-ap-southeast-6",
62+
"gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-6"
63+
},
6064
"ap-southeast-7": {
6165
"content_bucket": "jumpstart-cache-prod-ap-southeast-7",
6266
"gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-7"

‎tests/unit/sagemaker/experiments/test_run.py‎

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Original file line numberDiff line numberDiff line change
@@ -1078,6 +1078,22 @@ def test_exit_fail(sagemaker_session, run_obj):
10781078
assert isinstance(run_obj._trial_component.end_time, datetime.datetime)
10791079

10801080

1081+
def test_exit_fail_message_too_long(sagemaker_session, run_obj):
1082+
sagemaker_session.sagemaker_client.update_trial_component.return_value = {}
1083+
# create an error message that is longer than the max status message length of 1024
1084+
# 3 x 342 = 1026
1085+
too_long_error_message = "Foo" * 342
1086+
try:
1087+
with run_obj:
1088+
raise ValueError(too_long_error_message)
1089+
except ValueError:
1090+
pass
1091+
1092+
assert run_obj._trial_component.status.primary_status == _TrialComponentStatusType.Failed.value
1093+
assert run_obj._trial_component.status.message == too_long_error_message[:1024]
1094+
assert isinstance(run_obj._trial_component.end_time, datetime.datetime)
1095+
1096+
10811097
@pytest.mark.parametrize(
10821098
"metric_value",
10831099
[1.3, "nan", "inf", "-inf", None],

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