feature: Add image_uris.retrieve() support for AutoGluon #2699
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| { | ||
| "training": { | ||
| "processors": ["cpu", "gpu"], | ||
| "versions": { | ||
| "0.3.1": { | ||
| "registries": { | ||
| "af-south-1": "626614931356", | ||
| "ap-east-1": "871362719292", | ||
| "ap-northeast-1": "763104351884", | ||
| "ap-northeast-2": "763104351884", | ||
| "ap-northeast-3": "364406365360", | ||
| "ap-south-1": "763104351884", | ||
| "ap-southeast-1": "763104351884", | ||
| "ap-southeast-2": "763104351884", | ||
| "ca-central-1": "763104351884", | ||
| "eu-central-1": "763104351884", | ||
| "eu-north-1": "763104351884", | ||
| "eu-west-1": "763104351884", | ||
| "eu-west-2": "763104351884", | ||
| "eu-west-3": "763104351884", | ||
| "eu-south-1": "692866216735", | ||
| "me-south-1": "217643126080", | ||
| "sa-east-1": "763104351884", | ||
| "us-east-1": "763104351884", | ||
| "us-east-2": "763104351884", | ||
| "us-gov-west-1": "442386744353", | ||
| "us-iso-east-1": "886529160074", | ||
| "us-west-1": "763104351884", | ||
| "us-west-2": "763104351884" | ||
| }, | ||
| "repository": "autogluon-training", | ||
| "py_versions": ["py37"] | ||
| } | ||
| } | ||
| }, | ||
| "inference": { | ||
| "processors": ["cpu"], | ||
| "versions": { | ||
| "0.3.1": { | ||
| "registries": { | ||
| "af-south-1": "626614931356", | ||
| "ap-east-1": "871362719292", | ||
| "ap-northeast-1": "763104351884", | ||
| "ap-northeast-2": "763104351884", | ||
| "ap-northeast-3": "364406365360", | ||
| "ap-south-1": "763104351884", | ||
| "ap-southeast-1": "763104351884", | ||
| "ap-southeast-2": "763104351884", | ||
| "ca-central-1": "763104351884", | ||
| "cn-north-1": "727897471807", | ||
| "cn-northwest-1": "727897471807", | ||
| "eu-central-1": "763104351884", | ||
| "eu-north-1": "763104351884", | ||
| "eu-west-1": "763104351884", | ||
| "eu-west-2": "763104351884", | ||
| "eu-west-3": "763104351884", | ||
| "eu-south-1": "692866216735", | ||
| "me-south-1": "217643126080", | ||
| "sa-east-1": "763104351884", | ||
| "us-east-1": "763104351884", | ||
| "us-east-2": "763104351884", | ||
| "us-gov-west-1": "442386744353", | ||
| "us-iso-east-1": "886529160074", | ||
| "us-west-1": "763104351884", | ||
| "us-west-2": "763104351884" | ||
| }, | ||
| "repository": "autogluon-inference", | ||
| "py_versions": ["py37"] | ||
| } | ||
| } | ||
| } | ||
| } | ||
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@@ -59,6 +59,7 @@ | |
| "xgboost", | ||
| "spark", | ||
| "huggingface", | ||
| "autogluon", | ||
| ) | ||
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| # 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. | ||
| from __future__ import absolute_import | ||
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| import pytest | ||
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| from sagemaker import image_uris | ||
| from tests.unit.sagemaker.image_uris import expected_uris | ||
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| ACCOUNTS = { | ||
| "af-south-1": "626614931356", | ||
| "ap-east-1": "871362719292", | ||
| "ap-northeast-1": "763104351884", | ||
| "ap-northeast-2": "763104351884", | ||
| "ap-northeast-3": "364406365360", | ||
| "ap-south-1": "763104351884", | ||
| "ap-southeast-1": "763104351884", | ||
| "ap-southeast-2": "763104351884", | ||
| "ca-central-1": "763104351884", | ||
| "eu-central-1": "763104351884", | ||
| "eu-north-1": "763104351884", | ||
| "eu-west-1": "763104351884", | ||
| "eu-west-2": "763104351884", | ||
| "eu-west-3": "763104351884", | ||
| "eu-south-1": "692866216735", | ||
| "me-south-1": "217643126080", | ||
| "sa-east-1": "763104351884", | ||
| "us-east-1": "763104351884", | ||
| "us-east-2": "763104351884", | ||
| "us-gov-west-1": "442386744353", | ||
| "us-iso-east-1": "886529160074", | ||
| "us-west-1": "763104351884", | ||
| "us-west-2": "763104351884", | ||
| } | ||
| VERSIONS = ["0.3.1"] | ||
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| @pytest.mark.parametrize("version", VERSIONS) | ||
| def test_valid_uris(version): | ||
|
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There was a problem hiding this comment. Why don't you parameterize the There was a problem hiding this comment. I'm following same pattern other tests are doing |
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| for region in ACCOUNTS.keys(): | ||
| uri = image_uris.retrieve( | ||
| "autogluon", | ||
| region=region, | ||
| version=version, | ||
| py_version="py37", | ||
| image_scope="training", | ||
| instance_type="ml.c4.xlarge", | ||
| ) | ||
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| expected = expected_uris.framework_uri( | ||
| "autogluon-training", | ||
| version, | ||
| ACCOUNTS[region], | ||
| py_version="py37", | ||
| region=region, | ||
| ) | ||
| assert uri == expected | ||
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| @pytest.mark.parametrize("version", VERSIONS) | ||
| def test_py3_error(version): | ||
| with pytest.raises(ValueError) as e: | ||
| image_uris.retrieve( | ||
| "autogluon", | ||
| region="us-west-2", | ||
| version=version, | ||
| py_version="py3", | ||
| image_scope="training", | ||
| instance_type="ml.c4.xlarge", | ||
| ) | ||
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| assert "Unsupported Python version: py3." in str(e.value) | ||
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| @pytest.mark.parametrize("version", VERSIONS) | ||
| def test_gpu_error(version): | ||
| with pytest.raises(ValueError) as e: | ||
| image_uris.retrieve( | ||
| "autogluon", | ||
| region="us-west-2", | ||
| version=version, | ||
| image_scope="inference", | ||
| instance_type="ml.p2.xlarge", | ||
| ) | ||
|
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| assert "Unsupported processor: gpu." in str(e.value) | ||
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just to confirm, no gpu for inference?
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Correct, only CPU inference container (for now)