File size: 2,208 Bytes
476455e | 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 | # 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
import pytest
from mock import Mock
from sagemaker.model import Model
MODEL_DATA = "s3://bucket/model.tar.gz"
MODEL_IMAGE = "mi"
REGION = "us-west-2"
DESCRIBE_EDGE_PACKAGING_JOB_RESPONSE = {
"EdgePackagingJobStatus": "Completed",
"ModelArtifact": "s3://output-path/package-model.tar.gz",
}
@pytest.fixture
def sagemaker_session():
return Mock(boto_region_name=REGION)
def _create_model(sagemaker_session=None):
model = Model(MODEL_IMAGE, MODEL_DATA, role="role", sagemaker_session=sagemaker_session)
model._compilation_job_name = "compilation-test-name"
model._is_compiled_model = True
return model
def test_package_model(sagemaker_session):
sagemaker_session.wait_for_edge_packaging_job = Mock(
return_value=DESCRIBE_EDGE_PACKAGING_JOB_RESPONSE
)
model = _create_model(sagemaker_session)
model.package_for_edge(
output_path="s3://output",
role="role",
model_name="model_name",
model_version="1.0",
)
assert model._is_edge_packaged_model is True
def test_package_validates_compiled():
sagemaker_session.wait_for_edge_packaging_job = Mock(
return_value=DESCRIBE_EDGE_PACKAGING_JOB_RESPONSE
)
sagemaker_session.package_model_for_edge = Mock()
model = _create_model()
model._compilation_job_name = None
with pytest.raises(ValueError) as e:
model.package_for_edge(
output_path="s3://output",
role="role",
model_name="model_name",
model_version="1.0",
)
assert "You must first compile this model" in str(e)
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