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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
from azure.ai.projects import AIProjectClient
from test_base import TestBase, servicePreparer
from devtools_testutils import recorded_by_proxy
class TestDeployments(TestBase):
# To run this test, use the following command in the \sdk\ai\azure-ai-projects folder:
# cls & pytest tests\test_deployments.py::TestDeployments::test_deployments -s
@servicePreparer()
@recorded_by_proxy
def test_deployments(self, **kwargs):
endpoint = kwargs.pop("azure_ai_projects_tests_project_endpoint")
print("\n=====> Endpoint:", endpoint)
model_publisher = self.test_deployments_params["model_publisher"]
model_name = self.test_deployments_params["model_name"]
model_deployment_name = self.test_deployments_params["model_deployment_name"]
with AIProjectClient(
endpoint=endpoint,
credential=self.get_credential(AIProjectClient, is_async=False),
) as project_client:
print("[test_deployments] List all deployments")
empty = True
for deployment in project_client.deployments.list():
empty = False
TestBase.validate_deployment(deployment)
assert not empty
print(f"[test_deployments] List all deployments by the model publisher `{model_publisher}`")
empty = True
for deployment in project_client.deployments.list(model_publisher=model_publisher):
empty = False
TestBase.validate_deployment(deployment, expected_model_publisher=model_publisher)
assert not empty
print(f"[test_deployments] List all deployments of model `{model_name}`")
empty = True
for deployment in project_client.deployments.list(model_name=model_name):
empty = False
TestBase.validate_deployment(deployment, expected_model_name=model_name)
assert not empty
print(f"[test_deployments] Get a single deployment named `{model_deployment_name}`")
deployment = project_client.deployments.get(model_deployment_name)
TestBase.validate_deployment(deployment, expected_model_deployment_name=model_deployment_name)
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