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test_mgmt_client.py
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659 lines (534 loc) · 20.9 KB
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##
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
##
import pytest
from unittest.mock import MagicMock, patch
from http import HTTPStatus
from azure.core.exceptions import HttpResponseError
from azure.quantum._mgmt_client import WorkspaceMgmtClient
from azure.quantum._workspace_connection_params import WorkspaceConnectionParams
from azure.quantum._constants import ConnectionConstants
from common import (
SUBSCRIPTION_ID,
RESOURCE_GROUP,
WORKSPACE,
LOCATION,
ENDPOINT_URI,
)
def test_init_creates_client():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
assert client._credential == mock_credential
assert client._base_url == base_url
assert client._client is not None
assert len(client._policies) == 5
def test_init_without_user_agent():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url
)
assert client._credential == mock_credential
assert client._base_url == base_url
assert client._client is not None
def test_context_manager_enter():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
with patch.object(mgmt_client._client, '__enter__', return_value=mgmt_client._client):
result = mgmt_client.__enter__()
assert result == mgmt_client
def test_context_manager_exit():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
with patch.object(mgmt_client._client, '__exit__') as mock_exit:
mgmt_client.__exit__(None, None, None)
mock_exit.assert_called_once()
def test_close():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
with patch.object(mgmt_client._client, 'close') as mock_close:
mgmt_client.close()
mock_close.assert_called_once()
def test_load_workspace_from_arg_success():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
connection_params.subscription_id = None
connection_params.location = None
connection_params.quantum_endpoint = None
mgmt_client.load_workspace_from_arg(connection_params)
assert connection_params.subscription_id == SUBSCRIPTION_ID
assert connection_params.resource_group == RESOURCE_GROUP
assert connection_params.workspace_name == WORKSPACE
assert connection_params.location == LOCATION
assert connection_params.quantum_endpoint == ENDPOINT_URI
def test_load_workspace_from_arg_with_resource_group_filter():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
workspace_name=WORKSPACE,
resource_group=RESOURCE_GROUP
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arg(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert RESOURCE_GROUP in str(request.content)
def test_load_workspace_from_arg_with_location_filter():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
workspace_name=WORKSPACE,
location=LOCATION
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arg(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert LOCATION in str(request.content)
def test_load_workspace_from_arg_with_subscription_filter():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
workspace_name=WORKSPACE,
subscription_id=SUBSCRIPTION_ID
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arg(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
request_body = request.content
assert 'subscriptions' in request_body
def test_load_workspace_from_arg_no_workspace_name():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams()
with pytest.raises(ValueError, match="Workspace name must be specified"):
mgmt_client.load_workspace_from_arg(connection_params)
def test_load_workspace_from_arg_no_matching_workspace():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {'data': []}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
with pytest.raises(ValueError, match="No matching workspace found"):
mgmt_client.load_workspace_from_arg(connection_params)
def test_load_workspace_from_arg_multiple_workspaces():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [
{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
},
{
'name': WORKSPACE,
'subscriptionId': 'another-sub-id',
'resourceGroup': 'another-rg',
'location': 'westus',
'endpointUri': 'https://another.endpoint.com/'
}
]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
with pytest.raises(ValueError, match="Multiple Azure Quantum workspaces found"):
mgmt_client.load_workspace_from_arg(connection_params)
def test_load_workspace_from_arg_incomplete_workspace_data():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
with pytest.raises(ValueError, match="Failed to retrieve complete workspace details"):
mgmt_client.load_workspace_from_arg(connection_params)
def test_load_workspace_from_arg_request_exception():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
with patch.object(mgmt_client._client, 'send_request', side_effect=Exception("Network error")):
with pytest.raises(RuntimeError, match="Could not load workspace details from Azure Resource Graph"):
mgmt_client.load_workspace_from_arg(connection_params)
def test_load_workspace_from_arm_success():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'location': LOCATION,
'properties': {
'endpointUri': ENDPOINT_URI
}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
connection_params.location = None
connection_params.quantum_endpoint = None
mgmt_client.load_workspace_from_arm(connection_params)
assert connection_params.location == LOCATION
assert connection_params.quantum_endpoint == ENDPOINT_URI
def test_load_workspace_from_arm_missing_required_params():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
workspace_name=WORKSPACE
)
with pytest.raises(ValueError, match="Missing required connection parameters"):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_workspace_not_found():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_error = HttpResponseError()
mock_error.status_code = HTTPStatus.NOT_FOUND
with patch.object(mgmt_client._client, 'send_request', side_effect=mock_error):
with pytest.raises(ValueError, match="not found in resource group"):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_http_error():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_error = HttpResponseError()
mock_error.status_code = HTTPStatus.FORBIDDEN
with patch.object(mgmt_client._client, 'send_request', side_effect=mock_error):
with pytest.raises(HttpResponseError):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_missing_location():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'properties': {
'endpointUri': ENDPOINT_URI
}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
with pytest.raises(ValueError, match="Failed to retrieve location"):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_missing_endpoint():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'location': LOCATION,
'properties': {}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response):
with pytest.raises(ValueError, match="Failed to retrieve endpoint uri"):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_request_exception():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
with patch.object(mgmt_client._client, 'send_request', side_effect=Exception("Network error")):
with pytest.raises(RuntimeError, match="Could not load workspace details from ARM"):
mgmt_client.load_workspace_from_arm(connection_params)
def test_load_workspace_from_arm_uses_custom_api_version():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
api_version="2024-01-01"
)
mock_response = MagicMock()
mock_response.json.return_value = {
'location': LOCATION,
'properties': {
'endpointUri': ENDPOINT_URI
}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arm(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert "2024-01-01" in request.url
def test_load_workspace_from_arm_uses_default_api_version():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'location': LOCATION,
'properties': {
'endpointUri': ENDPOINT_URI
}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arm(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert ConnectionConstants.DEFAULT_ARM_WORKSPACE_API_VERSION in request.url
def test_load_workspace_from_arg_constructs_correct_url():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'data': [{
'name': WORKSPACE,
'subscriptionId': SUBSCRIPTION_ID,
'resourceGroup': RESOURCE_GROUP,
'location': LOCATION,
'endpointUri': ENDPOINT_URI
}]
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arg(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert "/providers/Microsoft.ResourceGraph/resources" in request.url
assert ConnectionConstants.DEFAULT_ARG_API_VERSION in request.url
def test_load_workspace_from_arm_constructs_correct_url():
mock_credential = MagicMock()
base_url = ConnectionConstants.ARM_PRODUCTION_ENDPOINT
mgmt_client = WorkspaceMgmtClient(
credential=mock_credential,
base_url=base_url,
user_agent="test-agent"
)
connection_params = WorkspaceConnectionParams(
subscription_id=SUBSCRIPTION_ID,
resource_group=RESOURCE_GROUP,
workspace_name=WORKSPACE,
)
mock_response = MagicMock()
mock_response.json.return_value = {
'location': LOCATION,
'properties': {
'endpointUri': ENDPOINT_URI
}
}
with patch.object(mgmt_client._client, 'send_request', return_value=mock_response) as mock_send:
mgmt_client.load_workspace_from_arm(connection_params)
call_args = mock_send.call_args
request = call_args[0][0]
assert f"/subscriptions/{SUBSCRIPTION_ID}" in request.url
assert f"/resourceGroups/{RESOURCE_GROUP}" in request.url
assert f"/providers/Microsoft.Quantum/workspaces/{WORKSPACE}" in request.url