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# pylint: disable=line-too-long,useless-suppression
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import pytest
from devtools_testutils import (
add_general_regex_sanitizer,
add_body_key_sanitizer,
remove_batch_sanitizers,
get_credential,
test_proxy,
)
from azure.ai.agents import AgentsClient
from dotenv import load_dotenv, find_dotenv
if not load_dotenv(find_dotenv(filename="azure_ai_agents_tests.env"), override=True):
print("Failed to apply environment variables for azure-ai-projects tests.")
class SanitizedValues:
SUBSCRIPTION_ID = "00000000-0000-0000-0000-000000000000"
RESOURCE_GROUP_NAME = "00000"
WORKSPACE_NAME = "00000"
DATASET_NAME = "00000"
TENANT_ID = "00000000-0000-0000-0000-000000000000"
USER_OBJECT_ID = "00000000-0000-0000-0000-000000000000"
API_KEY = "00000000000000000000000000000000000000000000000000000000000000000000"
VECTOR_STORE_NAME = "vs_000000000000000000000000"
# cSpell:disable-next-line
FILE_BATCH = "vsfb_00000000000000000000000000000000"
@pytest.fixture(scope="session")
def mock_project_scope():
return {
"subscription_id": f"{SanitizedValues.SUBSCRIPTION_ID}",
"resource_group_name": f"{SanitizedValues.RESOURCE_GROUP_NAME}",
"project_name": f"{SanitizedValues.WORKSPACE_NAME}",
}
@pytest.fixture(scope="session")
def mock_dataset_name():
return {
"dataset_name": f"{SanitizedValues.DATASET_NAME}",
}
@pytest.fixture(scope="session")
def mock_vector_store_name():
return {
"vector_store_name": f"{SanitizedValues.VECTOR_STORE_NAME}",
"file_batches": f"{SanitizedValues.FILE_BATCH}",
}
# autouse=True will trigger this fixture on each pytest run, even if it's not explicitly used by a test method
@pytest.fixture(scope="session", autouse=True)
def start_proxy(test_proxy):
return
@pytest.fixture(scope="session", autouse=True)
def add_sanitizers(test_proxy, mock_project_scope, mock_dataset_name, mock_vector_store_name):
def azure_workspace_triad_sanitizer():
"""Sanitize subscription, resource group, and workspace."""
add_general_regex_sanitizer(
regex=r"/subscriptions/([-\w\._\(\)]+)",
value=mock_project_scope["subscription_id"],
group_for_replace="1",
)
add_general_regex_sanitizer(
regex=r"/resource[gG]roups/([-\w\._\(\)]+)",
value=mock_project_scope["resource_group_name"],
group_for_replace="1",
)
add_general_regex_sanitizer(
regex=r"/workspaces/([-\w\._\(\)]+)", value=mock_project_scope["project_name"], group_for_replace="1"
)
# TODO (Darren): Check why this is needed in addition to the above
add_general_regex_sanitizer(
regex=r"%2Fsubscriptions%2F([-\w\._\(\)]+)",
value=mock_project_scope["subscription_id"],
group_for_replace="1",
)
# TODO (Darren): Check why this is needed in addition to the above
add_general_regex_sanitizer(
regex=r"%2Fresource[gG]roups%2F([-\w\._\(\)]+)",
value=mock_project_scope["resource_group_name"],
group_for_replace="1",
)
add_general_regex_sanitizer(
regex=r"api/projects/([-\w\._\(\)]+)",
value=mock_project_scope["project_name"],
group_for_replace="1",
)
azure_workspace_triad_sanitizer()
add_general_regex_sanitizer(regex=r"/runs/([-\w\._\(\)]+)", value="Sanitized", group_for_replace="1")
add_general_regex_sanitizer(
regex=r"/data/([-\w\._\(\)]+)", value=mock_dataset_name["dataset_name"], group_for_replace="1"
)
add_general_regex_sanitizer(
regex=r"/vector_stores/([-\w\._\(\)]+)",
value=mock_vector_store_name["vector_store_name"],
group_for_replace="1",
)
add_general_regex_sanitizer(
regex=r"/file_batches/([-\w\._\(\)]+)/", value=mock_vector_store_name["file_batches"], group_for_replace="1"
)
# Sanitize Application Insights connection string from service response (/tests/telemetry)
add_body_key_sanitizer(
json_path="properties.ConnectionString",
value="InstrumentationKey=00000000-0000-0000-0000-000000000000;IngestionEndpoint=https://region.applicationinsights.azure.com/;LiveEndpoint=https://region.livediagnostics.monitor.azure.com/;ApplicationId=00000000-0000-0000-0000-000000000000",
)
add_body_key_sanitizer(
json_path="data_sources[*].uri",
value="azureml://subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000/product_info_1.md",
)
add_body_key_sanitizer(
json_path="configuration.data_sources[*].uri",
value="azureml://subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000/product_info_1.md",
)
add_body_key_sanitizer(
json_path="data_source.uri",
value="azureml://subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000/product_info_1.md",
)
add_body_key_sanitizer(
json_path="tool_resources.azure_ai_search.indexes[*].index_connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/connections/someindex",
)
# Sanitize the plain bing grounding.
add_body_key_sanitizer(
json_path="tools[*].bing_grounding.search_configurations[*].connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
# Sanitize the custom bing grounding.
add_body_key_sanitizer(
json_path="tools[*].bing_custom_search.search_configurations[*].connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
# Sanitize deep research tool bing connection ID
add_body_key_sanitizer(
json_path="tools[*].deep_research.bing_grounding_connections[*].connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
# Sanitize Browser Automation tool's Playwright Workspace connection ID
add_body_key_sanitizer(
json_path="tools[*].browser_automation.connection.id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
# Sanitize Fabric data agent connection
add_body_key_sanitizer(
json_path="tools[*].fabric_dataagent.connections[*].connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
# Sanitize SharePoint connection
add_body_key_sanitizer(
json_path="tools[*].sharepoint_grounding.connections[*].connection_id",
value="/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/00000/providers/Microsoft.CognitiveServices/accounts/00000/projects/00000/connections/00000",
)
add_body_key_sanitizer(
json_path="tool_resources.code_interpreter.data_sources[*].uri",
value="azureai://accounts/0000-0000/projects/0000000/data/00000/versions/1.0",
)
# Sanitize API key from service response (/tests/connections)
add_body_key_sanitizer(json_path="properties.credentials.key", value="Sanitized")
# Remove the following sanitizers since certain fields are needed in tests and are non-sensitive:
# - AZSDK3493: $..name
# - AZSDK3430: $..id
remove_batch_sanitizers(["AZSDK3493"])
remove_batch_sanitizers(["AZSDK3430"])
|
