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from unittest.mock import patch
import pytest
from azure.ai.agents import AgentsClient
from azure.ai.agents.aio import AgentsClient as AsyncAgentsClient
from typing import List, Dict, MutableMapping, Any
from overload_assert_utils import (
assert_same_http_requests,
OverloadAssertion,
dict_to_io_bytes,
get_mock_fn,
)
from azure.ai.agents.models import ThreadMessageOptions, ToolResources, VectorStore
JSON = MutableMapping[str, Any] # pylint: disable=unsubscriptable-object
class TestSignatures:
@pytest.mark.asyncio
@assert_same_http_requests
async def test_create_agent(
self, agent: AgentsClient, async_agent: AsyncAgentsClient, assertion: OverloadAssertion
):
model = "gpt-4-1106-preview"
name = "first"
instructions = "You are a helpful agent"
body = {"model": model, "name": name, "instructions": instructions}
agent.create_agent(model=model, name=name, instructions=instructions)
agent.create_agent(body=body)
agent.create_agent(body=dict_to_io_bytes(body))
await async_agent.create_agent(model=model, name=name, instructions=instructions)
await async_agent.create_agent(body=body)
await async_agent.create_agent(body=dict_to_io_bytes(body))
assertion.same_http_requests_from(operation_count=6, api_per_operation_count=1)
@pytest.mark.asyncio
@assert_same_http_requests
async def test_create_vector_store_and_poll(
self, agent: AgentsClient, async_agent: AsyncAgentsClient, assertion: OverloadAssertion
):
file_ids = ["file_id"]
body = {"file_ids": file_ids}
with patch(
"azure.ai.agents.operations._operations.VectorStoresOperations.create",
wraps=get_mock_fn(
agent.vector_stores.create, return_val=VectorStore({"id": "store_1", "status": "in_progress"})
),
), patch(
"azure.ai.agents.operations._operations.VectorStoresOperations.get",
wraps=get_mock_fn(
agent.vector_stores.get, return_val=VectorStore({"id": "store_1", "status": "completed"})
),
):
agent.vector_stores.create_and_poll(file_ids=file_ids, polling_interval=0)
agent.vector_stores.create_and_poll(body=body, polling_interval=0)
agent.vector_stores.create_and_poll(body=dict_to_io_bytes(body), polling_interval=0)
with patch(
"azure.ai.agents.aio.operations._operations.VectorStoresOperations.create",
wraps=get_mock_fn(
async_agent.vector_stores.create, return_val=VectorStore({"id": "store_1", "status": "in_progress"})
),
), patch(
"azure.ai.agents.aio.operations._operations.VectorStoresOperations.get",
wraps=get_mock_fn(
async_agent.vector_stores.get, return_val=VectorStore({"id": "store_1", "status": "completed"})
),
):
await async_agent.vector_stores.create_and_poll(file_ids=file_ids, polling_interval=0)
await async_agent.vector_stores.create_and_poll(body=body, polling_interval=0)
await async_agent.vector_stores.create_and_poll(body=dict_to_io_bytes(body), polling_interval=0)
assertion.same_http_requests_from(operation_count=6, api_per_operation_count=2)
@pytest.mark.asyncio
@assert_same_http_requests
async def test_create_thread(
self, agent: AgentsClient, async_agent: AsyncAgentsClient, assertion: OverloadAssertion
):
messages: List[ThreadMessageOptions] = []
tool_resources: ToolResources = ToolResources()
metadata: Dict[str, str] = {}
body = {"messages": messages, "tool_resources": tool_resources, "metadata": metadata}
agent.threads.create(messages=messages, tool_resources=tool_resources, metadata=metadata)
agent.threads.create(body=body)
agent.threads.create(body=dict_to_io_bytes(body))
await async_agent.threads.create(messages=messages, tool_resources=tool_resources, metadata=metadata)
await async_agent.threads.create(body=body)
await async_agent.threads.create(body=dict_to_io_bytes(body))
assertion.same_http_requests_from(operation_count=6, api_per_operation_count=1)
@pytest.mark.asyncio
@pytest.mark.skip("Defect: during body as JSON and IO Bytes don't, backend not called with stream=False")
@assert_same_http_requests
async def test_create_run(self, agent: AgentsClient, async_agent: AsyncAgentsClient, assertion: OverloadAssertion):
thread_id = "thread_id"
agent_id = "agent_id"
body = {"agent_id": agent_id}
agent.runs.create(thread_id, agent_id=agent_id)
agent.runs.create(thread_id, body=body)
agent.runs.create(thread_id, body=dict_to_io_bytes(body))
await async_agent.runs.create(thread_id, agent_id=agent_id)
await async_agent.runs.create(thread_id, body=body)
await async_agent.runs.create(thread_id, body=dict_to_io_bytes(body))
assertion.same_http_requests_from(operation_count=6, api_per_operation_count=1)
@pytest.mark.asyncio
@pytest.mark.skip("Defect: during body as JSON and IO Bytes don't, backend not called with stream=True")
@assert_same_http_requests
async def test_create_stream(
self, agent: AgentsClient, async_agent: AsyncAgentsClient, assertion: OverloadAssertion
):
thread_id = "thread_id"
agent_id = "agent_id"
body = {"agent_id": agent_id}
agent.runs.stream(thread_id, agent_id=agent_id)
agent.runs.stream(thread_id, body=body)
agent.runs.stream(thread_id, body=dict_to_io_bytes(body))
await async_agent.runs.stream(thread_id, agent_id=agent_id)
await async_agent.runs.stream(thread_id, body=body)
await async_agent.runs.stream(thread_id, body=dict_to_io_bytes(body))
assertion.same_http_requests_from(operation_count=6, api_per_operation_count=1)
|
