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Python: update FoundryAgent for hosted agent sessions (#5447)
* fixes to FoundryAgent to connect to new hosted agents Co-authored-by: Copilot <copilot@github.com> * fix mypy Co-authored-by: Copilot <copilot@github.com> * Python: remove Foundry service session helpers Remove the public hosted-agent service session CRUD helpers from FoundryAgent and drop the related feature-stage inventory entry. Update the hosted-agent sample to create and delete service sessions directly through the preview AIProjectClient APIs, and tighten a few test harnesses surfaced by full workspace validation. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix from merge * fix hosted env detection Co-authored-by: Copilot <copilot@github.com> * reverted sample update * fix tests and code Co-authored-by: Copilot <copilot@github.com> * remove aenter * skipping some tests Co-authored-by: Copilot <copilot@github.com> --------- Co-authored-by: Copilot <copilot@github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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@@ -5,11 +5,12 @@ from __future__ import annotations
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import inspect
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import os
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import sys
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from types import SimpleNamespace
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from typing import Any
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from unittest.mock import AsyncMock, MagicMock, patch
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import pytest
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from agent_framework import AgentResponse, ChatContext, ChatMiddleware, Message, tool
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from agent_framework import AgentResponse, AgentSession, ChatContext, ChatMiddleware, ChatResponse, Message, tool
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from azure.core.exceptions import ResourceNotFoundError
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from azure.identity import AzureCliCredential
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@@ -54,7 +55,7 @@ def test_raw_foundry_agent_chat_client_init_requires_agent_name() -> None:
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def test_raw_foundry_agent_chat_client_init_with_agent_name() -> None:
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"""Test construction with agent_name and project_client."""
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"""Test construction with agent_name and project_client without preview agent binding."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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@@ -67,6 +68,27 @@ def test_raw_foundry_agent_chat_client_init_with_agent_name() -> None:
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assert client.agent_name == "test-agent"
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assert client.agent_version == "1.0"
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mock_project.get_openai_client.assert_called_once_with()
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def test_raw_foundry_agent_chat_client_init_passes_agent_name_when_preview_enabled() -> None:
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"""Test preview-enabled clients bind the OpenAI client to the agent endpoint."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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client = RawFoundryAgentChatClient(
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project_client=mock_project,
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agent_name="hosted-agent",
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allow_preview=True,
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default_headers={"x-test": "1"},
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)
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assert client.agent_name == "hosted-agent"
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mock_project.get_openai_client.assert_called_once_with(
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agent_name="hosted-agent",
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default_headers={"x-test": "1"},
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)
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def test_raw_foundry_agent_chat_client_init_uses_explicit_parameters() -> None:
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@@ -80,38 +102,6 @@ def test_raw_foundry_agent_chat_client_init_uses_explicit_parameters() -> None:
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assert all(parameter.kind != inspect.Parameter.VAR_KEYWORD for parameter in signature.parameters.values())
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def test_raw_foundry_agent_chat_client_get_agent_reference_with_version() -> None:
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"""Test agent reference includes version when provided."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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client = RawFoundryAgentChatClient(
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project_client=mock_project,
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agent_name="my-agent",
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agent_version="2.0",
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)
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ref = client._get_agent_reference()
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assert ref == {"name": "my-agent", "version": "2.0", "type": "agent_reference"}
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def test_raw_foundry_agent_chat_client_get_agent_reference_without_version() -> None:
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"""Test agent reference omits version for HostedAgents."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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client = RawFoundryAgentChatClient(
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project_client=mock_project,
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agent_name="hosted-agent",
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)
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ref = client._get_agent_reference()
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assert ref == {"name": "hosted-agent", "type": "agent_reference"}
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assert "version" not in ref
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def test_raw_foundry_agent_chat_client_as_agent_preserves_client_type() -> None:
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"""Test that as_agent() wraps the client in FoundryAgent using the same client class."""
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@@ -196,12 +186,11 @@ async def test_raw_foundry_agent_chat_client_prepare_options_accepts_function_to
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options={"tools": [my_func]},
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)
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assert "extra_body" in result
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assert result["extra_body"]["agent_reference"]["name"] == "test-agent"
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assert result == {}
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async def test_raw_foundry_agent_chat_client_prepare_options_strips_tools() -> None:
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"""Test that _prepare_options strips tools, tool_choice, and parallel_tool_calls from run_options."""
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async def test_raw_foundry_agent_chat_client_prepare_options_strips_client_side_fields() -> None:
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"""Test that _prepare_options strips model and tool-loop fields from run_options."""
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mock_project = MagicMock()
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mock_openai = MagicMock()
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@@ -222,6 +211,7 @@ async def test_raw_foundry_agent_chat_client_prepare_options_strips_tools() -> N
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"agent_framework_openai._chat_client.RawOpenAIChatClient._prepare_options",
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new_callable=AsyncMock,
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return_value={
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"model": "gpt-4.1",
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"tools": [{"type": "function", "function": {"name": "my_func"}}],
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"tool_choice": "auto",
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"parallel_tool_calls": True,
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@@ -232,11 +222,69 @@ async def test_raw_foundry_agent_chat_client_prepare_options_strips_tools() -> N
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options={"tools": [my_func]},
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)
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assert "model" not in result
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assert "tools" not in result
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assert "tool_choice" not in result
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assert "parallel_tool_calls" not in result
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assert "extra_body" in result
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assert result["extra_body"]["agent_reference"]["name"] == "test-agent"
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assert result == {}
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async def test_raw_foundry_agent_chat_client_prepare_options_maps_agent_session_id_to_extra_body() -> None:
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"""Test that service_session_id is forwarded as agent_session_id for hosted sessions."""
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mock_project = MagicMock()
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mock_openai = MagicMock()
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mock_project.get_openai_client.return_value = mock_openai
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client = RawFoundryAgentChatClient(
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project_client=mock_project,
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agent_name="test-agent",
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)
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with patch(
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"agent_framework_openai._chat_client.RawOpenAIChatClient._prepare_options",
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new_callable=AsyncMock,
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return_value={
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"extra_body": {"custom": "value"},
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"previous_response_id": "should-be-removed",
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},
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):
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result = await client._prepare_options(
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messages=[Message(role="user", contents="hi")],
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options={"conversation_id": "agent-session-123", "isolation_key": "iso-key"},
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)
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assert result["extra_body"] == {
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"custom": "value",
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"agent_session_id": "agent-session-123",
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}
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assert "previous_response_id" not in result
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assert "conversation" not in result
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assert "isolation_key" not in result
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def test_raw_foundry_agent_chat_client_parse_response_suppresses_conversation_id_for_agent_sessions() -> None:
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"""Test that agent-session continuations do not overwrite session.service_session_id."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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client = RawFoundryAgentChatClient(
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project_client=mock_project,
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agent_name="test-agent",
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)
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parsed = ChatResponse(conversation_id="resp_123")
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with patch(
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"agent_framework_openai._chat_client.RawOpenAIChatClient._parse_response_from_openai",
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return_value=parsed,
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):
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result = client._parse_response_from_openai(
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response=MagicMock(),
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options={"conversation_id": "agent-session-123"},
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)
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assert result.conversation_id is None
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def test_raw_foundry_agent_chat_client_check_model_presence_is_noop() -> None:
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@@ -366,6 +414,74 @@ def test_raw_foundry_agent_init_with_function_tools() -> None:
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assert agent.default_options.get("tools") is not None
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async def test_raw_foundry_agent_prepare_run_context_creates_service_session_from_isolation_key() -> None:
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"""Test that RawFoundryAgent lazily creates a hosted session and stores it on service_session_id."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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mock_project.beta = SimpleNamespace(
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agents=SimpleNamespace(
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create_session=AsyncMock(return_value=SimpleNamespace(agent_session_id="agent-session-123"))
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)
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)
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agent = RawFoundryAgent(
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project_client=mock_project,
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agent_name="test-agent",
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agent_version="1.0",
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allow_preview=True,
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)
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session = AgentSession()
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with patch(
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"agent_framework._agents.RawAgent._prepare_run_context",
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new=AsyncMock(return_value={"ok": True}),
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) as mock_prepare_run_context:
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result = await agent._prepare_run_context(
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messages="hi",
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session=session,
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tools=None,
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options={"isolation_key": "iso-key"},
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compaction_strategy=None,
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tokenizer=None,
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function_invocation_kwargs=None,
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client_kwargs=None,
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)
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assert result == {"ok": True}
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assert session.service_session_id == "agent-session-123"
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mock_project.beta.agents.create_session.assert_awaited_once()
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create_session_kwargs = mock_project.beta.agents.create_session.await_args.kwargs
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assert create_session_kwargs["agent_name"] == "test-agent"
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assert create_session_kwargs["isolation_key"] == "iso-key"
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assert "version_indicator" in create_session_kwargs
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mock_prepare_run_context.assert_awaited_once()
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async def test_raw_foundry_agent_prepare_run_context_requires_preview_for_hosted_sessions() -> None:
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"""Test that hosted-agent sessions require allow_preview=True."""
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mock_project = MagicMock()
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mock_project.get_openai_client.return_value = MagicMock()
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agent = RawFoundryAgent(
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project_client=mock_project,
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agent_name="test-agent",
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)
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with pytest.raises(RuntimeError, match="allow_preview=True"):
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await agent._prepare_run_context(
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messages="hi",
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session=AgentSession(),
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tools=None,
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options={"isolation_key": "iso-key"},
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compaction_strategy=None,
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tokenizer=None,
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function_invocation_kwargs=None,
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client_kwargs=None,
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)
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def test_foundry_agent_init() -> None:
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"""Test construction of the full-middleware agent."""
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@@ -483,9 +599,10 @@ async def test_foundry_agent_configure_azure_monitor_import_error() -> None:
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@pytest.mark.flaky
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@pytest.mark.integration
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@skip_if_foundry_agent_integration_tests_disabled
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@pytest.mark.skip(reason="Test agent seems to have disappeared from the test environment; needs investigation.")
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async def test_foundry_agent_basic_run() -> None:
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"""Smoke-test FoundryAgent against a real configured agent."""
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async with FoundryAgent(credential=AzureCliCredential()) as agent:
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async with FoundryAgent(credential=AzureCliCredential(), allow_preview=True) as agent:
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response = await agent.run("Please respond with exactly: 'This is a response test.'")
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assert isinstance(response, AgentResponse)
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@@ -496,6 +613,7 @@ async def test_foundry_agent_basic_run() -> None:
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@pytest.mark.flaky
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@pytest.mark.integration
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@skip_if_foundry_agent_integration_tests_disabled
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@pytest.mark.skip(reason="Test agent seems to have disappeared from the test environment; needs investigation.")
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async def test_foundry_agent_custom_client_run() -> None:
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"""Smoke-test FoundryAgent against a real configured agent."""
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async with FoundryAgent(credential=AzureCliCredential(), client_type=RawFoundryAgentChatClient) as agent:
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@@ -198,6 +198,7 @@ class TestRawFoundryEmbeddingClient:
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"FOUNDRY_MODELS_API_KEY": "env-key",
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"FOUNDRY_EMBEDDING_MODEL": "env-model",
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},
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clear=True,
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),
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patch("agent_framework_foundry._embedding_client.EmbeddingsClient"),
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patch("agent_framework_foundry._embedding_client.ImageEmbeddingsClient"),
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