mirror of https://github.com/home-assistant/core
488 lines
16 KiB
Python
488 lines
16 KiB
Python
"""Tests for the Anthropic integration."""
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from unittest.mock import AsyncMock, Mock, patch
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from anthropic import RateLimitError
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from anthropic.types import Message, TextBlock, ToolUseBlock, Usage
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from freezegun import freeze_time
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from httpx import URL, Request, Response
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from syrupy.assertion import SnapshotAssertion
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import voluptuous as vol
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from homeassistant.components import conversation
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from homeassistant.components.conversation import trace
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from homeassistant.const import CONF_LLM_HASS_API
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from homeassistant.core import Context, HomeAssistant
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from homeassistant.exceptions import HomeAssistantError
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from homeassistant.helpers import intent, llm
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from homeassistant.setup import async_setup_component
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from homeassistant.util import ulid
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from tests.common import MockConfigEntry
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async def test_entity(
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hass: HomeAssistant,
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mock_config_entry: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test entity properties."""
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state = hass.states.get("conversation.claude")
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assert state
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assert state.attributes["supported_features"] == 0
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hass.config_entries.async_update_entry(
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mock_config_entry,
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options={
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**mock_config_entry.options,
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CONF_LLM_HASS_API: "assist",
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},
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)
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with patch(
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"anthropic.resources.messages.AsyncMessages.create", new_callable=AsyncMock
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):
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await hass.config_entries.async_reload(mock_config_entry.entry_id)
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state = hass.states.get("conversation.claude")
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assert state
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assert (
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state.attributes["supported_features"]
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== conversation.ConversationEntityFeature.CONTROL
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)
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async def test_error_handling(
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hass: HomeAssistant, mock_config_entry: MockConfigEntry, mock_init_component
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) -> None:
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"""Test that the default prompt works."""
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with patch(
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"anthropic.resources.messages.AsyncMessages.create",
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new_callable=AsyncMock,
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side_effect=RateLimitError(
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message=None,
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response=Response(
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status_code=429, request=Request(method="POST", url=URL())
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),
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body=None,
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),
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):
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result = await conversation.async_converse(
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hass, "hello", None, Context(), agent_id="conversation.claude"
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)
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assert result.response.response_type == intent.IntentResponseType.ERROR, result
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assert result.response.error_code == "unknown", result
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async def test_template_error(
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hass: HomeAssistant, mock_config_entry: MockConfigEntry
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) -> None:
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"""Test that template error handling works."""
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hass.config_entries.async_update_entry(
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mock_config_entry,
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options={
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"prompt": "talk like a {% if True %}smarthome{% else %}pirate please.",
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},
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)
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with patch(
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"anthropic.resources.messages.AsyncMessages.create", new_callable=AsyncMock
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):
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await hass.config_entries.async_setup(mock_config_entry.entry_id)
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await hass.async_block_till_done()
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result = await conversation.async_converse(
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hass, "hello", None, Context(), agent_id="conversation.claude"
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)
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assert result.response.response_type == intent.IntentResponseType.ERROR, result
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assert result.response.error_code == "unknown", result
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async def test_template_variables(
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hass: HomeAssistant, mock_config_entry: MockConfigEntry
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) -> None:
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"""Test that template variables work."""
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context = Context(user_id="12345")
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mock_user = Mock()
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mock_user.id = "12345"
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mock_user.name = "Test User"
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hass.config_entries.async_update_entry(
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mock_config_entry,
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options={
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"prompt": (
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"The user name is {{ user_name }}. "
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"The user id is {{ llm_context.context.user_id }}."
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),
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},
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)
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with (
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patch(
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"anthropic.resources.messages.AsyncMessages.create", new_callable=AsyncMock
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) as mock_create,
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patch("homeassistant.auth.AuthManager.async_get_user", return_value=mock_user),
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):
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await hass.config_entries.async_setup(mock_config_entry.entry_id)
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await hass.async_block_till_done()
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result = await conversation.async_converse(
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hass, "hello", None, context, agent_id="conversation.claude"
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)
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assert (
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result.response.response_type == intent.IntentResponseType.ACTION_DONE
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), result
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assert "The user name is Test User." in mock_create.mock_calls[1][2]["system"]
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assert "The user id is 12345." in mock_create.mock_calls[1][2]["system"]
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async def test_conversation_agent(
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hass: HomeAssistant,
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mock_config_entry: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test Anthropic Agent."""
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agent = conversation.agent_manager.async_get_agent(hass, "conversation.claude")
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assert agent.supported_languages == "*"
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@patch("homeassistant.components.anthropic.conversation.llm.AssistAPI._async_get_tools")
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async def test_function_call(
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mock_get_tools,
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hass: HomeAssistant,
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mock_config_entry_with_assist: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test function call from the assistant."""
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agent_id = "conversation.claude"
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context = Context()
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mock_tool = AsyncMock()
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mock_tool.name = "test_tool"
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mock_tool.description = "Test function"
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mock_tool.parameters = vol.Schema(
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{vol.Optional("param1", description="Test parameters"): str}
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)
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mock_tool.async_call.return_value = "Test response"
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mock_get_tools.return_value = [mock_tool]
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def completion_result(*args, messages, **kwargs):
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for message in messages:
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for content in message["content"]:
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if not isinstance(content, str) and content["type"] == "tool_use":
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return Message(
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type="message",
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id="msg_1234567890ABCDEFGHIJKLMN",
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content=[
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TextBlock(
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type="text",
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text="I have successfully called the function",
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)
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],
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model="claude-3-5-sonnet-20240620",
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role="assistant",
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stop_reason="end_turn",
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stop_sequence=None,
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usage=Usage(input_tokens=8, output_tokens=12),
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)
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return Message(
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type="message",
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id="msg_1234567890ABCDEFGHIJKLMN",
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content=[
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TextBlock(type="text", text="Certainly, calling it now!"),
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ToolUseBlock(
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type="tool_use",
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id="toolu_0123456789AbCdEfGhIjKlM",
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name="test_tool",
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input={"param1": "test_value"},
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),
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],
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model="claude-3-5-sonnet-20240620",
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role="assistant",
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stop_reason="tool_use",
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stop_sequence=None,
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usage=Usage(input_tokens=8, output_tokens=12),
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)
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with (
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patch(
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"anthropic.resources.messages.AsyncMessages.create",
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new_callable=AsyncMock,
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side_effect=completion_result,
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) as mock_create,
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freeze_time("2024-06-03 23:00:00"),
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):
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result = await conversation.async_converse(
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hass,
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"Please call the test function",
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None,
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context,
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agent_id=agent_id,
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)
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assert "Today's date is 2024-06-03." in mock_create.mock_calls[1][2]["system"]
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assert result.response.response_type == intent.IntentResponseType.ACTION_DONE
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assert mock_create.mock_calls[1][2]["messages"][2] == {
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"role": "user",
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"content": [
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{
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"content": '"Test response"',
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"tool_use_id": "toolu_0123456789AbCdEfGhIjKlM",
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"type": "tool_result",
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}
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],
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}
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mock_tool.async_call.assert_awaited_once_with(
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hass,
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llm.ToolInput(
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tool_name="test_tool",
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tool_args={"param1": "test_value"},
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),
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llm.LLMContext(
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platform="anthropic",
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context=context,
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user_prompt="Please call the test function",
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language="en",
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assistant="conversation",
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device_id=None,
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),
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)
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# Test Conversation tracing
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traces = trace.async_get_traces()
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assert traces
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last_trace = traces[-1].as_dict()
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trace_events = last_trace.get("events", [])
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assert [event["event_type"] for event in trace_events] == [
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trace.ConversationTraceEventType.ASYNC_PROCESS,
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trace.ConversationTraceEventType.AGENT_DETAIL,
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trace.ConversationTraceEventType.TOOL_CALL,
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]
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# AGENT_DETAIL event contains the raw prompt passed to the model
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detail_event = trace_events[1]
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assert "Answer in plain text" in detail_event["data"]["system"]
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assert "Today's date is 2024-06-03." in trace_events[1]["data"]["system"]
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# Call it again, make sure we have updated prompt
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with (
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patch(
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"anthropic.resources.messages.AsyncMessages.create",
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new_callable=AsyncMock,
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side_effect=completion_result,
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) as mock_create,
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freeze_time("2024-06-04 23:00:00"),
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):
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result = await conversation.async_converse(
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hass,
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"Please call the test function",
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None,
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context,
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agent_id=agent_id,
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)
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assert "Today's date is 2024-06-04." in mock_create.mock_calls[1][2]["system"]
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# Test old assert message not updated
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assert "Today's date is 2024-06-03." in trace_events[1]["data"]["system"]
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@patch("homeassistant.components.anthropic.conversation.llm.AssistAPI._async_get_tools")
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async def test_function_exception(
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mock_get_tools,
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hass: HomeAssistant,
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mock_config_entry_with_assist: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test function call with exception."""
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agent_id = "conversation.claude"
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context = Context()
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mock_tool = AsyncMock()
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mock_tool.name = "test_tool"
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mock_tool.description = "Test function"
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mock_tool.parameters = vol.Schema(
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{vol.Optional("param1", description="Test parameters"): str}
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)
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mock_tool.async_call.side_effect = HomeAssistantError("Test tool exception")
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mock_get_tools.return_value = [mock_tool]
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def completion_result(*args, messages, **kwargs):
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for message in messages:
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for content in message["content"]:
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if not isinstance(content, str) and content["type"] == "tool_use":
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return Message(
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type="message",
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id="msg_1234567890ABCDEFGHIJKLMN",
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content=[
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TextBlock(
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type="text",
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text="There was an error calling the function",
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)
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],
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model="claude-3-5-sonnet-20240620",
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role="assistant",
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stop_reason="end_turn",
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stop_sequence=None,
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usage=Usage(input_tokens=8, output_tokens=12),
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)
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return Message(
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type="message",
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id="msg_1234567890ABCDEFGHIJKLMN",
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content=[
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TextBlock(type="text", text="Certainly, calling it now!"),
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ToolUseBlock(
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type="tool_use",
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id="toolu_0123456789AbCdEfGhIjKlM",
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name="test_tool",
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input={"param1": "test_value"},
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),
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],
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model="claude-3-5-sonnet-20240620",
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role="assistant",
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stop_reason="tool_use",
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stop_sequence=None,
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usage=Usage(input_tokens=8, output_tokens=12),
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)
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with patch(
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"anthropic.resources.messages.AsyncMessages.create",
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new_callable=AsyncMock,
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side_effect=completion_result,
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) as mock_create:
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result = await conversation.async_converse(
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hass,
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"Please call the test function",
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None,
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context,
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agent_id=agent_id,
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)
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assert result.response.response_type == intent.IntentResponseType.ACTION_DONE
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assert mock_create.mock_calls[1][2]["messages"][2] == {
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"role": "user",
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"content": [
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{
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"content": '{"error": "HomeAssistantError", "error_text": "Test tool exception"}',
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"tool_use_id": "toolu_0123456789AbCdEfGhIjKlM",
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"type": "tool_result",
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}
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],
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}
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mock_tool.async_call.assert_awaited_once_with(
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hass,
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llm.ToolInput(
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tool_name="test_tool",
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tool_args={"param1": "test_value"},
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),
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llm.LLMContext(
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platform="anthropic",
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context=context,
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user_prompt="Please call the test function",
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language="en",
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assistant="conversation",
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device_id=None,
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),
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)
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async def test_assist_api_tools_conversion(
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hass: HomeAssistant,
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mock_config_entry_with_assist: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test that we are able to convert actual tools from Assist API."""
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for component in (
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"intent",
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"todo",
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"light",
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"shopping_list",
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"humidifier",
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"climate",
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"media_player",
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"vacuum",
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"cover",
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"weather",
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):
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assert await async_setup_component(hass, component, {})
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agent_id = "conversation.claude"
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with patch(
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"anthropic.resources.messages.AsyncMessages.create",
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new_callable=AsyncMock,
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return_value=Message(
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type="message",
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id="msg_1234567890ABCDEFGHIJKLMN",
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content=[TextBlock(type="text", text="Hello, how can I help you?")],
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model="claude-3-5-sonnet-20240620",
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role="assistant",
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stop_reason="end_turn",
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stop_sequence=None,
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usage=Usage(input_tokens=8, output_tokens=12),
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),
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) as mock_create:
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await conversation.async_converse(
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hass, "hello", None, Context(), agent_id=agent_id
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)
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tools = mock_create.mock_calls[0][2]["tools"]
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assert tools
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async def test_unknown_hass_api(
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hass: HomeAssistant,
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mock_config_entry: MockConfigEntry,
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snapshot: SnapshotAssertion,
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mock_init_component,
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) -> None:
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"""Test when we reference an API that no longer exists."""
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hass.config_entries.async_update_entry(
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mock_config_entry,
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options={
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**mock_config_entry.options,
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CONF_LLM_HASS_API: "non-existing",
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},
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)
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result = await conversation.async_converse(
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hass, "hello", None, Context(), agent_id="conversation.claude"
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)
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assert result == snapshot
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@patch("anthropic.resources.messages.AsyncMessages.create", new_callable=AsyncMock)
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async def test_conversation_id(
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mock_create,
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hass: HomeAssistant,
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mock_config_entry: MockConfigEntry,
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mock_init_component,
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) -> None:
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"""Test conversation ID is honored."""
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result = await conversation.async_converse(
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hass, "hello", None, None, agent_id="conversation.claude"
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)
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conversation_id = result.conversation_id
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result = await conversation.async_converse(
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hass, "hello", conversation_id, None, agent_id="conversation.claude"
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)
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assert result.conversation_id == conversation_id
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unknown_id = ulid.ulid()
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result = await conversation.async_converse(
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hass, "hello", unknown_id, None, agent_id="conversation.claude"
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)
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assert result.conversation_id != unknown_id
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result = await conversation.async_converse(
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hass, "hello", "koala", None, agent_id="conversation.claude"
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)
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assert result.conversation_id == "koala"
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