Files
agent-framework/python/packages/azurefunctions/tests/test_models.py
T
Laveesh Rohra 754491cdd3 Python: Add Unit tests for Azurefunctions package (#1976)
* Add Unit tests for Azurefunctions

* remove duplicate import
2025-11-07 08:29:43 -08:00

479 lines
18 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
"""Unit tests for data models (AgentSessionId, RunRequest, AgentResponse, ChatRole)."""
import azure.durable_functions as df
import pytest
from pydantic import BaseModel
from agent_framework_azurefunctions._models import AgentResponse, AgentSessionId, ChatRole, RunRequest
class ModuleStructuredResponse(BaseModel):
value: int
class TestChatRole:
"""Test suite for ChatRole enum."""
def test_chat_role_values(self) -> None:
"""Test that ChatRole has correct values."""
assert ChatRole.USER == "user"
assert ChatRole.SYSTEM == "system"
assert ChatRole.ASSISTANT == "assistant"
def test_chat_role_is_string(self) -> None:
"""Test that ChatRole values are strings."""
assert isinstance(ChatRole.USER.value, str)
assert isinstance(ChatRole.SYSTEM.value, str)
assert isinstance(ChatRole.ASSISTANT.value, str)
class TestAgentSessionId:
"""Test suite for AgentSessionId."""
def test_init_creates_session_id(self) -> None:
"""Test that AgentSessionId initializes correctly."""
session_id = AgentSessionId(name="AgentEntity", key="test-key-123")
assert session_id.name == "AgentEntity"
assert session_id.key == "test-key-123"
def test_with_random_key_generates_guid(self) -> None:
"""Test that with_random_key generates a GUID."""
session_id = AgentSessionId.with_random_key(name="AgentEntity")
assert session_id.name == "AgentEntity"
assert len(session_id.key) == 32 # UUID hex is 32 chars
# Verify it's a valid hex string
int(session_id.key, 16)
def test_with_random_key_unique_keys(self) -> None:
"""Test that with_random_key generates unique keys."""
session_id1 = AgentSessionId.with_random_key(name="AgentEntity")
session_id2 = AgentSessionId.with_random_key(name="AgentEntity")
assert session_id1.key != session_id2.key
def test_to_entity_id_conversion(self) -> None:
"""Test conversion to EntityId."""
session_id = AgentSessionId(name="AgentEntity", key="test-key")
entity_id = session_id.to_entity_id()
assert isinstance(entity_id, df.EntityId)
assert entity_id.name == "dafx-AgentEntity"
assert entity_id.key == "test-key"
def test_from_entity_id_conversion(self) -> None:
"""Test creation from EntityId."""
entity_id = df.EntityId(name="dafx-AgentEntity", key="test-key")
session_id = AgentSessionId.from_entity_id(entity_id)
assert isinstance(session_id, AgentSessionId)
assert session_id.name == "AgentEntity"
assert session_id.key == "test-key"
def test_round_trip_entity_id_conversion(self) -> None:
"""Test round-trip conversion to and from EntityId."""
original = AgentSessionId(name="AgentEntity", key="test-key")
entity_id = original.to_entity_id()
restored = AgentSessionId.from_entity_id(entity_id)
assert restored.name == original.name
assert restored.key == original.key
def test_str_representation(self) -> None:
"""Test string representation."""
session_id = AgentSessionId(name="AgentEntity", key="test-key-123")
str_repr = str(session_id)
assert str_repr == "@AgentEntity@test-key-123"
def test_repr_representation(self) -> None:
"""Test repr representation."""
session_id = AgentSessionId(name="AgentEntity", key="test-key")
repr_str = repr(session_id)
assert "AgentSessionId" in repr_str
assert "AgentEntity" in repr_str
assert "test-key" in repr_str
def test_parse_valid_session_id(self) -> None:
"""Test parsing valid session ID string."""
session_id = AgentSessionId.parse("@AgentEntity@test-key-123")
assert session_id.name == "AgentEntity"
assert session_id.key == "test-key-123"
def test_parse_invalid_format_no_prefix(self) -> None:
"""Test parsing invalid format without @ prefix."""
with pytest.raises(ValueError) as exc_info:
AgentSessionId.parse("AgentEntity@test-key")
assert "Invalid agent session ID format" in str(exc_info.value)
def test_parse_invalid_format_single_part(self) -> None:
"""Test parsing invalid format with single part."""
with pytest.raises(ValueError) as exc_info:
AgentSessionId.parse("@AgentEntity")
assert "Invalid agent session ID format" in str(exc_info.value)
def test_parse_with_multiple_at_signs_in_key(self) -> None:
"""Test parsing with @ signs in the key."""
session_id = AgentSessionId.parse("@AgentEntity@key-with@symbols")
assert session_id.name == "AgentEntity"
assert session_id.key == "key-with@symbols"
def test_parse_round_trip(self) -> None:
"""Test round-trip parse and string conversion."""
original = AgentSessionId(name="AgentEntity", key="test-key")
str_repr = str(original)
parsed = AgentSessionId.parse(str_repr)
assert parsed.name == original.name
assert parsed.key == original.key
def test_to_entity_name_adds_prefix(self) -> None:
"""Test that to_entity_name adds the dafx- prefix."""
entity_name = AgentSessionId.to_entity_name("TestAgent")
assert entity_name == "dafx-TestAgent"
def test_from_entity_id_strips_prefix(self) -> None:
"""Test that from_entity_id strips the dafx- prefix."""
entity_id = df.EntityId(name="dafx-TestAgent", key="key123")
session_id = AgentSessionId.from_entity_id(entity_id)
assert session_id.name == "TestAgent"
assert session_id.key == "key123"
def test_from_entity_id_raises_without_prefix(self) -> None:
"""Test that from_entity_id raises ValueError when entity name lacks the prefix."""
entity_id = df.EntityId(name="TestAgent", key="key123")
with pytest.raises(ValueError) as exc_info:
AgentSessionId.from_entity_id(entity_id)
assert "not a valid agent session ID" in str(exc_info.value)
assert "dafx-" in str(exc_info.value)
class TestRunRequest:
"""Test suite for RunRequest."""
def test_init_with_defaults(self) -> None:
"""Test RunRequest initialization with defaults."""
request = RunRequest(message="Hello", conversation_id="conv-default")
assert request.message == "Hello"
assert request.role == ChatRole.USER
assert request.response_format is None
assert request.enable_tool_calls is True
assert request.conversation_id == "conv-default"
def test_init_with_all_fields(self) -> None:
"""Test RunRequest initialization with all fields."""
schema = ModuleStructuredResponse
request = RunRequest(
message="Hello",
conversation_id="conv-123",
role=ChatRole.SYSTEM,
response_format=schema,
enable_tool_calls=False,
)
assert request.message == "Hello"
assert request.role == ChatRole.SYSTEM
assert request.response_format is schema
assert request.enable_tool_calls is False
assert request.conversation_id == "conv-123"
def test_to_dict_with_defaults(self) -> None:
"""Test to_dict with default values."""
request = RunRequest(message="Test message", conversation_id="conv-to-dict")
data = request.to_dict()
assert data["message"] == "Test message"
assert data["enable_tool_calls"] is True
assert data["role"] == "user"
assert "response_format" not in data or data["response_format"] is None
assert data["conversation_id"] == "conv-to-dict"
def test_to_dict_with_all_fields(self) -> None:
"""Test to_dict with all fields."""
schema = ModuleStructuredResponse
request = RunRequest(
message="Hello",
conversation_id="conv-456",
role=ChatRole.ASSISTANT,
response_format=schema,
enable_tool_calls=False,
)
data = request.to_dict()
assert data["message"] == "Hello"
assert data["role"] == "assistant"
assert data["response_format"]["__response_schema_type__"] == "pydantic_model"
assert data["response_format"]["module"] == schema.__module__
assert data["response_format"]["qualname"] == schema.__qualname__
assert data["enable_tool_calls"] is False
assert data["conversation_id"] == "conv-456"
def test_from_dict_with_defaults(self) -> None:
"""Test from_dict with minimal data."""
data = {"message": "Hello", "conversation_id": "conv-from-dict"}
request = RunRequest.from_dict(data)
assert request.message == "Hello"
assert request.role == ChatRole.USER
assert request.enable_tool_calls is True
assert request.conversation_id == "conv-from-dict"
def test_from_dict_with_all_fields(self) -> None:
"""Test from_dict with all fields."""
data = {
"message": "Test",
"role": "system",
"response_format": {
"__response_schema_type__": "pydantic_model",
"module": ModuleStructuredResponse.__module__,
"qualname": ModuleStructuredResponse.__qualname__,
},
"enable_tool_calls": False,
"conversation_id": "conv-789",
}
request = RunRequest.from_dict(data)
assert request.message == "Test"
assert request.role == ChatRole.SYSTEM
assert request.response_format is ModuleStructuredResponse
assert request.enable_tool_calls is False
assert request.conversation_id == "conv-789"
def test_from_dict_invalid_role_defaults_to_user(self) -> None:
"""Test from_dict with invalid role defaults to USER."""
data = {"message": "Test", "role": "invalid_role", "conversation_id": "conv-invalid-role"}
request = RunRequest.from_dict(data)
assert request.role == ChatRole.USER
def test_from_dict_empty_message(self) -> None:
"""Test from_dict with empty message."""
data = {"conversation_id": "conv-empty"}
request = RunRequest.from_dict(data)
assert request.message == ""
assert request.role == ChatRole.USER
assert request.conversation_id == "conv-empty"
def test_round_trip_dict_conversion(self) -> None:
"""Test round-trip to_dict and from_dict."""
original = RunRequest(
message="Test message",
conversation_id="conv-123",
role=ChatRole.SYSTEM,
response_format=ModuleStructuredResponse,
enable_tool_calls=False,
)
data = original.to_dict()
restored = RunRequest.from_dict(data)
assert restored.message == original.message
assert restored.role == original.role
assert restored.response_format is ModuleStructuredResponse
assert restored.enable_tool_calls == original.enable_tool_calls
assert restored.conversation_id == original.conversation_id
def test_round_trip_with_pydantic_response_format(self) -> None:
"""Ensure Pydantic response formats serialize and deserialize properly."""
original = RunRequest(
message="Structured",
conversation_id="conv-pydantic",
response_format=ModuleStructuredResponse,
)
data = original.to_dict()
assert data["response_format"]["__response_schema_type__"] == "pydantic_model"
assert data["response_format"]["module"] == ModuleStructuredResponse.__module__
assert data["response_format"]["qualname"] == ModuleStructuredResponse.__qualname__
restored = RunRequest.from_dict(data)
assert restored.response_format is ModuleStructuredResponse
def test_init_with_correlation_id(self) -> None:
"""Test RunRequest initialization with correlation_id."""
request = RunRequest(message="Test message", conversation_id="conv-corr-init", correlation_id="corr-123")
assert request.message == "Test message"
assert request.correlation_id == "corr-123"
def test_to_dict_with_correlation_id(self) -> None:
"""Test to_dict includes correlation_id."""
request = RunRequest(message="Test", conversation_id="conv-corr-to-dict", correlation_id="corr-456")
data = request.to_dict()
assert data["message"] == "Test"
assert data["correlation_id"] == "corr-456"
def test_from_dict_with_correlation_id(self) -> None:
"""Test from_dict with correlation_id."""
data = {"message": "Test", "correlation_id": "corr-789", "conversation_id": "conv-corr-from-dict"}
request = RunRequest.from_dict(data)
assert request.message == "Test"
assert request.correlation_id == "corr-789"
assert request.conversation_id == "conv-corr-from-dict"
def test_round_trip_with_correlation_id(self) -> None:
"""Test round-trip to_dict and from_dict with correlation_id."""
original = RunRequest(
message="Test message",
conversation_id="conv-123",
role=ChatRole.SYSTEM,
correlation_id="corr-123",
)
data = original.to_dict()
restored = RunRequest.from_dict(data)
assert restored.message == original.message
assert restored.role == original.role
assert restored.correlation_id == original.correlation_id
assert restored.conversation_id == original.conversation_id
class TestAgentResponse:
"""Test suite for AgentResponse."""
def test_init_with_required_fields(self) -> None:
"""Test AgentResponse initialization with required fields."""
response = AgentResponse(
response="Test response", message="Test message", conversation_id="conv-123", status="success"
)
assert response.response == "Test response"
assert response.message == "Test message"
assert response.conversation_id == "conv-123"
assert response.status == "success"
assert response.message_count == 0
assert response.error is None
assert response.error_type is None
assert response.structured_response is None
def test_init_with_all_fields(self) -> None:
"""Test AgentResponse initialization with all fields."""
structured = {"answer": "42"}
response = AgentResponse(
response=None,
message="What is the answer?",
conversation_id="conv-456",
status="success",
message_count=5,
error=None,
error_type=None,
structured_response=structured,
)
assert response.response is None
assert response.structured_response == structured
assert response.message_count == 5
def test_to_dict_with_text_response(self) -> None:
"""Test to_dict with text response."""
response = AgentResponse(
response="Text response", message="Message", conversation_id="conv-1", status="success", message_count=3
)
data = response.to_dict()
assert data["response"] == "Text response"
assert data["message"] == "Message"
assert data["conversation_id"] == "conv-1"
assert data["status"] == "success"
assert data["message_count"] == 3
assert "structured_response" not in data
assert "error" not in data
assert "error_type" not in data
def test_to_dict_with_structured_response(self) -> None:
"""Test to_dict with structured response."""
structured = {"answer": 42, "confidence": 0.95}
response = AgentResponse(
response=None,
message="Question",
conversation_id="conv-2",
status="success",
structured_response=structured,
)
data = response.to_dict()
assert data["structured_response"] == structured
assert "response" not in data
def test_to_dict_with_error(self) -> None:
"""Test to_dict with error."""
response = AgentResponse(
response=None,
message="Failed message",
conversation_id="conv-3",
status="error",
error="Something went wrong",
error_type="ValueError",
)
data = response.to_dict()
assert data["status"] == "error"
assert data["error"] == "Something went wrong"
assert data["error_type"] == "ValueError"
def test_to_dict_prefers_structured_over_text(self) -> None:
"""Test to_dict prefers structured_response over response."""
structured = {"result": "structured"}
response = AgentResponse(
response="Text response",
message="Message",
conversation_id="conv-4",
status="success",
structured_response=structured,
)
data = response.to_dict()
assert "structured_response" in data
assert data["structured_response"] == structured
# Text response should not be included when structured is present
assert "response" not in data
class TestModelIntegration:
"""Test suite for integration between models."""
def test_run_request_with_session_id(self) -> None:
"""Test using RunRequest with AgentSessionId."""
session_id = AgentSessionId.with_random_key("AgentEntity")
request = RunRequest(message="Test message", conversation_id=str(session_id))
assert request.conversation_id is not None
assert request.conversation_id == str(session_id)
assert request.conversation_id.startswith("@AgentEntity@")
def test_response_from_run_request(self) -> None:
"""Test creating AgentResponse from RunRequest."""
request = RunRequest(message="What is 2+2?", conversation_id="conv-123", role=ChatRole.USER)
response = AgentResponse(
response="4",
message=request.message,
conversation_id=request.conversation_id,
status="success",
message_count=1,
)
assert response.message == request.message
assert response.conversation_id == request.conversation_id
if __name__ == "__main__":
pytest.main([__file__, "-v", "--tb=short"])