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test_chat_service.py
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"""Unit tests for chat service logic."""
import logging
from unittest.mock import MagicMock
import inspect
import pytest
from api.services.chat_service import (
_execute_search_tools,
generate_answer,
get_chatbot_reply,
retrieve_context,
)
from api.config.loader import CONFIG
from api.models.schemas import ChatResponse
def test_get_chatbot_reply_success(
mock_get_session,
mock_retrieve_context,
mock_prompt_builder,
mock_llm_provider,
mocker
):
"""Test response of get_chatbot_reply for a valid chat session."""
mock_chat_memory = mocker.MagicMock()
mock_session = mock_get_session.return_value
mock_session.chat_memory = mock_chat_memory
mock_retrieve_context.return_value = "Context to answer"
mock_prompt_builder.return_value = "Built prompt"
mock_llm_provider.generate.return_value = "LLM answers to the query"
response = get_chatbot_reply("session-id", "Query for the LLM")
assert isinstance(response, ChatResponse)
assert response.reply == "LLM answers to the query"
mock_chat_memory.add_user_message.assert_called_once_with("Query for the LLM")
mock_chat_memory.add_ai_message.assert_called_once_with("LLM answers to the query")
def test_get_chatbot_reply_session_not_found(mock_get_session):
"""Testing that RuntimeError is raised if session does not exist."""
mock_get_session.return_value = None
with pytest.raises(RuntimeError) as exc_info:
get_chatbot_reply("missing-session-id", "Query for the LLM")
assert "Session 'missing-session-id' not found in the memory store." in str(exc_info.value)
def test_get_chatbot_reply_does_not_log_raw_content(
mock_get_session,
mock_retrieve_context,
mock_prompt_builder,
mock_llm_provider,
caplog
):
"""Ensure sensitive payloads are not logged at INFO level."""
logging.getLogger("API").propagate = True
sensitive_query = "token=abc123"
sensitive_context = "internal secret context"
sensitive_prompt = "prompt contains password=top-secret"
mock_chat_memory = MagicMock()
mock_session = mock_get_session.return_value
mock_session.chat_memory = mock_chat_memory
mock_retrieve_context.return_value = sensitive_context
mock_prompt_builder.return_value = sensitive_prompt
mock_llm_provider.generate.return_value = "safe response"
with caplog.at_level(logging.INFO):
get_chatbot_reply("session-id", sensitive_query)
assert sensitive_query not in caplog.text
assert sensitive_context not in caplog.text
assert sensitive_prompt not in caplog.text
assert "New message from session 'session-id'" in caplog.text
def test_get_chatbot_reply_debug_logs_are_sanitized(
mock_get_session,
mock_retrieve_context,
mock_prompt_builder,
mock_llm_provider,
caplog
):
"""Ensure payload-heavy debug logs keep structure but redact secrets."""
logging.getLogger("API").propagate = True
sanitized_query = "api_key=[REDACTED]"
sanitized_context = "password=[REDACTED]"
sanitized_prompt = "Bearer [REDACTED_TOKEN]"
mock_chat_memory = MagicMock()
mock_session = mock_get_session.return_value
mock_session.chat_memory = mock_chat_memory
mock_retrieve_context.return_value = "context password=top-secret"
mock_prompt_builder.return_value = (
"prompt Authorization: Bearer "
"ghp_1234567890abcdef1234567890abcdef1234"
)
mock_llm_provider.generate.return_value = "safe response"
with caplog.at_level(logging.DEBUG, logger="API"):
get_chatbot_reply("session-id", "api_key=abc123")
assert "api_key=abc123" not in caplog.text
assert "password=top-secret" not in caplog.text
assert "ghp_1234567890abcdef1234567890abcdef1234" not in caplog.text
assert sanitized_query in caplog.text
assert sanitized_context in caplog.text
assert sanitized_prompt in caplog.text
def test_generate_answer_error_logs_sanitized_prompt(mock_llm_provider, caplog):
"""Ensure failed prompt logging is sanitized across ERROR and DEBUG paths."""
logging.getLogger("API").propagate = True
sensitive_prompt = "api_key=very-secret-key"
mock_llm_provider.generate.side_effect = RuntimeError("provider failure")
with caplog.at_level(logging.DEBUG, logger="API"):
response = generate_answer(sensitive_prompt)
assert response == "Sorry, I'm having trouble generating a response right now."
assert sensitive_prompt not in caplog.text
assert "LLM generation failed" in caplog.text
assert "api_key=[REDACTED]" in caplog.text
def test_retrieve_context_with_placeholders(mock_get_relevant_documents):
"""Test retrieve_context replaces placeholders with code blocks correctly."""
mock_documents = get_mock_documents("with_placeholders")
mock_get_relevant_documents.return_value = (mock_documents, None)
result = retrieve_context("This is an interesting query")
document = mock_documents[0]
assert document["code_blocks"][0] in result
assert document["code_blocks"][1] in result
assert "[[CODE_BLOCK_0]]" not in result
assert "[[CODE_SNIPPET_1]]" not in result
assert result == (
"Here is a code block: print('Hello, code block'), and here you have "
"a code snippet: print('Hello, code snippet')"
)
def test_retrieve_context_no_documents(mock_get_relevant_documents):
"""Test retrieve_context returns empty context message when no data is found."""
mock_get_relevant_documents.return_value = ([], None)
result = retrieve_context("This is a relevant query")
assert result == CONFIG["retrieval"]["empty_context_message"]
def test_retrieve_context_missing_id(mock_get_relevant_documents, caplog):
"""Test retrieve_context skips chunks missing an ID and logs a warning."""
mock_get_relevant_documents.return_value = (get_mock_documents("missing_id"), None)
logging.getLogger("API").propagate = True
with caplog.at_level(logging.WARNING):
result = retrieve_context("Query with missing ID")
assert CONFIG["retrieval"]["empty_context_message"] == result
assert "Id of retrieved context not found" in caplog.text
def test_retrieve_context_missing_text(mock_get_relevant_documents, caplog):
"""Test retrieve_context skips chunks missing text and logs a warning."""
mock_get_relevant_documents.return_value = (get_mock_documents("missing_text"), None)
logging.getLogger("API").propagate = True
with caplog.at_level(logging.WARNING):
result = retrieve_context("Query with missing text")
assert CONFIG["retrieval"]["empty_context_message"] == result
assert "Text of chunk with ID doc-111 is missing" in caplog.text
def test_retrieve_context_with_missing_code(mock_get_relevant_documents, caplog):
"""Test retrieve_context replaces unmatched placeholders with [MISSING_CODE]."""
mock_documents = get_mock_documents("missing_code")
mock_get_relevant_documents.return_value = (mock_documents, None)
logging.getLogger("API").propagate = True
with caplog.at_level(logging.WARNING):
result = retrieve_context("Query with too many placeholders")
document = mock_documents[0]
assert document["code_blocks"][0] in result
assert "[MISSING_CODE]" in result
assert result == (
"Snippet 1: print('Only one snippet'), Snippet 2: [MISSING_CODE]"
)
assert "More placeholders than code blocks in chunk with ID doc-111" in caplog.text
def get_mock_documents(doc_type: str):
"""Helper function to retrieve the mock documents."""
if doc_type == "with_placeholders":
return [
{
"id": "doc-111",
"chunk_text": (
"Here is a code block: [[CODE_BLOCK_0]], "
"and here you have a code snippet: [[CODE_SNIPPET_1]]"
),
"code_blocks": [
"print('Hello, code block')",
"print('Hello, code snippet')"
]
}
]
if doc_type == "missing_id":
return [
{
"chunk_text": "Some text with placeholder [[CODE_BLOCK_0]]",
"code_blocks": ["print('orphan block')"]
}
]
if doc_type == "missing_text":
return [
{
"id": "doc-111",
"code_blocks": ["print('no text here')"]
}
]
if doc_type== "missing_code":
return [
{
"id": "doc-111",
"chunk_text": (
"Snippet 1: [[CODE_BLOCK_0]], Snippet 2: [[CODE_BLOCK_1]]"
),
"code_blocks": ["print('Only one snippet')"]
}
]
return []
# Tests for _execute_search_tools — Bug fix #241
def test_execute_search_tools_unknown_tool_name_is_skipped(mocker):
"""Test that unknown tool names are skipped gracefully without crashing."""
mock_logger = mocker.patch("api.services.chat_service.logger")
mock_registry = {}
mocker.patch("api.services.chat_service.TOOL_REGISTRY", mock_registry)
tool_calls = [{"tool": "nonexistent_tool", "params": {"query": "test"}}]
result = _execute_search_tools(tool_calls)
assert result == ""
mock_logger.warning.assert_called_once_with(
"Unknown tool name '%s'. Skipping.", "nonexistent_tool"
)
def test_execute_search_tools_logger_injected_automatically(mocker):
"""Test that logger is automatically injected into tools that require it."""
mock_tool = mocker.MagicMock(return_value="tool result")
mocker.patch("api.services.chat_service.TOOL_REGISTRY", {"mock_tool": mock_tool})
mocker.patch(
"api.services.chat_service.inspect.signature",
return_value=inspect.signature(lambda query, logger: None)
)
_execute_search_tools([{"tool": "mock_tool", "params": {"query": "test"}}])
assert "logger" in mock_tool.call_args[1]
def test_execute_search_tools_no_logger_not_injected(mocker):
"""Test that logger is NOT injected into tools that do not require it."""
mock_tool = mocker.MagicMock(return_value="result")
mocker.patch("api.services.chat_service.TOOL_REGISTRY", {"mock_tool": mock_tool})
mocker.patch(
"api.services.chat_service.inspect.signature",
return_value=inspect.signature(lambda query: None)
)
_execute_search_tools([{"tool": "mock_tool", "params": {"query": "test"}}])
assert "logger" not in mock_tool.call_args[1]
def test_execute_search_tools_returns_combined_results(mocker):
"""Test that results from multiple tools are combined correctly."""
mock_a = mocker.MagicMock(return_value="result A")
mock_b = mocker.MagicMock(return_value="result B")
mocker.patch("api.services.chat_service.TOOL_REGISTRY", {"tool_a": mock_a, "tool_b": mock_b})
mocker.patch(
"api.services.chat_service.inspect.signature",
return_value=inspect.signature(lambda query: None)
)
result = _execute_search_tools([
{"tool": "tool_a", "params": {"query": "test"}},
{"tool": "tool_b", "params": {"query": "test"}},
])
assert "result A" in result
assert "result B" in result
def test_execute_search_tools_mixed_valid_and_invalid(mocker):
"""Test that valid tools still execute when mixed with unknown tool names."""
mock_logger = mocker.patch("api.services.chat_service.logger")
mock_tool = mocker.MagicMock(return_value="valid result")
mocker.patch("api.services.chat_service.TOOL_REGISTRY", {"valid_tool": mock_tool})
mocker.patch(
"api.services.chat_service.inspect.signature",
return_value=inspect.signature(lambda query: None)
)
result = _execute_search_tools([
{"tool": "unknown_tool", "params": {"query": "test"}},
{"tool": "valid_tool", "params": {"query": "test"}},
])
assert "valid result" in result
mock_logger.warning.assert_called_once_with(
"Unknown tool name '%s'. Skipping.", "unknown_tool"
)