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"""
Simple standalone test for intelligent reply functionality
"""
from typing import Optional, Dict, Any, List
def determine_reply_to_message(
conversation_history: List[Dict[str, Any]],
reply_context: Optional[Dict[str, Any]] = None
) -> Optional[str]:
"""
Analyze conversation and determine which message AIDA should quote.
Strategy:
1. If user just replied to a specific message (reply_context exists),
quote the LATEST USER MESSAGE, not the message they swiped
2. Otherwise, quote the most recent user message
Args:
conversation_history: List of messages with structure:
[{"id": str, "sender_id": str, "content": str, "is_ai": bool, ...}, ...]
reply_context: Optional context of message user replied to
Returns:
Message ID to quote, or None if no appropriate message found
"""
if not conversation_history:
return None
# Find the most recent user message (not AI)
latest_user_message = None
for msg in conversation_history:
if not msg.get("is_ai", False):
latest_user_message = msg
break # conversation_history is sorted newest first
if latest_user_message:
return latest_user_message.get("id")
return None
def build_reply_context_for_response(
conversation_history: List[Dict[str, Any]],
reply_to_id: str
) -> Optional[Dict[str, Any]]:
"""
Build reply context for AIDA's response.
Returns:
{
"id": message_id,
"sender_name": sender name,
"content": message content
}
"""
if not reply_to_id:
return None
# Find the message to quote
for msg in conversation_history:
if msg.get("id") == reply_to_id:
return {
"id": msg.get("id"),
"sender_name": msg.get("sender_name", "User"),
"content": msg.get("content", ""),
}
return None
def test_determine_reply_to_message():
"""Test the reply message determination logic"""
print("\n" + "="*60)
print("TEST 1: Simple conversation - should quote latest user message")
print("="*60)
conversation_history = [
{
"id": "msg-003",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "I need 2 bedrooms",
"is_ai": False,
"timestamp": "2026-02-15T10:03:00Z"
},
{
"id": "msg-002",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "Hello! How can I help?",
"is_ai": True,
"timestamp": "2026-02-15T10:02:00Z"
},
{
"id": "msg-001",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "Hi",
"is_ai": False,
"timestamp": "2026-02-15T10:01:00Z"
}
]
reply_to_id = determine_reply_to_message(conversation_history)
print(f"\nResult: reply_to_id = {reply_to_id}")
print(f"Expected: msg-003 (latest user message)")
assert reply_to_id == "msg-003", f"Expected msg-003, got {reply_to_id}"
print("PASS: TEST PASSED")
def test_build_reply_context():
"""Test the reply context building logic"""
print("\n" + "="*60)
print("TEST 2: Build reply context for response")
print("="*60)
conversation_history = [
{
"id": "msg-003",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "I need 2 bedrooms in Cotonou",
"is_ai": False,
"timestamp": "2026-02-15T10:03:00Z"
},
{
"id": "msg-002",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "Hello! How can I help?",
"is_ai": True,
"timestamp": "2026-02-15T10:02:00Z"
}
]
reply_context = build_reply_context_for_response(
conversation_history=conversation_history,
reply_to_id="msg-003"
)
print(f"\nResult:")
print(f" - id: {reply_context['id']}")
print(f" - sender_name: {reply_context['sender_name']}")
print(f" - content: {reply_context['content']}")
assert reply_context['id'] == "msg-003"
assert reply_context['sender_name'] == "John Doe"
assert reply_context['content'] == "I need 2 bedrooms in Cotonou"
print("\nPASS: TEST PASSED")
def test_empty_conversation():
"""Test with empty conversation history"""
print("\n" + "="*60)
print("TEST 3: Empty conversation - should return None")
print("="*60)
reply_to_id = determine_reply_to_message([])
print(f"\nResult: reply_to_id = {reply_to_id}")
print(f"Expected: None")
assert reply_to_id is None
print("PASS: TEST PASSED")
def test_only_ai_messages():
"""Test with only AI messages - should return None"""
print("\n" + "="*60)
print("TEST 4: Only AI messages - should return None")
print("="*60)
conversation_history = [
{
"id": "msg-002",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "Hello!",
"is_ai": True,
"timestamp": "2026-02-15T10:02:00Z"
},
{
"id": "msg-001",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "How can I help?",
"is_ai": True,
"timestamp": "2026-02-15T10:01:00Z"
}
]
reply_to_id = determine_reply_to_message(conversation_history)
print(f"\nResult: reply_to_id = {reply_to_id}")
print(f"Expected: None")
assert reply_to_id is None
print("PASS: TEST PASSED")
def test_with_reply_context():
"""Test when user swipes to reply to a specific message"""
print("\n" + "="*60)
print("TEST 5: User swipes to reply - should still quote latest user message")
print("="*60)
conversation_history = [
{
"id": "msg-005",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "I need 2 bedrooms",
"is_ai": False,
"timestamp": "2026-02-15T10:05:00Z"
},
{
"id": "msg-004",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "I can help with that!",
"is_ai": True,
"timestamp": "2026-02-15T10:04:00Z"
},
{
"id": "msg-003",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "Show me apartments",
"is_ai": False,
"timestamp": "2026-02-15T10:03:00Z"
},
{
"id": "msg-002",
"sender_id": "aida",
"sender_name": "AIDA",
"content": "Hello! How can I help?",
"is_ai": True,
"timestamp": "2026-02-15T10:02:00Z"
},
{
"id": "msg-001",
"sender_id": "user-123",
"sender_name": "John Doe",
"content": "Hi",
"is_ai": False,
"timestamp": "2026-02-15T10:01:00Z"
}
]
# User swiped "Hi" but the latest user message is "I need 2 bedrooms"
reply_context = {"message_id": "msg-001", "content": "Hi"}
reply_to_id = determine_reply_to_message(
conversation_history=conversation_history,
reply_context=reply_context
)
print(f"\nResult: reply_to_id = {reply_to_id}")
print(f"Expected: msg-005 (latest user message, NOT msg-001 which was swiped)")
assert reply_to_id == "msg-005", f"Expected msg-005, got {reply_to_id}"
print("PASS: TEST PASSED")
def main():
"""Run all tests"""
print("\n" + "="*60)
print("INTELLIGENT REPLY TESTS")
print("="*60)
try:
test_determine_reply_to_message()
test_build_reply_context()
test_empty_conversation()
test_only_ai_messages()
test_with_reply_context()
print("\n" + "="*60)
print("ALL TESTS PASSED!")
print("="*60 + "\n")
return 0
except AssertionError as e:
print(f"\nTEST FAILED: {e}\n")
return 1
except Exception as e:
print(f"\nERROR: {e}\n")
import traceback
traceback.print_exc()
return 1
if __name__ == "__main__":
import sys
sys.exit(main())
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