Files
nucleic-purpose-classifier/tests/test_export_swe_chat.py
T

86 lines
4.0 KiB
Python

import sys
import unittest
from pathlib import Path
MODULE_DIR = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(MODULE_DIR))
import export_swe_chat
def row(session, turn, prompt, **overrides):
value = {
"session_id": session,
"turn_id": turn,
"conversation_turn_number": int(turn[1:]),
"turn_number": int(turn[1:]),
"turn_type": "user_prompt",
"role": "user",
"is_conversational": True,
"is_continuation": False,
"content": prompt,
}
value.update(overrides)
return value
class ExportSWEChatTests(unittest.TestCase):
def test_selects_first_prompt_and_its_response_dedupes_and_caps_sources(self):
rows = [
row("s1", "t2", "answer", conversation_turn_number=1, turn_type="assistant_response", role="assistant"),
row("s1", "t1", "first", conversation_turn_number=0),
row("s2", "t1", " first ", conversation_turn_number=0),
row("s2", "t2", "answer", conversation_turn_number=1, turn_type="assistant_response", role="assistant"),
row("s3", "t1", "one"),
row("s4", "t1", "another one", conversation_turn_number=0),
row("s4", "t2", "answer", conversation_turn_number=1, turn_type="assistant_response", role="assistant"),
]
candidates, funnel = export_swe_chat.select_candidates(
rows,
sessions={"s1": ("repo", "user"), "s2": ("repo", "user"), "s4": ("repo", "user")},
max_per_repo=1, max_per_user=1,
)
self.assertEqual(1, len(candidates))
self.assertEqual(["t1", "t2"], [candidates[0].prompt_turn.turn_id, candidates[0].response_turn.turn_id])
self.assertEqual("first", candidates[0].prompt_turn.prompt)
self.assertEqual(1, funnel["rejectedDuplicateFirstPrompt"])
self.assertEqual(1, funnel["sessionsWithoutFirstAssistantResponse"])
self.assertEqual(1, funnel["rejectedRepoCap"])
def test_filters_non_user_continuation_empty_and_missing_response(self):
rows = [
row("s1", "t1", "x", role="assistant"), row("s1", "t2", "x", is_continuation=True), row("s1", "t3", ""),
row("s2", "t1", "a", conversation_turn_number=0), row("s2", "t2", "wrong ordinal", conversation_turn_number=2, turn_type="assistant_response", role="assistant"),
]
candidates, funnel = export_swe_chat.select_candidates(rows, sessions={}, max_per_repo=10, max_per_user=10)
self.assertEqual([], candidates)
self.assertEqual(1, funnel["rejectedRole"])
self.assertEqual(1, funnel["rejectedContinuation"])
self.assertEqual(1, funnel["rejectedUserMalformedOrEmpty"])
self.assertEqual(1, funnel["sessionsWithoutFirstAssistantResponse"])
def test_candidate_only_retains_first_prompt_as_student_text(self):
prompt = export_swe_chat.Turn("s", "t1", 0, 0, "first")
response = export_swe_chat.Turn("s", "t2", 1, 1, "answer")
value = export_swe_chat.Candidate("s", "r", "u", prompt, response).json("a" * 40)
self.assertEqual("first", value["prompt"])
self.assertEqual("answer", value["teacherResponse"])
self.assertNotIn("answer", value["teacherResponseHash"])
def test_duplicate_response_ordinal_uses_turn_number_tie_breaker(self):
rows = [
row("s", "t1", "first", conversation_turn_number=0, turn_number=10),
row("s", "t3", "later response", conversation_turn_number=1, turn_number=12, turn_type="assistant_response", role="assistant"),
row("s", "t2", "first response", conversation_turn_number=1, turn_number=11, turn_type="assistant_response", role="assistant"),
]
candidates, funnel = export_swe_chat.select_candidates(
rows, sessions={}, max_per_repo=10, max_per_user=10
)
self.assertEqual("first response", candidates[0].response_turn.prompt)
self.assertEqual(1, funnel["multipleAssistantResponsesAtFirstResponseOrdinal"])
if __name__ == "__main__":
unittest.main()