"""first_reply_fact 跨日精确串算法判别测试(批次A Task3)。 四个核心判据(v2 §1.1 #1/#5、§9): 1. 跨夜串必须产生样本(日切口径丢失的场景); 2. 多日未回串只计一次、归属末条日(日切会按天重复计——分母膨胀); 3. 同源:threads_answered ≡ fact 行数(按归属日); 4. is_send=None 不参与串判定(与 _thread_stats 一致)。 """ import datetime as dt from zoneinfo import ZoneInfo import sqlalchemy as sa from app.db.models import FirstReplyFact, Message, MsgDailyStats from app.storage.first_reply_facts import ( all_friend_pairs, compute_conversation, recompute_pairs, ) _SH = ZoneInfo("Asia/Shanghai") def _ts(*args) -> int: return int(dt.datetime(*args, tzinfo=_SH).timestamp() * 1000) # ---------------------------- 纯函数 ---------------------------- def test_overnight_thread_recovered(): """客户 23:00 发→员工次日 9:00 回:fr_ms≈10h,归属 D1(v2 §1.1 #1)。""" facts, agg = compute_conversation( [(_ts(2026, 9, 1, 23, 0), False), (_ts(2026, 9, 2, 9, 0), True)] ) assert len(facts) == 1 assert facts[0].fr_ms == 10 * 3600 * 1000 assert facts[0].day == 20260901 assert agg[20260901].answered == 1 def test_multiday_open_thread_counts_once_at_end_day(): """客户消息跨 D1/D2 无回复:1 个串归属 D2;日切口径会 D1、D2 各计 1。""" facts, agg = compute_conversation( [(_ts(2026, 9, 1, 10, 0), False), (_ts(2026, 9, 1, 20, 0), False), (_ts(2026, 9, 2, 9, 0), False)] ) assert facts == [] assert 20260901 not in agg assert agg[20260902].threads == 1 and agg[20260902].answered == 0 def test_reply_closes_thread_and_opens_new(): """员工回复后客户再发=新串;串内多条客户消息取末条为 end。""" facts, agg = compute_conversation( [(_ts(2026, 9, 1, 10, 0), False), (_ts(2026, 9, 1, 10, 5), False), (_ts(2026, 9, 1, 10, 30), True), # 回复1:fr=30-10:05=25min (_ts(2026, 9, 1, 11, 0), False), (_ts(2026, 9, 1, 12, 0), True)] ) assert len(facts) == 2 assert facts[0].fr_ms == 25 * 60 * 1000 assert agg[20260901].threads == 2 and agg[20260901].answered == 2 def test_unknown_direction_ignored(): facts, _agg = compute_conversation( [(_ts(2026, 9, 1, 10, 0), False), (_ts(2026, 9, 1, 10, 10), None), (_ts(2026, 9, 1, 10, 20), True)] ) assert len(facts) == 1 # None 不打断串:仍视为对 10:00 串的回复 def test_staff_message_outside_thread_is_noop(): facts, agg = compute_conversation( [(_ts(2026, 9, 1, 9, 0), True), (_ts(2026, 9, 1, 10, 0), True)] ) assert facts == [] and agg == {} def test_unsorted_rows_raise_or_documented(): """调用方契约:rows 须升序。乱序输入行为未定义——文档断言 + 防御排序 在 load_conversation 里做(与 summary.py 惯例一致)。""" # 纯函数不做防御(性能);落库路径负责排序。此处仅锁定契约注释。 import app.storage.first_reply_facts as m assert "升序" in m.compute_conversation.__doc__ # ---------------------------- 落库 ---------------------------- async def _seed_conversation(session, *, channel="wechat", owner="wx1", peer="p1", rows): for i, (ts, is_send) in enumerate(rows): session.add(Message(msg_id=f"{peer}-{i}", channel=channel, owner_account_id=owner, talker_id=peer, timestamp=ts, is_send=is_send, type="text", text="x")) session.add(MsgDailyStats(channel=channel, owner_account_id=owner, peer_kind="friend", peer_id=peer, day=20260901, send_cnt=1, recv_cnt=1)) await session.commit() async def test_recompute_pairs_persists_and_idempotent(make_session): s = make_session await _seed_conversation( s, rows=[(_ts(2026, 9, 1, 23, 0), False), (_ts(2026, 9, 2, 9, 0), True)]) n = await recompute_pairs(s, [("wechat", "wx1", "p1")]) await s.commit() assert n == 1 rows = (await s.execute(sa.select(FirstReplyFact))).scalars().all() assert len(rows) == 1 and rows[0].fr_ms == 10 * 3600 * 1000 # 幂等:重跑不重复 await recompute_pairs(s, [("wechat", "wx1", "p1")]) await s.commit() assert len((await s.execute(sa.select(FirstReplyFact))).scalars().all()) == 1 async def test_recompute_pairs_replaces_stale(make_session): """会话追加消息后重算,旧样本被替换(delete+insert 语义)。""" s = make_session await _seed_conversation( s, rows=[(_ts(2026, 9, 1, 10, 0), False), (_ts(2026, 9, 1, 11, 0), True)]) await recompute_pairs(s, [("wechat", "wx1", "p1")]) await s.commit() s.add(Message(msg_id="p1-new", channel="wechat", owner_account_id="wx1", talker_id="p1", timestamp=_ts(2026, 9, 1, 12, 0), is_send=False, type="text", text="y")) await s.commit() await recompute_pairs(s, [("wechat", "wx1", "p1")]) await s.commit() rows = (await s.execute(sa.select(FirstReplyFact))).scalars().all() assert len(rows) == 1 # 新串未回,只剩旧样本 async def test_all_friend_pairs_only_friend(make_session): s = make_session s.add(MsgDailyStats(channel="wechat", owner_account_id="wx1", peer_kind="room", peer_id="r1", day=20260901)) s.add(MsgDailyStats(channel="wechat", owner_account_id="wx1", peer_kind="friend", peer_id="p1", day=20260901)) await s.commit() assert await all_friend_pairs(s) == [("wechat", "wx1", "p1")]