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$ uv run tools/flow.py test cases/lab03-challenge2.json -v
✔ before: POST http://localhost:8800/faq-reset · HTTP 200 · 0.0s · {"cleared": 0}
→ request POST http://localhost:8800/faq-reset
{}
← response HTTP 200
{
"cleared": 0
}
✔ before: POST http://localhost:8800/quarantine-clear · HTTP 200 · 0.0s · {"cleared": 1}
→ request POST http://localhost:8800/quarantine-clear
{}
← response HTTP 200
{
"cleared": 1
}
✔ before: POST http://localhost:8800/quality-log-clear · HTTP 200 · 0.0s · {"cleared": 4}
→ request POST http://localhost:8800/quality-log-clear
{}
← response HTTP 200
{
"cleared": 4
}
✔ before: POST http://localhost:8800/alerts-clear · HTTP 200 · 0.0s · {"cleared": 3}
→ request POST http://localhost:8800/alerts-clear
{}
← response HTTP 200
{
"cleared": 3
}
✔ before: POST /webhook/my-check · HTTP 200 · 0.1s · {"schema": "employee", "batch": "HR-1", "total": 9, "valid": 4, "invalid": 5, "rows": [{"row": 1, "key": "sehoon.oh@exam
→ request POST /webhook/my-check
{
"schema": "employee",
"batch": "HR-1",
"csv": "name,dept,email,phone,joined\n오세훈,영업팀,sehoon.oh@example.com,010-2222-3333,2026-10-01\n윤하늘,재무팀,haneul.yoon@example.com,,2026-10-05\n강민수,개발팀,minsu.kang@example,010-4444-5555,2026-10-06\n서지아,마케팅팀,jia.seo@example.com,010-6666-7777,2026-10-07\n임도윤,인사팀,doyun.lim@example.com,010-8888-9999,2026-13-01\n,IT팀,noname@example.com,,2026-10-09\n배수아,총무팀,sua.bae@example.com,02-123-4567,2026-10-12\n배수아,총무팀,sua.bae@example.com,02-123-4567,2026-10-12\n정다은,IT팀,daeun.jung@example.com,010-1111-2222,2026-10-14"
}
← response HTTP 200
{
"schema": "employee",
"batch": "HR-1",
"total": 9,
"valid": 4,
"invalid": 5,
"rows": [
{
"row": 1,
"key": "sehoon.oh@example.com",
"ok": true,
"errors": []
},
{
"row": 2,
"key": "haneul.yoon@example.com",
"ok": true,
"errors": []
},
{
"row": 3,
"key": "minsu.kang@example",
"ok": false,
"errors": [
"bad_format:email"
]
},
{
"row": 4,
"key": "jia.seo@example.com",
"ok": false,
"errors": [
"not_allowed:dept"
]
},
{
"row": 5,
"key": "doyun.lim@example.com",
"ok": false,
"errors": [
"bad_format:joined"
]
},
{
"row": 6,
"key": "noname@example.com",
"ok": false,
"errors": [
"missing:name"
]
},
{
"row": 7,
"key": "sua.bae@example.com",
"ok": true,
"errors": []
},
{
"row": 8,
"key": "sua.bae@example.com",
"ok": false,
"errors": [
"duplicate_in_batch"
]
},
{
"row": 9,
"key": "daeun.jung@example.com",
"ok": true,
"errors": []
}
],
"codes": {
"bad_format:email": 1,
"not_allowed:dept": 1,
"bad_format:joined": 1,
"missing:name": 1,
"duplicate_in_batch": 1
}
}
✔ before: POST /webhook/my-check · HTTP 200 · 0.1s · {"schema": "ticket", "batch": "TK-1", "total": 9, "valid": 2, "invalid": 7, "rows": [{"row": 1, "key": "T-2001", "ok": t
→ request POST /webhook/my-check
{
"schema": "ticket",
"batch": "TK-1",
"items": [
{
"ticket_id": "T-2001",
"title": "모니터가 켜지지 않음",
"requester": "박서연",
"priority": "normal",
"opened": "2026-10-28",
"contact": "010-2345-6789"
},
{
"ticket_id": "T-12",
"title": "메일 첨부가 안 열림",
"requester": "이준호",
"priority": "low",
"opened": "2026-10-28"
},
{
"ticket_id": "T-2003",
"title": "VPN이 계속 끊김",
"requester": "최유진",
"priority": "urgent",
"opened": "2026-10-29"
},
{
"ticket_id": "T-2004",
"title": "키보드 교체 요청",
"requester": "한지훈",
"priority": "low",
"opened": "2026-02-30"
},
{
"ticket_id": "T-2005",
"title": "프린터",
"requester": "김민지",
"priority": "normal",
"opened": "2026-10-29"
},
{
"ticket_id": "T-2006",
"title": "공유 드라이브 권한",
"requester": "박서연",
"priority": "normal",
"opened": "2026-10-30",
"contact": "010-12-3456"
},
{
"ticket_id": "T-2001",
"title": "모니터가 또 꺼짐",
"requester": "박서연",
"priority": "high",
"opened": "2026-10-30"
},
{
"ticket_id": "T-2008",
"title": "화상회의 카메라 대여",
"requester": "",
"priority": "low",
"opened": "2026-10-30"
},
{
"ticket_id": "T-2009",
"title": "새 직원 계정 만들기",
"requester": "이준호",
"priority": "high",
"opened": "2026-10-30"
}
]
}
← response HTTP 200
{
"schema": "ticket",
"batch": "TK-1",
"total": 9,
"valid": 2,
"invalid": 7,
"rows": [
{
"row": 1,
"key": "T-2001",
"ok": true,
"errors": []
},
{
"row": 2,
"key": "T-12",
"ok": false,
"errors": [
"bad_format:ticket_id"
]
},
{
"row": 3,
"key": "T-2003",
"ok": false,
"errors": [
"not_allowed:priority"
]
},
{
"row": 4,
"key": "T-2004",
"ok": false,
"errors": [
"bad_format:opened"
]
},
{
"row": 5,
"key": "T-2005",
"ok": false,
"errors": [
"too_short:title"
]
},
{
"row": 6,
"key": "T-2006",
"ok": false,
"errors": [
"bad_format:contact"
]
},
{
"row": 7,
"key": "T-2001",
"ok": false,
"errors": [
"duplicate_in_batch"
]
},
{
"row": 8,
"key": "T-2008",
"ok": false,
"errors": [
"missing:requester"
]
},
{
"row": 9,
"key": "T-2009",
"ok": true,
"errors": []
}
],
"codes": {
"bad_format:ticket_id": 1,
"not_allowed:priority": 1,
"bad_format:opened": 1,
"too_short:title": 1,
"bad_format:contact": 1,
"duplicate_in_batch": 1,
"missing:requester": 1
}
}
✔ before: POST /webhook/my-faq-import · HTTP 200 · 4.0s · {"batch": "B-3", "total": 6, "imported": 5, "quarantined": 1, "rejected": false, "score": 0.8333, "max_invalid_ratio": 0
→ request POST /webhook/my-faq-import
{
"batch": "B-3",
"items": [
{
"id": "FAQ-301",
"title": "택배 수령",
"keywords": [
"택배"
],
"answer": "회사로 온 택배는 1층 안내 데스크에서 사원증을 보여 주고 받습니다."
},
{
"id": "FAQ-302",
"title": "주차 등록",
"keywords": [
"주차"
],
"answer": "주차 등록은 총무팀 포털에서 차량 번호를 적어 신청합니다."
},
{
"id": "FAQ-303",
"title": "명함 신청",
"keywords": [
"명함"
],
"answer": "명함은 인사 포털에서 신청하면 일주일 안에 자리로 배달됩니다."
},
{
"id": "FAQ-304",
"title": "사내 식당 메뉴",
"keywords": [
"식당",
"메뉴"
],
"answer": "사내 식당 메뉴는 매주 월요일 아침 사내 게시판에 올라옵니다."
},
{
"id": "FAQ-305",
"title": "교육 신청",
"keywords": [
"교육"
],
"answer": "짧"
},
{
"id": "FAQ-306",
"title": "건강검진",
"keywords": [
"건강검진"
],
"answer": "건강검진은 매년 9월에 인사팀이 안내하며 지정 병원에서 받습니다."
}
]
}
← response HTTP 200
{
"batch": "B-3",
"total": 6,
"imported": 5,
"quarantined": 1,
"rejected": false,
"score": 0.8333,
"max_invalid_ratio": 0.3,
"codes": {
"answer_too_short": 1
},
"imported_ids": [
"FAQ-301",
"FAQ-302",
"FAQ-303",
"FAQ-304",
"FAQ-306"
],
"quarantined_ids": [
"FAQ-305"
],
"llm_calls": 5
}
POST http://localhost:5678/webhook/my-quality-report · 4 case(s) × 1
✘ 검사도 품질 기록 (직원 · 티켓 · FAQ) · 0.0s · count = 1 (expected 3); items.0.dataset = faq (expected employee); items.0.score = 0.8333 (expected 0.4444); items.1.dataset = null (expected ticket); items.2.dataset = null (expected faq)
→ request POST http://localhost:8800/quality-log/list
{}
← response HTTP 200
{
"count": 1,
"items": [
{
"batch": "B-3",
"dataset": "faq",
"total": 6,
"valid": 5,
"quarantined": 1,
"rejected": false,
"score": 0.8333,
"codes": {
"answer_too_short": 1
},
"at": "2026-11-01T18:11:10"
}
]
}
✘ 데이터셋마다 나눠 보기 · 0.2s · count = 1 (expected 3); by_dataset.employee.avg_score = null (expected 0.4444); by_dataset.ticket.avg_score = null (expected 0.2222); by_dataset.faq.avg_score = null (expected 0.8333)
→ request POST /webhook/my-quality-report
{}
← response HTTP 200
{
"count": 1,
"batches": [
{
"batch": "B-3",
"score": 0.8333,
"rejected": false,
"total": 6
}
],
"avg_score": 0.8333,
"worst_batch": "B-3",
"rejected_batches": 0,
"top_codes": [
{
"code": "answer_too_short",
"count": 1
}
],
"trend": "그대로"
}
✘ 가장 나쁜 데이터셋 · 그 이유 · 0.1s · worst_dataset = null (expected ticket); by_dataset.employee.top_code = null (expected bad_format:email)
→ request POST /webhook/my-quality-report
{}
← response HTTP 200
{
"count": 1,
"batches": [
{
"batch": "B-3",
"score": 0.8333,
"rejected": false,
"total": 6
}
],
"avg_score": 0.8333,
"worst_batch": "B-3",
"rejected_batches": 0,
"top_codes": [
{
"code": "answer_too_short",
"count": 1
}
],
"trend": "그대로"
}
✘ 한 데이터셋만 (앞의 칸은 그대로) · 0.0s · count = 0 (expected 1); worst_batch = null (expected TK-1)
→ request POST /webhook/my-quality-report
{
"dataset": "ticket"
}
← response HTTP 200
{
"count": 0,
"batches": [],
"avg_score": 0,
"worst_batch": null,
"rejected_batches": 0,
"top_codes": [],
"trend": "그대로"
}
Passed 0/4
report: runs/lab03-challenge2-20261101-181110.json