Files
Aislo/resources/tester/test_m02_df_convert.py
T
eomsangdonandClaude Opus 5.5 52a085eb0c feat(m02-df): 36-2 옛 로직 → 흐름도 변환 · 표 찾기 옛 find 와 같은 뜻
- M02_DF_Convert.convert(row, ctx={key, file, master}) → {flow, notes} — 옛 파서 나무 → 함수 상자 시트(칸 주소 · 결과 하나) · 표 찾기 lookup · 로직 줄 비목 셋 · 덧줄 비목 합 · 줄.이름 · 결과 = 값 출력 · 자동 배치
- {입력} 낀 요소(EQ:{기계} · LB:{직종} · MO:경유:{지역} · 재료 검색어) = 조건 찾기 field 「키」(Model CfMaterialRule · Api slot 타입) · 자리 여럿은 글 잇는 함수
- 표 찾기: 빈 조건 칸 = 무엇이든 · 꺼낼 칸 빈 줄 건너뜀(Rule · Compute) · 함수 칸으로 가는 실패는 #N/A 를 넣어 넘김 · 결과가 오류일 때만 끊긴 곳(Eval · Compute 같음)
- 전수 대조 test_m02_df_convert(사본 폴더 1,472 로직 · 시험입력 92.9% · 기본 입력 94.3%) → tmp/convert_report_36.json

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VBToTCGk5dqDKeXCEP3vhk
2026-10-01 23:57:58 +09:00

292 lines
12 KiB
Python

"""M02 흐름도 — 옛 로직 줄 → 흐름도 변환(M02_DF_Convert) 시험 (PLAN 36-2).
· 꼴 시험 — 견본 로직 몇을 옮겨 상자 · 선 · 규칙 · 자동 배치(겹침 없음)를 봄
· 전수 대조 — 사본 폴더(tmp/master_copy_36 · AISLO_MASTER_DIR)의 로직 1,472 마다
옛 셈(master_formula.run) = 변환 흐름도 셈(Compute.run) · 입력 = check_master.시험입력(정함 ①)
· 기본 입력(줄의 시험입력 뺌)도 같이 · 맞는 비율 · 안 맞는 까닭 → tmp/convert_report_36.json
· 조건 찾기 field 「키」(입력값으로 요소 고르기 · 정함 ②) · 표 값 식 글을 수로(정함 ③)는 sub4 몫
— 대조는 같은 뜻 대역(ref 의 {…} 에 알약 값을 끼워 dv.one_value · 식 글은 옛 파서로 셈)
· 같은 물음은 한 번만 셈
"""
from __future__ import annotations
import json
import os
import shutil
import subprocess
import sys
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
ROOT = Path(__file__).resolve().parents[2]
COPY = ROOT / "tmp" / "master_copy_36"
REPORT = ROOT / "tmp" / "convert_report_36.json"
WORKERS = 6
# 일꾼(따로 뜬 파이썬 · 사본 폴더) — 표준 입력 = 키 목록 JSON · 표준 출력 = 줄마다 결과 JSON
WORKER = r"""
import json, os, re, sys
from decimal import Decimal
sys.path.insert(0, os.getcwd())
from M01_MasterData import M01_MasterData_Store as store
from M02_MasterTemplete.DataFlow import M02_DF_Compute as cp, M02_DF_Convert as cv
from M02_MasterTemplete.DataFlow import M02_DF_Values as dv
mf, cm = store.cm.mf, store.cm
master = store.loaded()[1]
seen, flows = {}, {}
one_value = dv.one_value
def cached(item, local=None):
k = json.dumps(item, ensure_ascii=False, sort_keys=True, default=str)
if k not in seen:
seen[k] = one_value(item, local)
if seen[k].get("rows"): # 표 값 식 글 → 수(Values._table 대역)
seen[k]["rows"] = [[arith(x) for x in r] for r in seen[k]["rows"]]
return seen[k]
def arith(x):
if isinstance(x, str) and mf._ARITH.fullmatch(x):
try:
return mf.evaluate(mf.parse(x), {}, master)
except (mf.FormulaError, ArithmeticError):
return x
return x
dv.one_value = cached
element_value = cp._element_value
HOLE = re.compile(r"\{([^{}]+)\}")
def stand_in(group, el, given, ports, errors, box, ctx):
rule = el.get("rule") or {}
if el.get("mode") != "rule" or rule.get("field") != "키":
return element_value(group, el, given, ports, errors, box, ctx)
src = rule.get("from") or {}
v = ports.get(src.get("box"), {}).get(src.get("name"))
if v is None:
errors.append(f"「{el.get('name')}」 자리 값 없음")
return None
text = format(Decimal(str(v)).normalize(), "f") if isinstance(v, (int, float)) else str(v)
ref, _, field = HOLE.sub(lambda m: text, el["ref"]).partition("#")
try:
ref = ref if ref.lstrip().startswith("{") else str(master.get(ref).get("키"))
except mf.FormulaError as e:
errors.append(f"「{el.get('name')}」 {e}")
return None
ref += f"#{field}" if field else ""
got = cached({"group": group, "ref": ref, "unit": el.get("unit")})
if not got["ok"]:
errors.append(f"「{el.get('name')}」 {got.get('reason')}")
return got.get("value") if got["ok"] else None
cp._element_value = stand_in
def load(key):
if key not in flows:
flows[key] = cv.convert(master.logic(key))["flow"]
return flows[key]
def num(v):
try:
return float(v)
except (TypeError, ValueError):
return None
def same(a, b):
a, b = num(a), num(b)
return a is not None and b is not None and abs(a - b) <= 1e-6 * max(1.0, abs(a))
def check(row, given):
try:
old = mf.run(master, row["키"], given)
except Exception as e:
return {"state": "옛 셈 오류", "why": str(e)[:200]}
got = cv.convert(row)
flows[row["키"]] = got["flow"]
try:
design = {"in-design": {k: cv.plain(v) for k, v in given.items()}}
new = cp.run(got["flow"], design, load, [])
except Exception as e:
return {"state": "흐름 셈 멈춤", "why": repr(e)[:200], "notes": got["notes"]}
cost = new["cost"]
if "결과" in old:
pairs = [("결과", old["결과"], cost["값들"].get("결과"))]
else:
pairs = [(k, old[k], cost[k]) for k in ("노무비", "재료비", "경비", "계")]
bad = [[k, num(a), num(b)] for k, a, b in pairs if not same(a, b)]
if not bad:
return {"state": "맞음"}
return {"state": "다름", "diff": bad, "notes": got["notes"], "errors": new["errors"][:6]}
for key in json.loads(sys.stdin.read()):
row = master.logic(key)
plain = cm.시험입력({k: v for k, v in row.items() if k != "시험입력"})
test = cm.시험입력(row)
out = {"key": key, "시험입력": check(row, test)}
out["기본 입력"] = out["시험입력"] if plain == test else check(row, plain)
print(json.dumps(out, ensure_ascii=False, default=str), flush=True)
"""
def _copy() -> None:
"""사본 폴더 — 없으면 정본 JSON 을 복사(정본은 읽기만)."""
if not any(COPY.glob("*.json")):
COPY.mkdir(parents=True, exist_ok=True)
for f in (ROOT / "resources" / "master_data").glob("*.json"):
shutil.copy2(f, COPY / f.name)
def _env() -> dict:
return {**os.environ, "AISLO_MASTER_DIR": str(COPY), "PYTHONIOENCODING": "utf-8"}
def _run(code: str, stdin: str = "") -> str:
got = subprocess.run(
[sys.executable, "-c", code],
input=stdin,
capture_output=True,
text=True,
encoding="utf-8",
cwd=ROOT,
env=_env(),
timeout=7200,
)
assert got.returncode == 0, got.stderr[-2000:]
return got.stdout
def _keys() -> list[str]:
code = (
"import json, os, sys; sys.path.insert(0, os.getcwd())\n"
"from M01_MasterData import M01_MasterData_Store as store\n"
"files = store.loaded()[0]\n"
"print(json.dumps([r['키'] for d in files.values() if d.get('그룹') == '로직'"
" for r in d.get('줄') or []]))"
)
return json.loads(_run(code))
def _reason(r: dict) -> str:
if r["state"] != "다름":
return r["state"]
moved = [n for n in r.get("notes") or [] if n.startswith("못 옮김")]
if moved:
return "못 옮김 — " + moved[0].split("—", 1)[1].strip().split("「")[0].strip()
for e in r.get("errors") or []:
tail = e.rsplit("」", 1)[-1].strip()
if tail:
return "흐름 셈 알림 — " + tail.split("—")[0].strip()[:40]
return "값 다름(알림 없음)"
# ── 꼴 시험 ──────────────────────────────────────────────────────────
SHAPE = r"""
import json, os, sys
sys.path.insert(0, os.getcwd())
from M01_MasterData import M01_MasterData_Store as store
from M02_MasterTemplete.DataFlow import M02_DF_Convert as cv
master = store.loaded()[1]
got = {k: cv.convert(master.logic(k)) for k in sys.argv[1:]}
print(json.dumps(got, ensure_ascii=False, default=str))
"""
def _shape(*keys: str) -> dict:
got = subprocess.run(
[sys.executable, "-c", SHAPE, *keys],
capture_output=True,
text=True,
encoding="utf-8",
cwd=ROOT,
env=_env(),
timeout=600,
)
assert got.returncode == 0, got.stderr[-2000:]
return json.loads(got.stdout)
def test_꼴_상자_선_규칙_배치() -> None:
_copy()
got = _shape("GC000994", "GC000267", "GF000003", "GC000264", "GF000185")
for key, one in got.items():
flow = one["flow"]
ids = [b["id"] for b in flow["boxes"]]
assert len(ids) == len(set(ids)), key
assert all(ln["from"]["box"] in ids and ln["to"]["box"] in ids for ln in flow["links"]), key
spots = [(b["x"], b["y"]) for b in flow["boxes"]]
assert len(spots) == len(set(spots)), f"{key} 상자 겹침"
kinds = {b["kind"] for b in flow["boxes"]}
assert {"input", "function", "output"} <= kinds, key
outs = [b for b in flow["boxes"] if b["kind"] == "output"]
ins = [b for b in flow["boxes"] if b["kind"] == "input"]
assert max(b["x"] for b in ins) < min(b["x"] for b in outs), (
f"{key} 입력 왼쪽 · 출력 오른쪽"
)
for b in flow["boxes"]:
if b["kind"] == "function":
f = b["func"]
assert (
f["output"]["cell"] in f["sheet"]["칸"]
and "식" in f["sheet"]["칸"][f["output"]["cell"]]
)
# 돈 아닌 로직 = 출력 「결과」(값) · 반올림 → ROUND
res = got["GF000003"]["flow"]
assert [b["output"]["cost"] for b in res["boxes"] if b["kind"] == "output"] == ["값"]
assert any("ROUND(" in str(b.get("func")) for b in res["boxes"])
# 표 찾기 = 표 알약 + 선 규칙 lookup · 로직 줄 = 다른 로직 입력(비목 셋)
one = got["GC000994"]["flow"]
assert any((ln.get("rule") or {}).get("kind") == "lookup" for ln in one["links"])
logic = [b for b in one["boxes"] if (b.get("input") or {}).get("mode") == "logic"]
assert logic and logic[0]["input"]["logic"]["key"].startswith("GC")
assert {b["output"]["cost"] for b in one["boxes"] if b["kind"] == "output"} <= {
"노무비",
"재료비",
"경비",
}
# EQ:{기계} = 기계 요소 조건 찾기(field 키 · from = 입력 알약 「기계」)
els = [
e
for b in got["GC000267"]["flow"]["boxes"]
for e in (b.get("input") or {}).get("elements", [])
]
keyed = [e for e in els if e.get("mode") == "rule"]
assert keyed and all(e["rule"]["field"] == "키" and "{" in e["ref"] for e in keyed)
machine = [e for e in keyed if e["ref"].startswith("EQ:{기계}#")]
assert machine and {e["rule"]["from"]["name"] for e in machine} == {"기계"}
# 레미콘 {a}-{b}-{c} = 글 잇는 함수(&) → 재료 조건 찾기
remi = got["GC000264"]["flow"]
assert any("&" in str(b.get("func")) for b in remi["boxes"])
# 덧줄 줄.'이름' · 비목 합
assert got["GF000185"]["notes"] == [] or all(
not n.startswith("못 옮김") for n in got["GF000185"]["notes"]
)
# ── 전수 대조 ────────────────────────────────────────────────────────
def test_전수_대조_옛_셈_같음() -> None:
_copy()
keys = _keys()
assert len(keys) >= 1400
chunks = [keys[i::WORKERS] for i in range(WORKERS)]
with ThreadPoolExecutor(WORKERS) as pool:
outs = list(pool.map(lambda c: _run(WORKER, json.dumps(c)), chunks))
rows = [json.loads(x) for out in outs for x in out.splitlines() if x.startswith("{")]
assert len(rows) == len(keys)
report: dict = {"로직": len(rows)}
for kind in ("시험입력", "기본 입력"):
states = [r[kind]["state"] for r in rows]
run = [s for s in states if s != "옛 셈 오류"]
reasons: dict[str, int] = {}
for r in rows:
if r[kind]["state"] not in ("맞음", "옛 셈 오류"):
why = _reason(r[kind])
reasons[why] = reasons.get(why, 0) + 1
report[kind] = {
"옛 셈 오류(대조 밖)": states.count("옛 셈 오류"),
"대조": len(run),
"맞음": run.count("맞음"),
"맞는 비율": round(run.count("맞음") / max(1, len(run)), 4),
"안 맞는 까닭": dict(sorted(reasons.items(), key=lambda x: -x[1])),
}
report["안 맞는 로직"] = [
{"키": r["key"], **r["시험입력"]} for r in rows if r["시험입력"]["state"] not in ("맞음",)
]
REPORT.write_text(
json.dumps(report, ensure_ascii=False, indent=1, default=str), encoding="utf-8"
)
# 변환이 멈추는 로직은 없어야 함
assert all(r["시험입력"]["state"] != "흐름 셈 멈춤" for r in rows), [
r for r in rows if r["시험입력"]["state"] == "흐름 셈 멈춤"
][:3]
assert report["시험입력"]["맞는 비율"] >= 0.5, report["시험입력"]