Gabungkan aplikasi RPS & Portofolio OBE (dashboard jadi bagian aplikasi)
Dashboard pemetaan statis kini dilayani aplikasi di /dashboard (app/static/dashboard.html). Fitur lengkap Tahap 1-4 + dasbor monitoring, menu global, filter semester, input nilai langsung, penggabungan nilai team teaching, tabel bisa urut. Dockerfile berubah dari nginx statis ke uvicorn/FastAPI: healthcheck, proxy-headers, volume /data (SQLite). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Power BI Dev
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# -*- coding: utf-8 -*-
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"""Template & parser Excel nilai per mahasiswa per Sub-CPMK."""
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import io
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import openpyxl
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from openpyxl.styles import Alignment, Font, PatternFill
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from openpyxl.utils import get_column_letter
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BIRU = "1F4E79"
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BIRU_MUDA = "D6E4F0"
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def buat_template(peta: dict, tahun: str, mahasiswa: list[dict] | None = None) -> bytes:
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"""Template xlsx: kolom NPM, Nama, Kelas, lalu satu kolom per Sub-CPMK.
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Bila daftar mahasiswa (impor kaprodi) tersedia, baris NPM/Nama/Kelas
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sudah terisi — dosen tinggal mengisi skornya.
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"""
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wb = openpyxl.Workbook()
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ws = wb.active
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ws.title = "Nilai"
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subs = peta["subs"]
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ws.append([f"NILAI PER SUB-CPMK — {peta['nama']} ({peta['kode']}) — {tahun}"])
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ws.append(["Petunjuk: isi skor 0–100 per mahasiswa per Sub-CPMK. "
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"Jangan mengubah baris kode Sub-CPMK."])
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ws.append([])
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header = ["NPM", "Nama Mahasiswa", "Kelas"] + [s["kode"] for s in subs]
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ws.append(header)
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uraian = ["", "", ""] + [s["uraian"][:80] for s in subs]
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ws.append(uraian)
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for m in mahasiswa or []:
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ws.append([m["npm"], m["nama"], m.get("kelas", "")])
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for ci, _ in enumerate(header, 1):
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c = ws.cell(row=4, column=ci)
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c.font = Font(bold=True, color="FFFFFF")
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c.fill = PatternFill("solid", fgColor=BIRU)
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c.alignment = Alignment(horizontal="center")
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u = ws.cell(row=5, column=ci)
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u.font = Font(italic=True, size=8)
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u.alignment = Alignment(wrap_text=True, vertical="top")
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ws.column_dimensions[get_column_letter(ci)].width = (
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14 if ci == 1 else 28 if ci == 2 else 9 if ci == 3 else 14)
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ws.freeze_panes = "D6"
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buf = io.BytesIO()
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wb.save(buf)
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return buf.getvalue()
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def template_mahasiswa(daftar_mk: list[dict], tahun: str) -> bytes:
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"""Template impor daftar mahasiswa: NPM | Nama | Kode MK | Kelas."""
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wb = openpyxl.Workbook()
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ws = wb.active
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ws.title = "Mahasiswa"
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ws.append([f"DAFTAR MAHASISWA MENGONTRAK MK — {tahun}"])
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ws.append(["Petunjuk: satu baris per kontrak (mahasiswa yang mengambil 5 MK "
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"berarti 5 baris). Kode MK harus sesuai sheet 'Kode MK'."])
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ws.append([])
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ws.append(["NPM", "Nama Mahasiswa", "Kode MK", "Kelas"])
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for ci, lebar in enumerate((16, 30, 14, 10), 1):
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c = ws.cell(row=4, column=ci)
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c.font = Font(bold=True, color="FFFFFF")
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c.fill = PatternFill("solid", fgColor=BIRU)
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c.alignment = Alignment(horizontal="center")
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ws.column_dimensions[get_column_letter(ci)].width = lebar
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ws.freeze_panes = "A5"
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rujukan = wb.create_sheet("Kode MK")
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rujukan.append(["Kode MK", "Nama Mata Kuliah"])
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for ci in (1, 2):
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c = rujukan.cell(row=1, column=ci)
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c.font = Font(bold=True, color="FFFFFF")
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c.fill = PatternFill("solid", fgColor=BIRU)
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for mk in daftar_mk:
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rujukan.append([mk["kode"], mk["nama"]])
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rujukan.column_dimensions["A"].width = 14
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rujukan.column_dimensions["B"].width = 46
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buf = io.BytesIO()
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wb.save(buf)
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return buf.getvalue()
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def parse_mahasiswa(isi: bytes, kode_mk_valid: set[str]) -> tuple[list[dict], list[str]]:
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"""Baca xlsx daftar mahasiswa → (baris kontrak, peringatan).
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Header dicari otomatis (baris yang memuat 'NPM'); kolom dikenali dari
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judulnya: NPM, Nama, Kode MK, Kelas.
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"""
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wb = openpyxl.load_workbook(io.BytesIO(isi), read_only=True, data_only=True)
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ws = wb["Mahasiswa"] if "Mahasiswa" in wb.sheetnames else wb.active
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rows = list(ws.iter_rows(values_only=True))
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kol = {}
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header_i = None
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for i, row in enumerate(rows):
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vals = [str(v).strip().lower() if v is not None else "" for v in row]
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if "npm" in vals:
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header_i = i
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for ci, v in enumerate(vals):
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if v == "npm":
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kol["npm"] = ci
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elif "nama" in v:
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kol.setdefault("nama", ci)
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elif "kode" in v or v == "mk":
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kol.setdefault("mk", ci)
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elif "kelas" in v:
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kol.setdefault("kelas", ci)
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break
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if header_i is None or "npm" not in kol or "mk" not in kol:
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return [], ["Header tidak dikenali: pastikan ada kolom NPM, Nama, "
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"Kode MK, dan Kelas (pakai template dari aplikasi)."]
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def ambil(vals, kunci):
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ci = kol.get(kunci)
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if ci is None or ci >= len(vals) or vals[ci] is None:
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return ""
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v = vals[ci]
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# NPM/kelas numerik dari Excel → buang '.0'
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if isinstance(v, float) and v.is_integer():
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v = int(v)
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return str(v).strip()
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baris, peringatan, tak_dikenal = [], [], set()
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terlihat = set()
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for row in rows[header_i + 1:]:
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vals = list(row)
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npm = ambil(vals, "npm")
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mk = ambil(vals, "mk").upper()
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if not npm or not mk:
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continue
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if mk not in kode_mk_valid:
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tak_dikenal.add(mk)
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continue
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if (npm, mk) in terlihat:
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continue
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terlihat.add((npm, mk))
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baris.append({"npm": npm, "nama": ambil(vals, "nama"),
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"mk_kode": mk, "kelas": ambil(vals, "kelas")})
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if tak_dikenal:
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peringatan.append(
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f"{len(tak_dikenal)} kode MK tidak dikenal dan dilewati: "
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+ ", ".join(sorted(tak_dikenal)[:6])
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+ ("…" if len(tak_dikenal) > 6 else ""))
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if not baris:
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peringatan.append("Tidak ada baris kontrak yang terbaca.")
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return baris, peringatan
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def parse_unggahan(isi: bytes, kode_sub_valid: set[str]) -> tuple[list[dict], list[str]]:
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"""Baca xlsx nilai → (mahasiswa, peringatan).
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Baris header dicari otomatis: baris yang memuat 'NPM'. Kolom Sub-CPMK
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dicocokkan dengan kode yang valid untuk MK tsb.
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"""
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wb = openpyxl.load_workbook(io.BytesIO(isi), read_only=True, data_only=True)
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ws = wb.active
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rows = list(ws.iter_rows(values_only=True))
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header_i, kolom_sub = None, {}
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for i, row in enumerate(rows):
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vals = [str(v).strip() if v is not None else "" for v in row]
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if "NPM" in vals:
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header_i = i
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for ci, v in enumerate(vals):
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if v in kode_sub_valid:
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kolom_sub[ci] = v
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npm_i = vals.index("NPM")
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nama_i = npm_i + 1
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break
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if header_i is None or not kolom_sub:
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return [], ["Header tidak dikenali: pastikan memakai template dari aplikasi "
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"(ada kolom NPM dan kode Sub-CPMK)."]
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mahasiswa, peringatan = [], []
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for row in rows[header_i + 1:]:
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vals = list(row)
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npm = str(vals[npm_i]).strip() if npm_i < len(vals) and vals[npm_i] is not None else ""
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nama = str(vals[nama_i]).strip() if nama_i < len(vals) and vals[nama_i] is not None else ""
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skor = {}
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for ci, sub in kolom_sub.items():
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v = vals[ci] if ci < len(vals) else None
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if v is None or v == "":
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continue
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try:
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x = float(v)
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except (TypeError, ValueError):
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continue
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if 0 <= x <= 100:
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skor[sub] = x
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else:
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peringatan.append(f"{npm or nama}: nilai {sub} = {x} di luar 0–100, dilewati.")
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if skor and (npm or nama):
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mahasiswa.append({"npm": npm, "nama": nama, "skor": skor})
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if not mahasiswa:
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peringatan.append("Tidak ada baris nilai yang terbaca.")
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hilang = kode_sub_valid - {s for m in mahasiswa for s in m["skor"]}
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if mahasiswa and hilang:
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peringatan.append(
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f"{len(hilang)} Sub-CPMK tanpa nilai sama sekali: "
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+ ", ".join(sorted(hilang)[:8]) + ("…" if len(hilang) > 8 else "")
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)
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return mahasiswa, peringatan
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