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new pengukuran

This commit is contained in:
Sveemaaa 2026-04-12 10:08:44 +07:00
parent 62c5887282
commit bd18de6bcf
2 changed files with 35 additions and 35 deletions
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66
project/app/Http/Controllers/PengukuranBalitaController.php
View File

@ -41,68 +41,68 @@ public function store(Request $request)
'balita_id' => 'required', 'balita_id' => 'required',
'tanggal' => 'required|date', 'tanggal' => 'required|date',
'usia' => 'required|numeric', 'usia' => 'required|numeric',
'jenis_kelamin' => 'required', // Pastikan valuenya 1 atau 0 'jenis_kelamin' => 'required',
'berat_badan' => 'required|numeric', 'berat_badan' => 'required|numeric',
'tinggi_badan' => 'required|numeric', 'tinggi_badan' => 'required|numeric',
'lingkar_kepala' => 'required|numeric', // Ini dikirim sebagai LiLA ke Flask 'lingkar_kepala' => 'required|numeric',
]); ]);
try { try {
// Request ke API Flask // Request ke Flask API
$response = Http::timeout(10)->post('http://127.0.0.1:5000/predict', [ $response = Http::timeout(10)->post('http://127.0.0.1:5000/predict', [
'JK' => (int) $request->jenis_kelamin, 'JK' => (int) $request->jenis_kelamin,
'Usia' => (int) $request->usia, 'Usia_Bulan' => (int) $request->usia, // ← diperbaiki
'Berat' => (float) $request->berat_badan, 'Berat' => (float) $request->berat_badan,
'Tinggi' => (float) $request->tinggi_badan, 'Tinggi' => (float) $request->tinggi_badan,
]); ]);
if ($response->successful()) { if ($response->successful()) {
$hasilML = $response->json(); $hasilML = $response->json();
// Mapping yang konsisten dengan standar WHO & Kemenkes // Ambil hasil dari struktur response Flask
$mapHasil = [ $teksHasil = $hasilML['data']['hasil']['Status_Stunting'];
0 => 'Sangat Pendek', $zs_tbu = $hasilML['data']['hasil']['ZS_TBU'];
1 => 'Pendek', $bmi = $request->berat_badan / (($request->tinggi_badan / 100) ** 2);
2 => 'Normal'
];
$teksHasil = $mapHasil[$hasilML['Status_Stunting']] ?? 'Normal'; // Simpan pengukuran
// 1. Simpan Pengukuran
$pengukuran = PengukuranBalita::create([ $pengukuran = PengukuranBalita::create([
'balita_id' => $request->balita_id, 'balita_id' => $request->balita_id,
'user_id' => auth()->id() ?? 1, 'user_id' => auth()->id(),
'berat_badan' => $request->berat_badan, 'berat_badan' => $request->berat_badan,
'tinggi_badan' => $request->tinggi_badan, 'tinggi_badan' => $request->tinggi_badan,
'lingkar_kepala' => $request->lingkar_kepala, 'lingkar_kepala' => $request->lingkar_kepala,
'usia_saat_ukur' => $request->usia, 'usia_saat_ukur' => $request->usia,
'tanggal' => $request->tanggal, 'tanggal' => $request->tanggal,
'hasil' => $teksHasil, 'hasil' => $teksHasil,
'zs_tbu' => $hasilML['Zscore'], 'zs_tbu' => $zs_tbu,
'bmi' => $request->berat_badan / (($request->tinggi_badan/100) ** 2), 'bmi' => round($bmi, 2),
]); ]);
// 2. Ambil Template Edukasi & Simpan // Ambil & simpan edukasi sesuai hasil stunting
// Gunakan where kategori yang sama dengan $teksHasil
$templates = Edukasi::where('kategori', $teksHasil)->get(); $templates = Edukasi::where('kategori', $teksHasil)->get();
foreach ($templates as $item) { foreach ($templates as $item) {
Edukasi2::create([ Edukasi2::create([
'balita_id' => $request->balita_id, 'balita_id' => $request->balita_id,
'pengukuran_balita_id' => $pengukuran->id, 'pengukuran_balita_id' => $pengukuran->id,
'judul' => $item->judul, 'judul' => $item->judul,
'konten' => $item->konten, 'konten' => $item->konten,
'kategori' => $teksHasil 'kategori' => $teksHasil,
]); ]);
} }
return redirect()->route('pengukuran_balita.index')->with('success', "Hasil: $teksHasil. Data dan edukasi berhasil disimpan!"); return redirect()
->route('pengukuran_balita.index')
->with('success', "Hasil: $teksHasil. Data berhasil disimpan!");
} }
return back()->withErrors(['api' => 'Gagal terhubung ke server prediksi.'])->withInput(); return back()
->withErrors(['api' => 'Gagal terhubung ke server prediksi.'])
->withInput();
} catch (\Exception $e) { } catch (\Exception $e) {
return back()->withErrors(['error' => 'Terjadi kesalahan: ' . $e->getMessage()])->withInput(); return back()
->withErrors(['error' => 'Terjadi kesalahan: ' . $e->getMessage()])
->withInput();
} }
} }

4
project/resources/views/pengukuran_balita/data.blade.php
View File

@ -72,8 +72,8 @@
@php @php
$statusClass = match(strtolower($balita->hasil)) { $statusClass = match(strtolower($balita->hasil)) {
'normal' => 'bg-success', 'normal' => 'bg-success',
'pendek', 'stunting' => 'bg-danger', 'pendek', 'stunting' => 'bg-warning text-dark',
'sangat pendek' => 'bg-dark', 'sangat pendek' => 'bg-danger',
default => 'bg-warning' default => 'bg-warning'
}; };
@endphp @endphp