toArray(), 'year')); sort($years); $listSubDistrict = SubDistrict::all(); $criterias = CriteriaData::all(); return view('website.app.village-alternatif', compact('listSubDistrict', 'criterias', 'years')); } public function getVillage($id) { $village = Village::where('sub_district_id', $id)->get(); return response()->json([ 'village' => $village ]); } public function addAlternatifVillage(Request $request) { $criterias = CriteriaData::all(); $villageId = $request->input('villageId'); $month = $request->input('month'); $year = $request->input('year'); // mengecek apakah sudah tersedia atau belum $villageAlternatifs = VillageAlternatif::where('village_id', $villageId) ->where('month', $month) ->where('year', $year) ->get(); if (count($villageAlternatifs) == 0) { foreach ($criterias as $key => $value) { VillageAlternatif::create([ 'village_id' => $villageId, 'month' => $month, 'year' => $year, 'criteria_id' => $value->id, 'value_alternatif' => $request->input(str_replace(' ', '_', $value->criteria)), ]); } toast('Data alternatif desa berhasil ditambahkan!', 'success'); return redirect()->back(); } else { toast('Gagal, Data alternatif desa bulan ' . $month . ' tahun ' . $year . ' sudah tersedia!', 'error'); return redirect()->back(); } } public function updateAlternatifVillage($month, $years, $subDistrictId) { $villageBySubDistrictId = Village::select('id', 'sub_district_id', 'village', 'latitude', 'longitude') ->where('sub_district_id', $subDistrictId)->get(); try { foreach ($villageBySubDistrictId as $village) { $weatherVillage = WeatherVillage::where('village_id', $village['id']) ->where('month', $month) ->where('year', $years) ->get(); $heightVillage = HeightVillage::where('village_id', $village['id']) ->where('year', $years) ->first(); $phVillage = PhVillage::where('village_id', $village['id']) ->first(); if ($weatherVillage->isEmpty()) { toast('Belum Lengkap dan cek kembali, download data cuaca tahunan terlebih dahulu !!', 'error'); } else if (is_null($heightVillage)) { toast('Belum Lengkap dan cek kembali, download data ketinggian tahunan terlebih dahulu !!', 'error'); } else if (is_null($phVillage)) { toast('Belum Lengkap dan cek kembali, download data pH tahunan terlebih dahulu !!', 'error'); } if ($heightVillage['height']) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weatherVillage[0]['month'], 'year' => $weatherVillage[0]['year'], 'criteria_id' => '1' ], [ 'value_alternatif' => $heightVillage['height'], ] ); } foreach ($weatherVillage as $key => $weather) { if ($weather["allsky_sfc_sw_dwn"]) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weather['month'], 'year' => $weather['year'], 'criteria_id' => '2' ], [ 'value_alternatif' => $weather["allsky_sfc_sw_dwn"], ] ); } if ($weather["prectotcorr"]) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weather['month'], 'year' => $weather['year'], 'criteria_id' => '3' ], [ 'value_alternatif' => $weather["prectotcorr"], ] ); } if ($weather["rh2m"]) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weather['month'], 'year' => $weather['year'], 'criteria_id' => '4' ], [ 'value_alternatif' => $weather["rh2m"], ] ); } if ($weather["t2m"]) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weather['month'], 'year' => $weather['year'], 'criteria_id' => '5' ], [ 'value_alternatif' => $weather["t2m"], ] ); } if ($weather["ws2m"]) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weather['month'], 'year' => $weather['year'], 'criteria_id' => '6' ], [ 'value_alternatif' => $weather["ws2m"], ] ); } } if ($phVillage['meter_0_5']) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weatherVillage[0]['month'], 'year' => $weatherVillage[0]['year'], 'criteria_id' => '7' ], [ 'value_alternatif' => $phVillage['meter_0_5'], ] ); } else if ($phVillage['meter_0_5'] == 0) { VillageAlternatif::updateOrCreate( [ 'village_id' => $village['id'], 'month' => $weatherVillage[0]['month'], 'year' => $weatherVillage[0]['year'], 'criteria_id' => '7' ], [ 'value_alternatif' => '5.5', ] ); } } return response()->json(['success' => true, 'message' => `Data alternatif desa $month,$years berhasil diperbarui!`]); } catch (\Exception $e) { // Tangani kesalahan dan tampilkan pesan error return response()->json([ 'success' => false, 'message' => $e->getMessage() ], 500); } } public function deleteAlternatifVillage($id, $month, $year) { // hapus referensi alternatif $villageAlternatif = VillageAlternatif::where('village_id', '=', $id)->where('month', $month)->where('year', $year)->get(); foreach ($villageAlternatif as $value) { $value->delete(); } // // hapus pada relasi preference result sub district $preferenceResultVillage = PreferenceResultVillage::where('village_id', '=', $id)->where('month', $month)->where('year', $year)->get(); foreach ($preferenceResultVillage as $value) { $value->delete(); } toast('Data alternatif desa berhasil dihapus', 'success'); return redirect()->back(); } public function updateAlternatifByVillage(Request $request) { $criterias = CriteriaData::all(); $villageId = $request->input('villageId'); $month = $request->input('month'); $year = $request->input('year'); foreach ($criterias as $key => $value) { VillageAlternatif::updateOrCreate( [ 'village_id' => $villageId, 'criteria_id' => $value->id, 'month' => $month, 'year' => $year, ], [ 'value_alternatif' => $request->input(str_replace(' ', '_', $value->criteria)) ] ); } toast('Data alternatif desa berhasil diubah!', 'success'); return redirect()->back(); } public function getAlternatifVillage($month, $years, $subDistrictId) { $listAlternatifVillage = VillageAlternatif::select( 'village_alternatifs.id as village_alternatifs_id', 'village_alternatifs.village_id as va_village_id', 'village_alternatifs.criteria_id as va_criteria_id', 'village_alternatifs.value_alternatif', 'village_alternatifs.month', 'village_alternatifs.year', 'village.id as village_id', 'village.village', 'village.sub_district_id', 'criteria_data.id as criteria_data_id', 'criteria_data.criteria', 'criteria_data.bobot', 'criteria_data.status' ) ->join('village', 'village.id', '=', 'village_alternatifs.village_id') ->join('criteria_data', 'criteria_data.id', '=', 'village_alternatifs.criteria_id') ->where('village_alternatifs.month', '=', $month) ->where('village_alternatifs.year', '=', $years) ->where('village.sub_district_id', '=', $subDistrictId) ->get(); $listCriteria = CriteriaData::all(); // apakah ada list desa $villageBySubDistrictId = Village::where('sub_district_id', $subDistrictId)->get(); if (count($villageBySubDistrictId) > 0) { if (count($listAlternatifVillage) != 0) { $groupByVillage = $listAlternatifVillage->groupBy('va_village_id')->map(function ($villageData) { $village = $villageData->first(); return [ 'village_id' => $village->village_id, 'village' => $village->village, 'month' => $village->month, 'year' => $village->year, 'criteria' => $villageData->map(function ($item) { return [ 'criteria_id' => $item->criteria_data_id, 'criteria' => $item->criteria, 'value_alternatif' => $item->value_alternatif, 'status' => $item->status, 'bobot' => $item->bobot ]; })->toArray() ]; }); // mengecek apakah jumlah pada setiap criteria sama $valueFirstIndex = array_key_first($groupByVillage->toArray()); $firstGroupByVillage = count($groupByVillage[$valueFirstIndex]['criteria']); $checkGroupByVillage = true; foreach ($groupByVillage as $village) { if (count($village['criteria']) !== $firstGroupByVillage) { $checkGroupByVillage = false; break; } } if ($checkGroupByVillage == false) { return response()->json([ 'listCriterias' => $listCriteria, 'groupByVillage' => $groupByVillage, 'message' => 'fail' ]); } else { // pembagi matriks ternomalisasi $countCriteria = count($groupByVillage[$valueFirstIndex]['criteria']); $pembagiMatriksTernomalisasi = []; for ($i = 0; $i < $countCriteria; $i++) { $sumKuadrat = 0; foreach ($groupByVillage as $item) { $sumKuadrat += pow($item["criteria"][$i]["value_alternatif"], 2); } // Hitung akar dari jumlah kuadrat $pembagiMatriksTernomalisasi[$i] = round((sqrt($sumKuadrat)), 5); } // data matriks ternomalisasi desa $matriksTernomalisasiVillage = []; foreach ($groupByVillage as $item) { $valueBaru = []; foreach ($item['criteria'] as $index => $value) { $value['value_alternatif'] = round(($value['value_alternatif'] / $pembagiMatriksTernomalisasi[$index]), 5); $valueBaru[] = [ 'criteria_id' => $value['criteria_id'], 'criteria' => $value['criteria'], 'value_alternatif' => $value['value_alternatif'], 'status' => $value['status'], 'bobot' => $value['bobot'] ]; } $matriksTernomalisasiVillage[] = [ 'village_id' => $item['village_id'], 'village' => $item['village'], 'criteria' => $valueBaru ]; } // data matriks ternomalisasi terbobot kecamatan $ternomalisasiTerbobotVillage = []; foreach ($groupByVillage as $item) { $valueBaru = []; foreach ($item['criteria'] as $index => $value) { $value['value_alternatif'] = round(($value['value_alternatif'] / $pembagiMatriksTernomalisasi[$index]), 5); $valueBaru[] = [ 'criteria_id' => $value['criteria_id'], 'criteria' => $value['criteria'], 'value_alternatif' => round(($value['value_alternatif'] * $value['bobot']), 5), 'status' => $value['status'], 'bobot' => $value['bobot'] ]; } $ternomalisasiTerbobotVillage[] = [ 'village_id' => $item['village_id'], 'village' => $item['village'], 'criteria' => $valueBaru ]; } // data solusi ideal positif dan negatif // 1. pengumpulan hasil data terbobot berdasarkan criteria $criteria_values = []; foreach ($ternomalisasiTerbobotVillage as $ternomalisasi) { foreach ($ternomalisasi['criteria'] as $index => $criteria) { $criteria_values[$index]['criteria_id'] = $criteria['criteria_id']; $criteria_values[$index]['criteria'] = $criteria['criteria']; $criteria_values[$index]['status'] = $criteria['status']; $criteria_values[$index]['values'][] = $criteria['value_alternatif']; } } // 2. menentukan ideal positif dan ideal negatif $ideal_positif = []; $ideal_negatif = []; foreach ($criteria_values as $index => $criteria) { if ($criteria['status'] === "benefit") { $ideal_positif[$index] = max($criteria['values']); $ideal_negatif[$index] = min($criteria['values']); } else { $ideal_positif[$index] = min($criteria['values']); $ideal_negatif[$index] = max($criteria['values']); } } // solusi ideal terbobot desa $determinanVillage = []; foreach ($ternomalisasiTerbobotVillage as $ternomalisasi) { $jumlahDeterminanPositif = 0; $jumlahDeterminanNegatif = 0; foreach ($ternomalisasi['criteria'] as $index => $criteria) { $jumlahDeterminanPositif += pow(($criteria['value_alternatif'] - $ideal_positif[$index]), 2); $jumlahDeterminanNegatif += pow(($criteria['value_alternatif'] - $ideal_negatif[$index]), 2); } $determinanVillage[] = [ 'id' => $ternomalisasi['village_id'], 'village' => $ternomalisasi['village'], 'determinanPositif' => round((sqrt($jumlahDeterminanPositif)), 5), 'determinanNegatif' => round((sqrt($jumlahDeterminanNegatif)), 5) ]; } // menyimpan hasil preferensi setiap desa if (count($determinanVillage) != 0 && count($determinanVillage) != 1) { foreach ($determinanVillage as $preference) { PreferenceResultVillage::updateOrCreate( [ 'village_id' => $preference['id'], 'month' => $month, 'year' => $years, ], [ 'value_preference' => round($preference['determinanNegatif'] / ($preference['determinanNegatif'] + $preference['determinanPositif']), 5), 'plant_name' => '' ] ); } } // ambil hasil preferensi village di database $preferenceResultVillage = PreferenceResultVillage::select( 'preference_result_villages.id', 'preference_result_villages.village_id as prv_village_id', 'preference_result_villages.value_preference', 'preference_result_villages.plant_name', 'preference_result_villages.month', 'preference_result_villages.year', 'village.id as v_id', 'village.village' ) ->join('village', 'village.id', '=', 'preference_result_villages.village_id') ->where('preference_result_villages.month', '=', $month) ->where('preference_result_villages.year', '=', $years) ->where('village.sub_district_id', '=', $subDistrictId) ->get(); $preferenceResultPlant = PreferenceResultPlant::select( 'preference_result_plants.id', 'preference_result_plants.plant_id as prp_plant_id', 'preference_result_plants.value_preference', 'plants.id as pl_id', 'plants.plant' ) ->join('plants', 'plants.id', '=', 'preference_result_plants.plant_id') ->get(); $prVillageArray = []; $prPlantArray = []; $resultPlantByVillage = []; if (count($preferenceResultVillage) != 0 && count($preferenceResultPlant) != 0) { foreach ($preferenceResultVillage as $prVillage) { $prVillageArray[$prVillage['village']] = $prVillage['value_preference']; } foreach ($preferenceResultPlant as $prPlant) { $prPlantArray[$prPlant['plant']] = $prPlant['value_preference']; } foreach ($prVillageArray as $village => $valuePreferenceVillage) { $PlantByChoice = collect($prPlantArray) ->sortBy(fn($valuePreferencePlant) => abs($valuePreferencePlant - $valuePreferenceVillage)) ->keys() ->first(); $resultPlantByVillage[$village] = $PlantByChoice; } // menambah atau update data reference kecamatan (tanaman) foreach ($preferenceResultVillage as $prVillage) { PreferenceResultVillage::updateOrCreate( [ 'village_id' => $prVillage['prv_village_id'], 'month' => $month, 'year' => $years, ], [ 'value_preference' => $prVillage['value_preference'], 'plant_name' => $resultPlantByVillage[$prVillage['village']] ] ); } } return response()->json([ 'listCriterias' => $listCriteria, 'groupByVillage' => $groupByVillage, 'pembagiMatriksTernomalisasi' => $pembagiMatriksTernomalisasi, 'matriksTernomalisasiVillage' => $matriksTernomalisasiVillage, 'ternomalisasiTerbobotVillage' => $ternomalisasiTerbobotVillage, 'solusiIdealPositif' => $ideal_positif, 'solusiIdealNegatif' => $ideal_negatif, 'determinanVillage' => $determinanVillage, 'resultPlantByVillage' => $resultPlantByVillage ]); } } } else { return response()->json([ 'message' => "Data tidak ditemukan" ]); } } }