MIF_E31221222/sigap-website/prisma/seeds/demographic.ts

// prisma/seeds/DemographicsSeeder.ts
import { PrismaClient } from "@prisma/client";

export class DemographicsSeeder {
    constructor(private prisma: PrismaClient) { }

    async run(): Promise<void> {
        console.log("Seeding demographics data...");

        // Mendapatkan semua districts
        const districts = await this.prisma.districts.findMany();
        const cities = await this.prisma.cities.findMany();

        // Seed demografis untuk 6 tahun terakhir
        const currentYear = new Date().getFullYear();
        const years = [currentYear - 5, currentYear - 4, currentYear - 3, currentYear - 2, currentYear - 1, currentYear];

        // Menghapus data demographics yang sudah ada
        await this.prisma.$executeRaw`TRUNCATE TABLE "demographics" CASCADE`;

        let counter = 0;

        // Untuk tiap tahun
        for (const year of years) {
            // Pertama generate data level district
            const districtDemographics = [];

            for (const district of districts) {
                // Generate data demografis level district
                const districtPopulation = this.getRandomNumber(10000, 100000);
                const districtLandArea = await this.getDistrictLandArea(district.id);
                const districtDensity = districtLandArea > 0
                    ? districtPopulation / districtLandArea
                    : this.getRandomNumber(500, 3000);
                const districtUnemployed = Math.floor(districtPopulation * this.getRandomNumber(0.03, 0.15));

                // Simpan data district untuk agregasi level kota
                districtDemographics.push({
                    district_id: district.id,
                    city_id: district.city_id,
                    population: districtPopulation,
                    unemployed: districtUnemployed,
                    density: districtDensity
                });

                // Simpan data demografis level district
                await this.prisma.demographics.create({
                    data: {
                        city_id: district.city_id,
                        district_id: district.id,
                        year,
                        population: districtPopulation,
                        population_density: districtDensity,
                        number_of_unemployed: districtUnemployed
                    }
                });
                counter++;
            }

            // Kemudian generate data level kota berdasarkan agregasi dari district
            for (const city of cities) {
                // Filter district demographics untuk kota ini
                const cityDistricts = districtDemographics.filter(d => d.city_id === city.id);

                if (cityDistricts.length > 0) {
                    // Agregasi data dari semua district dalam kota
                    const cityPopulation = cityDistricts.reduce((sum, d) => sum + d.population, 0);
                    const cityUnemployed = cityDistricts.reduce((sum, d) => sum + d.unemployed, 0);

                    // Hitung total land area kota
                    const cityLandArea = await this.getCityLandArea(city.id);

                    // Hitung kepadatan populasi kota
                    const cityDensity = cityLandArea > 0
                        ? cityPopulation / cityLandArea
                        : cityDistricts.reduce((sum, d) => sum + d.density, 0) / cityDistricts.length;

                    // Simpan data demografis level kota
                    await this.prisma.demographics.create({
                        data: {
                            city_id: city.id,
                            district_id: cityDistricts[0].district_id, // Menggunakan district pertama sebagai placeholder
                            year,
                            population: cityPopulation,
                            population_density: cityDensity,
                            number_of_unemployed: cityUnemployed
                        }
                    });
                    counter++;
                }
            }
        }

        console.log(`✅ ${counter} demographics records seeded`);
    }

    private getRandomNumber(min: number, max: number): number {
        return Math.random() * (max - min) + min;
    }

    private async getDistrictLandArea(districtId: string): Promise<number> {
        const geo = await this.prisma.geographics.findFirst({
            where: { district_id: districtId }
        });

        return geo?.land_area || 0;
    }

    private async getCityLandArea(cityId: string): Promise<number> {
        const geo = await this.prisma.geographics.findFirst({
            where: {
                city_id: cityId,
                district_id: null
            }
        });

        if (geo?.land_area) return geo.land_area;

        // Jika tidak ada data land area level kota, jumlahkan dari semua district
        const districtsGeo = await this.prisma.geographics.findMany({
            where: { city_id: cityId, district_id: { not: null } }
        });

        return districtsGeo.reduce((sum, geo) => sum + (geo.land_area || 0), 0);
    }
}