load_new_model_and_ao

README.md

@@ -21,6 +21,14 @@
   - Система администрирования проекта по адресу (используйте логин и пароль администратора доступа):
      [https://REACT_APP_DOMAIN/admin/](https://REACT_APP_DOMAIN/admin/)
     
+   - Для загрузки Округов и районов запустить консоль 
+        ```bash 
+        python manage.py shell
+     ```
+     Далее в консоли выполнить 
+     ```bash 
+     from service.utils import load_ao_and_rayons
+     load_ao_and_rayons() 
 ### Команды для обновления проекта:
  - Обновите проект и перезапустите его:
      ```bash

service/admin.py

@@ -1,4 +1,6 @@
 from django.contrib import admin
 from django.db import models
-from service.models import PlacementPoint
+from service.models import PlacementPoint,AO,Rayon
 admin.site.register(PlacementPoint)
+admin.site.register(AO)
+admin.site.register(Rayon)

service/migrations/0003_auto_20230223_1829.py

@@ -0,0 +1,180 @@
+# Generated by Django 3.2 on 2023-02-23 15:29
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('service', '0002_auto_20230218_1927'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='AO',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.TextField(blank=True, null=True, verbose_name='Округ')),
+            ],
+        ),
+        migrations.RenameField(
+            model_name='placementpoint',
+            old_name='age',
+            new_name='age_day',
+        ),
+        migrations.RemoveField(
+            model_name='placementpoint',
+            name='delta',
+        ),
+        migrations.RemoveField(
+            model_name='placementpoint',
+            name='location_id',
+        ),
+        migrations.RemoveField(
+            model_name='placementpoint',
+            name='plan',
+        ),
+        migrations.RemoveField(
+            model_name='placementpoint',
+            name='prediction',
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='address',
+            field=models.TextField(blank=True, null=True, verbose_name='Адрес'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='delta_current',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Разница текущая'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='delta_first',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Разница начальная'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='doors',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='enrg_cls',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='flat_cnt',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Количество квартир'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='flats_cnt',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='levels',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='mat_nes',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='name',
+            field=models.TextField(blank=True, null=True, verbose_name='Название'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='other_post_cnt',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='plan_current',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Плановый показатель текущий'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='plan_first',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Плановый показатель начальный'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='popul_home',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='popul_job',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='prediction_current',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Прогноз текущий'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='prediction_first',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Прогноз начальный'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='start_date',
+            field=models.DateTimeField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='target_post_cnt',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='year_bld',
+            field=models.IntegerField(blank=True, null=True, verbose_name='Год постройки'),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='yndxfood_cnt',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='yndxfood_cnt_cst',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='placementpoint',
+            name='yndxfood_sum',
+            field=models.IntegerField(blank=True, null=True),
+        ),
+        migrations.AlterField(
+            model_name='placementpoint',
+            name='sample_trn',
+            field=models.BooleanField(blank=True, null=True),
+        ),
+        migrations.CreateModel(
+            name='Rayon',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.TextField(blank=True, null=True, verbose_name='Район')),
+                ('AO', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='service.ao')),
+            ],
+        ),
+        migrations.AlterField(
+            model_name='placementpoint',
+            name='okrug',
+            field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='service.ao'),
+        ),
+        migrations.AlterField(
+            model_name='placementpoint',
+            name='rayon',
+            field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='service.rayon'),
+        ),
+    ]

service/migrations/0004_auto_20230223_1839.py

@@ -0,0 +1,24 @@
+# Generated by Django 3.2 on 2023-02-23 15:39
+
+import django.contrib.gis.db.models.fields
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('service', '0003_auto_20230223_1829'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='ao',
+            name='polygon',
+            field=django.contrib.gis.db.models.fields.MultiPolygonField(null=True, srid=4326),
+        ),
+        migrations.AddField(
+            model_name='rayon',
+            name='polygon',
+            field=django.contrib.gis.db.models.fields.MultiPolygonField(null=True, srid=4326),
+        ),
+    ]

service/migrations/0005_alter_placementpoint_enrg_cls.py

@@ -0,0 +1,18 @@
+# Generated by Django 3.2 on 2023-02-23 16:30
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('service', '0004_auto_20230223_1839'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='placementpoint',
+            name='enrg_cls',
+            field=models.TextField(blank=True, null=True),
+        ),
+    ]

service/migrations/0006_alter_placementpoint_mat_nes.py

@@ -0,0 +1,18 @@
+# Generated by Django 3.2 on 2023-02-23 16:30
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('service', '0005_alter_placementpoint_enrg_cls'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='placementpoint',
+            name='mat_nes',
+            field=models.TextField(blank=True, null=True),
+        ),
+    ]

service/models.py

@@ -1,16 +1,46 @@
-from django.db import models
 from django.contrib.gis.db import models as gis_models
+from django.db import models
+
 
 class PlacementPoint(models.Model):
-    location_id = models.IntegerField(null=True, blank=True, verbose_name='Id локации')
+    address = models.TextField(null=True, blank=True, verbose_name='Адрес')
-    geometry = gis_models.PointField(srid=4326, null=True, verbose_name='Координаты')
+    name = models.TextField(null=True, blank=True, verbose_name='Название')
-    status = models.TextField(null=True, blank=True, verbose_name='Статус')
     category = models.TextField(null=True, blank=True, verbose_name='Категория')
-    prediction = models.IntegerField(null=True, blank=True, verbose_name='Прогноз')
+    status = models.TextField(null=True, blank=True, verbose_name='Статус')
-    age = models.IntegerField(null=True, blank=True, verbose_name='Возраст')
+    start_date = models.DateTimeField(null=True, blank=True)
-    plan = models.IntegerField(null=True, blank=True, verbose_name='Плановый показатель')
+    age_day = models.IntegerField(null=True, blank=True, verbose_name='Возраст')
+    prediction_first = models.IntegerField(null=True, blank=True, verbose_name='Прогноз начальный')
+    prediction_current = models.IntegerField(null=True, blank=True, verbose_name='Прогноз текущий')
+    plan_first = models.IntegerField(null=True, blank=True, verbose_name='Плановый показатель начальный')
+    plan_current = models.IntegerField(null=True, blank=True, verbose_name='Плановый показатель текущий')
     fact = models.IntegerField(null=True, blank=True, verbose_name='Фактический показатель')
-    delta = models.IntegerField(null=True, blank=True, verbose_name='Разница')
+    delta_first = models.IntegerField(null=True, blank=True, verbose_name='Разница начальная')
-    sample_trn = models.IntegerField(null=True, blank=True)
+    delta_current = models.IntegerField(null=True, blank=True, verbose_name='Разница текущая')
-    okrug = models.TextField(null=True, blank=True, verbose_name='Округ')
+    sample_trn = models.BooleanField(null=True, blank=True)
-    rayon = models.TextField(null=True, blank=True, verbose_name='Район')
+    flat_cnt = models.IntegerField(null=True, blank=True, verbose_name='Количество квартир')
+    year_bld = models.IntegerField(null=True, blank=True, verbose_name='Год постройки')
+    levels = models.IntegerField(null=True, blank=True)
+    enrg_cls = models.TextField(null=True, blank=True)
+    mat_nes = models.TextField(null=True, blank=True)
+    doors = models.IntegerField(null=True, blank=True)
+    flats_cnt = models.IntegerField(null=True, blank=True)
+    popul_home = models.IntegerField(null=True, blank=True)
+    popul_job = models.IntegerField(null=True, blank=True)
+    other_post_cnt = models.IntegerField(null=True, blank=True)
+    target_post_cnt = models.IntegerField(null=True, blank=True)
+    yndxfood_cnt = models.IntegerField(null=True, blank=True)
+    yndxfood_sum = models.IntegerField(null=True, blank=True)
+    yndxfood_cnt_cst = models.IntegerField(null=True, blank=True)
+    okrug = models.ForeignKey("AO", on_delete=models.CASCADE, null=True, blank=True)
+    rayon = models.ForeignKey("Rayon", on_delete=models.CASCADE, null=True, blank=True)
+    geometry = gis_models.PointField(srid=4326, null=True, verbose_name='Координаты')
+
+
+class AO(models.Model):
+    name = models.TextField(null=True, blank=True, verbose_name='Округ')
+    polygon = gis_models.MultiPolygonField(null=True,srid=4326)
+
+class Rayon(models.Model):
+    name = models.TextField(null=True, blank=True, verbose_name='Район')
+    AO = models.ForeignKey("AO", on_delete=models.CASCADE)
+    polygon = gis_models.MultiPolygonField(null=True,srid=4326)

service/utils.py

@@ -1,8 +1,11 @@
+import geojson
 import pandas as pd
 import sqlalchemy
 from django.conf import settings
+from django.contrib.gis.geos import GEOSGeometry
+from geojson import MultiPolygon
 from tqdm import tqdm
-
+import numpy as np
 from service import models
 
 
@@ -65,7 +68,32 @@ def raschet(tables, filters, koefs, method):
 def load_data(filepath: str):
     models.PlacementPoint.objects.all().delete()
     df = pd.read_csv(filepath).iloc[:, 1:]
+    df = df.replace(np.nan, None)
+    df = df.replace('NaT', None)
     for row in tqdm(df.to_dict('records'), desc='Loading data...'):
-        data = {k: row[k] for k in row.keys() if k not in ['lat', 'lon']}
+        data = {k: row[k] for k in row.keys() if k not in ['okrug','rayon','age_month']}
-        data['geometry'] = f'POINT({row["lon"]} {row["lat"]})'
+        data['okrug']=models.AO.objects.get(name=row['okrug'])
+        data['rayon'] = models.Rayon.objects.get(name=row['rayon'])
         models.PlacementPoint.objects.create(**data)
+
+
+def load_ao_and_rayons(ao_filepath: str='./fixtures/okrug.geojson', rayons_filepath: str = './fixtures/rayon.geojson'):
+    models.AO.objects.all().delete()
+    models.Rayon.objects.all().delete()
+    with open(ao_filepath) as f:
+        gj = geojson.load(f)
+    objs = gj['features']
+    for obj in objs:
+        name = obj['properties']['okrug']
+        coords = obj['geometry']['coordinates']
+        models.AO.objects.create(**{'name': name, 'polygon': GEOSGeometry(str(MultiPolygon(coords)))})
+    with open(rayons_filepath) as f:
+        gj = geojson.load(f)
+    objs = gj['features']
+    for obj in objs:
+        name = obj['properties']['rayon']
+        coords = obj['geometry']['coordinates']
+        okr = obj['properties']['okrug']
+        ao = models.AO.objects.get(name=okr)
+        models.Rayon.objects.create(**{'name': name, 'polygon': GEOSGeometry(str(MultiPolygon(coords))), 'AO': ao})
+    print('AO and Rayons loaded')