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SolarCalculator/__init__.py
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SolarCalculator/__init__.py
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SolarCalculator/asgi.py
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SolarCalculator/asgi.py
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"""
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ASGI config for SolarCalculator project.
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It exposes the ASGI callable as a module-level variable named ``application``.
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For more information on this file, see
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https://docs.djangoproject.com/en/4.1/howto/deployment/asgi/
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"""
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import os
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from django.core.asgi import get_asgi_application
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os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'SolarCalculator.settings')
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application = get_asgi_application()
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SolarCalculator/forms.py
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SolarCalculator/forms.py
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from django import forms
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from material import *
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class SolarForm(forms.Form):
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name = forms.CharField(required=True, label="Name", initial='Mr.ABC')
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kw_installed = forms.FloatField(required=True, label="KW Installed", min_value=0, max_value=1e100, initial=4.81)
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initial_cost = forms.IntegerField(required=True, label="Initial Cost of Installation", initial=415000)
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amc = forms.IntegerField(required=True, label="Annual Recurring Cost", initial=9000)
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units1 = forms.IntegerField(required=True, label="Units Consumed (Jan-Feb)", initial=1200)
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units2 = forms.IntegerField(required=True, label="Units Consumed (Mar-Apr)", initial=1600)
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units3 = forms.IntegerField(required=True, label="Units Consumed (May-Jun)", initial=1800)
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units4 = forms.IntegerField(required=True, label="Units Consumed (Jul-Aug)", initial=1400)
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units5 = forms.IntegerField(required=True, label="Units Consumed (Sep-Oct)", initial=1600)
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units6 = forms.IntegerField(required=True, label="Units Consumed (Nov-Dec)", initial=1000)
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layout = Layout(
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Row('name', 'kw_installed', 'initial_cost', 'amc'),
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Row('units1', 'units2', 'units3', 'units4', 'units5', 'units6'),
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)
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132
SolarCalculator/settings.py
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SolarCalculator/settings.py
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"""
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Django settings for SolarCalculator project.
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Generated by 'django-admin startproject' using Django 4.1.2.
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For more information on this file, see
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https://docs.djangoproject.com/en/4.1/topics/settings/
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For the full list of settings and their values, see
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https://docs.djangoproject.com/en/4.1/ref/settings/
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"""
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from pathlib import Path
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# Build paths inside the project like this: BASE_DIR / 'subdir'.
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BASE_DIR = Path(__file__).resolve().parent.parent
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# Quick-start development settings - unsuitable for production
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# See https://docs.djangoproject.com/en/4.1/howto/deployment/checklist/
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# SECURITY WARNING: keep the secret key used in production secret!
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SECRET_KEY = 'django-insecure-w&c9bz6fof7-amo)&tvl%9mcz_hl744sos5pv-q0#ua&kaspt_'
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# SECURITY WARNING: don't run with debug turned on in production!
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DEBUG = True
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ALLOWED_HOSTS = ['*']
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# Application definition
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INSTALLED_APPS = [
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'django.contrib.admin',
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'django.contrib.auth',
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'django.contrib.contenttypes',
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'django.contrib.sessions',
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'django.contrib.messages',
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'django.contrib.staticfiles',
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# Installed Apps
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'material',
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'material.frontend',
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]
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MIDDLEWARE = [
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'django.middleware.security.SecurityMiddleware',
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'django.contrib.sessions.middleware.SessionMiddleware',
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'django.middleware.common.CommonMiddleware',
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'django.middleware.csrf.CsrfViewMiddleware',
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'django.contrib.auth.middleware.AuthenticationMiddleware',
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'django.contrib.messages.middleware.MessageMiddleware',
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'django.middleware.clickjacking.XFrameOptionsMiddleware',
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]
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ROOT_URLCONF = 'SolarCalculator.urls'
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TEMPLATES = [
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{
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'BACKEND': 'django.template.backends.django.DjangoTemplates',
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'DIRS': [BASE_DIR / 'templates']
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,
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'APP_DIRS': True,
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'OPTIONS': {
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'context_processors': [
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'django.template.context_processors.debug',
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'django.template.context_processors.request',
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'django.contrib.auth.context_processors.auth',
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'django.contrib.messages.context_processors.messages',
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],
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},
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},
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]
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WSGI_APPLICATION = 'SolarCalculator.wsgi.application'
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# Database
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# https://docs.djangoproject.com/en/4.1/ref/settings/#databases
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DATABASES = {
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'default': {
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'ENGINE': 'django.db.backends.sqlite3',
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'NAME': BASE_DIR / 'db.sqlite3',
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}
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}
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# Password validation
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# https://docs.djangoproject.com/en/4.1/ref/settings/#auth-password-validators
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AUTH_PASSWORD_VALIDATORS = [
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{
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'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
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},
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{
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'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
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},
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{
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'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
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},
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{
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'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
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},
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]
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# Internationalization
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# https://docs.djangoproject.com/en/4.1/topics/i18n/
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LANGUAGE_CODE = 'en-us'
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TIME_ZONE = 'UTC'
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USE_I18N = True
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USE_TZ = True
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# Static files (CSS, JavaScript, Images)
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# https://docs.djangoproject.com/en/4.1/howto/static-files/
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# STATIC_ROOT = "/var/www/solarcalc.duckdns.org/static/"
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STATIC_URL = 'static/'
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# Default primary key field type
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# https://docs.djangoproject.com/en/4.1/ref/settings/#default-auto-field
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DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
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SECURE_PROXY_SSL_HEADER = ('HTTP_X_FORWARDED_PROTO','https')
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CSRF_TRUSTED_ORIGINS=[
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'https://solarcalc.duckdns.org',
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]
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23
SolarCalculator/urls.py
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SolarCalculator/urls.py
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"""SolarCalculator URL Configuration
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The `urlpatterns` list routes URLs to views. For more information please see:
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https://docs.djangoproject.com/en/4.1/topics/http/urls/
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Examples:
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Function views
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1. Add an import: from my_app import views
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2. Add a URL to urlpatterns: path('', views.home, name='home')
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Class-based views
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1. Add an import: from other_app.views import Home
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2. Add a URL to urlpatterns: path('', Home.as_view(), name='home')
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Including another URLconf
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1. Import the include() function: from django.urls import include, path
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2. Add a URL to urlpatterns: path('blog/', include('blog.urls'))
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"""
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from django.contrib import admin
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from django.urls import path
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from . import views
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urlpatterns = [
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path('admin/', admin.site.urls),
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path('', views.SolarCalculatorView, name='SolarCalculator'),
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]
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150
SolarCalculator/views.py
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SolarCalculator/views.py
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# Create your views here.
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from django.http import HttpResponse, HttpResponseRedirect
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from django.shortcuts import get_object_or_404, render, reverse
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from django.template import loader
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import pandas as pd
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import numpy as np
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from .forms import *
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import io
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import numpy_financial as npf
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def PrC(units_consumed):
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cutoff = 500
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price_data1 = pd.DataFrame(np.array([[100, 0], [200, 2.25], [400, 4.5],
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[500, 6]]),
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columns=['Unit_Ceiling', 'Rate'])
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price_data2 = pd.DataFrame(np.array([[100, 0], [400, 4.5], [500, 6],
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[600, 8], [800, 9], [1000, 10],
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[np.inf, 11]]),
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columns=['Unit_Ceiling', 'Rate'])
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if units_consumed < 0:
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return 0
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elif units_consumed > cutoff:
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DB = price_data2
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else:
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DB = price_data1
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DB['prev_slab'] = DB['Unit_Ceiling'].shift(1).fillna(0)
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DB['cutoff'] = units_consumed - DB['prev_slab']
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DB = DB.loc[DB['cutoff'] > 0, :].drop(['cutoff'], axis=1).reset_index(drop=True)
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DB.at[DB.index[-1], 'Unit_Ceiling'] = units_consumed
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bill = np.sum((DB['Unit_Ceiling'] - DB['prev_slab']) * DB['Rate'])
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return bill
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def SolarCalculatorView(request):
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if request.method == 'GET':
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form = SolarForm()
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return render(request, 'Input.html', {
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'form': form,
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'Title': 'TNEB Solar Returns Calculator'
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})
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else:
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# A POST request: Handle Form Upload
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form = SolarForm(request.POST) # Bind data from request.POST into a PostForm
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name = request.POST.get('name', '')
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kw_installed = float(request.POST.get('kw_installed', ''))
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initial_cost = int(request.POST.get('initial_cost', ''))
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amc = int(request.POST.get('amc', ''))
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units1 = int(request.POST.get('units1', ''))
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units2 = int(request.POST.get('units2', ''))
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units3 = int(request.POST.get('units3', ''))
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units4 = int(request.POST.get('units4', ''))
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units5 = int(request.POST.get('units5', ''))
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units6 = int(request.POST.get('units6', ''))
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# Savings Calculator
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SolarSavings = pd.DataFrame([units1 + units2 + units3 + units4 + units5 + units6]
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, columns=['Units Consumed'])
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SolarSavings['Solar Units Generated'] = kw_installed * (4 * 6 + 3.5 * 4 + 3 * 2) * 30
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SolarSavings['Bill Without Solar'] = PrC(units1) + PrC(units2) + PrC(units3) + PrC(units4) + PrC(units5) + PrC(
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units6)
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SolarSavings['Gross Bill With Solar'] = PrC(units1 - kw_installed * 3.5 * 60) + \
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PrC(units2 - kw_installed * 4 * 60) + \
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PrC(units3 - kw_installed * 4 * 60) + \
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PrC(units4 - kw_installed * 4 * 60) + \
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PrC(units5 - kw_installed * 3.5 * 60) + \
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PrC(units6 - kw_installed * 3 * 60)
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SolarSavings['Network Charges'] = SolarSavings['Solar Units Generated'] * .6 * .85
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SolarSavings['Net Bill With Solar'] = SolarSavings['Gross Bill With Solar'] + SolarSavings['Network Charges']
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SolarSavings['Annual Savings'] = SolarSavings['Bill Without Solar'] - SolarSavings['Net Bill With Solar']
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# Cashflow at Inflation 4%, 6%, 8%
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Cashflow = pd.DataFrame(list(range(1, 26)), columns=['Year'])
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Cashflow['Investment & Charges'] = amc*1.0
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# Initial Charges
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Cashflow.loc[-1] = [0, initial_cost]
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Cashflow.index = Cashflow.index + 1 # shifting index
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Cashflow.sort_index(inplace=True)
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Cashflow['Annual Savings'] = SolarSavings['Annual Savings'][0]
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Cashflow.loc[0, 'Annual Savings'] = 0
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Cashflow['Net Cashflow'] = Cashflow['Annual Savings'] - Cashflow['Investment & Charges']
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Cashflow['4% Inflation'] = Cashflow['Annual Savings']*(1.04 ** Cashflow['Year']) - \
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Cashflow['Investment & Charges']*(1.04 ** Cashflow['Year'])
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Cashflow['6% Inflation'] = Cashflow['Annual Savings']*(1.06 ** Cashflow['Year']) - \
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Cashflow['Investment & Charges']*(1.06 ** Cashflow['Year'])
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Cashflow['8% Inflation'] = Cashflow['Annual Savings']*(1.08 ** Cashflow['Year']) - \
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Cashflow['Investment & Charges']*(1.08 ** Cashflow['Year'])
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P4Inf = pd.DataFrame(['4% Inflation'], columns=['Scenario'])
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P4Inf['25 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['4% Inflation']), 4))
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P4Inf['20 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['4% Inflation'][:21]), 4))
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P4Inf['15 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['4% Inflation'][:16]), 4))
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P4Inf['10 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['4% Inflation'][:11]), 4))
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P4Inf['Payback Period'] = '{0} years'.format(len(np.cumsum(Cashflow['4% Inflation']
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[np.cumsum(Cashflow['4% Inflation']) < 0])))
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P4Inf['NPV @ 7% FD'] = "{:,.0f}".format(round(npf.npv(.07, Cashflow['4% Inflation']), 4))
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P6Inf = pd.DataFrame(['6% Inflation'], columns=['Scenario'])
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P6Inf['25 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['6% Inflation']), 4))
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P6Inf['20 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['6% Inflation'][:21]), 4))
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P6Inf['15 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['6% Inflation'][:16]), 4))
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P6Inf['10 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['6% Inflation'][:11]), 4))
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P6Inf['Payback Period'] = '{0} years'.format(len(np.cumsum(Cashflow['6% Inflation']
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[np.cumsum(Cashflow['6% Inflation']) < 0])))
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P6Inf['NPV @ 7% FD'] = "{:,.0f}".format(round(npf.npv(.07, Cashflow['6% Inflation']), 4))
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P8Inf = pd.DataFrame(['8% Inflation'], columns=['Scenario'])
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P8Inf['25 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['8% Inflation']), 4))
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P8Inf['20 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['8% Inflation'][:21]), 4))
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P8Inf['15 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['8% Inflation'][:16]), 4))
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P8Inf['10 Year Return'] = "{0:.2%}".format(round(npf.irr(Cashflow['8% Inflation'][:11]), 4))
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P8Inf['Payback Period'] = '{0} years'.format(len(np.cumsum(Cashflow['8% Inflation']
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[np.cumsum(Cashflow['8% Inflation']) < 0])))
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P8Inf['NPV @ 7% FD'] = "{:,.0f}".format(round(npf.npv(.07, Cashflow['8% Inflation']), 4))
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Metric = pd.concat([P4Inf, P6Inf, P8Inf], axis=0, ignore_index=True)
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# , '20 YEAR IRR', '15 YEAR IRR', '10 YEAR IRR', 'Payback Period',
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# 'Discounted Payback'
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# round(np.irr(Cashflow['Net Cashflow']), 2)
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pd.options.display.float_format = '{:,.0f}'.format
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buf = io.StringIO()
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Metric.to_html(buf, escape=False, index=False, classes='" id = "table0')
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Metric_HTML = buf.getvalue()
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buf = io.StringIO()
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Cashflow.to_html(buf, escape=False, index=False, classes='" id = "table1')
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Cashflow_HTML = buf.getvalue()
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buf = io.StringIO()
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SolarSavings.to_html(buf, escape=False, index=False, classes='" id = "table2')
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SolarSavings_HTML = buf.getvalue()
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# IRR at 25, 20, 15, 10 Years
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# Discounted Payback Period & Payback Period
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return render(request, 'Output.html', {
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'form': form,
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'Title': f'Analysis of Investment in Solar Installation for {name}',
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'DF_0': Metric_HTML,
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'DF_1': Cashflow_HTML,
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'DF_2': SolarSavings_HTML,
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})
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16
SolarCalculator/wsgi.py
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16
SolarCalculator/wsgi.py
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"""
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WSGI config for SolarCalculator project.
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It exposes the WSGI callable as a module-level variable named ``application``.
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For more information on this file, see
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https://docs.djangoproject.com/en/4.1/howto/deployment/wsgi/
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"""
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import os
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from django.core.wsgi import get_wsgi_application
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os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'SolarCalculator.settings')
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application = get_wsgi_application()
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