forked from enviPath/enviPy
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Tim Lorsbach
282
envipath/settings.py
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282
envipath/settings.py
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"""
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Django settings for envipath project.
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Generated by 'django-admin startproject' using Django 4.2.17.
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For more information on this file, see
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https://docs.djangoproject.com/en/4.2/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/4.2/ref/settings/
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"""
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import os
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from pathlib import Path
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from dotenv import load_dotenv
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from envipy_plugins import Classifier, Property, Descriptor
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from sklearn.ensemble import RandomForestClassifier
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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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load_dotenv(BASE_DIR / '.env', override=False)
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# Quick-start development settings - unsuitable for production
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# See https://docs.djangoproject.com/en/4.2/howto/deployment/checklist/
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# SECURITY WARNING: keep the secret key used in production secret!
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SECRET_KEY = '7!VTW`aZqg/UBLsM.P=m)2]lWqg>{+:xUgG1"WO@bCyaHR2Up8XW&g<*3.F4l2gi9c.E3}dHyA0D`&z?u#U%^7HYbj],eP"g_MS|3BNMD[mI>s#<i/%2ngZ~Oy+/w&@]'
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# SECURITY WARNING: don't run with debug turned on in production!
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DEBUG = os.environ.get('DEBUG', 'False') == 'True'
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ALLOWED_HOSTS = os.environ['ALLOWED_HOSTS'].split(',')
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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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# 3rd party
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'django_extensions',
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# Custom
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'epdb',
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'migration',
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]
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AUTHENTICATION_BACKENDS = [
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"django.contrib.auth.backends.ModelBackend",
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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 = 'envipath.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': (os.path.join(BASE_DIR, 'templates'),),
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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 = 'envipath.wsgi.application'
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# Database
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# https://docs.djangoproject.com/en/4.2/ref/settings/#databases
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DATABASES = {
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"default": {
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"ENGINE": "django.db.backends.postgresql",
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"USER": os.environ['POSTGRES_USER'],
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"NAME": os.environ['POSTGRES_DB'],
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"PASSWORD": os.environ['POSTGRES_PASSWORD'],
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"HOST": os.environ['POSTGRES_SERVICE_NAME'],
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"PORT": os.environ['POSTGRES_PORT']
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}
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}
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# Password validation
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# https://docs.djangoproject.com/en/4.2/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/4.2/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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# Default primary key field type
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# https://docs.djangoproject.com/en/4.2/ref/settings/#default-auto-field
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DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
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# EMAIL
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EMAIL_BACKEND = 'django.core.mail.backends.smtp.EmailBackend'
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EMAIL_USE_TLS = True
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EMAIL_HOST = 'mail.gandi.net'
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EMAIL_HOST_USER = os.environ['EMAIL_HOST_USER']
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EMAIL_HOST_PASSWORD = os.environ['EMAIL_HOST_PASSWORD']
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EMAIL_PORT = 587
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AUTH_USER_MODEL = "epdb.User"
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# # SESAME
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# SESAME_MAX_AGE = 300
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# # TODO set to "home"
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# LOGIN_REDIRECT_URL = "/"
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# LOGIN_URL = '/login/'
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SERVER_URL = os.environ.get('SERVER_URL', 'http://localhost:8000')
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CSRF_TRUSTED_ORIGINS = [SERVER_URL]
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AMBIT_URL = 'http://localhost:9001'
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DEFAULT_VALUES = {
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'description': 'no description'
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}
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EP_DATA_DIR = os.environ['EP_DATA_DIR']
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MODEL_DIR = os.path.join(EP_DATA_DIR, 'models')
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if not os.path.exists(MODEL_DIR):
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os.mkdir(MODEL_DIR)
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STATIC_DIR = os.path.join(EP_DATA_DIR, 'static')
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if not os.path.exists(STATIC_DIR):
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os.mkdir(STATIC_DIR)
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LOG_DIR = os.path.join(EP_DATA_DIR, 'log')
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if not os.path.exists(LOG_DIR):
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os.mkdir(LOG_DIR)
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PLUGIN_DIR = os.path.join(EP_DATA_DIR, 'plugins')
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if not os.path.exists(PLUGIN_DIR):
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os.mkdir(PLUGIN_DIR)
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# Set this as our static root dir
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STATIC_ROOT = STATIC_DIR
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STATIC_URL = '/static/'
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# Where the sources are stored...
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STATICFILES_DIRS = (
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BASE_DIR / 'static',
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)
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FIXTURE_DIRS = (
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BASE_DIR / 'fixtures',
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)
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# Logging
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LOGGING = {
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"version": 1,
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"disable_existing_loggers": True,
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"formatters": {
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"simple": {
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'format': '[%(asctime)s] %(levelname)s %(module)s - %(message)s',
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'datefmt': '%Y-%m-%d %H:%M:%S',
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},
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},
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"handlers": {
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"console": {
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"level": "INFO",
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"class": "logging.StreamHandler",
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"formatter": "simple",
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},
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"file": {
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"level": "DEBUG", # Or higher
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"class": "logging.FileHandler",
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"filename": os.path.join(LOG_DIR, "debug.log"),
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"formatter": "simple"
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},
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},
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"loggers": {
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# For everything under epdb/ loaded via getlogger(__name__)
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"epdb": {
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"handlers": ["file"], # "console",
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"propagate": True,
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"level": os.environ.get('LOG_LEVEL', 'INFO')
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},
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# For everything under envipath/ loaded via getlogger(__name__)
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'envipath': {
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'handlers': ['file', 'console'],
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'propagate': True,
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'level': os.environ.get('LOG_LEVEL', 'INFO')
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},
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# For everything under utilities/ loaded via getlogger(__name__)
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'utilities': {
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'handlers': ['file', 'console'],
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'propagate': True,
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'level': os.environ.get('LOG_LEVEL', 'INFO')
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},
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},
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}
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# Flags
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ENVIFORMER_PRESENT = os.environ.get('ENVIFORMER_PRESENT', 'False') == 'True'
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if ENVIFORMER_PRESENT:
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print("Loading enviFormer")
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from enviformer import load
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ENVIFORMER_INSTANCE = load()
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print("loaded")
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# If celery is not present set always eager to true which will cause delayed tasks to block until finished
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FLAG_CELERY_PRESENT = os.environ.get('FLAG_CELERY_PRESENT', 'False') == 'True'
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if not FLAG_CELERY_PRESENT:
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CELERY_TASK_ALWAYS_EAGER = True
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# Celery Configuration Options
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CELERY_TIMEZONE = "Europe/Berlin"
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# Celery Configuration
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CELERY_BROKER_URL = 'redis://localhost:6379/0' # Use Redis as message broker
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CELERY_RESULT_BACKEND = 'redis://localhost:6379/1'
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CELERY_ACCEPT_CONTENT = ['json']
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CELERY_TASK_SERIALIZER = 'json'
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DEFAULT_MODELS_PARAMS = {
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'base_clf': RandomForestClassifier(n_estimators=100,
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max_features='log2',
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random_state=42,
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criterion='entropy',
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ccp_alpha=0.0,
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max_depth=3,
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min_samples_leaf=1),
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'num_chains': 10,
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}
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DEFAULT_MAX_NUMBER_OF_NODES = 30
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DEFAULT_MAX_DEPTH = 5
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DEFAULT_MODEL_THRESHOLD = 0.25
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# Loading Plugins
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PLUGINS_ENABLED = os.environ.get('PLUGINS_ENABLED', 'False') == 'True'
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if PLUGINS_ENABLED:
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from utilities.plugin import discover_plugins
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CLASSIFIER_PLUGINS = discover_plugins(_cls=Classifier)
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PROPERTY_PLUGINS = discover_plugins(_cls=Property)
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DESCRIPTOR_PLUGINS = discover_plugins(_cls=Descriptor)
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else:
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CLASSIFIER_PLUGINS = {}
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PROPERTY_PLUGINS = {}
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DESCRIPTOR_PLUGINS = {}
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