def __init__(self):
"""Initialize this class."""
super(CompanionOutlierAccuracy, self).__init__()
self.user_eco_kronos_dict = load_user_eco_to_kronos_model_dict_s3(
bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
self.package_frequency_dict = load_package_frequency_dict_s3(
bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
self.all_package_list_obj = RecommendationValidator.load_package_list_s3(
input_bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
self.test_set = set()
self.unique_items_len = 0
global user_eco_kronos_dict
global eco_to_kronos_dependency_dict
global scoring_status
global all_package_list_obj
hash_dict = dict()
if KRONOS_SCORING_REGION != "":
app.user_eco_kronos_dict = load_user_eco_to_kronos_model_dict_s3(
bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
app.eco_to_kronos_dependency_dict = load_eco_to_kronos_dependency_dict_s3(
bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
app.all_package_list_obj = RecommendationValidator.load_package_list_s3(
AWS_BUCKET_NAME, KRONOS_MODEL_PATH)
app.package_frequency_dict = load_package_frequency_dict_s3(
bucket_name=AWS_BUCKET_NAME, additional_path=KRONOS_MODEL_PATH)
app.scoring_status = True
app.logger.info("The total manifest file for this ecosystem are: %d" %
app.all_package_list_obj.get_all_list_package_length())
else:
app.scoring_status = False
@app.before_request
def before_request():
g.request_start = datetime.datetime.utcnow()
