def compare_IRR():
print "Loading model..."
try:
model = load_from_pickle("pickle/model.pkl")
except OSError, IOError:
print "Model not found. Initializing training process, this might take some time..."
model = initialize_model()
def compare_IRR():
print "Loading model..."
try:
model = load_from_pickle('pickle/model.pkl')
except OSError, IOError:
print "Model not found. Initializing training process, this might take some time..."
model = initialize_model()
def run_process():
'''
Main process for app, invoked when administrator is at /refresh. Collects,
processes and stores data, as well as calculates expected IRR and other
metrics for data table and charts.
Returns:
Loan details to populate data table at /index. numpy array.
'''
print "Requesting loan details..."
loan_results, loan_details = request_loan_data()
print "Inserting results of API request to database..."
try:
insert_into_mongodb(loan_results, loan_details)
except Exception:
print "MongoDB error, proceeding to next step..."
print "Loading model..."
try:
model = load_from_pickle('pickle/model.pkl')
except OSError, IOError:
print "Model not found. Initializing training process, this might take some time..."
model = initialize_model()
