Skip to content

Improve code organization, add testing, and enhance error handling #1

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
lucydevonne wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Improve code organization, add testing, and enhance error handling #1

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
11 changes: 10 additions & 1 deletion app.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,14 @@
import numpy as np
import joblib
from sklearn.metrics import roc_curve
import logging

# Configure logging
logging.basicConfig(
filename='app.log',
level=logging.INFO,
format='%(asctime)s - %(levelname)s - %(message)s'
)

xgb_model = joblib.load("pkl_files/xgboost_model.pkl")
scaler = joblib.load("pkl_files/scaler.pkl")
Expand Down Expand Up @@ -97,4 +105,5 @@ def investment_strategy(predicted, vix, usgg3m, gold_threshold=1500):
st.line_chart(portfolio_growth)

except Exception as e:
st.error(f"An error occurred: {e}")
logging.error(f"Error in prediction: {str(e)}", exc_info=True)
st.error("An error occurred while processing your request. Please check the input values.")
1 change: 1 addition & 0 deletions config.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@

1 change: 1 addition & 0 deletions tests/test_app.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@

1 change: 1 addition & 0 deletions utils.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@