Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -22,23 +22,31 @@ expected_features = xgb_clf.get_booster().feature_names
|
|
| 22 |
# Set matplotlib style for dark theme compatibility
|
| 23 |
plt.style.use('dark_background')
|
| 24 |
|
| 25 |
-
def
|
| 26 |
-
"""Process uploaded
|
| 27 |
if file is None:
|
| 28 |
return None
|
| 29 |
try:
|
| 30 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
return df
|
| 32 |
except Exception as e:
|
| 33 |
-
gr.Warning(f"Error reading
|
| 34 |
return None
|
| 35 |
|
|
|
|
| 36 |
def run_all_models(file):
|
| 37 |
"""Run all three models on the uploaded CSV file"""
|
| 38 |
if file is None:
|
| 39 |
return "Please upload a CSV file", None, None, None, None, None
|
| 40 |
|
| 41 |
-
df =
|
|
|
|
| 42 |
if df is None:
|
| 43 |
return "Error processing file", None, None, None, None, None
|
| 44 |
|
|
|
|
| 22 |
# Set matplotlib style for dark theme compatibility
|
| 23 |
plt.style.use('dark_background')
|
| 24 |
|
| 25 |
+
def process_file(file):
|
| 26 |
+
"""Process uploaded file (.csv, .xlsx, .xls) and return DataFrame"""
|
| 27 |
if file is None:
|
| 28 |
return None
|
| 29 |
try:
|
| 30 |
+
if file.name.endswith('.csv'):
|
| 31 |
+
df = pd.read_csv(file.name)
|
| 32 |
+
elif file.name.endswith(('.xls', '.xlsx')):
|
| 33 |
+
df = pd.read_excel(file.name, engine='openpyxl') # you can also try 'xlrd' for .xls
|
| 34 |
+
else:
|
| 35 |
+
gr.Warning("Unsupported file format. Please upload a .csv, .xls, or .xlsx file.")
|
| 36 |
+
return None
|
| 37 |
return df
|
| 38 |
except Exception as e:
|
| 39 |
+
gr.Warning(f"Error reading file: {str(e)}")
|
| 40 |
return None
|
| 41 |
|
| 42 |
+
|
| 43 |
def run_all_models(file):
|
| 44 |
"""Run all three models on the uploaded CSV file"""
|
| 45 |
if file is None:
|
| 46 |
return "Please upload a CSV file", None, None, None, None, None
|
| 47 |
|
| 48 |
+
df = process_file(file)
|
| 49 |
+
|
| 50 |
if df is None:
|
| 51 |
return "Error processing file", None, None, None, None, None
|
| 52 |
|