Update app.py

app.py

@@ -18,12 +18,11 @@ import cartopy.feature as cfeature
 import plotly.graph_objects as go
 import plotly.express as px
 from plotly.subplots import make_subplots
-
 from sklearn.manifold import TSNE
 from sklearn.cluster import DBSCAN
 from sklearn.preprocessing import StandardScaler
 from scipy.interpolate import interp1d
-
+import statsmodels.api as sm
 import requests
 import tempfile
 import shutil
@@ -48,7 +47,13 @@ logging.basicConfig(
 parser = argparse.ArgumentParser(description='Typhoon Analysis Dashboard')
 parser.add_argument('--data_path', type=str, default=os.getcwd(), help='Path to the data directory')
 args = parser.parse_args()
-DATA_PATH = args.data_path
+
+# Update data paths for Huggingface Spaces
+TEMP_DIR = tempfile.gettempdir()
+DATA_PATH = os.environ.get('DATA_PATH', TEMP_DIR)
+
+# Ensure directory exists
+os.makedirs(DATA_PATH, exist_ok=True)
 
 # Data paths
 ONI_DATA_PATH = os.path.join(DATA_PATH, 'oni_data.csv')