Update config.py

config.py

@@ -1,36 +1,27 @@
 import os
 
-# === Base Directory ===
+# --- Dataset Path ---
 BASE_DIR = os.path.abspath(os.path.dirname(__file__))
-
-# === Dataset Path ===
 DATA_PATH = os.path.join(BASE_DIR, "data", "synthetic_transactions_samples_5000.csv")
 
-# === Model Save Paths ===
-MODEL_SAVE_DIR = os.path.join(BASE_DIR, "models")
-os.makedirs(MODEL_SAVE_DIR, exist_ok=True)
-
-MODEL_SAVE_DIR = "/tmp"
+# --- Use writable directory ---
+MODEL_SAVE_DIR = "/tmp"  # ✅ No permission issues
 MODEL_PATH = os.path.join(MODEL_SAVE_DIR, "logreg_model.pkl")
 TFIDF_VECTORIZER_PATH = os.path.join(MODEL_SAVE_DIR, "tfidf_vectorizer.pkl")
 LABEL_ENCODERS_PATH = os.path.join(MODEL_SAVE_DIR, "label_encoders.pkl")
 
-# === Columns ===
+# --- Columns ---
 TEXT_COLUMN = "Sanction_Context"
 LABEL_COLUMNS = [
-    "Red_Flag_Reason",
-    "Maker_Action",
-    "Escalation_Level",
-    "Risk_Category",
-    "Risk_Drivers",
-    "Investigation_Outcome"
+    "Red_Flag_Reason", "Maker_Action", "Escalation_Level",
+    "Risk_Category", "Risk_Drivers", "Investigation_Outcome"
 ]
 
-# === TF-IDF Settings ===
+# --- TF-IDF Settings ---
 TFIDF_MAX_FEATURES = 5000
 NGRAM_RANGE = (1, 2)
 USE_STOPWORDS = True
 
-# === Train/Test Split Settings ===
-TEST_SIZE = 0.2
+# --- Train/Test Split ---
 RANDOM_STATE = 42
+TEST_SIZE = 0.2