Add sentiment_engine with CryptoSentimentCalibrator fixes - improved keyword lists, lowered FinBERT threshold, added neutral handling

sentiment_engine/labeling_pipeline_patch.py

@@ -0,0 +1,48 @@
+# Patch for labeling_pipeline.py - add missing bearish patterns
+import re
+
+# Read the file
+with open('/mnt/dolphinng5_predict/sentiment_engine/labeling_pipeline.py', 'r') as f:
+    content = f.read()
+
+# Update BEARISH_PATTERNS to include depeg and regulatory actions
+old_bearish = '''    BEARISH_PATTERNS = [
+        r"\\b(crash|crash|dump|bearish|panic|rekt|short|shorting)\\b",
+        r"\\b(hack|exploit|drain|stolen|rug|rugpull|scam)\\b",
+        r"\\b(death.cross|breakdown|capitulation|liquidation)\\b",
+        r"[📉😭💀🩸🧻]",
+    ]'''
+
+new_bearish = '''    BEARISH_PATTERNS = [
+        r"\\b(crash|crash|dump|bearish|panic|rekt|short|shorting)\\b",
+        r"\\b(hack|exploit|drain|stolen|rug|rugpull|scam|depeg|depegged)\\b",
+        r"\\b(death.cross|breakdown|capitulation|liquidation)\\b",
+        r"\\b(sec|lawsuit|enforcement|regulation|regulatory|cftc|ban|delist)\\b",
+        r"[📉😭💀🩸🧻]",
+    ]'''
+
+content = content.replace(old_bearish, new_bearish)
+
+# Also add more bullish patterns for clarity
+old_bullish = '''    BULLISH_PATTERNS = [
+        r"\\b(surge|surge|moon|pump|bullish|breakout|ath|all.time.high)\\b",
+        r"\\b(institutional|adoption|etf|accumulate|long|longing)\\b",
+        r"\\b(golden.cross|breakout|bullish|rally|surge|rally)\\b",
+        r"[🚀📈💎🙌🌙]",
+    ]'''
+
+new_bullish = '''    BULLISH_PATTERNS = [
+        r"\\b(surge|surge|moon|pump|bullish|breakout|ath|all.time.high)\\b",
+        r"\\b(institutional|adoption|etf|accumulate|long|longing)\\b",
+        r"\\b(golden.cross|breakout|bullish|rally|surge|rally)\\b",
+        r"\\b(etf.approval|etf.approved|inflows|institutional.buying|whale.accumulation)\\b",
+        r"[🚀📈💎🙌🌙]",
+    ]'''
+
+content = content.replace(old_bullish, new_bullish)
+
+# Write the patched file
+with open('/mnt/dolphinng5_predict/sentiment_engine/labeling_pipeline.py', 'w') as f:
+    f.write(content)
+
+print("Patch applied successfully!")