Refactor logging in log_operation to support context-based logging and fallback to standard logger

steps/advoware_cal_sync/calendar_sync_utils.py

@@ -18,9 +18,20 @@ logger = logging.getLogger(__name__)
 def log_operation(level: str, message: str, context=None, **context_vars):
     """Centralized logging with context, supporting file and console logging."""
     context_str = ' '.join(f"{k}={v}" for k, v in context_vars.items() if v is not None)
-    full_message = f"[{time.time()}] {message} {context_str}".strip()
+    full_message = f"{message} {context_str}".strip()
     
-    # Log via logger
+    # Use ctx.logger if context is available (Motia III FlowContext)
+    if context and hasattr(context, 'logger'):
+        if level == 'info':
+            context.logger.info(full_message)
+        elif level == 'warning':
+            context.logger.warning(full_message)
+        elif level == 'error':
+            context.logger.error(full_message)
+        elif level == 'debug':
+            context.logger.debug(full_message)
+    else:
+        # Fallback to standard logger
         if level == 'info':
             logger.info(full_message)
         elif level == 'warning':