pycaret-nightly==0.29

pycaret/anomaly.py

@@ -1204,9 +1204,34 @@ def create_model(model = None,
     """
     
     import logging
-    logger.info("Initializing create_model()")
-    logger.info("Checking exceptions")
     
+    try:
+        logger.info("Initializing create_model()")
+        logger.info("Checking exceptions")
+    
+    except:
+        logger = logging.getLogger('logs')
+        logger.setLevel(logging.DEBUG)
+        
+        # create console handler and set level to debug
+        if logger.hasHandlers():
+            logger.handlers.clear()
+        
+        ch = logging.FileHandler('logs.log')
+        ch.setLevel(logging.DEBUG)
+
+        # create formatter
+        formatter = logging.Formatter('%(asctime)s:%(levelname)s:%(message)s')
+
+        # add formatter to ch
+        ch.setFormatter(formatter)
+
+        # add ch to logger
+        logger.addHandler(ch)
+
+        logger.info("Initializing create_model()")
+        logger.info("Checking exceptions")
+
     #exception checking   
     import sys        
 

pycaret/clustering.py

@@ -1232,8 +1232,33 @@ def create_model(model = None,
     """
     
     import logging
-    logger.info("Initializing create_model()")
-    logger.info("Checking exceptions")
+
+    try:
+        logger.info("Initializing create_model()")
+        logger.info("Checking exceptions")
+
+    except:
+        logger = logging.getLogger('logs')
+        logger.setLevel(logging.DEBUG)
+        
+        # create console handler and set level to debug
+        if logger.hasHandlers():
+            logger.handlers.clear()
+        
+        ch = logging.FileHandler('logs.log')
+        ch.setLevel(logging.DEBUG)
+
+        # create formatter
+        formatter = logging.Formatter('%(asctime)s:%(levelname)s:%(message)s')
+
+        # add formatter to ch
+        ch.setFormatter(formatter)
+
+        # add ch to logger
+        logger.addHandler(ch)
+
+        logger.info("Initializing create_model()")
+        logger.info("Checking exceptions")
     
     #exception checking   
     import sys        

pycaret/utils.py

@@ -2,7 +2,7 @@
 # Author: Moez Ali <moez.ali@queensu.ca>
 # License: MIT
 
-version_ = "pycaret-nightly-0.28"
+version_ = "pycaret-nightly-0.29"
 
 def version():
     print(version_)
@@ -93,8 +93,6 @@ def check_metric(actual, prediction, metric, round=4):
         result = (np.fabs(actual - prediction)/actual)[mask].mean()
         result = result.round(round)
        
-
-    
     return result
 
 

setup.py

@@ -13,7 +13,7 @@ with open('requirements.txt') as f:
 
 setup(
     name="pycaret-nightly",
-    version="0.28",
+    version="0.29",
     description="Nightly build of PyCaret - An open source, low-code machine learning library in Python.",
     long_description=readme(),
     long_description_content_type="text/markdown",