Merge pull request #173 from Aydinhamedi/Alpha-b

Alpha b

Create_requirements.cmd

@@ -1,10 +1,11 @@
 @echo off
-echo Generating requirements.txt...
-del requirements.txt >nul  2>&1
-echo Y | pigar -l ERROR generate
+echo (Batch script) Generating requirements.txt...
+del requirements.txt >nul 2>&1
+echo Y | pigar -l ERROR generate >nul 2>&1
 
 rem Use PowerShell to remove the first line of requirements.txt and save to a temporary file
 powershell -Command "Get-Content requirements.txt | Select-Object -Skip  2 | Set-Content requirements_temp.txt"
 
 rem Replace the original file with the modified temporary file
 move /Y requirements_temp.txt requirements.txt >nul
+echo (Batch script) Done Generating requirements.txt.

Interface/CLI/LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023 Aydin hamedi
+Copyright (c) 2024 Aydin hamedi
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Interface/GUI/LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023 Aydin hamedi
+Copyright (c) 2024 Aydin hamedi
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023 Aydin hamedi
+Copyright (c) 2024 Aydin hamedi
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Update_Code.cmd

@@ -1,3 +1,3 @@
 @echo off
-del "Model_T&T.ipynb"
-copy "BETA_E_Model_T&T.ipynb" "Model_T&T.ipynb"
+del "Model_T&T.ipynb" >nul 2>&1
+copy "BETA_E_Model_T&T.ipynb" "Model_T&T.ipynb" >nul 2>&1

Utils/Debug.py

@@ -0,0 +1,46 @@
+#pylibs
+import inspect
+import traceback
+from datetime import datetime
+from Utils.print_color_V2_NEW import print_Color_V2
+from Utils.print_color_V1_OLD import print_Color
+#Debug
+def P_Debug(ID, DEBUG_IF, SFL: bool = True, Force: bool = False, SFCS: bool = True):
+    """
+    This function is used for debugging purposes. It prints out various information about the data passed to it.
+
+    Args:
+        ID (Any): The identifier for the data. This could be any type, but is typically a string.
+        DEBUG_IF (Any): The data that needs to be debugged. This could be any type.
+        SFL (bool, optional): A flag to determine if the stack frame location should be included in the debug information. Defaults to True.
+        SFCS (bool, optional): A flag to determine if the function call stack should be included in the debug information. Defaults to True.
+
+    Returns:
+        None
+    """
+    try:
+        frame_info = inspect.currentframe()
+        stack_trace = traceback.format_stack()
+        stack_trace_formated = ''
+        for line in stack_trace[:-1]:
+            stack_trace_formated += '--> [!>>>' + line 
+        location = f'{inspect.stack()[1].filename}:{frame_info.f_back.f_lineno}' if SFL else f'L:{frame_info.f_back.f_lineno}'
+        Debug_data = \
+        f'\n~*--> ~*DEBUG INFO id: ~*[{str(ID)}]~*, ' \
+        f'Location: ~*[{location}]~*, ' \
+        f'time: ~*[{datetime.now().strftime("%Y/%m/%d | %H:%M:%S")}]\n~*--> ~*' \
+        f'Data: ~*{str(DEBUG_IF)}\n~*--> ~*' \
+        f'Data Type: ~*{type(DEBUG_IF)}\n~*--> ~*' \
+        f'Memory Address: ~*DEC>>>~*{id(DEBUG_IF)}~* | HEX>>>~*{hex(id(DEBUG_IF))}~* | BIN>>>~*{bin(id(DEBUG_IF))}\n' 
+        if SFCS:
+            Debug_data += f'~*--> ~*Function Call Stack: ~*↓\n~*{stack_trace_formated}\n'
+        print_Color(Debug_data,
+        ['red', 'magenta', 'green', 'magenta', 'yellow', 'magenta', 'yellow',
+        'red', 'magenta', 'yellow', 'red', 'magenta', 'yellow', 'red', 'magenta',
+        'cyan', 'yellow', 'cyan', 'yellow', 'cyan', 'yellow', 'red', 'magenta', 'green', 'yellow'] if SFCS else \
+        ['red', 'magenta', 'green', 'magenta', 'yellow', 'magenta', 'yellow',
+        'red', 'magenta', 'yellow', 'red', 'magenta', 'yellow', 'red', 'magenta',
+        'cyan', 'yellow', 'cyan', 'yellow', 'cyan', 'yellow'], 
+        advanced_mode=True)
+    except Exception as err:
+        print_Color(f'~*[`Debug` func] --> ERROR: ~*{err}', ['red', 'yellow'], advanced_mode=True)

Utils/Other.py

@@ -74,6 +74,14 @@ def P_warning(msg):
     """
     print_Color_V2(f'<light_red>Warning: <yellow>{msg} (⚠️)')
 
+def P_verbose(msg):
+    """Prints a verbose message to the console.
+
+    Args:
+        msg (str): The verbose message to print.
+    """
+    print_Color_V2(f'<light_cyan>Verbose: <normal>{msg}')
+
 def evaluate_model_full(y_test, model_pred, model=None, x_test=None):
     """Evaluates a machine learning model on a test set.
 

Utils/README.md

@@ -10,12 +10,15 @@
 - ### github repo used(Python-color-print): [Python-color-print](https://github.com/Aydinhamedi/Python-color-print)
   - ### doc link: [3_README.md](docs/3_README.md)
 
+## P_Debug (by Me)
+- ### github repo used: [Python-Debug-print](https://github.com/Aydinhamedi/Python-Debug-print)
+
 ## Grad_cam (by GPT-4 😁)
 
 ## Other.py (by Me)
 
 ## FixedDropout.py (by Me)
-For EfficientNet model. Example:
+For EfficientNet model Example:
 ```python
 from Utils.FixedDropout import FixedDropout
 from keras.models import load_model