Update Main.spec(Windows)

Magi/Beta Version 1.1/Main.spec(Windows)

@@ -1,6 +1,7 @@
 # -*- mode: python ; coding: utf-8 -*-
 from PyInstaller.utils.hooks import collect_all, copy_metadata
 import os
+import xgboost
 
 block_cipher = None
 
@@ -9,41 +10,57 @@ binaries = []
 hiddenimports = []
 
 # Add necessary metadata
-datas += copy_metadata('transformers')
-datas += copy_metadata('tokenizers')
-datas += copy_metadata('filelock')
-datas += copy_metadata('requests')
-datas += copy_metadata('packaging')
-datas += copy_metadata('regex')
-datas += copy_metadata('tqdm')
-datas += copy_metadata('numpy')
-datas += copy_metadata('torch')
-datas += copy_metadata('pandas')
-datas += copy_metadata('yfinance')
-datas += copy_metadata('PyQt6')
-datas += copy_metadata('matplotlib')
-datas += copy_metadata('scikit-learn')
-datas += copy_metadata('joblib')
+packages_to_copy = [
+    'transformers', 'tokenizers', 'filelock', 'requests', 'packaging',
+    'regex', 'tqdm', 'numpy', 'torch', 'pandas', 'yfinance', 'matplotlib',
+    'scikit-learn', 'xgboost', 'ta', 'PyQt6', 'beautifulsoup4', 'langdetect',
+    'scipy'
+]
 
-# Collect all necessary files for transformers
-datas_t, binaries_t, hiddenimports_t = collect_all('transformers')
-datas += datas_t
-binaries += binaries_t
-hiddenimports += hiddenimports_t
+for package in packages_to_copy:
+    try:
+        datas += copy_metadata(package)
+    except Exception as e:
+        print(f"Failed to copy metadata for {package}: {e}")
+
+# Collect all necessary files for critical packages
+for package in ['transformers', 'torch', 'sklearn', 'ta', 'scipy', 'xgboost']:
+    datas_t, binaries_t, hiddenimports_t = collect_all(package)
+    datas += datas_t
+    binaries += binaries_t
+    hiddenimports += hiddenimports_t
 
 # Add ipadic data files
 import ipadic
 ipadic_dir = os.path.dirname(ipadic.__file__)
 datas += [(ipadic_dir, 'ipadic')]
 
+# Add XGBoost DLL
+xgboost_dir = os.path.dirname(xgboost.__file__)
+xgboost_lib = os.path.join(xgboost_dir, 'lib', 'xgboost.dll')
+if os.path.exists(xgboost_lib):
+    binaries.append((xgboost_lib, '.'))
+else:
+    print(f"Warning: XGBoost DLL not found at {xgboost_lib}")
+
 a = Analysis(
     ['Main.py'],
     pathex=[],
     binaries=binaries,
     datas=datas,
-    hiddenimports=['transformers', 'tqdm', 'regex', 'requests', 'packaging', 'filelock', 'numpy', 'tokenizers', 
-                'torch', 'ipadic', 'pandas', 'yfinance', 'PyQt6', 'matplotlib', 'scikit-learn', 'joblib', 
-                'bs4', 'langdetect', 'ta'] + hiddenimports,
+    hiddenimports=[
+        'transformers', 'tqdm', 'regex', 'requests', 'packaging', 'filelock', 
+        'numpy', 'tokenizers', 'torch', 'ipadic', 'PyQt6', 'bs4', 'langdetect', 
+        'yfinance', 'pandas', 'matplotlib', 'sklearn', 'xgboost', 'ta',
+        'datetime', 'json', 're', 'time', 'atexit', 'tempfile',
+        'PyQt6.QtWidgets', 'PyQt6.QtGui', 'PyQt6.QtCore', 'PyQt6.sip',
+        'matplotlib.backends.backend_qt6agg',
+        'sklearn.model_selection', 'sklearn.preprocessing', 'sklearn.ensemble',
+        'sklearn.metrics', 'sklearn.neural_network',
+        'ta.momentum', 'ta.trend', 'ta.volatility', 'ta.volume',
+        'scipy', 'scipy.sparse', 'scipy._lib', 'scipy._lib.array_api_compat',
+        'scipy._lib.array_api_compat.numpy', 'scipy._lib.array_api_compat.numpy.fft'
+    ] + hiddenimports,
     hookspath=[],
     hooksconfig={},
     runtime_hooks=[],
@@ -53,16 +70,28 @@ a = Analysis(
     cipher=block_cipher,
     noarchive=False,
 )
+
 pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
 
+# Icon path (change this to the correct path of your icon file)
+icon_path = r'C:\Users\ka1t0\Documents\Magi\NERV.ico'
+
+# Check if the icon file exists
+if os.path.exists(icon_path):
+    icon_option = {'icon': icon_path}
+    print(f"Using icon: {icon_path}")
+else:
+    icon_option = {}
+    print(f"Warning: Icon file not found at {icon_path}. Building without an icon.")
+
 exe = EXE(
     pyz,
     a.scripts,
     a.binaries,
     a.zipfiles,
     a.datas,
     [],
-    name='Magi',
+    name='Magi',  # Changed to 'Magi' as per your request
     debug=False,
     bootloader_ignore_signals=False,
     strip=False,
@@ -75,5 +104,5 @@ exe = EXE(
     target_arch=None,
     codesign_identity=None,
     entitlements_file=None,
-    icon='C:/Users/ka1t0/Documents/Magi/Magi.ico',  # Make sure there's a closing quote here
+    **icon_option
 )