Add files via upload

LICENSE.md

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020-2023 87owo (PYAS Security)
+Copyright (c) 2020-2024 87owo (PYAS Security)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

PYAS_Engine.py

@@ -0,0 +1,83 @@
+import re, time, json, hashlib, numpy
+from itertools import groupby
+
+class ListSimHash:
+    def __init__(self):
+        self.model = {}
+
+    def save_model(self, file_name):
+        with open(file_name, 'w') as f:
+            json.dump(self.model, f)
+        print(f"\nModel Is Saved In {file_name}")
+
+    def load_model(self, model_data):
+        if isinstance(model_data, str):
+            with open(model_data, 'r') as f:
+                model_data = json.load(f)
+        self.model = model_data
+
+    def get_model(self, label):
+        return self.model[label]
+
+    def train_model(self, ones, zero, feature=128, batch_size=1000):
+        self.model["ones"] = []
+        self.model["zero"] = []
+        self.model["feature"] = feature
+        self.model["batch_size"] = batch_size
+        start = time.time()
+        print("Convert ones")
+        for i, x in enumerate(ones, 1):
+            self.model["ones"].append(self.build_text(x))
+            used = "{0:.2f}".format(time.time()-start)
+            self.progress_bar(i, len(ones), prefix=f'{i}/{len(ones)}:', suffix=f'{used}s')
+        start = time.time()
+        print("Convert zero")
+        for i, y in enumerate(zero, 1):
+            self.model["zero"].append(self.build_text(y))
+            used = "{0:.2f}".format(time.time()-start)
+            self.progress_bar(i, len(zero), prefix=f'{i}/{len(zero)}:', suffix=f'{used}s')
+
+    def build_text(self, content, width=4):
+        sums, batch, count = [], [], 0
+        if isinstance(content, list):
+            content = ' '.join(content)
+        elif isinstance(content, bytes):
+            content = content.decode('utf-8', errors='ignore')
+        content = ''.join(re.findall(r'[\w\u4e00-\u9fcc]+', content.lower()))
+        features = [content[i:i + width] for i in range(max(len(content) - width + 1, 1))]
+        features = {k: sum(1 for _ in g) for k, g in groupby(sorted(features))}
+        for f, w in features.items():
+            count += w
+            h = hashlib.md5(f.encode('utf-8')).digest()
+            batch.append(h * w)
+            if len(batch) >= self.model["batch_size"]:
+                sums.append(self.sum_hashes(batch))
+                batch = []
+        if batch:
+            sums.append(self.sum_hashes(batch))
+        combined_sums = numpy.sum(sums, 0)
+        v = numpy.packbits(combined_sums > count / 2).tobytes()
+        return int.from_bytes(v, 'big')
+
+    def sum_hashes(self, digests):
+        bitarray = numpy.unpackbits(numpy.frombuffer(b''.join(digests), dtype='>B'))
+        return numpy.sum(numpy.reshape(bitarray, (-1, self.model["feature"])), 0)
+
+    def progress_bar(self, iteration, total, prefix='', suffix='', length=50, fill='█'):
+        percent = min(100.0, max(0.0, 100 * (iteration / float(total))))
+        end_char = '\n' if percent >= 100 else '\r'
+        percent_string = "{0:.2f}".format(percent)
+        filled_length = int(length * iteration // total)
+        bar = fill * filled_length + ' ' * (length - filled_length)
+        print(f'\r    {prefix: <10} |{bar}| {percent_string}% {suffix}', end=end_char)
+
+    def predict(self, query):
+        query_hash = self.build_text(query)
+        max_ones = max(self.similar(x, query_hash) for x in self.model["ones"])
+        max_zero = max(self.similar(y, query_hash) for y in self.model["zero"])
+        return max_ones, max_zero
+
+    def similar(self, x, y):
+        hamming_distance = bin(x ^ y).count('1')
+        similarity = 1 - hamming_distance / self.model["feature"]
+        return similarity

PYAS_Extension.py

@@ -5,5 +5,4 @@ alist = [".ppt",".pptx",".wps",".txt",".rtf",
          ".pdf",".xls",".xlsx",".doc",".docx",
          ".jpg",".jpeg",".png",".webp",".gif",
          ".mp3",".wav",".aac",".ogg",".flac",
-         ".mp4",".avi",".mov",".wmv",".mkv",
-         ".zip",".7z",".rar",".tar",".gz"]
+         ".mp4",".avi",".mov",".wmv",".mkv"]

PYAS_Interface.py

@@ -29,6 +29,7 @@ class Ui_MainWindow(object):
         self.centralwidget.setObjectName("centralwidget")
         self.widget = QtWidgets.QWidget(self.centralwidget)
         self.widget.setGeometry(QtCore.QRect(0, 0, 851, 541))
+        self.widget.setStyleSheet("")
         self.widget.setObjectName("widget")
         self.Protection_widget = QtWidgets.QWidget(self.widget)
         self.Protection_widget.setGeometry(QtCore.QRect(170, 50, 671, 481))
@@ -37,7 +38,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Protection_widget.setFont(font)
-        self.Protection_widget.setStyleSheet("background-color:rgba(255, 255, 255,240);")
+        self.Protection_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.Protection_widget.setObjectName("Protection_widget")
         self.Real_time_Protection_widget = QtWidgets.QWidget(self.Protection_widget)
         self.Real_time_Protection_widget.setGeometry(QtCore.QRect(40, 10, 591, 91))
@@ -87,13 +88,14 @@ class Ui_MainWindow(object):
         self.Protection_switch_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Protection_switch_Button.setIconSize(QtCore.QSize(16, 16))
         self.Protection_switch_Button.setCheckable(False)
         self.Protection_switch_Button.setObjectName("Protection_switch_Button")
@@ -145,13 +147,14 @@ class Ui_MainWindow(object):
         self.Protection_switch_Button_2.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Protection_switch_Button_2.setIconSize(QtCore.QSize(16, 16))
         self.Protection_switch_Button_2.setCheckable(False)
         self.Protection_switch_Button_2.setObjectName("Protection_switch_Button_2")
@@ -201,13 +204,14 @@ class Ui_MainWindow(object):
         self.Protection_switch_Button_3.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Protection_switch_Button_3.setIconSize(QtCore.QSize(16, 16))
         self.Protection_switch_Button_3.setCheckable(False)
         self.Protection_switch_Button_3.setObjectName("Protection_switch_Button_3")
@@ -257,13 +261,14 @@ class Ui_MainWindow(object):
         self.Protection_switch_Button_4.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Protection_switch_Button_4.setIconSize(QtCore.QSize(16, 16))
         self.Protection_switch_Button_4.setCheckable(False)
         self.Protection_switch_Button_4.setObjectName("Protection_switch_Button_4")
@@ -313,13 +318,14 @@ class Ui_MainWindow(object):
         self.Protection_switch_Button_5.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Protection_switch_Button_5.setIconSize(QtCore.QSize(16, 16))
         self.Protection_switch_Button_5.setCheckable(False)
         self.Protection_switch_Button_5.setObjectName("Protection_switch_Button_5")
@@ -330,14 +336,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Navigation_Bar.setFont(font)
-        self.Navigation_Bar.setStyleSheet("QWidget#Navigation_Bar\n"
-"{\n"
-"    background-color:rgb(230, 230, 230);\n"
-"    border-top-right-radius:2px;\n"
-"    border-bottom-right-radius:2px;\n"
-"}\n"
-"\n"
-"")
+        self.Navigation_Bar.setStyleSheet("background-color: rgb(230, 230, 230);")
         self.Navigation_Bar.setObjectName("Navigation_Bar")
         self.verticalLayoutWidget = QtWidgets.QWidget(self.Navigation_Bar)
         self.verticalLayoutWidget.setGeometry(QtCore.QRect(0, 0, 161, 481))
@@ -365,8 +364,8 @@ class Ui_MainWindow(object):
 "{\n"
 "    border:none;\n"
 "    background-color:rgba(0,0,0,0);\n"
-"    border-top-left-radius:15px;\n"
-"    border-bottom-left-radius:15px;\n"
+"    border-top-left-radius:10px;\n"
+"    border-bottom-left-radius:10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
@@ -376,7 +375,8 @@ class Ui_MainWindow(object):
 "QPushButton:pressed\n"
 "{\n"
 "    background-color:rgba(255, 255, 255,110);\n"
-"}")
+"}\n"
+"")
         icon1 = QtGui.QIcon()
         icon1.addPixmap(QtGui.QPixmap(":/icon/State.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
         self.State_Button.setIcon(icon1)
@@ -403,8 +403,8 @@ class Ui_MainWindow(object):
 "{\n"
 "    border:none;\n"
 "    background-color:rgba(0,0,0,0);\n"
-"    border-top-left-radius:15px;\n"
-"    border-bottom-left-radius:15px;\n"
+"    border-top-left-radius:10px;\n"
+"    border-bottom-left-radius:10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
@@ -414,7 +414,8 @@ class Ui_MainWindow(object):
 "QPushButton:pressed\n"
 "{\n"
 "    background-color:rgba(255, 255, 255,110);\n"
-"}")
+"}\n"
+"")
         icon2 = QtGui.QIcon()
         icon2.addPixmap(QtGui.QPixmap(":/icon/Scan.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
         self.Virus_Scan_Button.setIcon(icon2)
@@ -444,8 +445,8 @@ class Ui_MainWindow(object):
 "{\n"
 "    border:none;\n"
 "    background-color:rgba(0,0,0,0);\n"
-"    border-top-left-radius:15px;\n"
-"    border-bottom-left-radius:15px;\n"
+"    border-top-left-radius:10px;\n"
+"    border-bottom-left-radius:10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
@@ -455,7 +456,8 @@ class Ui_MainWindow(object):
 "QPushButton:pressed\n"
 "{\n"
 "    background-color:rgba(255, 255, 255,110);\n"
-"}")
+"}\n"
+"")
         icon3 = QtGui.QIcon()
         icon3.addPixmap(QtGui.QPixmap(":/icon/Tool.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
         self.Tools_Button.setIcon(icon3)
@@ -482,8 +484,8 @@ class Ui_MainWindow(object):
 "{\n"
 "    border:none;\n"
 "    background-color:rgba(0,0,0,0);\n"
-"    border-top-left-radius:15px;\n"
-"    border-bottom-left-radius:15px;\n"
+"    border-top-left-radius:10px;\n"
+"    border-bottom-left-radius:10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
@@ -493,7 +495,8 @@ class Ui_MainWindow(object):
 "QPushButton:pressed\n"
 "{\n"
 "    background-color:rgba(255, 255, 255,110);\n"
-"}")
+"}\n"
+"")
         icon4 = QtGui.QIcon()
         icon4.addPixmap(QtGui.QPixmap(":/icon/Protect.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
         self.Protection_Button.setIcon(icon4)
@@ -526,7 +529,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Virus_Scan_widget.setFont(font)
-        self.Virus_Scan_widget.setStyleSheet("background-color:rgba(255, 255, 255,240);")
+        self.Virus_Scan_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.Virus_Scan_widget.setObjectName("Virus_Scan_widget")
         self.Virus_Scan_title = QtWidgets.QLabel(self.Virus_Scan_widget)
         self.Virus_Scan_title.setGeometry(QtCore.QRect(45, 30, 281, 41))
@@ -550,7 +553,7 @@ class Ui_MainWindow(object):
         self.Virus_Scan_text.setWordWrap(True)
         self.Virus_Scan_text.setObjectName("Virus_Scan_text")
         self.Virus_Scan_choose_Button = QtWidgets.QPushButton(self.Virus_Scan_widget)
-        self.Virus_Scan_choose_Button.setGeometry(QtCore.QRect(480, 35, 141, 31))
+        self.Virus_Scan_choose_Button.setGeometry(QtCore.QRect(490, 35, 131, 31))
         sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Minimum)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
@@ -565,16 +568,8 @@ class Ui_MainWindow(object):
         self.Virus_Scan_choose_Button.setTabletTracking(False)
         self.Virus_Scan_choose_Button.setFocusPolicy(QtCore.Qt.StrongFocus)
         self.Virus_Scan_choose_Button.setLayoutDirection(QtCore.Qt.LeftToRight)
-        self.Virus_Scan_choose_Button.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(100,200,100,200);\n"
-"    border-radius: 3px;\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    background-color:rgba(100,220,100,200);\n"
-"}")
+        self.Virus_Scan_choose_Button.setStyleSheet("QPushButton{border:none;background-color:rgb(190,250,190);border-radius: 10px;}QPushButton:hover{background-color:rgb(200,250,200);}\n"
+"")
         self.Virus_Scan_choose_Button.setIconSize(QtCore.QSize(10, 10))
         self.Virus_Scan_choose_Button.setCheckable(False)
         self.Virus_Scan_choose_Button.setAutoRepeat(False)
@@ -585,16 +580,19 @@ class Ui_MainWindow(object):
         self.Virus_Scan_choose_Button.setFlat(False)
         self.Virus_Scan_choose_Button.setObjectName("Virus_Scan_choose_Button")
         self.Virus_Scan_choose_widget = QtWidgets.QWidget(self.Virus_Scan_widget)
-        self.Virus_Scan_choose_widget.setGeometry(QtCore.QRect(480, 67, 141, 31))
+        self.Virus_Scan_choose_widget.setGeometry(QtCore.QRect(490, 67, 131, 31))
         sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.Virus_Scan_choose_widget.sizePolicy().hasHeightForWidth())
         self.Virus_Scan_choose_widget.setSizePolicy(sizePolicy)
-        self.Virus_Scan_choose_widget.setStyleSheet("background-color:rgba(200, 200, 200,200);")
+        self.Virus_Scan_choose_widget.setStyleSheet("QWidget {\n"
+"                background-color: rgb(230, 230, 230);\n"
+"                border-radius: 10px;\n"
+"            }")
         self.Virus_Scan_choose_widget.setObjectName("Virus_Scan_choose_widget")
         self.verticalLayoutWidget_3 = QtWidgets.QWidget(self.Virus_Scan_choose_widget)
-        self.verticalLayoutWidget_3.setGeometry(QtCore.QRect(0, 0, 141, 101))
+        self.verticalLayoutWidget_3.setGeometry(QtCore.QRect(0, 0, 131, 101))
         self.verticalLayoutWidget_3.setObjectName("verticalLayoutWidget_3")
         self.Virus_Scan_choose_verticalLayout = QtWidgets.QVBoxLayout(self.verticalLayoutWidget_3)
         self.Virus_Scan_choose_verticalLayout.setSizeConstraint(QtWidgets.QLayout.SetDefaultConstraint)
@@ -616,17 +614,18 @@ class Ui_MainWindow(object):
         self.File_Scan_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
+"    background-color:rgb(230,230,230);\n"
 "    border-radius: 5px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,90);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.File_Scan_Button.setIconSize(QtCore.QSize(16, 16))
         self.File_Scan_Button.setCheckable(False)
         self.File_Scan_Button.setObjectName("File_Scan_Button")
@@ -646,17 +645,18 @@ class Ui_MainWindow(object):
         self.Path_Scan_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
+"    background-color:rgb(230,230,230);\n"
 "    border-radius: 5px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,90);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Path_Scan_Button.setIconSize(QtCore.QSize(16, 16))
         self.Path_Scan_Button.setCheckable(False)
         self.Path_Scan_Button.setObjectName("Path_Scan_Button")
@@ -676,23 +676,24 @@ class Ui_MainWindow(object):
         self.Disk_Scan_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
+"    background-color:rgb(230,230,230);\n"
 "    border-radius: 5px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(50, 50, 50,90);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Disk_Scan_Button.setIconSize(QtCore.QSize(16, 16))
         self.Disk_Scan_Button.setCheckable(False)
         self.Disk_Scan_Button.setObjectName("Disk_Scan_Button")
         self.Virus_Scan_choose_verticalLayout.addWidget(self.Disk_Scan_Button)
         self.Virus_Scan_Solve_Button = QtWidgets.QPushButton(self.Virus_Scan_widget)
-        self.Virus_Scan_Solve_Button.setGeometry(QtCore.QRect(330, 35, 141, 31))
+        self.Virus_Scan_Solve_Button.setGeometry(QtCore.QRect(350, 35, 131, 31))
         sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Minimum)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
@@ -707,16 +708,8 @@ class Ui_MainWindow(object):
         self.Virus_Scan_Solve_Button.setTabletTracking(False)
         self.Virus_Scan_Solve_Button.setFocusPolicy(QtCore.Qt.StrongFocus)
         self.Virus_Scan_Solve_Button.setLayoutDirection(QtCore.Qt.LeftToRight)
-        self.Virus_Scan_Solve_Button.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(230,70,70,200);\n"
-"    border-radius: 3px;\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    background-color:rgba(255,70,70,200);\n"
-"}")
+        self.Virus_Scan_Solve_Button.setStyleSheet("QPushButton{border:none;background-color:rgb(250,190,190);border-radius: 10px;}QPushButton:hover{background-color:rgb(250,200,200);}\n"
+"")
         self.Virus_Scan_Solve_Button.setIconSize(QtCore.QSize(10, 10))
         self.Virus_Scan_Solve_Button.setCheckable(False)
         self.Virus_Scan_Solve_Button.setAutoRepeat(False)
@@ -727,7 +720,7 @@ class Ui_MainWindow(object):
         self.Virus_Scan_Solve_Button.setFlat(False)
         self.Virus_Scan_Solve_Button.setObjectName("Virus_Scan_Solve_Button")
         self.Virus_Scan_Break_Button = QtWidgets.QPushButton(self.Virus_Scan_widget)
-        self.Virus_Scan_Break_Button.setGeometry(QtCore.QRect(480, 35, 141, 31))
+        self.Virus_Scan_Break_Button.setGeometry(QtCore.QRect(490, 35, 131, 31))
         sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Minimum)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
@@ -742,16 +735,8 @@ class Ui_MainWindow(object):
         self.Virus_Scan_Break_Button.setTabletTracking(False)
         self.Virus_Scan_Break_Button.setFocusPolicy(QtCore.Qt.StrongFocus)
         self.Virus_Scan_Break_Button.setLayoutDirection(QtCore.Qt.LeftToRight)
-        self.Virus_Scan_Break_Button.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(230,70,70,200);\n"
-"    border-radius: 3px;\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    background-color:rgba(255,70,70,200);\n"
-"}")
+        self.Virus_Scan_Break_Button.setStyleSheet("QPushButton{border:none;background-color:rgb(250,190,190);border-radius: 10px;}QPushButton:hover{background-color:rgb(250,200,200);}\n"
+"")
         self.Virus_Scan_Break_Button.setIconSize(QtCore.QSize(10, 10))
         self.Virus_Scan_Break_Button.setCheckable(False)
         self.Virus_Scan_Break_Button.setAutoRepeat(False)
@@ -800,6 +785,13 @@ class Ui_MainWindow(object):
         self.Virus_Scan_output.setUniformItemSizes(False)
         self.Virus_Scan_output.setSelectionRectVisible(False)
         self.Virus_Scan_output.setObjectName("Virus_Scan_output")
+        self.Virus_Scan_title.raise_()
+        self.Virus_Scan_text.raise_()
+        self.Virus_Scan_choose_widget.raise_()
+        self.Virus_Scan_Solve_Button.raise_()
+        self.Virus_Scan_output.raise_()
+        self.Virus_Scan_Break_Button.raise_()
+        self.Virus_Scan_choose_Button.raise_()
         self.State_widget = QtWidgets.QWidget(self.widget)
         self.State_widget.setGeometry(QtCore.QRect(170, 49, 671, 481))
         font = QtGui.QFont()
@@ -807,7 +799,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.State_widget.setFont(font)
-        self.State_widget.setStyleSheet("background-color:rgb(255, 255, 255);")
+        self.State_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.State_widget.setObjectName("State_widget")
         self.State_title = QtWidgets.QLabel(self.State_widget)
         self.State_title.setGeometry(QtCore.QRect(50, 210, 571, 41))
@@ -823,14 +815,24 @@ class Ui_MainWindow(object):
         self.State_title.setAlignment(QtCore.Qt.AlignCenter)
         self.State_title.setObjectName("State_title")
         self.State_icon = QtWidgets.QLabel(self.State_widget)
-        self.State_icon.setGeometry(QtCore.QRect(250, 30, 171, 171))
+        self.State_icon.setGeometry(QtCore.QRect(240, 20, 191, 191))
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(self.State_icon.sizePolicy().hasHeightForWidth())
+        self.State_icon.setSizePolicy(sizePolicy)
+        self.State_icon.setMinimumSize(QtCore.QSize(0, 171))
+        self.State_icon.setMaximumSize(QtCore.QSize(16777215, 16777215))
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
         font.setPointSize(1)
+        font.setStrikeOut(False)
         font.setKerning(True)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.State_icon.setFont(font)
         self.State_icon.setContextMenuPolicy(QtCore.Qt.DefaultContextMenu)
+        self.State_icon.setToolTip("")
+        self.State_icon.setStyleSheet("")
         self.State_icon.setFrameShape(QtWidgets.QFrame.NoFrame)
         self.State_icon.setLineWidth(1)
         self.State_icon.setText("")
@@ -853,6 +855,8 @@ class Ui_MainWindow(object):
         self.State_output.setFont(font)
         self.State_output.setAutoFillBackground(False)
         self.State_output.setStyleSheet("")
+        self.State_output.setFrameShape(QtWidgets.QFrame.StyledPanel)
+        self.State_output.setFrameShadow(QtWidgets.QFrame.Sunken)
         self.State_output.setSizeAdjustPolicy(QtWidgets.QAbstractScrollArea.AdjustIgnored)
         self.State_output.setUndoRedoEnabled(True)
         self.State_output.setTextInteractionFlags(QtCore.Qt.TextSelectableByKeyboard|QtCore.Qt.TextSelectableByMouse)
@@ -876,7 +880,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.About_widget.setFont(font)
-        self.About_widget.setStyleSheet("background-color:rgba(255, 255, 255,255);")
+        self.About_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.About_widget.setObjectName("About_widget")
         self.About_Back = QtWidgets.QPushButton(self.About_widget)
         self.About_Back.setGeometry(QtCore.QRect(20, 10, 101, 41))
@@ -891,17 +895,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.About_Back.setFont(font)
         self.About_Back.setFocusPolicy(QtCore.Qt.StrongFocus)
-        self.About_Back.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
-"    color:rgba(60,60,60,200);\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    color:rgba(60,60,60,255);\n"
-"}\n"
-"")
+        self.About_Back.setStyleSheet("QPushButton{border:none; background-color:rgba(0,0,0,0); color:rgba(60,60,60,200);} QPushButton:hover{ color:rgba(60,60,60,255);}")
         icon5 = QtGui.QIcon()
         icon5.addPixmap(QtGui.QPixmap(":/icon/Back.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
         self.About_Back.setIcon(icon5)
@@ -1026,7 +1020,13 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         self.License_terms.setFont(font)
         self.License_terms.setStyleSheet("")
+        self.License_terms.setFrameShape(QtWidgets.QFrame.StyledPanel)
+        self.License_terms.setVerticalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded)
+        self.License_terms.setSizeAdjustPolicy(QtWidgets.QAbstractScrollArea.AdjustIgnored)
+        self.License_terms.setTabChangesFocus(False)
+        self.License_terms.setLineWrapColumnOrWidth(0)
         self.License_terms.setReadOnly(True)
+        self.License_terms.setOverwriteMode(False)
         self.License_terms.setObjectName("License_terms")
         self.License_terms_title = QtWidgets.QLabel(self.About_widget)
         self.License_terms_title.setGeometry(QtCore.QRect(45, 260, 581, 31))
@@ -1046,10 +1046,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Window_widget.setFont(font)
-        self.Window_widget.setStyleSheet("QWidget#Window_widget\n"
-"{\n"
-"background-color:rgb(240, 240, 240);\n"
-"}")
+        self.Window_widget.setStyleSheet("background-color: rgb(240, 240, 240);")
         self.Window_widget.setObjectName("Window_widget")
         self.Close_Button = QtWidgets.QPushButton(self.Window_widget)
         self.Close_Button.setGeometry(QtCore.QRect(790, 5, 31, 31))
@@ -1172,7 +1169,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Process_widget.setFont(font)
-        self.Process_widget.setStyleSheet("background-color:rgba(255, 255, 255,240);")
+        self.Process_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.Process_widget.setObjectName("Process_widget")
         self.Process_Tools_Back = QtWidgets.QPushButton(self.Process_widget)
         self.Process_Tools_Back.setGeometry(QtCore.QRect(20, 10, 101, 41))
@@ -1187,17 +1184,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Process_Tools_Back.setFont(font)
         self.Process_Tools_Back.setFocusPolicy(QtCore.Qt.StrongFocus)
-        self.Process_Tools_Back.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
-"    color:rgba(60,60,60,200);\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    color:rgba(60,60,60,255);\n"
-"}\n"
-"")
+        self.Process_Tools_Back.setStyleSheet("QPushButton{border:none; background-color:rgba(0,0,0,0); color:rgba(60,60,60,200);} QPushButton:hover{ color:rgba(60,60,60,255);}")
         self.Process_Tools_Back.setIcon(icon5)
         self.Process_Tools_Back.setIconSize(QtCore.QSize(20, 20))
         self.Process_Tools_Back.setCheckable(False)
@@ -1265,7 +1252,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Tools_widget.setFont(font)
-        self.Tools_widget.setStyleSheet("background-color:rgba(255, 255, 255,240);")
+        self.Tools_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.Tools_widget.setObjectName("Tools_widget")
         self.More_Tools_Back_Button = QtWidgets.QPushButton(self.Tools_widget)
         self.More_Tools_Back_Button.setGeometry(QtCore.QRect(20, 10, 101, 41))
@@ -1280,13 +1267,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.More_Tools_Back_Button.setFont(font)
         self.More_Tools_Back_Button.setFocusPolicy(QtCore.Qt.StrongFocus)
-        self.More_Tools_Back_Button.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
-"    color:rgba(60,60,60,200);\n"
-"}\n"
-"")
+        self.More_Tools_Back_Button.setStyleSheet("QPushButton{border:none; background-color:rgba(0,0,0,0); color:rgba(60,60,60,200);} QPushButton:hover{ color:rgba(60,60,60,255);}")
         self.More_Tools_Back_Button.setIconSize(QtCore.QSize(20, 20))
         self.More_Tools_Back_Button.setCheckable(False)
         self.More_Tools_Back_Button.setObjectName("More_Tools_Back_Button")
@@ -1312,17 +1293,18 @@ class Ui_MainWindow(object):
         self.System_Process_Manage_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(20,20,20,70);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.System_Process_Manage_Button.setIconSize(QtCore.QSize(16, 16))
         self.System_Process_Manage_Button.setCheckable(False)
         self.System_Process_Manage_Button.setObjectName("System_Process_Manage_Button")
@@ -1342,17 +1324,18 @@ class Ui_MainWindow(object):
         self.Clean_System_Files_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(20,20,20,70);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Clean_System_Files_Button.setIconSize(QtCore.QSize(16, 16))
         self.Clean_System_Files_Button.setCheckable(False)
         self.Clean_System_Files_Button.setObjectName("Clean_System_Files_Button")
@@ -1372,17 +1355,18 @@ class Ui_MainWindow(object):
         self.Repair_System_Files_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(20,20,20,70);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Repair_System_Files_Button.setIconSize(QtCore.QSize(16, 16))
         self.Repair_System_Files_Button.setCheckable(False)
         self.Repair_System_Files_Button.setObjectName("Repair_System_Files_Button")
@@ -1402,17 +1386,18 @@ class Ui_MainWindow(object):
         self.Repair_System_Network_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(20,20,20,70);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Repair_System_Network_Button.setIconSize(QtCore.QSize(16, 16))
         self.Repair_System_Network_Button.setCheckable(False)
         self.Repair_System_Network_Button.setObjectName("Repair_System_Network_Button")
@@ -1432,25 +1417,22 @@ class Ui_MainWindow(object):
         self.Window_Block_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
+"    background-color:rgb(220,220,220);\n"
 "}\n"
 "QPushButton:pressed\n"
 "{\n"
-"    background-color:rgba(20,20,20,70);\n"
-"}")
+"    background-color:rgb(230,230,230);\n"
+"}\n"
+"")
         self.Window_Block_Button.setIconSize(QtCore.QSize(16, 16))
         self.Window_Block_Button.setCheckable(False)
         self.Window_Block_Button.setObjectName("Window_Block_Button")
         self.System_verticalLayout.addWidget(self.Window_Block_Button)
-        self.widget_2 = QtWidgets.QWidget(self.widget)
-        self.widget_2.setGeometry(QtCore.QRect(170, 50, 671, 481))
-        self.widget_2.setStyleSheet("background-color:rgb(255, 255, 255);")
-        self.widget_2.setObjectName("widget_2")
         self.Setting_widget = QtWidgets.QWidget(self.widget)
         self.Setting_widget.setGeometry(QtCore.QRect(10, 50, 831, 481))
         font = QtGui.QFont()
@@ -1458,7 +1440,7 @@ class Ui_MainWindow(object):
         font.setPointSize(11)
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Setting_widget.setFont(font)
-        self.Setting_widget.setStyleSheet("background-color:rgba(255, 255, 255,255);")
+        self.Setting_widget.setStyleSheet("background-color: rgb(255, 255, 255);")
         self.Setting_widget.setObjectName("Setting_widget")
         self.Show_high_sensitivity = QtWidgets.QWidget(self.Setting_widget)
         self.Show_high_sensitivity.setGeometry(QtCore.QRect(30, 50, 781, 81))
@@ -1505,13 +1487,14 @@ class Ui_MainWindow(object):
         self.high_sensitivity_switch_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.high_sensitivity_switch_Button.setIconSize(QtCore.QSize(16, 16))
         self.high_sensitivity_switch_Button.setCheckable(False)
         self.high_sensitivity_switch_Button.setObjectName("high_sensitivity_switch_Button")
@@ -1559,6 +1542,14 @@ class Ui_MainWindow(object):
         self.gridLayout = QtWidgets.QGridLayout(self.gridLayoutWidget)
         self.gridLayout.setContentsMargins(0, 0, 0, 0)
         self.gridLayout.setObjectName("gridLayout")
+        self.Language_English = QtWidgets.QRadioButton(self.gridLayoutWidget)
+        font = QtGui.QFont()
+        font.setFamily("Microsoft YaHei")
+        font.setPointSize(11)
+        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
+        self.Language_English.setFont(font)
+        self.Language_English.setObjectName("Language_English")
+        self.gridLayout.addWidget(self.Language_English, 1, 2, 1, 1)
         self.Language_Traditional_Chinese = QtWidgets.QRadioButton(self.gridLayoutWidget)
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
@@ -1575,14 +1566,6 @@ class Ui_MainWindow(object):
         self.Language_Simplified_Chinese.setFont(font)
         self.Language_Simplified_Chinese.setObjectName("Language_Simplified_Chinese")
         self.gridLayout.addWidget(self.Language_Simplified_Chinese, 1, 1, 1, 1)
-        self.Language_English = QtWidgets.QRadioButton(self.gridLayoutWidget)
-        font = QtGui.QFont()
-        font.setFamily("Microsoft YaHei")
-        font.setPointSize(11)
-        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
-        self.Language_English.setFont(font)
-        self.Language_English.setObjectName("Language_English")
-        self.gridLayout.addWidget(self.Language_English, 1, 2, 1, 1)
         self.Language_illustrate.raise_()
         self.Language_Choose_widget.raise_()
         self.Language_title.raise_()
@@ -1631,13 +1614,14 @@ class Ui_MainWindow(object):
         self.cloud_services_switch_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.cloud_services_switch_Button.setIconSize(QtCore.QSize(16, 16))
         self.cloud_services_switch_Button.setCheckable(False)
         self.cloud_services_switch_Button.setObjectName("cloud_services_switch_Button")
@@ -1657,17 +1641,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Setting_Back.setFont(font)
         self.Setting_Back.setFocusPolicy(QtCore.Qt.StrongFocus)
-        self.Setting_Back.setStyleSheet("QPushButton\n"
-"{\n"
-"    border:none;\n"
-"    background-color:rgba(0,0,0,0);\n"
-"    color:rgba(60,60,60,200);\n"
-"}\n"
-"QPushButton:hover\n"
-"{\n"
-"    color:rgba(60,60,60,255);\n"
-"}\n"
-"")
+        self.Setting_Back.setStyleSheet("QPushButton{border:none; background-color:rgba(0,0,0,0); color:rgba(60,60,60,200);} QPushButton:hover{ color:rgba(60,60,60,255);}")
         self.Setting_Back.setIcon(icon5)
         self.Setting_Back.setIconSize(QtCore.QSize(20, 20))
         self.Setting_Back.setCheckable(False)
@@ -1717,13 +1691,14 @@ class Ui_MainWindow(object):
         self.Add_White_list_Button.setStyleSheet("QPushButton\n"
 "{\n"
 "    border:none;\n"
-"    background-color:rgba(20,20,20,30);\n"
-"    border-radius: 15px;\n"
+"    background-color:rgb(230,230,230);\n"
+"    border-radius: 10px;\n"
 "}\n"
 "QPushButton:hover\n"
 "{\n"
-"    background-color:rgba(20,20,20,50);\n"
-"}")
+"    background-color:rgb(220,220,220);\n"
+"}\n"
+"")
         self.Add_White_list_Button.setIconSize(QtCore.QSize(16, 16))
         self.Add_White_list_Button.setCheckable(False)
         self.Add_White_list_Button.setObjectName("Add_White_list_Button")
@@ -1769,22 +1744,6 @@ class Ui_MainWindow(object):
         self.gridLayout_2 = QtWidgets.QGridLayout(self.gridLayoutWidget_2)
         self.gridLayout_2.setContentsMargins(0, 0, 0, 0)
         self.gridLayout_2.setObjectName("gridLayout_2")
-        self.Theme_Black = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
-        font = QtGui.QFont()
-        font.setFamily("Microsoft YaHei")
-        font.setPointSize(11)
-        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
-        self.Theme_Black.setFont(font)
-        self.Theme_Black.setObjectName("Theme_Black")
-        self.gridLayout_2.addWidget(self.Theme_Black, 1, 1, 1, 1)
-        self.Theme_White = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
-        font = QtGui.QFont()
-        font.setFamily("Microsoft YaHei")
-        font.setPointSize(11)
-        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
-        self.Theme_White.setFont(font)
-        self.Theme_White.setObjectName("Theme_White")
-        self.gridLayout_2.addWidget(self.Theme_White, 1, 0, 1, 1)
         self.Theme_Yellow = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
@@ -1793,13 +1752,37 @@ class Ui_MainWindow(object):
         self.Theme_Yellow.setFont(font)
         self.Theme_Yellow.setObjectName("Theme_Yellow")
         self.gridLayout_2.addWidget(self.Theme_Yellow, 1, 2, 1, 1)
+        self.Theme_Green = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
+        font = QtGui.QFont()
+        font.setFamily("Microsoft YaHei")
+        font.setPointSize(11)
+        self.Theme_Green.setFont(font)
+        self.Theme_Green.setObjectName("Theme_Green")
+        self.gridLayout_2.addWidget(self.Theme_Green, 2, 0, 1, 1)
         self.Theme_Blue = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
         font.setPointSize(11)
+        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Theme_Blue.setFont(font)
         self.Theme_Blue.setObjectName("Theme_Blue")
-        self.gridLayout_2.addWidget(self.Theme_Blue, 2, 0, 1, 1)
+        self.gridLayout_2.addWidget(self.Theme_Blue, 2, 1, 1, 1)
+        self.Theme_Customize = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
+        font = QtGui.QFont()
+        font.setFamily("Microsoft YaHei")
+        font.setPointSize(11)
+        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
+        self.Theme_Customize.setFont(font)
+        self.Theme_Customize.setObjectName("Theme_Customize")
+        self.gridLayout_2.addWidget(self.Theme_Customize, 2, 2, 1, 1)
+        self.Theme_White = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
+        font = QtGui.QFont()
+        font.setFamily("Microsoft YaHei")
+        font.setPointSize(11)
+        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
+        self.Theme_White.setFont(font)
+        self.Theme_White.setObjectName("Theme_White")
+        self.gridLayout_2.addWidget(self.Theme_White, 1, 0, 1, 1)
         self.Theme_Red = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
@@ -1807,27 +1790,23 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.Theme_Red.setFont(font)
         self.Theme_Red.setObjectName("Theme_Red")
-        self.gridLayout_2.addWidget(self.Theme_Red, 2, 1, 1, 1)
-        self.Theme_Green = QtWidgets.QRadioButton(self.gridLayoutWidget_2)
-        font = QtGui.QFont()
-        font.setFamily("Microsoft YaHei")
-        font.setPointSize(11)
-        font.setStyleStrategy(QtGui.QFont.PreferAntialias)
-        self.Theme_Green.setFont(font)
-        self.Theme_Green.setObjectName("Theme_Green")
-        self.gridLayout_2.addWidget(self.Theme_Green, 2, 2, 1, 1)
+        self.gridLayout_2.addWidget(self.Theme_Red, 1, 1, 1, 1)
         self.Theme_illustrate.raise_()
         self.Language_Choose_widget_2.raise_()
         self.Theme_title.raise_()
-        self.Protection_widget.raise_()
-        self.Setting_widget.raise_()
-        self.About_widget.raise_()
-        self.Tools_widget.raise_()
+        self.widget_2 = QtWidgets.QWidget(self.widget)
+        self.widget_2.setGeometry(QtCore.QRect(170, 50, 671, 481))
+        self.widget_2.setStyleSheet("background-color: rgb(255, 255, 255);")
+        self.widget_2.setObjectName("widget_2")
         self.widget_2.raise_()
+        self.Setting_widget.raise_()
+        self.Tools_widget.raise_()
         self.Process_widget.raise_()
-        self.Virus_Scan_widget.raise_()
+        self.About_widget.raise_()
+        self.Protection_widget.raise_()
         self.Window_widget.raise_()
         self.Navigation_Bar.raise_()
+        self.Virus_Scan_widget.raise_()
         self.State_widget.raise_()
         MainWindow.setCentralWidget(self.centralwidget)
 
@@ -1873,16 +1852,21 @@ class Ui_MainWindow(object):
 "<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><br /></p></body></html>"))
         self.State_log.setText(_translate("MainWindow", "日誌:"))
         self.About_Back.setText(_translate("MainWindow", "返回"))
-        self.PYAS_Version.setText(_translate("MainWindow", "PYAS  v2.3.5"))
+        self.PYAS_Version.setText(_translate("MainWindow", "PYAS V0.0.0 (0000-00-00)"))
         self.GUI_Made_title.setText(_translate("MainWindow", "介面製作:"))
-        self.GUI_Made_Name.setText(_translate("MainWindow", "mtkiao129#3921"))
+        self.GUI_Made_Name.setText(_translate("MainWindow", "mtkiao"))
         self.Core_Made_title.setText(_translate("MainWindow", "核心製作:"))
-        self.Core_Made_Name.setText(_translate("MainWindow", "PYAS_Dev#0629"))
+        self.Core_Made_Name.setText(_translate("MainWindow", "87owo"))
         self.Testers_title.setText(_translate("MainWindow", "測試人員:"))
-        self.Testers_Name.setText(_translate("MainWindow", "PYAS_Dev#0629"))
+        self.Testers_Name.setText(_translate("MainWindow", "87owo"))
         self.PYAS_URL_title.setText(_translate("MainWindow", "官方網站:"))
-        self.PYAS_URL.setText(_translate("MainWindow", "<html><head/><body><p><a href=\"https://xiaomi69ai.wixsite.com/pyas\"><span style=\" text-decoration: underline; color:#0000ff;\">https://xiaomi69ai.wixsite.com/pyas</span></a></p></body></html>"))
-        self.PYAS_CopyRight.setText(_translate("MainWindow", "Copyright© 2020-2022 PYAS Security"))
+        self.PYAS_URL.setText(_translate("MainWindow", "<html><head/><body><p><a href=\"https://github.com/87owo/PYAS\"><span style=\" text-decoration: underline; color:#000000;\">https://github.com/87owo/PYAS</span></a></p></body></html>"))
+        self.PYAS_CopyRight.setText(_translate("MainWindow", "Copyright© 0000-9999 PYAS Security"))
+        self.License_terms.setHtml(_translate("MainWindow", "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.0//EN\" \"http://www.w3.org/TR/REC-html40/strict.dtd\">\n"
+"<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
+"p, li { white-space: pre-wrap; }\n"
+"</style></head><body style=\" font-family:\'MS Shell Dlg 2\'; font-size:11pt; font-weight:400; font-style:normal;\">\n"
+"<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><br /></p></body></html>"))
         self.License_terms_title.setText(_translate("MainWindow", "許可條款:"))
         self.Window_title.setText(_translate("MainWindow", "PYAS  V0.0.0"))
         self.Process_Tools_Back.setText(_translate("MainWindow", "返回"))
@@ -1896,26 +1880,26 @@ class Ui_MainWindow(object):
         self.high_sensitivity_title.setText(_translate("MainWindow", "高靈敏度模式"))
         self.high_sensitivity_illustrate.setText(_translate("MainWindow", "啟用此選項可以提高引擎的靈敏度"))
         self.high_sensitivity_switch_Button.setText(_translate("MainWindow", "已關閉"))
-        self.Language_title.setText(_translate("MainWindow", "語言"))
+        self.Language_title.setText(_translate("MainWindow", "顯示語言"))
         self.Language_illustrate.setText(_translate("MainWindow", "請選擇語言"))
+        self.Language_English.setText(_translate("MainWindow", "English"))
         self.Language_Traditional_Chinese.setText(_translate("MainWindow", "繁體中文"))
         self.Language_Simplified_Chinese.setText(_translate("MainWindow", "简体中文"))
-        self.Language_English.setText(_translate("MainWindow", "English"))
-        self.cloud_services_title.setText(_translate("MainWindow", "高靈敏度模式"))
-        self.cloud_services_illustrate.setText(_translate("MainWindow", "啟用此選項可以提高引擎的靈敏度"))
+        self.cloud_services_title.setText(_translate("MainWindow", "雲端掃描服務"))
+        self.cloud_services_illustrate.setText(_translate("MainWindow", "啟用此選項可以連接雲端掃描服務"))
         self.cloud_services_switch_Button.setText(_translate("MainWindow", "已關閉"))
         self.Setting_Back.setText(_translate("MainWindow", "返回"))
-        self.Add_White_list_title.setText(_translate("MainWindow", "高靈敏度模式"))
-        self.Add_White_list_illustrate.setText(_translate("MainWindow", "啟用此選項可以提高引擎的靈敏度"))
+        self.Add_White_list_title.setText(_translate("MainWindow", "增加到白名單"))
+        self.Add_White_list_illustrate.setText(_translate("MainWindow", "此選項可以選擇檔案並增加到白名單"))
         self.Add_White_list_Button.setText(_translate("MainWindow", "已關閉"))
         self.Theme_title.setText(_translate("MainWindow", "顯色主題"))
         self.Theme_illustrate.setText(_translate("MainWindow", "請選擇主題"))
-        self.Theme_Black.setText(_translate("MainWindow", "黑色主題"))
-        self.Theme_White.setText(_translate("MainWindow", "白色主題"))
-        self.Theme_Yellow.setText(_translate("MainWindow", "粉色主題"))
-        self.Theme_Blue.setText(_translate("MainWindow", "藍色主題"))
-        self.Theme_Red.setText(_translate("MainWindow", "紅色主題"))
+        self.Theme_Yellow.setText(_translate("MainWindow", "黃色主題"))
         self.Theme_Green.setText(_translate("MainWindow", "綠色主題"))
+        self.Theme_Blue.setText(_translate("MainWindow", "藍色主題"))
+        self.Theme_Customize.setText(_translate("MainWindow", "自訂主題"))
+        self.Theme_White.setText(_translate("MainWindow", "白色主題"))
+        self.Theme_Red.setText(_translate("MainWindow", "紅色主題"))
 
 if __name__ == "__main__":
     app = QtWidgets.QApplication(sys.argv)

PYAS_Language.py

@@ -10,22 +10,22 @@ translate_dict = {
               "攔":"拦","請":"请","統":"统","刪":"删","進":"进","個":"个","選":"选",
               "啟":"启","監":"监","並":"并","徑":"径","盤":"盘","隱":"隐","動":"动",
               "狀":"状","誌":"志","這":"这","會":"会","題":"题","擇":"择","語":"语",
-              "無":"无","顯":"显","變":"变","戶":"户","碼":"码","雲":"云","訂":"订",
+              "無":"无","顯":"显","變":"变","戶":"户","碼":"码","雲":"云","介":"界",
               "稱":"称","類":"类","輸":"输","執":"执","數":"数","尋":"寻","網":"网",
               "詢":"询","製":"制","員":"员","許":"许","條":"条","藍":"蓝","紅":"红",
               "綠":"绿","態":"态","務":"务","連":"连","檢":"检","測":"测","關":"关",
               "強":"强","驅":"驱","為":"为","腳":"脚","增":"增","單":"单","開":"开",
-              "惡":"恶","介":"界"},
+              "惡":"恶","據":"据","庫":"库","經":"经","敗":"败"},
     "en_US": {"已開啟":"On","已關閉":"Off","已开启":"On","已关闭":"Off","，":", ",
               "立即刪除":"Delete Now","安全模式":"Safe Mode","官方網站":"Website",
-              "惡意檔案":"Virus ","惡意軟體":"Malware ","勒索軟體":"Ransom ",
+              "惡意檔案":"Virus ","惡意軟體":"Malware ","勒索行為":"Ransom ",
               "惡意腳本":"Script ","惡意行為":"Behavior ","可疑軟體":"Suspicious ",
               "許可條款":"License Terms","惡意":"Malicious","可疑":"Suspicious",
               "啟用":"Enable ","禁用":"Disable ","正在初始化中":"Initializing ",
               "正在掃描":"Scanning ","正在刪除":"Deleting ","最小化到":"Minimize To ",
-              "確定要":"Sure Want To ","靈敏度":"Sensitivity ","更新":"Update",
-              "白色主題":"White","黑色主題":"Black","黃色主題":"Yellow","紅色主題":"Red",
-              "藍色主題":"Blue","綠色主題":"Green","語言":"Language ","製作":"Make",
+              "確定要":"Sure Want To ","靈敏度":"Sensitivity ","更新":"Update ",
+              "白色主題":"White","黃色主題":"Yellow","紅色主題":"Red","語言":"Language ",
+              "藍色主題":"Blue","綠色主題":"Green","自定主題":"Custom","最新":"Latest ",
               "測試人員":"Testers","版本資訊":"Information","通訊":"Communication ",
               "註冊表":"Registry ","退出":"Quit ","檔案":"File ","當前":"Currently ",
               "狀態":"State ","掃描":"Scan ","工具":"Tools ","防護":"Protect ",
@@ -47,7 +47,8 @@ translate_dict = {
               "增加到":"Add File To ","白名單":"White List ","軟體":"Software ",
               "增加":"Add","移除":"Delete","項目":"Items ","生成":"Create ","稱":"",
               "複製":"Copy ","開啟":"Open ","此":"This ","並":"And ","全盤":"Full ",
+              "已經是":"Already ","數據庫":"Database ","誤報":"False Positive ",
               "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
               "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Drive ",
               "的":"","顯示":"","個":"","嗎":"","中":"","了":"","行":"","立即":"",
-              "密鑰":"Key ","檢測":"Detect ","誤報":"False Positive ","  ":" "}}
+              "密鑰":"Key ","檢測":"Detect ","製作":"Make","  ":" "}}

PYAS_Model.json

@@ -0,0 +1 @@
+{"ones": [138514579140422510314615591404235408110, 138884061479927293269157399561321625124, 106913533745562494950237068000717194857, 56400517596638244422894049797604820621, 57509758994800025148320631233619478382, 266907975564823269757642468520682218021, 268764573572222081482569414853338147421, 301824928671740406049708617676147983911, 216322613833371885512412681366080352834, 305869899604823982125728318036880769198, 139390375862009821188813492031092843045, 140636369840301821837859972310736757357, 93525514883026399429643965685843744494, 85423552611944120389541188728576853614, 212959202992585676402479957744392065258, 310175323171803986711996189701871919269, 267073946987621142567955636205481517613, 130213060982497483351391950606798445166, 309453635424025901100964431663839207981, 98595718339270037315648519699911042861, 804810740308425468096265735208257617, 308840950453806983092423514217084578476, 322017788596429201866715226549004966766, 96855081274446633945978062387702817317, 309443088174281869980853203902500569645, 145963460354456926129955518358155059877, 100726355023313678737270049805708838766, 163055950804159105041684713458861453642, 139400638929619405534171854486176686629, 314740690747489056417995540920077280813, 309174548517306493765742812127600992824, 42649730517016866640152470265639253071, 266991032348753532132223164567115948653, 310834785753961546009345771577019752617, 138794485055151379651410532066913608701, 131790595577365633473641510877883811372, 333214357055760258309229460312077263456, 266919150567781465017126522717174383268, 309443250354319958579894353439906751021, 314760122553781807187305329030403597869, 309526327094009133336072658832466510380, 140783818610473943253735333316647117357, 266908765191386477077819778373267636908, 141960523677151839211304480019230155437, 236708587517087268685876607084596151010, 147109497140790587393132625769962294828, 98101030488836797416915605797123547821, 309443006965336732125112839751851204645, 163777668652403995261587270005386479850, 96850943187510051473774485962306807341, 314740690747489056417995540920077280813, 266907874033546142647711315245141475885, 128087963732730699244600678440497496745, 122948904762874323200167759687292791479, 144623683762647410432822459404215795881, 175281760716791954210630508746562429745, 98185566304403225600012489980760220205, 312173101091522310981766359248219144333, 165719174729833763978390369816514151589, 130453416906105788293089319006359032458, 309459962424693681697118037040663257637, 312110631309585432258276350165909913633, 266898908365541525694120496365498163769, 301974605256105130746947982559953757414, 46088979409888770325991887802833783310, 98097114716132427630865195752911955500, 98179117726185629973687845690377904685, 128833381668692705604881271753964704076, 288187285762824132116353144464193487405, 440767454710337817086060213441032296, 308755229979748206303057066098374746633, 310789353473439559353693532556983984677, 309443331008521396576751777765001683629, 272224825421632604778319829685274829501, 314740690747489056417995540920077280813, 288162135445850533606754792760600323239, 266908765349823459293196338896727065260, 266919475084642627997330537792153215533, 118095062731544531316068994170817536096, 309460205972074921952248716662523977893, 138980104556989140895595181268125835917, 96753309757095605084115148461573554213, 96783566280022178361451345888136274605, 267006527672619154632784726463056593709, 268325411442133354907118265595969561133, 45423085047571636176304357087088791778, 140693602135645422745421550777944908460, 266908927450643968163503768535437820588, 139317724478784922140315175893335437861, 98075229203956313888405997203836658285, 139307136862901466424877793378792006181, 141949813792938456152307200983465099405, 266887023150038950813539942248450810413, 266907873517942888138024343981564256813, 309527625168214095599527134475951948333, 288176899901775619274666676430489666220, 132687201639749430771754766010675328697, 298809467903569967359434970965896200999, 266909251929602884051145652263806452396, 96856378081010667424655802311172842021, 334364013698977648789398548127408169731, 138478276465840759527093181786120602252, 309517280516176477337549624053815730737, 309532816881431070079891773455787762221, 267006688625182579765726710919333306917, 301342822028899395690309866891238953529, 140889247564697972421510238399255437956, 301704982992736118799149217975167423010, 123342205008290812825969949820881134509, 309444547834874662752143629118327890477, 120368316428277902366824346477250637709, 96608366161759132771693290653207750157, 309258884864988268167108821321512280229, 266887185302388558609052276779780547237, 120204759374330029658546372684809684013, 266750361825108195839408748923433296011, 309541905261615072912890344878225383465, 136838710717061085016646030313491257547, 139400638929619405533018932981569839653, 309535252305417442974606230157044113441, 96865343064503306525844664637493502501, 98091942701683498853848791423305786021, 12268668727495Line truncated

PYAS_Version.py

@@ -1,7 +1,8 @@
 import pyinstaller_versionfile
+
 pyinstaller_versionfile.create_versionfile(
 output_file="versionfile.txt",
-version='2.9.6',
+version='3.0.5',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",

PYML.py

@@ -1,166 +0,0 @@
-from collections import defaultdict
-import math, json, time, types, random
-
-class ListClassifier:
-    def __init__(self):
-        self.word_weights = defaultdict(lambda: {'ones': 0, 'zero': 0})
-        self.total_counts = {'ones': 0, 'zero': 0}
-        self.prior_probs = {'ones': 0, 'zero': 0}
-        self.class_weights = {'ones': 1, 'zero': 1}
-        self.min_quantity = 0
-        self.max_quantity = 1.0
-        self.learning_rate = 0.1
-        self.max_sequence = 100
-        self.test_data = []
-        self.train_data = []
-
-    def load_model(self, model_data):
-        if isinstance(model_data, str):
-            with open(model_data, 'r') as f:
-                model_data = json.load(f)
-        self.word_weights = defaultdict(lambda: {'ones': 0, 'zero': 0})
-        self.word_weights.update(model_data['word_weights'])
-        self.total_counts = model_data['total_counts']
-        self.prior_probs = model_data['prior_probs']
-        self.max_sequence = model_data.get('max_sequence')
-
-    def save_model(self, filename):
-        model_data = {
-            'word_weights': dict(self.word_weights),
-            'total_counts': self.total_counts,
-            'prior_probs': self.prior_probs,
-            'max_sequence': self.max_sequence}
-        with open(filename, 'w') as f:
-            json.dump(model_data, f)
-        print(f"\nModel Is Safe In {filename}")
-
-    def train_model(self, ones_data, zero_data, epochs=1, batch_size=32, min_quantity=0, max_quantity=1.0, max_sequence=10, test_size=0.2, learning_rate=None, random_seed=None, class_weights=None):
-        self.min_quantity = min_quantity
-        self.max_quantity = max_quantity
-        self.max_sequence = max_sequence
-        self.learning_rate = learning_rate if learning_rate is not None else self.learning_rate
-        self.class_weights = class_weights if class_weights is not None else self.class_weights
-        is_generator = isinstance(ones_data[0], types.GeneratorType)
-        all_data = ones_data + zero_data
-        random.seed(random_seed)
-        random.shuffle(all_data)
-        split_index = int((1 - test_size) * len(all_data))
-        self.train_data = all_data[:split_index]
-        self.test_data = all_data[split_index:]
-        train_accuracies, train_losses = [], []
-        test_accuracies, test_losses = [], []
-        for epoch in range(epochs):
-            print(f'Epoch: {epoch + 1}/{epochs}')
-            train_accuracy, train_loss = self._train_epoch(self.train_data, batch_size, is_generator, prefix='Training:')
-            test_accuracy, test_loss = self._test_epoch(self.test_data, batch_size, is_generator, prefix='Testing: ')
-            train_accuracies.append(train_accuracy)
-            train_losses.append(train_loss)
-            test_accuracies.append(test_accuracy)
-            test_losses.append(test_loss)
-        self._print_table(train_accuracies, train_losses, test_accuracies, test_losses)
-        total_lists = len(self.train_data) + len(self.test_data)
-        self.prior_probs['ones'] = len(ones_data) / total_lists
-        self.prior_probs['zero'] = len(zero_data) / total_lists
-        self._filter_word_weights()
-
-    def _train_epoch(self, data, batch_size, is_generator, prefix=''):
-        start_time = time.time()
-        correct_predictions, total_samples, total_loss = 0, 0, 0
-        for i in range(0, len(data), batch_size):
-            batch = data[i:i + batch_size]
-            for lst_gen in batch:
-                lst = list(lst_gen) if is_generator else lst_gen
-                correct_predictions += self._update_weights(lst, 'ones')
-                total_samples += len(lst)
-                total_loss += self._calculate_loss(lst, 'ones')
-            elapsed_time = time.time() - start_time
-            suffix = f'(Accuracy: {correct_predictions/total_samples:.2%}, Loss: {total_loss/total_samples:.4f}, Elapsed: {elapsed_time:.2f}s)'
-            self._print_progress_bar(i + batch_size, len(data), prefix=prefix, suffix=suffix)
-        print('')
-        accuracy = correct_predictions / total_samples
-        average_loss = total_loss / total_samples
-        return accuracy, average_loss
-
-    def _test_epoch(self, data, batch_size, is_generator, prefix=''):
-        start_time = time.time()
-        correct_predictions, total_samples, total_loss = 0, 0, 0
-        for i in range(0, len(data), batch_size):
-            batch = data[i:i + batch_size]
-            for lst_gen in batch:
-                lst = list(lst_gen) if is_generator else lst_gen
-                correct_predictions += (len(lst) - self._update_weights(lst, 'zero'))
-                total_samples += len(lst)
-                total_loss += self._calculate_loss(lst, 'zero')
-            elapsed_time = time.time() - start_time
-            suffix = f'(Accuracy: {correct_predictions/total_samples:.2%}, Loss: {total_loss/total_samples:.4f}, Elapsed: {elapsed_time:.2f}s)'
-            self._print_progress_bar(i + batch_size, len(data), prefix=prefix, suffix=suffix)
-        print('')
-        accuracy = correct_predictions / total_samples
-        average_loss = total_loss / total_samples
-        return accuracy, average_loss
-
-    def _print_table(self, train_accuracies, train_losses, test_accuracies, test_losses):
-        print("\nEpoch\tTrain Accuracy\tTrain Loss\tTest Accuracy\tTest Loss (Table):")
-        for i, (train_acc, train_loss, test_acc, test_loss) in enumerate(zip(train_accuracies, train_losses, test_accuracies, test_losses), 1):
-            print(f"{i}\t{train_acc:.2%}\t\t{train_loss:.4f}\t\t{test_acc:.2%}\t\t{test_loss:.4f}")
-
-    def _print_progress_bar(self, iteration, total, prefix='', suffix='', length=30, fill='█'):
-        percent = min(100.0, max(0.0, 100 * (iteration / float(total))))
-        percent_string = "{0:.2f}".format(percent)
-        filled_length = int(length * iteration // total)
-        bar = fill * filled_length + ' ' * (length - filled_length)
-        print(f'\r    {prefix} |{bar}| {percent_string}% {suffix}', end='\r')
-
-    def _filter_word_weights(self):
-        for word, weights in list(self.word_weights.items()):
-            total_weight = weights['ones'] + weights['zero']
-            if (total_weight < self.min_quantity or total_weight > self.max_quantity * max(self.total_counts.values())):
-                del self.word_weights[word]
-
-    def _get_data_for_word(self, word, category):
-        data = []
-        if isinstance(self.word_weights[word][category], list):
-            for lst in self.word_weights[word][category]:
-                data.append(lst)
-        return data
-
-    def predict(self, new_list):
-        ones_log_prob = self._calculate_category_log_prob(new_list, 'ones')
-        zero_log_prob = self._calculate_category_log_prob(new_list, 'zero')
-        if ones_log_prob > zero_log_prob:
-            return 1
-        else:
-            return 0
-
-    def _update_weights(self, lst, category):
-        correct_prediction = 0
-        for i, word in enumerate(lst):
-            position_encoding = min(i / len(lst), 1.0)
-            word_frequency = self.word_weights[word][category]
-            learning_rate = self.learning_rate / (word_frequency + 1)
-            self.word_weights[word][category] += learning_rate * self.class_weights[category] * position_encoding
-            self.total_counts[category] += learning_rate
-            prediction = self.predict([word])
-            correct_prediction += 1 if prediction == int(category == 'ones') else 0
-        return correct_prediction
-
-    def _calculate_loss(self, lst, category):
-        loss = 0.0
-        for word in lst:
-            if word in self.word_weights:
-                word_weight_category = self.word_weights[word][category]
-                total_weight_category = self.total_counts[category]
-                prob = (word_weight_category + 1) / (total_weight_category + len(self.word_weights))
-                loss += -math.log(prob)
-        return loss
-
-    def _calculate_category_log_prob(self, lst, category):
-        log_prob = 0.0
-        for word in lst:
-            if word in self.word_weights:
-                word_weight_category = self.word_weights[word][category]
-                total_weight_category = self.total_counts[category]
-                prob = (word_weight_category + 1) / (total_weight_category + len(self.word_weights))
-                log_prob += math.log(prob)
-        log_prob += math.log(self.prior_probs[category] + 1e-10)
-        return log_prob

README.md

@@ -1,22 +1,170 @@
 # PYAS (Python Antivirus Software)
+
 ![PYAS](https://github.com/87owo/PYAS/assets/85057800/153bcad9-18ab-4c81-bcb6-186434d0ef1b)
 
+## File Information
+
+PYAS.py -> Main PYAS Program (including animation, scanning, protection functions, etc.)
+
+PYAS_Engine.py -> Conversion Database (used to convert database dict and list to and from each other)
+
+PYAS_Extension.py -> File Extension (including scanned file extensions and common file extensions)
+
+PYAS_Model.* -> Virus Database (the virus database must be placed in the same directory)
+
+PYAS_Interface.py -> PyQt5 Interface (designed by QT designer, must be matched with the main program)
+
+PYAS_Resource.py -> PyQt5 Resource (status pictures, icon packages, button icons, etc.)
+
+PYAS_Language.py -> Translate Dict (Traditional Chinese, Simplified Chinese, English)
+
+PYAS_Version.py -> Pyinstaller Info (file information, version information, original name, etc.)
+
+## Requirements
+
+Use pip install requirements to install import module
+
+```
+psutil==5.9.5
+pefile==2023.2.7
+requests==2.31.0
+pyperclip==1.8.2
+pywin32==306
+PyQt5==5.15.9
+```
+
+## Hash Scanning
+
+Use Qihoo 360 cloud service to scan known malicious files
+
+```
+import hashlib, requests
+import xml.etree.ElementTree as xmlet
+
+def hash_scan(file):
+    try:
+        with open(file, "rb") as f:
+            text = str(hashlib.md5(f.read()).hexdigest())
+        strBody = f'-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="md5s"\r\n\r\n{text}\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="format"\r\n\r\nXML\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="product"\r\n\r\n360zip\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="combo"\r\n\r\n360zip_main\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="v"\r\n\r\n2\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="osver"\r\n\r\n5.1\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="vk"\r\n\r\na03bc211\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="mid"\r\n\r\n8a40d9eff408a78fe9ec10a0e7e60f62\r\n-------------------------------7d83e2d7a141e--'
+        response = requests.post('http://qup.f.360.cn/file_health_info.php', data=strBody, timeout=3)
+        if response.status_code == 200:
+            level = float(xmlet.fromstring(response.text).find('.//e_level').text)
+            if level > 50:
+                return "Virus"
+            elif level <= 10:
+                return "Safe"
+            return "Unknown"
+        return f"Error: {response.status_code}"
+    except Exception as e:
+        return f"Error: {e}"
+
+info = hash_scan("path to file")
+print(info)
+```
+
+## Pefile Scanning
+
+Get the pefile file function import table for scanning
+
+```
+import pefile
+
+def pe_scan(file):
+    try:
+        fn = []
+        with pefile.PE(file) as pe:
+            for entry in pe.DIRECTORY_ENTRY_IMPORT:
+                for func in entry.imports:
+                    try:
+                        fn.append(str(func.name, "utf-8"))
+                    except:
+                        pass
+            if fn in known_malicious_list:
+                return "Virus"
+            return "Safe"
+        return "Unknown"
+    except Exception as e:
+        return f"Error: {e}"
+
+info = pe_scan("path to file")
+print(info)
+```
+
+## Process Detect
+
+Show the new process name, file path, cmd line, pid
+
+```
+import psutil, time
+
+def proc_detect():
+    existing_processes = set()
+    for p in psutil.process_iter():
+        if p.pid not in existing_processes:
+            existing_processes.add(p.pid)
+    while True:
+        time.sleep(0.1)
+        for p in psutil.process_iter():
+            try:
+                if p.pid not in existing_processes:
+                    existing_processes.add(p.pid)
+                    name, file, cmd = p.name(), p.exe(), p.cmdline()
+                    print(f"Name: {name}")
+                    print(f"File: {file}")
+                    print(f"Pid: {p.pid}")
+                    print(f"Cmd: {cmd}")
+            except:
+                pass
+
+proc_detect()
+```
+
+## File Detect
+
+Monitor file changes under the specified path
+
+```
+import os, win32file, win32con
+
+def file_detect(path):
+    hDir = win32file.CreateFile(path,win32con.GENERIC_READ,win32con.FILE_SHARE_READ|win32con.FILE_SHARE_WRITE|win32con.FILE_SHARE_DELETE,None,win32con.OPEN_EXISTING,win32con.FILE_FLAG_BACKUP_SEMANTICS,None)
+    while True:
+        for action, file in win32file.ReadDirectoryChangesW(hDir,10485760,True,win32con.FILE_NOTIFY_CHANGE_FILE_NAME|win32con.FILE_NOTIFY_CHANGE_DIR_NAME|win32con.FILE_NOTIFY_CHANGE_ATTRIBUTES|win32con.FILE_NOTIFY_CHANGE_SIZE|win32con.FILE_NOTIFY_CHANGE_LAST_WRITE|win32con.FILE_NOTIFY_CHANGE_SECURITY,None,None):
+            try:
+                fpath = os.path.join(path, file)
+                if action == 1:
+                    print(f"File Create: {fpath}")
+                elif action == 2:
+                    print(f"File Delete: {fpath}")
+                elif action == 3:
+                    print(f"File Modify: {fpath}")
+                elif action == 4:
+                    print(f"File Rename: {fpath}")
+                elif action == 5:
+                    print(f"File Rename: {fpath}")
+            except:
+                pass
+
+file_detect("path")
+```
+
 ## Official Website
-https://pyantivirus.wixsite.com/pyas , https://github.com/87owo/PYAS
+
+https://pyantivirus.wixsite.com/pyas
+
+https://github.com/87owo/PYAS
+
+## MIT license
 
-## MIT License
 https://github.com/87owo/PYAS/blob/main/LICENSE.md
 
 ## Support System
+
 Windows 8.1, 10, 11 (64-bit), Ram 1GB, Rom 1GB or higher
 
-## Requirements
-psutil==5.9.5, pefile==2023.2.7, requests==2.31.0, pyperclip==1.8.2, pywin32==306, PyQt5==5.15.9
-
-## Import Module
-os, gc, sys, time, json, psutil, hashlib, pefile, socket, msvcrt, requests, pyperclip, win32file, win32gui, win32api, win32con, xml, PYAS_Function, PYAS_Function_Safe, PYAS_Extension, PYAS_Language, PYAS_Interface, threading, PyQt5
+Other systems may experience software malfunctions or crash
 
 ## Special Thanks
-360, Wix, VirusShare, mtkiao129, LenStevens, AV-T Team of LisectGroup
+360, Wix, VirusShare, mtkiao129, AV-T Team of LisectGroup
 
-Copyright© 2020~2023 PYAS Security By 87owo
+Copyright© 2020~2024 PYAS Security By 87owo