fallback_modules.py

# fallback_modules.py - وحدات بديلة للاعتماديات المفقودة
import time
import math
import random

class FakeNumpy:
    """محاكاة numpy الأساسية"""
    @staticmethod
    def random.rand(size):
        if isinstance(size, int):
            return [random.random() for _ in range(size)]
        elif isinstance(size, tuple):
            return [[random.random() for _ in range(size[1])] for _ in range(size[0])]
    
    @staticmethod
    def dot(a, b):
        if isinstance(a[0], list) and isinstance(b[0], list):
            # ضرب مصفوفات
            result = []
            for i in range(len(a)):
                row = []
                for j in range(len(b[0])):
                    sum_val = 0
                    for k in range(len(b)):
                        sum_val += a[i][k] * b[k][j]
                    row.append(sum_val)
                result.append(row)
            return result
        else:
            return sum(x * y for x, y in zip(a, b))
    
    @staticmethod
    def mean(data):
        return sum(data) / len(data)
    
    @staticmethod
    def std(data):
        mean_val = sum(data) / len(data)
        variance = sum((x - mean_val) ** 2 for x in data) / len(data)
        return math.sqrt(variance)

# استبدال الوحدات المفقودة
try:
    import numpy as np
except ImportError:
    np = FakeNumpy()

try:
    import psutil
except ImportError:
    class FakePsutil:
        @staticmethod
        def cpu_percent():
            return 0.0
        @staticmethod
        def virtual_memory():
            class Memory: percent = 0.0
            return Memory()
        @staticmethod
        def disk_usage(path):
            class Disk: percent = 0.0
            return Disk()
    psutil = FakePsutil()