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116 changes: 109 additions & 7 deletions main.py
Original file line number Diff line number Diff line change
@@ -1,16 +1,118 @@
from multiprocessing import Process, Pool, Queue, Lock, Value
import random
import time


def element(index, A, B):
def element(index, matrix1, matrix2):
"""получаем элемент произведения строки и столбца"""
i, j = index
res = 0
# get a middle dimension
N = len(A[0]) or len(B)
N = len(matrix1[0]) or len(matrix2)
for k in range(N):
res += A[i][k] * B[k][j]
res += matrix1[i][k] * matrix2[k][j]
return res

def read_matrix(filename):
"""читаем матрицу из файла в список списков с типом элементов float"""
try:
with open (filename, "r") as matrix_file:
matrix = []
for line in matrix_file.readlines():
matrix.append([float(el) for el in line.split()])
except:
matrix = []
return matrix

def write_matrix(filename, matrix):
"""Записываем матрицу в файл"""

with open (filename, "w") as matrix_file:
matrix = "\r".join([' '.join(row) for row in [[str(element) for element in row] for row in matrix]])
matrix_file.write(matrix)
return

def write_element(filename, index, value, lock):
"""Записываем отдельный элемент по индексу в файл матрицы"""
i, j = index
with lock:
matrix = read_matrix(filename)
if len(matrix) <= i:
for _ in range(i - len(matrix) + 1):
matrix.append([])
if len(matrix[i]) <= j:
for _ in range(j - len(matrix[i]) + 1):
matrix[i].append(0)
matrix[i][j] = value
write_matrix(filename, matrix)
return

def write_immediately(args):
"""вычисление текущего элемента и его немедленная запись в файл"""
filename, index, matrix1, matrix2 = args
value = element(index, matrix1, matrix2)
write_element(filename, index, value, lock)
return value

def create_arguments(filename, matrix1, matrix2):
"""создание аргументов для pool'а процессов"""
indexes = []
for i in range(len(matrix1)):
for j in range(len(matrix2[0])):
indexes.append([filename, (i, j), matrix1, matrix2])
return indexes

def generate_matrix(size, start, end):
"""генерация случайной целочисленной матрицы"""
return [[random.randint(start, end) for _ in range(size)] for _ in range(size)]

def queue_creating(que, matrix_size = 2, start = 0, end = 5):
while True:
matrix = generate_matrix(matrix_size, start, end)
filename = f"matrix{time.time()}.txt"
write_matrix(filename, matrix)
que.put(filename)
time.sleep(5)

def init(l):
global lock
lock = l

def matrix_multiplier(que, run):
while True:
if run.value:
matrix1 = read_matrix(que.get())
matrix2 = read_matrix(que.get())
filename = f"mul_matrix{time.time()}.txt"
indexes = create_arguments(filename, matrix1, matrix2)

l = Lock()
proc_count = len(matrix1) + len(matrix2[0])
pool = Pool(processes = proc_count, initializer = init, initargs=(l,))

pool.map(write_immediately, indexes)
pool.close()
pool.join()

que.put(filename)


matrix1 = [[1, 2], [3, 4]]
matrix2 = [[2, 0], [1, 2]]
if __name__ == '__main__':
matrix_q = Queue()
run = Value('i', 1)
queue_process = Process(target=queue_creating, args=[matrix_q])
queue_process.start()
multiplier_process = Process(target=matrix_multiplier, args=[matrix_q, run])
multiplier_process.start()
proc_list = [queue_process, multiplier_process]

print(element((1, 0), matrix1, matrix2))
print("stop - stop multiplication\nexit - to shutdown")
while True:
cmd = input()
if cmd == "stop":
run.value = not run.value
elif cmd == "exit":
for proc in proc_list:
proc.terminate()
break
else:
pass