count PI number in threaded version

threaded_PI_count_script.py

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+from typing import Dict
+import random
+from datetime import datetime
+from multiprocessing import Pool
+
+
+ACCURACY = 10 ** 8  # our ACCURACY to count PI
+PROC_NUMBER = 5
+
+
+def dots_in_circle(n: int) -> Dict[str, int]:
+
+    inside, outside, one = 0, 0, 0
+    for step in range(int(ACCURACY*n/PROC_NUMBER), int(ACCURACY*(n+1)/PROC_NUMBER)):
+        x = random.randint(0, ACCURACY)/ACCURACY  # 0 < x < 1
+        y = random.randint(0, ACCURACY)/ACCURACY  # 0 < y < 1
+
+        # dot inside circle or outside it
+        if x**2 + y**2 < 1:
+            inside += 1
+        elif x**2 + y**2 == 1:
+            one += 1
+        else:
+            outside += 1
+    print(f'dots inside: {inside}, all dots: {outside}', f'On line: {one}')
+    return {'inside': inside, 'outside': outside, 'ONE': one}
+
+
+now = datetime.now()
+
+nums = range(0, PROC_NUMBER)
+
+processes = Pool(processes=PROC_NUMBER)
+all_dots = processes.map(dots_in_circle, nums)
+processes.close()
+
+dots_inside_circle, dots_outside_circle, dots_on_circle_line = 0, 0, 0
+
+for item in all_dots:
+    dots_inside_circle += item["inside"]
+    dots_on_circle_line += item["ONE"]
+    dots_outside_circle += item["outside"]
+
+end = datetime.now()
+print('execution time (seconds):', (end-now).seconds)
+print(f'dots inside: {dots_inside_circle}, dots outside: {dots_outside_circle}, On line: {dots_on_circle_line}')
+print(dots_inside_circle/ACCURACY*4)