In [1]:
import threading
import time
In [3]:
def stopky(cas):
nazov = threading.current_thread().name
for i in range(cas):
print(f'{nazov}: {i} s')
time.sleep(1)
In [4]:
stopky(5)
MainThread: 0 s MainThread: 1 s MainThread: 2 s MainThread: 3 s MainThread: 4 s
In [5]:
threading.Thread(stopky)
--------------------------------------------------------------------------- AssertionError Traceback (most recent call last) Cell In[5], line 1 ----> 1 threading.Thread(stopky) File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\ipykernel\ipkernel.py:769, in IPythonKernel._initialize_thread_hooks.<locals>.init_closure(self, *args, **kwargs) 768 def init_closure(self: threading.Thread, *args, **kwargs): --> 769 _threading_Thread__init__(self, *args, **kwargs) 770 self._ipykernel_parent_thread_ident = threading.get_ident() File C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\threading.py:879, in Thread.__init__(self, group, target, name, args, kwargs, daemon) 856 def __init__(self, group=None, target=None, name=None, 857 args=(), kwargs=None, *, daemon=None): 858 """This constructor should always be called with keyword arguments. Arguments are: 859 860 *group* should be None; reserved for future extension when a ThreadGroup (...) 877 878 """ --> 879 assert group is None, "group argument must be None for now" 880 if kwargs is None: 881 kwargs = {} AssertionError: group argument must be None for now
In [7]:
vlakno = threading.Thread(target=stopky)
In [9]:
vlakno.is_alive() #vlakno este nebezi
Out[9]:
False
In [10]:
vlakno.start()
Exception in thread Thread-6 (stopky):
Traceback (most recent call last):
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\threading.py", line 1045, in _bootstrap_inner
self.run()
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\ipykernel\ipkernel.py", line 766, in run_closure
_threading_Thread_run(self)
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\threading.py", line 982, in run
self._target(*self._args, **self._kwargs)
TypeError: stopky() missing 1 required positional argument: 'cas'
In [11]:
vlakno = threading.Thread(target=stopky, args = 5)
vlakno.start()
Exception in thread Thread-7 (stopky):
Traceback (most recent call last):
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\threading.py", line 1045, in _bootstrap_inner
self.run()
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\ipykernel\ipkernel.py", line 766, in run_closure
_threading_Thread_run(self)
File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\threading.py", line 982, in run
self._target(*self._args, **self._kwargs)
TypeError: __main__.stopky() argument after * must be an iterable, not int
In [12]:
vlakno = threading.Thread(target=stopky, args = [5])
vlakno.start()
Thread-8 (stopky): 0 s Thread-8 (stopky): 1 s Thread-8 (stopky): 2 s Thread-8 (stopky): 3 s Thread-8 (stopky): 4 s
In [13]:
vlakno = threading.Thread(target=stopky, args = (5,) )
vlakno.start()
Thread-9 (stopky): 0 s Thread-9 (stopky): 1 s Thread-9 (stopky): 2 s Thread-9 (stopky): 3 s Thread-9 (stopky): 4 s
In [15]:
vlakno.join()
In [16]:
vlakno.is_alive()
Out[16]:
False
In [20]:
vlakna = [threading.Thread(target=stopky, args = (5,) ) for _ in range(7)]
In [21]:
for vlakno in vlakna:
vlakno.start() #spusti
print(vlakna[0].is_alive())
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
Thread-17 (stopky): 0 s Thread-18 (stopky): 0 s Thread-19 (stopky): 0 s Thread-20 (stopky): 0 s Thread-21 (stopky): 0 s Thread-22 (stopky): 0 s Thread-23 (stopky): 0 s True Thread-17 (stopky): 1 s Thread-19 (stopky): 1 s Thread-18 (stopky): 1 s Thread-22 (stopky): 1 s Thread-20 (stopky): 1 s Thread-21 (stopky): 1 s Thread-23 (stopky): 1 s Thread-17 (stopky): 2 s Thread-18 (stopky): 2 s Thread-19 (stopky): 2 s Thread-21 (stopky): 2 s Thread-22 (stopky): 2 s Thread-20 (stopky): 2 s Thread-23 (stopky): 2 s Thread-17 (stopky): 3 s Thread-18 (stopky): 3 s Thread-19 (stopky): 3 s Thread-21 (stopky): 3 s Thread-20 (stopky): 3 s Thread-22 (stopky): 3 s Thread-23 (stopky): 3 s Thread-18 (stopky): 4 s Thread-19 (stopky): 4 s Thread-20 (stopky): 4 s Thread-21 (stopky): 4 s Thread-23 (stopky): 4 s Thread-17 (stopky): 4 s Thread-22 (stopky): 4 s
In [22]:
vlakna = [threading.Thread(target=stopky, args = (5,), name=f'stopky-{i+1}' ) for i in range(7)]
for vlakno in vlakna:
vlakno.start() #spusti
print(vlakna[0].is_alive())
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
stopky-1: 0 s stopky-2: 0 s stopky-3: 0 s stopky-4: 0 s stopky-5: 0 s stopky-6: 0 s stopky-7: 0 s True stopky-1: 1 s stopky-5: 1 s stopky-3: 1 s stopky-2: 1 s stopky-4: 1 s stopky-7: 1 s stopky-6: 1 s stopky-1: 2 s stopky-3: 2 s stopky-4: 2 s stopky-6: 2 s stopky-7: 2 s stopky-2: 2 s stopky-5: 2 s stopky-1: 3 s stopky-3: 3 s stopky-4: 3 s stopky-6: 3 s stopky-5: 3 s stopky-2: 3 s stopky-7: 3 s stopky-1: 4 s stopky-3: 4 s stopky-6: 4 s stopky-4: 4 s stopky-5: 4 s stopky-2: 4 s stopky-7: 4 s
Race Condition¶
In [23]:
zdielana = 0
def pocitaj1(pocet):
for _ in range(pocet):
zdielana += 1
In [24]:
pocitaj1(100)
--------------------------------------------------------------------------- UnboundLocalError Traceback (most recent call last) Cell In[24], line 1 ----> 1 pocitaj1(100) Cell In[23], line 5, in pocitaj1(pocet) 3 def pocitaj1(pocet): 4 for _ in range(pocet): ----> 5 zdielana += 1 UnboundLocalError: cannot access local variable 'zdielana' where it is not associated with a value
In [25]:
zdielana = 0
def pocitaj1(pocet):
global zdielana
for _ in range(pocet):
zdielana += 1
In [26]:
pocitaj1(100)
zdielana
Out[26]:
100
Uloha Spustite 10 vlakien a v kazdom pripocitajte 100 ...
In [27]:
%%time
zdielana = 0
def pocitaj1(pocet):
global zdielana
for _ in range(pocet):
zdielana += 1
vlakna = [threading.Thread(target=pocitaj1, args = (100,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
print(vlakna[0].is_alive())
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
False CPU times: total: 0 ns Wall time: 2.97 ms
In [31]:
%%time
zdielana = 0
def pocitaj1(pocet):
global zdielana
for _ in range(pocet):
zdielana += 1
vlakna = [threading.Thread(target=pocitaj1, args = (100_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
print(vlakna[0].is_alive())
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
True CPU times: total: 58.4 s Wall time: 58.3 s
Out[31]:
1000000000
In [32]:
%%time
zdielana = 0
def pocitaj1(pocet):
global zdielana
for _ in range(pocet):
zdielana += 1
vlakna = [threading.Thread(target=pocitaj1, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
for _ in range(30):
print(zdielana)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
40319604 53399562 64111119 74458739 82945799 93279191 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 100000000 CPU times: total: 6.11 s Wall time: 18.2 s
Out[32]:
100000000
In [35]:
[1 if vlakno.is_alive() else 0 for vlakno in vlakna]
Out[35]:
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
In [40]:
%%time
zdielana = 0
def pocitaj1(pocet):
global zdielana
for _ in range(pocet):
zdielana += 1
vlakna = [threading.Thread(target=pocitaj1, args = (100_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
27651033 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 45344266 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 61545252 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 72378111 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 81565452 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 93279845 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 104503443 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 114378097 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 130499181 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 144758424 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 164638232 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 173311926 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 183019112 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 192189297 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 206682673 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 217806573 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 226366458 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 238722621 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 247277491 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 260221885 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 270911458 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 290887624 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 300825486 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 315020328 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 332429087 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 343303406 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 356467533 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 370410646 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 381663081 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 395942791 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 416315294 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 434331499 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 448815162 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 462183562 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 477720761 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 495530312 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 518653802 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 527493803 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 536560849 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 546524409 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 557500809 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 566117546 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 579816806 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 594820744 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 615492412 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 629921164 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 644210891 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 653378441 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 664909135 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 677324530 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 685938412 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 697225324 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 705777807 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 718088164 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 730903959 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 745159147 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 754418990 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 765453923 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 780691578 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 789552308 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 798407629 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 806976135 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 819550278 [1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 829430913 [1, 1, 1, 1, 0, 0, 1, 1, 1, 1] 838771812 [1, 1, 1, 1, 0, 0, 1, 1, 1, 1] 847351460 [1, 1, 1, 1, 0, 0, 1, 1, 1, 1] 856177807 [1, 1, 1, 1, 0, 0, 1, 1, 1, 1] 867922812 [1, 1, 1, 1, 0, 0, 1, 1, 1, 1] 878921170 [1, 1, 1, 1, 0, 0, 1, 1, 0, 1] 892055071 [1, 1, 0, 1, 0, 0, 1, 1, 0, 0] 902233088 [1, 1, 0, 0, 0, 0, 1, 1, 0, 0] 917567887 [1, 1, 0, 0, 0, 0, 1, 1, 0, 0] 931660687 [1, 1, 0, 0, 0, 0, 1, 1, 0, 0] 943196226 [1, 1, 0, 0, 0, 0, 1, 1, 0, 0] 952086043 [1, 1, 0, 0, 0, 0, 1, 1, 0, 0] 960647586 [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] 969228633 [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] 979203723 [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] 988141172 [1, 0, 0, 0, 0, 0, 0, 1, 0, 0] 996720021 [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] 1000000000 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 58.8 s Wall time: 59.6 s
Out[40]:
1000000000
Od Python verzie 3.10 pripočítavanie jedničky funguje správne
In [41]:
%%time
zdielana = 0
def pocitajInt(pocet):
global zdielana
for _ in range(pocet):
zdielana += int(1) #uz nie je atomicka operacia
vlakna = [threading.Thread(target=pocitajInt, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
3314781 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 5013809 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 5989888 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 6964276 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7660432 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 8777473 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9891662 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 11276529 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 12972871 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 12392873 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 12666589 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 14930336 [1, 0, 1, 0, 1, 0, 1, 1, 1, 1] 15632788 [1, 0, 1, 0, 1, 0, 1, 1, 1, 1] 15815142 [1, 0, 1, 0, 0, 0, 0, 1, 1, 1] 14622772 [0, 0, 0, 0, 0, 0, 0, 1, 1, 1] 18617264 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 11.4 s Wall time: 12 s
Out[41]:
18617264
In [42]:
zdielana = 0
pocitajInt(12345)
zdielana
Out[42]:
12345
In [43]:
%%time
zdielana = 0
def pocitajInt(pocet):
global zdielana
for _ in range(pocet):
zdielana += int(1) #uz nie je atomicka operacia
vlakna = [threading.Thread(target=pocitajInt, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
3592548 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 5363913 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 6504033 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7039480 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7754970 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9822779 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10519264 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 12190384 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 13571425 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10569666 [0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 15792379 [0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 16602619 [0, 0, 1, 0, 1, 1, 1, 1, 1, 1] 16795388 [0, 0, 1, 0, 1, 1, 1, 1, 1, 1] 18173023 [0, 0, 0, 0, 1, 1, 1, 1, 0, 0] 20277616 [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] 20558976 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 11.6 s Wall time: 12.4 s
Out[43]:
20558976
In [44]:
%%time
zdielana = 0
def pocitajInt(pocet):
global zdielana
for _ in range(pocet):
zdielana += int(1) #uz nie je atomicka operacia
vlakna = [threading.Thread(target=pocitajInt, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
5199777 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 4605891 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 3753522 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 5588232 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7406725 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7799933 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 8117671 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9463945 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10266751 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 11346907 [1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9513798 [1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 10376466 [1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 15047680 [0, 1, 0, 0, 1, 1, 1, 1, 0, 1] 14212022 [0, 0, 0, 0, 1, 1, 1, 1, 0, 1] 16099824 [0, 0, 0, 0, 0, 1, 1, 1, 0, 0] 18175478 [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] 19419845 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 11.5 s Wall time: 12.2 s
Out[44]:
19419845
threading.Lock¶
In [45]:
%%time
zdielana = 0
def pocitajInt(pocet):
global zdielana
for _ in range(pocet):
with zamok:
zdielana += int(1) #uz nie je atomicka operacia
vlakna = [threading.Thread(target=pocitajInt, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
zamok = threading.Lock()
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
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[0, 0, 1, 1, 1, 1, 1, 1, 1, 1] 95479696 [0, 0, 1, 1, 1, 1, 1, 1, 1, 1] 95558251 [0, 0, 1, 0, 1, 1, 1, 1, 1, 1] 95634800 [0, 0, 1, 0, 1, 1, 1, 1, 1, 1] 95704081 [0, 0, 1, 0, 1, 1, 1, 1, 1, 1] 95781354 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 95860109 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 95930479 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96003961 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96069812 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96137432 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96207434 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96278341 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96355834 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96437402 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96510575 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96585237 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96666155 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96748904 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96831805 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96913470 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 96991242 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 97073066 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97156231 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97240774 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97321828 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97404640 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97487677 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97570002 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97653359 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97734038 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97817589 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97901435 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 97983345 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98067738 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98151029 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98231839 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98315713 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98400441 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98484109 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98568374 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98651551 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98730704 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98813956 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98897071 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 98981186 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99064237 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99146760 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99230837 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99314101 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99397973 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99481276 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99564397 [0, 0, 0, 0, 1, 1, 1, 0, 1, 1] 99759618 [0, 0, 0, 0, 0, 0, 1, 0, 1, 1] 100000000 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 17min 7s Wall time: 10min 4s
Out[45]:
100000000
In [46]:
%%time
zdielana = 0
def pocitajInt(pocet):
global zdielana
with zamok:
for _ in range(pocet):
zdielana += int(1) #uz nie je atomicka operacia
vlakna = [threading.Thread(target=pocitajInt, args = (10_000_000,), name=f'pocit-{i+1}' ) for i in range(10)]
zamok = threading.Lock()
for vlakno in vlakna:
vlakno.start() #spusti
aktivne = [1]
while sum(aktivne) > 0:
aktivne = [1 if vlakno.is_alive() else 0 for vlakno in vlakna]
print(zdielana, aktivne)
time.sleep(0.5)
for vlakno in vlakna:
vlakno.join() #pocka na skoncenie
zdielana
2701792 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 7010620 [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 11598406 [0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 15864507 [0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 20467208 [0, 0, 1, 1, 1, 1, 1, 1, 1, 1] 24824810 [0, 0, 1, 1, 1, 1, 1, 1, 1, 1] 29095938 [0, 0, 1, 1, 1, 1, 1, 1, 1, 1] 33513731 [0, 0, 0, 1, 1, 1, 1, 1, 1, 1] 37564372 [0, 0, 0, 1, 1, 1, 1, 1, 1, 1] 41791760 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 46013277 [0, 0, 0, 0, 1, 1, 1, 1, 1, 1] 50485601 [0, 0, 0, 0, 0, 1, 1, 1, 1, 1] 54682903 [0, 0, 0, 0, 0, 1, 1, 1, 1, 1] 58880191 [0, 0, 0, 0, 0, 1, 1, 1, 1, 1] 62970539 [0, 0, 0, 0, 0, 0, 1, 1, 1, 1] 67296994 [0, 0, 0, 0, 0, 0, 1, 1, 1, 1] 71467470 [0, 0, 0, 0, 0, 0, 0, 1, 1, 1] 75721276 [0, 0, 0, 0, 0, 0, 0, 1, 1, 1] 79918953 [0, 0, 0, 0, 0, 0, 0, 1, 1, 1] 84110182 [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] 88297643 [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] 92461013 [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] 96637609 [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] 100000000 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CPU times: total: 12.1 s Wall time: 12.6 s
Out[46]:
100000000
In [ ]: