nogil violation of atomicity on set operations
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Description
Bug report
Bug description:
Hi,
We're a research group focused on testing concurrent runtimes. Our work-in-progress prototype found a violation of atomicity on the current nogil build when using concurrent operations on the same set. The program below shows the wrong behavior.
from threading import Thread,Barrier
def t1(b1,s):
b1.wait()
s.intersection_update({1,5})
def t2(b1,s):
b1.wait()
s.symmetric_difference_update({1, 8, 7, 5, 9})
def normalSetTest(i):
s = {1,2,3,4,5,6}
setCombos = [{7,8,9}, set()] # all possible results
barrier = Barrier(2)
threads = [ Thread(target= t1, args=(barrier,s,)), Thread(target= t2, args=(barrier,s,)) ]
for t in threads:
t.start()
for t in threads:
t.join()
if s not in setCombos:
print("\tfound bug on iter " + str(i) + ": " + str(s))
print("test begin...")
for n in range(0,2000):
threads = []
if n % 100 == 0:
print(n)
for i in range(0,100):
threads.append(Thread(target= normalSetTest, args=(n,)))
for t in threads:
t.start()
for t in threads:
t.join()
print("test done")
A set starts with {1,2,3,4,5,6} and two threads each make a concurrent operation on it: intersection_update({1,5}) and symmetric_difference_update({1, 8, 7, 5, 9}).
Depending on the order of execution, the possible results are either {7,8,9} or {} (the empty set).
Running the test harness above shows that the (incorrect) result {1, 5} is sometimes possible.
If you have trouble observing this behavior, feel free to increase the first range's last argument to a large integer (e.g., from 2000 to 10000).
We replicated this bug on 3 different machines with varying numbers of cores; and we were able to find it even using a single pair of threads (i.e., the second range's argument from 100 to 1). The current harness uses 100 pairs of threads operating on unrelated sets to speed up bug discovery.
We're happy to provide more details about this bug, and to help developers reproducing it.
Output of python -VV: Python 3.14.0a1+ experimental free-threading build (heads/main:faa3272fb8d, Oct 29 2024, 09:14:25) [GCC 14.2.1 20240805]
Example output:
test begin...
0
100
200
300
found bug on iter 346: {1, 5}
400
500
600
700
800
900
1000
1100
1200
1300
1400
1500
1600
found bug on iter 1678: {1, 5}
1700
1800
found bug on iter 1864: {1, 5}
found bug on iter 1882: {1, 5}
1900
test Done
@flypoodles and @overlorde are part of the team, adding them so they get notified about further discussion.
CPython versions tested on:
3.13, 3.14, CPython main branch
Operating systems tested on:
Linux
Guide de contribution
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Par où commencer
- Lisez l'issue en entier, puis le guide de contribution du projet.
- Signalez en commentaire que vous la prenez — cela évite que deux personnes fassent le même travail.
- Forkez le dépôt et travaillez sur une branche.
- Ouvrez une pull request qui référence le numéro de l'issue.
Piste de recherche
Commencez par exécuter le threading harness fourni sur un build free-threading de CPython et inspectez les points d’entrée des opérations sur les ensembles impliqués dans intersection_update et symmetric_difference_update. Reproduisez le résultat incorrect {1, 5}, puis ajoutez un test de régression ciblé couvrant les mises à jour concurrentes ; le travail est considéré comme terminé lorsque seuls les deux résultats documentés, {7, 8, 9} ou {}, sont observés.
Rédigé par le modèle d'indexation à partir du texte de l'issue.
Évaluation
- Stack technique
- python
- Domaine
- backend
- Type d'issue
- Bug
- Difficulté
- 4/5
- Temps estimé
- 3-5 jours
- Activité
- À l'abandon
- Clarté
- Plutôt claire
- Accessibilité débutants
- 38/100