gh-116738: Make _heapq module thread-safe (#135036)
Use critical sections to make heapq methods that update the heap thread-safe when the GIL is disabled. --------- Co-authored-by: mpage <mpage@meta.com>
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Lib/test/test_free_threading/test_heapq.py
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240
Lib/test/test_free_threading/test_heapq.py
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@ -0,0 +1,240 @@
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import unittest
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import heapq
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from enum import Enum
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from threading import Thread, Barrier
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from random import shuffle, randint
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from test.support import threading_helper
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from test import test_heapq
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NTHREADS = 10
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OBJECT_COUNT = 5_000
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class Heap(Enum):
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MIN = 1
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MAX = 2
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@threading_helper.requires_working_threading()
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class TestHeapq(unittest.TestCase):
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def setUp(self):
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self.test_heapq = test_heapq.TestHeapPython()
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def test_racing_heapify(self):
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heap = list(range(OBJECT_COUNT))
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shuffle(heap)
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self.run_concurrently(
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worker_func=heapq.heapify, args=(heap,), nthreads=NTHREADS
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)
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self.test_heapq.check_invariant(heap)
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def test_racing_heappush(self):
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heap = []
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def heappush_func(heap):
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for item in reversed(range(OBJECT_COUNT)):
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heapq.heappush(heap, item)
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self.run_concurrently(
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worker_func=heappush_func, args=(heap,), nthreads=NTHREADS
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)
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self.test_heapq.check_invariant(heap)
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def test_racing_heappop(self):
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heap = self.create_heap(OBJECT_COUNT, Heap.MIN)
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# Each thread pops (OBJECT_COUNT / NTHREADS) items
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self.assertEqual(OBJECT_COUNT % NTHREADS, 0)
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per_thread_pop_count = OBJECT_COUNT // NTHREADS
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def heappop_func(heap, pop_count):
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local_list = []
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for _ in range(pop_count):
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item = heapq.heappop(heap)
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local_list.append(item)
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# Each local list should be sorted
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self.assertTrue(self.is_sorted_ascending(local_list))
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self.run_concurrently(
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worker_func=heappop_func,
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args=(heap, per_thread_pop_count),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(heap), 0)
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def test_racing_heappushpop(self):
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heap = self.create_heap(OBJECT_COUNT, Heap.MIN)
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pushpop_items = self.create_random_list(-5_000, 10_000, OBJECT_COUNT)
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def heappushpop_func(heap, pushpop_items):
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for item in pushpop_items:
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popped_item = heapq.heappushpop(heap, item)
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self.assertTrue(popped_item <= item)
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self.run_concurrently(
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worker_func=heappushpop_func,
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args=(heap, pushpop_items),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(heap), OBJECT_COUNT)
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self.test_heapq.check_invariant(heap)
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def test_racing_heapreplace(self):
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heap = self.create_heap(OBJECT_COUNT, Heap.MIN)
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replace_items = self.create_random_list(-5_000, 10_000, OBJECT_COUNT)
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def heapreplace_func(heap, replace_items):
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for item in replace_items:
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heapq.heapreplace(heap, item)
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self.run_concurrently(
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worker_func=heapreplace_func,
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args=(heap, replace_items),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(heap), OBJECT_COUNT)
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self.test_heapq.check_invariant(heap)
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def test_racing_heapify_max(self):
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max_heap = list(range(OBJECT_COUNT))
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shuffle(max_heap)
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self.run_concurrently(
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worker_func=heapq.heapify_max, args=(max_heap,), nthreads=NTHREADS
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)
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self.test_heapq.check_max_invariant(max_heap)
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def test_racing_heappush_max(self):
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max_heap = []
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def heappush_max_func(max_heap):
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for item in range(OBJECT_COUNT):
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heapq.heappush_max(max_heap, item)
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self.run_concurrently(
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worker_func=heappush_max_func, args=(max_heap,), nthreads=NTHREADS
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)
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self.test_heapq.check_max_invariant(max_heap)
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def test_racing_heappop_max(self):
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max_heap = self.create_heap(OBJECT_COUNT, Heap.MAX)
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# Each thread pops (OBJECT_COUNT / NTHREADS) items
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self.assertEqual(OBJECT_COUNT % NTHREADS, 0)
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per_thread_pop_count = OBJECT_COUNT // NTHREADS
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def heappop_max_func(max_heap, pop_count):
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local_list = []
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for _ in range(pop_count):
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item = heapq.heappop_max(max_heap)
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local_list.append(item)
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# Each local list should be sorted
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self.assertTrue(self.is_sorted_descending(local_list))
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self.run_concurrently(
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worker_func=heappop_max_func,
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args=(max_heap, per_thread_pop_count),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(max_heap), 0)
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def test_racing_heappushpop_max(self):
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max_heap = self.create_heap(OBJECT_COUNT, Heap.MAX)
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pushpop_items = self.create_random_list(-5_000, 10_000, OBJECT_COUNT)
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def heappushpop_max_func(max_heap, pushpop_items):
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for item in pushpop_items:
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popped_item = heapq.heappushpop_max(max_heap, item)
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self.assertTrue(popped_item >= item)
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self.run_concurrently(
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worker_func=heappushpop_max_func,
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args=(max_heap, pushpop_items),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(max_heap), OBJECT_COUNT)
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self.test_heapq.check_max_invariant(max_heap)
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def test_racing_heapreplace_max(self):
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max_heap = self.create_heap(OBJECT_COUNT, Heap.MAX)
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replace_items = self.create_random_list(-5_000, 10_000, OBJECT_COUNT)
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def heapreplace_max_func(max_heap, replace_items):
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for item in replace_items:
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heapq.heapreplace_max(max_heap, item)
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self.run_concurrently(
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worker_func=heapreplace_max_func,
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args=(max_heap, replace_items),
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nthreads=NTHREADS,
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)
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self.assertEqual(len(max_heap), OBJECT_COUNT)
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self.test_heapq.check_max_invariant(max_heap)
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@staticmethod
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def is_sorted_ascending(lst):
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"""
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Check if the list is sorted in ascending order (non-decreasing).
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"""
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return all(lst[i - 1] <= lst[i] for i in range(1, len(lst)))
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@staticmethod
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def is_sorted_descending(lst):
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"""
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Check if the list is sorted in descending order (non-increasing).
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"""
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return all(lst[i - 1] >= lst[i] for i in range(1, len(lst)))
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@staticmethod
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def create_heap(size, heap_kind):
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"""
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Create a min/max heap where elements are in the range (0, size - 1) and
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shuffled before heapify.
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"""
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heap = list(range(OBJECT_COUNT))
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shuffle(heap)
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if heap_kind == Heap.MIN:
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heapq.heapify(heap)
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else:
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heapq.heapify_max(heap)
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return heap
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@staticmethod
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def create_random_list(a, b, size):
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"""
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Create a list of random numbers between a and b (inclusive).
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"""
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return [randint(-a, b) for _ in range(size)]
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def run_concurrently(self, worker_func, args, nthreads):
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"""
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Run the worker function concurrently in multiple threads.
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"""
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barrier = Barrier(nthreads)
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def wrapper_func(*args):
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# Wait for all threads to reach this point before proceeding.
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barrier.wait()
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worker_func(*args)
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with threading_helper.catch_threading_exception() as cm:
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workers = (
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Thread(target=wrapper_func, args=args) for _ in range(nthreads)
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)
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with threading_helper.start_threads(workers):
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pass
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# Worker threads should not raise any exceptions
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self.assertIsNone(cm.exc_value)
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if __name__ == "__main__":
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unittest.main()
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@ -0,0 +1 @@
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Make methods in :mod:`heapq` thread-safe on the :term:`free threaded <free threading>` build.
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@ -11,7 +11,7 @@ annotated by François Pinard, and converted to C by Raymond Hettinger.
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#endif
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#include "Python.h"
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#include "pycore_list.h" // _PyList_ITEMS()
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#include "pycore_list.h" // _PyList_ITEMS(), _PyList_AppendTakeRef()
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#include "clinic/_heapqmodule.c.h"
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@ -117,6 +117,7 @@ siftup(PyListObject *heap, Py_ssize_t pos)
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappush
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heap: object(subclass_of='&PyList_Type')
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@ -128,13 +129,22 @@ Push item onto heap, maintaining the heap invariant.
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static PyObject *
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_heapq_heappush_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=912c094f47663935 input=7c69611f3698aceb]*/
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/*[clinic end generated code: output=912c094f47663935 input=f7a4f03ef8d52e67]*/
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{
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if (PyList_Append(heap, item))
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if (item == NULL) {
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PyErr_BadInternalCall();
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return NULL;
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}
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if (siftdown((PyListObject *)heap, 0, PyList_GET_SIZE(heap)-1))
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// In a free-threaded build, the heap is locked at this point.
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// Therefore, calling _PyList_AppendTakeRef() is safe and no overhead.
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if (_PyList_AppendTakeRef((PyListObject *)heap, Py_NewRef(item))) {
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return NULL;
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}
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if (siftdown((PyListObject *)heap, 0, PyList_GET_SIZE(heap)-1)) {
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return NULL;
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}
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Py_RETURN_NONE;
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}
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@ -171,6 +181,7 @@ heappop_internal(PyObject *heap, int siftup_func(PyListObject *, Py_ssize_t))
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappop
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heap: object(subclass_of='&PyList_Type')
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@ -181,7 +192,7 @@ Pop the smallest item off the heap, maintaining the heap invariant.
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static PyObject *
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_heapq_heappop_impl(PyObject *module, PyObject *heap)
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/*[clinic end generated code: output=96dfe82d37d9af76 input=91487987a583c856]*/
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/*[clinic end generated code: output=96dfe82d37d9af76 input=ed396461b153dd51]*/
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{
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return heappop_internal(heap, siftup);
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}
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@ -207,6 +218,7 @@ heapreplace_internal(PyObject *heap, PyObject *item, int siftup_func(PyListObjec
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/*[clinic input]
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@critical_section heap
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_heapq.heapreplace
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heap: object(subclass_of='&PyList_Type')
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@ -226,12 +238,13 @@ this routine unless written as part of a conditional replacement:
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static PyObject *
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_heapq_heapreplace_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=82ea55be8fbe24b4 input=719202ac02ba10c8]*/
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/*[clinic end generated code: output=82ea55be8fbe24b4 input=9be1678b817ef1a9]*/
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{
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return heapreplace_internal(heap, item, siftup);
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappushpop
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heap: object(subclass_of='&PyList_Type')
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@ -246,7 +259,7 @@ a separate call to heappop().
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static PyObject *
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_heapq_heappushpop_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=67231dc98ed5774f input=5dc701f1eb4a4aa7]*/
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/*[clinic end generated code: output=67231dc98ed5774f input=db05c81b1dd92c44]*/
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{
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PyObject *returnitem;
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int cmp;
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@ -371,6 +384,7 @@ heapify_internal(PyObject *heap, int siftup_func(PyListObject *, Py_ssize_t))
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heapify
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heap: object(subclass_of='&PyList_Type')
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@ -381,7 +395,7 @@ Transform list into a heap, in-place, in O(len(heap)) time.
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static PyObject *
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_heapq_heapify_impl(PyObject *module, PyObject *heap)
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/*[clinic end generated code: output=e63a636fcf83d6d0 input=53bb7a2166febb73]*/
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/*[clinic end generated code: output=e63a636fcf83d6d0 input=aaaaa028b9b6af08]*/
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{
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return heapify_internal(heap, siftup);
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}
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@ -481,6 +495,7 @@ siftup_max(PyListObject *heap, Py_ssize_t pos)
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappush_max
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heap: object(subclass_of='&PyList_Type')
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@ -492,9 +507,16 @@ Push item onto max heap, maintaining the heap invariant.
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static PyObject *
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_heapq_heappush_max_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=c869d5f9deb08277 input=4743d7db137b6e2b]*/
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/*[clinic end generated code: output=c869d5f9deb08277 input=c437e3d1ff8dcb70]*/
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{
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if (PyList_Append(heap, item)) {
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if (item == NULL) {
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PyErr_BadInternalCall();
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return NULL;
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}
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// In a free-threaded build, the heap is locked at this point.
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// Therefore, calling _PyList_AppendTakeRef() is safe and no overhead.
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if (_PyList_AppendTakeRef((PyListObject *)heap, Py_NewRef(item))) {
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return NULL;
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}
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@ -506,6 +528,7 @@ _heapq_heappush_max_impl(PyObject *module, PyObject *heap, PyObject *item)
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappop_max
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heap: object(subclass_of='&PyList_Type')
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@ -516,12 +539,13 @@ Maxheap variant of heappop.
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static PyObject *
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_heapq_heappop_max_impl(PyObject *module, PyObject *heap)
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/*[clinic end generated code: output=2f051195ab404b77 input=e62b14016a5a26de]*/
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/*[clinic end generated code: output=2f051195ab404b77 input=5d70c997798aec64]*/
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{
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return heappop_internal(heap, siftup_max);
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heapreplace_max
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heap: object(subclass_of='&PyList_Type')
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@ -533,12 +557,13 @@ Maxheap variant of heapreplace.
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static PyObject *
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_heapq_heapreplace_max_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=8770778b5a9cbe9b input=21a3d28d757c881c]*/
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/*[clinic end generated code: output=8770778b5a9cbe9b input=fe70175356e4a649]*/
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{
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return heapreplace_internal(heap, item, siftup_max);
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heapify_max
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heap: object(subclass_of='&PyList_Type')
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@ -549,12 +574,13 @@ Maxheap variant of heapify.
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static PyObject *
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_heapq_heapify_max_impl(PyObject *module, PyObject *heap)
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/*[clinic end generated code: output=8401af3856529807 input=edda4255728c431e]*/
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/*[clinic end generated code: output=8401af3856529807 input=4eee63231e7d1573]*/
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{
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return heapify_internal(heap, siftup_max);
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}
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/*[clinic input]
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@critical_section heap
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_heapq.heappushpop_max
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heap: object(subclass_of='&PyList_Type')
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@ -569,7 +595,7 @@ a separate call to heappop_max().
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static PyObject *
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_heapq_heappushpop_max_impl(PyObject *module, PyObject *heap, PyObject *item)
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/*[clinic end generated code: output=ff0019f0941aca0d input=525a843013cbd6c0]*/
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/*[clinic end generated code: output=ff0019f0941aca0d input=24d0defa6fd6df4a]*/
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{
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PyObject *returnitem;
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int cmp;
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23
Modules/clinic/_heapqmodule.c.h
generated
23
Modules/clinic/_heapqmodule.c.h
generated
@ -2,6 +2,7 @@
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preserve
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[clinic start generated code]*/
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#include "pycore_critical_section.h"// Py_BEGIN_CRITICAL_SECTION()
|
||||
#include "pycore_modsupport.h" // _PyArg_CheckPositional()
|
||||
|
||||
PyDoc_STRVAR(_heapq_heappush__doc__,
|
||||
@ -32,7 +33,9 @@ _heapq_heappush(PyObject *module, PyObject *const *args, Py_ssize_t nargs)
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappush_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -61,7 +64,9 @@ _heapq_heappop(PyObject *module, PyObject *arg)
|
||||
goto exit;
|
||||
}
|
||||
heap = arg;
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappop_impl(module, heap);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -103,7 +108,9 @@ _heapq_heapreplace(PyObject *module, PyObject *const *args, Py_ssize_t nargs)
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heapreplace_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -140,7 +147,9 @@ _heapq_heappushpop(PyObject *module, PyObject *const *args, Py_ssize_t nargs)
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappushpop_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -169,7 +178,9 @@ _heapq_heapify(PyObject *module, PyObject *arg)
|
||||
goto exit;
|
||||
}
|
||||
heap = arg;
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heapify_impl(module, heap);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -203,7 +214,9 @@ _heapq_heappush_max(PyObject *module, PyObject *const *args, Py_ssize_t nargs)
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappush_max_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -232,7 +245,9 @@ _heapq_heappop_max(PyObject *module, PyObject *arg)
|
||||
goto exit;
|
||||
}
|
||||
heap = arg;
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappop_max_impl(module, heap);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -266,7 +281,9 @@ _heapq_heapreplace_max(PyObject *module, PyObject *const *args, Py_ssize_t nargs
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heapreplace_max_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -295,7 +312,9 @@ _heapq_heapify_max(PyObject *module, PyObject *arg)
|
||||
goto exit;
|
||||
}
|
||||
heap = arg;
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heapify_max_impl(module, heap);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
@ -332,9 +351,11 @@ _heapq_heappushpop_max(PyObject *module, PyObject *const *args, Py_ssize_t nargs
|
||||
}
|
||||
heap = args[0];
|
||||
item = args[1];
|
||||
Py_BEGIN_CRITICAL_SECTION(heap);
|
||||
return_value = _heapq_heappushpop_max_impl(module, heap, item);
|
||||
Py_END_CRITICAL_SECTION();
|
||||
|
||||
exit:
|
||||
return return_value;
|
||||
}
|
||||
/*[clinic end generated code: output=f55d8595ce150c76 input=a9049054013a1b77]*/
|
||||
/*[clinic end generated code: output=e83d50002c29a96d input=a9049054013a1b77]*/
|
||||
|
Loading…
x
Reference in New Issue
Block a user