.. versionchanged:: 3.7
Added the *initializer* and *initargs* arguments.
+ .. versionchanged:: 3.8
+ Default value of *max_workers* is changed to ``min(32, os.cpu_count() + 4)``.
+ This default value preserves at least 5 workers for I/O bound tasks.
+ It utilizes at most 32 CPU cores for CPU bound tasks which release the GIL.
+ And it avoids using very large resources implicitly on many-core machines.
+
+ ThreadPoolExecutor now reuses idle worker threads before starting
+ *max_workers* worker threads too.
+
.. _threadpoolexecutor-example:
initargs: A tuple of arguments to pass to the initializer.
"""
if max_workers is None:
- # Use this number because ThreadPoolExecutor is often
- # used to overlap I/O instead of CPU work.
- max_workers = (os.cpu_count() or 1) * 5
+ # ThreadPoolExecutor is often used to:
+ # * CPU bound task which releases GIL
+ # * I/O bound task (which releases GIL, of course)
+ #
+ # We use cpu_count + 4 for both types of tasks.
+ # But we limit it to 32 to avoid consuming surprisingly large resource
+ # on many core machine.
+ max_workers = min(32, (os.cpu_count() or 1) + 4)
if max_workers <= 0:
raise ValueError("max_workers must be greater than 0")
def test_default_workers(self):
executor = self.executor_type()
- self.assertEqual(executor._max_workers,
- (os.cpu_count() or 1) * 5)
+ expected = min(32, (os.cpu_count() or 1) + 4)
+ self.assertEqual(executor._max_workers, expected)
def test_saturation(self):
executor = self.executor_type(4)
--- /dev/null
+Change default *max_workers* of ``ThreadPoolExecutor`` from ``cpu_count() *
+5`` to ``min(32, cpu_count() + 4))``. Previous value was unreasonably
+large on many cores machines.