How can I tune garbage collection in Python?
An example of an AI chatbot conversation about tuning garbage collection in Python.
How can I tune garbage collection in Python?
You can tune garbage collection in Python by adjusting the thresholds for the generational garbage collector. Would you like to know how to do that?
Yes, please explain the thresholds and how to change them.
Python's garbage collector uses three generations. You can adjust the thresholds using the gc module. For example, gc.set_stats() allows you to set the thresholds for each generation.
What are the default values for these thresholds?
The default thresholds are typically 700, 10, and 10 for generations 0, 1, and 2 respectively. You can check the current values using gc.get_stats().
Are there any performance implications of tuning these values?
Yes, tuning these values can impact performance. Lowering thresholds may reduce memory usage but increase CPU overhead due to more frequent collections.
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