👻 Check our latest review to choose the best laptop for Machine Learning engineers and Deep learning tasks!
I have a few related questions regarding memory usage in the following example.
If I run in the interpreter,
foo = ["bar" for _ in xrange(10000000)]
the real memory used on my machine goes up to
80.9mb
. I then,del foo
real memory goes down, but only to
30.4mb
. The interpreter uses4.4mb
baseline so what is the advantage in not releasing26mb
of memory to the OS? Is it because Python is "planning ahead", thinking that you may use that much memory again?Why does it release
50.5mb
in particular - what is the amount that is released based on?Is there a way to force Python to release all the memory that was used (if you know you won"t be using that much memory again)?
NOTE
This question is different from How can I explicitly free memory in Python?
because this question primarily deals with the increase of memory usage from baseline even after the interpreter has freed objects via garbage collection (with use of gc.collect
or not).
👻 Read also: what is the best laptop for engineering students?
Releasing memory in Python __del__: Questions
How can I make a time delay in Python?
5 answers
I would like to know how to put a time delay in a Python script.
Answer #1
import time
time.sleep(5) # Delays for 5 seconds. You can also use a float value.
Here is another example where something is run approximately once a minute:
import time
while True:
print("This prints once a minute.")
time.sleep(60) # Delay for 1 minute (60 seconds).
Answer #2
You can use the sleep()
function in the time
module. It can take a float argument for sub-second resolution.
from time import sleep
sleep(0.1) # Time in seconds
Releasing memory in Python __del__: Questions
How to delete a file or folder in Python?
5 answers
How do I delete a file or folder in Python?
Answer #1
os.remove()
removes a file.os.rmdir()
removes an empty directory.shutil.rmtree()
deletes a directory and all its contents.
Path
objects from the Python 3.4+ pathlib
module also expose these instance methods:
pathlib.Path.unlink()
removes a file or symbolic link.pathlib.Path.rmdir()
removes an empty directory.
We hope this article has helped you to resolve the problem. Apart from Releasing memory in Python, check other __del__-related topics.
Want to excel in Python? See our review of the best Python online courses 2023. If you are interested in Data Science, check also how to learn programming in R.
By the way, this material is also available in other languages:
- Italiano Releasing memory in Python
- Deutsch Releasing memory in Python
- Français Releasing memory in Python
- Español Releasing memory in Python
- Türk Releasing memory in Python
- Русский Releasing memory in Python
- Português Releasing memory in Python
- Polski Releasing memory in Python
- Nederlandse Releasing memory in Python
- 中文 Releasing memory in Python
- 한국어 Releasing memory in Python
- 日本語 Releasing memory in Python
- हिन्दी Releasing memory in Python
Rome | 2023-03-24
Simply put and clear. Thank you for sharing. Releasing memory in Python and other issues with StackOverflow was always my weak point 😁. I am just not quite sure it is the best method
Warsaw | 2023-03-24
Maybe there are another answers? What Releasing memory in Python exactly means?. I am just not quite sure it is the best method
Rome | 2023-03-24
Maybe there are another answers? What Releasing memory in Python exactly means?. Checked yesterday, it works!