Converting Django QuerySet to pandas DataFrame

Michael Zippo

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I am going to convert a Django QuerySet to a pandas DataFrame as follows:

qs = SomeModel.objects.select_related().filter(date__year=2012)
q = qs.values("date", "OtherField")
df = pd.DataFrame.from_records(q)

It works, but is there a more efficient way?

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Converting Django QuerySet to pandas DataFrame del: Questions

__del__

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.

2973

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).

2973

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

Converting Django QuerySet to pandas DataFrame del: Questions

__del__

How to delete a file or folder in Python?

5 answers

How do I delete a file or folder in Python?

2639

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 Converting Django QuerySet to pandas DataFrame, check other __del__-related topics.

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Marie Chamberlet

Abu Dhabi | 2023-03-24

Thanks for explaining! I was stuck with Converting Django QuerySet to pandas DataFrame for some hours, finally got it done 🤗. I just hope that will not emerge anymore

Walter Danburry

London | 2023-03-24

I was preparing for my coding interview, thanks for clarifying this - Converting Django QuerySet to pandas DataFrame in Python is not the simplest one. I just hope that will not emerge anymore

Chen Sikorski

Massachussetts | 2023-03-24

Simply put and clear. Thank you for sharing. Converting Django QuerySet to pandas DataFrame and other issues with FFI PHP module was always my weak point 😁. Will get back tomorrow with feedback