Pandas DataFrame.to_csv raising IOError: No such file or directory
to_csv
does create the file if it doesn't exist as you said, but it does not create directories that don't exist. Ensure that the subdirectory you are trying to save your file within has been created first.
I often do something like this in my work:
import os
outname = 'name.csv'
outdir = './dir'
if not os.path.exists(outdir):
os.mkdir(outdir)
fullname = os.path.join(outdir, outname)
df.to_csv(fullname)
This can easily be wrapped up in a function if you need to do this frequently.
Here is an alternative way to do this using the excellent standard library pathlib
module, which generally makes things neater.
As explained elsewhere, to_csv
will create the file if it doesn't exist, but won't create any non-existent directories in the path to the file, so you need to first ensure that these exist.
from pathlib import Path
output_file = 'my_file.csv'
output_dir = Path('long_path/to/my_dir')
output_dir.mkdir(parents=True, exist_ok=True)
df.to_csv(output_dir / output_file) # can join path elements with / operator
Setting parents=True
will also create any necessary parent directories, and exist_ok=True
means it won't raise an error if the directory already exists, so you don't have to explicitly check that separately.
I had this error when I accidentally added file://
at the begging of the save path. Since search brought me here, might be also helpful to someone.