How to check whether a file exists in Python

mCoding · Intermediate ·🔍 RAG & Vector Search ·3y ago

Key Takeaways

The video discusses how to check if a file exists in Python, highlighting the issues with traditional methods and recommending to simply try to open the file instead, using os.path and pathlib modules for more robust and ergonomic path handling.

Full Transcript

how should you check whether or not a file or directory exists in Python this is one of those things that's confusing mostly because python offers several different ways to do it so which one should you use I've seen many beginners follow a path like this first they check to see if the path exists using something like os. path. exists print something in return if it doesn't and then proceed to open the file and do something with the data if it does and in most situations although this does have some problems let's be honest it's probably fine for small personal scripts and other things like that I probably wouldn't even worry about it but if your intention is to build something just a little bit more robust then let's take a look at some of the issues the first issue is that time passes between when we check to see if the file exists and when we try to open it it's possible that another thread or some external process deleted the file between when we check whether it exists and when we tried to open it if that were to happen this open call would raise an exception specifically a F not found error which is something you might like to catch so really we need to basically repeat our error handling code okay so we surround it in a try accept but wait if open was going to throw if the file didn't exist then why did we need to check that it exists in the first place and that's my point checking whether it exists or not is basically redundant if you're going to open the file immediately after checking whether it exists instead just try to open it it either exists and opened successfully or you get an exception when you do it this way the operating system will prevent other processes from deleting the file out from under you as long as you have it open in Python although it typically will not prevent the same process from deleting it out from under itself it's also still possible that other threads or processes read or write to the file in between when you open it and when you read it so there are still things you need to worry about just a few less of them another advantage of this approach is that there are other things that can go wrong when you try to open a file besides the file not being found for instance you might get an is a directory error if you tried to open a directory instead of a file you could use the OS path function to check if something's a directory but once again you'd end up with a potential very subtle bug if whether it's a directory not changes in between when you ask the question and when you actually try to open the file so if you're checking whether the file exists because you want to open it then don't just try to open it and catch whatever errors you get and if you want to be super modern you even consider using path Li read text as a quick oneliner to get all the data out but sometimes you don't want to actually open the file you really do just want to know whether or not it exists you could be using the existence of a file as a Boolean checking whether an old temp file exists or checking if the user made a configuration directory in that case the recommended way to check whether or not a file or directory exists depends on whether you really need strings or whether you could do with pathlib path objects many applications default to Strings because it seems like the easiest choice and in a lot of cases it is if that's you then OS path exists might be what you want hopefully unsurprisingly it tells you whether or not the file exists exist will return true for files and directories and it also follows symbolic links in particular exists will return false For a symbolic link that points to a file that doesn't exist so even if there is an actual file the symbolic link at this location it would still return false it does sound a bit confusing but this is the behavior that you would usually want if you want to check that you got an actual file and not a directory or some kind of device object then you want is file instead once again is file follows links and this is probably what you want even though it sounds a little confusing and you guessed it for directories there's iser and it also follows symbolic links so that's all fine and dandy and it works but using strings to represent paths can be kind of error prone instead using path lb. path can provide a more ergonomic and safer interface if you already have a string you can convert to a path very easily like this or you can do it like this if you're constructing from scratch paths provide a wrapper around a lot of the os. paath functionality and they make it easy to access through method calls for instance path. exists we'll use os. path. exists path. is file we'll use os. paath do is file and similarly for isur and number of other os. paath functions if you're already using strings all over the place of course there's a bit of overhead to convert but once you do pretty much every built-in function that takes a string path also takes a pathlib path and importantly path. path takes care of a lot of idiosyncrasies that might come up if you were to switch operating systems things like using forward slashes on Linux but backs slashes on Windows oh and pathlib actually follows pep eight

Original Description

Don't check, just open it. How should you check whether a file exists in Python before opening it? ― mCoding with James Murphy (https://mcoding.io) Source code: https://github.com/mCodingLLC/VideosSampleCode os.path: https://docs.python.org/3/library/os.path.html pathlib: https://docs.python.org/3/library/pathlib.html SUPPORT ME ⭐ --------------------------------------------------- Sign up on Patreon to get your donor role and early access to videos! https://patreon.com/mCoding Feeling generous but don't have a Patreon? Donate via PayPal! (No sign up needed.) https://www.paypal.com/donate/?hosted_button_id=VJY5SLZ8BJHEE Want to donate crypto? Check out the rest of my supported donations on my website! https://mcoding.io/donate Top patrons and donors: Jameson, Laura M, Dragos C, Vahnekie, Neel R, Matt R, Johan A, Casey G, Mark M, Mutual Information, Pi BE ACTIVE IN MY COMMUNITY 😄 --------------------------------------------------- Discord: https://discord.gg/Ye9yJtZQuN Github: https://github.com/mCodingLLC/ Reddit: https://www.reddit.com/r/mCoding/ Facebook: https://www.facebook.com/james.mcoding
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from mCoding · mCoding · 0 of 60

← Previous Next →
1 Goodbye, List! Type hinting standard collections - New in Python 3.9
Goodbye, List! Type hinting standard collections - New in Python 3.9
mCoding
2 Python's comma equals ,= operator?
Python's comma equals ,= operator?
mCoding
3 Finding Primes in Python with the Sieve of Eratosthenes
Finding Primes in Python with the Sieve of Eratosthenes
mCoding
4 Find the First Missing Positive Int | Hard Interview Question on LeetCode
Find the First Missing Positive Int | Hard Interview Question on LeetCode
mCoding
5 JSON Tutorial Python | Basic Python Recipes
JSON Tutorial Python | Basic Python Recipes
mCoding
6 Simulating Brownian Motion in Python
Simulating Brownian Motion in Python
mCoding
7 The Single Most Useful Decorator in Python
The Single Most Useful Decorator in Python
mCoding
8 The Fastest Way to Loop in Python - An Unfortunate Truth
The Fastest Way to Loop in Python - An Unfortunate Truth
mCoding
9 Numpy Array Broadcasting In Python Explained
Numpy Array Broadcasting In Python Explained
mCoding
10 Brownian Motion Single Path Zoom
Brownian Motion Single Path Zoom
mCoding
11 Brownian Motion Fractal Zoom
Brownian Motion Fractal Zoom
mCoding
12 Magic Methods - Making Python builtins work with your classes
Magic Methods - Making Python builtins work with your classes
mCoding
13 50 Million Primes In 5 Seconds - Segmented Sieve of Eratosthenes
50 Million Primes In 5 Seconds - Segmented Sieve of Eratosthenes
mCoding
14 The Hottest New Feature Coming In Python 3.10 - Structural Pattern Matching / Match Statement
The Hottest New Feature Coming In Python 3.10 - Structural Pattern Matching / Match Statement
mCoding
15 How Fast is Python's Sort? Performance Testing
How Fast is Python's Sort? Performance Testing
mCoding
16 C++ First Missing Int, faster than 100%!
C++ First Missing Int, faster than 100%!
mCoding
17 [April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
[April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
mCoding
18 Python dataclasses will save you HOURS, also featuring attrs
Python dataclasses will save you HOURS, also featuring attrs
mCoding
19 C++ Sudoku Solver in 7 minutes using Recursive Backtracking
C++ Sudoku Solver in 7 minutes using Recursive Backtracking
mCoding
20 Every PROOF you've seen that .999... = 1 is WRONG
Every PROOF you've seen that .999... = 1 is WRONG
mCoding
21 Python's sharpest corner is ... plus equals? (+=)
Python's sharpest corner is ... plus equals? (+=)
mCoding
22 Binary Search - A Different Perspective | Python Algorithms
Binary Search - A Different Perspective | Python Algorithms
mCoding
23 The Best Way to Check for Optional Arguments in Python
The Best Way to Check for Optional Arguments in Python
mCoding
24 Local and Global Variable Lookup Weirdness in Python
Local and Global Variable Lookup Weirdness in Python
mCoding
25 Efficient Exponentiation
Efficient Exponentiation
mCoding
26 How To Install Python for Data Science
How To Install Python for Data Science
mCoding
27 0.1 + 0.2 is NOT 0.3 in Most Programming Languages
0.1 + 0.2 is NOT 0.3 in Most Programming Languages
mCoding
28 Python 3.10's new type hinting features
Python 3.10's new type hinting features
mCoding
29 Python 3.10's Quality of Life improvements
Python 3.10's Quality of Life improvements
mCoding
30 Introducing mZips! Python Zip and Zip Longest
Introducing mZips! Python Zip and Zip Longest
mCoding
31 Match statement tips
Match statement tips
mCoding
32 Using except: is a HUGE mistake
Using except: is a HUGE mistake
mCoding
33 Python + YouTube API | Automating descriptions
Python + YouTube API | Automating descriptions
mCoding
34 Anaphones, phonetic anagrams
Anaphones, phonetic anagrams
mCoding
35 Cracking passwords using ONLY response times | Secure Python
Cracking passwords using ONLY response times | Secure Python
mCoding
36 Python f-strings can do more than you thought. f'{val=}', f'{val!r}', f'{dt:%Y-%m-%d}'
Python f-strings can do more than you thought. f'{val=}', f'{val!r}', f'{dt:%Y-%m-%d}'
mCoding
37 Diagnose slow Python code. (Feat. async/await)
Diagnose slow Python code. (Feat. async/await)
mCoding
38 Python MD5 implementation
Python MD5 implementation
mCoding
39 Salting, peppering, and hashing passwords
Salting, peppering, and hashing passwords
mCoding
40 x to bool conversion in Python, C++, and C
x to bool conversion in Python, C++, and C
mCoding
41 You should put this in all your Python scripts | if __name__ == '__main__': ...
You should put this in all your Python scripts | if __name__ == '__main__': ...
mCoding
42 Find the Skyline Problem with C++ Solution Explained
Find the Skyline Problem with C++ Solution Explained
mCoding
43 The ONLY C keyword with no C++ equivalent
The ONLY C keyword with no C++ equivalent
mCoding
44 Should you use "not not x" instead of "bool(x)" in Python? (NO!)
Should you use "not not x" instead of "bool(x)" in Python? (NO!)
mCoding
45 Multiple Assignments in Python
Multiple Assignments in Python
mCoding
46 Why I don't like Python's chained comparisons
Why I don't like Python's chained comparisons
mCoding
47 Automated Testing in Python with pytest, tox, and GitHub Actions
Automated Testing in Python with pytest, tox, and GitHub Actions
mCoding
48 You can pip install directly from GitHub
You can pip install directly from GitHub
mCoding
49 __new__ vs __init__ in Python
__new__ vs __init__ in Python
mCoding
50 Metaclasses in Python
Metaclasses in Python
mCoding
51 The easy way to keep your repos tidy.
The easy way to keep your repos tidy.
mCoding
52 Which Python @dataclass is best? Feat. Pydantic, NamedTuple, attrs...
Which Python @dataclass is best? Feat. Pydantic, NamedTuple, attrs...
mCoding
53 Python __slots__ and object layout explained
Python __slots__ and object layout explained
mCoding
54 C++ cache locality and branch predictability
C++ cache locality and branch predictability
mCoding
55 Avoiding import loops in Python
Avoiding import loops in Python
mCoding
56 25 nooby Python habits you need to ditch
25 nooby Python habits you need to ditch
mCoding
57 Python staticmethod and classmethod
Python staticmethod and classmethod
mCoding
58 Building a Python app with Anvil to email me if my website goes down (includes paid features)
Building a Python app with Anvil to email me if my website goes down (includes paid features)
mCoding
59 31 nooby C++ habits you need to ditch
31 nooby C++ habits you need to ditch
mCoding
60 Interviewing the creator of C++, Bjarne Stroustrup
Interviewing the creator of C++, Bjarne Stroustrup
mCoding

The video teaches how to check if a file exists in Python, discussing the limitations of traditional methods and introducing the os.path and pathlib modules for more robust path handling. It recommends trying to open the file instead of checking its existence, and provides examples of how to use the os.path and pathlib modules.

Key Takeaways
  1. Try to open the file instead of checking its existence
  2. Use os.path.exists to check if a file exists
  3. Use pathlib.Path.exists to check if a file exists
  4. Use try-except block to handle file opening errors
  5. Use os.path.isfile to check if a path is a file
  6. Use pathlib.Path.is_file to check if a path is a file
💡 Trying to open the file instead of checking its existence can be a more robust way to handle file existence checks in Python.

Related AI Lessons

Understanding the Limits of Linear RAG — and Why Agentic Workflows Are Catching On
Learn the limitations of linear RAG pipelines and how agentic workflows are becoming a popular alternative for more efficient and effective AI workflows
Medium · AI
Understanding the Limits of Linear RAG — and Why Agentic Workflows Are Catching On
Learn why linear RAG pipelines have limitations and how Agentic workflows are becoming a preferred alternative in the industry
Medium · Machine Learning
Understanding the Limits of Linear RAG — and Why Agentic Workflows Are Catching On
Learn why linear RAG pipelines have limitations and how Agentic workflows are becoming a preferred alternative in the industry
Medium · Data Science
Why you shouldn’t search your documents directly with AI
Learn why directly searching documents with AI can be inefficient and how retrieval-augmented systems can improve the process
Medium · Programming
Up next
RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python
Professor Py: AI Engineering
Watch →