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Enhanced check_requirements() with auto-install (ultralytics#2575)
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* Update check_requirements() with auto-install

This PR builds on an idea I had to automatically install missing dependencies rather than simply report an error message. 

YOLOv5 should now 1) display all dependency issues and not simply display the first missing dependency, and 2) attempt to install/update each missing/VersionConflict package.

* cleanup

* cleanup 2

* Check requirements.txt file exists

* cleanup 3
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glenn-jocher authored Mar 24, 2021
1 parent 1bf9365 commit 2b329b0
Showing 1 changed file with 15 additions and 5 deletions.
20 changes: 15 additions & 5 deletions utils/general.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# General utils
# YOLOv5 general utils

import glob
import logging
Expand Down Expand Up @@ -86,10 +86,20 @@ def check_git_status():

def check_requirements(file='requirements.txt', exclude=()):
# Check installed dependencies meet requirements
import pkg_resources
requirements = [f'{x.name}{x.specifier}' for x in pkg_resources.parse_requirements(Path(file).open())
if x.name not in exclude]
pkg_resources.require(requirements) # DistributionNotFound or VersionConflict exception if requirements not met
import pkg_resources as pkg
prefix = colorstr('red', 'bold', 'requirements:')
file = Path(file)
if not file.exists():
print(f"{prefix} {file.resolve()} not found, check failed.")
return

requirements = [f'{x.name}{x.specifier}' for x in pkg.parse_requirements(file.open()) if x.name not in exclude]
for r in requirements:
try:
pkg.require(r)
except Exception as e: # DistributionNotFound or VersionConflict if requirements not met
print(f"{prefix} {e.req} not found and is required by YOLOv5, attempting auto-install...")
print(subprocess.check_output(f"pip install '{e.req}'", shell=True).decode())


def check_img_size(img_size, s=32):
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