Find the most significant image in an article.
Project description
A python clone of ImageResolver for finding significant images in HTML content See the excellent JS version at: https://github.com/mauricesvay/ImageResolver
USAGE
import imageresolver import sys try: i = imageresolver.ImageResolver() i.register(imageresolver.FileExtensionResolver()) i.register(imageresolver.WebpageResolver(load_images=True, parser='lxml',blacklist='easylist.txt')) url = sys.argv[1] print(i.resolve(url)) except ImageResolverError: print("An error occured")
Differences From the Javascript Version
methods return instead of calling callbacks
WebpageResolver has lots of new options (see below)
Added some debugging features
Exceptions are raised rather than callback to an error function
WebpageResolver Additions
rules syntax is now based on AdBlockPlus filters (https://adblockplus.org/en/filters)
New rules can be added without writing a resolver
blacklist image sources and whitelist
Loads as little of the image as possible when fetching for image info. Stops downloading if diminsions are found or a setable limit is reached.
The original rules from the JS version are still implemented. (see options)
ImageResolver() METHODS
__init__ (**kwargs)
Keyword options
max_read_size - set to the maximum amount of bytes to read to find the width and height of an image. Default 10240
chunk_size - set to the chunk size to read Default 1024
read_all - set to read the entire image and then detect its info. Option will override max_read_size. Default False
debug - set to enable debugging output (logger=”ImageResolver”). Default False
fetch (string url)
Fetches a URL and returns the response data.
fetch_image_info (string url)
Fetches an image url and examines the resulting image. Returns a tuple consisting of the detected file extension, the width and the height of the image.
register (instance filter)
Register a filter to examine an image with. The filter argument must be an instance of a class that has a resolve() method. resolve() must accept a string URL and must return a url or None
resolve (string url)
Loop through each registered filter until a url is resolved by one of them. If no url is found, returns None
FileExtensionResolver() METHODS
resolve (string url)
Returns the url if the extention matches a possible image
WebpageResolver() METHODS
The work-horse of this module. Our uses revolve mostly around this filter and thus it is the most feature complete and tested.
__init__ (**kwargs)
Initialize the class with options:
load_image - set to true to load the first 1k of images whose size is not set in HTML. Default False
use_js_ruleset - set to true to use the original rules from the Javascript version. Default False
use_adblock_filters - set to false to disable adblock filters. Default True
parser - set to a BeautifulSoup compatable parser (lxml is recommended). Default html.parser
blacklist - set to a file containing AdBlockPlus style filters used to lower an image’s score. Default blacklist.txt
whiltelist - set to a file containing AdBlockPlus style filters used to raise an image’s score. Default whitelist.txt
significant_surface - Amount of surface (width x height) of the image required to add additional scoring
boost_jpeg - add (int) boost score to JPEG files. Default 1
boost_gif - add (int) boost score to GIF files. Default 0
boost_png - add (int) boost score to PNG files. Default 0
skip_fetch_errors - Skip exceptions raised by fetch_image_info(). Exceptions are logged and the image will be skipped. Default True
The default parser for BeautifulSoup is html.parser which is built-in to python. We highly recommend you install lxml and pass parser=”lxml” to WebpageResolver(). In our testing we found that it was much faster and more accurate.
LOGGING
Use the name “ImageResolver” to configure a logger. Skipped exceptions will be logged to this logger’s error output and when enabled, debugging output as well.
EXCEPTIONS
ImageResolverError
Base exception for other exceptions below.
ImageInfoException
Raised if the image could not be read or type, width or height properties return undefined. By default this exception is skipped and logged but can be enabled with “skip_fetch_errors=False” option in WebpageResolver
HTTPException
Raised if the image could not be loaded from the URL. By default this exception is skipped and logged but can be enabled with “skip_fetch_errors=False” option in WebpageResolver
TODO
Need to implement better caching. Future plan is to include a configurable cache method so images seen across sessions can be cached for better performance
BUGS
Probably. Send us an email or a patch if you find one
COPYRIGHT / ACKNOWLEDGEMENTS
Copyright (c) 2023 Constituent Voice, LLC.
Original idea and basic setup came from Maurice Svay https://github.com/mauricesvay/ImageResolver
Image detection came from the bfg-pages project https://code.google.com/p/bfg-pages/
Reading AdBlock Plus filters forked from https://github.com/wildgarden/abpy
LICENSE
Some of the source libraries are licensed with the BSD license. To avoid license messiness we’ve chosen to release this software as BSD as well. The easylist.txt provided by AdBlockPlus is licensed as GPL and it should be updated regularly anyway. For these reasons we have chosen not to include the file in the package. You can pass it as the “blacklist” or “whitelist” parameter to the Webpageresolver
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