URL normalization library for Rust, mainly designed to normalize URLs for https://progscrape.com.
The normalization algorithm uses the following heuristics:
- The scheme of the URL is dropped, so that
http://example.com
andhttps://example.com
are considered equivalent. - The host is normalized by dropping common prefixes such as
www.
andm.
. - The path is normalized by removing duplicate slashes and empty path segments, so that
http://example.com//foo/
andhttp://example.com/foo
are considered equivalent. - The query string parameters are sorted, and any analytics query parameters are removed (ie:
utm_XYZ
and the like). - Fragments are dropped, with the exception of certain fragment patterns that are recognized as significant (
/#/
and#!
)
For long-term storage and clustering of URLs, it is recommended that [UrlNormalizer::compute_normalization_string
] is used to
compute a representation of the URL that can be compared with standard string comparison operators.
The normalization strings are not a perfect clustering algorithm for content, but they will tend to cluster URLs pointing to the same data together. For a more accurate clustering algorithm, this library can be paired with a more advanced DUST-aware processing algorithm (for example, see DustBuster from "Do Not Crawl in the DUST: Different URLs with Similar Text").
# use url::Url;
# use urlnorm::UrlNormalizer;
let norm = UrlNormalizer::default();
let url = Url::parse("http://www.google.com").unwrap();
assert_eq!(norm.compute_normalization_string(&url), "google.com:");
For more advanced use cases, the [Options
] class allows end-users to provide custom regular expressions for normalization.
The normalization string gives an idea of what parts of the URL are considered significant:
http://efekarakus.github.io/twitch-analytics/#/revenue
efekarakus.github.io:twitch-analytics:revenue:
http://fusion.net/story/121315/maybe-crickets-arent-the-food-of-the-future-after-all/?utm_source=facebook&utm_medium=social&utm_campaign=quartz
fusion.net:story:121315:maybe-crickets-arent-the-food-of-the-future-after-all:
http://www.capradio.org/news/npr/story?storyid=382276026
capradio.org:news:npr:story:storyid:382276026:
http://www.charlotteobserver.com/2015/02/23/5534630/charlotte-city-council-approves.html#.VOxrajTF91E
charlotteobserver.com:2015:02:23:5534630:charlotte-city-council-approves:
http://www.m.webmd.com/melanoma-skin-cancer/news/20150409/fewer-us-children-getting-melanoma-study?src=RSS_PUBLIC
webmd.com:melanoma-skin-cancer:news:20150409:fewer-us-children-getting-melanoma-study:src:RSS_PUBLIC: