Archiving the Web, because nothing lasts forever: statistics, online archive services, extracting URLs automatically from browsers, and creating a daemon to regularly back up URLs to multiple sources.
- Link rot
- Reacting to broken links
- External Links
Links on the Internet last forever or a year, whichever comes first. This is a major problem for anyone serious about writing with good references, as link rot will cripple several% of all links each year, and compounding.
To deal with link rot, I present my multi-pronged archival strategy using a combination of scripts, daemons, and Internet archival services: URLs are regularly dumped from both my web browser’s daily browsing and my website pages into an archival daemon I wrote, which pre-emptively downloads copies locally and attempts to archive them in the Internet Archive. This ensures a copy will be available indefinitely from one of several sources. Link rot is then detected by regular runs of
linkchecker, and any newly dead links can be immediately checked for alternative locations, or restored from one of the archive sources.
As an additional flourish, my local archives are efficiently cryptographically timestamped using Bitcoin in case forgery is a concern, and I demonstrate a simple compression trick for substantially reducing sizes of large web archives such as crawls (particularly useful for repeated crawls such as my DNM archives).
Given my interest in long term content and extensive linking, link rot is an issue of deep concern to me. I need backups not just for my files1, but for the web pages I read and use—they’re all part of my exomind. It’s not much good to have an extensive essay on some topic where half the links are dead and the reader can neither verify my claims nor get context for my claims.
“With every new spring
the blossoms speak not a word
yet expound the Law—
knowing what is at its heart
by the scattering storm winds.”
The first remedy is to learn about broken links as soon as they happen, which allows one to react quickly and scrape archives or search engine caches (‘lazy preservation’). I currently use
linkchecker to spider Gwern.net looking for broken links.
linkchecker is run in a cron job like so:
@monthly linkchecker --check-extern --timeout=35 --no-warnings --file-output=html \ --ignore-url=^mailto --ignore-url=^irc --ignore-url=http://.*\.onion \ --ignore-url=paypal.com --ignore-url=web.archive.org \ https://www.gwern.net
Just this command would turn up many false positives. For example, there would be several hundred warnings on Wikipedia links because I link to redirects; and
linkchecker respects robots.txts which forbid it to check liveness, but emits a warning about this. These can be suppressed by editing
~/.linkchecker/linkcheckerrc to say
ignorewarnings=http-moved-permanent,http-robots-denied (the available warning classes are listed in
The quicker you know about a dead link, the sooner you can look for replacements or its new home.
“Anything you post on the internet will be there as long as it’s embarrassing and gone as soon as it would be useful.”
We can ask a third party to keep a cache for us. There are several archive site possibilities:
- the Internet Archive
- Perma.cc (highly limited; has lost some archives)
- Linterweb’s WikiWix8.
- Peeep.us (defunct as of 2018)
- Pinboard (with the $22/year archiving option9)
(An example would be
bits.blogs.nytimes.com/2010/12/07/palm-is-far-from-game-over-says-former-chief/ being archived at
These archives are also good for archiving your own website:
- you may be keeping backups of it, but your own website/server backups can be lost (I can speak from personal experience here), so it’s good to have external copies
- Another benefit is the reduction in ‘bus-factor’: if you were hit by a bus tomorrow, who would get your archives and be able to maintain the websites and understand the backups etc? While if archived in IA, people already know how to get copies and there are tools to download entire domains.
- A focus on backing up only one’s website can blind one to the need for archiving the external links as well. Many pages are meaningless or less valuable with broken links. A linkchecker script/daemon can also archive all the external links.
So there are several benefits to doing web archiving beyond simple server backups.
My first program in this vein of thought was a bot which fired off WebCite, Internet Archive/Alexa, & Archive.is requests: Wikipedia Archiving Bot, quickly followed up by a RSS version. (Or you could install the Alexa Toolbar to get automatic submission to the Internet Archive, if you have ceased to care about privacy.)
Finally, I wrote archiver, a daemon which watches12/reads a text file. Source is available via
git clone https://github.com/gwern/archiver-bot.git. (A similar tool is Archiveror; the Python package
archivenow does something similar & as of January 2021 is probably better.)
The library half of
archiver is a simple wrapper around the appropriate HTTP requests; the executable half reads a specified text file and loops as it (slowly) fires off requests and deletes the appropriate URL.
archiver is a daemon which will process a specified text file, each line of which is a URL, and will one by one request that the URLs be archived or spidered
archiver might look like
archiver ~/.urls.txt email@example.com. In the past,
archiver would sometimes crash for unknown reasons, so I usually wrap it in a
while loop like so:
while true; do archiver ~/.urls.txt firstname.lastname@example.org; done. If I wanted to put it in a detached GNU screen session:
screen -d -m -S "archiver" sh -c 'while true; do archiver ~/.urls.txt email@example.com; done'. Finally, rather than start it manually, I use a cron job to start it at boot, for a final invocation of
@reboot sleep 4m && screen -d -m -S "archiver" sh -c 'while true; do archiver ~/.urls.txt firstname.lastname@example.org \ "cd ~/www && nice -n 20 ionice -c3 wget --unlink --limit-rate=20k --page-requisites --timestamping \ -e robots=off --reject .iso,.exe,.gz,.xz,.rar,.7z,.tar,.bin,.zip,.jar,.flv,.mp4,.avi,.webm \ --user-agent='Firefox/4.9'" 500; done'
Remote archiving, while convenient, has a major flaw: the archive services cannot keep up with the growth of the Internet and are woefully incomplete. I experience this regularly, where a link on Gwern.net goes dead and I cannot find it in the Internet Archive or WebCite, and it is a general phenomenon: Ainsworth et al 2012 find <35% of common Web pages ever copied into an archive service, and typically only one copy exists.
The most ambitious & total approach to local caching is to set up a proxy to do your browsing through, and record literally all your web traffic; for example, using Live Archiving Proxy (LAP) or WarcProxy which will save as WARC files every page you visit through it. (Zachary Vance explains how to set up a local HTTPS certificate to MITM your HTTPS browsing as well.)
One may be reluctant to go this far, and prefer something lighter-weight, such as periodically extracting a list of visited URLs from one’s web browser and then attempting to archive them.
For a while, I used a shell script named, imaginatively enough,
#!/bin/sh set -euo pipefail cp `find ~/.mozilla/ -name "places.sqlite"` ~/ sqlite3 places.sqlite "SELECT url FROM moz_places, moz_historyvisits \ WHERE moz_places.id = moz_historyvisits.place_id \ and visit_date > strftime('%s','now','-1.5 month')*1000000 ORDER by \ visit_date;" | filter-urls >> ~/.tmp rm ~/places.sqlite split -l500 ~/.tmp ~/.tmp-urls rm ~/.tmp cd ~/www/ for file in ~/.tmp-urls*; do (wget --unlink --continue --page-requisites --timestamping --input-file $file && rm $file &); done find ~/www -size +4M -delete
The code is not the prettiest, but it’s fairly straightforward:
wget’s limitations haven’t been so bad.
splits the long list of URLs into a bunch of files and runs that many
wgets in parallel because
wgetapparently has no way of simultaneously downloading from multiple domains. There’s also the chance of
wgethanging indefinitely, so parallel downloads continues to make progress.
filter-urlscommand is another shell script, which removes URLs I don’t want archived. This script is a hack which looks like this:
#!/bin/sh set -euo pipefail cat /dev/stdin | sed -e "s/#.*//" | sed -e "s/&sid=.*$//" | sed -e "s/\/$//" | grep -v -e 4chan -e reddit ...
delete any particularly large (>4MB) files which might be media files like videos or audios (podcasts are particular offenders)
A local copy is not the best resource—what if a link goes dead in a way your tool cannot detect so you don’t know to put up your copy somewhere? But it solves the problem decisively.
The downside of this script’s batch approach soon became apparent to me:
- not automatic: you have to remember to invoke it and it only provides a single local archive, or if you invoke it regularly as a cron job, you may create lots of duplicates.
wgetmay hang, URLs may be archived too late, it may not be invoked frequently enough, >4MB non-video/audio files are increasingly common…
- I wanted copies in the Internet Archive & elsewhere as well to let other people benefit and provide redundancy to my local archive
It was to fix these problems that I began working on
archiver—which would run constantly archiving URLs in the background, archive them into the IA as well, and be smarter about media file downloads. It has been much more satisfactory.
archiver has an extra feature where any third argument is treated as an arbitrary
sh command to run after each URL is archived, to which is appended said URL. You might use this feature if you wanted to load each URL into Firefox, or append them to a log file, or simply download or archive the URL in some other way.
For example, instead of a big
local-archiver run, I have
wget on each individual URL:
screen -d -m -S "archiver" sh -c 'while true; do archiver ~/.urls.txt email@example.com "cd ~/www && wget --unlink --continue --page-requisites --timestamping -e robots=off --reject .iso,.exe,.gz,.xz,.rar,.7z,.tar,.bin,.zip,.jar,.flv,.mp4,.avi,.webm --user-agent='Firefox/3.6' 120"; done'. (For private URLs which require logins, such as darknet markets,
wget can still grab them with some help: installing the Firefox extension Export Cookies, logging into the site in Firefox like usual, exporting one’s
cookies.txt, and adding the option
--load-cookies cookies.txt to give it access to the cookies.)
Alternately, you might use
curl or a specialized archive downloader like the Internet Archive’s crawler Heritrix.
We may want cryptographic timestamping to prove that we created a file or archive at a particular date and have not since altered it. Using a timestamping service’s API, I’ve written 2 shell scripts which implement downloading (
wget-archive) and timestamping strings or files (
timestamp). With these scripts, extending the archive bot is as simple as changing the shell command:
@reboot sleep 4m && screen -d -m -S "archiver" sh -c 'while true; do archiver ~/.urls.txt firstname.lastname@example.org \ "wget-archive" 200; done'
Now every URL we download is automatically cryptographically timestamped with ~1-day resolution for free.
The space consumed by such a backup is not that bad; only 30–50 gigabytes for a year of browsing, and less depending on how hard you prune the downloads. (More, of course, if you use
linkchecker to archive entire sites and not just the pages you visit.) Storing this is quite viable in the long term; while page sizes have increased 7× between 2003 and 2011 and pages average around 400kb14, Kryder’s law has also been operating and has increased disk capacity by ~128×—in 2011, $109.0$80.02011 will buy you at least 2 terabytes, that works out to 4 cents a gigabyte or 80 cents for the low estimate for downloads; that is much better than the annual fee that somewhere like Pinboard charges. Of course, you need to back this up yourself. We’re relatively fortunate here—most Internet documents are ‘born digital’ and easy to migrate to new formats or inspect in the future. We can download them and worry about how to view them only when we need a particular document, and Web browser backwards-compatibility already stretches back to files written in the early 1990s. (Of course, we’re probably screwed if we discover the content we wanted was dynamically presented only in Adobe Flash or as an inaccessible ‘cloud’ service.) In contrast, if we were trying to preserve programs or software libraries instead, we would face a much more formidable task in keeping a working ladder of binary-compatible virtual machines or interpreters15. The situation with digital movie preservation hardly bears thinking on.
There are ways to cut down on the size; if you tar it all up and run 7-Zip with maximum compression options, you could probably compact it to 1⁄5th the size. I found that the uncompressed files could be reduced by around 10% by using fdupes to look for duplicate files and turning the duplicates into a space-saving hard link to the original with a command like
Good filtering of URL sources can help reduce URL archiving count by a large amount. Examining my manual backups of Firefox browsing history, over the 1153 days from 2014-02-25 to 2017-04-22, I visited 2,370,111 URLs or 2055 URLs per day; after passing through my filtering script, that leaves 171,446 URLs, which after de-duplication yields 39,523 URLs or ~34 unique URLs per day or 12,520 unique URLs per year to archive.
xz compression (at the cost of easy searchability), aggressive filtering, occasional manual deletion of overly bulky domains I feel are probably adequately covered in the IA etc, my full WWW archives weigh 55GB.
There are a number of ways to populate the source text file. For example, I have a script
#!/bin/sh set -euo pipefail cp --force `find ~/.mozilla/firefox/ -name "places.sqlite"|sort|head -1` ~/ sqlite3 -batch places.sqlite "SELECT url FROM moz_places, moz_historyvisits \ WHERE moz_places.id = moz_historyvisits.place_id and \ visit_date > strftime('%s','now','-1 day')*1000000 ORDER by \ visit_date;" | filter-urls rm ~/places.sqlite
filter-urls is the same script as in
local-archiver. If I don’t want a domain locally, I’m not going to bother with remote backups either. In fact, because of WebCite’s rate-limiting,
archiver is almost perpetually back-logged, and I especially don’t want it wasting time on worthless links like 4chan.)
This is called every hour by
@hourly firefox-urls >> ~/.urls.txt
This gets all visited URLs in the last time period and prints them out to the file for archiver to process. Hence, everything I browse is backed-up through
Sometimes a particular website is of long-term interest to one even if one has not visited every page on it; one could manually visit them and rely on the previous Firefox script to dump the URLs into
archiver but this isn’t always practical or time-efficient.
linkchecker inherently spiders the websites it is turned upon, so it’s not a surprise that it can build a site map or simply spit out all URLs on a domain; unfortunately, while
linkchecker has the ability to output in a remarkable variety of formats, it cannot simply output a newline-delimited list of URLs, so we need to post-process the output considerably. The following is the shell one-liner I use when I want to archive an entire site (note that this is a bad command to run on a large or heavily hyper-linked site like the English Wikipedia or LessWrong!); edit the target domain as necessary:
linkchecker --check-extern -odot --complete -v --ignore-url=^mailto --no-warnings http://www.longbets.org | fgrep http # | fgrep -v -e "label=" -e "->" -e '" [' -e '" ]' -e "/ " | sed -e "s/href=\"//" -e "s/\",//" -e "s/ //" | filter-urls | sort --unique >> ~/.urls.txt
linkchecker does not work, one alternative is to do a
wget --mirror and extract the URLs from the filenames—list all the files and prefix with a “http://” etc.
Due to length, this section has been moved to a separate page.
A raw dump of URLs, while certainly archivable, will typically result in a very large mirror of questionable value (is it really necessary to archive Google search queries or Wikipedia articles? usually, no) and worse, given the rate-limiting necessary to store URLs in the Internet Archive or other services, may wind up delaying the archiving of the important links & risking their total loss. Disabling the remote archiving is unacceptable, so the best solution is to simply take a little time to manually blacklist various domains or URL patterns.
This blacklisting can be as simple as a command like
filter-urls | grep -v en.wikipedia.org, but can be much more elaborate. The following shell script is the skeleton of my own custom blacklist, derived from manually filtering through several years of daily browsing as well as spiders of dozens of websites for various people & purposes, demonstrating a variety of possible techniques: regexps for domains & file-types & query-strings,
sed-based rewrites, fixed-string matches (both blacklists and whitelists), etc:
#!/bin/sh # USAGE: `filter-urls` accepts on standard input a list of newline-delimited URLs or filenames, # and emits on standard output a list of newline-delimited URLs or filenames. # # This list may be shorter and entries altered. It tries to remove all unwanted entries, where 'unwanted' # is a highly idiosyncratic list of regexps and fixed-string matches developed over hundreds of thousands # of URLs/filenames output by my daily browsing, spidering of interesting sites, and requests # from other people to spider sites for them. # # You are advised to test output to make sure it does not remove # URLs or filenames you want to keep. (An easy way to test what is removed is to use the `comm` utility.) # # For performance, it does not sort or remove duplicates from output; both can be done by # piping `filter-urls` to `sort --unique`. set -euo pipefail cat /dev/stdin \ | sed -e "s/#.*//" -e 's/>$//' -e "s/&sid=.*$//" -e "s/\/$//" -e 's/$/\n/' -e 's/\?sort=.*$//' \ -e 's/^[ \t]*//' -e 's/utm_source.*//' -e 's/https:\/\//http:\/\//' -e 's/\?showComment=.*//' \ | grep "\." \ | fgrep -v "*" \ | egrep -v -e '\/\.rss$' -e "\.tw$" -e "//%20www\." -e "/file-not-found" -e "258..\.com/$" \ -e "3qavdvd" -e "://avdvd" -e "\.avi" -e "\.com\.tw" -e "\.onion" -e "\?fnid\=" -e "\?replytocom=" \ -e "^lesswrong.com/r/discussion/comments$" -e "^lesswrong.com/user/gwern$" \ -e "^webcitation.org/query$" \ -e "ftp.*" -e "6..6\.com" -e "6..9\.com" -e "6??6\.com" -e "7..7\.com" -e "7..8\.com" -e "7..\.com" \ -e "78..\.com" -e "7??7\.com" -e "8..8\.com" -e "8??8\.com" -e "9..9\.com" -e "9??9\.com" \ -e gold.*sell -e vip.*club \ | fgrep -v -e "#!" -e ".bin" -e ".mp4" -e ".swf" -e "/mediawiki/index.php?title=" -e "/search?q=cache:" \ -e "/wiki/Special:Block/" -e "/wiki/Special:WikiActivity" -e "Special%3ASearch" \ -e "Special:Search" -e "__setdomsess?dest=" # ... # prevent URLs from piling up at the end of the file echo -e "\n"
filter-urls can be used on one’s local archive to save space by deleting files which may be downloaded by
wget as dependencies. For example:
find ~/www | sort --unique >> full.txt && \ find ~/www | filter-urls | sort --unique >> trimmed.txt comm -23 full.txt trimmed.txt | xargs -d "\n" rm rm full.txt trimmed.txt
Programming folklore notes that one way to get better lossless compression efficiency is by the precompression trick of rearranging files inside the archive to group ‘similar’ files together and expose redundancy to the compressor, in accordance with information-theoretical principles. A particularly easy and broadly-applicable way of doing this, which does not require using any unusual formats or tools and is fully compatible with the default archive methods, is to sort the files by filename and especially file extension. I show how to do this with the standard Unix command-line
sorttool, using the so-called “
sort --keytrick”, and give examples of the large space-savings possible from my archiving work for personal website mirrors and for making darknet market mirror datasets where the redundancy at the file level is particularly extreme and the
sort --keytrick shines compared to the naive approach.
Moved to “The Sort Key Trick”.
rdiff-backupto backup my entire home directory to a cheap 1.5TB hard drive (bought from Newegg using
forre.st’s “Storage Analysis—GB / $ for different sizes and media” price-chart); a limited selection of folders are backed up to Backblaze B2 using
I used to semiannually tar up my important folders, add PAR2 redundancy, and burn them to DVD, but that’s no longer really feasible; if I ever get a Blu-ray burner, I’ll resume WORM backups. (Magnetic media doesn’t strike me as reliable over many decades, and it would ease my mind to have optical backups.)↩︎
Bits and pieces of the web disappear all the time. It’s called ‘link rot’, and we’re all used to it. A friend saved 65 links in 1999 when he planned a trip to Tuscany; only half of them still work today. In my own blog, essays and news articles and websites that I link to regularly disappear—sometimes within a few days of my linking to them.
“Going, Going, Gone: Lost Internet References”; abstract:
The extent of Internet referencing and Internet reference activity in medical or scientific publications was systematically examined in more than 1000 articles published between 2000 and 2003 in the New England Journal of Medicine, The Journal of the American Medical Association, and Science. Internet references accounted for 2.6% of all references (672⁄25548) and in articles 27 months old, 13% of Internet references were inactive.
The Million Dollar Homepage still gets a surprising amount of traffic, so one fun thing one could do is buy up expired domains which paid for particularly large links.↩︎
By 2013-01-06, the number has increased to ~12,000 external links, ~7,200 to non-Wikipedia domains.↩︎
If each link has a fixed chance of dying in each time period, such as 3%, then the total risk of death is an exponential distribution; over the time period 2011–2070 the cumulative chance it will beat each of the 3% risks is 0.1658. So in 2070, how many of the 2200 links will have beat the odds? Each link is independent, so they are like flipping a biased coin and form a binomial distribution. The binomial distribution, being discrete, has no easy equation, so we just ask R how many links survive at the 5th percentile/quantile (a lower bound) and how many survive at the 95th percentile (an upper bound):
qbinom(c(0.05, 0.95), 2200, 0.97^(2070-2011)) #  336 394 ## the 50% annual link rot hypothetical: qbinom(c(0.05, 0.50), 2200, 0.50^(2070-2011)) #  0 0
101, ‘Buddhism related to Blossoms’; Unforgotten Dreams: Poems by the Zen monk Shōtetsu; trans. Steven D. Carter, ISBN 0-231-10576-2↩︎
Which I suspect is only accidentally ‘general’ and would shut down access if there were some other way to ensure that Wikipedia external links still got archived.↩︎
Since Pinboard is a bookmarking service more than an archive site, I asked in 2012 whether treating it as such would be acceptable and Maciej said “Your current archive size, growing at 20 GB a year, should not be a problem. I’ll put you on the heavy-duty server where my own stuff lives.”
I ultimately did not take him up on this offer in part because Pinboard’s archives were relatively low-quality. Pinboard started being neglected around 2017 by Maciej, and as of mid-2022, errors are routine. I do not recommend use of Pinboard.↩︎
Google Cache is generally recommended only as a last ditch resort because pages expire quickly from it. Personally, I’m convinced that Google would never just delete colossal amounts of Internet data—this is Google, after all, the epitome of storing unthinkable amounts of data—and that Google Cache merely ceases to make public its copies. And to request a Google spider visit, one has to solve a CAPTCHA—so that’s not a scalable solution.↩︎
Which would not be publicly accessible or submittable; I know they exist, but because they hide themselves, I know only from random comments online eg. “years ago a friend of mine who I’d lost contact with caught up with me and told me he found a cached copy of a website I’d taken down in his employer’s equivalent to the Wayback Machine. His employer was a branch of the federal government.”.↩︎
Version 0.1 of my
archiverdaemon didn’t simply read the file until it was empty and exit, but actually watched it for modifications with inotify. I removed this functionality when I realized that the required WebCite choking (just one URL every ~25 seconds) meant that
archiverwould never finish any reasonable workload.↩︎
Already one runs old games like the classic LucasArts adventure games in emulators of the DOS operating system like DOSBox; but those emulators will not always be maintained. Who will emulate the emulators? Presumably in 2050, one will instead emulate some ancient but compatible OS—Windows 7 or Debian 6.0, perhaps—and inside that run DOSBox (to run the DOS which can run the game).↩︎