A friend of mine recently reminded me of the OpenPGP smartcard v2, and told me that it was perfectly able to handle 4096 bit RSA keys (provided you have GnuPG v2.0.18+). I had the opportunity to play with one a little, and notice it was super easy to use it for ssh authentication, especially since I already use gpg-agent as my ssh-agent (it should be easy to use a purely software authentication key as ssh key with GnuPG 2.1). So I decided to buy two of them and try to switch my main key (0x71ef0ba8) to it. The cards arrived this weekend, and I was able to play with it a little. I didn't log every command I typed, but it was pretty easy, in the end. What I decided to do was to use one smartcard for every day usage, and one only for key signing. So basically, I would generate three (signing, encryption, authentication) subkeys, put them on smartcard 1, then put the primary key on smartcard 2. Then erase the private parts, and only keep them on smartcards. In case it interests people, here the somehow detailed steps. Note that everywhere 'gpg' means 'gpg2' on Debian, we really need GnuPG v2 for correct smartcard handling. You'd better use gpg-agent too, although it doesn't seem mandatory.

1. make a backup! As we're gonna play with private parts (!), it's always a good idea to have backups. And it'll be useful to have one later, in case there's a problem with the smartcards. You can do a copy of your complete ~/.gnupg folder, but I simply did:

   corsac@scapa: umask 066
   corsac@scapa: gpg -o 71ef0ba8.gpg --export-secret-keys 71ef0ba8
   

2. Add three subkeys. Skip this is you already have subkeys (you usually already have an encryption subkey, but I wanted to switch to a new one too) --expert is needed in order to chose capabilities.

   corsac@scapa: gpg --expert --edit-key 71ef0ba8
   gpg> addkey
   Please select what kind of key you want:
      (3) DSA (sign only)
      (4) RSA (sign only)
      (5) Elgamal (encrypt only)
      (6) RSA (encrypt only)
      (7) DSA (set your own capabilities)
      (8) RSA (set your own capabilities)
   Your selection? 8
   Possible actions for a RSA key: Sign Encrypt Authenticate 
   Current allowed actions: Sign Encrypt 
      (S) Toggle the sign capability
      (E) Toggle the encrypt capability
      (A) Toggle the authenticate capability
      (Q) Finished
   Your selection? e
   Possible actions for a RSA key: Sign Encrypt Authenticate 
   Current allowed actions: Sign 
      (S) Toggle the sign capability
      (E) Toggle the encrypt capability
      (A) Toggle the authenticate capability
      (Q) Finished
   Your selection? Q
   RSA keys may be between 1024 and 4096 bits long.
   What keysize do you want? (2048) 
   Requested keysize is 2048 bits
   Please specify how long the key should be valid.
            0 = key does not expire
           = key expires in n days
         w = key expires in n weeks
         m = key expires in n months
         y = key expires in n years
   Key is valid for? (0) 1y
   Key expires at dim. 27 oct. 2013 20:38:44 CET
   Is this correct? (y/N) y
   Really create? (y/N) y
   We need to generate a lot of random bytes. It is a good idea to perform
   some other action (type on the keyboard, move the mouse, utilize the
   disks) during the prime generation; this gives the random number
   generator a better chance to gain enough entropy.
   

   Repeat this for encryption and authentication subkeys. Then save and send the key to keyservers

   gpg> save
   corsac@scapa: gpg --send-keys 71ef0ba8
   

3. Next, we'll switch to the smartcard part. I use a Gemalto PC ExpressCard reader which is perfectly recognized under Debian. You just need few tools:

   root@scapa: ~# apt-get install pcscd scdaemon
   

   Plug the reader, insert the card, make sure it's detected:

   corsac@scapa: gpg --card-status
   Application ID ...: D2760001240102000005000016A10000
   Version ..........: 2.0
   Manufacturer .....: ZeitControl
   ...
   

   You can edit various parameter (name etc.) and change the PINs using gpg:

   corsac@scapa: gpg --change-pin
   corsac@scapa: gpg --card-edit
   

4. Then we'll put the subkeys in the first smartcard. It might be a good idea to export again the private keys for backups.

   corsac@scapa: gpg -o 71ef0ba8.gpg --export-secret-keys 71ef0ba8
   

5. We'll now use the keytocard gpg command to move the private parts on the smartcard:

   corsac@scapa: gpg --edit-key 71ef0ba8
   gpg> key 1 # select encryption subkey
   gpg> keytocard
   gpg> key 2 # select signature subkey
   gpg> keytocard
   gpg> key 3 # select authentication subkey
   gpg> keytocard
   gpg> save
   

   A quick check on the card now reveals that it's populated:

   corsac@scapa: gpg --card-status
   Application ID ...: D2760001240102000005000016A10000
   Version ..........: 2.0
   Manufacturer .....: ZeitControl
   Serial number ....: 000016A1
   Name of cardholder: Yves-Alexis Perez
   Language prefs ...: fr
   Sex ..............: unspecified
   URL of public key : http://www.corsac.net/71ef0ba8.asc
   Login data .......: corsac
   Signature PIN ....: forced
   Key attributes ...: 2048R 2048R 2048R
   Max. PIN lengths .: 32 32 32
   PIN retry counter : 3 3 3
   Signature counter : 7
   Signature key ....: 9745 B022 7323 81FE 9E7E  AFF5 6DDB 53F2 A675 C0A5
         created ....: 2012-10-27 11:24:07
   Encryption key....: F7E0 078F EA1A 5F23 92E0  20B3 A83A D136 D98D 0D9F
         created ....: 2012-10-27 11:27:01
   Authentication key: 8CFD D478 AB4A 16F8 F0EC  CD33 24E2 3B5C CC0E 273D
         created ....: 2012-10-17 14:29:18
   General key info..: pub  2048R/A675C0A5 2012-10-27 Yves-Alexis Perez 
   sec>  4096R/71EF0BA8  created: 2009-05-06  expires: never     
                         card-no: 0005 000016A2
   ssb   4096g/36E31BD8  created: 2009-05-06  expires: never     
   ssb>  2048R/CC0E273D  created: 2012-10-17  expires: 2013-10-27
                         card-no: 0005 000016A1
   ssb>  2048R/A675C0A5  created: 2012-10-27  expires: 2013-10-27
                         card-no: 0005 000016A1
   ssb>  2048R/D98D0D9F  created: 2012-10-27  expires: 2013-10-27
                         card-no: 0005 000016A1
   

6. At that point, the private part is replaced by a stub in the secret keyring, so when you export them, you only export stubs which you can then use anywhere without actually giving your private key. So now is a good idea to export the subkeys so you can import them on other boxes:

   corsac@scapa: gpg -o 71ef0ba8-subkeys.gpg --export-secret-subkeys 71ef0ba8
   

   Note that only the subkeys private parts have been moved to the card, not the primary one, so you're still able to sign keys. Here, you have multiple choices. You can simply erase the private key (and later re-import the stubs) and use the offline copy made above when you need to sign another key.
7. What I did is something else. I've put the primary key on my second OpenPGP smartcard. That way, I won't lose it, it'll be kept safely in my house, but still be on a hardware token where it won't come out. The procedure for doing is so is exactly the same as above. First take a backup (in case you didn't do it first, do it now since after the keytocard command you won't have a backup of your primary key and there'll be no way to extract it from the smartcard. Then put the new smartcard in the reader, edit the key (don't select a subkey) and run the keytocard command. After that, running gpg --export-secret-keys will export the stub and not the private part of your primary key.

In the end, it seems that everything is running fine. Only issue is that scdaemon is sometime not behaving nicely (especially after a card change or or suspend/resume cycle). I didn't yet report a bug but you might want to kill it in case it's stuck. You can also use the authentication subkey for ssh logins. When the card is inserted, the authentication subkey appears automatically (through the magic of gpg-agent):

corsac@scapa: ssh-add -L
ssh-rsa AAAAB3NzaC1yc2EA... cardno:0005000016A1 And now you can add it to your various authorized_keys and use the smartcard for SSH.

(This post contains some discussion of rape and sexual assault but does not go into any specifics)

There was a brief controversy at Linux.conf.au back in 2011. The final keynote speaker gave a compelling presentation on online privacy, including some slides containing sexualised imagery. This was against the terms of the conference policies, and resulted in an apology from the conference organisers and the speaker. The situation was unfortunate but well handled, and that should have been the end of it.

Afterwards, there was some pushback on the conference mailing list. Concerns were raised about the policy being overly restrictive and the potential for it to be used to stifle speech that influential groups disagreed with. I don't agree with these arguments, but discussion of why policies have been implemented is completely natural and provides an opportunity for a community to determine what its expected standards are.

And then Ted Ts'o effectively called rape victims liars[1]. At first I assumed that this was just some sort of horrific failure to understand the implications of what he was saying, so I emailed him to check. The reply I got drew a pretty clear distinction between the case of a drunk college student raping another drunk college student in their room and the case of knifepoint rape in a dark park. You know, the difference between accidental rape and rape rape. The difference between the one any of us might have done and the one that only bad people do. Legitimate rape and the "rape" that those feminists talk about. The distinction that lets rapists convince themselves that they didn't really rape anyone because they weren't holding a knife at the time.

Ted Ts'o argues that only a small percentage of rape really counts as what people think of as rape. Ted Ts'o is a rape apologist.

There's an ongoing scandal in the UK at the moment. A well known DJ, Jimmy Savile, died last year. He grew up in a working class family, but through hard work and natural talent was one of the most significant figures in promoting pop music in the UK in the 50s and 60s, and worked in various parts of the BBC for the best part of 30 years. He spent significant amounts of time raising money for charity, and it's estimated that he raised over 40 million for various causes. Since his death, around 300 people have accused him of sexually abusing them. The BBC is desperately trying to explain why it cancelled an expose shortly before it aired. Multiple people who worked there at the time claim that everyone knew he was involved in indecent activities, but saying anything would risk both their career and the charities that depended on his fundraising. Nobody said anything, and he was allegedly free to continue his abuse.

Ted Ts'o is a significant figure in the Linux kernel community. He has expressed abhorrent beliefs that damage that community. Condemnation was limited to a mailing list with limited readership, meaning, effectively, that nobody said anything. Last week the Ada Initiative published a blog post pointing out the damage that did, and I realised that my effective silence was not only helping to alienate 50% of the population from involving themselves with Linux, it was also implicitly supporting my community leadership. I was giving the impression that I was basically fine with our community leaders telling people that it wasn't really rape if you were both drunk enough. I was increasing the chances of members of our community being sexually assaulted. Silence is endorsement. Saying nothing is not ok.

In the absence of an apology and explanation from Ted, I'll be interacting with him to the bare minimum that I'm compelled to as a result of my job. I won't be attending any Linux Foundation events he's involved in organising. If I'm running any events, I won't be inviting him. At a time when we're finally making progress in making our community more open and supportive, we don't need leaders who undermine that work. Support organisations who encourage that progress, not the people who help drag us back.

Footnotes

[1]The original archive has vanished. I've put up a copy of the relevant thread here. Throughout, Ted states that he's actually arguing against the idea that women need to be frightened of sexual assault, and not against the definition of rape. Except saying things like This one does a pretty good job of taking apart the Koss / Ms. Magazine study, which is the source for the "1 in 4" number. For example, it points out that over half of those cases were ones where undergraduates were plied with alcohol, and did not otherwise involve using physical force or other forms of coercion is difficult to read in any way other than "Half of the people you're counting as having been raped haven't really been raped", and favourably referring to an article that asserts that the rate of false rape reports is probably close to 50% is pretty strong support for the idea that many rape victims are liars.

(Update 2012/10/30: Adam Williamson suggests in this comment that this mail is a better example of Ted's behaviour - there's some explicit victim blaming and a lot of "Is that rape" questioning with the obvious implication that the answer should be "no". Ted Ts'o is a victim blaming rape apologist.)

(Update 2012/11/05: It's been suggested that I haven't been sufficiently clear about which of Ted's statements justify my claims. So, here we go.

In this mail, Ted links to and endorses this article. He explicitly links to it because of its treatment of rape statistics. Quoting directly from that article:
the rate of false reports is at least 9 percent and probably closer to 50 percent
Ted explicitly endorses an article that claims that a significant percentage of reported rapes are false. The study that generated that figure is held in poor regard by other researchers in the field - Australian police figures indicate that 2.1% of rape accusations were classified as false. Ted asserts that he was trying to argue against poor use of statistics, so it's a fair assumption that he agrees with the alternative statistics that he's citing. Ted believes that many rape victims are making false accusations. Ted believes that many rape victims are liars.

Again in this mail, Ted argues against a claimed figure that 1 in 4 women have been sexually assaulted. One of his arguments is that Also found in the Koss study, although not widely reported, was the statistic that of the women whom she classified as being raped (although 73% refused to self-classify the event as rape), 46% of them had subsequent sex with the reported assailant. Ted disagrees with a statistic because some rape victims subsequently have sex with the reported assailant. This means that Ted believes that this indicates that they were not really raped. Ted is a rape apologist.)

comments

I am looking for a replacement for IlohaMail, since I just noticed it stopped working reliably:

[Mon Oct 29 18:57:18 2012] [error] [client 195.144.91.202] PHP Warning:  strcasecmp() expects parameter 1 to be string, array given in /usr/share/IlohaMail/include/mime.inc on line 87, referer: [...]

This happens when trying to view an email. When that happens, the headers are parsed correctly, but the body isn't shown, and one has to instead click on the "view source" link to see anything at all. There's actually a patch for this bug gathering dust in the BTS; that, plus the fact that it has not seen any upstream activity since 2005, and that the last maintainer upload into Debian was in 2008, makes me conclude that IlohaMail is probably dead. Therefore, I'm looking for a replacement. Specifically, I'm looking for:

• Something simple and lightweight. The server on which this will be running is a QNAP 419U, which is powerful enough to do some useful things, but not to the extent that I can just waste resources. Additionally, the webmail is only used as an emergency thing, when I don't have my laptop immediately with me.
• If it's not written in PHP, that'd be a plus.
• It must not require MySQL, and preferably no database at all (though I can live with PostgreSQL if needs be).
• It should try to get at the mail either through IMAP or through reading maildirs

Does something like that exist? If so, pointers would be greatly appreciated.

I'm currently running Debian's rolling release (aka "testing") on my main machine and have added some stuff to make that nicer. First thing I have is configuration and package management. Since I have relatively few machines, I am using a metapackage per machine that installs some configuration files with changes that I want. The metapackages depend on packages that I need installed so that I can mark all other packages as being automatically installed. The metapackages are also useful for documenting why I have things installed. It depends on things like task-laptop from tasksel, hardware support packages, the GUI I use, games I play often and so on. My laptop does not have a CD/DVD drive so I have some metapackages to fool apt into ignoring dependencies on CD/DVD related packages I don't need. I'm building the metapackages using equivs-build and a small Makefile. I use the File: header supported by equivs-build for installing config files. I have popcon installed and enabled but I don't want it to leak the names of the metapackages so I have added a prefix to my metapackages and modified the popcon cron job to remove anything containing that prefix. I also don't want apt to ever remove the metapackages so I mark them as Important: yes and configure apt to never autoremove them.

--- /etc/cron.daily/popularity-contest~
+++ /etc/cron.daily/popularity-contest
@@ -71,8 +71,8 @@
 # try to post the report through http POST
 if [ "$SUBMITURLS" ] && [ "yes" = "$USEHTTP" ]; then
     for URL in $SUBMITURLS ; do
-   if setsid /usr/share/popularity-contest/popcon-upload \
-       -u $URL -f $POPCON 2>/dev/null ; then
+   if grep -v myprefix- $POPCON   setsid /usr/share/popularity-contest/popcon-upload \
+       -u $URL 2>/dev/null ; then
        SUBMITTED=yes
    else
        logger -t popularity-contest "unable to submit report to $URL."
@@ -94,7 +94,7 @@
        echo "MIME-Version: 1.0"
        echo "Content-Type: text/plain"
        echo
-       cat $POPCON
+       grep -v myprefix- $POPCON
    )   do_sendmail
    SUBMITTED=yes
     else

/etc/apt/apt.conf.d/99metapackages:

APT::NeverAutoRemove   "^myprefix-.*";  ;

I am using Raphael Geissert's mirror redirector in order to automatically use up-to-date and hopefully non-broken mirrors. Unfortunately this often causes apt to complain about hash sum mismatches and then proceed to forget about all packages. I work around this by always running apt-get update in a loop until it succeeds.

while ! apt-get update ; do sleep 1m; done

A lot of the time I need to install packages from outside of testing. So my sources.list contains lines for testing, unstable and experimental. I have some apt pinning so that by default I only have packages from testing but if I manually upgrade some packages to unstable or experimental, then I will get upgrades within that suite until those packages migrate down to unstable or testing. The apt pinning needs priorities between 1000 and 500 for this to work nicely. I also pin some things like lintian, debian-policy and devref to unstable/experimental since having old versions of those is not useful. /etc/apt/sources.list:

# testing
deb http://security.debian.org/ testing/updates main contrib non-free
deb-src http://security.debian.org/ testing/updates main contrib non-free
deb http://http.debian.net/debian/ testing main contrib non-free
deb-src http://http.debian.net/debian/ testing main contrib non-free
# unstable
deb http://http.debian.net/debian/ unstable main contrib non-free
deb-src http://http.debian.net/debian/ unstable main contrib non-free
# experimental
deb http://http.debian.net/debian/ experimental main contrib non-free
deb-src http://http.debian.net/debian/ experimental main contrib non-free

/etc/apt/preferences.d/system:

Package: *
Pin: release a=testing
Pin-Priority: 800
Package: *
Pin: release a=unstable
Pin-Priority: 700
Package: *
Pin: release a=experimental
Pin-Priority: 600

/etc/apt/preferences.d/packages:

Package: lintian
Pin: release a=unstable
Pin-Priority: 900
Package: lintian
Pin: release a=experimental
Pin-Priority: 910
Package: debian-policy
Pin: release a=unstable
Pin-Priority: 999
Package: developers-reference
Pin: release a=unstable
Pin-Priority: 999

I have a few configuration files and a cron job to make all programs dump core files when they crash so that I can file bugs, even for random crashes that are not easy to reproduce. I enabled some kernel settings with sysctl, lifted some security limits to enable core dumps, and added a cron job to delete old core dumps and notify me of new core dumps. In my shell configuration I also turn on two glibc options to cause programs to crash when they have improper memory management. I also have a second machine I use for bug discovery where I have lots of stuff installed and everything apt pinned in the opposite way; experimental > unstable > testing. When I have time I use this machine to do testing of packages I use, classes of packages that I care about (such as games) and sometimes packages I do not use. /etc/sysctl.d/corefiles.conf:

fs.suid_dumpable = 1
kernel.core_uses_pid = 1
kernel.core_pattern = /var/cache/corefiles/core-%p-%u-%g-%s-%t-%h-%e

/etc/security/limits.d/corefiles.conf:

*              soft    core            unlimited
*              hard    core            unlimited

/etc/cron.daily/corefiles:

#!/bin/sh
mkdir -p /var/cache/corefiles
chmod 2777 /var/cache/corefiles
if [ $(find /var/cache/corefiles -mtime +100 -a ! -type d   wc -l) -gt 0 ]; then
    echo deleting:
    find /var/cache/corefiles -mtime +100 -a ! -type d
    find /var/cache/corefiles -mtime +100 -a ! -type d -print0   xargs -0 rm -f
fi
if [ $(find /var/cache/corefiles ! -type d   wc -l) -gt 0 ] ; then
    echo still present:
    find /var/cache/corefiles ! -type d
fi

~/.bash.d/malloc:

export MALLOC_CHECK_=2
export MALLOC_PERTURB_=$(($RANDOM % 255 + 1))

I unfortunately need some packages from contrib/non-free, so I have a cron job to let me know when I accidentally install new packages from contrib/non-free.

@daily diffcmdoutput ~/.cache/non-free-contrib aptitude search ~i~snon-free\ ~i~scontrib

I backup my dpkg package selections and debconf databases.

@daily diffcmdoutput ~/backup/packages dpkg --get-selections
@daily diffcmdoutput ~/backup/config debconf-get-selections 2> /dev/null

I notify myself of changes to the list of new packages so that I can review them, install any useful/interesting ones and tell aptitude to forget them all.

@daily diffcmdoutput ~/.cache/new aptitude search ~N

I notify myself of changes to the list of packages I have installed that are not up-to-date packages from testing. This helps me catch packages removed from testing/unstable/etc that I use.

@daily diffcmdoutput ~/.cache/apt-show-versions sh -c "apt-show-versions   grep -v '/testing uptodate'"

I notify myself of packages that I maintain that are having issues migrating to testing. I considered doing the same for teams I am involved in but they aren't particularly functional teams so there would be a lot of noise.

@daily grep-excuses 'Paul Wise'

I notify myself of RC bugs that apply to testing and are installed. The list is so long that it just makes me depressed instead of motivated to help fix RC bugs so I only notify myself of changes. Even then I rarely do anything other than delete the notifications. If you are looking for ways to help Debian, fixing RC bugs is a great choice.

@daily diffcmdoutput ~/.cache/rcbugs rc-alert -d T --exclude-tags IP+MR

I notify myself of packages that are orphaned or need a new maintainer. There are usually so many packages in this list that it is not useful, so I only notify myself of changes to the list. I rarely adopt packages because I feel overloaded already. If you are looking for ways to help Debian, adopting packages is a good choice.

@daily wnpp-alert --diff

One of my packages is for interacting with servers on the Internet, so I need to run tests periodically to ensure the package works. I do that with a simple Makefile but maybe I need to move to autopkgtest, need to find out if it saves data between runs first.

@monthly cd ~/devel/debian/tests ; make

I install debsecan so that I get notified of security updates in unstable and new security issues that are not fixed yet. The way debsecan works is that it notifies about changes in security issues and updates and also includes a full list of all known unfixed issues. I generally install security updates from unstable when I see them. The list of unchanged issues is so long that it makes me wonder how many times I've been cracked already. The oldest issue goes back to 2002 but most of them are 2010 or later. The various parts of WebKit are by far the worst security offenders. I don't bother with the white-listing functionality due to the quantity of security issues and because it isn't possible to add a comment about each white-list item. If you want to get involved with the security team, reporting issues with the data in the security tracker is a good idea. I subscribe to the ftpmaster RSS feeds for new and removed packages to keep up to date with changes in the archive. A lot of the above applies to running systems based on Debian stable too. If you have any other thoughts about running Debian systems, please blog about them. The diffcmdoutput command used above is a simple shell script:

#!/bin/sh
cache="$1"
shift
temp="$(mktemp "$cache"XXXXXXXXXXXXXX)"
"$@" > "$temp"
diff --unified "$cache" "$temp"
mv --force "$temp" "$cache"

Over the years, I have had many different blogs. I mainly use them to post updates regarding my work in the FOSS community, with most of these relating to Ubuntu/Debian. My most recent blog was a Wordpress instance I ran on a VPS provided by a friend. This worked pretty well, but for various reasons, I no longer have access to that box. Earlier today, I started thinking about launching a new blog. The first problem I had to overcome was deciding where to host it. Many of the groups I am involved with provide members with a ~/public_html directory that can be used to host simple HTML+Javascript+CSS websites. However, most of these sites do not have the ability to use PHP, CGI, or access databases. I realized rather quickly that if I were to find a blogging platform that I could run from a ~/public_html directory on one of those machines, I would never have the problem of not having a host for my blog ever again. There is a near infinite number of free web hosts that can handle simple HTML sites. One key feature of any blog is the ability for readers to subscribe to it. Usually, the blogging platform handles automatically updating the feed when a new post is published. However, my simple HTML blog would not be able to do that. Since I knew I did not want to manually update the feeds, I started looking for a way to generate the feed locally on my personal machine and then push it to the remote site that is hosting my blog. About this time, I started compiling a list of features I would need to make this blogging platform usable. In no particular order, they included:

• Produce a blog that only uses HTML, CSS, and Javascript that can be run from a ~/public_html directory
• Output an RSS feed for the site and per-tag RSS feeds that people can subscribe to
• Display an index of the most recent blog posts and allow people to browse an archive of older posts
• Allow formatting blog posts through HTML or Markdown
• Be maintainable in a VCS

After some searching, I found an application developed by Steve Kemp called Chronicle. Chronicle supports all of the features I described plus many more. It is also very quick and easy to setup. If you are running Debian, Chronicle is available from the repositories. Start by installing Chronicle. Note that these steps should all be done on your personal machine, not the machine that is going to host your blog.

sudo apt-get install chronicle

There are a few other packages that you can install to extend the functionality of Chronicle

sudo apt-get install memcached libcache-memcached-perl libhtml-calendarmonthsimple-perl libtext-vimcolor-perl libtext-markdown-perl

Next, create a few folders to hold our blog. We will store our raw blog posts in ~/blog/input and have the generated HTML versions go in ~/blog/output.

mkdir -p ~/blog/ input,output 

Now, we need to configure some preferences. We will base our preferences on the global configuration file shipped with the package.

cp /etc/chroniclerc ~/.chroniclerc

Open up the new ~/.chroniclerc file in your favorite editor. It is pretty well commented, but I will still explain the changes I made. input is the path to where your blog posts can be found. These are the raw blog posts, not the generated HTML versions of the posts. In our example, this should be set to ~/blog/input. pattern tells Chronicle which files in the input directory are blog posts. We will use a .txt extension to denote these files. Therefore, set pattern to *.txt. output is the directory where Chronicle should store the generated HTML versions of the blog posts. This should be ~/blog/output theme-dir is the directory that holds all of the themes. Chronicle ships with a couple of sample themes that you can use. Set this to /usr/share/chronicle/themes theme is the name of the theme you want to use. We will just use the default them, so set this to default entry-count specifies how many blog posts should be displayed on the HTML index page for the blog. I like to keep this fairly small, so I set mine to 10. rss-count is similar to entry-count, but it specifies the number of blog posts to include in the RSS feed. I also set this to 10 format specifies the format used in the raw blog posts. I write mine in markdown, but multimarkdown, textile, and html are also supported. Since most ~/public_html directories do not support CGI. We will disable comments by setting no-comments to 1 suffix gets appended to the filenames of all of the generated blog posts. Set this to .html url_prefix is the first part of the URL for the blog. If the index.html file for the blog is going to be available at http://example.com/blog/ , set this to *http://example.com/~user/blog/ blog_title is whatever you want your blog to be called. The title is displayed at the top of the site. Set it to something like Your Name's Blog post-build is a very useful setting. It allows us to have Chronicle perform some action after it finishes running. We will use this to copy our blog to the remote host's public_html directory. Set this field to something like scp -r output/* user@example.com:~/public_html/blog. You will probably want to setup SSH so that you do not need to enter a password each time. Finally, date-archive-path will allow you to get the nice year/month directories to sort your posts. Set this to 1. Your final ~/.chroniclerc should look something like this:

input = ~/blog
pattern = *.txt
output = ~/blog/output
theme-dir = /usr/share/chronicle/themes
theme = default
entry-count = 10
rss-count = 10
format = markdown
no-comments = 1
suffix = .html
url_prefix = http://example.com/~user/blog/
blog_title    = Your Name's Blog
post-build = scp -r output/* user2@example.com:~/public_html/blog
date-archive-path = 1

You are now ready to start writing your first blog post. Open up ~/blog/MyFirstBlogPost.txt in your favorite text editor. Modify it to look like this:

Title: My First Blog Post
Tags: MyTag
Date: October 29, 2012
This is my **first** blog post.

Notice the metadata stored at the top? This is required for every post. Chronicle uses it to figure out the post title, tags, and date. It has some logic to try and guess this information if missing, but it is probably safest if you specify it. The empty line between the metadata and the post content is also required. Remember, we configured Chronicle to treat these as Markdown files, so feel free to utilize any Markdown formatting you wish. Finally, run chronicle from a terminal. If all goes well, it should generate your blog and copy the files to the remote host. You can now go to http://example.com/~user/blog to view it. One final suggestion would be to store the entire blog in a git repository. This will allow you to utilize all of the features of a VCS, such as reverting any accidental changes or allowing multiple people to collaborate on a blog post at the same time.

I'm the maintainer of MySQL Connector/Python Debian package, and it's shipped with several unittests, but they require a MySQL instance to be run against, so up to know I wasn't able to run them at build-time.

But I want to change that, so I wanted to find a way to spawn a MySQL instance just for testing purposes. I've searched a lot, and then found a package solving the same problem: php5.

The package has a setup-mysql.sh script that takes care of starting/stopping the instances, and debian/rules file sets up instance parameters and then it starts the instance before the tests and then stops it after them.

It's a very interesting solution, so I thought of sharing + taking notes to self, just in case I need it in other situations.

Almost a year after my previous post, I felt inclined to spend another Sunday (this one was chilly rather than rainy) working on my script to integrate the drumkit of Guitar Hero World Tour for Wii within a MIDI environment. And wiigh2midi got, if not a rewrite, then at least a few enhancements since I last mentioned it here.

• The buttons are now handled. The cross-stick , the A and B buttons, + and -, Home, 1 and 2. And if the Wiimote is plugged into a drumkit, you get even more buttons: another set of + and -, plus another mini-joystick. Thunder! Martians! Bubbles! Yay for sound effects!
• A side-effect: the drumkit is no longer even necessary. Run several instances with different configurations, give a wiimote each to a bunch of kids, and get them to perform a batucada by pressing the big round button in time. I tried and failed, but it was due to the age and over-excitedness of the bunch of kids in question rather than the technical side of things.
• Yeah, configurations. It's all in a nice .ini file now, and you can define several kits (input-to-MIDI-note mappings) in different sections, and select which kit to use when running.
• The configuration can also define which MIDI device to send events to, and which channel to use. My use case is that sometimes I want to use my GHWT drumkit as a set of extra pads and send the MIDI stuff to my real electronic drumkit (over an USB adaptor), and sometimes I just want to send the MIDI events to a software synthesiser such as Hydrogen, to have a second, cheaper, lighter drumkit.
• Speaking of Hydrogen: since the MIDI-to-instrument mappings are somewhat strange in there, I provided a template Hydrogen file with a reasonable drumkit that matches the example configuration if wiigh2midi.
• Hey, you know, three toms, two cymbals and one pedal are really a small kit, even for beginners. And what about open/closed hi-hats? Well, we could, you know, split some of the pads so they can produce different sounds depending on context. Like, maybe if you hit the left pad real soft, you get a cross-sticks sound, but you get the standard snare drum sound if you hit it a bit harder (or very hard). And the open hi-hat could be obtained by hitting the yellow cymbal harder, with normal hits still sounding like closed hi-hats. And since the crash cymbal is usually hit markedly, while the ride is usually more of a soft-to-medium hit, you guess what we could do with the orange cymbal. Well, scratch the could there, that's exactly what we do now. So my cheap drumkit has hi-hats that open, a cross-stick sound on the snare drum, ride and crash cymbals, a bass drum and two toms. Not so bad.

It's still not something that I'd put in everyone's hands, but it's coming to be seriously usable. I wonder if there'd be any interest in me packaging that and uploading it to Debian? It would need some cleanup first (and a more generic name, since it's far from restricted to Guitar Hero controllers or drumkits), but I guess it could be useful. Ping me if you're interested.

here's the short overview about my activities around release-critical bugs for the last week:

• #623578 gadfly: "gadfly: build wrong version of the packaging during a binNMU"
  fix patch after feedback from Jakub Wilk, re-upload to DELAYED/2
• #675971 mumble: "Cannot communicate with the vast majority of Mumble servers due to lack of required baseline codec"
  apply patch from Chris Knadle, upload to DELAYED/2 after RT reply in #691098
• #689779 pptpd: "pptpd: modifies conffiles during squeeze2wheezy upgrade (policy 10.7.3): /etc/pptpd.conf, /etc/init.d/pptpd, /etc/ppp/pptpd-options"
  bug triaging, NMUd by a fellow DD
• #689946 lat: "lat: Cannot open assembly '/usr/lib/lat/lat.exe': No such file or directory."
  send a patch to the BTS, uploaded by maintainer
• #690147 cyrus-common-2.2: "cyrus-common-2.2: missing copyright file after upgrade from squeeze"
  send a patch to the BTS, uploaded by maintainer
• #690148 gcc-mingw32: "gcc-mingw32: missing copyright file after upgrade from squeeze"
  send a patch to the BTS, already fixed by maintainer the same way
• #690150 libphone-ui-dev: "libphone-ui-dev: missing copyright file after upgrade from squeeze"
  send a patch to the BTS, uploaded by maintainer
• #690947 lat: "lat: Missing dependency on libmono-corlib2.0-cil"
  merge with #689946 after a bit triaging

Inspired by this clock, which made the rounds a few weeks back, and fueled by a bet to see who could make it first (hi Fabs!), ladies and gentleman, I m honored to introduce to you, the Silly Wal(l Cloc)k:

This is a prototype version, done without any fancy precision tools and whatnot, so you can easily see that it s not the most high quality product you ll ever get your hands on. If anyone wants to reproduce this at home, here s how it was done: First get a hold of some cheap wall clock like this one: Some things to think about when buying this beauty *cough*:

• Cheap clocks seem to usually be built in a disassemble-friendly way, but just to be sure, check you won t have to break anything to get to the clock face and the hands.
• If possible, get a clock with the numbers printed to the glass. This isn t that important, but saves you a bit of work.
• Depending on how the hands are attached to the clock mechanism, it may be a good idea to get a clock with black hands. This is important because of the little tack used in some models to cover the axis on which the hands are attached. Otherwise John Cleese will have to perform his silly walk with some randomly colored dot on his ass.

Disassembling this specific cheap model was pretty straightforward and didn t take more than a minute to get to juicy parts:

As a base image I used this and traced it to produce this SVG with the legs in different layers and a marker for the holes. For this prototype, it would probably have been ok to use the original photo directly, but having the vector version ready means it s easy to use a 3d printer and laser-cutter to make the next version of the hands and face, which will definitely look and behave a lot better. Next step is printing the three layers body and two legs. Since this specific clock is wider than an A4 sheet, I had to use some white cardboard as background (the clock s own box hurray for resourcefulness) and painstakingly cut the printed body s outline, to avoid the slight tone difference between cardboard and paper. If you use the provided SVG and a laser-cutter, you d hopefully avoid this sort of issue. I didn t have any black cardboard lying around, so I had to print the legs, cut the outline again and strengthen them with some thin cardboard from tea boxes (taken directly from the trash hurray for resourcefulness again). Again something that 3d printing will hopefully side-step. It s important to use light materials for the legs, since most clock mechanisms don t have enough force to move heavy hands, which would cause the clock to quickly loose precision. Depending on the width of the clock s axis, a paper hole puncher might be the ideal tool to make holes in the legs. Since the prototype was largely made with paper, there was no point in going for precision when making the holes, as there s no way to fit the legs tightly to the clock s axis. For this, the original hands were cut in length and used as a base on which to super-glue the legs, so the original holes could be used. After these few easy steps, it s only a matter of reassembling the clock and voil !

The 12.10 release is the first version of Ubuntu that supports Secure Boot out of the box. In what is largely an accident of release timing, from what I can tell (and please correct me if I'm wrong), this actually makes Ubuntu 12.10 the first general release of any OS to support Secure Boot. (Windows 8 of course is also now available; and I'm sure Matthew Garrett, who has been a welcome collaborator throughout this process, has everything in good order for the upcoming Fedora 18 release.) That's certainly something of a bittersweet achievement. I'm proud of the work we've done to ensure Ubuntu will continue to work out of the box on the consumer hardware of the future; in spite of the predictable accusations on the blogowebs that we've sold out, I sleep well at night knowing that this was the pragmatic decision to make, maximizing users' freedom to use their hardware. All the same, I worry about what the landscape is going to look like in a few years' time. The Ubuntu first-stage EFI bootloader is signed by Microsoft, but the key that is used for signing is one that's recommended by Microsoft, not one that's required by the Windows 8 certification requirements. Will all hardware include this key in practice? The Windows 8 requirements also say that every machine must allow the user to disable Secure Boot. Will manufacturers get this right, and will users be able to make use of it in the event the manufacture didn't include the Microsoft-recommended key? Only time will tell. But I do think the Linux community is going to have to remain engaged on this for some time to come, and possibly hold OEMs' feet to the fire for shipping hardware that will only work with Windows 8. But that's for the future. For now, we have a technical solution in 12.10 that solves the parts of the problem that we can solve.

• The first-stage UEFI bootloader on 12.10 install media is a build of Matthew Garrett's shim code, embedding a Canonical UEFI CA and signed by Microsoft. This is pretty much the same as the Fedora solution, just with a different key and a binary built on the Ubuntu build infrastructure rather than Fedora's. If Secure Boot is not enabled, the second-stage bootloader is booted without applying any checks. If Secure Boot is enabled, the signature is checked on the second stage before passing control, as expected.
• The second-stage bootloader is GRUB 2. Readers may remember that there were earlier concerns about GPLv3 in the mix for some Ubuntu use cases, but these have been ironed out now in discussion with the FSF. This enables us to continue to provide a consistent boot experience across the different ways Ubuntu may be booted.
• We are providing signed kernel images in the Ubuntu archive and using them by default. When a signed kernel is present, this allows the bootloader to pass control to the kernel without first calling ExitBootServices(), letting the kernel apply any EFI quirks it might need to (such as for bug #1065263.
• Unlike Fedora, however, we are not enforcing kernel signature checking. If the kernel is unsigned and the system has Secure Boot turned on, the Ubuntu grub will fall back to calling ExitBootServices() first, and then booting the kernel. This way, users still have the freedom to boot their own kernels on Secure Boot-enabled hardware, possibly with a slightly degraded boot experience, while the firmware remains protected from untrusted code.
• We are not enforcing module signing. This allows external modules, such as dkms packages, to continue to work with SB turned on. While there's potential value in being able to verify the source of kernel modules at load time, that's not something implemented for this round, and we would want such enforcement to be optional regardless.

This first release gives us preliminary support for booting on Secure Boot, but there's more work to be done to provide a full solution that's sustainable over the long term. We'll be discussing some of that this week at UDS in Copenhagen.

• The 12.10 solution does not include support for SuSE's MOK (machine owner key) approach. Supporting this is important to us, as this helps to ensure users have freedom and control over their machines instead of being forced to choose between disabling Secure Boot and only running vendor-provided kernels. Among other things, we want to make sure people have the freedom to continue doing kernel and bootloader development, without having to muddle their way through impossible firmware menus!
• We will be enhancing the tooling around db/dbx updates, to ensure that Ubuntu users of Secure Boot receive the same protection against malware that Windows users do. This also addresses the need for publishing revocations in the event of bugs in our grub or kernel implementations that would compromise the security of Secure Boot.
• Netboot support is currently nonexistent. The major blocker seems to be that unlike in BIOS booting we can't rely on the firmware's PXE stack, and in practice GRUB2's tftp support doesn't seem to be very robust yet. Once we have a working GRUB2 image that successfully reads files over tftp, we can evaluate signing it for Secure Boot as well.

And as part of our committment to enabling new hardware on the current LTS release, we will be backporting this work for inclusion in 12.04.2. It remains to be decided how Debian will approach the Secure Boot question. At DebConf 12, many people seemed to consider it a foregone conclusion that Debian would never agree to include binaries in main signed by third-party keys. I don't think that should be a given; I think allowing third-party signatures in main for hardware compatibility is consistent with Debian's principles, and refusing to make Debian compatible with this hardware out of the box does nothing to advance user freedom. I hope to see frank discussion post-wheezy about keeping Debian relevant on consumer hardware of the future.

I'm sitting at the Bella Sky lobby bar while UDS people keep pouring in. I guess I have to start this UDS with some hacking (and a little beer)! I bootstrapped an Ubuntu armhf rootfs and coupled it with QtMoko's kernel already earlier after I received my GTA04 but it didn't boot right away so I had nothing to report. I wanted armhf so I chose QtMoko's 'experimental' Debian armhf rootfs + boot files as the reference to look at while working on the Ubuntu rootfs. I now went through again some of the configuration files, and voil :


Now running apt-get install unity over SSH :) It will require OpenGL ES 2.0 hw acceleration to run, now that the support was integrated in Ubuntu 12.10. I will therefore need to tinker what kind of OMAP3 armhf binary blobs there are available, and what's again the situation with X.org DDX driver as well. I always feel that the fun starts at this point for me, when I've the device booting and I can SSH in. That's why I'm happy the work from Golden Delicious GmbH and QtMoko helped me to get here...

.. just this night, wonderfull weather here :) So see you in two weeks!

A friend of mine is working on a new project: http://www.snip2code.com
It's very much oriented to programmers: it's the place to go when you're looking for a code snippet and you don't want to reinvent the wheel.

Give it a go if you think it sounds interesting

I'm interrupting my blog silence (which was due to the fact that I didn't have anything interesting to say) to note two things: first, but less important, spammers are still active as ever - I had ~2K spam comments and another ~2K in pending moderation. And second, and the actual subject of this post, is how easy collaboration has become. In the last year or so (where ~so means since I last looked), GitHub has introduced a very nice collaboration work-flow:

• see typo in a project (homepage or source code)
• find the source file in which the typo is present
• click "edit"
• GitHub automatically forks the repository, starts an in-browser editor on the given file
• you correct said typo, click "Submit merge request", write a non-default commit message, and the upstream author gets the notification for a new pull/merge request

This is soo easy (what, 3-4 clicks?) that I expect it will increase trivial fix-ups against Open Source projects hosted on GitHub or other services with similar capabilities. I did in the past week two or three such trivial fixes myself; this is not much note that I'm not talking about code fixes; but still, it is something that I think will definitely improve many, many projects. The same way that Wikis made it easy to improve documentation sites, this could make it easier for end-users to improve upstream's project documentation, when stored in a VCS as opposed to a Wiki. Yay! On the other hand, I still have a few patches sent months ago to an upstream email address, since they don't have a issue tracker (not even speaking about a place to submit merge requests). These will probably languish and disappear, as opposed to visible/public "hey, this is a patch to fix tiny typo in File.hs!". Yes, I like this a lot. Now, if only all projects would have a public VCS and issue tracker PS: yes, I'm talking here about GitHub, which is not Open Source software itself. I regard that as a (temporary) inconvenience, which dies not detract from the significant advantage it brings to the table.

The summer came finally to an end and (yes in Berlin we still had 20 C end of October), unfortunately, so did GSoC with it. This has been the second time for SHOGUN to be in GSoC. For those unfamiliar with SHOGUN - it is a very versatile machine learning toolbox that enables unified large-scale learning for a broad range of feature types and learning settings, like classification, regression, or explorative data analysis. I again played the role of an org admin and co-mentor this year and would like to take the opportunity to summarize enhancements to the toolbox and my GSoC experience: In contrast to last year, we required code-contributions in the application phase of GSoC already, i.e., a (small) patch was mandatory for your application to be considered. This reduced the number of applications we received: 48 proposals from 38 students instead of 70 proposals from about 60 students last year but also increased the overall quality of the applications. In the end we were very happy to get 8 very talented students and have the opportunity of boosting the project thanks to their hard and awesome work. Thanks to google for sponsoring three more students compared to last GSoC. Still we gave one slot back to the pool for good to the octave project (They used it very wisely and octave will have a just-in-time compiler now, which will benefit us all!). SHOGUN 2.0.0 is the new release of the toolbox including of course all the new features that the students have implemented in their projects. On the one hand, modules that were already in SHOGUN have been extended or improved. For example, Jacob Walker has implemented Gaussian Processes (GPs) improving the usability of SHOGUN for regression problems. A framework for multiclass learning by Chiyuan Zhang including state-of-the-art methods in this area such as Error-Correcting Output Coding (ECOC) and ShareBoost, among others. In addition, Evgeniy Andreev has made very important improvements w.r.t. the accessibility of SHOGUN. Thanks to his work with SWIG director classes, now it is possible to use python for prototyping and make use of that code with the same flexibility as if it had been written in the C++ core of the project. On the other hand, completely new frameworks and other functionalities have been added to the project as well. This is the case of multitask learning and domain adaptation algorithms written by Sergey Lisitsyn and the kernel two-sample or dependence test by Heiko Strathmann. Viktor Gal has introduced latent SVMs to SHOGUN and, finally, two students have worked in the new structured output learning framework. Fernando Iglesias made the design of this framework introducing the structured output machines into SHOGUN while Michal Uricar has implemented several bundle methods to solve the optimization problem of the structured output SVM. It has been very fun and interesting how the work done in different projects has been put together very early, even during the GSoC period. Only to show an example of this dealing with the generic structured output framework and the improvements in the accessibility. It is possible to make use of the SWIG directors to implement the application specific mechanisms of a structured learning problem instance in python and then use the rest of the framework (written in C++) to solve this new problem. Students! You all did a great job and I am more than amazed what you all have achieved. Thank you very much and I hope some of you will stick around. Besides all these improvements it has been particularly challenging for me as org admin to scale the project. While I could still be deeply involved in each and every part of the project last GSoC, this was no longer possible this year. Learning to trust that your mentors are doing the job is something that didn't come easy to me. Having had about monthly all-hands meetings did help and so did monitoring the happiness of the students. I am glad that it all worked out nicely this year too. Again, I would like to mention that SHOGUN improved a lot code-base/code-quality wise. Students gave very constructive feedback about our (lack) of proper Vector/Matrix/String/Sparse Matrix types. We now have all these implemented doing automagic memory garbage collection behind scenes. We have started to transition to use Eigen3 as our matrix library of choice, which made quite a number of algorithms much easier to implement. We generalized the Label framework (CLabels) to be tractable for not just classification and regression but multitask and structured output learning. Finally, we have had quite a number of infrastructure improvements. Thanks to GSoC money we have a dedicated server for running the buildbot/buildslaves and website. The ML Group at TU Berlin does sponsor virtual machines for building SHOGUN on Debian and Cygwin. Viktor Gal stepped up providing buildslaves for Ubuntu and FreeBSD. Gunnar Raetschs group is supporting redhat based build tests. We have Travis CI running testing pull requests for breakage even before merges. Code quality is now monitored utilizing LLVMs scan-build. Bernard Hernandez appeared and wrote a fancy new website for SHOGUN. A more detailed description of the achievements of each of the students follows:

• Kernel Two-sample/Dependence test
  • Student: Heiko Strathmann
  • Mentor: Arthur Gretton, Soeren Sonnenburg
  Heiko Strathmann, mentored by Arthur Gretton, worked on a framework for kernel-based statistical hypothesis testing. Statistical tests to determine whether two random variables are are equal/different or are statistically independent are an important tool in data-analysis. However, when data are high-dimensional or in non-numerical form (documents, graphs), classical methods fail. Heiko implemented recently developed kernel-based generalisations of classical tests which overcome these issues by representing distributions in high dimensional so-called reproducing kernel Hilbert spaces. By doing so, theoretically any pair samples can be distinguished. Implemented methods include two-sample testing with the Maximum Mean Discrepancy (MMD) and independence testing using the Hilbert Schmidt Independence Criterion (HSIC). Both methods come in different flavours regarding computational costs and test constructions. For two-sample testing with the MMD, a linear time streaming version is included that can handle arbitrary amounts of data. All methods are integrated into a newly written flexible framework for statistical testing which will be extended in the future. A book-style tutorial with descriptions of algorithms and instructions how to use them is also included.
• Implement multitask and domain adaptation algorithms
  • Student: Sergey Lisityn
  • Mentor: Christian Widmer
  Like Heiko, Sergey Lisitsyn did participate in the GSoC programme for the second time. This year he focused on implementing multitask learning algorithms. Multitask learning is a modern approach to machine learning that learns a problem together with other related problems at the same time using a shared representation. This approach often leads to a better model for the main task, because it allows the learner to use the commonality among the tasks. During the summer Sergey has ported a few algorithms from the SLEP and MALSAR libraries with further extensions and improvements. Namely, L12 group tree and L1q group multitask logistic regression and least squares regression, trace-norm multitask logistic regression, clustered multitask logistic regression, basic group and group tree lasso logistic regression. All the implemented algorithms use COFFIN framework for flexible and efficient learning and some of the algorithms were implemented efficiently utilizing the Eigen3 library.
• Implementation of / Integration via existing GPL code of latent SVMs.
  • Student: Viktor Gal
  • Mentor: Alexander Binder
  A generic latent SVM and additionally a latent structured output SVM has been implemented. This machine learning algorithm is widely used in computer vision, namely in object detection. Other useful application fields are: motif finding in DNA sequences, noun phrase coreference, i.e. provide a clustering of the nouns such that each cluster refers to a single object. It is based on defining a general latent feature Psi(x,y,h) depending on input variable x, output variable y and latent variable h. Deriving a class from the base class allows the user to implement additional structural knowledge for efficient maximization of the latent variable or alternative ways of computation or on-the-fly loading of latent features Psi as a function of the input, output and latent variables.
• Bundle method solver for structured output learning
  • Student: Michal Uricar
  • Mentor: Vojtech Franc
  We have implemented two generic solvers for supervised learning of structured output (SO) classifiers. First, we implemented the current state-of-the-art Bundle Method for Regularized Risk Minimization (BMRM) [Teo et al. 2010]. Second, we implemented a novel variant of the classical Bundle Method (BM) [Lamarechal 1978] which achieves the same precise solution as the BMRM but in time up to an order of magnitude shorter [Uricar et al. 2012]. Among the main practical benefits of the implemented solvers belong their modularity and proven convergence guarantees. For training a particular SO classifier it suffices to provide the solver with a routine evaluating the application specific risk function. This feature is invaluable for designers who can concentrate on tuning the classification model instead of spending time on developing new optimization solvers. The convergence guarantees remove the uncertainty inherent in use of on-line approximate solvers. The implemented solvers have been integrated to the structured output framework of the SHOGUN toolbox and they have been tested on real-life data.
• Built generic structured output learning framework
  • Student: Fernando Jose Iglesias Garcia
  • Mentor: Nico Goernitz
  During GSoC 2012 Fernando implemented a generic framework for structured output (SO) problems. Structured output learning deals with problems where the prediction made is represented by an object with complex structure, e.g. a graph, a tree or a sequence. SHOGUN's SO framework is flexible and easy to extend [1]. Fernando implemented a na ve cutting plane algorithm for the SVM approach to SO [2]. In addition, he coded a case of use of the framework for labelled sequence learning, the so-called Hidden Markov SVM. The HM-SVM can be applied to solve problems in different fields such as gene prediction in bioinformatics or speech to text in pattern recognition. [1] Class diagram of the SO framework.
  [2] Support Vector Machine Learning for Interdependent and Structured Output Spaces.
• Improving accessibility to shogun
  • Student: Evgeniy Andreev
  • Mentor: Soeren Sonnenburg
  During the latest google summer of code Evgeniy has improved the Python modular interface. He has added new SWIG-based feature - director classes, enabling users to extend SHOGUN classes with python code and made SHOGUN python 3 ready. Evgeniy has also added python's protocols for most usable arrays (like vectors, matrices, features) which makes possible to work with Shogun data structures just like with numpy arrays with no copy at all. For example one can now modify SHOGUN's RealFeatures in place or use.
• Implement Gaussian Processes and regression techniques
  • Student: Jacob Walker
  • Mentor: Oliver Stegle
  Jacob implemented Gaussian Process Regression in the Shogun Machine Learning Toolbox. He wrote a complete implementation of basic GPR as well as approximation methods such as the FITC (First Independent Training Conditional) method and the Laplacian approximation method. Users can utilize this feature to analyze large scale data in a variety of fields. Scientists can also build on this implementation to conduct research extending the capability and applicability of Gaussian Process Regression.
• Build generic multiclass learning framework
  • Student: Chiyuan Zhang
  • Mentor: Cheng Soon Ong
  Chiyuan defined a new multiclass learning framework within SHOGUN. He re-organized previous multiclass learning components and refactored the CMachine hierarchy in SHOGUN. Then he generalized the existing one-vs-one and one-vs-rest multiclass learning scheme to general ECOC encoding and decoding strategies. Beside this, several specific multiclass learning algorithms are added, including ShareBoost with feature selection ability, Conditional Probability Tree with online learning ability, and Relaxed Tree.

Review: Devil Take the Hindmost, by Edward Chancellor

Publisher:	Plume
Copyright:	1999
Printing:	June 2000
ISBN:	0-452-28180-6
Format:	Trade paperback
Pages:	349

Subtitled A History of Financial Speculation, Devil Take the Hindmost is exactly that: a history, with chapters on notable speculative bubbles or surges going back to the 1630s. The first significant bubble described is, of course, the notorious tulip speculation in Holland, but Chancellor is more thorough than any previous history I've read. There are chapters on the early stock market schemes, the South Sea bubble, 1820s emerging markets, the railway mania of 1845, the Gilded Age, the late 1970s and early 1980s, and the Japanese real estate bubble of the 1980s, as well as the mandatory look at the stock market crash of 1929. Each is thorough and detailed; indeed, perhaps slightly too detailed, as the clear narrative picture can occasionally groan under the weight of names and capsule biographies. The first thing one should realize about this book is that, despite the apparent currency of the topic, it was written in 1999. That means it predates both the subprime real estate collapse and the dot.com boom, as well as some more minor but possibly relevant events such as the Enron electricity market manipulation. Japan is the most recent bubble that Chancellor can cover; one can only speculate as to what he would make of the 2008 financial crash. The other focus to be aware of is the omission of sovereign debt. Chancellor is exclusively focused on private markets, usually stock markets, and (apart from the chapter on Japan) Western markets, mostly in the US and the UK. Governments play a role in some of the early speculative bubbles (most notably the South Sea bubble), but Chancellor's topic is private speculative frenzies, not the risks and effects of government borrowing. Interrogation of the role of government is mostly limited to cursory discussions of the impact of regulation, mostly in the negative. More on that in a moment. This is a history as opposed to either a polemic or a prescription. Chancellor does not set out to explain how to curb financial speculation. Insofar as he expresses an opinion on it, he presents speculation as a force of unbridled freedom in natural tension with regulation and financial conservatism and sees a cyclical pattern of speculative frenzy, collapse, retrenchment, and then renewed speculation. Speculation, as presented here, is more akin to a force of nature than, as seen in most other books on the topic, a phenomenon of greed that should be limited or prevented. Indeed, Chancellor seems skeptical of the entire project of preventing or limiting speculation, and presents considerable reason for the reader to become skeptical as well. The history he presents is one of speculative manias adapting to and circumventing every control that governments and markets have attempted to place on them. When certain practices are outlawed (and some modern complex financial practices have surprisingly long histories), people just find loopholes or alternative approaches through which to accomplish the same thing. Or the speculative mania takes an unexpected new form. Nor do the manias seem to be decreasing in severity as more regulation, custom, and restrictions attempt to blunt them. Even without adding the financial collapse of 2008, the impacts of the speculative frenzies documented here seem, if anything, to be growing. This is, therefore, a relatively straightforward history, but it's an entertaining one, filling in details that I'd not previously been aware of. The complexity of financial schemes as early as the 1600s was particularly eye-opening. There's a tendency to believe that complex derivative schemes are an artifact of modern financial markets, but they've been a part of speculation for as long as Chancellor goes back. Computers may have added layers to the mathematics, but they haven't added as much to the legal strategems and levels of indirection as one might think. Chancellor emphasizes that throughout: speculation involves a lot of complexity, not necessarily to deceive but to construct situations in which it's in the interest (at least short term) of all involved parties to continue and escalate the speculation. While Chancellor doesn't provide much encouragement to the reader hoping to find ways to curb speculation, he does show some commonalities that provide a bit of a handle on how speculation starts. The one that lept out at me was leverage. Every speculative bubble documented in Devil Take the Hindmost involves borrowing money to reinvest. The mechanism keeps changing, from straightforward loans during the tulip craze to much more complex constructions in modern finance, primarily in response to regulation that attempted to reduce leverage but only banned one specific technique. But whatever method is used, at the bottom is always some scheme for purchasing an asset using debt, magnifying both positive and negative price swings. Some variation of buying stocks on margin is particularly common; Chancellor documents how it was reinvented despite the limits on straight margin purchases instituted after the Great Depression. There is no recommendation here for any regulatory or legal action, but it's obvious from the repetition of history that limiting leverage would be the place to focus attention. I enjoyed this history, but it can be dry, and at times is a bit overstuffed with names, unimportant details, and microbiographies. It's also unfortunate that Chancellor missed two of the most significant (and two very different) speculative bubbles through the timing of his work. It would have been interesting to see them through the lens of his history. What we have is still worth reading, but also somewhat frustrating in Chancellor's refusal to draw or at least underline general conclusions. Devil Take the Hindmost is long on history but short on analysis, and while I appreciate the historian's focus in a source of data, it left me somewhat unsatisfied. Rating: 6 out of 10

The Linux community rather unenthusiastic about the open source shim to Raspberry PI GPU. I think the backslash is a bit unfair, even if the marketing from Raspberry was pompous - It is still a step in the right direction. More raspberry PI hardware enablement code is open source than before. A step in the wrong direction is "locking firmware", where a loadable firmware is made read-only by storing it to a ROM. It has been planned by the GTA04 phone project, and Raspberry foundation also considers making a locked GPU ROM device. This is madness that needs to stop. It may fulfill the letter of FSF guidelines, but it is firmly against the spirit. It does not increase freedom - it takes away vendors ability to provide bugfixes to firmware, and communities possibility of reverse engineering the firmware.

On Monday, I need to start hiring a Perl programmer - or, at least, a programmer willing to write Perl. I work for a website where people post their CVs, which tends to help - although this will mean that my boss wants me to do it without going through recruiters. Which is fine. I just have to use the search interface that recruiters normally use. And looking through all these CVs, it dawned on me that I don't have a clue whether any of the people are suitable for the job. I have to search for keywords that we think might be relevant - "Perl", I guess - and then sort through the hundreds of people who come back from the search. It's very painful, because you can't really judge a CV without reading it - and even that won't necessarily tell you the important things about that person. Do they actually write good code? Do they work well in a team? When searching for a piece of information, you probably need just one website to answer your question; when searching for job candidates, I guess you need to see a range of CVs. And then you need to interview them; this could take weeks. Sucks to be me.

I recently worked on the following RC bugs:

• #691125 ejabberd: package installation creates /root/.erlang.cookie
  I tracked down the cause of this and provided a patch. Now I also know how piuparts works in detail :-).
• #691180 connman: Connman won't run due to missing libxtables.so.7
  Since this bug does not affect testing and it doesn t look like iptables 1.4.16.3-1 (a new upstream release) will go into wheezy (no freeze unblock filed), I tagged this with wheezy-ignore. I hope this was right, if not, feel free to correct me.
• #684645 liblockfile1: Order of fcntl and dotlock in maillock
  I identified the piece of code which does locking the wrong way. Since I m not familiar enough with either sendmail or NFS-safe locking, I did not send a patch. In case you have experience with this, please have a look!

Work on slaughter 2.x is going rather well. The scripting hasn't changed, and no primitives have been altered to break backward compatibility, but it is probably best to release this as "slaughter2" - because the way to specify the source from which to pull scripts has changed. Previously we'd specify two arguments (or have them in a configuration file):

• --server=example.com
• --prefix=/slaughter/

That would result in policies being downloaded from:

  http://example.com/slaughter/

Now the rework is complete we use "transports" and "prefixes". The new way to specify the old default is to run with:

--transport=http --prefix=http://example.com/slaughter/

I've implemented four transports thus far:

• GIT
• http
• Mercurial
• rsync

The code has been made considerably neater, the test-cases are complete, and the POD/inline documentation is almost 100% complete. Adding additional revision-controlled transports would be trivial at this point - but I suspect I'd be wasting my time if I were to add CVS support! Life is good. Though I've still got a fair bit more documentation, prettification and updates to make before I'm ready to release it. Play along at home if you wish: via the repository.