Search Results: "cas"

31 July 2016

Ritesh Raj Sarraf: User Mode Linux

Recently, we had the User-Mode Linux suite out of Debian, which included user-mode-linux, user-mode-linux-doc and uml-utilities package. We are happy that we were able to bring it back into the archvie quick, and hope to maintain it active. For many who may not know about UML, here's a discription from its website:
User-Mode Linux is a safe, secure way of running Linux versions and Linux processes. Run buggy software, experiment with new Linux kernels or distributions, and poke around in the internals of Linux, all without risking your main Linux setup.
User-Mode Linux gives you a virtual machine that may have more hardware and software virtual resources than your actual, physical computer. Disk storage for the virtual machine is entirely contained inside a single file on your physical machine. You can assign your virtual machine only the hardware access you want it to have. With properly limited access, nothing you do on the virtual machine can change or damage your real computer, or its software.
Most of the use cases mentioned here are achievable with Containers today. The big difference UML provides in, is with a separate kernel. UML is an implementation of Linux as an architecture of Linux itself. It supports x86 and x86_64 architecture. And given that it is the port of the kernel, you can do many of the tests and experiments of the regular kernel, safely inside a confined UML environment. As with other virtualization implementations, the limitation comes in if you are working on physical hardware. With its re-entry in Debian, I wanted to revive my local setup. First is the packaging structure and the second is its integration with current standard tools
  • Packaging: For packaging UML in Debian, we rely on the packaged linux-source package provided by the kernel team.
    • linux-source package: We build UML from the linux sources that are provided by the debian kernel team. This works fine for now. Whenever there's a kernel vulnerability, there'll be an updated source package, to which we'll rebuild the UML package.
    • Merge with debian-kernel: In the longer run, we'd like to push UML package into the debian kernel team. UML is a component of the Linux kernel, and that is where it should be built from.
  • Integration: It works fairly well right now. On modern systems with systemd, where (nspawn) containers can easily have a network interface bound to it, UML lacks a bit behind. It'd be nice if we could see some UML integration with systemd.
    • Networking under systemd: Setting up networking, for UML, under systemd is fairly straight. In fact, with systemd, it is much simpler. Below is the host network (tuntap) setup, to which UML can bind for all its network needs.
rrs@learner:~/tidBits (master)$ cat /etc/systemd/network/tap.netdev 
[NetDev]
Name=tap0
Kind=tap
[TAP]
Group=uml-net
User=uml-net
2016-08-01 / 15:41:40       
rrs@learner:~/tidBits (master)$ cat /etc/systemd/network/tap.network 
[Match]
Name=tap0
[Network]
DHCPServer=yes
IPForward=yes
IPMasquerade=yes
Address=172.16.20.2
LLMNR=yes
MulticastDNS=yes
DNS=172.16.20.1
2016-08-01 / 15:41:43       

systemd allows for defining user/group ownership in its file. With this setup, and uml-utilities running, one can simply fire a UML instance as below:

rrs@learner:~/rrs-home/Community/Packaging/user-mode-linux (master)$ linux ubd0=~/rrs-home/NoTrack/uml.img eth0=daemon mem=1024M rw  
Core dump limits :
    soft - 0
    hard - NONE
Checking that ptrace can change system call numbers...OK
Checking syscall emulation patch for ptrace...OK
Checking advanced syscall emulation patch for ptrace...OK
Checking environment variables for a tempdir...none found
Checking if /dev/shm is on tmpfs...OK
Checking PROT_EXEC mmap in /dev/shm...OK
Adding 23609344 bytes to physical memory to account for exec-shield gap
Linux version 4.6.3 (root@chutzpah) (gcc version 5.4.0 20160609 (Debian 5.4.0-6) ) #2 Sat Jul 16 16:22:22 UTC 2016
Built 1 zonelists in Zone order, mobility grouping on.  Total pages: 263721
Kernel command line: ubd0=/home/rrs/rrs-home/NoTrack/uml.img eth0=daemon mem=1024M rw root=98:0
PID hash table entries: 4096 (order: 3, 32768 bytes)
Dentry cache hash table entries: 262144 (order: 9, 2097152 bytes)
Inode-cache hash table entries: 131072 (order: 8, 1048576 bytes)
Memory: 1020852K/1071632K available (4803K kernel code, 1207K rwdata, 1340K rodata, 157K init, 217K bss, 50780K reserved, 0K cma-reserved)
SLUB: HWalign=64, Order=0-3, MinObjects=0, CPUs=1, Nodes=1
NR_IRQS:15
.....snipped.......
root@uml:~# cat /proc/cpuinfo 
processor    : 0
vendor_id    : User Mode Linux
model name    : UML
mode        : skas
host        : Linux learner 4.6.0-1-amd64 #1 SMP Debian 4.6.4-1 (2016-07-18) x86_64
bogomips    : 6048.97
root@uml:~# ping www.debian.org
PING www.debian.org (130.89.148.14) 56(84) bytes of data.
64 bytes from klecker4.snt.utwente.nl (130.89.148.14): icmp_seq=1 ttl=46 time=372 ms
64 bytes from klecker4.snt.utwente.nl (130.89.148.14): icmp_seq=2 ttl=46 time=395 ms
64 bytes from klecker4.snt.utwente.nl (130.89.148.14): icmp_seq=3 ttl=46 time=315 ms
^C
--- www.debian.org ping statistics ---
3 packets transmitted, 3 received, 0% packet loss, time 2002ms
rtt min/avg/max/mdev = 315.550/361.064/395.440/33.556 ms

And here are some (incomplete and non-conclusive) performance numbers

root@uml:~# dd if=/dev/zero of=foo.img bs=1M count=2500 conv=fsync
2500+0 records in
2500+0 records out
2621440000 bytes (2.6 GB, 2.4 GiB) copied, 39.4876 s, 66.4 MB/s
vs
rrs@learner:/var/tmp/Debian-Build/Result$ dd if=/dev/zero of=foo.img bs=1M count=2500 conv=fsync
2500+0 records in
2500+0 records out
2621440000 bytes (2.6 GB, 2.4 GiB) copied, 41.2126 s, 63.6 MB/s
2016-08-01 / 15:59:15       

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29 July 2016

Russ Allbery: remctl 3.12

This release adds a new, experimental server implementation: remctl-shell. As its name implies, this is designed to be run as a shell of a dedicated user rather than as a server. It does not use the remctl protocol, instead relying on ssh to pass in the command and user information (via special authorized_keys configuration). But it supports the same configuration as the normal remctl server. It can be useful for allowing remctl-style simple RPC in environments that only use ssh public key authentication. Also in this release is a new configuration option, sudo, which is like the existing user option to run a command as another user but uses sudo instead of calling setuid() directly. This allows the server to switch users when running as a non-root user, which will be the normal case for remctl-shell. The remctl-shell implementation in this release should be considered a first draft and is likely to improve in the future. (I already have a list of things that probably should be improved.) You can get the latest release from the remctl distribution page.

28 July 2016

Gunnar Wolf: Subtitling DebConf talks Come and join!

As I have said here a couple of times already, I am teaching a diploma course on embedded Linux at UNAM, and one of the modules I'm teaching (with Sandino Araico) is the boot process. We focus on ARM for obvious reasons, and while I have done my reading on the topic, I am very far from considering myself an expert. So, after attending Martin Michlmayr's Debian on ARM devices talk, I decided to do its subtitles as part of my teaching job. This talk gives a great panorama on what actually has to happen in order to get an ARM machine to boot, and how support for new ARM devices comes around to Linux in general and to Debian in particular Perfect for our topic! But my students are not always very fluent in English, so giving a hand is always most welcome. In case any of you dear readers didn't know, we have a DebConf subtitling team. Yes, our work takes much longer to reach the public, and we have no hopes whatsoever in getting it completed, but every person lending a hand and subtitling a talk that they thought was interesting helps a lot to improve our talks' usability. Even if you don't have enough time to do the whole talk (we are talking about some 6hr per 45 minute session), adding a bit of work is very very very welcome. So... Enjoy And thanks in advance for your work!

Olivier Gr goire: Ninth : Implementation of my API on the daemon

On week 8, I have finished to creating my API On the libring client. I coded my client in two different parts The right click menu where I launch my tools. To do that I need to: -call my API who speaks with the daemon
-send a signal connect with my second part, the goal is to display or not smartInfo (not implement yet)
-The call view part where I display all my information. I passed a lot of time trying to understand some part of the code and the link between my .ui and .cpp file. I had other issues with the clutter. Now everything is display like I want, but I have some little bug in some particular case. On week 10, I will work on the link between my two part on the client and debugging some stuff but I won t tell you everything Keep in touch! See you next week! :)

Norbert Preining: TUG 2016 Day 3 Stories and Histories

The last day of TUG 2016, or at least the last day of talks, brought four one-hour talks from special guests, and several others, where many talks told us personal stories and various histories.
tug2016-biglow A great finish of a great conference. Jennifer Claudio The case for justified text Due to a strange timezone bug in my calendar program, I completely overslept a morning meeting and breakfast, as well as the first talk, so unfortunately I don t have anything to report about this surely intersting talk comparing justification in various word processors and TeX. Leyla Akhmadeeva, Rinat Gizatullin, Boris Veytsman Are justification and hyphenation good or bad for the reader? Still half dizzy and without coffee, I couldn t really follow this talk, and only woke up till the end when there was a lot of interesting discussion about speed reading and its non-existence (because it is simply skimming over text), and improvements on reading comprehension. Charles Bigelow Looking for legibility Another special guest, Charles Bigelow, presented a huge pool of research and work into readability, and how attitude and usage of fonts change over time. A very involving and well laid out talk, full of interesting background images and personal opinions and thoughts. Charles also touched onto topics of readability on modern devices like e-readers and mobiles. He compared the recent developments in font design for mobile devices with their work on Lucida 20+ years ago, and concluded that both arrived at the same solutions. A very educating and amusing talk packed full with information on readability. I surely will revisit the recording in a study session. David Walden Some notes on the history of digital typography David touches on many topics of the history of digital typography which he has experienced himself over the years: First the development of newspaper production and printing, then the evolvement of editors from simple text editors over word processors to full-fledged DTP programs. Finally he touches on various algorithmic problems that appear in the publishing business. Tim Inkster The beginning of my career Tim, our fanatastic guide through his print shop the Procupine s Quill on the second excursion day, talked about his private ups and downs in the printing business, all filled with an infinite flow of funny stories and surprising anecdotes. Without slides and anything but his voice and his stories, he kept us hanging on his lips without a break. I recommend watching the recording of his talk because one cannot convey the funny comments and great stories he shared with us in this simple blog. Joe Clark Type and tiles on the TTC Joe unveils the history of rise and fall of the underground types and
tiles in Toronto. It is surprising to me that a small metro network as in Toronto can have such a long history of changes of design, layout, presentation. Some of the photos completely stymed me how can anyone put up signs like that? I was thinking. To quote Joe (hopefully I remember correctly):
You see what happens without adult supervision.
Abdelouahad Bayar Towards an operational (La)TeX package supporting optical scaling of dynamic mathematical symbols A technical talk about a trial in providing optical scaling of mathematical symbols. As far as I understand it tries to improve on the TeX way of doing extensible math symbols by glueing things together. It seems to be highly involved and technically interesting project, but I couldn t completely grasp the aim of it. Michael Cohen, Blanca Mancilla, John Plaice Zebrackets: A score of years and delimiters John introduced us to Zebrackets, stripped parentheses and brackets, to help us keep track of pairing of those beasts. But as we know, Zebras are very elusive animals, and so we saw lots of stripped brackets around. The idea of better markup of matching parentheses is definitely worth developing. Charles Bigelow Probably approximately not quite correct: Revise, repeat The second talk of Charles, this time on the history of the Lucida fonts, from the early beginnings drawn on graph paper to recent developments using FontLab producing OpenType fonts. A truly unique crash course through the development of one of the very big families of fonts, and one of the first outside Computer Modern that had also support for proper math typesetting in TeX.
Aggressively legible!
One of the key phrases that popped up again and again was aggressively legible, mostly in negative connotations as far to fat symbols or far to big Arabic letters. But for me this font family is still close to my heart. I purchased it back than from Y&Y for my PhD thesis, and since then have upgraded to the TUG version including the OpenType fonts, and I use them for most of my presentation. Maybe I like the aggressive legibility! Chuck slided in lots of nice comments about Kris Holmes, the development practice in their cooperation, stories of business contacts, and many more, making this talk a very lively and amusing, and at the same time very educating talk.
This concluded the TUG conference talks, and we thanked Pavneet for his excellent organization. But since we still have up to two days of excursions, many people dispersed quickly, just to meet again for a optional Type and Tile Tour 3-5 subway stops with discussion of typesetting This guided tour through the underground of Toronto, guided by Joe Clark who spoke in the morning about this topic, was attended by far too many participants. I think there were around 25 when we left. I thought that this will not work out properly, and so decided to leave the group and wander around alone. The last program point for today was dinner with a blues music concert in the near by Jazz Bistro:
jazz-bistro Excellent life music in a bit schick/sophisticated atmosphere was a good finish for this excellent day. With Herb from MacTeX and his wife we killed two bottles of red wine, before slowly tingling back to the hotel. A great finishing day of talks.

27 July 2016

Norbert Preining: TUG 2016 Day 2 Figures to Fonts

The second day of TUG 2016 was again full of interesting talks spanning from user experiences to highly technical details about astrological chart drawing, and graphical user interfaces to TikZ to the invited talk by Robert Bringhurst on the Palatino family of fonts. tug2016-bringhurst With all these interesting things there is only one thing to compain I cannot get out of the dark basement and enjoy the city After a evening full of sake and a good night s sleep we were ready to dive into the second day of TUG. Kaveh Bazargan A graphical user interface for TikZ The opening speaker of Day 2 was Kaveh. He first gave us a quick run-down on what he is doing for business and what challenges publishers are facing in these times. After that he introduced us to his new development of a command line graphical user interface for TikZ. I wrote command line on purpose, because the editing operations are short commands issued on a kind of command line, which will give an immediate graphical feedback. Basic of the technique is a simplified TikZ-like meta language that is not only easy to write, but also easy to parse. While the amount of supported commands and features of TikZ is still quite small, I think the basic idea is a good one, and there is a good potential in it. Matthew Skala Astrological charts with horoscop and starfont Next up was Matthew who introduced us to the involved task of typesetting astrological charts. He included comparisons with various commercial and open source solutions, where Matthew of course, but me too, felt that his charts came of quite well! As an extra bonus we got some charts of famous singers, as well as the TUG 2016 horoscope. David Tulett Development of an e-textbook using LaTeX and PStricks David reported on his project to develop an e-textbook on decision modeling (lots of math!) using LaTeX and PStricks. His e-book is of course a PDF. There were a lot of very welcoming feedback free (CC-BY-NC-ND) textbooks for sciences are rare and we need more of them. Christian Gagn An Emacs-based writing workflow inspired by TeX and WEB, targeting the Web Christian s talk turned around editing and publishing using org-mode of Emacs and the various levels of macros one can use in this setup. He finished with a largely incomprehensible vision of a future equational logic based notation mode. I have used equational logic in my day-in-day-out job, and I am not completely convinced that this is a good approach for typesetting and publishing but who knows, I am looking forward to a more logic-based approach! Barbara Beeton, Frank Mittelbach In memoriam: Sebastian Rahtz (1955-2016) Frank recalled Sebastian s many contribution to a huge variety of fields, and recalled our much missed colleague with many photos and anecdotes. Jim Hefferon A LaTeX reference manual Jim reported about the current state of a LaTeX reference manual, which tries to provide a documentation orthogonally to the many introduction and user guides available, by providing a straight down-to-earth reference manual with all the technical bells and whistles necessary. As I had to write myself a reference manual for a computer language, it was very interested to see how they dealt with many of the same problems I am facing. Arthur Reutenauer, Mojca Miklavec Hyphenation past and future: hyph-utf8 and patgen Arthur reports about the current statue of the hyphenation pattern project, and in particular the license and usage hell they recently came into with large cooperations simply grabbing the patterns without proper attribution. In a second part he gave a rough sketch of his shot at a reimplementation of patgen. Unfortunately he wrote in rather unreadable hand-writing on a flip-chart, which made only the first line audience to actually see what he was writing. Federico Garcia-De Castro TeXcel? As an artist organizing large festivals Federico has to fight with financial planning and reports. He seemed not content with the abilities of the usual suspects, so he developed a way to do Excel like book-keeping in TeX. Nice idea, I hope I can use that system for the next conference I have to organize! Jennifer Claudio A brief reflection on TeX and end-user needs Last speaker in the morning session was Jennifer who gave us a new and end-user s view onto the TeX environment, and the respective needs. These kind of talks are a very much welcomed contrast to technical talks and hopefully all of us developers take home some of her suggestions. Sungmin Kim, Jaeyoung Choi, Geunho Jeong MFCONFIG: Metafont plug-in module for the Freetype rasterizer Jaeyoung reported about an impressive project to make Metafont fonts available to fontconfig and thus windowing systems. He also explained their development of a new font format Stemfont, which is a Metafont-like system that can work also for CJK fonts, and which they envisage to be built into all kind of mobile devices. Michael Sharpe New font offerings Cochineal, Nimbus15 and LibertinusT1Math Michael reports about his last font projects. The first two being extensions of the half-made half-butchered rereleased URW fonts, as well as his first (?) math font project. I talked to him over lunch one day, and asked him how many man-days he need for these fonts, and his answer was speaking a lot: For the really messed up new URW fonts, like Cochineal, he guessed about 5 man-months of work, while other fonts only needed a few days. I think we all can be deeply thankful to all the work he is investing into all these font projects. Robert Bringhurst The evolution of the Palatino tribe The second invited talk was Robert Bringhurst, famous for his wide contributions to typpography, book culture in general, as well as poetry. He gave a quick historic overview on the development of the Palatino tribe of fonts, with lots of beautiful photos. I was really looking forward to Robert s talk, and my expectations were extremely high. And unfortunately I must say I was quite disappointed. Maybe it is his style of presentation, but the feeling he transfered to me (the audience?) was that he was going through a necessary medical check, not much enjoying the presentation. Also, the content itself was not really full of his own ideas or thoughts, but a rather superficial listing of historical facts. Of course, a person like Robert Bringhurst is so full of anecdotes and background knowledge still was a great pleasure to listen and lots of things to learn, I only hoped for a bit more enthusiasm. TUG Annual General Meeting The afternoon session finished with the TUG Annual General Meeting, reports will be sent out soon to all TUG members. Herbert Schulz Optional workshop: TeXShop tips & tricks After the AGM, Herbert from MacTeX and TeXShop gave an on-the-spot workshop on TeXShop. Since I am not a Mac user, I skipped on that.
Another late afternoon program consisted of an excursion to Eliot s bookshop, where many of us stacked up on great books. This time again I skipped and took a nap. In the evening we had a rather interesting informal dinner in the food court of some building, where only two shops were open and all of us lined up in front of the Japanese Curry shop, and then gulped down from plastic boxes. Hmm, not my style I have to say, not even for informal dinner. But at least I could meet up with a colleague from Debian and get some gpg key signing done. And of course, talking to all kind of people around. The last step for me was in the pub opposite the hotel, with beer and whiskey/scotch selected by specialists in the field.

25 July 2016

Sven Hoexter: me vs terminal emulator

I think my demands for a terminal emulator are pretty basic but none the less I run into trouble every now and then. This time it was a new laptop and starting from scratch with an empty $HOME and the current Debian/testing instead of good old Jessie. For the last four or five years I've been a happy user of gnome-terminal, configured a mono space font, a light grey background with black text color, create new tabs with Ctrl-n, navigate the tabs with Ctrl-Left and Ctrl-Right, show no menubar, select URLs with double click. Suited me well with my similarly configured awesome window manager, where I navigate with Mod4-Left and Mod4-Right between the desktops on the local screen and only activate a handful of the many default tiling modes. While I could get back most of my settings, somehow all cited gconf kung-foo to reconfigure the URL selection pattern in gnome-terminal failed, and copy&pasting URLs from the terminal was a pain in the ass. Long story short I now followed the advice of a coworker to just use the xfce4-terminal. That still required a few tweaks to get back to do what I want it to do. To edit the keybindings you've to know that you've to use the GTK way and edit them within in the menu while selecting the menu entry. But you've to allow that first (why oh why?):
echo "gtk-can-change-accels=1" >> ~/.gtkrc-2.0
Fair enough that is documented. Changing the keybinding generates fancy things in ~/.config/xfce4/terminal/accels.scm in case you plan to hand edit a few more of them. I also edited a few things in ~/.config/xfce4/terminal/terminalrc:
MiscAlwaysShowTabs=TRUE
MiscMenubarDefault=FALSE
So I guess I can remove gnome-terminal for now and stay with another GTK2 application. Doesn't feel that good but well at least it works.

24 July 2016

Russ Allbery: Review: The Run of His Life

Review: The Run of His Life, by Jeffrey Toobin
Publisher: Random House
Copyright: 1996, 1997
Printing: 2015
ISBN: 0-307-82916-2
Format: Kindle
Pages: 498
The O.J. Simpson trial needs little introduction to anyone who lived through it in the United States, but a brief summary for those who didn't. O.J. Simpson is a Hall of Fame football player and one of the best running backs to ever play the game. He's also black, which is very relevant much of what later happened. After he retired from professional play, he became a television football commentator and a spokesperson for various companies (particularly Hertz, a car rental business). In 1994, he was arrested for the murder of two people: his ex-wife, Nicole Brown Simpson, and Ron Goldman (a friend of Nicole's). The arrest happened after a bizarre low-speed police chase across Los Angeles in a white Bronco that was broadcast live on network television. The media turned the resulting criminal trial into a reality TV show, with live cable television broadcasts of all of the court proceedings. After nearly a full year of trial (with the jury sequestered for nine months more on that later), a mostly black jury returned a verdict of not guilty after a mere four hours of deliberation. Following the criminal trial, in an extremely unusual legal proceeding, Simpson was found civilly liable for Ron Goldman's death in a lawsuit brought by his family. Bizarre events surrounding the case continued long afterwards. A book titled If I Did It (with "if" in very tiny letters on the cover) was published, ghost-written but allegedly with Simpson's input and cooperation, and was widely considered a confession. Another legal judgment let the Goldman family get all the profits from that book's publication. In an unrelated (but also bizarre) incident in Las Vegas, Simpson was later arrested for kidnapping and armed robbery and is currently in prison until at least 2017. It is almost impossible to have lived through the O.J. Simpson trial in the United States and not have formed some opinion on it. I was in college and without a TV set at the time, and even I watched some of the live trial coverage. Reactions to the trial were extremely racially polarized, as you might have guessed. A lot of black people believed at the time that Simpson was innocent (probably fewer now, given subsequent events). A lot of white people thought he was obviously guilty and was let off by a black jury for racial reasons. My personal opinion, prior to reading this book, was a common "third way" among white liberals: Simpson almost certainly committed the murders, but the racist Los Angeles police department decided to frame him for a crime that he did commit by trying to make the evidence stronger. That's a legitimate reason in the US justice system for finding someone innocent: the state has an obligation to follow correct procedure and treat the defendant fairly in order to get a conviction. I have a strong bias towards trusting juries; frequently, it seems that the media second-guesses the outcome of a case that makes perfect sense as soon as you see all the information the jury had (or didn't have). Toobin's book changed my mind. Perhaps because I wasn't watching all of the coverage, I was greatly underestimating the level of incompetence and bad decision-making by everyone involved: the prosecution, the defense, the police, the jury, and the judge. This court case was a disaster from start to finish; no one involved comes away looking good. Simpson was clearly guilty given the evidence presented, but the case was so badly mishandled that it gave the jury room to reach the wrong verdict. (It's telling that, in the far better managed subsequent civil case, the jury had no trouble reaching a guilty verdict.) The Run of His Life is a very detailed examination of the entire Simpson case, from the night of the murder through the end of the trial and (in an epilogue) the civil case. Toobin was himself involved in the media firestorm, breaking some early news of the defense's decision to focus on race in The New Yorker and then involved throughout the trial as a legal analyst, and he makes it clear when he becomes part of the story. But despite that, this book felt objective to me. There are tons of direct quotes, lots of clear description of the evidence, underlying interviews with many of the people involved to source statements in the book, and a comprehensive approach to the facts. I think Toobin is a bit baffled by the black reaction to the case, and that felt like a gap in the comprehensiveness and the one place where he might be accused of falling back on stereotypes and easy judgments. But other than hole, Toobin applies his criticism even-handedly and devastatingly to all parties. I won't go into all the details of how Toobin changed my mind. It was a cumulative effect across the whole book, and if you're curious, I do recommend reading it. A lot was the detailed discussion of the forensic evidence, which was undermined for the jury at trial but looks very solid outside the hothouse of the case. But there is one critical piece that I would hope would be handled differently today, twenty years later, than it was by the prosecutors in that case: Simpson's history of domestic violence against Nicole. With what we now know about patterns of domestic abuse, the escalation to murder looks entirely unsurprising. And that history of domestic abuse was exceedingly well-documented: multiple external witnesses, police reports, and one actual prior conviction for spousal abuse (for which Simpson did "community service" that was basically a joke). The prosecution did a very poor job of establishing this history and the jury discounted it. That was a huge mistake by both parties. I'll mention one other critical collection of facts that Toobin explains well and that contradicted my previous impression of the case: the relationship between Simpson and the police. Today, in the era of Black Lives Matter, the routine abuse of black Americans by the police is more widely known. At the time of the murders, it was less recognized among white Americans, although black Americans certainly knew about it. But even in 1994, the Los Angeles police department was notorious as one of the most corrupt and racist big-city police departments in the United States. This is the police department that beat Rodney King. Mark Fuhrman, one of the police officers involved in the case (although not that significantly, despite his role at the trial), was clearly racist and had no business being a police officer. It was therefore entirely believable that these people would have decided to frame a black man for a murder he actually committed. What Toobin argues, quite persuasively and with quite a lot of evidence, is that this analysis may make sense given the racial tensions in Los Angeles but ignores another critical characteristic of Los Angeles politics, namely a deference to celebrity. Prior to this trial, O.J. Simpson largely followed the path of many black athletes who become broadly popular in white America: underplaying race and focusing on his personal celebrity and connections. (Toobin records a quote from Simpson earlier in his life that perfectly captures this approach: "I'm not black, I'm O.J.") Simpson spent more time with white businessmen than the black inhabitants of central Los Angeles. And, more to the point, the police treated him as a celebrity, not as a black man. Toobin takes some time to chronicle the remarkable history of deference and familiarity that the police showed Simpson. He regularly invited police officers to his house for parties. The police had a long history of largely ignoring or downplaying his abuse of his wife, including not arresting him in situations that clearly seemed to call for that, showing a remarkable amount of deference to his side of the story, not pursuing clear violations of the court judgment after his one conviction for spousal abuse, and never showing much inclination to believe or protect Nicole. Even on the night of the murder, they started following a standard playbook for giving a celebrity advance warning of investigations that might involve them before the news media found out about them. It seems clear, given the evidence that Toobin collected, that the racist Los Angeles police didn't focus that animus at Simpson, a wealthy celebrity living in Brentwood. He wasn't a black man in their eyes; he was a rich Hall of Fame football player and a friend. This obviously raises the question of how the jury could return an innocent verdict. Toobin provides plenty of material to analyze that question from multiple angles in his detailed account of the case, but I can tell you my conclusion: Judge Lance Ito did a horrifically incompetent job of managing the case. He let the lawyers wander all over the case, interacted bizarrely with the media coverage (and was part of letting the media turn it into a daytime drama), was not crisp or clear about his standards of evidence and admissibility, and, perhaps worst of all, let the case meander on at incredible length. With a fully sequestered jury allowed only brief conjugal visits and no media contact (not even bookstore shopping!). Quite a lot of anger was focused on the jury after the acquittal, and I do think they reached the wrong conclusion and had all the information they would have needed to reach the correct one. But Toobin touches on something that I think would be very hard to comprehend without having lived through it. The jury and alternate pool essentially lived in prison for nine months, with guards and very strict rules about contact with the outside world, in a country where compensation for jury duty is almost nonexistent. There were a lot of other factors behind their decision, including racial tensions and the sheer pressure from judging a celebrity case about which everyone has an opinion, but I think it's nearly impossible to underestimate the psychological tension and stress from being locked up with random other people under armed guard for three quarters of a year. It's hard for jury members to do an exhaustive and careful deliberation in a typical trial that takes a week and doesn't involve sequestration. People want to get back to their lives and families. I can only imagine the state I would be in after nine months of this, or how poor psychological shape I would be in to make a careful and considered decision. Similarly, for those who condemned the jury for profiting via books and media appearances after the trial, the current compensation for jurors is $15 per day (not hour). I believe at the time it was around $5 per day. There are a few employers who will pay full salary for the entire jury service, but only a few; many cap the length at a few weeks, and some employers treat all jury duty as unpaid leave. The only legal requirement for employers in the United States is that employees that serve on a jury have their job held for them to return to, but compensation is pathetic, not tied to minimum wage, and employers do not have to supplement it. I'm much less inclined to blame the jurors than the system that badly mistreated them. As you can probably tell from the length of this review, I found The Run of His Life fascinating. If I had followed the whole saga more closely at the time, this may have been old material, but I think my vague impressions and patchwork of assumptions were more typical than not among people who were around for the trial but didn't invest a lot of effort into following it. If you are like me, and you have any interest in the case or the details of how the US criminal justice system works, this is a fascinating case study, and Toobin does a great job with it. Recommended. Rating: 8 out of 10

23 July 2016

Mateus Bellomo: Send/receive text messages to buddies

Some weeks ago I ve implemented the option to send a text message from telepathy-resiprocate Empathy. At that time I just implemented it at apps/telepathy/TextChannel class which wasn t the ideal. Now, with a better understand of the resip/recon and resip/dum APIs, I was able to move this implementation there. Besides that I also have implemented the option to receive a text message. For that I have done some changes at resip/recon/ConversationManager and resip/recon/UserAgent classes, along some other. The complete changes could be seen at [1]. This branch also holds modifications related to send/receive presence. This is necessary since to send a message to a contact he/she should be online. There is still work to be done specially checking the possible error cases but at least we could see a first prototype working. Follow some images:
textChannel_JitsiAccount logged in with Jitsi
textChannel_EmpathyAccount logged in with Empathy using telepathy-resiprocate
[1] https://github.com/resiprocate/resiprocate/compare/master MateusBellomo:mateus-presence-text

22 July 2016

Russell Coker: 802.1x Authentication on Debian

I recently had to setup some Linux workstations with 802.1x authentication (described as Ethernet authentication ) to connect to a smart switch. The most useful web site I found was the Ubuntu help site about 802.1x Authentication [1]. But it didn t describe exactly what I needed so I m writing a more concise explanation. The first thing to note is that the authentication mechanism works the same way as 802.11 wireless authentication, so it s a good idea to have the wpasupplicant package installed on all laptops just in case you need to connect to such a network. The first step is to create a wpa_supplicant config file, I named mine /etc/wpa_supplicant_SITE.conf. The file needs contents like the following:
network= 
 key_mgmt=IEEE8021X
 eap=PEAP
 identity="USERNAME"
 anonymous_identity="USERNAME"
 password="PASS"
 phase1="auth=MD5"
 phase2="auth=CHAP password=PASS"
 eapol_flags=0
 
The first difference between what I use and the Ubuntu example is that I m using eap=PEAP , that is an issue of the way the network is configured, whoever runs your switch can tell you the correct settings for that. The next difference is that I m using auth=CHAP and the Ubuntu example has auth=PAP . The difference between those protocols is that CHAP has a challenge-response and PAP just has the password sent (maybe encrypted) over the network. If whoever runs the network says that they don t store unhashed passwords or makes any similar claim then they are almost certainly using CHAP. Change USERNAME and PASS to your user name and password. wpa_supplicant -c /etc/wpa_supplicant_SITE.conf -D wired -i eth0 The above command can be used to test the operation of wpa_supplicant.
Successfully initialized wpa_supplicant
eth0: Associated with 00:01:02:03:04:05
eth0: CTRL-EVENT-EAP-STARTED EAP authentication started
eth0: CTRL-EVENT-EAP-PROPOSED-METHOD vendor=0 method=25
TLS: Unsupported Phase2 EAP method 'CHAP'
eth0: CTRL-EVENT-EAP-METHOD EAP vendor 0 method 25 (PEAP) selected
eth0: CTRL-EVENT-EAP-PEER-CERT depth=0 subject=''
eth0: CTRL-EVENT-EAP-PEER-CERT depth=0 subject=''
EAP-MSCHAPV2: Authentication succeeded
EAP-TLV: TLV Result - Success - EAP-TLV/Phase2 Completed
eth0: CTRL-EVENT-EAP-SUCCESS EAP authentication completed successfully
eth0: CTRL-EVENT-CONNECTED - Connection to 00:01:02:03:04:05 completed [id=0 id_str=]
Above is the output of a successful test with wpa_supplicant. I replaced the MAC of the switch with 00:01:02:03:04:05. Strangely it doesn t like CHAP but is automatically selecting MSCHAPV2 and working, maybe anything other than PAP would do.
auto eth0
iface eth0 inet dhcp
  wpa-driver wired
  wpa-conf /etc/wpa_supplicant_SITE.conf
Above is a snippet of /etc/network/interfaces that works with this configuration.

Dirk Eddelbuettel: RcppCCTZ 0.0.5

Version 0.0.5 of RcppCCTZ arrived on CRAN a couple of days ago. It reflects an upstream fixed made a few weeks ago. CRAN tests revealed that g++-6 was tripping over one missing #define; this was added upstream and I subsequently synchronized with upstream. At the same time the set of examples was extended (see below). Somehow useR! 2016 got in the way and while working on the then-incomplete examples during the traveling I forgot to release this until CRAN reminded me that their tests still failed. I promptly prepared the 0.0.5 release but somehow failed to update NEWS files etc. They are correct in the repo but not in the shipped package. Oh well. CCTZ is a C++ library for translating between absolute and civil times using the rules of a time zone. In fact, it is two libraries. One for dealing with civil time: human-readable dates and times, and one for converting between between absolute and civil times via time zones. It requires only a proper C++11 compiler and the standard IANA time zone data base which standard Unix, Linux, OS X, ... computers tend to have in /usr/share/zoneinfo. RcppCCTZ connects this library to R by relying on Rcpp. Two good examples are now included, and shown here. The first one tabulates the time difference between New York and London (at a weekly level for compactness):
R> example(tzDiff)
tzDiffR> # simple call: difference now
tzDiffR> tzDiff("America/New_York", "Europe/London", Sys.time())
[1] 5
tzDiffR> # tabulate difference for every week of the year
tzDiffR> table(sapply(0:52, function(d) tzDiff("America/New_York", "Europe/London",
tzDiff+                                       as.POSIXct(as.Date("2016-01-01") + d*7))))
 4  5 
 3 50 
R> 
Because the two continents happen to spring forward and fall backwards between regular and daylight savings times, there are, respectively, two and one week periods where the difference is one hour less than usual. A second example shifts the time to a different time zone:
R> example(toTz)
toTzR> toTz(Sys.time(), "America/New_York", "Europe/London")
[1] "2016-07-14 10:28:39.91740 CDT"
R> 
Note that because we return a POSIXct object, it is printed by R with the default (local) TZ attribute (for "America/Chicago" in my case). A more direct example asks what time it is in my time zone when it is midnight in Tokyo:
R> toTz(ISOdatetime(2016,7,15,0,0,0), "Japan", "America/Chicago")
[1] "2016-07-14 15:00:00 CDT"
R>
More changes will come in 0.0.6 as soon as I find time to translate the nice time_tool (command-line) example into an R function. Changes in this version are summarized here:
Changes in version 0.0.5 (2016-07-09)
  • New utility example functions toTz() and tzDiff
  • Synchronized with small upstream change for additional #ifdef for compiler differentiation
We also have a diff to the previous version thanks to CRANberries. More details are at the RcppCCTZ page; code, issue tickets etc at the GitHub repository.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

20 July 2016

Shirish Agarwal: Debconf 16 and My Experience with Debian

It has been often said that you should continually try new things in life so that a. Unlike the fish you do not mistake the pond to be the sea. b. You see other people, other types and ways of living and being which you normally won t in your day-to-day existence. With both of those as mantras I decided to take a leap into the unknown. I was unsure both about the visa process as well as the travel bit as I was traveling to an unknown place and although I had done some research about the place I was unsure about the authenticity of whatever is/was shared on the web. During the whole journey both to and fro, I couldn t sleep a wink. The Doha airport is huge. There are 5 Concourses, A, B , C, D, E and around 30+ gates in each Concourse. The ambition of the small state is something to be reckoned with. Almost 95% of the blue workers in the entire airport were of Asian sub-continent. While the Qatari Rial is 19 times stronger to us, the workers I suspect are worse-off than people doing similar things back home. Add to that the sharia law, even for all the money in the world, I wouldn t want to settle therein. Anyways, during the journey, a small surprise awaited me, Ritesh Raj Saraff, a DD was also traveling to Debconf. We bumped into each other while going to see the Doha City, courtesy Al-Hamad International Airport. I would probably share a bit more about Doha and my experiences with the city in upcoming posts. Cut to Cape Town, South Africa, we landed in the city half an hour after our scheduled time and then we sped along to University of Cape Town (UCT) which was to become our home for the next 13 odd days. The first few days were a whirlwind as there were new people to meet, old people whom I knew only as an e-mail id or an IRC nickname turned out to be real people and you have to try to articulate yourself in English, which is not a native language of mine. During Debcamp I was fortunate to be able visit some of the places and the wiki page had a lot of places which I knew I wouldn t be able to complete unless I had 15 days unlimited time and money to go around so didn t even try. I had gone with few goals in mind :- a. Do some documentation of the event In this I failed completely as just the walk from the venue to where the talks were energy-draining for me. Apart from that, you get swept in meeting new people and talking about one of million topics in Debian which interest you or the other person and while they are fulfilling, it is and was both physically and emotionally draining for me (in a good way). Bernelle (one of the organizers) had warned us of this phenomenon but you disregard it as you know you have a limited time-frame in which to meet and greet people and it is all a over-whelming experience. b. Another goal was to meet my Indian brethren who had left the country around 60~100 years mostly as slaves of East India company In this I was partially successful. I met a couple of beautiful ladies who had either a father or a mother who was Indian while the other was of African heritage. It seemed in them a yearning to know the culture but from what little they had, only Bollywood and Indian cuisine was what they could make of Indian culture. One of the girls, ummm women to be more truer, shared a somewhat grim tale. She had both an African boyfriend as well as Indian boyfriend in her life and in both cases, she was rejected by the boy s parents because she wasn t pure enough. This was deja vu all over again as the same thing can be seen here happening in casteism so there wasn t any advice I could give but just nod in empathy. What was sort of relevation was when their parents or grandparents came, the name and surnames were thrown off and the surname was just the place from where they belong. From the discussions it emerged that there were also lot of cases of forced conversions to Christianity during that era as well as temptations of a better life. As shared, this goal succeeded partially, as I was actually interested in their parents or grand-parents to know the events that shaped the Indian diaspora over there. While the children know only of today, yester-years could only be known by those people who made the unwilling perilous journey to Africa. I had also wanted to know more about Gandhiji s role in that era but alas, that part of history would have to wait for another day as I guess, both those goals would only have met had I visited Durban but that was not to be. I had applied for one talk My Experience with Debian and one workshop for Installation of Debian on systems. The My Experience with Debian was aimed at newbies and I had thought of using show-and-tell to share the differences between proprietary Operating Systems and a FOSS distribution such as Debian. I was going to take simple things such as changelogs, apt-listbugs, real-time knowledge of updates and upgrades as well as /etc/apt/sources.list to share both the versatility of the Debian desktop and real improvements than what proprietary Operating Systems had to offer. But I found myself engaging with Debian Developers (DD s) rather than the newbies so had to change the orientation and fundamentals of the talk on the fly. I knew or suspected rather that the old idea would not work as it would just be repeating to the choir. With that in the back of mind, and the idea that perhaps they would not be so aware of the politics and events which happened in India over the last couple of decades, I tried to share what little I was able to recollect what little I was able to remember about those times. Apart from that, I was also highly conscious that I had been given just the before lunch slot aka You are in the way of my lunch slot. So I knew I had to speak my piece as quickly as possible being as clear as can be. Later, I did get feedback that I was fast and seeing it through couple of times, do agree that I could have done a better job. What s done is done and the only thing I could do to salvage it a bit is to make a presentation which I am sharing as below. my_experience_with_debian Would be nice if somebody could come up with a lighter template for presentations. For reference the template I have taken it from is shared at https://wiki.debian.org/Presentations . Some pictures from the presentation. vlcsnap-00004 me_sharing my_experience_with_debian You can find the video at http://meetings-archive.debian.net/pub/debian-meetings/2016/debconf16/My_Experience_with_Debian.webm This is by no means the end of the Debconf16 experience, but actually the starting. I hope to share more of my thoughts, ideas and get as much feedback from all the wonderful people I met during Debconf.
Filed under: Miscellenous Tagged: #Debconf16, Doha, My talk, Qatar

Daniel Stender: Theano in Debian: maintenance, BLAS and CUDA

I'm glad to announce that we have the current release of Theano (0.8.2) in Debian unstable now, it's on its way into the testing branch and the Debian derivatives, heading for Debian 9. The Debian package is maintained in behalf of the Debian Science Team. We have a binary package with the modules in the Python 2.7 import path (python-theano), if you want or need to stick to that branch a little longer (as a matter of fact, in the current popcon stats it's the most installed package), and a package running on the default Python 3 version (python3-theano). The comprehensive documentation is available for offline usage in another binary package (theano-doc). Although Theano builds its extensions on run time and therefore all binary packages contain the same code, the source package generates arch specific packages1 for the reason that the exhaustive test suite could run over all the architectures to detect if there are problems somewhere (#824116). what's this? In a nutshell, Theano is a computer algebra system (CAS) and expression compiler, which is implemented in Python as a library. It is named after a Classical Greek female mathematician and it's developed at the LISA lab (located at MILA, the Montreal Institute for Learning Algorithms) at the Universit de Montr al. Theano tightly integrates multi-dimensional arrays (N-dimensional, ND-array) from NumPy (numpy.ndarray), which are broadly used in Scientific Python for the representation of numeric data. It features a declarative Python based language with symbolic operations for the functional definition of mathematical expressions, which allows to create functions that compute values for them. Internally the expressions are represented as directed graphs with nodes for variables and operations. The internal compiler then optimizes those graphs for stability and speed and then generates high-performance native machine code to evaluate resp. compute these mathematical expressions2. One of the main features of Theano is that it's capable to compute also on GPU processors (graphical processor unit), like on custom graphic cards (e.g. the developers are using a GeForce GTX Titan X for benchmarks). Today's GPUs became very powerful parallel floating point devices which can be employed also for scientific computations instead of 3D video games3. The acronym "GPGPU" (general purpose graphical processor unit) refers to special cards like NVIDIA's Tesla4, which could be used alike (more on that below). Thus, Theano is a high-performance number cruncher with an own computing engine which could be used for large-scale scientific computations. If you haven't came across Theano as a Pythonistic professional mathematician, it's also one of the most prevalent frameworks for implementing deep learning applications (training multi-layered, "deep" artificial neural networks, DNN) around5, and has been developed with a focus on machine learning from the ground up. There are several higher level user interfaces build in the top of Theano (for DNN, Keras, Lasagne, Blocks, and others, or for Python probalistic programming, PyMC3). I'll seek for some of them also becoming available in Debian, too. helper scripts Both binary packages ship three convenience scripts, theano-cache, theano-test, and theano-nose. Instead of them being copied into /usr/bin, which would result into a binaries-have-conflict violation, the scripts are to be found in /usr/share/python-theano (python3-theano respectively), so that both module packages of Theano can be installed at the same time. The scripts could be run directly from these folders, e.g. do $ python /usr/share/python-theano/theano-nose to achieve that. If you're going to heavy use them, you could add the directory of the flavour you prefer (Python 2 or Python 3) to the $PATH environment variable manually by either typing e.g. $ export PATH=/usr/share/python-theano:$PATH on the prompt, or save that line into ~/.bashrc. Manpages aren't available for these little helper scripts6, but you could always get info on what they do and which arguments they accept by invoking them with the -h (for theano-nose) resp. help flag (for theano-cache). running the tests On some occasions you might want to run the testsuite of the installed library, like to check over if everything runs fine on your GPU hardware. There are two different ways to run the tests (anyway you need to have python ,3 -nose installed). One is, you could launch the test suite by doing $ python -c 'import theano; theano.test() (or the same with python3 to test the other flavour), that's the same what the helper script theano-test does. However, by doing it that way some particular tests might fail by raising errors also for the group of known failures. Known failures are excluded from being errors if you run the tests by theano-nose, which is a wrapper around nosetests, so this might be always the better choice. You can run this convenience script with the option --theano on the installed library, or from the source package root, which you could pull by $ sudo apt-get source theano (there you have also the option to use bin/theano-nose). The script accept options for nosetests, so you might run it with -v to increase verbosity. For the tests the configuration switch config.device must be set to cpu. This will also include the GPU tests when a proper accessible device is detected, so that's a little misleading in the sense of it doesn't mean "run everything on the CPU". You're on the safe side if you run it always like this: $ THEANO_FLAGS=device=cpu theano-nose, if you've set config.device to gpu in your ~/.theanorc. Depending on the available hardware and the used BLAS implementation (see below) it could take quite a long time to run the whole test suite through, on the Core-i5 in my laptop that takes around an hour even excluded the GPU related tests (which perform pretty fast, though). Theano features a couple of switches to manipulate the default configuration for optimization and compilation. There is a rivalry between optimization and compilation costs against performance of the test suite, and it turned out the test suite performs a quicker with lesser graph optimization. There are two different switches available to control config.optimizer, the fast_run toggles maximal optimization, while fast_compile runs only a minimal set of graph optimization features. These settings are used by the general mode switches for config.mode, which is either FAST_RUN by default, or FAST_COMPILE. The default mode FAST_RUN (optimizer=fast_run, linker=cvm) needs around 72 minutes on my lower mid-level machine (on un-optimized BLAS). To set mode=FAST_COMPILE (optimizer=fast_compile, linker=py) brings some boost for the performance of the test suite because it runs the whole suite in 46 minutes. The downside of that is that C code compilation is disabled in this mode by using the linker py, and also the GPU related tests are not included. I've played around with using the optimizer fast_compile with some of the other linkers (c py and cvm, and their versions without garbage collection) as alternative to FAST_COMPILE with minimal optimization but also machine code compilation incl. GPU testing. But to my experience, fast_compile without another than the linker py results in some new errors and failures of some tests on amd64, and this might the case also on other architectures, too. By the way, another useful feature is DebugMode for config.mode, which verifies the correctness of all optimizations and compares the C to Python results. If you want to have detailed info on the configuration settings of Theano, do $ python -c 'import theano; print theano.config' less, and check out the chapter config in the library documentation in the documentation. cache maintenance Theano isn't a JIT (just-in-time) compiler like Numba, which generates native machine code in the memory and executes it immediately, but it saves the generated native machine code into compiledirs. The reason for doing it that way is quite practical like the docs explain, the persistent cache on disk makes it possible to avoid generating code for the same operation, and to avoid compiling again when different operations generate the same code. The compiledirs by default are located within $(HOME)/.theano/. After some time the folder becomes quite large, and might look something like this:
$ ls ~/.theano
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--2.7.11+-64
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--2.7.12-64
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--2.7.12rc1-64
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--3.5.1+-64
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--3.5.2-64
compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--3.5.2rc1-64
If the used Python version changed like in this example you might to want to purge obsolete cache. For working with the cache resp. the compiledirs, the helper theano-cache comes in handy. If you invoke it without any arguments the current cache location is put out like ~/.theano/compiledir_Linux-4.5--amd64-x86_64-with-debian-stretch-sid--2.7.12-64 (the script is run from /usr/share/python-theano). So, the compiledirs for the old Python versions in this example (11+ and 12rc1) can be removed to free the space they occupy. All compiledirs resp. cache directories meaning the whole cache could be erased by $ theano-cache basecompiledir purge, the effect is the same as by performing $ rm -rf ~/.theano. You might want to do that e.g. if you're using different hardware, like when you got yourself another graphics card. Or habitual from time to time when the compiledirs fill up so much that it slows down processing with the harddisk being very busy all the time, if you don't have an SSD drive available. For example, the disk space of build chroots carrying (mainly) the tests completely compiled through on default Python 2 and Python 3 consumes around 1.3 GB (see here). BLAS implementations Theano needs a level 3 implementation of BLAS (Basic Linear Algebra Subprograms) for operations between vectors (one-dimensional mathematical objects) and matrices (two-dimensional objects) carried out on the CPU. NumPy is already build on BLAS and pulls the standard implementation (libblas3, soure package: lapack), but Theano links directly to it instead of using NumPy as intermediate layer to reduce the computational overhead. For this, Theano needs development headers and the binary packages pull libblas-dev by default, if any other development package of another BLAS implementation (like OpenBLAS or ATLAS) isn't already installed, or pulled with them (providing the virtual package libblas.so). The linker flags could be manipulated directly through the configuration switch config.blas.ldflags, which is by default set to -L/usr/lib -lblas -lblas. By the way, if you set it to an empty value, Theano falls back to using BLAS through NumPy, if you want to have that for some reason. On Debian, there is a very convenient way to switch between BLAS implementations by the alternatives mechanism. If you have several alternative implementations installed at the same time, you can switch from one to another easily by just doing:
$ sudo update-alternatives --config libblas.so
There are 3 choices for the alternative libblas.so (providing /usr/lib/libblas.so).
  Selection    Path                                  Priority   Status
------------------------------------------------------------
* 0            /usr/lib/openblas-base/libblas.so      40        auto mode
  1            /usr/lib/atlas-base/atlas/libblas.so   35        manual mode
  2            /usr/lib/libblas/libblas.so            10        manual mode
  3            /usr/lib/openblas-base/libblas.so      40        manual mode
Press <enter> to keep the current choice[*], or type selection number:
The implementations are performing differently on different hardware, so you might want to take the time to compare which one does it best on your processor (the other packages are libatlas-base-dev and libopenblas-dev), and choose that to optimize your system. If you want to squeeze out all which is in there for carrying out Theano's computations on the CPU, another option is to compile an optimized version of a BLAS library especially for your processor. I'm going to write another blog posting on this issue. The binary packages of Theano ship the script check_blas.py to check over how well a BLAS implementation performs with it, and if everything works right. That script is located in the misc subfolder of the library, you could locate it by doing $ dpkg -L python-theano grep check_blas (or for the package python3-theano accordingly), and run it with the Python interpreter. By default the scripts puts out a lot of info like a huge perfomance comparison reference table, the current setting of blas.ldflags, the compiledir, the setting of floatX, OS information, the GCC version, the current NumPy config towards BLAS, NumPy location and version, if Theano linked directly or has used the NumPy binding, and finally and most important, the execution time. If just the execution time for quick perfomance comparisons is needed this script could be invoked with -q. Theano on CUDA The function compiler of Theano works with alternative backends to carry out the computations, like the ones for graphics cards. Currently, there are two different backends for GPU processing available, one docks onto NVIDIA's CUDA (Compute Unified Device Architecture) technology7, and another one for libgpuarray, which is also developed by the Theano developers in parallel. The libgpuarray library is an interesting alternative for Theano, it's a GPU tensor (multi-dimensional mathematical object) array written in C with Python bindings based on Cython, which has the advantage of running also on OpenCL8. OpenCL, unlike CUDA9, is full free software, vendor neutral and overcomes the limitation of the CUDA toolkit being only available for amd64 and the ppc64el port (see here). I've opened an ITP on libgpuarray and we'll see if and how this works out. Another reason for it would be great to have it available is that it looks like CUDA currently runs into problems with GCC 610. More on that, soon. Here's a litle checklist for setting up your CUDA device so that you don't have to experience something like this:
$ THEANO_FLAGS=device=gpu,floatX=float32 python ./cat_dog_classifier.py 
WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu is not available (error: Unable to get the number of gpus available: no CUDA-capable device is detected)
hardware check For running Theano on CUDA you need an NVIDIA graphics card which is capable of doing that. You can recheck if your device is supported by CUDA here. When the hardware isn't too old (CUDA support started with GeForce 8 and Quadro X series) or too strange I think it isn't working only in exceptional cases. You can check your model and if the device is present in the system on the bare hardware level by doing this:
$ lspci   grep -i nvidia
04:00.0 3D controller: NVIDIA Corporation GM108M [GeForce 940M] (rev a2)
If a line like this doesn't get returned, your device most probably is broken, or not properly connected (ouch). If rev ff appears at the end of the line that means the device is off meaning powered down. This might be happening if you have a laptop with Optimus graphics hardware, and the related drivers have switched off the unoccupied device to safe energy11. kernel module Running CUDA applications requires the proprietary NVIDIA driver kernel module to be loaded into the kernel and working. If you haven't already installed it for another purpose, the NVIDIA driver and the CUDA toolkit are both in the non-free section of the Debian archive, which is not enabled by default. To get non-free packages you have to add non-free (and it's better to do so, also contrib) to your package source in /etc/apt/sources.list, which might then look like this:
deb http://httpredir.debian.org/debian/ testing main contrib non-free
After doing that, perform $ apt-cache update to update the package lists, and there you go with the non-free packages. The headers of the running kernel are needed to compile modules, you can get them together with the NVIDIA kernel module package by running:
$ sudo apt-get install linux-headers-$(uname -r) nvidia-kernel-dkms build-essential
DKMS will then build the NVIDIA module for the kernel and does some other things on the system. When the installation has finished, it's generally advised to reboot the system completely. troubleshooting If you have problems with the CUDA device, it's advised to verify if the following things concerning the NVIDIA driver resp. kernel module are in order: blacklist nouveau Check if the default Nouveau kernel module driver (which blocks the NVIDIA module) for some reason still gets loaded by doing $ lsmod grep nouveau. If nothing gets returned, that's right. If it's still in the kernel, just add blacklist nouveau to /etc/modprobe.d/blacklist.conf, and update the booting ramdisk with sudo update-initramfs -u afterwards. Then reboot once more, this shouldn't be the case then anymore. rebuild kernel module To fix it when the module haven't been properly compiled for some reason you could trigger a rebuild of the NVIDIA kernel module with $ sudo dpkg-reconfigure nvidia-kernel-dkms. When you're about to send your hardware in to repair because everything looks all right but the device just isn't working, that really could help (own experience). After the rebuild of the module or modules (if you have a few kernel packages installed) has completed, you could recheck if the module really is available by running:
$ sudo modinfo nvidia-current
filename:       /lib/modules/4.4.0-1-amd64/updates/dkms/nvidia-current.ko
alias:          char-major-195-*
version:        352.79
supported:      external
license:        NVIDIA
alias:          pci:v000010DEd00000E00sv*sd*bc04sc80i00*
alias:          pci:v000010DEd*sv*sd*bc03sc02i00*
alias:          pci:v000010DEd*sv*sd*bc03sc00i00*
depends:        drm
vermagic:       4.4.0-1-amd64 SMP mod_unload modversions 
parm:           NVreg_Mobile:int
It should be something similiar to this when everything is all right. reload kernel module When there are problems with the GPU, maybe the kernel module isn't properly loaded. You could recheck if the module has been properly loaded by doing
$ lsmod   grep nvidia
nvidia_uvm             73728  0
nvidia               8540160  1 nvidia_uvm
drm                   356352  7 i915,drm_kms_helper,nvidia
The kernel module could be loaded resp. reloaded with $ sudo nvidia-modprobe (that tool is from the package nvidia-modprobe). unsupported graphics card Be sure that you graphics cards is supported by the current driver kernel module. If you have bought new hardware, that's quite possible to come out being a problem. You can get the version of the current NVIDIA driver with:
$ cat /proc/driver/nvidia/version 
NVRM version: NVIDIA UNIX x86_64 Kernel Module 352.79  Wed Jan 13 16:17:53 PST 2016
GCC version:  gcc version 5.3.1 20160528 (Debian 5.3.1-21)
Then, google the version number like nvidia 352.79, this should get you onto an official driver download page like this. There, check for what's to be found under "Supported Products". I you're stuck with that there are two options, to wait until the driver in Debian got updated, or replace it with the latest driver package from NVIDIA. That's possible to do, but something more for experienced users. occupied graphics card The CUDA driver cannot work while the graphical interface is busy like by processing the graphical display of your X.Org server. Which kernel driver actually is used to process the desktop could be examined by this command:12
$ grep '(II).*([0-9]):' /var/log/Xorg.0.log
[    37.700] (II) intel(0): Using Kernel Mode Setting driver: i915, version 1.6.0 20150522
[    37.700] (II) intel(0): SNA compiled: xserver-xorg-video-intel 2:2.99.917-2 (Vincent Cheng <vcheng@debian.org>)
 ... 
[    39.808] (II) intel(0): switch to mode 1920x1080@60.0 on eDP1 using pipe 0, position (0, 0), rotation normal, reflection none
[    39.810] (II) intel(0): Setting screen physical size to 508 x 285
[    67.576] (II) intel(0): EDID vendor "CMN", prod id 5941
[    67.576] (II) intel(0): Printing DDC gathered Modelines:
[    67.576] (II) intel(0): Modeline "1920x1080"x0.0  152.84  1920 1968 2000 2250  1080 1083 1088 1132 -hsync -vsync (67.9 kHz eP)
This example shows that the rendering of the desktop is performed by the graphical device of the Intel CPU, which is just like it's needed for running CUDA applications on your NVIDIA graphics card, if you don't have another one. nvidia-cuda-toolkit With the Debian package of the CUDA toolkit everything pretty much runs out of the box for Theano. Just install it with apt-get, and you're ready to go, the CUDA backend is the default one. Pycuda is also a suggested dependency of the binary packages, it could be pulled together with the CUDA toolkit. The up-to-date CUDA release 7.5 is of course available, with that you have Maxwell architecture support so that you can run Theano on e.g. a GeForce GTX Titan X with 6,2 TFLOPS on single precision13 at an affordable price. CUDA 814 is around the corner with support for the new Pascal architecture15. Like the GeForce GTX 1080 high-end gaming graphics card already has 8,23 TFLOPS16. When it comes to professional GPGPU hardware like the Tesla P100 there is much more computational power available, scalable by multiplication of cores resp. cards up to genuine little supercomputers which fit on a desk, like the DGX-117. Theano can use multiple GPUs for calculations to work with highly scaled hardware, I'll write another blog post on this issue. Theano on the GPU It's not difficult to run Theano on the GPU. Only single precision floating point numbers (float32) are supported on the GPU, but that is sufficient for deep learning applications. Theano uses double precision floats (float64) by default, so you have to set the configuration variable config.floatX to float32, like written on above, either with the THEANO_FLAGS environment variable or better in your .theanorc file, if you're going to use the GPU a lot. Switching to the GPU actually happens with the config.device configuration variable, which must be set to either gpu or gpu0, gpu1 etc., to choose a particular one if multiple devices are available. Here's is a little test script check1.py, it's taken from the docs and slightly altered. You can run that script either with python or python3 (there was a single test failure on the Python 3 package, so the Python 2 library might be a little more stable currently). For comparison, here's an example on how it perfoms on my hardware, one time on the CPU, one more time on the GPU:
$ THEANO_FLAGS=floatX=float32 python ./check1.py 
[Elemwise exp,no_inplace (<TensorType(float32, vector)>)]
Looping 1000 times took 4.481719 seconds
Result is [ 1.23178029  1.61879337  1.52278066 ...,  2.20771813  2.29967761
  1.62323284]
Used the cpu
$ THEANO_FLAGS=floatX=float32,device=gpu python ./check1.py 
Using gpu device 0: GeForce 940M (CNMeM is disabled, cuDNN not available)
[GpuElemwise exp,no_inplace (<CudaNdarrayType(float32, vector)>), HostFromGpu(GpuElemwise exp,no_inplace .0)]
Looping 1000 times took 1.164906 seconds
Result is [ 1.23178029  1.61879349  1.52278066 ...,  2.20771813  2.29967761
  1.62323296]
Used the gpu
If you got a result like this you're ready to go with Theano on Debian, training computer vision classifiers or whatever you want to do with it. I'll write more on for what Theano could be used, soon.

  1. Some ports are disabled because they are currently not supported by Theano. There are NotImplementedErrors and other errors in the tests on the numpy.ndarray object being not aligned. The developers commented on that, see here. And on some ports the build flags -m32 resp. -m64 of Theano aren't supported by g++, the build flags can't be manipulated easily.
  2. Theano Development Team: "Theano: a Python framework for fast computation of mathematical expressions"
  3. Marc Couture: "Today's high-powered GPUs: strong for graphics and for maths". In: RTC magazine June 2015, pp. 22 25
  4. Ogier Maitre: "Understanding NVIDIA GPGPU hardware". In: Tsutsui/Collet (eds.): Massively parallel evolutionary computation on GPGPUs. Berlin, Heidelberg: Springer 2013, pp. 15-34
  5. Geoffrey French: "Deep learing tutorial: advanved techniques". PyData London 2016 presentation
  6. Like the description of the Lintian tag binary-without-manpage says, that's not needed for them being in /usr/share.
  7. Tom. R. Halfhill: "Parallel processing with CUDA: Nvidia's high-performance computing platform uses massive multithreading". In: Microprocessor Report January 28, 2008
  8. Faber et.al: "Parallelwelten: GPU-Programmierung mit OpenCL". In: C't 26/2014, pp. 160-165
  9. For comparison, see: Valentine Sinitsyn: "Feel the taste of GPU programming". In: Linux Voice February 2015, pp. 106-109
  10. https://lists.debian.org/debian-devel/2016/07/msg00004.html
  11. If Optimus (hybrid) graphics hardware is present (like commonly today on PC laptops), Debian launches the X-server on the graphics processing unit of the CPU, which is ideal for CUDA. The problem with Optimus actually is the graphics processing on the dedicated GPU. If you are using Bumblebee, the Python interpreter which you want to run Theano on has be to be started with the launcher primusrun, because Bumblebee powers the GPU down with the tool bbswitch every time it isn't used, and I think also the kernel module of the driver is dynamically loaded.
  12. Thorsten Leemhuis: "Treiberreviere. Probleme mit Grafiktreibern f r Linux l sen": In: C't Nr.2/2013, pp. 156-161
  13. Martin Fischer: "4K-Rakete: Die schnellste Single-GPU-Grafikkarte der Welt". In C't 13/2015, pp. 60-61
  14. http://www.heise.de/developer/meldung/Nvidia-CUDA-8-bringt-Optimierungen-fuer-die-Pascal-Architektur-3164254.html
  15. Martin Fischer: "All In: Nvidia enth llt die GPU-Architektur 'Pascal'". In: C't 9/2016, pp. 30-31
  16. Martin Fischer: "Turbo-Pascal: High-End-Grafikkarte f r Spieler: GeForce GTX 1080". In: C't 13/2016, pp. 100-103
  17. http://www.golem.de/news/dgx-1-nvidias-supercomputerchen-mit-8x-tesla-p100-1604-120155.html

17 July 2016

Iustin Pop: Energy bar restored!

So, I've been sick. Quite sick, as for the past ~2 weeks I wasn't able to bike, run, work or do much beside watch movies, look at photos and play some light games (ARPGs rule in this case, all you need to do is keep the left mouse button pressed). It was supposed to be only a light viral infection, but it took longer to clear out than I expected, probably due to it happening right after my dental procedure (and possibly me wanting to restart exercise too soon, to fast). Not fun, it felt like the thing that refills your energy/mana bar in games broke. I simply didn't feel restored, despite sleeping a lot; 2-3 naps per day sound good as long as they are restorative, if they're not, sleeping is just a chore. The funny thing is that recovery happened so slow, that when I finally had energy it took me by surprise. It was like oh, wait, I can actually stand and walk without feeling dizzy! Wohoo! As such, yesterday was a glorious Saturday I was therefore able to walk a bit outside the house this weekend and feel like having a normal cold, not like being under a cursed: -4 vitality spell. I expect the final symptoms to clear out soon, and that I can very slowly start doing some light exercise again. Not tomorrow, though In the meantime, I'm sharing a picture from earlier this year that I found while looking through my stash. Was walking in the forest in Pontresina on a beatiful sunny day, when a sudden gust of wind caused a lot of the snow on the trees to fly around and make it look a bit magical (photo is unprocessed beside conversion from raw to jpeg, this is how it was straight out of the camera): Winter in the forest Why a winter photo? Because that's exactly how cold I felt the previous weekend: 30 C outside, but I was going to the doctor in jeans and hoodie and cap, shivering

16 July 2016

Paul Tagliamonte: The Open Source License API

Around a year ago, I started hacking together a machine readable version of the OSI approved licenses list, and casually picking parts up until it was ready to launch. A few weeks ago, we officially announced the osi license api, which is now live at api.opensource.org. I also took a whack at writing a few API bindings, in Python, Ruby, and using the models from the API implementation itself in Go. In the following few weeks, Clint wrote one in Haskell, Eriol wrote one in Rust, and Oliver wrote one in R. The data is sourced from a repo on GitHub, the licenses repo under OpenSourceOrg. Pull Requests against that repo are wildly encouraged! Additional data ideas, cleanup or more hand collected data would be wonderful! In the meantime, use-cases for using this API range from language package managers pulling OSI approval of a licence programatically to using a license identifier as defined in one dataset (SPDX, for exampele), and using that to find the identifer as it exists in another system (DEP5, Wikipedia, TL;DR Legal). Patches are hugly welcome, as are bug reports or ideas! I'd also love more API wrappers for other languages!

13 July 2016

Niels Thykier: Selecting key packages via UDD

Thanks to Lucas Nussbaum, we now have a UDD script to filter/select key packages. Some example use cases: Which key packages used compat 4?
# Data file compat-4-packages (one *source* package per line)
$ curl --silent --data-binary @compat-4-packages \
  https://udd.debian.org/cgi-bin/select-key-packages.cgi
alsamixergui
apg
[...]
sgml-base
wwwconfig-common
Also useful for things like bug#830997, which was my excuse for requesting this.:) Is package foo a key package (yet)?
$ is-key-pkg()   
 RES=$(echo "$1"   curl --silent --data-binary @- \
    https://udd.debian.org/cgi-bin/select-key-packages.cgi)
 if [ "$RES" ]; then
   echo yes
 else
   echo no
 fi
 
$ is-key-pkg bash
yes
$ is-key-pkg mscgen
no
$ is-key-pkg NotAPackage
no
Above shell snippets might need tweaking for better error handling, etc. Once again, thanks to Lucas for the server-side UDD script.:)
Filed under: Debian

11 July 2016

Niels Thykier: mips64el added to Debian testing

Today, we have completed our first Britney run with mips64el enabled in testing. :) At the current time, the set of packages in mips64el are not very connected (and you probably cannot even install build-essential yet[1]). Hopefully this will change over the next few days. For now, Britney does not enforce installability of packages on mips64el in general, so do not expect the architecture to be stable at the moment. Cheat sheet for package maintainers: We will slowly remove these special cases for mips64el as it matures in testing. [1] Update on this: mips64el currently does not have a libc library yet, so build-essential is definitely not installable at the moment. It will hopefully migrate very soon.
Filed under: Debian, Release-Team

Jonathan Dowland: iPod

iPod iPod with rockbox
opened up open iPod with iFlash
It's been four years since I last wrote about music players. In the meantime of my Sansa Fuzes broke, and the third does not have great rockbox support. I've also been using a Sansa Clip+ (a leaving present from my last job, thanks again!) and a Sansa Clip Zip. Unfortunately Sandisk's newer Sansa devices (Sport, Jam - the only ones still in production) are not supported by Rockbox. The Clips have been very reliable and sturdy players, but I have missed the larger display of the Fuze. Since I've been exploring HD audio I've also been interested in something with an A/D converter that can handle it. I also still wish to carry my entire music library around with me, which limits my options. I decided to try an iPod. The older iPods had a Wolfson-manufacturered ADC which had a good reputation and supported (in headline terms at least) 24/48. The iPod colour (aka "4th gen") and subsequent models have a large colour display. The click-wheel interface is also very nice. Apple have now discontinued the "classic" iPod and their second hand value has greatly increased, but I managed to get an older 5th generation model ("video", with a base capacity of 30G) whilst trading in some unwanted DVDs. The case was scratched to heck but a replacement was readily and cheaply available from auction sites. Rockbox support in these iPods is pretty good, and you can mod the hardware to support CF or SD cards with kits such as the iFlash kits by Tarkan Akdam, which I picked up, along with a new 128G SD card. Unfortunately I have found writing to the iPod to be very poor with Rockbox, but it's fine for playback, and booting the iPod in OF or DFU mode is very easy and works reliably. Whilst Rockbox on the iPod works pretty well, installing it is far harder than on the Sandisk Sansa devices. The difficulty in my case is because rockbox requires a PC-formatted iPod to install, and I had a Mac-formatted one. I couldn't find a way to convert the iPod to PC format using a Mac. I tried doing so on a PC but for some reason the PC wasn't playing ball so I gave up after a few hours. In the end I assembled the filesystem by hand using dd(1) and dumps of partition tables from other people's iPods, via a Linux machine. This was enough to convince iTunes on Mac to restore it's hidden partition and boot software without reverting back to a Mac disklabel format.

Daniel Pocock: Let's Encrypt torpedoes cost and maintenance issues for Free RTC

Many people have now heard of the EFF-backed free certificate authority Let's Encrypt. Not only is it free of charge, it has also introduced a fully automated mechanism for certificate renewals, eliminating a tedious chore that has imposed upon busy sysadmins everywhere for many years. These two benefits - elimination of cost and elimination of annual maintenance effort - imply that server operators can now deploy certificates for far more services than they would have previously. The TLS chapter of the RTC Quick Start Guide has been updated with details about Let's Encrypt so anybody installing SIP or XMPP can use Let's Encrypt from the outset. For example, somebody hosting basic Drupal or Wordpress sites for family, friends and small community organizations can now offer them all full HTTPS encryption, WebRTC, SIP and XMPP without having to explain annual renewal fees or worry about losing time in their evenings and weekends renewing certificates manually. Even people who were willing to pay for a single certificate for their main web site may have snubbed their nose at the expense and ongoing effort of having certificates for their SMTP mail server, IMAP server, VPN gateway, SIP proxy, XMPP server, WebSocket and TURN servers too. Now they can all have certificates. Early efforts at SIP were doomed without encryption In the early days, SIP messages would be transported across the public Internet in UDP datagrams without any encryption. SIP itself wasn't originally designed for NAT and a variety of home routers were created with "NAT helper" algorithms that would detect and modify SIP packets to try and work through NAT. Sadly, in many cases these attempts to help actually clash with each other and lead to further instability. Conversely, many rogue ISPs could easily detect and punish VoIP users by blocking their calls or even cutting their DSL line. Operating SIP over TLS, usually on the HTTPS port (TCP port 443) has been an effective way to quash all of these different issues. While the example of SIP is one of the most extreme, it helps demonstrate the benefits of making encryption universal to ensure stability and cut out the "man-in-the-middle", regardless of whether he is trying to help or hinder the end user. Is one certificate enough? Modern SIP, XMPP and WebRTC require additional services, TURN servers and WebSocket servers. If they are all operated on port 443 then it is necessary to use different hostnames for each of them (e.g. turn.example.org and ws.example.org. Each different hostname requires a certificate. Let's Encrypt can provide those additional certificates too, without additional cost or effort. The future with Let's Encrypt The initial version of the Let's Encrypt client, certbot, fully automates the workflow for people using popular web servers such as Apache and nginx. The manual or certonly modes can be used for other services but hopefully certbot will evolve to integrate with many other popular applications too. Currently, Let's Encrypt's certbot tool issues certificates to servers running on TCP port 443 or 80. These are considered to be a privileged ports whereas any port over 1023, including the default ports used by applications such as SIP (5061), XMPP (5222, 5269) and TURN (5349), are not privileged ports. As long as certbot maintains this policy, it is generally necessary to either run a web server for the domain associated with each certificate or run the services themselves on port 443. There are other mechanisms for domain validation and various other clients supporting different subsets of them. Running the services themselves on port 443 turns out to be a good idea anyway as it ensures that RTC services can be reached through HTTP proxy servers who fail to let the HTTP CONNECT method access any other ports. Many configuration tasks are already scripted during the installation of packages on a GNU/Linux distribution (such as Debian or Fedora) or when setting up services using cloud images (for example, in Docker or OpenStack). Due to the heavily standardized nature of Let's Encrypt and the widespread availability of the tools, many of these package installation scripts can be easily adapted to find or create Let's Encrypt certificates on the target system, ensuring every service is running with TLS protection from the minute it goes live. If you have questions about Let's Encrypt for RTC or want to share your experiences, please come and discuss it on the Free-RTC mailing list.

10 July 2016

Ritesh Raj Sarraf: Leprosy in India

During my recent travel, I had quite a long layover at the Doha International Airport in Qatar. While killing time, I watched an interesting programme on the Al Jazeera network. The program aired on Al Jazeera is Lifelines. This special episode I watched, covered about "Leprosy in India". After having watched the entire programme, I felt the urge to blog about it. First of all, it was quite depressing to me, to know through the programme, that the Govt. of India had officially marked "Leprosy" eradicated from India in 2005. As per Wikipedia, "Globally in 2012, the number of chronic cases of leprosy was 189,000, down from some 5.2 million in the 1980s. The number of new cases was 230,000. Most new cases occur in 16 countries, with India accounting for more than half." Of the data presented on Lifelines, they just covered a couple of districts from 2 States (of the 28+ States) of India. So, with many states remaining, and unserveyed, and uncounted, we are far away from making such statements. Given that the Govt., on paper, has marked Leprosy eradicated; so does WHO. Which means that there is no more funding to help people suffering from the disease. And with no Govt. (or International) funding, it is a rather disappointing situation. I come from a small town on the Indo-Nepal intl. border, named Raxaul. And here, I grew up seeing many people who suffered from Leprosy. As a child, I never much understood the disease, because as is mentioned in the programme, I was told it was a communicable disease. Those suffering, were (and are) tagged as Untouchables (Hindi: ). Of my small town, there was and still is a sub-town, named Sunderpur. This town houses patients suffering from Leprosy, from around multiple districts closeby. I've never been there, but have been told that it is run by an NGO, and helps patients fight the disease. Lifelines also reported that fresh surveys done by the Lepra society, just a 3 day campaign, resulted in 3808 new cases of people suffering from Leprosy. That is a big number, given accessibility to small towns only happens once a week on market day. And in 3 days the team hardly covered a couple of district towns. My plea to the Media Houses of India. Please spend some time to look beyond the phony stuff that you mostly present. There are real issues that could be brought to a wider audience. As for the government, it is just depressing to know how rogue some/most of your statements are.

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