Focus This month I didn't have any particular focus. I just worked on issues in my info bubble.

Changes

• libpst: header validity check improvement
• iotop: fix getting syscall numbers
• purple-discord: fix line endings
• ptp-gadget: fix typo, https
• wayback-machine-downloader: fix typos, https, JSON output, gitignore, URL creation, API parsing
• duck: indicator phrases
• check-all-the-things: verbosity variation for yamllint, chktex, rubocop, podchecker
• Debian package uploads: purple-discord, sptag
• Debian wiki pages: AdditionalDebianMailingLists, BSP/2021/05/online, DebianHosting, DebianInstaller/Qemu, DebianKeyring, DebianLocations, DebianSpamAssassin, DebianWiki (EditorGuide, MaintenanceTools, ObsoleteText), Derivatives/Guidelines, DeveloperNews, Dovecot, GraphicsCard, Hardware/Wanted, HowToIdentifyADevice/PCI, initramfs, IRC, LoongArch, LunaJernberg, MemberBenefits, PaulWise, PipeWire, Ports, (ia64, loongarch64), PortsDocs/New, PortTemplate, Redmine, RISC-V, sbuild, Seamonkey, systemd, Teams (DebianMaintainerKeyringTeam, Outreach)
• FOSSjobs wiki pages: Resources
• Wikipedia: Asahi (1 2), Message-ID

Issues

• Crash in purple-discord
• Missing source in Open-Sauce-Fonts
• Building at install time in purple-discord
• Memory leak in purple-discord
• AppArmor denials in clamav-freshclam
• Features in diffoscope, trash-cli
• New versions of ddccontrol
• Build failures when using ognibuild: iotop cmake-hello-world
• Broken watch file for hexedit
• Packaging intended for esprima-python
• Unused deps in sptag
• Incorrect build dir in sptag
• Incorrect docs in sptag
• Large git-lfs data in sptag
• Test problems in sptag (1 2), hexedit

Review

• Spam: reported 1 LWN comment, 26 Debian bug reports and 124 Debian mailing list posts
• Debian wiki: RecentChanges for the month
• Debian BTS usertags: changes for the month
• Debian screenshots:
  • approved e2fsprogs sane util-linux wlogout esekeyd ext4magic lxqt xfce4-clipman
  • rejected netselect (random Android app)

Administration

• Debian wiki: unblock IP addresses, approve accounts

Communication

• Joined the great IRC migration
• Respond to queries from Debian users and contributors on the mailing lists and IRC

Sponsors The purple-discord, sptag and esprima-python work was sponsored by my employer. All other work was done on a volunteer basis.

• Opened a pull request to make the build reproducible in the apispec API specification generator. The issue at hand is that the copyright message in the generated documentation used the current build date so that the build would vary depending on whenever you built it. [...]
• Updated my Tickle Me Email tool that implements Gettings Things Done-like behaviours in any IMAP inbox in order to sort various items by the date, not by their subject field. [...]

• As part of my role of being the assistant Secretary of the Open Source Initiative and a board director of Software in the Public Interest, I attended their respective usual monthly meetings. As I outlined last month, my term on the OSI board has been slightly extended due to the discovery of a vulnerability in OSI's recent election as a result, the 2021 election will be re-run to ensure transparency of the process. SPI had their virtual 'face to face' meeting this month as well, spread out over three evenings.

• Kept isdebianreproducibleyet.com up to date. [...]
• Categorised a large number of packages and issues in the Reproducible Builds notes.git" repository.
• Filed an upstream pull request to make the build reproducible in the apispec specification generator. This was also filed in Debian as bug #988978. [...]
• Filed a bug against the Debian jenkins.debian.org virtual packages to report that the reproducible rescheduling CGI script uses the deprecated Debian SSO service. (#989088)
• Drafted, published and publicised our monthly report for April 2021.
• I also made the following changes to strip-nondeterminism, our tool to remove specific non-deterministic results from a completed build:
  • Added support for Python pyzip files: they require special handling to not mangle the UNIX shebang. (#18)
  • Dropped single-debian-patch, etc. from the Debian source package options. [...]

• Bug fixes:
  • Check that we are parsing an actual Debian .buildinfo file, not just a file with that particular extension after all, it could be any file. (#254, #987994)
  • Support signed .buildinfo files again. It appears that some versions of file(1) reports them as PGP signed message. [...]
  • Use the actual filesystem path name (instead of diffoscope's concept of the source archive name) in order to correct filename filtering when an APK file has been extracted from a container format. In particular, we need to filter the auto-incremented 1.apk instead of original-name.pk. (#255)
• New features:
  • Update ffmpeg tests to work with version 4.4. (#258)
  • Correct grammar in a fsimage.py debug message. [...]
• Misc:
  • Don't unnecessarily call os.path.basename twice in the APK comparator. [...]
  • Added instructions on how to install diffoscope on openSUSE on the diffoscope website [...].
  • Add a comment about stripping filenames. [...]
  • Corrected a reference to site.salsa_url which was breaking the "File a new issue" link on the website [...].

• python-django:
  • 2.2.21-1 New upstream security release.
  • 2.2.22-1 Another new upstream security release.
  • 2.2.23-1 New upstream release.
  • 3.2.1-1 (to experimental) New upstream security release.
  • 3.2.2-1 (to experimental) Another new upstream security release.
  • 3.2.3-1 (to experimental) New upstream release.
• redis:
  • 6.0.13-1 New upstream security release. (#988045)
  • 6.2.3-1 (to experimental) New upstream security release. (#988045)

• Investigated and triaged: apserver (CVE-2021-32062), bundler, djvulibre (CVE-2021-3500), graphviz (CVE-2020-18032), hivex (CVE-2021-3504), libgetdata (CVE-2021-20204), libjs-handlebars (CVE-2021-23383), liblivemedia (CVE-2021-28899), libsixel (CVE-2020-36120), lucene-solor (CVE-2021-27905), opendmarc (CVE-2020-12272), pillow (CVE-2021-25287, CVE-2021-25288, etc.), qemu (CVE-2021-3527), redmine (CVE-2019-25026) and sabnzbdplus (CVE-2021-29488).
• Frontdesk duties, responding to user/developer questions, reviewing others' packages, participating in mailing list discussions, etc.
• Prepared versions of both velocity (1.7-5+deb10u1) and ruby-websocket-extensions (0.1.2-1+deb10u1) to upload to Debian stable to ensure clean upgrades of security-related. I filed two 'unblock requests' for these packages as well (#988455) & #988454).
• Issued DLA 2651-1 and ELA-421-1 for Django, the popular Python-based web development framework. The MultiPartParser, UploadedFile and FieldFile classes allowed directory-traversal via uploaded files with suitably crafted file names. In order to mitigate this risk, stricter path 'basename' and path sanitation is now applied. Specifically, empty file names and paths with dot segments are rejected.
• Issued DLA 2657-1 and ELA-427-1 as it was discovered that there was a potential memory corruption vulnerability in the lz4 compression algorithm library.

• [1] https://etbe.coker.com.au/2014/04/27/swap-breaking-ssd/
• [2] https://lenovopress.com/lp1066-intel-optane-persistent-memory-100-series

• [1] https://play.google.com/store/apps/details?id=com.farproc.wifi.analyzer

You can post to olduse.net, but it won't show up for at least 30 years.

A greeting from the future: I actually watched this yesterday (2011-06-10) after reading about it here.

Funny, it will be four years until you post the first subnet post i ever read and another eight years until my own first subnet post shows up.

i suggest that darth vader is luke skywalker's mother.

You may be on to something there.

Ha!

The Great Electric Airplane Race It took me quite sometime to write as have been depressed about things. Then a few days back saw Nova s The Great Electric Airplane Race. While it was fabulous and a pleasure to see and know that there are more than 200 odd startups who are in the race of making an electric airplane which works and has FAA certification. I was disappointed though that there no coverage of any University projects. From what little I know, almost all advanced materials which U.S. had made has been first researched in mostly Universities and when it is close to fruition then either spin-off as a startup or give to some commercial organization/venture to make it scalable and profitable. If they had, I am sure more people could be convinced to join sciences and engineering in college. I actually do want to come to this as part of both general medicine and vaccine development in U.S. but will come later. The idea that industry works alone should be discouraged, but that perhaps may require another article to articulate why I believe so.

Medical Device Ventilators in India Before the pandemic, probably most didn t know what a ventilator is and was, at least I didn t, although I probably used it during my somewhat brief hospital stay a couple of years ago. It entered into the Indian twitter lexicon more so in the second wave as the number of people who got infected became more and more and the ventilators which were serving them became less and less just due to sheer mismatch of numbers and requirements. Rich countries donated/gifted ventilators to India on which GOI put GST of 28%. Apparently, they are a luxury item, just like my hearing aid. Last week Delhi High Court passed a judgement that imposition of GST should not be on a gift like ventilators or oxygenators. The order can be found here. Even without reading the judgement the shout from the right was judicial activism while after reading it is a good judgement which touches on several points. The first, in itself, stating the dichotomy that if a commercial organization wanted to import a ventilator or an oxygenator the IGST payable is nil while for an individual it is 12%. The State (here State refers to State Government in this case Gujarat Govt.) did reduce the IGST for state from 12% to NIL IGST for federal states but that to till only 30.06.2021. No relief to individuals on that account. The Court also made use of Mr. Arvind Datar, as Amicus Curiae or friend of court. The petitioner, an 85-year-old gentleman who has put it up has put broad assertions under Article 21 (right to live) and the court in its wisdom also added Article 14 which enshrines equality of everyone before law. The Amicus Curiae, as his duty, guided the court into how the IGST law works and shared a brief history of the law and the changes happening before and after it. During his submissions, he also shared the Mega Exemption Notification no. 50/2017 under which several items are there which are exempted from putting IGST. The Amicus Curiae did note that such exemptions were also there before Mega Exemption Notification had come into play. However, DGFT (Directorate General of Foreign Trade) on 30-04-2021 issued notification No. 4/2015-2020 through which oxygenators had been exempted from Custom Duty/BCD (Basic Customs Duty. In another notification on no. 30/2021 dated 01.05.2021 it reduced IGST from 28% to 12% for personal use. If however the oxygenator was procured by a canalizing agency (bodies such as State Trading Corporation of India (STC) or/and Metals and Minerals Corporation (MMTC) and such are defined as canalising agents) then it will be fully exempted from paying any sort of IGST, albeit subject to certain conditions. What the conditions are were not shared in the open court. The Amicus Curiae further observed that it is contrary to practice where both BCD and IGST has been exempted for canalising agents and others, some IGST has to be paid for personal use. To share within the narrow boundaries of the topic, he shared entry no. 607A of General Exemption no.190 where duty and IGST in case of life-saving drugs are zero provided the life-saving drugs imported have been provided by zero cost from an overseas supplier for personal use. He further shared that the oxygen generator would fall in the same entry of 607A as it fulfills all the criteria as shared for life-saving medicines and devices. He also used the help of Drugs and Cosmetics Act 1940 which provides such a relief. The Amicus Curiae further noted that GOI amended its foreign trade policy (2015-2020) via notification no.4/2015-2020, dated 30.04.2021, issued by DGFT where Rakhi and life-saving drugs for personal use has been exempted from BCD till 30-07-2021. No reason not to give the same exemption to oxygenators which fulfill the same thing. The Amicus Curiae, further observes that there are exceptional circumstances provisions as adverted to in sub-section (2) of Section 25 of the Customs Act, whereby Covid-19 which is known and labelled as a pandemic where the distinctions between the two classes of individuals or agencies do not make any sense. While he did make the observation that exemption from duty is not a right, in the light of the pandemic and Article 14, it does not make sense to have distinctions between the two classes of importers. He further shared from Circular no. 9/2014-Customs, dated 19.08.2014 by CBEC (Central Board of Excise and Customs) which gave broad exemptions under Section 25 (2) of the same act in respect of goods and services imported for safety and rehabilitation of people suffering and effected by natural disasters and epidemics. He further submits that the impugned notification is irrational as there is no intelligible differentia rule applied or observed in classifying the import of oxygen concentrators into two categories. One, by the State and its agencies; and the other, by an individual for personal use by way of gift. So there was an absence of adequate determining principle . To bolster his argument, he shared the judgements of

a) Union of India vs. N.S. Rathnam & Sons, (2015) 10 SCC 681 (N.S. Ratnams and Sons Case) b) Shayara Bano vs. Union of India, (2017) 9 SCC 1 (Shayara Bano Case) The Amicus Curiae also rightly observed that the right to life also encompasses within it, the right to health. You cannot have one without the other and within that is the right to have affordable treatment. He further stated that the state does not only have a duty but a positive obligation is cast upon it to ensure that the citizen s health is secured. He again cited Navtej Singh Johars vs Union of India (Navtej Singh Johar Case) in defence of right to life. Mr. Datar also shared that unlike in normal circumstances, it is and should be enough to show distinct and noticeable burdensomeness which is directly attributable to the impugned/questionable tax. The gentleman cited Indian Express Newspapers (Bombay) Private Limited vs. Union of India, (1985) 1 SCC 641 (Indian Express case) 1985 which shared both about Article 19 (1) (a) and Article 21. Bloggers note At this juncture, I should point out which I am sharing the judgement and I would be sharing only the Amicus Curiae POV and then the judge s final observations. While I was reading it, I was stuck by the fact that the Amicus Curiae had cited 4 cases till now, 3 of them are pretty well known both in the legal fraternity and even among public at large. Another 3 which have been shared below which are also of great significance. Hence, felt the need to share the whole judgement. The Amicus Curiae further observed that this tax would have to be disproportionately will have to be paid by the old and the infirm, and they might find it difficult to pay the amounts needed to pay the customs duty/IGST as well as find the agent to pay in this pandemic. Blogger Note The situation with the elderly is something like this. Now there are a few things to note, only Central Govt. employees and pensioners get pensions which has been freezed since last year. The rest of the elderly population does not. The rate of interest has fallen to record lows from 5-6% in savings interest rate to 2% and on Fixed Deposits at 4.9% while the nominal inflation rate has up by 6% while CPI and real inflation rates are and would be much more. And this is when there is absolutely no demand in the economy. To add to all this, RBI shared a couple of months ago that fraud of 5 trillion rupees has been committed between 2015 and 2019 in banks. And this is different from the number of record NPA s that have been both in Public and Private Sector banks. To get out of this, the banks have squeezed their customers and are squeezing as well as asking GOI for bailouts. How much GOI is responsible for the frauds as well as NPA s would probably require its own space. And even now, RBI and banks have made heavy provisions as lockdowns are still a facet and are supposed to remain a facet till the end of the year or even next year (all depending upon when we get the vaccine). The Amicus Curiae further argued that the ventilators which are available locally are of bad quality. The result of all this has resulted in a huge amount of unsurmountable pressure on hospitals which they are unable to overcome. Therefore, the levy of IGST on oxygenators has direct impact on health of the citizen. So the examination of the law should not be by what intention it was but how it is affecting citizen rights now. For this he shared R.C.Cooper vs Union of India (another famous case R.C. Cooper vs Union of India) especially paragraph 49 and Federation of Hotel & Restaurant Association of India vs. Union of India, (1989) at paragraph 46 (Federation of Hotel Case) Mr. Datar further shared the Supreme Court order dated 18.12.2020, passed in Suo Moto Writ Petition(Civil) No.7/2020, to buttress the plea that the right to health includes the right to affordable treatment. Blogger s Note For those, who don t know Suo Moto is when the Court, whether Supreme Court or the High Courts take up a matter for public good. It could be in anything, law and order, Banking, Finance, Public Health etc. etc. This was the norm before 2014. The excesses of the executive were curtailed by both the Higher and the lower Judiciary. That is and was the reason that Judiciary is and was known as the third pillar of Indian democracy. A good characterization of Suo Moto can be found here. Before ending his submission, the learned Amicus Curiae also shared Jeeja Ghosh vs. Union of India, (2016) (Jeeja Ghosh Case, an outstanding case as it deals with people with disabilities and their rights and the observations made by the Division Bench of Hon ble Mr. Justice A. K. Sikri as well as Hon ble Mr. Justice R. K. Agrawal.) After Amicus Curiae completed his submissions, it was the turn of Mr. Sudhir Nandrajog, and he adopted the arguments and submissions made by the Amicus Curiae. The gentleman reiterated the facts of the case and how the impugned notification was violative of both Article 14 and 21 of the Indian Constitution. Blogger s Note The High Court s judgement which shows all the above arguments by the Amicus Curiae and the petitioner s lawyer also shared the State s view. It is only on page 24, where the Delhi High Court starts to share its own observations on the arguments of both sides. Judgement continued The first observation that the Court makes is that while the petitioner demonstrated that the impugned tax imposition would have a distinct and noticeable burdensomeness while the State did not state or share in any way how much of a loss it would incur if such a tax were let go and how much additional work would have to be done in order to receive this specific tax. It didn t need to do something which is down the wire or mathematically precise, but it didn t even care to show even theoretically how many people will be affected by the above. The counter-affidavit by the State is silent on the whole issue. The Court also contended that the State failed to prove how collecting IGST from the concerned individuals would help in fighting coronavirus in any substantial manner for the public at large. The High Court shared observations from the Navtej Singh Johar case where it is observed that the State has both negative and positive obligations to ensure that its citizens are able to enjoy the right to health. The High Court further made the point that no respectable person does like to be turned into a charity case. If the State contends that those who obey the law should pay the taxes then it is also obligatory on the state s part to lessen exactions such as taxes at the very least in times of war, famine, floods, epidemics and pandemics. Such an approach would lead a person to live a life of dignity which is part of Article 21 of the Constitution. Another point that was made by the State that only the GST council is able to make any changes as regards to exemptions rather than the State were found to be false as the State had made some exemptions without going to the GST council using its own powers under Section 25 of the Customs Act. The Court also points out that it does send a discriminatory pattern when somebody like petitioner has to pay the tax for personal use while those who are buying it for commercial use do not have to pay the tax. The Court agreed of the view of the Amicus Curiae, Mr. Datar that oxygenator should be taxed at NIL rate at IGST as it is part of life-saving drugs and oxygenator fits the bill as medical equipment as it is used in the treatment, mitigation and prevention of spread of Coronavirus. Mr. Datar also did show that oxygenator is placed at the same level as other life-saving drugs. The Court felt further emboldened as the observations by Supreme Court in State of Andhra Pradesh vs. Linde India Limited, 2020 ( State of Andhra Pradesh vs Linde Ltd.) The Court further shared many subsequent notifications from the State and various press releases by the State itself which does make the Court s point that oxygenators indeed are drugs as defined in the court case above. The State should have it as part of notification 190. This would preserve the start of the notification date from 03.05.2021 and the state would not have to issue a new notification. The Court further went to postulate that any persons similar to the petitioner could avail of the same, if they furnish a letter of undertaking to an officer designated by the State that the medical equipment would not be put to commercial use. Till the state does not do that, in the interim the importer could give the same undertaking to Joint Secretary, Customs or their nominee can hand over the same to custom officer. The Court also shared that it does not disagree with the State s arguments but the challenges which have arisen are in a unique time period/circumstances, so they are basing their judgement based on how the situation is. The Court also mentioned an order given by Supreme Court Diary No. 10669/2020 passed on 20.03.2020 where SC has taken pains to understand the issues faced by the citizens. The court also mentioned the Small Scale Industrial Manufactures Association Case (both of these cases I don t know) . So in conclusion, the Court holds the imposition of IGST on oxygenator which are imported by individuals as gifts from their relatives as unconstitutional. They also shared that any taxes taken by GOI in above scenario have to be returned. The relief to the state is they will not have to pay interest cost on the same. To check misuse of the same, the petitioner or people who are in similar circumstances would have to give a letter of undertaking to an officer designated by the State within 7 days of the state notifying the patient or anybody authorized by him/her to act on their behalf to share the letter of undertaking with the State. And till the State doesn t provide an officer, the above will continue. Hence, both the writ petition and the pending application are disposed off. The Registry is directed to release any money deposited by the petitioner along with any interest occurred on it (if any) . At the end they record appreciation of Mr. Arvind Datar, Mr. Zoheb Hossain, Mr. Sudhir Nandrajog as well as Mr. Siddharth Bambha. It is only due to their assistance that the court could reach the conclusion it did. For Delhi High Court RAJIV SHAKDHER, J. TALWANT SINGH, J. May 21, 2020 Blogger s Observations Now, after the verdict GOI does have few choices, either accept the verdict or appeal in the SC. A third choice is to make a committee and come to the same conclusions via the committee. GOI has done something similar in the past. If that happens and the same conclusions are reached as before, then the aggrieved may have no choice but to appear in the highest court of law. And this will put the aggrieved at a much more vulnerable place than before as SC court fees, lawyer fees etc. are quite high compared to High Courts. So, there is a possibility that the petitioner may not even approach unless and until some non-profit (NGO) does decide to fight and put it up as common cause or something similar. There is another judgement that I will share, probably tomorrow. Thankfully, that one is pretty short compared to this one. So it should be far more easier to read. FWIW, I did learn about the whole freeenode stuff and many channels who have shifted from freenode to libera. I will share my own experience of the same but that probably will take a day or two.

Zeeshan of IYC (India Youth Congress) along with Salman Khan s non-profit Being Human getting oxygenators

The above picture of Zeeshan. There have been a whole team of Indian Youth Congress workers (main opposition party to the ruling party) who have doing lot of relief effort. They have been buying Oxygenators from abroad with help of Being Human Foundation started by Salman Khan, an actor who works in A-grade movies in Bollywood.

LTS This is my third month of working for LTS. I was assigned 12 hrs and worked all of them.

Released DLAs

1. DLA-2646-1 subversion_1.9.5-1+deb9u6
   • CVE-2020-17525: Remote unauthenticated denial-of-service in Subversion mod_authz_svn
2. DLA-2649-1 cgal_4.9-1+deb9u1
   • CVE-2020-28601: An oob read vulnerability exists in Nef_2/PM_io_parser.h PM_io_parser::read_vertex() Face_of[] OOB read. An attacker can provide malicious input to trigger this vulnerability.
   • CVE-2020-28636: An oob read vulnerability exists in Nef_S2/SNC_io_parser.h SNC_io_parser::read_sloop() slh->twin() An attacker can provide malicious input to trigger this vulnerability.
   • CVE-2020-35628: An oob read vulnerability exists in Nef_S2/SNC_io_parser.h SNC_io_parser::read_sloop() slh->incident_sface. An attacker can provide malicious input to trigger this vulnerability.
   • CVE-2020-35636: An oob read vulnerability exists in Nef_S2/SNC_io_parser.h SNC_io_parser::read_sface() sfh->volume(). An attacker can provide malicious input to trigger this vulnerability.
3. DLA-2660-1 libgetdata_0.9.4-1+deb9u1
   • CVE-2021-20204: A heap memory corruption problem (use after free) can be triggered when processing maliciously crafted dirfile databases. This degrades the confidentiality, integrity and availability of third-party software that uses libgetdata as a library.

Other LTS-related work

bind9 LTS-repo on salsa for testing Created a repo for bind9 to test the package in he salsa-pipeline. Package testing was asked in the mailing list. After that I have added autopkgtests, which were copied from the main salsa-repo and updated to stretch release.

libwebp and imagemagick Two packages with a high number of CVEs were in my focus this month. The work is not yet finished and DLAs will be released soon.

Debian Science Team I have prepared and uploaded following packages, which are maintained under the umbrella of Debian Science Team:

• gfsview_20121130+dfsg-7, fixed RC-Bug #987935 and created ci-pipeline for the package (team upload). And requested the package unblock #988112.
• Reviewed and sponsored linbox_1.6.3-3 (RC-Bug #987921)
• Prepared and uploaded libgetdata_0.10.0-5+deb10u1, fixing CVE-2021-20204 in buster (through proposed-updates)
• Reviewed and sponsored freefem++_3.61.1+dfsg1-6 (RC-Bug #957233)
• Prepared and uploaded sundials_4.1.0+dfsg-4 (RC-Bug #988551)

% cat /boot/System.map-5.10.0-6-amd64 
ffffffffffffffff B The real System.map is in the linux-image-<version>-dbg package

--cursor-file=FILE      Show entries after cursor in FILE and update FILE
--facility=FACILITY...  Show entries with the specified facilities
--image=IMAGE           Operate on files in filesystem image
--namespace=NAMESPACE   Show journal data from specified namespace
--relinquish-var        Stop logging to disk, log to temporary file system
--smart-relinquish-var  Similar, but NOP if log directory is on root mount

clean UNIT...                       Clean runtime, cache, state, logs or configuration of unit
freeze PATTERN...                   Freeze execution of unit processes
thaw PATTERN...                     Resume execution of a frozen unit
log-level [LEVEL]                   Get/set logging threshold for manager
log-target [TARGET]                 Get/set logging target for manager
service-watchdogs [BOOL]            Get/set service watchdog state
--with-dependencies                 Show unit dependencies with 'status', 'cat', 'list-units', and 'list-unit-files'
 -T --show-transaction              When enqueuing a unit job, show full transaction
 --what=RESOURCES                   Which types of resources to remove
--boot-loader-menu=TIME             Boot into boot loader menu on next boot
--boot-loader-entry=NAME            Boot into a specific boot loader entry on next boot
--timestamp=FORMAT                  Change format of printed timestamps

• systemd-bless-boot.8
• systemd-boot-check-no-failures.8
• systemd-boot-system-token.service.8
• systemd-journald-varlink@.socket.8
• systemd.net-naming-scheme.7
• systemd-network-generator.service.8
• systemd-pstore.service.8
• systemd-udev-settle.service.8
• systemd-user-runtime-dir.5
• systemd-xdg-autostart-generator.8

• ProtectProc
• ProcSubset
• ProtectClock
• ProtectHostname
• ProtectKernelLogs
• RestrictSUIDSGID

systemd now defaults to the unified cgroup hierarchy (i.e. cgroupv2).
This change reflects the fact that cgroups2 support has matured
substantially in both systemd and in the kernel.
All major container tools nowadays should support cgroupv2.
If you run into problems with cgroupv2, you can switch back to the previous,
hybrid setup by adding systemd.unified_cgroup_hierarchy=false to the
kernel command line.
You can read more about the benefits of cgroupv2 at
https://www.kernel.org/doc/html/latest/admin-guide/cgroup-v2.html

• prometheus-elasticsearch-exporter (v1.1.0)
• prometheus-exporter-exporter (v0.4.0-1)
• prometheus-hacluster-exporter (v1.2.1-1)
• prometheus-homeplug-exporter (v0.3.0-2)
• prometheus-ipmi-exporter (v1.2.0)
• prometheus-libvirt-exporter (v0.2.0-1)
• prometheus-mqtt-exporter (v0.1.4-2)
• prometheus-nginx-vts-exporter (v0.10.3)
• prometheus-postfix-exporter (v0.2.0-3)
• prometheus-redis-exporter (v1.16.0-1)
• prometheus-smokeping-prober (v0.4.1-2)
• prometheus-tplink-plug-exporter (v0.2.0)

% apt-cache policy docker-ce
  docker-ce:
    Installed: 5:20.10.6~3-0~debian-buster
    Candidate: 5:20.10.6~3-0~debian-buster
    Version table:
   *** 5:20.10.6~3-0~debian-buster 100
          100 /var/lib/dpkg/status
       5:20.10.6~3-0~debian-bullseye 500
          500 https://download.docker.com/linux/debian bullseye/stable amd64 Packages

% export DEBUGINFOD_PROGRESS=1    # for optional download progress reporting
% export DEBUGINFOD_URLS="https://debuginfod.debian.net"

au CmdLineEnter : let s:incs = &incsearch   set noincsearch
au CmdLineLeave : let &incsearch = s:incs

• --atimes: preserve access (use) times
• --copy-as=USER: specify user (and optionally group) for the copy
• --crtimes/-N: for preserving the file s create time
• --max-alloc=SIZE: change a limit relating to memory allocation
• --mkpath:create the destination s path component
• --open-noatime: avoid changing the atime on opened files
• --stop-after=MINS: stop rsync after MINS minutes have elapsed
• --write-devices: write to devices as files (implies inplace)

• It now defers creation of ~/.ssh until there s something to write (e.g. the known_hosts file), so the good old admin trick to run ssh localhost and cancel immediately to create ~/.ssh with proper permissions no longer works
• v8.2 brought FIDO/U2F + FIDO2 resident keys Support
• The new include sshd_config keyword allows including additional configuration files via glob(3) patterns
• ssh now allows %n to be expanded in ProxyCommand strings.
• The scp and sftp command-lines now accept -J option as an alias to ProxyJump.
• The scp and sftp command-lines allow the -A flag to explicitly enable agent forwarding.

• apt: was updated from version 1.8 to 2.2, apt maintainer Julian Andres Klode wrote something about changes in apt 2.0 and changes in apt 2.2
• e2fsprogs: supports the new ext4 fast_commit feature
• exim: you might be interested being aware of the allow_insecure_tainted_data option, see #987133 + #987924 (Exim 4.94 includes a new tainting-feature)
• glusterfs: was updated from 5.5 to v9.1, there s no direct upgrade path (only v5 towards v8 would be supported), so online migration does not work
• mariadb: no longer runs as /usr/sbin/mysqld, but as /usr/sbin/mariadbd
• python: Python 2.7 (and a few core packages) is still present, but there won t be any security updates for Python 2, see wiki.debian.org/Python/2Removal
• qemu-system-x86: /proc/stat on host does not show guest cpu usage
• rsnapshot is gone (see #986709)

Finding Project Scrolling through the list of GSoC 2021 organizations, I was checking out projects of organizations I am familiar with. Debian is one of the huge Open Source communities that has always inspired developers around the world to contribute to Open Source. So as I checked through Debian projects, I got excited to find the Debian Continuous Integration improvements project (referred to as debci in this post) related to web development and more concerned with backend work which is something I am very much interested in. I joined the community, and as directed by the application tasks of the project I set up the debci on my machine and started with an issue labeled as a newcomer. Soon I was able to submit my first Merge Request and it was reviewed by Antonio Terceiro, the mentor of my GSoC Project. With his further guidance, I was able to turn MR into an acceptable patch, and voila it got merged! That really did boost my morale to contribute further to the project.

Student Application Period At the suggestion of the mentor, during the Student Application Period, I worked on more open issues which were helping me understand the codebase better and in turn the deliverables of the project for my proposal. For my every doubt, I first tried to tackle it myself, and if still not able to find a solution I turn to mentors who did their best to answer my queries and this is how I completed my proposal and got it reviewed by Antonio before finally submitting it on 13th April. I still cannot express that feeling of satisfaction I achieved on submitting the proposal. I finally successfully applied for GSoC.

After Proposal Submission I did not stop my contribution after the Student Application period ended and kept on working on more issues which helped me stay in touch with the project and also because I was enjoying it a lot. I had already made up my mind to contribute more in Open Source as I learned and enjoyed plenty during this process.

Day of Results On 17th May, I got my acceptance mail at around 11:30 pm at night and I remember screaming and waking everybody up in my home to announce the news to them. It was truly the happiest moment for me.

Moment of Truth I would admit that I got involved with GSoC because of the reputation associated with it but things I learned during this pre GSoC period have made me realize the fun and learning opportunities associated with working opensource and I am here to stay for sure. I plan to write more blogs regarding my project and keep you guys updated about my work. Stay tuned!

KGET Thankfully, there s Kget in the KDE Suite. While there s insanity elsewhere, luckily the kget tool still can do nice things. nuff said.

KGET to the rescue

• I want it to be much easier to set up an Otter server yourself, for you and your friends. Currently there are complete build instructions, but nowadays these things can be automated. Ideally it would be possible to set up an instance by button pushing and the payment of a modest sum to a cloud hosting provider.
• Right now, the only way to set up a game, manage the players in it, reset the gaming table, and so on, is using the otter command line tool. It's not so bad a tool, but having something pointy clicky would make the system much more accessible. But GUIs of this kind are a lot of work.

# Install docker + nftables from Debian
apt install docker.io nftables
# Add the Kubernetes repo and signing key
curl -s https://packages.cloud.google.com/apt/doc/apt-key.gpg > /etc/apt/k8s.gpg
cat > /etc/apt/sources.list.d/kubernetes.list <<EOF
deb [signed-by=/etc/apt/k8s.gpg] https://apt.kubernetes.io/ kubernetes-xenial main
EOF
apt update
apt install kubelet kubeadm kubectl

kubeadm init --apiserver-advertise-address 192.168.53.147 --apiserver-cert-extra-sans udon.mynetwork

mkdir ~noodles/.kube
cp -i /etc/kubernetes/admin.conf ~noodles/.kube/config
chown -R noodles ~noodles/.kube/

noodles@udon:~$ kubectl get nodes
NAME   STATUS     ROLES                  AGE     VERSION
udon   NotReady   control-plane,master   4m31s   v1.21.1

mkdir -p /var/lib/weave
head -c 16 /dev/urandom   shasum -a 256   cut -d " " -f1 > /var/lib/weave/weave-passwd
kubectl create secret -n kube-system generic weave-passwd --from-file=/var/lib/weave/weave-passwd
kubectl apply -f "https://cloud.weave.works/k8s/net?k8s-version=$(kubectl version   base64   tr -d '\n')&password-secret=weave-passwd&env.IPALLOC_RANGE=192.168.0.0/24"

kubectl taint nodes --all node-role.kubernetes.io/master-

noodles@udon:~$ kubectl get nodes
NAME   STATUS   ROLES                  AGE   VERSION
udon   Ready    control-plane,master   15m   v1.21.1

noodles@udon:~$ kubectl get pods --all-namespaces
NAMESPACE     NAME                           READY   STATUS    RESTARTS   AGE
kube-system   coredns-558bd4d5db-4nvrg       1/1     Running   0          18m
kube-system   coredns-558bd4d5db-flrfq       1/1     Running   0          18m
kube-system   etcd-udon                      1/1     Running   0          18m
kube-system   kube-apiserver-udon            1/1     Running   0          18m
kube-system   kube-controller-manager-udon   1/1     Running   0          18m
kube-system   kube-proxy-6d8kg               1/1     Running   0          18m
kube-system   kube-scheduler-udon            1/1     Running   0          18m
kube-system   weave-net-mchmg                2/2     Running   1          3m26s

$ kubectl create deployment hello-node --image=k8s.gcr.io/echoserver:1.10
deployment.apps/hello-node created
$ kubectl get pod
NAME                          READY   STATUS    RESTARTS   AGE
hello-node-59bffcc9fd-8hkgb   1/1     Running   0          36s
$ kubectl expose deployment hello-node --type=NodePort --port=8080
$ kubectl get services
NAME         TYPE        CLUSTER-IP      EXTERNAL-IP   PORT(S)          AGE
hello-node   NodePort    10.107.66.138   <none>        8080:31529/TCP   1m

Hostname: hello-node-59bffcc9fd-8hkgb
Pod Information:
	-no pod information available-
Server values:
	server_version=nginx: 1.13.3 - lua: 10008
Request Information:
	client_address=192.168.53.147
	method=GET
	real path=/
	query=
	request_version=1.1
	request_scheme=http
	request_uri=http://10.107.66.138:8080/
Request Headers:
	accept=*/*
	host=10.107.66.138:8080
	user-agent=curl/7.74.0
Request Body:
	-no body in request-

kubectl apply -f https://raw.githubusercontent.com/kubernetes/ingress-nginx/controller-v0.46.0/deploy/static/provider/cloud/deploy.yaml

cat > hello-ingress.yaml <<EOF
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: example-ingress
  annotations:
    nginx.ingress.kubernetes.io/rewrite-target: /$1
spec:
  rules:
    - host: udon.mynetwork
      http:
        paths:
          - path: /
            pathType: Prefix
            backend:
              service:
                name: hello-node
                port:
                  number: 8080
EOF

$ kubectl apply -f hello-ingress.yaml
ingress.networking.k8s.io/example-ingress created
$ kubectl get ingress
NAME              CLASS    HOSTS            ADDRESS   PORTS   AGE
example-ingress   <none>   udon.mynetwork             80      3m8s

noodles@udon:~$ kubectl get services -n ingress-nginx
NAME                                 TYPE           CLUSTER-IP      EXTERNAL-IP   PORT(S)                    AGE
ingress-nginx-controller             LoadBalancer   10.96.9.41      <pending>     80:32740/TCP,443:30894/TCP 13h
ingress-nginx-controller-admission   ClusterIP      10.111.16.129   <none>        443/TCP                    13h

kubectl patch svc ingress-nginx-controller -n ingress-nginx -p \
	' "spec":  "type": "LoadBalancer", "externalIPs":["192.168.53.147"] '

noodles@udon:~$ kubectl get services -n ingress-nginx
NAME                                 TYPE           CLUSTER-IP      EXTERNAL-IP      PORT(S)                 AGE
ingress-nginx-controller             LoadBalancer   10.96.9.41      192.168.53.147   80:32740/TCP,443:30894/TCP   14h
ingress-nginx-controller-admission   ClusterIP      10.111.16.129   <none>           443/TCP                 14h
noodles@udon:~$ kubectl get ingress
NAME              CLASS    HOSTS           ADDRESS          PORTS   AGE
example-ingress   <none>   udon.mynetwork  192.168.53.147   80      14h

Hostname: hello-node-59bffcc9fd-8hkgb
Pod Information:
	-no pod information available-
Server values:
	server_version=nginx: 1.13.3 - lua: 10008
Request Information:
	client_address=192.168.0.5
	method=GET
	real path=/
	query=
	request_version=1.1
	request_scheme=http
	request_uri=http://udon.mynetwork:8080/
Request Headers:
	accept=*/*
	host=udon.mynetwork
	user-agent=curl/7.64.0
	x-forwarded-for=192.168.53.136
	x-forwarded-host=udon.mynetwork
	x-forwarded-port=80
	x-forwarded-proto=http
	x-real-ip=192.168.53.136
	x-request-id=6aaef8feaaa4c7d07c60b2d05c45f75c
	x-scheme=http
Request Body:
	-no body in request-

• What s going on with the networking?
• Where s the IPv6 (the host in question has native IPv6 routing)?
• How do I deploy my own application pod?
• I should look at a multiple host setup (i.e. a real cluster).
• How much of this goes away if I use a cloud provider like AWS to run the cluster?
• Can I do this with the Debian Kubernetes packages?

• An AWS account with admin rights
• Full control over the domain name you use to send your newsletter
• A baremetal or virtual Linux Debian server you have the root access to
• NodeJS installed (8x and 10x are ok with Mailtrain)
• A MySQL/MariaDB instance with the root access to
• Redis 3x (not 5) if you want to use Redis (not mandatory)

• Configure AWS SES
• Configure your server by:
  • configuring your database
  • install Mailtrain
  • configuring your web server
• Configure your Mailtrain setup

Ask AWS SES to verify a domain

Generate the DKIM settings

AWS SES pending verification

AWS SES SMTP settings and credentials

MariaDB [(none)]> create database mailtrain;
Query OK, 1 row affected (0.00 sec)
MariaDB [(none)]> CREATE USER 'mailtrain' IDENTIFIED BY 'V3rYD1fF1cUlTP4sSW0rd!';
Query OK, 0 rows affected (0.01 sec)
MariaDB [(none)]> GRANT ALL PRIVILEGES ON mailtrain.* TO 'mailtrain'@localhost IDENTIFIED BY 'V3rYD1fF1cUlTP4sSW0rd!';
Query OK, 0 rows affected (0.00 sec)
MariaDB [(none)]> FLUSH PRIVILEGES;
Query OK, 0 rows affected (0.00 sec)
MariaDB [(none)]> show databases;
+--------------------+
  Database            
+--------------------+
  information_schema  
  mailtrain           
  mysql               
  performance_schema  
+--------------------+
6 rows in set (0.00 sec)
MariaDB [(none)]> Bye

[mysql]
host="localhost"
user="mailtrain"
password="V3rYD1ff1culT!"
database="mailtrain"

screen
NODE_ENV=production npm start

groupadd mailtrain
useradd -g mailtrain
chown -R mailtrain:mailtrain /var/www/mailtrain 

[Unit]
 Description=mailtrain
 After=network.target
[Service]
 Type=simple
 User=mailtrain
 WorkingDirectory=/var/www/mailtrain/
 Environment="NODE_ENV=production"
 Environment="PORT=3000"
 ExecStart=/usr/bin/npm run start
 TimeoutSec=15
 Restart=always
[Install]
 WantedBy=multi-user.target

systemctl daemon-reload
systemctl start mailtrain.service

map $http_upgrade $connection_upgrade  
  default upgrade;
  ''      close;
 
server  
  listen 80; 
  listen [::]:80;
  server_name mailtrain.toto.com;
  return 301 https://$host$request_uri;
 
server  
  listen 443 ssl;
  listen [::]:443 ssl;
  server_name mailtrain.toto.com;
  access_log /var/log/nginx/mailtrain.toto.com.access.log;
  error_log /var/log/nginx/mailtrain.toto.com.error.log;
  ssl_protocols TLSv1.2;
  ssl_ciphers EECDH+AESGCM:EECDH+AES;
  ssl_ecdh_curve prime256v1;
  ssl_prefer_server_ciphers on; 
  ssl_session_cache shared:SSL:10m;
  ssl_certificate     /etc/letsencrypt/live/mailtrain.toto.com/fullchain.pem;
  ssl_certificate_key /etc/letsencrypt/live/mailtrain.toto.com/privkey.pem;
  keepalive_timeout    70; 
  sendfile             on;
  client_max_body_size 0;
  root /var/www/mailtrain;
  location ~ /\.well-known\/acme-challenge  
    allow all;
   
  gzip on; 
  gzip_disable "msie6";
  gzip_vary on; 
  gzip_proxied any;
  gzip_comp_level 6;
  gzip_buffers 16 8k; 
  gzip_http_version 1.1;
  gzip_types text/plain text/css application/json application/javascript text/xml application/xml application/xml+rss text/javascript;
  add_header Strict-Transport-Security "max-age=31536000";
  location /   
    try_files $uri @proxy;
   
  location @proxy  
    proxy_set_header Host $host;
    proxy_set_header X-Real-IP $remote_addr;
    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
    proxy_set_header X-Forwarded-Proto https;
    proxy_pass http://127.0.0.1:3000;
   
 

systemctl start nginx

Mailtrain mailer setup

Mailtrain to throttle sending emails to AWS SES

• Carl Chenet s blog
• Twitter account
• Mastodon account

The Population Issue and its many facets Another couple of weeks passed. A Lot of things happening, lots of anger and depression in folks due to handling in pandemic, but instead of blaming they are willing to blame everybody else including the population. Many of them want forced sterilization like what Sanjay Gandhi did during the Emergency (1975). I had to share So Long, My son . A very moving tale of two families of what happened to them during the one-child policy in China. I was so moved by it and couldn t believe that the Chinese censors allowed it to be produced, shot, edited, and then shared worldwide. It also won a couple of awards at the 69th Berlin Film Festival, silver bear for the best actor and the actress in that category. But more than the award, the theme, and the concept as well as the length of the movie which was astonishing. Over a 3 hr. something it paints a moving picture of love, loss, shame, relief, anger, and asking for forgiveness. All of which can be identified by any rational person with feelings worldwide.

Girl child What was also interesting though was what it couldn t or wasn t able to talk about and that is the Chinese leftover men. In fact, a similar situation exists here in India, only it has been suppressed. This has been more pronounced more in Asia than in other places. One big thing in this is human trafficking and mostly women trafficking. For the Chinese male, that was happening on a large scale from all neighboring countries including India. This has been shared in media and everybody knows about it and yet people are silent. But this is not limited to just the Chinese, even Indians have been doing it. Even yesteryear actress Rupa Ganguly was caught red-handed but then later let off after formal questioning as she is from the ruling party. So much for justice. What is and has been surprising at least for me is Rwanda which is in the top 10 of some of the best places in equal gender. It, along with other African countries have also been in news for putting quite a significant amount of percentage of GDP into public healthcare (between 20-10%), but that is a story for a bit later. People forget or want to forget that it was in Satara, a city in my own state where 220 girls changed their name from nakusha or unwanted to something else and that had become a piece of global news. One would think that after so many years, things would have changed, the only change that has happened is that now we have two ministries, The Ministry of Women and Child Development (MoWCD) and The Ministry of Health and Welfare (MoHFW). Sadly, in both cases, the ministries have been found wanting, Whether it was the high-profile Hathras case or even the routine cries of help which given by women on the twitter helpline. Sadly, neither of these ministries talks about POSH guidelines which came up after the 2012 gangrape case. For both these ministries, it should have been a pinned tweet. There is also the 1994 PCPNDT Act which although made in 1994, actually functioned in 2006, although what happens underground even today nobody knows . On the global stage, about a decade ago, Stephen J. Dubner and Steven Levitt argued in their book Freakonomics how legalized abortion both made the coming population explosion as well as expected crime rates to be reduced. There was a huge pushback on the same from the conservatives and has become a matter of debate, perhaps something that the Conservatives wanted. Interestingly, it hasn t made them go back but go forward as can be seen from the Freakonomics site.

Climate Change Another topic that came up for discussion was repeatedly climate change, but when I share Shell s own 1998 Confidential report titled Greenhouse effect all become strangely silent. The silence here is of two parts, there probably is a large swathe of Indians who haven t read the report and there may be a minority who have read it and know what already has been shared with U.S. Congress. The Conservative s argument has been for it is jobs and a weak we need to research more . There was a partial debunk of it on the TBD podcast by Matt Farell and his brother Sean Farell as to how quickly the energy companies are taking to the coming change.

Health Budget Before going to Covid stories. I first wanted to talk about Health Budgets. From the last 7 years the Center s allocation for health has been between 0.34 to 0.8% per year. That amount barely covers the salaries to the staff, let alone any money for equipment or anything else. And here by allocation I mean, what is actually spent, not the one that is shared by GOI as part of budget proposal. In fact, an article on Wire gives a good breakdown of the numbers. Even those who are on the path of free markets describe India s health business model as a flawed one. See the Bloomberg Quint story on that. Now let me come to Rwanda. Why did I chose Rwanda, I could have chosen South Africa where I went for Debconf 2016, I chose because Rwanda s story is that much more inspiring. In many ways much more inspiring than that South Africa in many ways. Here is a country which for decades had one war or the other, culminating into the Rwanda Civil War which ended in 1994. And coincidentally, they gained independence on a similar timeline as South Africa ending Apartheid in 1994. What does the country do, when it gains its independence, it first puts most of its resources in the healthcare sector. The first few years at 20% of GDP, later than at 10% of GDP till everybody has universal medical coverage. Coming back to the Bloomberg article I shared, the story does not go into the depth of beyond-expiry date medicines, spurious medicines and whatnot. Sadly, most media in India does not cover the deaths happening in rural areas and this I am talking about normal times. Today what is happening in rural areas is just pure madness. For last couple of days have been talking with people who are and have been covering rural areas. In many of those communities, there is vaccine hesitancy and why, because there have been whatsapp forwards sharing that if you go to a hospital you will die and your kidney or some other part of the body will be taken by the doctor. This does two things, it scares people into not going and getting vaccinated, at the same time they are prejudiced against science. This is politics of the lowest kind. And they do it so that they will be forced to go to temples or babas and what not and ask for solutions. And whether they work or not is immaterial, they get fixed and property and money is seized. Sadly, there are not many Indian movies of North which have tried to show it except for oh my god but even here it doesn t go the distance. A much more honest approach was done in Trance . I have never understood how the South Indian movies are able to do a more honest job of story-telling than what is done in Bollywood even though they do in 1/10th the budget that is needed in Bollywood. Although, have to say with OTT, some baggage has been shed but with the whole film certification rearing its ugly head through MEITY orders, it seems two steps backward instead of forward. The idea being simply to infantilize the citizens even more. That is a whole different ball-game which probably will require its own space.

Vaccine issues One good news though is that Vaccination has started. But it has been a long story full of greed by none other than GOI (Government of India) or the ruling party BJP. Where should I start with. I probably should start with this excellent article done by Priyanka Pulla. It is interesting and fascinating to know how vaccines are made, at least one way which she shared. She also shared about the Cutter Incident which happened in the late 50 s. The response was on expected lines, character assassination of her and the newspaper they published but could not critique any of the points made by her. Not a single point that she didn t think about x or y. Interestingly enough, in January 2021 Bharati Biotech was supposed to be share phase 3 trial data but hasn t been put up in public domain till May 2021. In fact, there have been a few threads raised by both well-meaning Indians as well as others globally especially on twitter to which GOI/ICMR (Indian Council of Medical Research) is silent. Another interesting point to note is that Russia did say in its press release that it is possible that their vaccine may not be standard (read inactivation on their vaccines and another way is possible but would take time, again Brazil has objected, but India hasn t till date.) What also has been interesting is the homegrown B.1.617 lineage or known as double mutant . This was first discovered from my own state, Maharashtra and then transported around the world. There is also B.1.618 which was found in West Bengal and is same or supposed to be similar to the one found in South Africa. This one is known as Triple mutant . About B.1.618 we don t know much other than knowing that it is much more easily transferable, much more infectious. Most countries have banned flights from India and I cannot fault them anyway. Hell, when even our diplomats do not care for procedures to be followed during the pandemic then how a common man is supposed to do. Of course, now for next month, Mr. Modi was supposed to go and now will not attend the G7 meeting. Whether, it is because he would have to face the press (the only Prime Minister and the only Indian Prime Minister who never has faced free press.) or because the Indian delegation has been disinvited, we would never know.

A good article which shares lots of lows with how things have been done in India has been an article by Arundhati Roy. And while the article in itself is excellent and shares a bit of the bitter truth but is still incomplete as so much has been happening. The problem is that the issue manifests in so many ways, it is difficult to hold on. As Arundhati shared, should we just look at figures and numbers and hold on, or should we look at individual ones, for e.g. the one shared in Outlook India. Or the one shared by Dr. Dipshika Ghosh who works in Covid ICU in some hospital

Dr. Dipika Ghosh sharing an incident in Covid Ward

Interestingly as well, while in the vaccine issue, Brazil Anvisa doesn t know what they are doing or the regulator just isn t knowledgeable etc. (statements by various people in GOI, when it comes to testing kits, the same is an approver.)

ICMR/DGCI approving internationally validated kits, Press release.

Twitter In the midst of all this, one thing that many people have forgotten and seem to have forgotten that Twitter and other tools are used by only the elite. The reason why the whole thing has become serious now than in the first phase is because the elite of India have also fallen sick and dying which was not the case so much in the first phase. The population on Twitter is estimated to be around 30-34 million and people who are everyday around 20 odd million or so, which is what 2% of the Indian population which is estimated to be around 1.34 billion. The other 98% don t even know that there is something like twitter on which you can ask help. Twitter itself is exclusionary in many ways, with both the emoticons, the language and all sorts of things. There is a small subset who does use Twitter in regional languages, but they are too small to write anything about. The main language is English which does become a hindrance to lot of people.

Censorship Censorship of Indians critical of Govt. mishandling has been non-stop. Even U.S. which usually doesn t interfere into India s internal politics was forced to make an exception. But of course, this has been on deaf ears. There is and was a good thread on Twitter by Gaurav Sabnis, a friend, fellow Puneite now settled in U.S. as a professor.

Gaurav on Trump-Biden on vaccination of their own citizens

Now just to surmise what has been happened in India and what has been happening in most of the countries around the world. Most of the countries have done centralization purchasing of the vaccine and then is distributed by the States, this is what we understand as co-operative federalism. While last year, GOI took a lot of money under the shady PM Cares fund for vaccine purchase, donations from well-meaning Indians as well as Industries and trade bodies. Then later, GOI said it would leave the states hanging and it is they who would have to buy vaccines from the manufacturers. This is again cheap politics. The idea behind it is simple, GOI knows that almost all the states are strapped for cash. This is not new news, this I have shared a couple of months back. The problem has been that for the last 6-8 months no GST meeting has taken place as shared by Punjab s Finance Minister Amarinder Singh. What will happen is that all the states will fight in-between themselves for the vaccine and most of them are now non-BJP Governments. The idea is let the states fight and somehow be on top. So, the pandemic, instead of being a public health issue has become something of on which politics has to played. The news on whatsapp by RW media is it s ok even if a million or two also die, as it is India is heavily populated. Although that argument vanishes for those who lose their dear and near ones. But that just isn t the issue, the issue goes much more deeper than that Oxygen:12%
Remedisivir:12%
Sanitiser:12%
Ventilator:12%
PPE:18%
Ambulances 28% Now all the products above are essential medical equipment and should be declared as essential medical equipment and should have price controls on which GST is levied. In times of pandemic, should the center be profiting on those. States want to let go and even want the center to let go so that some relief is there to the public, while at the same time make them as essential medical equipment with price controls. But GOI doesn t want to. Leaders of opposition parties wrote open letters but no effect. What is sad to me is how Ambulances are being taxed at 28%. Are they luxury items or sin goods ? This also reminds of the recent discovery shared by Mr. Pappu Yadav in Bihar. You can see the color of ambulances as shared by Mr. Yadav, and the same news being shared by India TV news showing other ambulances. Also, the weak argument being made of not having enough drivers. Ideally, you should have 2-3 people, both 9-1-1 and Chicago Fire show 2 people in ambulance but a few times they have also shown to be flipped over. European seems to have three people in ambulance, also they are also much more disciplined as drivers, at least an opinion shared by an American expat.

Pappu Yadav, President Jan Adhikar Party, Bihar May 11, 2021

What is also interesting to note is GOI plays this game of Health is State subject and health is Central subject depending on its convenience. Last year, when it invoked the Epidemic and DMA Act it was a Central subject, now when bodies are flowing down the Ganges and pyres being lit everywhere, it becomes a State subject. But when and where money is involved, it again becomes a Central subject. The States are also understanding it, but they are fighting on too many fronts.

Snippets from Karnataka High Court hearing today, 13th March 2021

One of the good things is most of the High Courts have woken up. Many of the people on the RW think that the Courts are doing Judicial activism . And while there may be an iota of truth in it, the bitter truth is that many judges or relatives or their helpers have diagnosed and some have even died due to Covid. In face of the inevitable, what can they do. They are hauling up local Governments to make sure they are accountable while at the same time making sure that they get access to medical facilities. And I as a citizen don t see any wrong in that even if they are doing it for selfish reasons. Because, even if justice is being done for selfish reasons, if it does improve medical delivery systems for the masses, it is cool. If it means that the poor and everybody else are able to get vaccinations, oxygen and whatever they need, it is cool. Of course, we are still seeing reports of patients spending in the region of INR 50k and more for each day spent in hospital. But as there are no price controls, judges cannot do anything unless they want to make an enemy of the medical lobby in the country. A good story on medicines and what happens in rural areas, see no further than Laakhon mein ek.

Allahabad High Court hauling Uttar Pradesh Govt. for lack of Oxygen is equal to genocide, May 11, 2021

The censorship is not just related to takedown requests on twitter but nowadays also any articles which are critical of the GOI s handling. I have been seeing many articles which have shared facts and have been critical of GOI being taken down. Previously, we used to see 404 errors happen 7-10 years down the line and that was reasonable. Now we see that happen, days weeks or months. India seems to be turning more into China and North Korea and become more anti-science day-by-day

Fake websites Before going into fake websites, let me start with a fake newspaper which was started by none other than the Gujarat CM Mr. Modi in 2005 .

Gujarat Satya Samachar 2005 launched by Mr. Modi.

And if this wasn t enough than on Feb 8, 2005, he had invoked Official Secrets Act

Mr. Modi invoking Official Secrets Act, Feb 8 2005 Gujarat Samachar

The headlines were In Modi s regime press freedom is in peril-Down with Modi s dictatorship. So this was a tried and tested technique. The above information was shared by Mr. Urvish Kothari, who incidentally also has his own youtube channel. Now cut to 2021, and we have a slew of fake websites being done by the same party. In fact, it seems they started this right from 2011. A good article on BBC itself tells the story. Hell, Disinfo.eu which basically combats disinformation in EU has a whole pdf chronicling how BJP has been doing it. Some of the sites it shared are

Times of New York
Manchester Times
Times of Los Angeles
Manhattan Post
Washington Herald
and many more. The idea being take any site name which sounds similar to a brand name recognized by Indians and make fool of them. Of course, those of who use whois and other such tools can easily know what is happening. Two more were added to the list yesterday, Daily Guardian and Australia Today. There are of course, many features which tell them apart from genuine websites. Most of these are on shared hosting rather than dedicated hosting, most of these are bought either from Godaddy and Bluehost. While Bluehost used to be a class act once upon a time, both the above will do anything as long as they get money. Don t care whether it s a fake website or true. Capitalism at its finest or worst depending upon how you look at it. But most of these details are lost on people who do not know web servers, at all and instead think see it is from an exotic site, a foreign site and it chooses to have same ideas as me. Those who are corrupt or see politics as a tool to win at any cost will not see it as evil. And as a gentleman Raghav shared with me, it is so easy to fool us. An example he shared which I had forgotten. Peter England which used to be an Irish brand was bought by Aditya Birla group way back in 2000. But even today, when you go for Peter England, the way the packaging is done, the way the prices are, more often than not, people believe they are buying the Irish brand. While sharing this, there is so much of Naom Chomsky which comes to my mind again and again

Caste Issues I had written about caste issues a few times on this blog. This again came to the fore as news came that a Hindu sect used forced labor from Dalit community to make a temple. This was also shared by the hill. In both, Mr. Joshi doesn t tell that if they were volunteers then why their passports have been taken forcibly, also I looked at both minimum wage prevailing in New Jersey as a state as well as wage given to those who are in the construction Industry. Even in minimum wage, they were giving $1 when the prevailing minimum wage for unskilled work is $12.00 and as Mr. Joshi shared that they are specialized artisans, then they should be paid between $23 $30 per hour. If this isn t exploitation, then I don t know what is. And this is not the first instance, the first instance was perhaps the case against Cisco which was done by John Doe. While I had been busy with other things, it seems Cisco had put up both a demurrer petition and a petition to strike which the Court stayed. This seemed to all over again a type of apartheid practice, only this time applied to caste. The good thing is that the court stayed the petition. Dr. Ambedkar s statement if Hindus migrate to other regions on earth, Indian caste would become a world problem given at Columbia University in 1916, seems to be proven right in today s time and sadly has aged well. But this is not just something which is there only in U.S. this is there in India even today, just couple of days back, a popular actress Munmun Dutta used a casteist slur and then later apologized giving the excuse that she didn t know Hindi. And this is patently false as she has been in the Bollywood industry for almost now 16-17 years. This again, was not an isolated incident. Seema Singh, a lecturer in IIT-Kharagpur abused students from SC, ST backgrounds and was later suspended. There is an SC/ST Atrocities Act but that has been diluted by this Govt. A bit on the background of Dr. Ambedkar can be found at a blog on Columbia website. As I have shared and asked before, how do we think, for what reason the Age of Englightenment or the Age of Reason happened. If I were a fat monk or a priest who was privileges, would I have let Age of Enlightenment happen. It broke religion or rather Church which was most powerful to not so powerful and that power was more distributed among all sort of thinkers, philosophers, tinkers, inventors and so on and so forth.

Situation going forward I believe things are going to be far more complex and deadly before they get better. I had to share another term called Comorbidities which fortunately or unfortunately has also become part of twitter lexicon. While I have shared what it means, it simply means when you have an existing ailment or condition and then Coronavirus attacks you. The Virus will weaken you. The Vaccine in the best case just stops the damage, but the damage already done can t be reversed. There are people who advise and people who are taking steroids but that again has its own side-effects. And this is now, when we are in summer. I am afraid for those who have recovered, what will happen to them during the Monsoons. We know that the Virus attacks most the lungs and their quality of life will be affected. Even the immune system may have issues. We also know about the inflammation. And the grant that has been given to University of Dundee also has signs of worry, both for people like me (obese) as well as those who have heart issues already. In other news, my city which has been under partial lockdown since a month, has been extended for another couple of weeks. There are rumors that the same may continue till the year-end even if it means economics goes out of the window.There is possibility that in the next few months something like 2 million odd Indians could die

The above is a conversation between Karan Thapar and an Oxford Mathematician Dr. Murad Banaji who has shared that the under-counting of cases in India is huge. Even BBC shared an article on the scope of under-counting. Of course, those on the RW call of the evidence including the deaths and obituaries in newspapers as a narrative . And when asked that when deaths used to be in the 20 s or 30 s which has jumped to 200-300 deaths and this is just the middle class and above. The poor don t have the money to get wood and that is the reason you are seeing the bodies in Ganges whether in Buxar Bihar or Gajipur, Uttar Pradesh. The sights and visuals makes for sorry reading

Pandit Ranjan Mishra son on his father s death due to unavailability of oxygen, Varanasi, Uttar Pradesh, 11th May 2021.

For those who don t know Pandit Ranjan Mishra was a renowned classical singer. More importantly, he was the first person to suggest Mr. Modi s name as a Prime Ministerial Candidate. If they couldn t fulfil his oxygen needs, then what can be expected for the normal public.

Conclusion Sadly, this time I have no humorous piece to share, I can however share a documentary which was shared on Feluda . I have shared about Feluda or Prodosh Chandra Mitter a few times on this blog. He has been the answer of James Bond from India. I have shared previously about The Golden Fortress . An amazing piece of art by Satyajit Ray. I watched that documentary two-three times. I thought, mistakenly that I am the only fool or fan of Feluda in Pune to find out that there are people who are even more than me. There were so many facets both about Feluda and master craftsman Satyajit Ray that I was unaware about. I was just simply amazed. I even shared few of the tidbits with mum as well, although now she has been truly hooked to Korean dramas. The only solace from all the surrounding madness. So, if you have nothing to do, you can look up his books, read them and then see the movies. And my first recommendation would be the Golden Fortress. The only thing I would say, do not have high hopes. The movie is beautiful. It starts slow and then picks up speed, just like a train. So, till later. Update The Mass surveillance part I could not do justice do hence removed it at the last moment. It actually needs its whole space, article. There is so much that the Govt. is doing under the guise of the pandemic that it is difficult to share it all in one article. As it is, the article is big

• Principles in Machine Learning
• Principles in Machine Learning /2
• Occam s Razor Principle of Parsimony
• Simple Models
• Computational Learning Theory
• Probably Approximately Correct Learning (PAC Learning) /1
• Probably Approximately Correct Learning (PAC Learning) /2
• PAC Learnable Examples
• VC Dimension (Vapnik-Chervonenkis-Dimension )
• VC Dimension Example
• Error Bounds and the VC Dimension
• No Free Lunch
• No Free Lunch Theorem
• No Free Lunch Theorem Explanation
• Bias-Variance Tradeoff
• Bias-Variance Tradeoff
• Bias vs. Variance
• Bias-Variance Decomposition
• Bias-Variance Illustration
• Different Kinds of Bias
• Data Often Has Bias
• AI Can Be Sexist and Racist
• Relationships

• Correlation does not Imply Causation
• Correlation does not Imply Causation /2
• Correlation does not Imply Causation /3
• Correlation with Statistics Classes
• Multiple Testing Problem
• Bonferroni s Principle Multiple Testing Problem
• Multiple Testing Problem

• Overfitting
• Underfitting and Overfitting
• Overfitting Decision Tree
• Overfitting Due to Noise
• Overfitting Due to Insufficient Examples

• Curse of Dimensionality
• Combinatorial Explosion
• Concentration of Distances
• Data is in the Margins
• Illustration: Shrinking Hyperspheres
• Illustration: Shrinking Hyperspheres /2
• Effect on Search in High Dimensionality
• Summary

• Intrinsic Dimensionality
• Estimating Intrinsic Dimensionality
• Angle-Based Intrinsic Dimensionality Intuition
• Angle-Based Intrinsic Dimensionality (ABID) /2
• Consequences & Solutions

• Distance Functions
• Distances, Metrics and Similarities
• Distances, Metrics and Similarities /2
• Distance Functions
• Distance Functions /2
• Similarity Functions
• Distances for Binary Data
• Jaccard Coefficient for Sets
• Example Distances for Categorical Data
• Mahalanobis Distance
• Scaling & Normalization
• To Scale, or not to Scale?
• To Scale, or not to Scale? /2

• Classification
• Prediction Problems
• Classification: A Multi-Stage Process
• Classification Problem
• Example
• Process of Constructing a Model
• Process of Applying the Model

• Evaluation and Selection of Classifiers
• Quick Recap: Classification
• Classifier Evaluation: Confusion Matrix
• Classifier Evaluation: Accuracy and Error-Rate
• Precision, Recall, and F-measure
• Classifier Evaluation: Multi-Class Confusion Matrix
• Training Accuracy vs. Accuarcy on New Data
• The Need for Validation
• Holdout Validation
• Cross-Validation
• Bootstrap Validation
• Considerations for Selecting a Model

• Bayesian Classification
• Bayes Classification: Motivation
• Bayes Theorem: Review
• Optimal Bayes Classifier
• Na ve Bayes Classifier
• Probability Models for a Single Attribute
• Multivariate Gaussian Bayes Classification
• Na ve Bayes Classifier: Example
• Na ve Bayes Classifier: Computational Aspects
• Na ve Bayes Classifier: Comments & Discussion

• Nearest-Neighbor Classification
• Nearest Neighbor Classifier Motivation
• Nearest Neighbor Classifier: Foundations
• Nearest Neighbor Classifier: Example
• Nearest Neighbor Classification: Example
• Nearest Neighbor Decision Rules

• Nearest-Neighbor as Density estimation
• Nearest Neighbor Classification and Density Estimation
• Predicting with Kernel Density Estimation with k=1,3,5,15
• Error Probability of Nearest Neighbors
• Nearest Neighbor Regression
• Nearest-Neighbor Classification: Comments & Discussion

• Decision Tree Learning
• Example (Variant of a Dataset in )
• Decision Tree Example
• Decision Trees as Rule-based Systems
• Basic Notions
• Constructing a Decision Tree /1
• Visual Interpretation of Decision Trees on R
• Constructing a Decision Tree /2
• Decision Tree Classification: Example

• Decision Tree Splitting
• Split for Categorical Attributes
• Split for Numeric Attributes
• Best Split Example
• Quality Measures for Splits
• Measure of Impurity: Gini Index
• Gini-Index: Example
• Information Gain
• Information Gain: Example
• Information Gain: Gain-Ratio
• Gain-Ratio: Beispiel
• Classification Error
• Gini, Entropy and Classification Error
• Comparing Split Selection Measures
• Splits for Numerical Attributes

• Ensembles and Meta-Learning
• Ensembles and Meta-Learning
• Error-Rate of Ensembles
• Random Forests
• Boosting
• Random Forest Classification: Example
• Gradient Boosting Classification: Example

• Support Vector Machine Motivation
• Support Vector Machines
• Support Vector Machines /2
• Finding the Best Separating Hyperplane
• Maximum Margin Hyperplane

• Affine Hyperplanes and Scalar Products
• Affine Hyperplanes
• Scalar Products
• Affine Hyperplanes /2

• Maximum Margin Hyperplane
• A Na ve Attempt
• Support Vectors Separable Data
• Computing the Maximum Margin Hyperplane (MMH)
• Computing the Maximum Margin Hyperplane (MMH) /2
• Boundary of the Maximum Margin Hyperplane (MMH)
• Deriving the Primal SVM Optimization Problem

• Training Support Vector Machines
• Optimization Problem
• Karush-Kuhn-Tucker KKT Conditions
• Switching to the Dual Problem
• Classification with the Dual SVM
• Optimizing the i
• Optimizing SVMs
• Sequential Minimal Optimization
• Further Improvements

• Non-linear SVM and the Kernel Trick
• Nonlinear SVM
• Nonlinear SVM /2
• Kernel Functions
• Soft Margin SVM Classifier
• Soft Margin SVM Classifier /2
• Soft Margin SVM Classifier /3
• Soft Margin SVM Classifier /4

• SVM Extensions and Conclusions
• Separation of more than 2 Classes
• Support Vector Regression
• Support Vector Regression Optimization Problem
• Support Vector Regression Dual
• Support Vector Data Description (SVDD)
• SVDD Dual Problem
• Support Vector Clustering
• SVMs: Comments & Discussion

• Neural Networks
• Biological Background (Simplified)
• Biological Background (Simplified) /2

• Threshold Logic Units
• Threshold Logic Units (TLUs)
• Threshold Logic Units Example
• Geometric Interpretation of TLUs
• Exclusive-Or (XOR) Problem
• Exclusive-Or (XOR) Problem /2
• Exclusive-Or (XOR) Problem /3
• Universality of TLUs
• Mark I Perceptron

• General Artificial Neural Networks
• Simplifying Threshold Logic Units
• Weight Matrices
• From TLUs to Multilayer Perceptrons
• Some Activation Functions
• Some Activation Functions /2
• Some Activation Functions /3
• Some Activation Functions /4

• Learning Neural Networks with Backpropagation
• Basic Gradient Descent
• Stochastic Gradient Descent
• Learning Single-Layer Perceptrons
• Backpropagation
• Training with Backpropagation

• Deep Neural Networks
• Universal Approximation Theorem
• Deep vs. Wide Neural Networks
• High vs. Low Dimensionality
• (Early) Problems of Deep Learning
• Autoencoders
• Layer-wise Pre-Training of Deep Neural Networks
• Dropout Regularization
• Batch Normalization
• Choosing Activation Functions

• Convolutional Neural Networks
• Depth vs. Convolutional Kernel Size
• Increasing the Training Data

• Recurrent Neural Networks
• Recurrent Neural Networks (RNNs) on Sequences
• Recurrent Neural Networks (RNN)
• Long-Short Term Memory (LSTM)
• Further Developments

• Conclusion
• Other Classifiers
• Problems of Classification

• Cluster Analysis Introduction
• What is Clustering?
• What is Clustering? /2
• Applications of Clustering
• Basic Steps for Clustering

• Hierarchical Agglomerative Clustering
• Distance of Clusters
• AGNES Agglomerative Nesting
• AGNES Agglomerative Nesting /2
• Extracting Clusters from a Dendrogram
• Benefits and Limitations of HAC

• Accelerating Hierarchical Clustering
• Complexity of Hierarchical Clustering
• Anderberg s Caching
• AGNES vs. Anderberg , NNChain , SLINK
• Example: Hierarchical Clustering with Anderberg

• K-means Clustering
• The Sum of Squares Objective
• The Standard Algorithm (Lloyd s Algorithm)
• Non-determinism & Non-optimality
• Initialization
• Initialization /2
• Complexity of k-Means Clustering

• Accelerating k-Means Clustering
• k-Means++: Weighted Random Initialization
• Making k-means Faster
• Bounding the Distances Elkan and Hamerly
• Hamerly s k-means
• Example: k-Means Clustering with Hamerly s Algorithm
• Speedup with Hamerly, Elkan, and Exponion

• Limitations of k-Means Clustering
• Benefits and Drawbacks of k-Means
• Choosing the Optimum k for k-Means
• Limitations of k-Means

• Extensions of k-Means Clustering
• k-Means and Distances
• k-Means Minimizes Sum of Squares, not Euclidean Distance!
• k-Means Variations for Other Distances
• Spherical k-Means for Text Clustering
• Pre-processing and Post-processing

• Partitioning Around Medoids (k-Medoids)
• k-medoids Clustering
• Partitioning Around Medoids
• Algorithm: Partitioning Around Medoids
• Algorithm: Partitioning Around Medoids /2
• Change in TD
• Finding the Best Swap Faster
• k-Medoids, k-Means style
• Example for the Inferiority of k-Means Style k-Medoids

• Gaussian Mixture Modeling Introduction
• Expectation-Maximization in Clustering
• Fitting Multiple Gaussian Distributions
• Gaussian Mixture Modeling as E-M-Optimization
• Algorithm: EM Clustering
• Numerical Issues in GMM

• Gaussian Mixture Modeling Demo

• BIRCH and BETULA
• BIRCH Clustering
• BIRCH Clustering Features
• BIRCH Distances
• BIRCH CF-Tree
• BETULA Cluster Features
• BETULA Distance Computations
• Accelerating k-Means with BIRCH and BETULA
• Accelerating GMM with BETULA

• Motivation Density-Based Clustering
• Density-based Clustering: Core Idea

• Density-Based Clustering Fundamentals
• Density-based Clustering: Foundations
• Density-based Clustering: Foundations /2
• Density-based Clustering: Foundations /3
• Density-reachability and Density-connectivity
• Density-reachability

• DBSCAN
• Clustering Approach
• Abstract DBSCAN Algorithm
• DBSCAN Algorithm
• DBSCAN Algorithm /2
• DBSCAN Algorithm /3
• DBSCAN in Context

• DBSCAN Parameterization
• Choosing DBSCAN parameters
• Choosing DBSCAN parameters /2
• Choosing DBSCAN parameters /3

• DBSCAN Extensions
• Generalized Density-based Clustering
• Grid-based Accelerated DBSCAN
• Anytime Density-Based Clustering (AnyDBC)
• Hierarchical DBSCAN* (HDBSCAN*)
• Improved DBSCAN Variations

• OPTICS Clustering
• Density-based Hierarchical Clustering
• Density-based Hierarchical Clustering /2
• OPTICS Clustering
• Cluster Order
• OPTICS Algorithm

• Cluster Extraction from OPTICS Plots
• OPTICS Reachability Plots
• Extracting Clusters from OPTICS Reachability Plots
• Role of the Parameters and minPts

• Understanding the OPTICS Cluster Order
• Properties of the OPTICS Cluster Order
• Cluster Order as Serialized Spanning Tree
• OPTICS as Density Spanning Trees
• Cluster Order to Dendrograms

• Spectral Clustering
• Minimum Cuts
• Graph Laplacian
• From Clustering Graphs to Clustering Data
• Spectral Clustering
• Spectral Clustering is Related to DBSCAN

• Biclustering and Subspace Clustering
• Biclustering & Subspace Clustering
• Bicluster Patterns
• Density-based Subspace Clustering
• Subspace Clustering with Apriori-Style Search
• Correlation Clustering
• 4C: Computing Correlation Connected Clusters
• Hough Transform
• CASH: Robust Clustering in Arbitrarily Oriented Subspaces

• Further Clustering Approaches
• CURE Clustering
• ROCK Clustering
• CHAMELEON
• Affinity Propagation Clustering
• Other Density-based Clustering Algorithms
• Further Clustering Approaches

May  2 16:38:37 server named[7372]: listening on IPv4 interface lo, 127.0.0.1#53
May  2 16:38:37 server named[7372]: listening on IPv4 interface eno4, 10.0.2.45#53
May  2 16:38:37 server named[7372]: listening on IPv4 interface eno4, 10.0.40.1#53
May  2 16:38:37 server named[7372]: listening on IPv4 interface eno4, 10.0.40.2#53
May  2 16:38:37 server named[7372]: listening on IPv4 interface eno4, 10.0.40.3#53
[...]
May  2 16:39:33 server named[7372]: listening on IPv4 interface eno4, 10.0.47.0#53
May  2 16:39:33 server named[7372]: listening on IPv4 interface eno4, 10.0.48.0#53
May  2 16:39:33 server named[7372]: listening on IPv4 interface eno4, 10.0.49.0#53
May  2 16:39:33 server named[7372]: listening on IPv6 interface lo, ::1#53
[...]
May  2 16:39:36 server named[7372]: zone localhost/IN: loaded serial 2
May  2 16:39:36 server named[7372]: all zones loaded
May  2 16:39:36 server named[7372]: running
May  2 16:39:36 server named[7372]: socket: file descriptor exceeds limit (123273/21000)
May  2 16:39:36 server named[7372]: managed-keys-zone: Unable to fetch DNSKEY set '.': not enough free resources
May  2 16:39:36 server named[7372]: socket: file descriptor exceeds limit (123273/21000)

OPTIONS="-u bind -S 150000"

listen-on   10.0.2.45;  ;

dig -t mx a704.example.com
socket.c:1740: internal_send: 10.0.2.45#53: Invalid argument
socket.c:1740: internal_send: 10.0.2.45#53: Invalid argument
socket.c:1740: internal_send: 10.0.2.45#53: Invalid argument
; <
> DiG 9.16.13-Debian <
> -t mx a704.example.com
;; global options: +cmd
;; connection timed out; no servers could be reached

Here is a sample of the strace output from tracing dig:
bind(20,  sa_family=AF_INET, sin_port=htons(0), 
sin_addr=inet_addr("0.0.0.0") , 16) = 0
recvmsg(20,  msg_namelen=128 , 0)       = -1 EAGAIN (Resource temporarily 
unavailable)
write(4, "\24\0\0\0\375\377\377\377", 8) = 8
sendmsg(20,  msg_name= sa_family=AF_INET, sin_port=htons(53), 
sin_addr=inet_addr("10.0.2.45") , msg_
namelen=16, msg_iov=[ iov_base="86\1 
\0\1\0\0\0\0\0\1\4a704\7example\3com\0\0\17\0\1\0\0)\20\0\0\0\0
\0\0\f\0\n\0\10's\367\265\16bx\354", iov_len=57 ], msg_iovlen=1, 
msg_controllen=0, msg_flags=0 , 0) 
= -1 EINVAL (Invalid argument)
write(2, "socket.c:1740: ", 15)         = 15
write(2, "internal_send: 10.0.2.45#53: Invalid argument", 45) = 45
write(2, "\n", 1)                       = 1
futex(0x7f5a80696084, FUTEX_WAIT_PRIVATE, 0, NULL) = 0
futex(0x7f5a80696010, FUTEX_WAKE_PRIVATE, 1) = 0
futex(0x7f5a8069809c, FUTEX_WAKE_PRIVATE, 1) = 1
futex(0x7f5a80698020, FUTEX_WAKE_PRIVATE, 1) = 1
sendmsg(20,  msg_name= sa_family=AF_INET, sin_port=htons(53), 
sin_addr=inet_addr("10.0.2.45") , msg_namelen=16, msg_iov=[ iov_base="86\1 
\0\1\0\0\0\0\0\1\4a704\7example\3com\0\0\17\0\1\0\0)\20\0\0\0\0\0\0\f\0\n\0\10's\367\265\16bx\354", 
iov_len=57 ], msg_iovlen=1, msg_controllen=0, msg_flags=0 , 0) = -1 EINVAL 
(Invalid argument)
write(2, "socket.c:1740: ", 15)         = 15
write(2, "internal_send: 10.0.2.45#53: Invalid argument", 45) = 45
write(2, "\n", 1)

Ubuntu bug #1702726 claims that an insufficient ARP cache was the cause of dig problems [3]. At the time I encountered the dig problems I was seeing lots of kernel error messages  neighbour: arp_cache: neighbor table overflow  which I solved by putting the following in /etc/sysctl.d/mine.conf:
net.ipv4.neigh.default.gc_thresh3 = 4096
net.ipv4.neigh.default.gc_thresh2 = 2048
net.ipv4.neigh.default.gc_thresh1 = 1024

Making that change (and having rebooted because I didn t need to run the server overnight) didn t entirely solve the problems. I have seen some DNS errors from Postfix since then but they are less common than before. When they happened I didn t have that error from dig. At this stage I m not certain that the ARP change fixed the dig problem although it seems likely (it s always difficult to be certain that you have solved a race condition instead of made it less common or just accidentally changed something else to conceal it). But it is clearly a good thing to have a large enough ARP cache so the above change is probably the right thing for most people (with the possibility of changing the numbers according to the required scale). Also people having that dig error should probably check their kernel message log, if the ARP cache isn t the cause then some other kernel networking issue might be related.
Preliminary Results
With Postfix I m seeing around 24,000 messages relayed per minute with more than 60% CPU time idle. I m not sure exactly how to count idle time when there are 12 CPU cores and 24 hyper-threads as having only 1 process scheduled for each pair of hyperthreads on a core is very different to having half the CPU cores unused. I ran my script to disable hyper-threads by telling the Linux kernel to disable each processor core that has the same core ID as another, it was buggy and disabled the second CPU altogether (better than finding this out on a production server). Going from 24 hyper-threads of 2 CPUs to 6 non-HT cores of a single CPU didn t change the thoughput and the idle time went to about 30%, so I have possibly halved the CPU capacity for these tasks by disabling all hyper-threads and one entire CPU which is surprising given that I theoretically reduced the CPU power by 75%. I think my focus now has to be on hyper-threading optimisation.
Since 2006 the performance has gone from ~20 messages per minute on relatively commodity hardware to 24,000 messages per minute on server equipment that is uncommon for home use but which is also within range of home desktop PCs. I think that a typical desktop PC with a similar speed CPU, 32G of RAM and SSD storage would give the same performance. Moore s Law (that transistor count doubles approximately every 2 years) is often misquoted as having performance double every 2 years. In this case more than 1024* the performance over 15 years means the performance doubling every 18 months. Probably most of that is due to SATA SSDs massively outperforming IDE hard drives but it s still impressive.
Notes
I ve been using example.com for test purposes for a long time, but RFC2606 specifies .test, .example, and .invalid as reserved top level domains for such things. On the next iteration I ll change my scripts to use .test.
My current test setup has a KVM virtual machine running my bhm program to receive mail which is taking between 20% and 50% of a CPU core in my tests so far. While that is happening the kvm process is reported as taking between 60% and 200% of a CPU core, so kvm takes as much as 4* the CPU of the guest due to the virtual networking overhead   even though I m using the virtio-net-pci driver (the most efficient form of KVM networking for emulating a regular ethernet card). I ve also seen this in production with a virtual machine running a ToR relay node.
I ve fixed a bug where Postal would try to send the SMTP quit command after encountering a TCP error which would cause an infinite loop and SEGV.

[1] https://doc.coker.com.au/papers/benchmarking-mail-relays-and-forwarders/
[2] https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=987927
[3] https://bugs.launchpad.net/ubuntu/+source/dnsmasq/+bug/1702726


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