Roadkiller was a Soekris net5501 router I used as my main gateway between 2010 and 2016 (for r seau and t l phone). It was upgraded to FreeBSD 8.4-p12 (2014-06-06) and pkgng. It was retired in favor of octavia around 2016. Roughly 10 years later (2024-01-24), I found it in a drawer and, to my surprised, it booted. After wrangling with a RS-232 USB adapter, a null modem cable, and bit rates, I even logged in:

comBIOS ver. 1.33  20070103  Copyright (C) 2000-2007 Soekris Engineering.
net5501
0512 Mbyte Memory                        CPU Geode LX 500 Mhz 
Pri Mas  WDC WD800VE-00HDT0              LBA Xlt 1024-255-63  78 Gbyte
Slot   Vend Dev  ClassRev Cmd  Stat CL LT HT  Base1    Base2   Int 
-------------------------------------------------------------------
0:01:2 1022 2082 10100000 0006 0220 08 00 00 A0000000 00000000 10
0:06:0 1106 3053 02000096 0117 0210 08 40 00 0000E101 A0004000 11
0:07:0 1106 3053 02000096 0117 0210 08 40 00 0000E201 A0004100 05
0:08:0 1106 3053 02000096 0117 0210 08 40 00 0000E301 A0004200 09
0:09:0 1106 3053 02000096 0117 0210 08 40 00 0000E401 A0004300 12
0:20:0 1022 2090 06010003 0009 02A0 08 40 80 00006001 00006101 
0:20:2 1022 209A 01018001 0005 02A0 08 00 00 00000000 00000000 
0:21:0 1022 2094 0C031002 0006 0230 08 00 80 A0005000 00000000 15
0:21:1 1022 2095 0C032002 0006 0230 08 00 00 A0006000 00000000 15
 4 Seconds to automatic boot.   Press Ctrl-P for entering Monitor.
 
                                            
                                                  ______
                                                    ____  __ ___  ___ 
            Welcome to FreeBSD!                     __   '__/ _ \/ _ \
                                                    __       __/  __/
                                                                      
    1. Boot FreeBSD [default]                     _     _   \___ \___ 
    2. Boot FreeBSD with ACPI enabled             ____   _____ _____
    3. Boot FreeBSD in Safe Mode                    _ \ / ____   __ \
    4. Boot FreeBSD in single user mode             _)   (___         
    5. Boot FreeBSD with verbose logging            _ < \___ \        
    6. Escape to loader prompt                      _)  ____)    __   
    7. Reboot                                                         
                                                  ____/ _____/ _____/
                                            
                                            
                                            
    Select option, [Enter] for default      
    or [Space] to pause timer  5            
  
Copyright (c) 1992-2013 The FreeBSD Project.
Copyright (c) 1979, 1980, 1983, 1986, 1988, 1989, 1991, 1992, 1993, 1994
        The Regents of the University of California. All rights reserved.
FreeBSD is a registered trademark of The FreeBSD Foundation.
FreeBSD 8.4-RELEASE-p12 #5: Fri Jun  6 02:43:23 EDT 2014
    root@roadkiller.anarc.at:/usr/obj/usr/src/sys/ROADKILL i386
gcc version 4.2.2 20070831 prerelease [FreeBSD]
Timecounter "i8254" frequency 1193182 Hz quality 0
CPU: Geode(TM) Integrated Processor by AMD PCS (499.90-MHz 586-class CPU)
  Origin = "AuthenticAMD"  Id = 0x5a2  Family = 5  Model = a  Stepping = 2
  Features=0x88a93d<FPU,DE,PSE,TSC,MSR,CX8,SEP,PGE,CMOV,CLFLUSH,MMX>
  AMD Features=0xc0400000<MMX+,3DNow!+,3DNow!>
real memory  = 536870912 (512 MB)
avail memory = 506445824 (482 MB)
kbd1 at kbdmux0
K6-family MTRR support enabled (2 registers)
ACPI Error: A valid RSDP was not found (20101013/tbxfroot-309)
ACPI: Table initialisation failed: AE_NOT_FOUND
ACPI: Try disabling either ACPI or apic support.
cryptosoft0: <software crypto> on motherboard
pcib0 pcibus 0 on motherboard
pci0: <PCI bus> on pcib0
Geode LX: Soekris net5501 comBIOS ver. 1.33 20070103 Copyright (C) 2000-2007
pci0: <encrypt/decrypt, entertainment crypto> at device 1.2 (no driver attached)
vr0: <VIA VT6105M Rhine III 10/100BaseTX> port 0xe100-0xe1ff mem 0xa0004000-0xa00040ff irq 11 at device 6.0 on pci0
vr0: Quirks: 0x2
vr0: Revision: 0x96
miibus0: <MII bus> on vr0
ukphy0: <Generic IEEE 802.3u media interface> PHY 1 on miibus0
ukphy0:  none, 10baseT, 10baseT-FDX, 100baseTX, 100baseTX-FDX, auto, auto-flow
vr0: Ethernet address: 00:00:24:cc:93:44
vr0: [ITHREAD]
vr1: <VIA VT6105M Rhine III 10/100BaseTX> port 0xe200-0xe2ff mem 0xa0004100-0xa00041ff irq 5 at device 7.0 on pci0
vr1: Quirks: 0x2
vr1: Revision: 0x96
miibus1: <MII bus> on vr1
ukphy1: <Generic IEEE 802.3u media interface> PHY 1 on miibus1
ukphy1:  none, 10baseT, 10baseT-FDX, 100baseTX, 100baseTX-FDX, auto, auto-flow
vr1: Ethernet address: 00:00:24:cc:93:45
vr1: [ITHREAD]
vr2: <VIA VT6105M Rhine III 10/100BaseTX> port 0xe300-0xe3ff mem 0xa0004200-0xa00042ff irq 9 at device 8.0 on pci0
vr2: Quirks: 0x2
vr2: Revision: 0x96
miibus2: <MII bus> on vr2
ukphy2: <Generic IEEE 802.3u media interface> PHY 1 on miibus2
ukphy2:  none, 10baseT, 10baseT-FDX, 100baseTX, 100baseTX-FDX, auto, auto-flow
vr2: Ethernet address: 00:00:24:cc:93:46
vr2: [ITHREAD]
vr3: <VIA VT6105M Rhine III 10/100BaseTX> port 0xe400-0xe4ff mem 0xa0004300-0xa00043ff irq 12 at device 9.0 on pci0
vr3: Quirks: 0x2
vr3: Revision: 0x96
miibus3: <MII bus> on vr3
ukphy3: <Generic IEEE 802.3u media interface> PHY 1 on miibus3
ukphy3:  none, 10baseT, 10baseT-FDX, 100baseTX, 100baseTX-FDX, auto, auto-flow
vr3: Ethernet address: 00:00:24:cc:93:47
vr3: [ITHREAD]
isab0: <PCI-ISA bridge> at device 20.0 on pci0
isa0: <ISA bus> on isab0
atapci0: <AMD CS5536 UDMA100 controller> port 0x1f0-0x1f7,0x3f6,0x170-0x177,0x376,0xe000-0xe00f at device 20.2 on pci0
ata0: <ATA channel> at channel 0 on atapci0
ata0: [ITHREAD]
ata1: <ATA channel> at channel 1 on atapci0
ata1: [ITHREAD]
ohci0: <OHCI (generic) USB controller> mem 0xa0005000-0xa0005fff irq 15 at device 21.0 on pci0
ohci0: [ITHREAD]
usbus0 on ohci0
ehci0: <AMD CS5536 (Geode) USB 2.0 controller> mem 0xa0006000-0xa0006fff irq 15 at device 21.1 on pci0
ehci0: [ITHREAD]
usbus1: EHCI version 1.0
usbus1 on ehci0
cpu0 on motherboard
pmtimer0 on isa0
orm0: <ISA Option ROM> at iomem 0xc8000-0xd27ff pnpid ORM0000 on isa0
atkbdc0: <Keyboard controller (i8042)> at port 0x60,0x64 on isa0
atkbd0: <AT Keyboard> irq 1 on atkbdc0
kbd0 at atkbd0
atkbd0: [GIANT-LOCKED]
atkbd0: [ITHREAD]
atrtc0: <AT Real Time Clock> at port 0x70 irq 8 on isa0
ppc0: parallel port not found.
uart0: <16550 or compatible> at port 0x3f8-0x3ff irq 4 flags 0x10 on isa0
uart0: [FILTER]
uart0: console (19200,n,8,1)
uart1: <16550 or compatible> at port 0x2f8-0x2ff irq 3 on isa0
uart1: [FILTER]
Timecounter "TSC" frequency 499903982 Hz quality 800
Timecounters tick every 1.000 msec
IPsec: Initialized Security Association Processing.
usbus0: 12Mbps Full Speed USB v1.0
usbus1: 480Mbps High Speed USB v2.0
ad0: 76319MB <WDC WD800VE-00HDT0 09.07D09> at ata0-master UDMA100 
ugen0.1: <AMD> at usbus0
uhub0: <AMD OHCI root HUB, class 9/0, rev 1.00/1.00, addr 1> on usbus0
ugen1.1: <AMD> at usbus1
uhub1: <AMD EHCI root HUB, class 9/0, rev 2.00/1.00, addr 1> on usbus1
GEOM: ad0s1: geometry does not match label (255h,63s != 16h,63s).
uhub0: 4 ports with 4 removable, self powered
Root mount waiting for: usbus1
Root mount waiting for: usbus1
uhub1: 4 ports with 4 removable, self powered
Trying to mount root from ufs:/dev/ad0s1a

The last log rotation is from 2016:

[root@roadkiller /var/log]# stat /var/log/wtmp      
65 61783 -rw-r--r-- 1 root wheel 208219 1056 "Nov  1 05:00:01 2016" "Jan 18 22:29:16 2017" "Jan 18 22:29:16 2017" "Nov  1 05:00:01 2016" 16384 4 0 /var/log/wtmp

Interestingly, I switched between eicat and teksavvy on December 11th. Which year? Who knows!

Dec 11 16:38:40 roadkiller mpd: [eicatL0] LCP: authorization successful
Dec 11 16:41:15 roadkiller mpd: [teksavvyL0] LCP: authorization successful

Never realized those good old logs had a "oh dear forgot the year" issue (that's something like Y2K except just "Y", I guess). That was probably 2015, because the log dates from 2017, and the last entry is from November of the year after the above:

[root@roadkiller /var/log]# stat mpd.log 
65 47113 -rw-r--r-- 1 root wheel 193008 71939195 "Jan 18 22:39:18 2017" "Jan 18 22:39:59 2017" "Jan 18 22:39:59 2017" "Apr  2 10:41:37 2013" 16384 140640 0 mpd.log

It looks like the system was installed in 2010:

[root@roadkiller /var/log]# stat /
63 2 drwxr-xr-x 21 root wheel 2120 512 "Jan 18 22:34:43 2017" "Jan 18 22:28:12 2017" "Jan 18 22:28:12 2017" "Jul 18 22:25:00 2010" 16384 4 0 /

... so it lived for about 6 years, but still works after almost 14 years, which I find utterly amazing. Another amazing thing is that there's tuptime installed on that server! That is a software I thought I discovered later and then sponsored in Debian, but turns out I was already using it then!

[root@roadkiller /var]# tuptime 
System startups:        19   since   21:20:16 11/07/15
System shutdowns:       0 ok   -   18 bad
System uptime:          85.93 %   -   1 year, 11 days, 10 hours, 3 minutes and 36 seconds
System downtime:        14.07 %   -   61 days, 15 hours, 22 minutes and 45 seconds
System life:            1 year, 73 days, 1 hour, 26 minutes and 20 seconds
Largest uptime:         122 days, 9 hours, 17 minutes and 6 seconds   from   08:17:56 02/02/16
Shortest uptime:        5 minutes and 4 seconds   from   21:55:00 01/18/17
Average uptime:         19 days, 19 hours, 28 minutes and 37 seconds
Largest downtime:       57 days, 1 hour, 9 minutes and 59 seconds   from   20:45:01 11/22/16
Shortest downtime:      -1 years, 364 days, 23 hours, 58 minutes and 12 seconds   from   22:30:01 01/18/17
Average downtime:       3 days, 5 hours, 51 minutes and 43 seconds
Current uptime:         18 minutes and 23 seconds   since   22:28:13 01/18/17

Actual up/down times:

[root@roadkiller /var]# tuptime -t
No.        Startup Date                                         Uptime       Shutdown Date   End                                                  Downtime
1     21:20:16 11/07/15      1 day, 0 hours, 40 minutes and 12 seconds   22:00:28 11/08/15   BAD                                  2 minutes and 37 seconds
2     22:03:05 11/08/15      1 day, 9 hours, 41 minutes and 57 seconds   07:45:02 11/10/15   BAD                                  3 minutes and 24 seconds
3     07:48:26 11/10/15    20 days, 2 hours, 41 minutes and 34 seconds   10:30:00 11/30/15   BAD                        4 hours, 50 minutes and 21 seconds
4     15:20:21 11/30/15                      19 minutes and 40 seconds   15:40:01 11/30/15   BAD                                   6 minutes and 5 seconds
5     15:46:06 11/30/15                      53 minutes and 55 seconds   16:40:01 11/30/15   BAD                           1 hour, 1 minute and 38 seconds
6     17:41:39 11/30/15     6 days, 16 hours, 3 minutes and 22 seconds   09:45:01 12/07/15   BAD                4 days, 6 hours, 53 minutes and 11 seconds
7     16:38:12 12/11/15   50 days, 17 hours, 56 minutes and 49 seconds   10:35:01 01/31/16   BAD                                 10 minutes and 52 seconds
8     10:45:53 01/31/16     1 day, 21 hours, 28 minutes and 16 seconds   08:14:09 02/02/16   BAD                                  3 minutes and 48 seconds
9     08:17:56 02/02/16    122 days, 9 hours, 17 minutes and 6 seconds   18:35:02 06/03/16   BAD                                 10 minutes and 16 seconds
10    18:45:18 06/03/16   29 days, 17 hours, 14 minutes and 43 seconds   12:00:01 07/03/16   BAD                                 12 minutes and 34 seconds
11    12:12:35 07/03/16   31 days, 17 hours, 17 minutes and 26 seconds   05:30:01 08/04/16   BAD                                 14 minutes and 25 seconds
12    05:44:26 08/04/16     15 days, 1 hour, 55 minutes and 35 seconds   07:40:01 08/19/16   BAD                                  6 minutes and 51 seconds
13    07:46:52 08/19/16     7 days, 5 hours, 23 minutes and 10 seconds   13:10:02 08/26/16   BAD                                  3 minutes and 45 seconds
14    13:13:47 08/26/16   27 days, 21 hours, 36 minutes and 14 seconds   10:50:01 09/23/16   BAD                                  2 minutes and 14 seconds
15    10:52:15 09/23/16   60 days, 10 hours, 52 minutes and 46 seconds   20:45:01 11/22/16   BAD                 57 days, 1 hour, 9 minutes and 59 seconds
16    21:55:00 01/18/17                        5 minutes and 4 seconds   22:00:04 01/18/17   BAD                                 11 minutes and 15 seconds
17    22:11:19 01/18/17                       8 minutes and 42 seconds   22:20:01 01/18/17   BAD                                   1 minute and 20 seconds
18    22:21:21 01/18/17                       8 minutes and 40 seconds   22:30:01 01/18/17   BAD   -1 years, 364 days, 23 hours, 58 minutes and 12 seconds
19    22:28:13 01/18/17                      20 minutes and 17 seconds

The last few entries are actually the tests I'm running now, it seems this machine thinks we're now on 2017-01-18 at ~22:00, while we're actually 2024-01-24 at ~12:00 local:

Wed Jan 18 23:05:38 EST 2017
FreeBSD/i386 (roadkiller.anarc.at) (ttyu0)
login: root
Password:
Jan 18 23:07:10 roadkiller login: ROOT LOGIN (root) ON ttyu0
Last login: Wed Jan 18 22:29:16 on ttyu0
Copyright (c) 1992-2013 The FreeBSD Project.
Copyright (c) 1979, 1980, 1983, 1986, 1988, 1989, 1991, 1992, 1993, 1994
        The Regents of the University of California. All rights reserved.
FreeBSD 8.4-RELEASE-p12 (ROADKILL) #5: Fri Jun  6 02:43:23 EDT 2014
Reminders:
 * commit stuff in /etc
 * reload firewall (in screen!):
    pfctl -f /etc/pf.conf ; sleep 1
 * vim + syn on makes pf.conf more readable
 * monitoring the PPPoE uplink:
   tail -f /var/log/mpd.log
Current problems:
 * sometimes pf doesn't start properly on boot, if pppoe failed to come up, use
   this to resume:
     /etc/rc.d/pf start
   it will kill your shell, but fix NAT (2012-08-10)
 * babel fails to start on boot (2013-06-15):
     babeld -D -g 33123 tap0 vr3
 * DNS often fails, tried messing with unbound.conf (2014-10-05) and updating
   named.root (2016-01-28) and performance tweaks (ee63689)
 * asterisk and mpd4 are deprecated and should be uninstalled when we're sure
   their replacements (voipms + ata and mpd5) are working (2015-01-13)
 * if IPv6 fails, it's because netblocks are not being routed upstream. DHCPcd
   should do this, but doesn't start properly, use this to resume (2015-12-21):
     /usr/local/sbin/dhcpcd -6 --persistent --background --timeout 0 -C resolv.conf ng0
This machine is doomed to be replaced with the new omnia router, Indiegogo
campaign should ship in april 2016: http://igg.me/at/turris-omnia/x

(I really like the motd I left myself there. In theory, I guess this could just start connecting to the internet again if I still had the same PPPoE/ADSL link I had almost a decade ago; obviously, I do not.) Not sure how the system figured the 2017 time: the onboard clock itself believes we're in 1980, so clearly the CMOS battery has (understandably) failed:

> ?
comBIOS Monitor Commands
boot [drive][:partition] INT19 Boot
reboot                   cold boot
download                 download a file using XMODEM/CRC
flashupdate              update flash BIOS with downloaded file
time [HH:MM:SS]          show or set time
date [YYYY/MM/DD]        show or set date
d[b w d] [adr]           dump memory bytes/words/dwords
e[b w d] adr value [...] enter bytes/words/dwords
i[b w d] port            input from 8/16/32-bit port
o[b w d] port value      output to 8/16/32-bit port
run adr                  execute code at adr
cmosread [adr]           read CMOS RAM data
cmoswrite adr byte [...] write CMOS RAM data
cmoschecksum             update CMOS RAM Checksum
set parameter=value      set system parameter to value
show [parameter]         show one or all system parameters
?/help                   show this help
> show
ConSpeed = 19200
ConLock = Enabled
ConMute = Disabled
BIOSentry = Enabled
PCIROMS = Enabled
PXEBoot = Enabled
FLASH = Primary
BootDelay = 5
FastBoot = Disabled
BootPartition = Disabled
BootDrive = 80 81 F0 FF 
ShowPCI = Enabled
Reset = Hard
CpuSpeed = Default
> time
Current Date and Time is: 1980/01/01 00:56:47

Another bit of archeology: I had documented various outages with my ISP... back in 2003!

[root@roadkiller ~/bin]# cat ppp_stats/downtimes.txt
11/03/2003 18:24:49 218
12/03/2003 09:10:49 118
12/03/2003 10:05:57 680
12/03/2003 10:14:50 106
12/03/2003 10:16:53 6
12/03/2003 10:35:28 146
12/03/2003 10:57:26 393
12/03/2003 11:16:35 5
12/03/2003 11:16:54 11
13/03/2003 06:15:57 18928
13/03/2003 09:43:36 9730
13/03/2003 10:47:10 23
13/03/2003 10:58:35 5
16/03/2003 01:32:36 338
16/03/2003 02:00:33 120
16/03/2003 11:14:31 14007
19/03/2003 00:56:27 11179
19/03/2003 00:56:43 5
19/03/2003 00:56:53 0
19/03/2003 00:56:55 1
19/03/2003 00:57:09 1
19/03/2003 00:57:10 1
19/03/2003 00:57:24 1
19/03/2003 00:57:25 1
19/03/2003 00:57:39 1
19/03/2003 00:57:40 1
19/03/2003 00:57:44 3
19/03/2003 00:57:53 0
19/03/2003 00:57:55 0
19/03/2003 00:58:08 0
19/03/2003 00:58:10 0
19/03/2003 00:58:23 0
19/03/2003 00:58:25 0
19/03/2003 00:58:39 1
19/03/2003 00:58:42 2
19/03/2003 00:58:58 5
19/03/2003 00:59:35 2
19/03/2003 00:59:47 3
19/03/2003 01:00:34 3
19/03/2003 01:00:39 0
19/03/2003 01:00:54 0
19/03/2003 01:01:11 2
19/03/2003 01:01:25 1
19/03/2003 01:01:48 1
19/03/2003 01:02:03 1
19/03/2003 01:02:10 2
19/03/2003 01:02:20 3
19/03/2003 01:02:44 3
19/03/2003 01:03:45 3
19/03/2003 01:04:39 2
19/03/2003 01:05:40 2
19/03/2003 01:06:35 2
19/03/2003 01:07:36 2
19/03/2003 01:08:31 2
19/03/2003 01:08:38 2
19/03/2003 01:10:07 3
19/03/2003 01:11:05 2
19/03/2003 01:12:03 3
19/03/2003 01:13:01 3
19/03/2003 01:13:58 2
19/03/2003 01:14:59 5
19/03/2003 01:15:54 2
19/03/2003 01:16:55 2
19/03/2003 01:17:50 2
19/03/2003 01:18:51 3
19/03/2003 01:19:46 2
19/03/2003 01:20:46 2
19/03/2003 01:21:42 3
19/03/2003 01:22:42 3
19/03/2003 01:23:37 2
19/03/2003 01:24:38 3
19/03/2003 01:25:33 2
19/03/2003 01:26:33 2
19/03/2003 01:27:30 3
19/03/2003 01:28:55 2
19/03/2003 01:29:56 2
19/03/2003 01:30:50 2
19/03/2003 01:31:42 3
19/03/2003 01:32:36 3
19/03/2003 01:33:27 2
19/03/2003 01:34:21 2
19/03/2003 01:35:22 2
19/03/2003 01:36:17 3
19/03/2003 01:37:18 2
19/03/2003 01:38:13 3
19/03/2003 01:39:39 2
19/03/2003 01:40:39 2
19/03/2003 01:41:35 3
19/03/2003 01:42:35 3
19/03/2003 01:43:31 3
19/03/2003 01:44:31 3
19/03/2003 01:45:53 3
19/03/2003 01:46:48 3
19/03/2003 01:47:48 2
19/03/2003 01:48:44 3
19/03/2003 01:49:44 2
19/03/2003 01:50:40 3
19/03/2003 01:51:39 1
19/03/2003 11:04:33 19   
19/03/2003 18:39:36 2833 
19/03/2003 18:54:05 825  
19/03/2003 19:04:00 454  
19/03/2003 19:08:11 210  
19/03/2003 19:41:44 272  
19/03/2003 21:18:41 208  
24/03/2003 04:51:16 6
27/03/2003 04:51:20 5
30/03/2003 04:51:25 5
31/03/2003 08:30:31 255  
03/04/2003 08:30:36 5
06/04/2003 01:16:00 621  
06/04/2003 22:18:08 17   
06/04/2003 22:32:44 13   
09/04/2003 22:33:12 28   
12/04/2003 22:33:17 6
15/04/2003 22:33:22 5
17/04/2003 15:03:43 18   
20/04/2003 15:03:48 5
23/04/2003 15:04:04 16   
23/04/2003 21:08:30 339  
23/04/2003 21:18:08 13   
23/04/2003 23:34:20 253  
26/04/2003 23:34:45 25   
29/04/2003 23:34:49 5
02/05/2003 13:10:01 185  
05/05/2003 13:10:06 5
08/05/2003 13:10:11 5
09/05/2003 14:00:36 63928
09/05/2003 16:58:52 2
11/05/2003 23:08:48 2
14/05/2003 23:08:53 6
17/05/2003 23:08:58 5
20/05/2003 23:09:03 5
23/05/2003 23:09:08 5
26/05/2003 23:09:14 5
29/05/2003 23:00:10 3
29/05/2003 23:03:01 10   
01/06/2003 23:03:05 4
04/06/2003 23:03:10 5
07/06/2003 23:03:38 28   
10/06/2003 23:03:50 12   
13/06/2003 23:03:55 6
14/06/2003 07:42:20 3
14/06/2003 14:37:08 3
15/06/2003 20:08:34 3
18/06/2003 20:08:39 6
21/06/2003 20:08:45 6
22/06/2003 03:05:19 138  
22/06/2003 04:06:28 3
25/06/2003 04:06:58 31   
28/06/2003 04:07:02 4
01/07/2003 04:07:06 4
04/07/2003 04:07:11 5
07/07/2003 04:07:16 5
12/07/2003 04:55:20 6
12/07/2003 19:09:51 1158 
12/07/2003 22:14:49 8025 
15/07/2003 22:14:54 6
16/07/2003 05:43:06 18   
19/07/2003 05:43:12 6
22/07/2003 05:43:17 5
23/07/2003 18:18:55 183  
23/07/2003 18:19:55 9
23/07/2003 18:29:15 158  
23/07/2003 19:48:44 4604 
23/07/2003 20:16:27 3
23/07/2003 20:37:29 1079 
23/07/2003 20:43:12 342  
23/07/2003 22:25:51 6158

Fascinating. I suspect the (IDE!) hard drive might be failing as I saw two new files created in /var that I didn't remember seeing before:

-rw-r--r--   1 root    wheel        0 Jan 18 22:55 3@T3
-rw-r--r--   1 root    wheel        0 Jan 18 22:55 DY5

So I shutdown the machine, possibly for the last time:

Waiting (max 60 seconds) for system process  bufdaemon' to stop...done
Waiting (max 60 seconds) for system process  syncer' to stop...
Syncing disks, vnodes remaining...3 3 0 1 1 0 0 done
All buffers synced.
Uptime: 36m43s
usbus0: Controller shutdown
uhub0: at usbus0, port 1, addr 1 (disconnected)
usbus0: Controller shutdown complete
usbus1: Controller shutdown
uhub1: at usbus1, port 1, addr 1 (disconnected)
usbus1: Controller shutdown complete
The operating system has halted.
Please press any key to reboot.

I'll finally note this was the last FreeBSD server I personally operated. I also used FreeBSD to setup the core routers at Koumbit but those were replaced with Debian recently as well. Thanks Soekris, that was some sturdy hardware. Hopefully this new Protectli router will live up to that "decade plus" challenge. Not sure what the fate of this device will be: I'll bring it to the next Montreal Debian & Stuff to see if anyone's interested, contact me if you can't show up and want this thing.

If you ve perused the ActivityPub feed of certificates whose keys are known to be compromised, and clicked on the Show More button to see the name of the certificate issuer, you may have noticed that some issuers seem to come up again and again. This might make sense after all, if a CA is issuing a large volume of certificates, they ll be seen more often in a list of compromised certificates. In an attempt to see if there is anything that we can learn from this data, though, I did a bit of digging, and came up with some illuminating results.

The Procedure I started off by finding all the unexpired certificates logged in Certificate Transparency (CT) logs that have a key that is in the pwnedkeys database as having been publicly disclosed. From this list of certificates, I removed duplicates by matching up issuer/serial number tuples, and then reduced the set by counting the number of unique certificates by their issuer. This gave me a list of the issuers of these certificates, which looks a bit like this:

/C=BE/O=GlobalSign nv-sa/CN=AlphaSSL CA - SHA256 - G4
/C=GB/ST=Greater Manchester/L=Salford/O=Sectigo Limited/CN=Sectigo RSA Domain Validation Secure Server CA
/C=GB/ST=Greater Manchester/L=Salford/O=Sectigo Limited/CN=Sectigo RSA Organization Validation Secure Server CA
/C=US/ST=Arizona/L=Scottsdale/O=GoDaddy.com, Inc./OU=http://certs.godaddy.com/repository//CN=Go Daddy Secure Certificate Authority - G2
/C=US/ST=Arizona/L=Scottsdale/O=Starfield Technologies, Inc./OU=http://certs.starfieldtech.com/repository//CN=Starfield Secure Certificate Authority - G2
/C=AT/O=ZeroSSL/CN=ZeroSSL RSA Domain Secure Site CA
/C=BE/O=GlobalSign nv-sa/CN=GlobalSign GCC R3 DV TLS CA 2020

Rather than try to work with raw issuers (because, as Andrew Ayer says, The SSL Certificate Issuer Field is a Lie), I mapped these issuers to the organisations that manage them, and summed the counts for those grouped issuers together.

The Data

Insert obligatory "not THAT data" comment here

The end result of this work is the following table, sorted by the count of certificates which have been compromised by exposing their private key:

Issuer	Compromised Count
Sectigo	170
ISRG (Let's Encrypt)	161
GoDaddy	141
DigiCert	81
GlobalSign	46
Entrust	3
SSL.com	1

If you re familiar with the CA ecosystem, you ll probably recognise that the organisations with large numbers of compromised certificates are also those who issue a lot of certificates. So far, nothing particularly surprising, then. Let s look more closely at the relationships, though, to see if we can get more useful insights.

Volume Control Using the issuance volume report from crt.sh, we can compare issuance volumes to compromise counts, to come up with a compromise rate . I m using the Unexpired Precertificates colume from the issuance volume report, as I feel that s the number that best matches the certificate population I m examining to find compromised certificates. To maintain parity with the previous table, this one is still sorted by the count of certificates that have been compromised.

Issuer	Issuance Volume	Compromised Count	Compromise Rate
Sectigo	88,323,068	170	1 in 519,547
ISRG (Let's Encrypt)	315,476,402	161	1 in 1,959,480
GoDaddy	56,121,429	141	1 in 398,024
DigiCert	144,713,475	81	1 in 1,786,586
GlobalSign	1,438,485	46	1 in 31,271
Entrust	23,166	3	1 in 7,722
SSL.com	171,816	1	1 in 171,816

If we now sort this table by compromise rate, we can see which organisations have the most (and least) leakiness going on from their customers:

Issuer	Issuance Volume	Compromised Count	Compromise Rate
Entrust	23,166	3	1 in 7,722
GlobalSign	1,438,485	46	1 in 31,271
SSL.com	171,816	1	1 in 171,816
GoDaddy	56,121,429	141	1 in 398,024
Sectigo	88,323,068	170	1 in 519,547
DigiCert	144,713,475	81	1 in 1,786,586
ISRG (Let's Encrypt)	315,476,402	161	1 in 1,959,480

By grouping by order-of-magnitude in the compromise rate, we can identify three bands :

• The Super Leakers: Customers of Entrust and GlobalSign seem to love to lose control of their private keys. For Entrust, at least, though, the small volumes involved make the numbers somewhat untrustworthy. The three compromised certificates could very well belong to just one customer, for instance. I m not aware of anything that GlobalSign does that would make them such an outlier, either, so I m inclined to think they just got unlucky with one or two customers, but as CAs don t include customer IDs in the certificates they issue, it s not possible to say whether that s the actual cause or not.
• The Regular Leakers: Customers of SSL.com, GoDaddy, and Sectigo all have compromise rates in the 1-in-hundreds-of-thousands range. Again, the low volumes of SSL.com make the numbers somewhat unreliable, but the other two organisations in this group have large enough numbers that we can rely on that data fairly well, I think.
• The Low Leakers: Customers of DigiCert and Let s Encrypt are at least three times less likely than customers of the regular leakers to lose control of their private keys. Good for them!

Now we have some useful insights we can think about.

Why Is It So?

If you don't know who Professor Julius Sumner Miller is, I highly recommend finding out

All of the organisations on the list, with the exception of Let s Encrypt, are what one might term traditional CAs. To a first approximation, it s reasonable to assume that the vast majority of the customers of these traditional CAs probably manage their certificates the same way they have for the past two decades or more. That is, they generate a key and CSR, upload the CSR to the CA to get a certificate, then copy the cert and key somewhere. Since humans are handling the keys, there s a higher risk of the humans using either risky practices, or making a mistake, and exposing the private key to the world. Let s Encrypt, on the other hand, issues all of its certificates using the ACME (Automatic Certificate Management Environment) protocol, and all of the Let s Encrypt documentation encourages the use of software tools to generate keys, issue certificates, and install them for use. Given that Let s Encrypt has 161 compromised certificates currently in the wild, it s clear that the automation in use is far from perfect, but the significantly lower compromise rate suggests to me that lifecycle automation at least reduces the rate of key compromise, even though it doesn t eliminate it completely.

Sidebar: ACME Does Not Currently Rule The World It is true that all of the organisations in this analysis also provide ACME issuance workflows, should customers desire it. However, the traditional CA companies have been around a lot longer than ACME has, and so they probably acquired many of their customers before ACME existed. Given that it s incredibly hard to get humans to change the way they do things, once they have a way that works , it seems reasonable to assume that most of the certificates issued by these CAs are handled in the same human-centric, error-prone manner they always have been. If organisations would like to refute this assumption, though, by sharing their data on ACME vs legacy issuance rates, I m sure we d all be extremely interested.

Explaining the Outlier The difference in presumed issuance practices would seem to explain the significant difference in compromise rates between Let s Encrypt and the other organisations, if it weren t for one outlier. This is a largely traditional CA, with the manual-handling issues that implies, but with a compromise rate close to that of Let s Encrypt. We are, of course, talking about DigiCert. The thing about DigiCert, that doesn t show up in the raw numbers from crt.sh, is that DigiCert manages the issuance of certificates for several of the biggest hosted TLS providers, such as CloudFlare and AWS. When these services obtain a certificate from DigiCert on their customer s behalf, the private key is kept locked away, and no human can (we hope) get access to the private key. This is supported by the fact that no certificates identifiably issued to either CloudFlare or AWS appear in the set of certificates with compromised keys. When we ask for all certificates issued by DigiCert , we get both the certificates issued to these big providers, which are very good at keeping their keys under control, as well as the certificates issued to everyone else, whose key handling practices may not be quite so stringent. It s possible, though not trivial, to account for certificates issued to these hosted TLS providers, because the certificates they use are issued from intermediates branded to those companies. With the crt.sh psql interface we can run this query to get the total number of unexpired precertificates issued to these managed services:

SELECT SUM(sub.NUM_ISSUED[2] - sub.NUM_EXPIRED[2])
  FROM (
    SELECT ca.name, max(coalesce(coalesce(nullif(trim(cc.SUBORDINATE_CA_OWNER), ''), nullif(trim(cc.CA_OWNER), '')), cc.INCLUDED_CERTIFICATE_OWNER)) as OWNER,
           ca.NUM_ISSUED, ca.NUM_EXPIRED
      FROM ccadb_certificate cc, ca_certificate cac, ca
     WHERE cc.CERTIFICATE_ID = cac.CERTIFICATE_ID
       AND cac.CA_ID = ca.ID
  GROUP BY ca.ID
  ) sub
 WHERE sub.name ILIKE '%Amazon%' OR sub.name ILIKE '%CloudFlare%' AND sub.owner = 'DigiCert';

The number I get from running that query is 104,316,112, which should be subtracted from DigiCert s total issuance figures to get a more accurate view of what DigiCert s regular customers do with their private keys. When I do this, the compromise rates table, sorted by the compromise rate, looks like this:

Issuer	Issuance Volume	Compromised Count	Compromise Rate
Entrust	23,166	3	1 in 7,722
GlobalSign	1,438,485	46	1 in 31,271
SSL.com	171,816	1	1 in 171,816
GoDaddy	56,121,429	141	1 in 398,024
"Regular" DigiCert	40,397,363	81	1 in 498,732
Sectigo	88,323,068	170	1 in 519,547
All DigiCert	144,713,475	81	1 in 1,786,586
ISRG (Let's Encrypt)	315,476,402	161	1 in 1,959,480

In short, it appears that DigiCert s regular customers are just as likely as GoDaddy or Sectigo customers to expose their private keys.

What Does It All Mean? The takeaway from all this is fairly straightforward, and not overly surprising, I believe.

The less humans have to do with certificate issuance, the less likely they are to compromise that certificate by exposing the private key. While it may not be surprising, it is nice to have some empirical evidence to back up the common wisdom. Fully-managed TLS providers, such as CloudFlare, AWS Certificate Manager, and whatever Azure s thing is called, is the platonic ideal of this principle: never give humans any opportunity to expose a private key. I m not saying you should use one of these providers, but the security approach they have adopted appears to be the optimal one, and should be emulated universally. The ACME protocol is the next best, in that there are a variety of standardised tools widely available that allow humans to take themselves out of the loop, but it s still possible for humans to handle (and mistakenly expose) key material if they try hard enough. Legacy issuance methods, which either cannot be automated, or require custom, per-provider automation to be developed, appear to be at least four times less helpful to the goal of avoiding compromise of the private key associated with a certificate.

Humans Are, Of Course, The Problem

No thanks, Bender, I'm busy tonight

This observation that if you don t let humans near keys, they don t get leaked is further supported by considering the biggest issuers by volume who have not issued any certificates whose keys have been compromised: Google Trust Services (fourth largest issuer overall, with 57,084,529 unexpired precertificates), and Microsoft Corporation (sixth largest issuer overall, with 22,852,468 unexpired precertificates). It appears that somewhere between most and basically all of the certificates these organisations issue are to customers of their public clouds, and my understanding is that the keys for these certificates are managed in same manner as CloudFlare and AWS the keys are locked away where humans can t get to them. It should, of course, go without saying that if a human can never have access to a private key, it makes it rather difficult for a human to expose it. More broadly, if you are building something that handles sensitive or secret data, the more you can do to keep humans out of the loop, the better everything will be.

Your Support is Appreciated If you d like to see more analysis of how key compromise happens, and the lessons we can learn from examining billions of certificates, please show your support by buying me a refreshing beverage. Trawling CT logs is thirsty work.

Appendix: Methodology Limitations In the interests of clarity, I feel it s important to describe ways in which my research might be flawed. Here are the things I know of that may have impacted the accuracy, that I couldn t feasibly account for.

• Time Periods: Because time never stops, there is likely to be some slight mismatches in the numbers obtained from the various data sources, because they weren t collected at exactly the same moment.
• Issuer-to-Organisation Mapping: It s possible that the way I mapped issuers to organisations doesn t match exactly with how crt.sh does it, meaning that counts might be skewed. I tried to minimise that by using the same data sources (the CCADB AllCertificates report) that I believe that crt.sh uses for its mapping, but I cannot be certain of a perfect match.
• Unwarranted Grouping: I ve drawn some conclusions about the practices of the various organisations based on their general approach to certificate issuance. If a particular subordinate CA that I ve grouped into the parent organisation is managed in some unusual way, that might cause my conclusions to be erroneous. I was able to fairly easily separate out CloudFlare, AWS, and Azure, but there are almost certainly others that I didn t spot, because hoo boy there are a lot of intermediate CAs out there.

Review: Bluebird, by Ciel Pierlot

Publisher:	Angry Robot
Copyright:	2022
ISBN:	0-85766-967-2
Format:	Kindle
Pages:	458

Bluebird is a stand-alone far-future science fiction adventure. Ten thousand years ago, a star fell into the galaxy carrying three factions of humanity. The Ascetics, the Ossuary, and the Pyrites each believe that only their god survived and the other two factions are heretics. Between them, they have conquered the rest of the galaxy and its non-human species. The only thing the factions hate worse than each other are those who attempt to stay outside the faction system. Rig used to be a Pyrite weapon designer before she set fire to her office and escaped with her greatest invention. Now she's a Nightbird, a member of an outlaw band that tries to help refugees and protect her fellow Kashrini against Pyrite genocide. On her side, she has her girlfriend, an Ascetic librarian; her ship, Bluebird; and her guns, Panache and Pizzazz. And now, perhaps, the mysterious Ginka, a Zazra empath and remarkably capable fighter who helps Rig escape from an ambush by Pyrite soldiers. Rig wants to stay alive, help her people, and defy the factions. Pyrite wants Rig's secrets and, as leverage, has her sister. What Ginka wants is not entirely clear even to Ginka. This book is absurd, but I still had fun with it. It's dangerous for me to compare things to anime given how little anime that I've watched, but Bluebird had that vibe for me: anime, or maybe Japanese RPGs or superhero comics. The storytelling is very visual, combat-oriented, and not particularly realistic. Rig is a pistol sharpshooter and Ginka is the type of undefined deadly acrobatic fighter so often seen in that type of media. In addition to her ship, Rig has a gorgeous hand-maintained racing hoverbike with a beautiful paint job. It's that sort of book. It's also the sort of book where the characters obey cinematic logic designed to maximize dramatic physical confrontations, even if their actions make no logical sense. There is no facial recognition or screening, and it's bizarrely easy for the protagonists to end up in same physical location as high-up bad guys. One of the weapon systems that's critical to the plot makes no sense whatsoever. At critical moments, the bad guys behave more like final bosses in a video game, picking up weapons to deal with the protagonists directly instead of using their supposedly vast armies of agents. There is supposedly a whole galaxy full of civilizations with capital worlds covered in planet-spanning cities, but politics barely exist and the faction leaders get directly involved in the plot. If you are looking for a realistic projection of technology or society, I cannot stress enough that this is not the book that you're looking for. You probably figured that out when I mentioned ten thousand years of war, but that will only be the beginning of the suspension of disbelief problems. You need to turn off your brain and enjoy the action sequences and melodrama. I'm normally good at that, and I admit I still struggled because the plot logic is such a mismatch with the typical novels I read. There are several points where the characters do something that seems so monumentally dumb that I was sure Pierlot was setting them up for a fall, and then I got wrong-footed because their plan worked fine, or exploded for unrelated reasons. I think this type of story, heavy on dramatic eye-candy and emotional moments with swelling soundtracks, is a lot easier to pull off in visual media where all the pretty pictures distract your brain. In a novel, there's a lot of time to think about the strategy, technology, and government structure, which for this book is not a good idea. If you can get past that, though, Rig is entertainingly snarky and Ginka, who turns out to be the emotional heart of the book, is an enjoyable character with a real growth arc. Her background is a bit simplistic and the villains are the sort of pure evil that you might expect from this type of cinematic plot, but I cared about the outcome of her story. Some parts of the plot dragged and I think the editing could have been tighter, but there was enough competence porn and banter to pull me through. I would recommend Bluebird only cautiously, since you're going to need to turn off large portions of your brain and be in the right mood for nonsensically dramatic confrontations, but I don't regret reading it. It's mostly in primary colors and the emotional conflicts are not what anyone would call subtle, but it delivers a character arc and a somewhat satisfying ending. Content warning: There is a lot of serious physical injury in this book, including surgical maiming. If that's going to bother you, you may want to give this one a pass. Rating: 6 out of 10

Using NetworkManager and systemd-resolved together in Debian bookworm does not work out of the box. The first sign of trouble was these constant messages in my logs:

avahi-daemon[pid]: Host name conflict, retrying with hostname-2

Then I realized that CUPS printer discovery didn't work: my network printer could not be found. Since this discovery now relies on Multicast DNS, it would make sense that both problems are related to an incompatibility between NetworkManager and Avahi.

What didn't work The first attempt I made at fixing this was to look for known bugs in Avahi. Neither of the work-arounds I found worked:

• the one proposed in https://github.com/avahi/avahi/issues/117#issuecomment-1651475104:

    [publish]
    publish-aaaa-on-ipv4=no
    publish-a-on-ipv6=no
  

• nor the one proposed in https://github.com/avahi/avahi/issues/117#issuecomment-442201162:

    [server]
    cache-entries-max=0
  

What worked The real problem turned out to be the fact that NetworkManager turns on full mDNS support in systemd-resolved which conflicts with the mDNS support in avahi-daemon. You can see this in the output of resolvectl status:

Global
       Protocols: -LLMNR +mDNS -DNSOverTLS DNSSEC=no/unsupported
resolv.conf mode: stub
Link 2 (enp6s0)
    Current Scopes: DNS mDNS/IPv4 mDNS/IPv6
         Protocols: +DefaultRoute -LLMNR +mDNS -DNSOverTLS
                    DNSSEC=no/unsupported
Current DNS Server: 192.168.1.1
       DNS Servers: 192.168.1.1
        DNS Domain: lan

which includes +mDNS for the main network adapter. I initially thought that I could just uninstall avahi-daemon and rely on the systemd-resolved mDNS stack, but it's not actually compatible with CUPS. The solution was to tell NetworkManager to set mDNS to resolve-only mode in systemd-resolved by adding the following to /etc/NetworkManager/conf.d/mdns.conf:

[connection]
connection.mdns=1

leaving /etc/avahi/avahi-daemon.conf to the default Debian configuration.

Verifying the configuration After rebooting, resolvectl status now shows the following:

Global
       Protocols: -LLMNR +mDNS -DNSOverTLS DNSSEC=no/unsupported
resolv.conf mode: stub
Link 2 (enp6s0)
    Current Scopes: DNS mDNS/IPv4 mDNS/IPv6
         Protocols: +DefaultRoute -LLMNR mDNS=resolve -DNSOverTLS
                    DNSSEC=no/unsupported
Current DNS Server: 192.168.1.1
       DNS Servers: 192.168.1.1
        DNS Domain: lan

Avahi finally sees my printer (called hp in the output below):

$ avahi-browse -at   grep Printer
+ enp6s0 IPv6 hp @ myprintserver   Secure Internet Printer local
+ enp6s0 IPv4 hp @ myprintserver   Secure Internet Printer local
+ enp6s0 IPv6 hp @ myprintserver   Internet Printer        local
+ enp6s0 IPv4 hp @ myprintserver   Internet Printer        local
+ enp6s0 IPv6 hp @ myprintserver   UNIX Printer            local
+ enp6s0 IPv4 hp @ myprintserver   UNIX Printer            local

and so does CUPS:

$ sudo lpinfo --include-schemes dnssd -v
network dnssd://myprintserver%20%40%20hp._ipp._tcp.local/cups?uuid=d46942a2-b730-11ee-b05c-a75251a34287

Firewall rules Since printer discovery in CUPS relies on mDNS, another thing to double-check is that the correct ports are open on the firewall. This is what I have in /etc/network/iptables.up.rules:

# Allow mDNS for local service discovery
-A INPUT -d 100.64.0.0/10 -p udp --dport 5353 -j ACCEPT
-A INPUT -d 192.168.1.0/24 -p udp --dport 5353 -j ACCEPT

and in etc/network/ip6tables.up.rules:

# Allow mDNS for local service discovery
-A INPUT -d ff02::/16 -p udp --dport 5353 -j ACCEPT

I Just bought a LicheePi 4A RISC-V embedded computer (like a RaspberryPi but with a RISC-V CPU) for $322.68 from Aliexpress (the official site for buying LicheePi devices). Here is the Sipheed web page about it and their other recent offerings [1]. I got the version with 16G of RAM and 128G of storage, I probably don t need that much storage (I can use NFS or USB) but 16G of RAM is good for VMs. Here is the Wiki about this board [2]. Configuration When you get one of these devices you should make setting up ssh server your first priority. I found the HDMI output to be very unreliable. The first monitor I tried was a Samsung 4K monitor dating from when 4K was a new thing, the LicheePi initially refused to operate at a resolution higher than 1024*768 but later on switched to 4K resolution when resuming from screen-blank for no apparent reason (and the window manager didn t support this properly). On the Dell 4K monitor I use on my main workstation it sometimes refused to talk to it and occasionally worked. I got it running at 1920*1080 without problems and then switched it to 4K and it lost video sync and never talked to that monitor again. On my Desklab portabable 4K monitor I got it to display in 4K resolution but only the top left 1/4 of the screen displayed. The issues with HDMI monitor support greatly limit the immediate potential for using this as a workstation. It doesn t make it impossible but would be fiddly at best. It s quite likely that a future OS update will fix this. But at the moment it s best used as a server. The LicheePi has a custom Linux distribution based on Ubuntu so you want too put something like the following in /etc/network/interfaces to make it automatically connect to the ethernet when plugged in:

auto end0
iface end0 inet dhcp

Then to get sshd to start you have to run the following commands to generate ssh host keys that aren t zero bytes long:

rm /etc/ssh/ssh_host_*
systemctl restart ssh.service

It appears to have wifi hardware but the OS doesn t recognise it. This isn t a priority for me as I mostly want to use it as a server. Performance For the first test of performance I created a 100MB file from /dev/urandom and then tried compressing it on various systems. With zstd -9 it took 16.893 user seconds on the LicheePi4A, 0.428s on my Thinkpad X1 Carbon Gen5 with a i5-6300U CPU (Debian/Unstable), 1.288s on my E5-2696 v3 workstation (Debian/Bookworm), 0.467s on the E5-2696 v3 running Debian/Unstable, 2.067s on a E3-1271 v3 server, and 7.179s on the E3-1271 v3 system emulating a RISC-V system via QEMU running Debian/Unstable. It s very impressive that the QEMU emulation is fast enough that emulating a different CPU architecture is only 3.5* slower for this test (or maybe 10* slower if it was running Debian/Unstable on the AMD64 code)! The emulated RISC-V is also more than twice as fast as real RISC-V hardware and probably of comparable speed to real RISC-V hardware when running the same versions (and might be slightly slower if running the same version of zstd) which is a tribute to the quality of emulation. One performance issue that most people don t notice is the time taken to negotiate ssh sessions. It s usually not noticed because the common CPUs have got faster at about the same rate as the algorithms for encryption and authentication have become more complex. On my i5-6300U laptop it takes 0m0.384s to run ssh -i ~/.ssh/id_ed25519 localhost id with the below server settings (taken from advice on ssh-audit.com [3] for a secure ssh configuration). On the E3-1271 v3 server it is 0.336s, on the QMU system it is 28.022s, and on the LicheePi it is 0.592s. By this metric the LicheePi is about 80% slower than decent x86 systems and the QEMU emulation of RISC-V is 73* slower than the x86 system it runs on. Does crypto depend on instructions that are difficult to emulate?

HostKey /etc/ssh/ssh_host_ed25519_key
KexAlgorithms -ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256
MACs -umac-64-etm@openssh.com,hmac-sha1-etm@openssh.com,umac-64@openssh.com,umac-128@openssh.com,hmac-sha2-256,hmac-sha2-512,hmac-sha1

I haven t yet tested the performance of Ethernet (what routing speed can you get through the 2 gigabit ports?), emmc storage, and USB. At the moment I ve been focused on using RISC-V as a test and development platform. My conclusion is that I m glad I don t plan to compile many kernels or anything large like LibreOffice. But that for typical development that I do it will be quite adequate. The speed of Chromium seems adequate in basic tests, but the video output hasn t worked reliably enough to do advanced tests. Hardware Features Having two Gigabit Ethernet ports, 4 USB-3 ports, and Wifi on board gives some great options for using this as a router. It s disappointing that they didn t go with 2.5Gbit as everyone seems to be doing that nowadays but Gigabit is enough for most things. Having only a single HDMI port and not supporting USB-C docks (the USB-C port appears to be power only) limits what can be done for workstation use and for controlling displays. I know of people using small ARM computers attached to the back of large TVs for advertising purposes and that isn t going to be a great option for this. The CPU and RAM apparently uses a lot of power (which is relative the entire system draws up to 2A at 5V so the CPU would be something below 5W). To get this working a cooling fan has to be stuck to the CPU and RAM chips via a layer of thermal stuff that resembles a fine sheet of blu-tack in both color and stickyness. I am disappointed that there isn t any more solid form of construction, to mount this on a wall or ceiling some extra hardware would be needed to secure this. Also if they just had a really big copper heatsink I think that would be better. 80386 CPUs with similar TDP were able to run without a fan. I wonder how things would work with all USB ports in use. It s expected that a USB port can supply a minimum of 2.5W which means that all the ports could require 10W if they were active. Presumably something significantly less than 5W is available for the USB ports. Other Devices Sipheed has a range of other devices in the works. They currently sell the LicheeCluster4A which support 7 compute modules for a cluster in a box. This has some interesting potential for testing and demonstrating cluster software but you could probably buy an AMD64 system with more compute power for less money. The Lichee Console 4A is a tiny laptop which could be useful for people who like the 7 laptop form factor, unfortunately it only has a 1280*800 display if it had the same resolution display as a typical 7 phone I would have bought one. The next device that appeals to me is the soon to be released Lichee Pad 4A which is a 10.1 tablet with 1920*1200 display, Wifi6, Bluetooth 5.4, and 16G of RAM. It also has 1 USB-C connection, 2*USB-3 sockets, and support for an external card with 2*Gigabit ethernet. It s a tablet as a laptop without keyboard instead of the more common larger phone design model. They are also about to release the LicheePadMax4A which is similar to the other tablet but with a 14 2240*1400 display and which ships with a keyboard to make it essentially a laptop with detachable keyboard. Conclusion At this time I wouldn t recommend that this device be used as a workstation or laptop, although the people who want to do such things will probably do it anyway regardless of my recommendations. I think it will be very useful as a test system for RISC-V development. I have some friends who are interested in this sort of thing and I can give them VMs. It is a bit expensive. The Sipheed web site boasts about the LicheePi4 being faster than the RaspberryPi4, but it s not a lot faster and the RaspberryPi4 is much cheaper ($127 or $129 for one with 8G of RAM). The RaspberryPi4 has two HDMI ports but a limit of 8G of RAM while the LicheePi has up to 16G of RAM and two Gigabit Ethernet ports but only a single HDMI port. It seems that the RaspberryPi4 might win if you want a cheap low power desktop system. At this time I think the reason for this device is testing out RISC-V as an alternative to the AMD64 and ARM64 architectures. An open CPU architecture goes well with free software, but it isn t just people who are into FOSS who are testing such things. I know some corporations are trying out RISC-V as a way of getting other options for embedded systems that don t involve paying monopolists. The Lichee Console 4A is probably a usable tiny laptop if the resolution is sufficient for your needs. As an aside I predict that the tiny laptop or pocket computer segment will take off in the near future. There are some AMD64 systems the size of a phone but thicker that run Windows and go for reasonable prices on AliExpress. Hopefully in the near future this device will have better video drivers and be usable as a small and quiet workstation. I won t rule out the possibility of making this my main workstation in the not too distant future, all it needs is reliable 4K display and the ability to decode 4K video. It s performance for web browsing and as an ssh client seems adequate, and that s what matters for my workstation use. But for the moment it s just for server use.

• [1] https://sipeed.com/licheepi4a
• [2] https://wiki.sipeed.com/hardware/en/lichee/th1520/lp4a.html
• [3] https://www.ssh-audit.com/

Review: The Afterward, by E.K. Johnston

Publisher:	Dutton Books
Copyright:	February 2019
Printing:	2020
ISBN:	0-7352-3190-7
Format:	Kindle
Pages:	339

The Afterward is a standalone young adult high fantasy with a substantial romance component. The title is not misspelled. Sir Erris and her six companions, matching the number of the new gods, were successful in their quest for the godsgem. They defeated the Old God and destroyed Him forever, freeing King Dorrenta from his ensorcellment, and returned in triumph to Cadrium to live happily ever after. Or so the story goes. Sir Erris and three of the companions are knights. Another companion is the best mage in the kingdom. Kalanthe Ironheart, who distracted the Old God at a critical moment and allowed Sir Erris to strike, is only an apprentice due to her age, but surely will become a great knight. And then there is Olsa Rhetsdaughter, the lowborn thief, now somewhat mockingly called Thief of the Realm for all the good that does her. The reward was enough for her to buy her freedom from the Thief's Court. It was not enough to pay for food after that, or enough for her to change her profession, and the Thief's Court no longer has any incentive to give her easy (or survivable) assignments. Kalanthe is in a considerably better position, but she still needs a good marriage. Her reward paid off half of her debt, which broadens her options, but she's still a debt-knight, liable for the full cost of her training once she reaches the age of nineteen. She's mostly made her peace with the decisions she made given her family's modest means, but marriages of that type are usually for heirs, and Kalanthe is not looking forward to bearing a child. Or, for that matter, sleeping with a man. Olsa and Kalanthe fell in love during the Quest. Given Kalanthe's debt and the way it must be paid, and her iron-willed determination to keep vows, neither of them expected their relationship to survive the end of the Quest. Both of them wish that it had. The hook is that this novel picks up after the epic fantasy quest is over and everyone went home. This is not an entirely correct synopsis; chapters of The Afterward alternate between "After" and "Before" (and one chapter delightfully titled "More or less the exact moment of"), and by the end of the book we get much of the story of the Quest. It's not told from the perspective of the lead heroes, though; it's told by following Kalanthe and Olsa, who would be firmly relegated to supporting characters in a typical high fantasy. And it's largely told through the lens of their romance. This is not the best fantasy novel I've read, but I had a fun time with it. I am now curious about the intended audience and marketing, though. It was published by a YA imprint, and both the ages of the main characters and the general theme of late teenagers trying to chart a course in an adult world match that niche. But it's also clearly intended for readers who have read enough epic fantasy quests that they will both be amused by the homage and not care that the story elides a lot of the typical details. Anyone who read David Eddings at an impressionable age will enjoy the way Johnston pokes gentle fun at The Belgariad (this book is dedicated to David and Leigh Eddings), but surely the typical reader of YA fantasy these days isn't also reading Eddings. I'm therefore not quite sure who this book was for, but apparently that group included me. Johnston thankfully is not on board with the less savory parts of Eddings's writing, as you might have guessed from the sapphic romance. There is no obnoxious gender essentialism here, although there do appear to be gender roles that I never quite figured out. Knights are referred to as sir, but all of the knights in this story are women. Men still seem to run a lot of things (kingdoms, estates, mage colleges), but apart from the mage, everyone on the Quest was female, and there seems to be an expectation that women go out into the world and have adventures while men stay home. I'm not sure if there was an underlying system that escaped me, or if Johnston just mixed things up for the hell of it. (If the latter, I approve.) This book does suffer a bit from addressing some current-day representation issues without managing to fold them naturally into the story or setting. One of the Quest knights is transgender, something that's revealed in a awkward couple of paragraphs and then never mentioned again. Two of the characters have a painfully earnest conversation about the word "bisexual," complete with a strained attempt at in-universe etymology. Racial diversity (Olsa is black, and Kalanthe is also not white) seemed to be handled a bit better, although I am not the reader to notice if the discussions of hair maintenance were similarly awkward. This is way better than no representation and default-white characters, to be clear, but it felt a bit shoehorned in at times and could have used some more polish. These are quibbles, though. Olsa was the heart of the book for me, and is exactly the sort of character I like to read about. Kalanthe is pure stubborn paladin, but I liked her more and more as the story continued. She provides a good counterbalance to Olsa's natural chaos. I do wish Olsa had more opportunities to show her own competence (she's not a very good thief, she's just the thief that Sir Erris happened to know), but the climax of the story was satisfying. My main grumble is that I badly wanted to dwell on the happily-ever-after for at least another chapter, ideally two. Johnston was done with the story before I was. The writing was serviceable but not great and there are some bits that I don't think would stand up to a strong poke, but the characters carried the story for me. Recommended if you'd like some sapphic romance and lightweight class analysis complicating your Eddings-style quest fantasy. Rating: 7 out of 10

Review: A Study in Scarlet, by Arthur Conan Doyle

Series:	Sherlock Holmes #1
Publisher:	AmazonClassics
Copyright:	1887
Printing:	February 2018
ISBN:	1-5039-5525-7
Format:	Kindle
Pages:	159

A Study in Scarlet is the short mystery novel (probably a novella, although I didn't count words) that introduced the world to Sherlock Holmes. I'm going to invoke the 100-year-rule and discuss the plot of this book rather freely on the grounds that even someone who (like me prior to a few days ago) has not yet read it is probably not that invested in avoiding all spoilers. If you do want to remain entirely unspoiled, exercise caution before reading on. I had somehow managed to avoid ever reading anything by Arthur Conan Doyle, not even a short story. I therefore couldn't be sure that some of the assertions I was making in my review of A Study in Honor were correct. Since A Study in Scarlet would be quick to read, I decided on a whim to do a bit of research and grab a free copy of the first Holmes novel. Holmes is such a part of English-speaking culture that I thought I had a pretty good idea of what to expect. This was largely true, but cultural osmosis had somehow not prepared me for the surprise Mormons. A Study in Scarlet establishes the basic parameters of a Holmes story: Dr. James Watson as narrator, the apartment he shares with Holmes at 221B Baker Street, the Baker Street Irregulars, Holmes's competition with police detectives, and his penchant for making leaps of logical deduction from subtle clues. The story opens with Watson meeting Holmes, agreeing to split the rent of a flat, and being baffled by the apparent randomness of Holmes's fields of study before Holmes reveals he's a consulting detective. The first case is a murder: a man is found dead in an abandoned house, without a mark on him although there are blood splatters on the walls and the word "RACHE" written in blood. Since my only prior exposure to Holmes was from cultural references and a few TV adaptations, there were a few things that surprised me. One is that Holmes is voluble and animated rather than aloof. Doyle is clearly going for passionate eccentric rather than calculating mastermind. Another is that he is intentionally and unabashedly ignorant on any topic not related to solving mysteries.

My surprise reached a climax, however, when I found incidentally that he was ignorant of the Copernican Theory and of the composition of the Solar System. That any civilized human being in this nineteenth century should not be aware that the earth travelled round the sun appeared to be to me such an extraordinary fact that I could hardly realize it. "You appear to be astonished," he said, smiling at my expression of surprise. "Now that I do know it I shall do my best to forget it." "To forget it!" "You see," he explained, "I consider that a man's brain originally is like a little empty attic, and you have to stock it with such furniture as you chose. A fool takes in all the lumber of every sort that he comes across, so that the knowledge which might be useful to him gets crowded out, or at best is jumbled up with a lot of other things so that he has a difficulty in laying his hands upon it. Now the skilful workman is very careful indeed as to what he takes into his brain-attic. He will have nothing but the tools which may help him in doing his work, but of these he has a large assortment, and all in the most perfect order. It is a mistake to think that that little room has elastic walls and can distend to any extent. Depend upon it there comes a time when for every addition of knowledge you forget something that you knew before. It is of the highest importance, therefore, not to have useless facts elbowing out the useful ones."

This is directly contrary to my expectation that the best way to make leaps of deduction is to know something about a huge range of topics so that one can draw unexpected connections, particularly given the puzzle-box construction and odd details so beloved in classic mysteries. I'm now curious if Doyle stuck with this conception, and if there were any later mysteries that involved astronomy. Speaking of classic mysteries, A Study in Scarlet isn't quite one, although one can see the shape of the genre to come. Doyle does not "play fair" by the rules that have not yet been invented. Holmes at most points knows considerably more than the reader, including bits of evidence that are not described until Holmes describes them and research that Holmes does off-camera and only reveals when he wants to be dramatic. This is not the sort of story where the reader is encouraged to try to figure out the mystery before the detective. Rather, what Doyle seems to be aiming for, and what Watson attempts (unsuccessfully) as the reader surrogate, is slightly different: once Holmes makes one of his grand assertions, the reader is encouraged to guess what Holmes might have done to arrive at that conclusion. Doyle seems to want the reader to guess technique rather than outcome, while providing only vague clues in general descriptions of Holmes's behavior at a crime scene. The structure of this story is quite odd. The first part is roughly what you would expect: first-person narration from Watson, supposedly taken from his journals but not at all in the style of a journal and explicitly written for an audience. Part one concludes with Holmes capturing and dramatically announcing the name of the killer, who the reader has never heard of before. Part two then opens with... a western?

In the central portion of the great North American Continent there lies an arid and repulsive desert, which for many a long year served as a barrier against the advance of civilization. From the Sierra Nevada to Nebraska, and from the Yellowstone River in the north to the Colorado upon the south, is a region of desolation and silence. Nor is Nature always in one mood throughout the grim district. It comprises snow-capped and lofty mountains, and dark and gloomy valleys. There are swift-flowing rivers which dash through jagged ca ons; and there are enormous plains, which in winter are white with snow, and in summer are grey with the saline alkali dust. They all preserve, however, the common characteristics of barrenness, inhospitality, and misery.

First, I have issues with the geography. That region contains some of the most beautiful areas on earth, and while a lot of that region is arid, describing it primarily as a repulsive desert is a bit much. Doyle's boundaries and distances are also confusing: the Yellowstone is a northeast-flowing river with its source in Wyoming, so the area between it and the Colorado does not extend to the Sierra Nevadas (or even to Utah), and it's not entirely clear to me that he realizes Nevada exists. This is probably what it's like for people who live anywhere else in the world when US authors write about their country. But second, there's no Holmes, no Watson, and not even the pretense of a transition from the detective novel that we were just reading. Doyle just launches into a random western with an omniscient narrator. It features a lean, grizzled man and an adorable child that he adopts and raises into a beautiful free spirit, who then falls in love with a wild gold-rush adventurer. This was written about 15 years before the first critically recognized western novel, so I can't blame Doyle for all the cliches here, but to a modern reader all of these characters are straight from central casting. Well, except for the villains, who are the Mormons. By that, I don't mean that the villains are Mormon. I mean Brigham Young is the on-page villain, plotting against the hero to force his adopted daughter into a Mormon harem (to use the word that Doyle uses repeatedly) and ruling Salt Lake City with an iron hand, border guards with passwords (?!), and secret police. This part of the book was wild. I was laughing out-loud at the sheer malevolent absurdity of the thirty-day countdown to marriage, which I doubt was the intended effect. We do eventually learn that this is the backstory of the murder, but we don't return to Watson and Holmes for multiple chapters. Which leads me to the other thing that surprised me: Doyle lays out this backstory, but then never has his characters comment directly on the morality of it, only the spectacle. Holmes cares only for the intellectual challenge (and for who gets credit), and Doyle sets things up so that the reader need not concern themselves with aftermath, punishment, or anything of that sort. I probably shouldn't have been surprised this does fit with the Holmes stereotype but I'm used to modern fiction where there is usually at least some effort to pass judgment on the events of the story. Doyle draws very clear villains, but is utterly silent on whether the murder is justified. Given its status in the history of literature, I'm not sorry to have read this book, but I didn't particularly enjoy it. It is very much of its time: everyone's moral character is linked directly to their physical appearance, and Doyle uses the occasional racial stereotype without a second thought. Prevailing writing styles have changed, so the prose feels long-winded and breathless. The rivalry between Holmes and the police detectives is tedious and annoying. I also find it hard to read novels from before the general absorption of techniques of emotional realism and interiority into all genres. The characters in A Study in Scarlet felt more like cartoon characters than fully-realized human beings. I have no strong opinion about the objective merits of this book in the context of its time other than to note that the sudden inserted western felt very weird. My understanding is that this is not considered one of the better Holmes stories, and Holmes gets some deeper characterization later on. Maybe I'll try another of Doyle's works someday, but for now my curiosity has been sated. Followed by The Sign of the Four. Rating: 4 out of 10

Review: A Study in Honor, by Claire O'Dell

Series:	Janet Watson Chronicles #1
Publisher:	Harper Voyager
Copyright:	July 2018
ISBN:	0-06-269932-6
Format:	Kindle
Pages:	295

A Study in Honor is a near-future science fiction novel by Claire O'Dell, a pen name for Beth Bernobich. You will see some assertions, including by the Lambda Literary Award judges, that it is a mystery novel. There is a mystery, but... well, more on that in a moment. Janet Watson was an Army surgeon in the Second US Civil War when New Confederacy troops overran the lines in Alton, Illinois. Watson lost her left arm to enemy fire. As this book opens, she is returning to Washington, D.C. with a medical discharge, PTSD, and a field replacement artificial arm scavenged from a dead soldier. It works, sort of, mostly, despite being mismatched to her arm and old in both technology and previous wear. It does not work well enough for her to resume her career as a surgeon. Watson's plan is to request a better artificial arm from the VA (the United States Department of Veterans Affairs, which among other things is responsible for the medical care of wounded veterans). That plan meets a wall of unyielding and uninterested bureaucracy. She has a pension, but it's barely enough for cheap lodging. A lifeline comes in the form of a chance encounter with a former assistant in the Army, who has a difficult friend looking to split the cost of an apartment. The name of that friend is Sara Holmes. At this point, you know what to expect. This is clearly one of the many respinnings of Arthur Conan Doyle. This time, the setting is in the future and Watson and Holmes are both black women, but the other elements of the setup are familiar: the immediate deduction that Watson came from the front, the shared rooms (2809 Q Street this time, sacrificing homage for the accuracy of a real address), Holmes's tendency to play an instrument (this time the piano), and even the title of this book, which is an obvious echo of the title of the first Holmes novel, A Study in Scarlet. Except that's not what you'll get. There are a lot of parallels and references here, but this is not a Holmes-style detective novel. First, it's only arguably a detective novel at all. There is a mystery, which starts with a patient Watson sees in her fallback job as a medical tech in the VA hospital and escalates to a physical attack, but that doesn't start until a third of the way into the book. It certainly is not solved through minute clues and leaps of deduction; instead, that part of the plot has the shape of a thriller rather than a classic mystery. There is a good argument that the thriller is the modern mystery novel, so I don't want to overstate my case, but I think someone who came to this book wanting a Doyle-style mystery would be disappointed. Second, the mystery is not the heart of this book. Watson is. She, like Doyle's Watson, is the first-person narrator, but she is far more present in the book. I have no idea how accurate O'Dell's portrayal of Watson's PTSD is, but it was certainly compelling and engrossing reading. Her fight for basic dignity and her rage at the surface respect and underlying disinterested hostility of the bureaucratic war machinery is what kept me turning the pages. The mystery plot is an outgrowth of that and felt more like a case study than the motivating thread of the plot. And third, Sara Holmes... well, I hesitate to say definitively that she's not Sherlock Holmes. There have been so many versions of Holmes over the years, even apart from the degree to which a black woman would necessarily not be like Doyle's character. But she did not remind me of Sherlock Holmes. She reminded me of a cross between James Bond and a high fae. This sounds like a criticism. It very much is not. I found this high elf spy character far more interesting than I have ever found Sherlock Holmes. But here again, if you came into this book hoping for a Holmes-style master detective, I fear you may be wrong-footed. The James Bond parts will be obvious when you get there and aren't the most interesting (and thankfully the misogyny is entirely absent). The part I found more fascinating is the way O'Dell sets Holmes apart by making her fae rather than insufferable. She projects effortless elegance, appears and disappears on a mysterious schedule of her own, thinks nothing of reading her roommate's diary, leaves meticulously arranged gifts, and even bargains with Watson for answers to precisely three questions. The reader does learn some mundane explanations for some of this behavior, but to be honest I found them somewhat of a letdown. Sara Holmes is at her best as a character when she tacks her own mysterious path through a rather grim world of exhausted war, penny-pinching bureaucracy, and despair, pursuing an unexplained agenda of her own while showing odd but unmistakable signs of friendship and care. This is not a romance, at least in this book. It is instead a slowly-developing friendship between two extremely different people, one that I thoroughly enjoyed. I do have a couple of caveats about this book. The first is that the future US in which it is set is almost pure Twitter doomcasting. Trump's election sparked a long slide into fascism, and when that was arrested by the election of a progressive candidate backed by a fragile coalition, Midwestern red states seceded to form the New Confederacy and start a second civil war that has dragged on for nearly eight years. It's a very specific mainstream liberal dystopian scenario that I've seen so many times it felt like a cliche even though I don't remember seeing it in a book before. This type of future projection of current fears is of course not new for science fiction; Cold War nuclear war novels are probably innumerable. But I had questions, such as how a sparsely-populated, largely non-industrial, and entirely landlocked set of breakaway states could maintain a war footing for eight years. Despite some hand-waving about covert support, those questions are not really answered here. The second problem is that the ending of this book kind of falls apart. The climax of the mystery investigation is unsatisfyingly straightforward, and the resulting revelation is a hoary cliche. Maybe I'm just complaining about the banality of evil, but if I'd been engrossed in this book for the thriller plot, I think I would have been annoyed. I wasn't, though; I was here for the characters, for Watson's PTSD and dogged determination, for Sara's strangeness, and particularly for the growing improbable friendship between two women with extremely different life experiences, emotions, and outlooks. That part was great, regardless of the ending. Do not pick this book up because you want a satisfying deductive mystery with bumbling police and a blizzard of apparently inconsequential clues. That is not at all what's happening here. But this was great on its own terms, and I will be reading the sequel shortly. Recommended, although if you are very online expect to do a bit of eye-rolling at the setting. Followed by The Hound of Justice, but the sequel is not required. This book reaches a satisfying conclusion of its own. Rating: 8 out of 10

The twentieth release of littler as a CRAN package landed a few minutes ago, following in the now seventeen year history (!!) as a package started by Jeff in 2006, and joined by me a few weeks later. littler is the first command-line interface for R as it predates Rscript. It allows for piping as well for shebang scripting via #!, uses command-line arguments more consistently and still starts faster. It also always loaded the methods package which Rscript only began to do in recent years. littler lives on Linux and Unix, has its difficulties on macOS due to yet-another-braindeadedness there (who ever thought case-insensitive filesystems as a default were a good idea?) and simply does not exist on Windows (yet the build system could be extended see RInside for an existence proof, and volunteers are welcome!). See the FAQ vignette on how to add it to your PATH. A few examples are highlighted at the Github repo:, as well as in the examples vignette. This release contains a fair number of small changes and improvements to some of the example scripts is run daily. The full change description follows.

Changes in littler version 0.3.19 (2023-12-17)

• Changes in examples scripts
  • The help or usage text display for r2u.r, ttt.r, check.r has been improved, expanded or corrected, respectively
  • installDeps.r has a new argument for dependency selection
  • An initial 'single test file' runner tttf.r has been added
  • r2u.r has two new options for setting / varying the Debian build version of package that is built, and one for BioConductor builds, one for a 'dry run' build, and a new --compile option
  • installRSPM.r, installPPM.r, installP3M.r have been updates to reflect the name changes
  • installRub.r now understands 'package@universe' too
  • tt.r flips the default of the --effects switch

My CRANberries service provides a comparison to the previous release. Full details for the littler release are provided as usual at the ChangeLog page, and also on the package docs website. The code is available via the GitHub repo, from tarballs and now of course also from its CRAN page and via install.packages("littler"). Binary packages are available directly in Debian as well as (in a day or two) Ubuntu binaries at CRAN thanks to the tireless Michael Rutter. Comments and suggestions are welcome at the GitHub repo. If you like this or other open-source work I do, you can sponsor me at GitHub.

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

A self-help guide for examining and debugging the AMD display driver within the Linux kernel/DRM subsystem. It s based on my experience as an external developer working on the driver, and are shared with the goal of helping others navigate the driver code. Acknowledgments: These tips were gathered thanks to the countless help received from AMD developers during the driver development process. The list below was obtained by examining open source code, reviewing public documentation, playing with tools, asking in public forums and also with the help of my former GSoC mentor, Rodrigo Siqueira.

Pre-Debugging Steps: Before diving into an issue, it s crucial to perform two essential steps: 1) Check the latest changes: Ensure you re working with the latest AMD driver modifications located in the amd-staging-drm-next branch maintained by Alex Deucher. You may also find bug fixes for newer kernel versions on branches that have the name pattern drm-fixes-<date>. 2) Examine the issue tracker: Confirm that your issue isn t already documented and addressed in the AMD display driver issue tracker. If you find a similar issue, you can team up with others and speed up the debugging process.

Understanding the issue: Do you really need to change this? Where should you start looking for changes? 3) Is the issue in the AMD kernel driver or in the userspace?: Identifying the source of the issue is essential regardless of the GPU vendor. Sometimes this can be challenging so here are some helpful tips:

• Record the screen: Capture the screen using a recording app while experiencing the issue. If the bug appears in the capture, it s likely a userspace issue, not the kernel display driver.
• Analyze the dmesg log: Look for error messages related to the display driver in the dmesg log. If the error message appears before the message [drm] Display Core v... , it s not likely a display driver issue. If this message doesn t appear in your log, the display driver wasn t fully loaded and you will see a notification that something went wrong here.

4) AMD Display Manager vs. AMD Display Core: The AMD display driver consists of two components:

• Display Manager (DM): This component interacts directly with the Linux DRM infrastructure. Occasionally, issues can arise from misinterpretations of DRM properties or features. If the issue doesn t occur on other platforms with the same AMD hardware - for example, only happens on Linux but not on Windows - it s more likely related to the AMD DM code.
• Display Core (DC): This is the platform-agnostic part responsible for setting and programming hardware features. Modifications to the DC usually require validation on other platforms, like Windows, to avoid regressions.

5) Identify the DC HW family: Each AMD GPU has variations in its hardware architecture. Features and helpers differ between families, so determining the relevant code for your specific hardware is crucial.

• Find GPU product information in Linux/AMD GPU documentation
• Check the dmesg log for the Display Core version (since this commit in Linux kernel 6.3v). For example:
  • [drm] Display Core v3.2.241 initialized on DCN 2.1
  • [drm] Display Core v3.2.237 initialized on DCN 3.0.1

Investigating the relevant driver code: Keep from letting unrelated driver code to affect your investigation. 6) Narrow the code inspection down to one DC HW family: the relevant code resides in a directory named after the DC number. For example, the DCN 3.0.1 driver code is located at drivers/gpu/drm/amd/display/dc/dcn301. We all know that the AMD s shared code is huge and you can use these boundaries to rule out codes unrelated to your issue. 7) Newer families may inherit code from older ones: you can find dcn301 using code from dcn30, dcn20, dcn10 files. It s crucial to verify which hooks and helpers your driver utilizes to investigate the right portion. You can leverage ftrace for supplemental validation. To give an example, it was useful when I was updating DCN3 color mapping to correctly use their new post-blending color capabilities, such as:

• [PATCH] drm/amd/display: set stream gamut remap matrix to MPC for DCN3+

Additionally, you can use two different HW families to compare behaviours. If you see the issue in one but not in the other, you can compare the code and understand what has changed and if the implementation from a previous family doesn t fit well the new HW resources or design. You can also count on the help of the community on the Linux AMD issue tracker to validate your code on other hardware and/or systems. This approach helped me debug a 2-year-old issue where the cursor gamma adjustment was incorrect in DCN3 hardware, but working correctly for DCN2 family. I solved the issue in two steps, thanks for community feedback and validation:

• [PATCH] drm/amd/display: check attr flag before set cursor degamma on DCN3+
• [PATCH] drm/amd/display: enable cursor degamma for DCN3+ DRM legacy gamma

8) Check the hardware capability screening in the driver: You can currently find a list of display hardware capabilities in the drivers/gpu/drm/amd/display/dc/dcn*/dcn*_resource.c file. More precisely in the dcn*_resource_construct() function. Using DCN301 for illustration, here is the list of its hardware caps:

	/*************************************************
	 *  Resource + asic cap harcoding                *
	 *************************************************/
	pool->base.underlay_pipe_index = NO_UNDERLAY_PIPE;
	pool->base.pipe_count = pool->base.res_cap->num_timing_generator;
	pool->base.mpcc_count = pool->base.res_cap->num_timing_generator;
	dc->caps.max_downscale_ratio = 600;
	dc->caps.i2c_speed_in_khz = 100;
	dc->caps.i2c_speed_in_khz_hdcp = 5; /*1.4 w/a enabled by default*/
	dc->caps.max_cursor_size = 256;
	dc->caps.min_horizontal_blanking_period = 80;
	dc->caps.dmdata_alloc_size = 2048;
	dc->caps.max_slave_planes = 2;
	dc->caps.max_slave_yuv_planes = 2;
	dc->caps.max_slave_rgb_planes = 2;
	dc->caps.is_apu = true;
	dc->caps.post_blend_color_processing = true;
	dc->caps.force_dp_tps4_for_cp2520 = true;
	dc->caps.extended_aux_timeout_support = true;
	dc->caps.dmcub_support = true;
	/* Color pipeline capabilities */
	dc->caps.color.dpp.dcn_arch = 1;
	dc->caps.color.dpp.input_lut_shared = 0;
	dc->caps.color.dpp.icsc = 1;
	dc->caps.color.dpp.dgam_ram = 0; // must use gamma_corr
	dc->caps.color.dpp.dgam_rom_caps.srgb = 1;
	dc->caps.color.dpp.dgam_rom_caps.bt2020 = 1;
	dc->caps.color.dpp.dgam_rom_caps.gamma2_2 = 1;
	dc->caps.color.dpp.dgam_rom_caps.pq = 1;
	dc->caps.color.dpp.dgam_rom_caps.hlg = 1;
	dc->caps.color.dpp.post_csc = 1;
	dc->caps.color.dpp.gamma_corr = 1;
	dc->caps.color.dpp.dgam_rom_for_yuv = 0;
	dc->caps.color.dpp.hw_3d_lut = 1;
	dc->caps.color.dpp.ogam_ram = 1;
	// no OGAM ROM on DCN301
	dc->caps.color.dpp.ogam_rom_caps.srgb = 0;
	dc->caps.color.dpp.ogam_rom_caps.bt2020 = 0;
	dc->caps.color.dpp.ogam_rom_caps.gamma2_2 = 0;
	dc->caps.color.dpp.ogam_rom_caps.pq = 0;
	dc->caps.color.dpp.ogam_rom_caps.hlg = 0;
	dc->caps.color.dpp.ocsc = 0;
	dc->caps.color.mpc.gamut_remap = 1;
	dc->caps.color.mpc.num_3dluts = pool->base.res_cap->num_mpc_3dlut; //2
	dc->caps.color.mpc.ogam_ram = 1;
	dc->caps.color.mpc.ogam_rom_caps.srgb = 0;
	dc->caps.color.mpc.ogam_rom_caps.bt2020 = 0;
	dc->caps.color.mpc.ogam_rom_caps.gamma2_2 = 0;
	dc->caps.color.mpc.ogam_rom_caps.pq = 0;
	dc->caps.color.mpc.ogam_rom_caps.hlg = 0;
	dc->caps.color.mpc.ocsc = 1;
	dc->caps.dp_hdmi21_pcon_support = true;
	/* read VBIOS LTTPR caps */
	if (ctx->dc_bios->funcs->get_lttpr_caps)  
		enum bp_result bp_query_result;
		uint8_t is_vbios_lttpr_enable = 0;
		bp_query_result = ctx->dc_bios->funcs->get_lttpr_caps(ctx->dc_bios, &is_vbios_lttpr_enable);
		dc->caps.vbios_lttpr_enable = (bp_query_result == BP_RESULT_OK) && !!is_vbios_lttpr_enable;
	 
	if (ctx->dc_bios->funcs->get_lttpr_interop)  
		enum bp_result bp_query_result;
		uint8_t is_vbios_interop_enabled = 0;
		bp_query_result = ctx->dc_bios->funcs->get_lttpr_interop(ctx->dc_bios, &is_vbios_interop_enabled);
		dc->caps.vbios_lttpr_aware = (bp_query_result == BP_RESULT_OK) && !!is_vbios_interop_enabled;
	 

Keep in mind that the documentation of color capabilities are available at the Linux kernel Documentation.

Understanding the development history: What has brought us to the current state? 9) Pinpoint relevant commits: Use git log and git blame to identify commits targeting the code section you re interested in. 10) Track regressions: If you re examining the amd-staging-drm-next branch, check for regressions between DC release versions. These are defined by DC_VER in the drivers/gpu/drm/amd/display/dc/dc.h file. Alternatively, find a commit with this format drm/amd/display: 3.2.221 that determines a display release. It s useful for bisecting. This information helps you understand how outdated your branch is and identify potential regressions. You can consider each DC_VER takes around one week to be bumped. Finally, check testing log of each release in the report provided on the amd-gfx mailing list, such as this one Tested-by: Daniel Wheeler:

• RE: [PATCH 00/13] DC Patches for Dec 11, 2023

Reducing the inspection area: Focus on what really matters. 11) Identify involved HW blocks: This helps isolate the issue. You can find more information about DCN HW blocks in the DCN Overview documentation. In summary:

• Plane issues are closer to HUBP and DPP.
• Blending/Stream issues are closer to MPC, OPP and OPTC. They are related to DRM CRTC subjects.

This information was useful when debugging a hardware rotation issue where the cursor plane got clipped off in the middle of the screen. Finally, the issue was addressed by two patches:

• [PATCH 21/22] drm/amd/display: Fix rotated cursor offset calculation
• [PATCH] drm/amd/display: fix cursor offset on rotation 180

12) Issues around bandwidth (glitches) and clocks: May be affected by calculations done in these HW blocks and HW specific values. The recalculation equations are found in the DML folder. DML stands for Display Mode Library. It s in charge of all required configuration parameters supported by the hardware for multiple scenarios. See more in the AMD DC Overview kernel docs. It s a math library that optimally configures hardware to find the best balance between power efficiency and performance in a given scenario. Finding some clk variables that affect device behavior may be a sign of it. It s hard for a external developer to debug this part, since it involves information from HW specs and firmware programming that we don t have access. The best option is to provide all relevant debugging information you have and ask AMD developers to check the values from your suspicions.

• Do a trick: If you suspect the power setup is degrading performance, try setting the amount of power supplied to the GPU to the maximum and see if it affects the system behavior with this command: sudo bash -c "echo high > /sys/class/drm/card0/device/power_dpm_force_performance_level"

I learned it when debugging glitches with hardware cursor rotation on Steam Deck. My first attempt was changing the clock calculation. In the end, Rodrigo Siqueira proposed the right solution targeting bandwidth in two steps:

• Patch series to create a new internal commit sequence
• Enabling pipe split on DCN301

Checking implicit programming and hardware limitations: Bring implicit programming to the level of consciousness and recognize hardware limitations. 13) Implicit update types: Check if the selected type for atomic update may affect your issue. The update type depends on the mode settings, since programming some modes demands more time for hardware processing. More details in the source code:

/* Surface update type is used by dc_update_surfaces_and_stream
 * The update type is determined at the very beginning of the function based
 * on parameters passed in and decides how much programming (or updating) is
 * going to be done during the call.
 *
 * UPDATE_TYPE_FAST is used for really fast updates that do not require much
 * logical calculations or hardware register programming. This update MUST be
 * ISR safe on windows. Currently fast update will only be used to flip surface
 * address.
 *
 * UPDATE_TYPE_MED is used for slower updates which require significant hw
 * re-programming however do not affect bandwidth consumption or clock
 * requirements. At present, this is the level at which front end updates
 * that do not require us to run bw_calcs happen. These are in/out transfer func
 * updates, viewport offset changes, recout size changes and pixel
depth changes.
 * This update can be done at ISR, but we want to minimize how often
this happens.
 *
 * UPDATE_TYPE_FULL is slow. Really slow. This requires us to recalculate our
 * bandwidth and clocks, possibly rearrange some pipes and reprogram
anything front
 * end related. Any time viewport dimensions, recout dimensions,
scaling ratios or
 * gamma need to be adjusted or pipe needs to be turned on (or
disconnected) we do
 * a full update. This cannot be done at ISR level and should be a rare event.
 * Unless someone is stress testing mpo enter/exit, playing with
colour or adjusting
 * underscan we don't expect to see this call at all.
 */
enum surface_update_type  
UPDATE_TYPE_FAST, /* super fast, safe to execute in isr */
UPDATE_TYPE_MED,  /* ISR safe, most of programming needed, no bw/clk change*/
UPDATE_TYPE_FULL, /* may need to shuffle resources */
 ;

Using tools: Observe the current state, validate your findings, continue improvements. 14) Use AMD tools to check hardware state and driver programming: help on understanding your driver settings and checking the behavior when changing those settings.

• DC Visual confirmation: Check multiple planes and pipe split policy.
• DTN logs: Check display hardware state, including rotation, size, format, underflow, blocks in use, color block values, etc.
• UMR: Check ASIC info, register values, KMS state - links and elements (framebuffers, planes, CRTCs, connectors). Source: UMR project documentation

15) Use generic DRM/KMS tools:

• IGT test tools: Use generic KMS tests or develop your own to isolate the issue in the kernel space. Compare results across different GPU vendors to understand their implementations and find potential solutions. Here AMD also has specific IGT tests for its GPUs that is expect to work without failures on any AMD GPU. You can check results of HW-specific tests using different display hardware families or you can compare expected differences between the generic workflow and AMD workflow.
• drm_info: This tool summarizes the current state of a display driver (capabilities, properties and formats) per element of the DRM/KMS workflow. Output can be helpful when reporting bugs.

Don t give up! Debugging issues in the AMD display driver can be challenging, but by following these tips and leveraging available resources, you can significantly improve your chances of success. Worth mentioning: This blog post builds upon my talk, I m not an AMD expert, but presented at the 2022 XDC. It shares guidelines that helped me debug AMD display issues as an external developer of the driver. Open Source Display Driver: The Linux kernel/AMD display driver is open source, allowing you to actively contribute by addressing issues listed in the official tracker. Tackling existing issues or resolving your own can be a rewarding learning experience and a valuable contribution to the community. Additionally, the tracker serves as a valuable resource for finding similar bugs, troubleshooting tips, and suggestions from AMD developers. Finally, it s a platform for seeking help when needed. Remember, contributing to the open source community through issue resolution and collaboration is mutually beneficial for everyone involved.

Nextcloud is a popular self-hosted solution for file sync and share as well as cloud apps such as document editing, chat and talk, calendar, photo gallery etc. This guide will walk you through setting up Nextcloud AIO using Docker Compose. This blog post would not be possible without immense help from Sahil Dhiman a.k.a. sahilisterThere are various ways in which the installation could be done, in our setup here are the pre-requisites.

• A server with docker-compose installed
• An existing setup of nginx reverse proxy
• A domain name pointing to your server.

Step 1 : The docker-compose file for nextcloud AIOThe original compose.yml file is present in nextcloud AIO&aposs git repo here . By taking a reference of that file, we have own compose.yml here.

services:
  nextcloud-aio-mastercontainer:
    image: nextcloud/all-in-one:latest
    init: true
    restart: always
    container_name: nextcloud-aio-mastercontainer # This line is not allowed to be changed as otherwise AIO will not work correctly
    volumes:
      - nextcloud_aio_mastercontainer:/mnt/docker-aio-config # This line is not allowed to be changed as otherwise the built-in backup solution will not work
      - /var/run/docker.sock:/var/run/docker.sock:ro # May be changed on macOS, Windows or docker rootless. See the applicable documentation. If adjusting, don&apost forget to also set &aposWATCHTOWER_DOCKER_SOCKET_PATH&apos!
    ports:
      - 8080:8080
    environment: # Is needed when using any of the options below
      # - AIO_DISABLE_BACKUP_SECTION=false # Setting this to true allows to hide the backup section in the AIO interface. See https://github.com/nextcloud/all-in-one#how-to-disable-the-backup-section
      - APACHE_PORT=32323 # Is needed when running behind a web server or reverse proxy (like Apache, Nginx, Cloudflare Tunnel and else). See https://github.com/nextcloud/all-in-one/blob/main/reverse-proxy.md
      - APACHE_IP_BINDING=127.0.0.1 # Should be set when running behind a web server or reverse proxy (like Apache, Nginx, Cloudflare Tunnel and else) that is running on the same host. See https://github.com/nextcloud/all-in-one/blob/main/reverse-proxy.md
      # - BORG_RETENTION_POLICY=--keep-within=7d --keep-weekly=4 --keep-monthly=6 # Allows to adjust borgs retention policy. See https://github.com/nextcloud/all-in-one#how-to-adjust-borgs-retention-policy
      # - COLLABORA_SECCOMP_DISABLED=false # Setting this to true allows to disable Collabora&aposs Seccomp feature. See https://github.com/nextcloud/all-in-one#how-to-disable-collaboras-seccomp-feature
      - NEXTCLOUD_DATADIR=/opt/docker/cloud.raju.dev/nextcloud # Allows to set the host directory for Nextcloud&aposs datadir.   Warning: do not set or adjust this value after the initial Nextcloud installation is done! See https://github.com/nextcloud/all-in-one#how-to-change-the-default-location-of-nextclouds-datadir
      # - NEXTCLOUD_MOUNT=/mnt/ # Allows the Nextcloud container to access the chosen directory on the host. See https://github.com/nextcloud/all-in-one#how-to-allow-the-nextcloud-container-to-access-directories-on-the-host
      # - NEXTCLOUD_UPLOAD_LIMIT=10G # Can be adjusted if you need more. See https://github.com/nextcloud/all-in-one#how-to-adjust-the-upload-limit-for-nextcloud
      # - NEXTCLOUD_MAX_TIME=3600 # Can be adjusted if you need more. See https://github.com/nextcloud/all-in-one#how-to-adjust-the-max-execution-time-for-nextcloud
      # - NEXTCLOUD_MEMORY_LIMIT=512M # Can be adjusted if you need more. See https://github.com/nextcloud/all-in-one#how-to-adjust-the-php-memory-limit-for-nextcloud
      # - NEXTCLOUD_TRUSTED_CACERTS_DIR=/path/to/my/cacerts # CA certificates in this directory will be trusted by the OS of the nexcloud container (Useful e.g. for LDAPS) See See https://github.com/nextcloud/all-in-one#how-to-trust-user-defined-certification-authorities-ca
      # - NEXTCLOUD_STARTUP_APPS=deck twofactor_totp tasks calendar contacts notes # Allows to modify the Nextcloud apps that are installed on starting AIO the first time. See https://github.com/nextcloud/all-in-one#how-to-change-the-nextcloud-apps-that-are-installed-on-the-first-startup
      # - NEXTCLOUD_ADDITIONAL_APKS=imagemagick # This allows to add additional packages to the Nextcloud container permanently. Default is imagemagick but can be overwritten by modifying this value. See https://github.com/nextcloud/all-in-one#how-to-add-os-packages-permanently-to-the-nextcloud-container
      # - NEXTCLOUD_ADDITIONAL_PHP_EXTENSIONS=imagick # This allows to add additional php extensions to the Nextcloud container permanently. Default is imagick but can be overwritten by modifying this value. See https://github.com/nextcloud/all-in-one#how-to-add-php-extensions-permanently-to-the-nextcloud-container
      # - NEXTCLOUD_ENABLE_DRI_DEVICE=true # This allows to enable the /dev/dri device in the Nextcloud container.   Warning: this only works if the &apos/dev/dri&apos device is present on the host! If it should not exist on your host, don&apost set this to true as otherwise the Nextcloud container will fail to start! See https://github.com/nextcloud/all-in-one#how-to-enable-hardware-transcoding-for-nextcloud
      # - NEXTCLOUD_KEEP_DISABLED_APPS=false # Setting this to true will keep Nextcloud apps that are disabled in the AIO interface and not uninstall them if they should be installed. See https://github.com/nextcloud/all-in-one#how-to-keep-disabled-apps
      # - TALK_PORT=3478 # This allows to adjust the port that the talk container is using. See https://github.com/nextcloud/all-in-one#how-to-adjust-the-talk-port
      # - WATCHTOWER_DOCKER_SOCKET_PATH=/var/run/docker.sock # Needs to be specified if the docker socket on the host is not located in the default &apos/var/run/docker.sock&apos. Otherwise mastercontainer updates will fail. For macos it needs to be &apos/var/run/docker.sock&apos
    # networks: # Is needed when you want to create the nextcloud-aio network with ipv6-support using this file, see the network config at the bottom of the file
      # - nextcloud-aio # Is needed when you want to create the nextcloud-aio network with ipv6-support using this file, see the network config at the bottom of the file
      # - SKIP_DOMAIN_VALIDATION=true
    # # Uncomment the following line when using SELinux
    # security_opt: ["label:disable"]
volumes: # If you want to store the data on a different drive, see https://github.com/nextcloud/all-in-one#how-to-store-the-filesinstallation-on-a-separate-drive
  nextcloud_aio_mastercontainer:
    name: nextcloud_aio_mastercontainer # This line is not allowed to be changed as otherwise the built-in backup solution will not work

I have not removed many of the commented options in the compose file, for a possibility of me using them in the future.If you want a smaller cleaner compose with the extra options, you can refer to

services:
  nextcloud-aio-mastercontainer:
    image: nextcloud/all-in-one:latest
    init: true
    restart: always
    container_name: nextcloud-aio-mastercontainer
    volumes:
      - nextcloud_aio_mastercontainer:/mnt/docker-aio-config
      - /var/run/docker.sock:/var/run/docker.sock:ro
    ports:
      - 8080:8080
    environment:
      - APACHE_PORT=32323
      - APACHE_IP_BINDING=127.0.0.1
      - NEXTCLOUD_DATADIR=/opt/docker/nextcloud
volumes:
  nextcloud_aio_mastercontainer:
    name: nextcloud_aio_mastercontainer

I am using a separate directory to store nextcloud data. As per nextcloud documentation you should be using a separate partition if you want to use this feature, however I did not have that option on my server, so I used a separate directory instead. Also we use a custom port on which nextcloud listens for operations, we have set it up as 32323 above, but you can use any in the permissible port range. The 8080 port is used the setup the AIO management interface. Both 8080 and the APACHE_PORT do not need to be open on the host machine, as we will be using reverse proxy setup with nginx to direct requests. once you have your preferred compose.yml file, you can start the containers using

$ docker-compose -f compose.yml up -d 
Creating network "clouddev_default" with the default driver
Creating volume "nextcloud_aio_mastercontainer" with default driver
Creating nextcloud-aio-mastercontainer ... done

once your container&aposs are running, we can do the nginx setup.

Step 2: Configuring nginx reverse proxy for our domain on host. A reference nginx configuration for nextcloud AIO is given in the nextcloud git repository here . You can modify the configuration file according to your needs and setup. Here is configuration that we are using

map $http_upgrade $connection_upgrade  
    default upgrade;
    &apos&apos close;
 
server  
    listen 80;
    #listen [::]:80;            # comment to disable IPv6
    if ($scheme = "http")  
        return 301 https://$host$request_uri;
     
    listen 443 ssl http2;      # for nginx versions below v1.25.1
    #listen [::]:443 ssl http2; # for nginx versions below v1.25.1 - comment to disable IPv6
    # listen 443 ssl;      # for nginx v1.25.1+
    # listen [::]:443 ssl; # for nginx v1.25.1+ - keep comment to disable IPv6
    # http2 on;                                 # uncomment to enable HTTP/2        - supported on nginx v1.25.1+
    # http3 on;                                 # uncomment to enable HTTP/3 / QUIC - supported on nginx v1.25.0+
    # quic_retry on;                            # uncomment to enable HTTP/3 / QUIC - supported on nginx v1.25.0+
    # add_header Alt-Svc &aposh3=":443"; ma=86400' # uncomment to enable HTTP/3 / QUIC - supported on nginx v1.25.0+
    # listen 443 quic reuseport;       # uncomment to enable HTTP/3 / QUIC - supported on nginx v1.25.0+ - please remove "reuseport" if there is already another quic listener on port 443 with enabled reuseport
    # listen [::]:443 quic reuseport;  # uncomment to enable HTTP/3 / QUIC - supported on nginx v1.25.0+ - please remove "reuseport" if there is already another quic listener on port 443 with enabled reuseport - keep comment to disable IPv6
    server_name cloud.example.com;
    location /  
        proxy_pass http://127.0.0.1:32323$request_uri;
        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
        proxy_set_header X-Forwarded-Port $server_port;
        proxy_set_header X-Forwarded-Scheme $scheme;
        proxy_set_header X-Forwarded-Proto $scheme;
        proxy_set_header X-Real-IP $remote_addr;
        proxy_set_header Accept-Encoding "";
        proxy_set_header Host $host;
    
        client_body_buffer_size 512k;
        proxy_read_timeout 86400s;
        client_max_body_size 0;
        # Websocket
        proxy_http_version 1.1;
        proxy_set_header Upgrade $http_upgrade;
        proxy_set_header Connection $connection_upgrade;
     
    ssl_certificate /etc/letsencrypt/live/cloud.example.com/fullchain.pem; # managed by Certbot
    ssl_certificate_key /etc/letsencrypt/live/cloud.example.com/privkey.pem; # managed by Certbot
    ssl_session_timeout 1d;
    ssl_session_cache shared:MozSSL:10m; # about 40000 sessions
    ssl_session_tickets off;
    ssl_protocols TLSv1.2 TLSv1.3;
    ssl_ciphers ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256:ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:ECDHE-ECDSA-CHACHA20-POLY1305:ECDHE-RSA-CHACHA20-POLY1305:DHE-RSA-AES128-GCM-SHA256:DHE-RSA-AES256-GCM-SHA384:DHE-RSA-CHACHA20-POLY1305;
    ssl_prefer_server_ciphers on;
    # Optional settings:
    # OCSP stapling
    # ssl_stapling on;
    # ssl_stapling_verify on;
    # ssl_trusted_certificate /etc/letsencrypt/live/<your-nc-domain>/chain.pem;
    # replace with the IP address of your resolver
    # resolver 127.0.0.1; # needed for oscp stapling: e.g. use 94.140.15.15 for adguard / 1.1.1.1 for cloudflared or 8.8.8.8 for google - you can use the same nameserver as listed in your /etc/resolv.conf file
 

Please note that you need to have valid SSL certificates for your domain for this configuration to work. Steps on getting valid SSL certificates for your domain are beyond the scope of this article. You can give a web search on getting SSL certificates with letsencrypt and you will get several resources on that, or may write a blog post on it separately in the future.once your configuration for nginx is done, you can test the nginx configuration using

$ sudo nginx -t 
nginx: the configuration file /etc/nginx/nginx.conf syntax is ok
nginx: configuration file /etc/nginx/nginx.conf test is successful

and then reload nginx with

$ sudo nginx -s reload

Step 3: Setup of Nextcloud AIO from the browser.To setup nextcloud AIO, we need to access it using the web browser on URL of our domain.tld:8080, however we do not want to open the 8080 port publicly to do this, so to complete the setup, here is a neat hack from sahilister

ssh -L 8080:127.0.0.1:8080 username:<server-ip>

you can bind the 8080 port of your server to the 8080 of your localhost using Unix socket forwarding over SSH.The port forwarding only last for the duration of your SSH session, if the SSH session breaks, your port forwarding will to. So, once you have the port forwarded, you can open the nextcloud AIO instance in your web browser at 127.0.0.1:8080

you will get this error because you are trying to access a page on localhost over HTTPS. You can click on advanced and then continue to proceed to the next page. Your data is encrypted over SSH for this session as we are binding the port over SSH. Depending on your choice of browser, the above page might look different.once you have proceeded, the nextcloud AIO interface will open and will look something like this.

nextcloud AIO initial screen with capsicums as password

It will show an auto generated passphrase, you need to save this passphrase and make sure to not loose it. For the purposes of security, I have masked the passwords with capsicums. once you have noted down your password, you can proceed to the Nextcloud AIO login, enter your password and then login. After login you will be greeted with a screen like this.

now you can put the domain that you want to use in the Submit domain field. Once the domain check is done, you will proceed to the next step and see another screen like this

here you can select any optional containers for the features that you might want. IMPORTANT: Please make sure to also change the time zone at the bottom of the page according to the time zone you wish to operate in.

The timezone setup is also important because the data base will get initialized according to the set time zone. This could result in wrong initialization of database and you ending up in a startup loop for nextcloud. I faced this issue and could only resolve it after getting help from sahilister . Once you are done changing the timezone, and selecting any additional features you want, you can click on Download and start the containersIt will take some time for this process to finish, take a break and look at the farthest object in your room and take a sip of water. Once you are done, and the process has finished you will see a page similar to the following one.

wait patiently for everything to turn green.

once all the containers have started properly, you can open the nextcloud login interface on your configured domain, the initial login details are auto generated as you can see from the above screenshot. Again you will see a password that you need to note down or save to enter the nextcloud interface. Capsicums will not work as passwords. I have masked the auto generated passwords using capsicums.Now you can click on Open your Nextcloud button or go to your configured domain to access the login screen.

You can use the login details from the previous step to login to the administrator account of your Nextcloud instance. There you have it, your very own cloud!

Additional Notes:

How to properly reset Nextcloud setup?While following the above steps, or while following steps from some other tutorial, you may have made a mistake, and want to start everything again from scratch. The instructions for it are present in the Nextcloud documentation here . Here is the TLDR for a docker-compose setup. These steps will delete all data, do not use these steps on an existing nextcloud setup unless you know what you are doing.

• Stop your master container.

docker-compose -f compose.yml down -v

The above command will also remove the volume associated with the master container

• Stop all the child containers that has been started by the master container.

docker stop nextcloud-aio-apache nextcloud-aio-notify-push nextcloud-aio-nextcloud nextcloud-aio-imaginary nextcloud-aio-fulltextsearch nextcloud-aio-redis nextcloud-aio-database nextcloud-aio-talk nextcloud-aio-collabora

• Remove all the child containers that has been started by the master container

docker rm nextcloud-aio-apache nextcloud-aio-notify-push nextcloud-aio-nextcloud nextcloud-aio-imaginary nextcloud-aio-fulltextsearch nextcloud-aio-redis nextcloud-aio-database nextcloud-aio-talk nextcloud-aio-collabora

• If you also wish to remove all images associated with nextcloud you can do it with

docker rmi $(docker images --filter "reference=nextcloud/*" -q)

• remove all volumes associated with child containers

docker volume rm <volume-name>

• remove the network associated with nextcloud

docker network rm nextcloud-aio

Additional references.

1. Nextcloud Github
2. Nextcloud reverse proxy documentation
3. Nextcloud Administration Guide
4. Nextcloud User Manual
5. Nextcloud Developer&aposs manual

• Reviewed changes to Debian package building in upstream Linux.
• Attended the Debian LTS monthly meeting on IRC.
• Reviewed the following merge requests:
  • linux: [ia64] Workaround an ICE when built with gcc-13 (proposed a less invasive fix)
  • linux: Remove architectures not existing in Debian (ongoing discussion)
  • linux: Build linux-libc-dev as arch-all package (proposed further changes: d/rules.real: Change linux-libc-dev installation again)
  • linux: Merge lintian and piupart jobs (suggested further simplification)
  • linux: Remove use of linux-compiler packages (queried)
  • linux: [x86] Various drivers for ChromeOS devices (merged)
  • linux: [arm64] Enable configs for MediaTek MT8173 and MT8183 Chromebooks (merged)
  • linux: [arm64] Enable more hardware for RK3399 ChromeOS tablets (merged)
  • linux: debian/salsa-ci.yml: Replace except: with rules: and Enable build arm64 on the default branch (changes requested; now merged)
  • linux: d/changelog: Move changelog items before 5.10 to changelog.old (proposed alternate change)
  • linux: [arm64] Increase max CPU count to 512 (queried)
• Updated the linux package for Debian 10 "buster" to 4.19.299, but didn't make an upload.
• Attended mini-DebConf Cambridge and the preceding mini-DebCamp, although I was absent on Sunday due to illness.
• Updated the backports of linux in bullseye-backports and bookworm-backports.
• Proposed fix for build regression for linux with upstream version 6.6.
• With some help from Helmut Grohne, updated kernel team maintained packages to move files under /usr: ethtool, firmware-free, firmware-nonfree, iw, klibc, ktls-utils, kup, linux, wireless-regdb.
• Proposed changes to dput-ng for better compatiblity with dput:
  • Add rsync upload method
  • Add support for config in $XDG_CONFIG_HOME/dput

Photo by Pixabay

Ubuntu systems typically have up to 3 kernels installed, before they are auto-removed by apt on classic installs. Historically the installation was optimized for metered download size only. However, kernel size growth and usage no longer warrant such optimizations. During the 23.10 Mantic Minatour cycle, I led a coordinated effort across multiple teams to implement lots of optimizations that together achieved unprecedented install footprint improvements.

Given a typical install of 3 generic kernel ABIs in the default configuration on a regular-sized VM (2 CPU cores 8GB of RAM) the following metrics are achieved in Ubuntu 23.10 versus Ubuntu 22.04 LTS:

• 2x less disk space used (1,417MB vs 2,940MB, including initrd)

• 3x less peak RAM usage for the initrd boot (68MB vs 204MB)

• 0.5x increase in download size (949MB vs 600MB)

• 2.5x faster initrd generation (4.5s vs 11.3s)

• approximately the same total time (103s vs 98s, hardware dependent)

For minimal cloud images that do not install either linux-firmware or modules extra the numbers are:

• 1.3x less disk space used (548MB vs 742MB)

• 2.2x less peak RAM usage for initrd boot (27MB vs 62MB)

• 0.4x increase in download size (207MB vs 146MB)

Hopefully, the compromise of download size, relative to the disk space & initrd savings is a win for the majority of platforms and use cases. For users on extremely expensive and metered connections, the likely best saving is to receive air-gapped updates or skip updates.

This was achieved by precompressing kernel modules & firmware files with the maximum level of Zstd compression at package build time; making actual .deb files uncompressed; assembling the initrd using split cpio archives - uncompressed for the pre-compressed files, whilst compressing only the userspace portions of the initrd; enabling in-kernel module decompression support with matching kmod; fixing bugs in all of the above, and landing all of these things in time for the feature freeze. Whilst leveraging the experience and some of the design choices implementations we have already been shipping on Ubuntu Core. Some of these changes are backported to Jammy, but only enough to support smooth upgrades to Mantic and later. Complete gains are only possible to experience on Mantic and later.

The discovered bugs in kernel module loading code likely affect systems that use LoadPin LSM with kernel space module uncompression as used on ChromeOS systems. Hopefully, Kees Cook or other ChromeOS developers pick up the kernel fixes from the stable trees. Or you know, just use Ubuntu kernels as they do get fixes and features like these first.

The team that designed and delivered these changes is large: Benjamin Drung, Andrea Righi, Juerg Haefliger, Julian Andres Klode, Steve Langasek, Michael Hudson-Doyle, Robert Kratky, Adrien Nader, Tim Gardner, Roxana Nicolescu - and myself Dimitri John Ledkov ensuring the most optimal solution is implemented, everything lands on time, and even implementing portions of the final solution.

Hi, It's me, I am a Staff Engineer at Canonical and we are hiring https://canonical.com/careers.

Lots of additional technical details and benchmarks on a huge range of diverse hardware and architectures, and bikeshedding all the things below:

• https://lists.ubuntu.com/archives/ubuntu-devel/2023-July/thread.html#42652
• https://lists.ubuntu.com/archives/kernel-team/2023-July/thread.html#141412
• https://lists.ubuntu.com/archives/ubuntu-devel/2023-July/thread.html#42707
• https://discourse.ubuntu.com/t/reduce-initramfs-size-and-speed-up-the-generation-in-ubuntu-23-10/38972
• https://lore.kernel.org/all/20230830155820.138178-1-andrea.righi@canonical.com/
• https://lore.kernel.org/all/20230829123808.325202-1-andrea.righi@canonical.com/
• https://facebook.github.io/zstd/

For questions and comments please post to Kernel section on Ubuntu Discourse.

TL;DR: This blog post explores the color capabilities of AMD hardware and how they are exposed to userspace through driver-specific properties. It discusses the different color blocks in the AMD Display Core Next (DCN) pipeline and their capabilities, such as predefined transfer functions, 1D and 3D lookup tables (LUTs), and color transformation matrices (CTMs). It also highlights the differences in AMD HW blocks for pre and post-blending adjustments, and how these differences are reflected in the available driver-specific properties. Overall, this blog post provides a comprehensive overview of the color capabilities of AMD hardware and how they can be controlled by userspace applications through driver-specific properties. This information is valuable for anyone who wants to develop applications that can take advantage of the AMD color management pipeline. Get a closer look at each hardware block s capabilities, unlock a wealth of knowledge about AMD display hardware, and enhance your understanding of graphics and visual computing. Stay tuned for future developments as we embark on a quest for GPU color capabilities in the ever-evolving realm of rainbow treasures.

---

Operating Systems can use the power of GPUs to ensure consistent color reproduction across graphics devices. We can use GPU-accelerated color management to manage the diversity of color profiles, do color transformations to convert between High-Dynamic-Range (HDR) and Standard-Dynamic-Range (SDR) content and color enhacements for wide color gamut (WCG). However, to make use of GPU display capabilities, we need an interface between userspace and the kernel display drivers that is currently absent in the Linux/DRM KMS API. In the previous blog post I presented how we are expanding the Linux/DRM color management API to expose specific properties of AMD hardware. Now, I ll guide you to the color features for the Linux/AMD display driver. We embark on a journey through DRM/KMS, AMD Display Manager, and AMD Display Core and delve into the color blocks to uncover the secrets of color manipulation within AMD hardware. Here we ll talk less about the color tools and more about where to find them in the hardware. We resort to driver-specific properties to reach AMD hardware blocks with color capabilities. These blocks display features like predefined transfer functions, color transformation matrices, and 1-dimensional (1D LUT) and 3-dimensional lookup tables (3D LUT). Here, we will understand how these color features are strategically placed into color blocks both before and after blending in Display Pipe and Plane (DPP) and Multiple Pipe/Plane Combined (MPC) blocks. That said, welcome back to the second part of our thrilling journey through AMD s color management realm!

AMD Display Driver in the Linux/DRM Subsystem: The Journey In my 2022 XDC talk I m not an AMD expert, but , I briefly explained the organizational structure of the Linux/AMD display driver where the driver code is bifurcated into a Linux-specific section and a shared-code portion. To reveal AMD s color secrets through the Linux kernel DRM API, our journey led us through these layers of the Linux/AMD display driver s software stack. It includes traversing the DRM/KMS framework, the AMD Display Manager (DM), and the AMD Display Core (DC) [1]. The DRM/KMS framework provides the atomic API for color management through KMS properties represented by struct drm_property. We extended the color management interface exposed to userspace by leveraging existing resources and connecting them with driver-specific functions for managing modeset properties. On the AMD DC layer, the interface with hardware color blocks is established. The AMD DC layer contains OS-agnostic components that are shared across different platforms, making it an invaluable resource. This layer already implements hardware programming and resource management, simplifying the external developer s task. While examining the DC code, we gain insights into the color pipeline and capabilities, even without direct access to specifications. Additionally, AMD developers provide essential support by answering queries and reviewing our work upstream. The primary challenge involved identifying and understanding relevant AMD DC code to configure each color block in the color pipeline. However, the ultimate goal was to bridge the DC color capabilities with the DRM API. For this, we changed the AMD DM, the OS-dependent layer connecting the DC interface to the DRM/KMS framework. We defined and managed driver-specific color properties, facilitated the transport of user space data to the DC, and translated DRM features and settings to the DC interface. Considerations were also made for differences in the color pipeline based on hardware capabilities.

Exploring Color Capabilities of the AMD display hardware Now, let s dive into the exciting realm of AMD color capabilities, where a abundance of techniques and tools await to make your colors look extraordinary across diverse devices. First, we need to know a little about the color transformation and calibration tools and techniques that you can find in different blocks of the AMD hardware. I borrowed some images from [2] [3] [4] to help you understand the information.

Predefined Transfer Functions (Named Fixed Curves): Transfer functions serve as the bridge between the digital and visual worlds, defining the mathematical relationship between digital color values and linear scene/display values and ensuring consistent color reproduction across different devices and media. You can learn more about curves in the chapter GPU Gems 3 - The Importance of Being Linear by Larry Gritz and Eugene d Eon. ITU-R 2100 introduces three main types of transfer functions:

• OETF: the opto-electronic transfer function, which converts linear scene light into the video signal, typically within a camera.
• EOTF: electro-optical transfer function, which converts the video signal into the linear light output of the display.
• OOTF: opto-optical transfer function, which has the role of applying the rendering intent .

AMD s display driver supports the following pre-defined transfer functions (aka named fixed curves):

• Linear/Unity: linear/identity relationship between pixel value and luminance value;
• Gamma 2.2, Gamma 2.4, Gamma 2.6: pure power functions;
• sRGB: 2.4: The piece-wise transfer function from IEC 61966-2-1:1999;
• BT.709: has a linear segment in the bottom part and then a power function with a 0.45 (~1/2.22) gamma for the rest of the range; standardized by ITU-R BT.709-6;
• PQ (Perceptual Quantizer): used for HDR display, allows luminance range capability of 0 to 10,000 nits; standardized by SMPTE ST 2084.

These capabilities vary depending on the hardware block, with some utilizing hardcoded curves and others relying on AMD s color module to construct curves from standardized coefficients. It also supports user/custom curves built from a lookup table.

1D LUTs (1-dimensional Lookup Table): A 1D LUT is a versatile tool, defining a one-dimensional color transformation based on a single parameter. It s very well explained by Jeremy Selan at GPU Gems 2 - Chapter 24 Using Lookup Tables to Accelerate Color Transformations It enables adjustments to color, brightness, and contrast, making it ideal for fine-tuning. In the Linux AMD display driver, the atomic API offers a 1D LUT with 4096 entries and 8-bit depth, while legacy gamma uses a size of 256.

3D LUTs (3-dimensional Lookup Table): These tables work in three dimensions red, green, and blue. They re perfect for complex color transformations and adjustments between color channels. It s also more complex to manage and require more computational resources. Jeremy also explains 3D LUT at GPU Gems 2 - Chapter 24 Using Lookup Tables to Accelerate Color Transformations

CTM (Color Transformation Matrices): Color transformation matrices facilitate the transition between different color spaces, playing a crucial role in color space conversion.

HDR Multiplier: HDR multiplier is a factor applied to the color values of an image to increase their overall brightness.

AMD Color Capabilities in the Hardware Pipeline First, let s take a closer look at the AMD Display Core Next hardware pipeline in the Linux kernel documentation for AMDGPU driver - Display Core Next In the AMD Display Core Next hardware pipeline, we encounter two hardware blocks with color capabilities: the Display Pipe and Plane (DPP) and the Multiple Pipe/Plane Combined (MPC). The DPP handles color adjustments per plane before blending, while the MPC engages in post-blending color adjustments. In short, we expect DPP color capabilities to match up with DRM plane properties, and MPC color capabilities to play nice with DRM CRTC properties. Note: here s the catch there are some DRM CRTC color transformations that don t have a corresponding AMD MPC color block, and vice versa. It s like a puzzle, and we re here to solve it!

AMD Color Blocks and Capabilities We can finally talk about the color capabilities of each AMD color block. As it varies based on the generation of hardware, let s take the DCN3+ family as reference. What s possible to do before and after blending depends on hardware capabilities describe in the kernel driver by struct dpp_color_caps and struct mpc_color_caps. The AMD Steam Deck hardware provides a tangible example of these capabilities. Therefore, we take SteamDeck/DCN301 driver as an example and look at the Color pipeline capabilities described in the file: driver/gpu/drm/amd/display/dcn301/dcn301_resources.c

/* Color pipeline capabilities */
dc->caps.color.dpp.dcn_arch = 1; // If it is a Display Core Next (DCN): yes. Zero means DCE.
dc->caps.color.dpp.input_lut_shared = 0;
dc->caps.color.dpp.icsc = 1; // Intput Color Space Conversion  (CSC) matrix.
dc->caps.color.dpp.dgam_ram = 0; // The old degamma block for degamma curve (hardcoded and LUT).  Gamma correction  is the new one.
dc->caps.color.dpp.dgam_rom_caps.srgb = 1; // sRGB hardcoded curve support
dc->caps.color.dpp.dgam_rom_caps.bt2020 = 1; // BT2020 hardcoded curve support (seems not actually in use)
dc->caps.color.dpp.dgam_rom_caps.gamma2_2 = 1; // Gamma 2.2 hardcoded curve support
dc->caps.color.dpp.dgam_rom_caps.pq = 1; // PQ hardcoded curve support
dc->caps.color.dpp.dgam_rom_caps.hlg = 1; // HLG hardcoded curve support
dc->caps.color.dpp.post_csc = 1; // CSC matrix
dc->caps.color.dpp.gamma_corr = 1; // New  Gamma Correction  block for degamma user LUT;
dc->caps.color.dpp.dgam_rom_for_yuv = 0;
dc->caps.color.dpp.hw_3d_lut = 1; // 3D LUT support. If so, it's always preceded by a shaper curve. 
dc->caps.color.dpp.ogam_ram = 1; //  Blend Gamma  block for custom curve just after blending
// no OGAM ROM on DCN301
dc->caps.color.dpp.ogam_rom_caps.srgb = 0;
dc->caps.color.dpp.ogam_rom_caps.bt2020 = 0;
dc->caps.color.dpp.ogam_rom_caps.gamma2_2 = 0;
dc->caps.color.dpp.ogam_rom_caps.pq = 0;
dc->caps.color.dpp.ogam_rom_caps.hlg = 0;
dc->caps.color.dpp.ocsc = 0;
dc->caps.color.mpc.gamut_remap = 1; // Post-blending CTM (pre-blending CTM is always supported)
dc->caps.color.mpc.num_3dluts = pool->base.res_cap->num_mpc_3dlut; // Post-blending 3D LUT (preceded by shaper curve)
dc->caps.color.mpc.ogam_ram = 1; // Post-blending regamma.
// No pre-defined TF supported for regamma.
dc->caps.color.mpc.ogam_rom_caps.srgb = 0;
dc->caps.color.mpc.ogam_rom_caps.bt2020 = 0;
dc->caps.color.mpc.ogam_rom_caps.gamma2_2 = 0;
dc->caps.color.mpc.ogam_rom_caps.pq = 0;
dc->caps.color.mpc.ogam_rom_caps.hlg = 0;
dc->caps.color.mpc.ocsc = 1; // Output CSC matrix.

I included some inline comments in each element of the color caps to quickly describe them, but you can find the same information in the Linux kernel documentation. See more in struct dpp_color_caps, struct mpc_color_caps and struct rom_curve_caps. Now, using this guideline, we go through color capabilities of DPP and MPC blocks and talk more about mapping driver-specific properties to corresponding color blocks.

DPP Color Pipeline: Before Blending (Per Plane) Let s explore the capabilities of DPP blocks and what you can achieve with a color block. The very first thing to pay attention is the display architecture of the display hardware: previously AMD uses a display architecture called DCE

• Display and Compositing Engine, but newer hardware follows DCN - Display Core Next.

The architectute is described by: dc->caps.color.dpp.dcn_arch

AMD Plane Degamma: TF and 1D LUT Described by: dc->caps.color.dpp.dgam_ram, dc->caps.color.dpp.dgam_rom_caps,dc->caps.color.dpp.gamma_corr AMD Plane Degamma data is mapped to the initial stage of the DPP pipeline. It is utilized to transition from scanout/encoded values to linear values for arithmetic operations. Plane Degamma supports both pre-defined transfer functions and 1D LUTs, depending on the hardware generation. DCN2 and older families handle both types of curve in the Degamma RAM block (dc->caps.color.dpp.dgam_ram); DCN3+ separate hardcoded curves and 1D LUT into two block: Degamma ROM (dc->caps.color.dpp.dgam_rom_caps) and Gamma correction block (dc->caps.color.dpp.gamma_corr), respectively. Pre-defined transfer functions:

• they are hardcoded curves (read-only memory - ROM);
• supported curves: sRGB EOTF, BT.709 inverse OETF, PQ EOTF and HLG OETF, Gamma 2.2, Gamma 2.4 and Gamma 2.6 EOTF.

The 1D LUT currently accepts 4096 entries of 8-bit. The data is interpreted as an array of struct drm_color_lut elements. Setting TF = Identity/Default and LUT as NULL means bypass. References:

• [PATCH v3 04/32] drm/amd/display: add driver-specific property for plane degamma LUT
• [PATCH v3 05/32] drm/amd/display: add plane degamma TF driver-specific property
• [PATCH v3 19/32] drm/amd/display: add plane degamma TF and LUT support

AMD Plane 3x4 CTM (Color Transformation Matrix) AMD Plane CTM data goes to the DPP Gamut Remap block, supporting a 3x4 fixed point (s31.32) matrix for color space conversions. The data is interpreted as a struct drm_color_ctm_3x4. Setting NULL means bypass. References:

• [PATCH v3 30/32] drm/amd/display: add plane CTM driver-specific property
• [PATCH v3 31/32] drm/amd/display: add plane CTM support
• [PATCH v3 32/32] drm/amd/display: Add 3x4 CTM support for plane CTM

AMD Plane Shaper: TF + 1D LUT Described by: dc->caps.color.dpp.hw_3d_lut The Shaper block fine-tunes color adjustments before applying the 3D LUT, optimizing the use of the limited entries in each dimension of the 3D LUT. On AMD hardware, a 3D LUT always means a preceding shaper 1D LUT used for delinearizing and/or normalizing the color space before applying a 3D LUT, so this entry on DPP color caps dc->caps.color.dpp.hw_3d_lut means support for both shaper 1D LUT and 3D LUT. Pre-defined transfer function enables delinearizing content with or without shaper LUT, where AMD color module calculates the resulted shaper curve. Shaper curves go from linear values to encoded values. If we are already in a non-linear space and/or don t need to normalize values, we can set a Identity TF for shaper that works similar to bypass and is also the default TF value. Pre-defined transfer functions:

• there is no DPP Shaper ROM. Curves are calculated by AMD color modules. Check calculate_curve() function in the file amd/display/modules/color/color_gamma.c.
• supported curves: Identity, sRGB inverse EOTF, BT.709 OETF, PQ inverse EOTF, HLG OETF, and Gamma 2.2, Gamma 2.4, Gamma 2.6 inverse EOTF.

The 1D LUT currently accepts 4096 entries of 8-bit. The data is interpreted as an array of struct drm_color_lut elements. When setting Plane Shaper TF (!= Identity) and LUT at the same time, the color module will combine the pre-defined TF and the custom LUT values into the LUT that s actually programmed. Setting TF = Identity/Default and LUT as NULL works as bypass. References:

• [PATCH v3 10/32] drm/amd/display: add plane shaper LUT and TF
• [PATCH v3 23/32] drm/amd/display: add plane shaper LUT support
• [PATCH v3 24/32] drm/amd/display: add plane shaper TF support

AMD Plane 3D LUT Described by: dc->caps.color.dpp.hw_3d_lut The 3D LUT in the DPP block facilitates complex color transformations and adjustments. 3D LUT is a three-dimensional array where each element is an RGB triplet. As mentioned before, the dc->caps.color.dpp.hw_3d_lut describe if DPP 3D LUT is supported. The AMD driver-specific property advertise the size of a single dimension via LUT3D_SIZE property. Plane 3D LUT is a blog property where the data is interpreted as an array of struct drm_color_lut elements and the number of entries is LUT3D_SIZE cubic. The array contains samples from the approximated function. Values between samples are estimated by tetrahedral interpolation The array is accessed with three indices, one for each input dimension (color channel), blue being the outermost dimension, red the innermost. This distribution is better visualized when examining the code in [RFC PATCH 5/5] drm/amd/display: Fill 3D LUT from userspace by Alex Hung:

+	for (nib = 0; nib < 17; nib++)  
+		for (nig = 0; nig < 17; nig++)  
+			for (nir = 0; nir < 17; nir++)  
+				ind_lut = 3 * (nib + 17*nig + 289*nir);
+
+				rgb_area[ind].red = rgb_lib[ind_lut + 0];
+				rgb_area[ind].green = rgb_lib[ind_lut + 1];
+				rgb_area[ind].blue = rgb_lib[ind_lut + 2];
+				ind++;
+			 
+		 
+	 

In our driver-specific approach we opted to advertise it s behavior to the userspace instead of implicitly dealing with it in the kernel driver. AMD s hardware supports 3D LUTs with 17-size or 9-size (4913 and 729 entries respectively), and you can choose between 10-bit or 12-bit. In the current driver-specific work we focus on enabling only 17-size 12-bit 3D LUT, as in [PATCH v3 25/32] drm/amd/display: add plane 3D LUT support:

+		/* Stride and bit depth are not programmable by API yet.
+		 * Therefore, only supports 17x17x17 3D LUT (12-bit).
+		 */
+		lut->lut_3d.use_tetrahedral_9 = false;
+		lut->lut_3d.use_12bits = true;
+		lut->state.bits.initialized = 1;
+		__drm_3dlut_to_dc_3dlut(drm_lut, drm_lut3d_size, &lut->lut_3d,
+					lut->lut_3d.use_tetrahedral_9,
+					MAX_COLOR_3DLUT_BITDEPTH);

A refined control of 3D LUT parameters should go through a follow-up version or generic API. Setting 3D LUT to NULL means bypass. References:

• [PATCH v3 09/32] drm/amd/display: add plane 3D LUT driver-specific properties
• [PATCH v3 25/32] drm/amd/display: add plane 3D LUT support

AMD Plane Blend/Out Gamma: TF + 1D LUT Described by: dc->caps.color.dpp.ogam_ram The Blend/Out Gamma block applies the final touch-up before blending, allowing users to linearize content after 3D LUT and just before the blending. It supports both 1D LUT and pre-defined TF. We can see Shaper and Blend LUTs as 1D LUTs that are sandwich the 3D LUT. So, if we don t need 3D LUT transformations, we may want to only use Degamma block to linearize and skip Shaper, 3D LUT and Blend. Pre-defined transfer function:

• there is no DPP Blend ROM. Curves are calculated by AMD color modules;
• supported curves: Identity, sRGB EOTF, BT.709 inverse OETF, PQ EOTF, HLG inverse OETF, and Gamma 2.2, Gamma 2.4, Gamma 2.6 EOTF.

The 1D LUT currently accepts 4096 entries of 8-bit. The data is interpreted as an array of struct drm_color_lut elements. If plane_blend_tf_property != Identity TF, AMD color module will combine the user LUT values with pre-defined TF into the LUT parameters to be programmed. Setting TF = Identity/Default and LUT to NULL means bypass. References:

• [PATCH v3 11/32] drm/amd/display: add plane blend
• [PATCH v3 27/32] drm/amd/display: add plane blend LUT and TF support

MPC Color Pipeline: After Blending (Per CRTC)

DRM CRTC Degamma 1D LUT The degamma lookup table (LUT) for converting framebuffer pixel data before apply the color conversion matrix. The data is interpreted as an array of struct drm_color_lut elements. Setting NULL means bypass. Not really supported. The driver is currently reusing the DPP degamma LUT block (dc->caps.color.dpp.dgam_ram and dc->caps.color.dpp.gamma_corr) for supporting DRM CRTC Degamma LUT, as explaning by [PATCH v3 20/32] drm/amd/display: reject atomic commit if setting both plane and CRTC degamma.

DRM CRTC 3x3 CTM Described by: dc->caps.color.mpc.gamut_remap It sets the current transformation matrix (CTM) apply to pixel data after the lookup through the degamma LUT and before the lookup through the gamma LUT. The data is interpreted as a struct drm_color_ctm. Setting NULL means bypass.

DRM CRTC Gamma 1D LUT + AMD CRTC Gamma TF Described by: dc->caps.color.mpc.ogam_ram After all that, you might still want to convert the content to wire encoding. No worries, in addition to DRM CRTC 1D LUT, we ve got a AMD CRTC gamma transfer function (TF) to make it happen. Possible TF values are defined by enum amdgpu_transfer_function. Pre-defined transfer functions:

• there is no MPC Gamma ROM. Curves are calculated by AMD color modules.
• supported curves: Identity, sRGB inverse EOTF, BT.709 OETF, PQ inverse EOTF, HLG OETF, and Gamma 2.2, Gamma 2.4, Gamma 2.6 inverse EOTF.

The 1D LUT currently accepts 4096 entries of 8-bit. The data is interpreted as an array of struct drm_color_lut elements. When setting CRTC Gamma TF (!= Identity) and LUT at the same time, the color module will combine the pre-defined TF and the custom LUT values into the LUT that s actually programmed. Setting TF = Identity/Default and LUT to NULL means bypass. References:

• [PATCH v3 12/32] drm/amd/display: add CRTC gamma TF driver-specific property
• [PATCH v3 15/32] drm/amd/display: add CRTC gamma TF support

Others

AMD CRTC Shaper and 3D LUT We have previously worked on exposing CRTC shaper and CRTC 3D LUT, but they were removed from the AMD driver-specific color series because they lack userspace case. CRTC shaper and 3D LUT works similar to plane shaper and 3D LUT but after blending (MPC block). The difference here is that setting (not bypass) Shaper and Gamma blocks together are not expected, since both blocks are used to delinearize the input space. In summary, we either set Shaper + 3D LUT or Gamma.

Input and Output Color Space Conversion There are two other color capabilities of AMD display hardware that were integrated to DRM by previous works and worth a brief explanation here. The DC Input CSC sets pre-defined coefficients from the values of DRM plane color_range and color_encoding properties. It is used for color space conversion of the input content. On the other hand, we have de DC Output CSC (OCSC) sets pre-defined coefficients from DRM connector colorspace properties. It is uses for color space conversion of the composed image to the one supported by the sink. References:

• [PATCH] amd/display/dc: Fix COLOR_ENCODING and COLOR_RANGE doing nothing for DCN20+
• [PATCH v6 00/13] Enable Colorspace connector property in amdgpu

The search for rainbow treasures is not over yet If you want to understand a little more about this work, be sure to watch Joshua and I presented two talks at XDC 2023 about AMD/Steam Deck colors on Gamescope:

• The rainbow treasure map: advanced color management on Linux with AMD/Steam Deck
• Rainbow Frogs: HDR + Color Management in Gamescope/SteamOS

In the time between the first and second part of this blog post, Uma Shashank and Chaitanya Kumar Borah published the plane color pipeline for Intel and Harry Wentland implemented a generic API for DRM based on VKMS support. We discussed these two proposals and the next steps for Color on Linux during the Color Management workshop at XDC 2023 and I briefly shared workshop results in the 2023 XDC lightning talk session. The search for rainbow treasures is not over yet! We plan to meet again next year in the 2024 Display Hackfest in Coru a-Spain (Igalia s HQ) to keep up the pace and continue advancing today s display needs on Linux. Finally, a HUGE thank you to everyone who worked with me on exploring AMD s color capabilities and making them available in userspace.

Review: Going Infinite, by Michael Lewis

Publisher:	W.W. Norton & Company
Copyright:	2023
ISBN:	1-324-07434-5
Format:	Kindle
Pages:	255

My first reaction when I heard that Michael Lewis had been embedded with Sam Bankman-Fried working on a book when Bankman-Fried's cryptocurrency exchange FTX collapsed into bankruptcy after losing billions of dollars of customer deposits was "holy shit, why would you talk to Michael Lewis about your dodgy cryptocurrency company?" Followed immediately by "I have to read this book." This is that book. I wasn't sure how Lewis would approach this topic. His normal (although not exclusive) area of interest is financial systems and crises, and there is lots of room for multiple books about cryptocurrency fiascoes using someone like Bankman-Fried as a pivot. But Going Infinite is not like The Big Short or Lewis's other financial industry books. It's a nearly straight biography of Sam Bankman-Fried, with just enough context for the reader to follow his life. To understand what you're getting in Going Infinite, I think it's important to understand what sort of book Lewis likes to write. Lewis is not exactly a reporter, although he does explain complicated things for a mass audience. He's primarily a storyteller who collects people he finds fascinating. This book was therefore never going to be like, say, Carreyrou's Bad Blood or Isaac's Super Pumped. Lewis's interest is not in a forensic account of how FTX or Alameda Research were structured. His interest is in what makes Sam Bankman-Fried tick, what's going on inside his head. That's not a question Lewis directly answers, though. Instead, he shows you Bankman-Fried as Lewis saw him and was able to reconstruct from interviews and sources and lets you draw your own conclusions. Boy did I ever draw a lot of conclusions, most of which were highly unflattering. However, one conclusion I didn't draw, and had been dubious about even before reading this book, was that Sam Bankman-Fried was some sort of criminal mastermind who intentionally plotted to steal customer money. Lewis clearly doesn't believe this is the case, and with the caveat that my study of the evidence outside of this book has been spotty and intermittent, I think Lewis has the better of the argument. I am utterly fascinated by this, and I'm afraid this review is going to turn into a long summary of my take on the argument, so here's the capsule review before you get bored and wander off: This is a highly entertaining book written by an excellent storyteller. I am also inclined to believe most of it is true, but given that I'm not on the jury, I'm not that invested in whether Lewis is too credulous towards the explanations of the people involved. What I do know is that it's a fantastic yarn with characters who are too wild to put in fiction, and I thoroughly enjoyed it. There are a few things that everyone involved appears to agree on, and therefore I think we can take as settled. One is that Bankman-Fried, and most of the rest of FTX and Alameda Research, never clearly distinguished between customer money and all of the other money. It's not obvious that their home-grown accounting software (written entirely by one person! who never spoke to other people! in code that no one else could understand!) was even capable of clearly delineating between their piles of money. Another is that FTX and Alameda Research were thoroughly intermingled. There was no official reporting structure and possibly not even a coherent list of employees. The environment was so chaotic that lots of people, including Bankman-Fried, could have stolen millions of dollars without anyone noticing. But it was also so chaotic that they could, and did, literally misplace millions of dollars by accident, or because Bankman-Fried had problems with object permanence. Something that was previously less obvious from news coverage but that comes through very clearly in this book is that Bankman-Fried seriously struggled with normal interpersonal and societal interactions. We know from multiple sources that he was diagnosed with ADHD and depression (Lewis describes it specifically as anhedonia, the inability to feel pleasure). The ADHD in Lewis's account is quite severe and does not sound controlled, despite medication; for example, Bankman-Fried routinely played timed video games while he was having important meetings, forgot things the moment he stopped dealing with them, was constantly on his phone or seeking out some other distraction, and often stimmed (by bouncing his leg) to a degree that other people found it distracting. Perhaps more tellingly, Bankman-Fried repeatedly describes himself in diary entries and correspondence to other people (particularly Caroline Ellison, his employee and on-and-off secret girlfriend) as being devoid of empathy and unable to access his own emotions, which Lewis supports with stories from former co-workers. I'm very hesitant to diagnose someone via a book, but, at least in Lewis's account, Bankman-Fried nearly walks down the symptom list of antisocial personality disorder in his own description of himself to other people. (The one exception is around physical violence; there is nothing in this book or in any of the other reporting that I've seen to indicate that Bankman-Fried was violent or physically abusive.) One of the recurrent themes of this book is that Bankman-Fried never saw the point in following rules that didn't make sense to him or worrying about things he thought weren't important, and therefore simply didn't. By about a third of the way into this book, before FTX is even properly started, very little about its eventual downfall will seem that surprising. There was no way that Sam Bankman-Fried was going to be able to run a successful business over time. He was extremely good at probabilistic trading and spotting exploitable market inefficiencies, and extremely bad at essentially every other aspect of living in a society with other people, other than a hit-or-miss ability to charm that worked much better with large audiences than one-on-one. The real question was why anyone would ever entrust this man with millions of dollars or decide to work for him for longer than two weeks. The answer to those questions changes over the course of this story. Later on, it was timing. Sam Bankman-Fried took the techniques of high frequency trading he learned at Jane Street Capital and applied them to exploiting cryptocurrency markets at precisely the right time in the cryptocurrency bubble. There was far more money than sense, the most ruthless financial players were still too leery to get involved, and a rising tide was lifting all boats, even the ones that were piles of driftwood. When cryptocurrency inevitably collapsed, so did his businesses. In retrospect, that seems inevitable. The early answer, though, was effective altruism. A full discussion of effective altruism is beyond the scope of this review, although Lewis offers a decent introduction in the book. The short version is that a sensible and defensible desire to use stronger standards of evidence in evaluating charitable giving turned into a bizarre navel-gazing exercise in making up statistical risks to hypothetical future people and treating those made-up numbers as if they should be the bedrock of one's personal ethics. One of the people most responsible for this turn is an Oxford philosopher named Will MacAskill. Sam Bankman-Fried was already obsessed with utilitarianism, in part due to his parents' philosophical beliefs, and it was a presentation by Will MacAskill that converted him to the effective altruism variant of extreme utilitarianism. In Lewis's presentation, this was like joining a cult. The impression I came away with feels like something out of a science fiction novel: Bankman-Fried knew there was some serious gap in his thought processes where most people had empathy, was deeply troubled by this, and latched on to effective altruism as the ethical framework to plug into that hole. So much of effective altruism sounds like a con game that it's easy to think the participants are lying, but Lewis clearly believes Bankman-Fried is a true believer. He appeared to be sincerely trying to make money in order to use it to solve existential threats to society, he does not appear to be motivated by money apart from that goal, and he was following through (in bizarre and mostly ineffective ways). I find this particularly believable because effective altruism as a belief system seems designed to fit Bankman-Fried's personality and justify the things he wanted to do anyway. Effective altruism says that empathy is meaningless, emotion is meaningless, and ethical decisions should be made solely on the basis of expected value: how much return (usually in safety) does society get for your investment. Effective altruism says that all the things that Sam Bankman-Fried was bad at were useless and unimportant, so he could stop feeling bad about his apparent lack of normal human morality. The only thing that mattered was the thing that he was exceptionally good at: probabilistic reasoning under uncertainty. And, critically to the foundation of his business career, effective altruism gave him access to investors and a recruiting pool of employees, things he was entirely unsuited to acquiring the normal way. There's a ton more of this book that I haven't touched on, but this review is already quite long, so I'll leave you with one more point. I don't know how true Lewis's portrayal is in all the details. He took the approach of getting very close to most of the major players in this drama and largely believing what they said happened, supplemented by startling access to sources like Bankman-Fried's personal diary and Caroline Ellis's personal diary. (He also seems to have gotten extensive information from the personal psychiatrist of most of the people involved; I'm not sure if there's some reasonable explanation for this, but based solely on the material in this book, it seems to be a shocking breach of medical ethics.) But Lewis is a storyteller more than he's a reporter, and his bias is for telling a great story. It's entirely possible that the events related here are not entirely true, or are skewed in favor of making a better story. It's certainly true that they're not the complete story. But, that said, I think a book like this is a useful counterweight to the human tendency to believe in moral villains. This is, frustratingly, a counterweight extended almost exclusively to higher-class white people like Bankman-Fried. This is infuriating, but that doesn't make it wrong. It means we should extend that analysis to more people. Once FTX collapsed, a lot of people became very invested in the idea that Bankman-Fried was a straightforward embezzler. Either he intended from the start to steal everyone's money or, more likely, he started losing money, panicked, and stole customer money to cover the hole. Lots of people in history have done exactly that, and lots of people involved in cryptocurrency have tenuous attachments to ethics, so this is a believable story. But people are complicated, and there's also truth in the maxim that every villain is the hero of their own story. Lewis is after a less boring story than "the crook stole everyone's money," and that leads to some bias. But sometimes the less boring story is also true. Here's the thing: even if Sam Bankman-Fried never intended to take any money, he clearly did intend to mix customer money with Alameda Research funds. In Lewis's account, he never truly believed in them as separate things. He didn't care about following accounting or reporting rules; he thought they were boring nonsense that got in his way. There is obvious criminal intent here in any reading of the story, so I don't think Lewis's more complex story would let him escape prosecution. He refused to follow the rules, and as a result a lot of people lost a lot of money. I think it's a useful exercise to leave mental space for the possibility that he had far less obvious reasons for those actions than that he was a simple thief, while still enforcing the laws that he quite obviously violated. This book was great. If you like Lewis's style, this was some of the best entertainment I've read in a while. Highly recommended; if you are at all interested in this saga, I think this is a must-read. Rating: 9 out of 10

Review: A Killing Frost, by Seanan McGuire

Series:	October Daye #14
Publisher:	DAW
Copyright:	2020
ISBN:	0-7564-1253-6
Format:	Kindle
Pages:	351

A Killing Frost is the 14th book in the October Daye urban fantasy series and a direct plot sequel to the events of The Brightest Fell. You definitely cannot start here. This review has some relationship spoilers here for things that you would be expecting after the first five or six books, but which you wouldn't know when reading the first few books of the series. If you haven't started the series yet but plan to, consider skipping this review; if you haven't started reading this series, it will probably be meaningless anyway. Finally, events seem to have slowed, enough trauma has been healed, and Toby is able to seriously consider getting married. However, no sooner is the thought voiced than fae politics injects itself yet again. In order to get married without creating potentially substantial future problems for herself and her family, Toby will have to tie up some loose ends. Since one of those loose ends is a price from the Luidaeg that has been haunting her family for decades, this is easier said than done. The Brightest Fell had a very unsatisfying ending. This, after a two book interlude, is the proper end to that story. I picked this up when I had a bunch of stressful things going on and I wanted to be entertained without having to do much work as a reader. Once again, this series delivered exactly that. The writing is repetitive and a bit clunky, McGuire hammers the same emotional points into the ground, and one does wonder about Toby's tendency to emulate a half-human battering ram, but every book has me engrossed and turning the pages. Everyone should have at least one book series on the go that offers reliable, low-effort entertainment. The initial lever that McGuire uses to push Toby into this plot (fae marriage requirements that had never previously been mentioned) felt rather strained and arbitrary, and I spent the first part of the book grumbling a bit about it. However, there is a better reason for this complication that is revealed with time, and which implies some interesting things about how the fae see heroes and how they use them to solve problems. Now I'm wondering if McGuire will explore that some more in later books. This is the "all is revealed" book about Simon Torquill. As we get later into the series, these "all is revealed" books are coming more frequently. So far, I'm finding the revelations satisfying, which is a lot harder than it looks with a series this long and with this many hidden details. There are a few directions the series is taking that aren't my favorite (the Daoine Sidhe obsession with being the Best Fae is getting a bit boring, for example), but none of them seem egregiously off, and I'm deeply invested in the answers to the remaining questions. Toby hits a personal record here for not explaining the dangerous things she's doing because people might talk her out of it. It makes for a tense and gripping climax, but wow I felt for her friends and family, and substantial parts of that risk seemed unnecessary. This is pointed out to her in no uncertain terms, and I'm wondering if it will finally stick. Toby's tendency to solve complicated problems by bleeding on them is part of what gives this series its charm, but I wouldn't mind her giving other people more of a chance to come up with better plans. I did not like this one as well as the previous two books, mostly because I prefer the Luidaeg-centric stories to the Daoine-Sidhe-centric stories, but if you're enjoying the series to this point, this won't be an exception. It's a substantial improvement on The Brightest Fell and did a lot to salvage that story for me, although there are still some aspects of it that need better explanations. Followed by When Sorrows Come. As usual, there is a novella included in at least the Kindle edition. "Shine in Pearl": I was again hoping for more Gillian, but alas. Instead, and breaking with the tendency for the novellas to be side stories unrelated to the main novel, this fleshes out Simon's past and the other primary relationship driving the novel's plot. It's... fine? The best parts by far are the scenes from Dianda's viewpoint, which are just as refreshingly blunt as Dianda is elsewhere. Neither of the other two characters are favorites of mine, and since the point of the story is to describe the tragedy that is resolved in the plot of the main novel, it's somewhat depressing. Not my favorite of the novellas; not the worst of them. (6) Rating: 7 out of 10

At the moment I am hard at work putting together the final bits for the AppStream 1.0 release (hopefully to be released this month). The new release comes with many new new features, an improved developer API and removal of most deprecated things (so it carefully breaks compatibility with very old data and the previous C API). One of the tasks for the upcoming 1.0 release was #481 asking about a formal way to distinguish Linux phone applications from desktop applications. AppStream infamously does not support any is-for-phone label for software components, instead the decision whether something is compatible with a device is based the the device s capabilities and the component s requirements. This allows for truly adaptive applications to describe their requirements correctly, and does not lock us into form factors going into the future, as there are many and the feature range between a phone, a tablet and a tiny laptop is quite fluid. Of course the match to current device capabilities check does not work if you are a website ranking phone compatibility. It also does not really work if you are a developer and want to know which devices your component / application will actually be considered compatible with. One goal for AppStream 1.0 is to have its library provide more complete building blocks to software centers. Instead of just a here s the data, interpret it according to the specification API, libappstream now interprets the specification for the application and provides API to handle most common operations like checking device compatibility. For developers, AppStream also now implements a few virtual chassis configurations , to roughly gauge which configurations a component may be compatible with. To test the new code, I ran it against the large Debian and Flatpak repositories to check which applications are considered compatible with what chassis/device type already. The result was fairly disastrous, with many applications not specifying compatibility correctly (many do, but it s by far not the norm!). Which brings me to the actual topic of this blog post: Very few seem to really know how to mark an application compatible with certain screen sizes and inputs! This is most certainly a matter of incomplete guides and good templates, so maybe this post can help with that a bit:

The ultimate cheat-sheet to mark your app chassis-type compatible As a quick reminder, compatibility is indicated using AppStream s relations system: A requires relation indicates that the system will not run at all or will run terribly if the requirement is not met. If the requirement is not met, it should not be installable on a system. A recommends relation means that it would be advantageous to have the recommended items, but it s not essential to run the application (it may run with a degraded experience without the recommended things though). And a supports relation means a given interface/device/control/etc. is supported by this application, but the application may work completely fine without it.

I have a desktop-only application A desktop-only application is characterized by needing a larger screen to fit the application, and requiring a physical keyboard and accurate mouse input. This type is assumed by default if no capabilities are set for an application, but it s better to be explicit. This is the metadata you need:

<component type="desktop-application">
  <id>org.example.desktopapp</id>
  <name>DesktopApp</name>
  [...]
  <requires>
    <display_length>768</display_length>
    <control>keyboard</control>
    <control>pointing</control>
  </requires>
  [...]
</component>

With this requires relation, you require a small-desktop sized screen (at least 768 device-independent pixels (dp) on its smallest edge) and require a keyboard and mouse to be present / connectable. Of course, if your application needs more minimum space, adjust the requirement accordingly. Note that if the requirement is not met, your application may not be offered for installation.

Note: Device-independent / logical pixels One logical pixel (= device independent pixel) roughly corresponds to the visual angle of one pixel on a device with a pixel density of 96 dpi (for historical X11 reasons) and a distance from the observer of about 52 cm, making the physical pixel about 0.26 mm in size. When using logical pixels as unit, they might not always map to exact physical lengths as their exact size is defined by the device providing the display. They do however accurately depict the maximum amount of pixels that can be drawn in the depicted direction on the device s display space. AppStream always uses logical pixels when measuring lengths in pixels.

I have an application that works on mobile and on desktop / an adaptive app Adaptive applications have fewer hard requirements, but a wide range of support for controls and screen sizes. For example, they support touch input, unlike desktop apps. An example MetaInfo snippet for these kind of apps may look like this:

<component type="desktop-application">
  <id>org.example.adaptive_app</id>
  <name>AdaptiveApp</name>
  [...]
  <requires>
    <display_length>360</display_length>
  </requires>
  <supports>
    <control>keyboard</control>
    <control>pointing</control>
    <control>touch</control>
  </supports>
  [...]
</component>

Unlike the pure desktop application, this adaptive application requires a much smaller lowest display edge length, and also supports touch input, in addition to keyboard and mouse/touchpad precision input.

I have a pure phone/table app Making an application a pure phone application is tricky: We need to mark it as compatible with phones only, while not completely preventing its installation on non-phone devices (even though its UI is horrible, you may want to test the app, and software centers may allow its installation when requested explicitly even if they don t show it by default). This is how to achieve that result:

<component type="desktop-application">
  <id>org.example.phoneapp</id>
  <name>PhoneApp</name>
  [...]
  <requires>
    <display_length>360</display_length>
  </requires>
  <recommends>
    <display_length compare="lt">1280</display_length>
    <control>touch</control>
  </recommends>
  [...]
</component>

We require a phone-sized display minimum edge size (adjust to a value that is fit for your app!), but then also recommend the screen to have a smaller edge size than a larger tablet/laptop, while also recommending touch input and not listing any support for keyboard and mouse. Please note that this blog post is of course not a comprehensive guide, so if you want to dive deeper into what you can do with requires/recommends/suggests/supports, you may want to have a look at the relations tags described in the AppStream specification.

Validation It is still easy to make mistakes with the system requirements metadata, which is why AppStream 1.0 will provide more commands to check MetaInfo files for system compatibility. Current pre-1.0 AppStream versions already have an is-satisfied command to check if the application is compatible with the currently running operating system:

:~$ appstreamcli is-satisfied ./org.example.adaptive_app.metainfo.xml
Relation check for: */*/*/org.example.adaptive_app/*
Requirements:
   Unable to check display size: Can not read information without GUI toolkit access.
Recommendations:
   No recommended items are set for this software.
Supported:
  Physical keyboard found.
  Pointing device (e.g. a mouse or touchpad) found.
   This software supports touch input.

In addition to this command, AppStream 1.0 will introduce a new one as well: check-syscompat. This command will check the component against libappstream s mock system configurations that define a most common (whatever that is at the time) configuration for a respective chassis type. If you pass the --details flag, you can even get an explanation why the component was considered or not considered for a specific chassis type:

:~$ appstreamcli check-syscompat --details ./org.example.phoneapp.metainfo.xml
Chassis compatibility check for: */*/*/org.example.phoneapp/*
Desktop:
   Incompatible
   recommends: This software recommends a display with its shortest edge
   being << 1280 px in size, but the display of this device has 1280 px.
   recommends: This software recommends a touch input device.
Laptop:
   Incompatible
   recommends: This software recommends a display with its shortest edge 
   being << 1280 px in size, but the display of this device has 1280 px.
   recommends: This software recommends a touch input device.
Server:
   Incompatible
   requires: This software needs a display for graphical content.
   recommends: This software needs a display for graphical content.
   recommends: This software recommends a touch input device.
Tablet:
  Compatible (100%)
Handset:
  Compatible (100%)

I hope this is helpful for people. Happy metadata writing!

Review: Monstrous Regiment, by Terry Pratchett

Series:	Discworld #31
Publisher:	Harper
Copyright:	October 2003
Printing:	August 2014
ISBN:	0-06-230741-X
Format:	Mass market
Pages:	457

Monstrous Regiment is the 31st Discworld novel, but it mostly stands by itself. You arguably could start here, although you would miss the significance of Vimes's presence and the references to The Truth. The graphical reading order guide puts it loosely after The Truth and roughly in the Industrial Revolution sequence, but the connections are rather faint.

There was always a war. Usually they were border disputes, the national equivalent of complaining that the neighbor was letting their hedge row grow too long. Sometimes they were bigger. Borogravia was a peace-loving country in the middle of treacherous, devious, warlike enemies. They had to be treacherous, devious, and warlike; otherwise, we wouldn't be fighting them, eh? There was always a war.

Polly's brother, who wanted nothing more than to paint (something that the god Nuggan and the ever-present Duchess certainly did not consider appropriate for a strapping young man), was recruited to fight in the war and never came back. Polly is worried about him and tired of waiting for news. Exit Polly, innkeeper's daughter, and enter the young lad Oliver Perks, who finds the army recruiters in a tavern the next town over. One kiss of the Duchess's portrait later, and Polly is a private in the Borogravian army. I suspect this is some people's favorite Discworld novel. If so, I understand why. It was not mine, for reasons that I'll get into, but which are largely not Pratchett's fault and fall more into the category of pet peeves. Pratchett has dealt with both war and gender in the same book before. Jingo is also about a war pushed by a ruling class for stupid reasons, and featured a substantial subplot about Nobby cross-dressing that turns into a deeper character re-evaluation. I thought the war part of Monstrous Regiment was weaker (this is part of my complaint below), but gender gets a considerably deeper treatment. Monstrous Regiment is partly about how arbitrary and nonsensical gender roles are, and largely about how arbitrary and abusive social structures can become weirdly enduring because they build up their own internally reinforcing momentum. No one knows how to stop them, and a lot of people find familiar misery less frightening than unknown change, so the structure continues despite serving no defensible purpose. Recently, there was a brief attempt in some circles to claim Pratchett posthumously for the anti-transgender cause in the UK. Pratchett's daughter was having none of it, and any Pratchett reader should have been able to reject that out of hand, but Monstrous Regiment is a comprehensive refutation written by Pratchett himself some twenty years earlier. Polly is herself is not transgender. She thinks of herself as a woman throughout the book; she's just pretending to be a boy. But she also rejects binary gender roles with the scathing dismissal of someone who knows first-hand how superficial they are, and there is at least one transgender character in this novel (although to say who would be a spoiler). By the end of the book, you will have no doubt that Pratchett's opinion about people imposing gender roles on others is the same as his opinion about every other attempt to treat people as things. That said, by 2023 standards the treatment of gender here seems... naive? I think 2003 may sadly have been a more innocent time. We're now deep into a vicious backlash against any attempt to question binary gender assignment, but very little of that nastiness and malice is present here. In one way, this is a feature; there's more than enough of that in real life. However, it also makes the undermining of gender roles feel a bit too easy. There are good in-story reasons for why it's relatively simple for Polly to pass as a boy, but I still spent a lot of the book thinking that passing as a private in the army would be a lot harder and riskier than this. Pratchett can't resist a lot of cross-dressing and gender befuddlement jokes, all of which are kindly and wry but (at least for me) hit a bit differently in 2023 than they would have in 2003. The climax of the story is also a reference to a classic UK novel that to even name would be to spoil one or both of the books, but which I thought pulled the punch of the story and dissipated a lot of the built-up emotional energy. My larger complaints, though, are more idiosyncratic. This is a war novel about the enlisted ranks, including the hazing rituals involved in joining the military. There are things I love about military fiction, but apparently that reaction requires I have some sympathy for the fight or the goals of the institution. Monstrous Regiment falls into the class of war stories where the war is pointless and the system is abusive but the camaraderie in the ranks makes service oddly worthwhile, if not entirely justifiable. This is a real feeling that many veterans do have about military service, and I don't mean to question it, but apparently reading about it makes me grumbly. There's only so much of the apparently gruff sergeant with a heart of gold that I can take before I start wondering why we glorify hazing rituals as a type of tough love, or why the person with some authority doesn't put a direct stop to nastiness instead of providing moral support so subtle you could easily blink and miss it. Let alone the more basic problems like none of these people should have to be here doing this, or lots of people are being mangled and killed to make possible this heart-warming friendship. Like I said earlier, this is a me problem, not a Pratchett problem. He's writing a perfectly reasonable story in a genre I just happen to dislike. He's even undermining the genre in the process, just not quite fast enough or thoroughly enough for my taste. A related grumble is that Monstrous Regiment is very invested in the military trope of naive and somewhat incompetent officers who have to be led by the nose by experienced sergeants into making the right decision. I have never been in the military, but I work in an industry in which it is common to treat management as useless incompetents at best and actively malicious forces at worst. This is, to me, one of the most persistently obnoxious attitudes in my profession, and apparently my dislike of it carries over as a low tolerance for this very common attitude towards military hierarchy. A full expansion of this point would mostly be about the purpose of management, division of labor, and people's persistent dismissal of skills they don't personally have and may perceive as gendered, and while some of that is tangentially related to this book, it's not closely-related enough for me to bore you with it in a review. Maybe I'll write a stand-alone blog post someday. Suffice it to say that Pratchett deployed a common trope that most people would laugh at and read past without a second thought, but that for my own reasons started getting under my skin by the end of the novel. All of that grumbling aside, I did like this book. It is a very solid Discworld novel that does all the typical things a Discworld novel does: likable protagonists you can root for, odd and fascinating side characters, sharp and witty observations of human nature, and a mostly enjoyable ending where most of the right things happen. Polly is great; I was very happy to read a book from her perspective and would happily read more. Vimes makes a few appearances being Vimes, and while I found his approach in this book less satisfying than in Jingo, I'll still take it. And the examination of gender roles, even if a bit less fraught than current politics, is solid Pratchett morality. The best part of this book for me, by far, is Wazzer. I think that subplot was the most Discworld part of this book: a deeply devout belief in a pseudo-godlike figure that is part of the abusive social structure that creates many of the problems of the book becomes something considerably stranger and more wonderful. There is a type of belief that is so powerful that it transforms the target of that belief, at least in worlds like Discworld that have a lot of ambient magic. Not many people have that type of belief, and having it is not a comfortable experience, but it makes for a truly excellent story. Monstrous Regiment is a solid Discworld novel. It was not one of my favorites, but it probably will be someone else's favorite for a host of good reasons. Good stuff; if you've read this far, you will enjoy it. Followed by A Hat Full of Sky in publication order, and thematically (but very loosely) by Going Postal. Rating: 8 out of 10

There is an article The Inappropriately Excluded by the Polymath Archives [1] that gets cited a lot. Mainly by Mensa types who think that their lack of success is due to being too smart. The Main Claim is Wrong The main claim is:
The probability of entering and remaining in an intellectually elite profession such as Physician, Judge, Professor, Scientist, Corporate Executive, etc. increases with IQ to about 133. It then falls by about 1/3 at 140. By 150 IQ the probability has fallen from its peak by 97%! The first thing to consider is whether taking those professions is a smart thing to do. These are the types of jobs that a school career adviser would tell you are good choices for well paying jobs, but really there s lots of professional positions that get similar pay with less demanding work. Physicians have to deal with people who are sick and patients who die including cases where the physician needs to make a recommendation on incomplete information where the wrong choice will result in serious injury or death, there are significant benefits to being a medical researcher or doing biological engineering. Being a Judge has a high public profile and has a reasonable amount of pressure, good for status but you can probably earn more money with less work as a corporate lawyer. Being a professor is a position that is respected but which in many countries is very poorly paid. In a mid-size company executives probably get about $300k compared to $220k for middle managers and $100k-$180k for senior professional roles in the same company. There has been research on how much happyness is increased by having more money, here is one from CBS saying that income up to $500K can increase happiness[2] which contradicts previous research suggesting that income over $75K didn t provide much benefit. I think that part of this is determined by the conditions that you live in, if you live in a country like Australia with cheap healthcare then you won t feel as great a need to hoard money. Another part is whether you feel obliged to compete with other people for financial status, if driving an old car of a non-prestige brand while my neighbours have new BMWs concerned me then I might desire an executive position. I think that the smart thing to do is to get work that is relatively enjoyable, pays enough for all the essentials and some reasonable luxury, and doesn t require excessive effort or long hours. Unless you have a great need for attention from other people then for every job with a high profile there will be several with similar salaries but less attention. The main point of the article is that people with high IQs all want to reach the pinnacle of their career path and don t do so because they are excluded. It doesn t consider the possibility that smart people might have chosen the option that s best for them. For example I ve seen what my manager and the CIO of my company do and it doesn t look like fun for me. I m happy to have them earn more than me as compensation for doing things I don t want to do. Why is This Happening? This section of the article starts with Because of the dearth of objective evidence, the cause of the exclusion cannot be determined directly which is possibly where they should have given up. Also I could have concluded this blog post with I m not excluded from this list of jobs that suck , but I will continue listing problems with the article. One claim in the article is:
Garth Zietsman has said, referring to people with D15IQs over 152, A common experience with people in this category or higher is that they are not wanted the masses (including the professional classes) find them an affront of some sort. The question I have is whether it s being smart or being a jerk that the masses find to be an affront, I m guessing the latter. I don t recall seeing evidence outside high school of people inherently disliking smarter people. The article claims that We have no reason to conclude that this upper limit on IQ differences changes in adulthood . Schools don t cater well to smart kids and it isn t good for kids to have no intellectual peers. One benefit I ve found in the Free Software community is that there are a lot of smart people. Regarding leadership it claims D.K. Simonton found that persuasiveness is at its maximum when the IQ differential between speaker and audience is about 20 points . A good counter example is Julius Sumner Miller who successfully combined science education and advertising for children s chocolate [3]. Maybe being a little smarter than other people makes it more difficult to communicate with them but being as smart as Julius Sumner Miller can outweigh that. The article goes on to claim that the intellectual elites have an average IQ of 125 because they have to convince people who have an average IQ of 105. I think that if that 20 point difference was really a thing then you would have politicians with an IQ of 125 appointing leaders of the public service with an IQ of 145 who would then hire scientific advisers with an IQ of 165. In a corporate environment a CEO with an IQ of 125 could hire a CIO with an IQ of 145 who could then hire IT staff with an IQ of 165. If people with 165 IQs wanted to be Prime Minister or CEO that might suck for them, but if they wanted to have the most senior technical roles in public service or corporations then it would work out well. For the work I do I almost never speak to a CEO and rarely speak to anyone who regularly speaks to them, if CEOs don t like me and won t hire people like me then it doesn t matter to me as I won t meet them. Inappropriate Educational Options The section on Inappropriate Educational Options is one where I almost agree with the author. I say almost because I don t think that schools are good for anyone. Yes schools have some particular problems for smart kids, but they also have serious problems for kids who are below average IQ, kids who have problems at home, kids who are disabled, etc. Most schools fail so many groups of kids in so many ways that the overall culture of schools can t be functional. Social Isolation The section on Social Isolation is another where I almost agree with the author. But as with schools I think that society overall is poorly structured to support people such that people on the entire range of IQs have more difficulty in finding friends and relationships than they should. One easy change to make would be to increase the minimum wage such that one minimum wage job can support a family without working more than 35 hours a week and to set the maximum work week to something less than 40 hours Atlassian has a good blog post about the data on working weeks [4]. Wired has an article suggesting that 5 hours a day is an ideal work time for some jobs [5]. We also need improvements in public transport and city design to have less wasted time and better options for socialising. Conclusion The blogspot site hosting the article in question also has a very complex plan for funding a magazine for such articles [6]. The problems with that funding model start with selling advertising that converts to shares in a Turks & Caicos company in an attempt to circumvent securities regulations (things don t work that way). Then it goes in to some complex formulas for where money will go. This isn t the smart way to start a company, the smart way is to run a kickstarter with fixed rewards for specific amounts of contributions and then possibly have an offer of profit sharing with people who donate extra or something. As a general rule when doing something that s new to you it s a good idea to look at how others have succeeded at it in the past. Devising an experimental new way of doing something is best reserved to people who have some experience withe the more common methods. Mentioning this may seem like an ad hominem attack, but I think it s relevant to consider this in the context of people who score well in IQ tests but don t do so well in other things. Maybe someone who didn t think that they were a lot smarter than everyone else would have tried to launch a magazine in a more common way and actually had some success at it. In a more general sense I think that people who believe that they are suffering because of being too smart are in a similar category as incels. It s more of a psychological problem than anything else and one that they could solve for themselves.

• [1] http://polymatharchives.blogspot.com/2015/01/the-inappropriately-excluded.html
• [2] https://tinyurl.com/ys2jdzzp
• [3] https://en.wikipedia.org/wiki/Julius_Sumner_Miller
• [4] https://tinyurl.com/yz55u53g
• [5] https://www.wired.co.uk/article/working-day-time-five-hours
• [6] http://polymatharchives.blogspot.com/p/prepaid-footer-ad.html