[R-SIG-Mac] Large number calculations causing system crash

Simon Urbanek @|mon@urb@nek @end|ng |rom R-project@org
Wed Feb 9 21:51:45 CET 2022


Carl,

this is more than expected - your machine simply does not have enough memory for the computations you are trying to do, so at some point it crashes due to over-committed virtual memory. macOS tries really hard to not raise out-of-memory exceptions, sometimes to its detriment. The crash you're sending is just one of the random processes (your window session) you have that got killed when the memory ran out.

The code you sent needs ca. 33GB for the computation, but you have only 16GB. 

This is not a memory leak, just look at what you are generating: your kterm object for j2=10 is ca. 7.5GB alone (3e6 values at 1e5 precision, that is ca. 2.5k per value so 7.5GB). Now you need at least 3x as much for computation to hold the intermediate terms. So really, it's far more efficient to pick smaller chunks as they will compute faster and need less memory.

Cheers,
Simon




> On Feb 10, 2022, at 4:01 AM, Carl Witthoft <carl using witthoft.com> wrote:
> 
> First, the function in use:
> (this is an ancient series approximation for pi)
> 
> mnilak <- function(K, init = 3, kmpbits = 400){
> 	# if  starting w/ init != 3, have to allow k to be a pair for start and
> #  end term numbers
> if (length(K) < 2 ) {
> 		K <- 1:K
> 	} else{
> 		K <- K[1] : K[2]
> 		}
> 	kterm = 2 * mpfr(K, kmpbits)
> 	init = mpfr(init, kmpbits)
> #mpfr is pissy about power function, so
> 	mneg1 <- mpfr(-1,kmpbits)
> 	npi = init + 4 * sum((mneg1)^(kterm/2 +1)/(kterm * (kterm+1) * (kterm+2)))
> 	return (invisible(list(npi = npi, kvals = K)))
> }
> 
> This first chunk of R code runs fine:
> 
> kone <- c(1,2,5,10,20,50,100 , 200,500,1000)
> nilone <- list()
> kmp = 2e4
> for (jone in 1:length(kone)) {
> nilone[[jone]]  <- mnilak(jone,kmp=kmp)
> }
> 
> Now I try to run longer sums
> 
> nilout <- list()
> nilout[[1]] <-  nilone[[10]]
> 
> ktwo <- c( 1e3,5e3, 1e4, 2e4, 5e4, 1e5, 2e5, 5e5, 1e6, 2e6, 5e6)
> kmp = 10000
> 
> for (j2 in 1:(length(ktwo)-1) ){
> 	K2 <- c(ktwo[j2]+1, ktwo[j2+1])
> 	nilout[[j2+1]] <- mnilak(K2, init = nilout[[j2]]$npi, kmp=kmp)
> }
> 
> I've watched as the memory used by R goes over 23 Gig .  When I come by a few minutes later, my iMac (BigSur) has crashed and rebooted. This has happened repeatedly.
> 
> Here is the only crash report file I could find, "WindowServer_[date]_iMac.crash
> 
> Process:               WindowServer [3068]
> Path: /System/Library/PrivateFrameworks/SkyLight.framework/Versions/A/Resources/WindowServer
> Identifier:            WindowServer
> Version:               600.00 (588.7)
> Code Type:             X86-64 (Native)
> Parent Process:        launchd [1]
> Responsible:           WindowServer [3068]
> User ID:               88
> 
> Date/Time:             2022-02-09 07:57:08.034 -0500
> OS Version:            macOS 11.6 (20G165)
> Report Version:        12
> Anonymous UUID:        06BC54B2-C024-4D02-B7E8-4A0EA45B9406
> 
> Sleep/Wake UUID:       FC4C6E20-FC71-465B-AA6D-08F4BA4D8C05
> 
> Time Awake Since Boot: 180000 seconds
> Time Since Wake:       6200 seconds
> 
> System Integrity Protection: enabled
> 
> Crashed Thread:        0  Dispatch queue: com.apple.main-thread
> 
> Exception Type:        EXC_CRASH (SIGKILL)
> Exception Codes:       0x0000000000000000, 0x0000000000000000
> Exception Note:        EXC_CORPSE_NOTIFY
> 
> Termination Reason:    WATCHDOG, [0x1] monitoring timed out for service
> Termination Details:   WATCHDOG, checkin with service: WindowServer returned not alive with context:
> unresponsive work processor(s): WindowServer main thread
> 40 seconds since last successful checkin, 593 total successsful checkins since wake (0 induced crashes)
> 
> Application Specific Information:
> StartTime:2022-02-08 17:04:20
> GPU:AMD
> MetalDevice for accelerator(0xbf3f): 0x7fa677f22a68 (MTLDevice: 0x7fa67ab79000)
> IOService:/AppleACPIPlatformExpert/PCI0 using 0/AppleACPIPCI/PEG0 using 1/IOPP/GFX0 using 0/ATY,Tolten using 0/AMDFramebufferVIB
> boot-args:
> 
> Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
> 0   libsystem_platform.dylib      	0x00007fff2055410c _platform_memmove$VARIANT$Haswell + 268
> 1   com.apple.SkyLight            	0x00007fff24e08d23 ManagedBufferPool::EncodeVertexData(void*, unsigned long, unsigned long) + 325
> 2   com.apple.SkyLight            	0x00007fff2503d330 emit_colored_verts_for_region(MetalContext*, float, CGSRegionObject*, float vector[4]) + 408
> 3   com.apple.SkyLight            	0x00007fff2503dd84 CompositorMetal::composite(WSCompositeSourceLayer*, WSCompositeDestination*, bool, bool) + 322
> 4   com.apple.SkyLight            	0x00007fff2503868b CompositorMetal::CompositeLayersToDestination(WSCompositeSourceLayer*, WSCompositeDestination*, unsigned long long) + 229
> 5   com.apple.SkyLight            	0x00007fff2501b8d1 CaptureSurfaceMetal::Populate(WSCompositeSourceLayer*) + 185
> 6   com.apple.SkyLight            	0x00007fff24f6f6a9 WSCALayerBacking::Flatten(double, double) + 2153
> 7   com.apple.SkyLight            	0x00007fff24f41274 WSCAWindowBacking::PopulateFlattenedContent(unsigned int*) + 460
> 8   com.apple.SkyLight            	0x00007fff24fb8896 prepare_CoreAnimation_update_state(CGXConnection*, CGXWindowSubArray, WSCAPrepareState*) + 6817
> 9   com.apple.SkyLight            	0x00007fff24faeb07 CGXUpdateDisplay + 4726
> 10  com.apple.SkyLight            	0x00007fff24fa78a3 update_display_callback(void*, double) + 1507
> 11  com.apple.SkyLight            	0x00007fff2501120a run_timer_pass + 482
> 12  com.apple.SkyLight            	0x00007fff25011338 non_coalesced_timer_handler + 16
> 13  com.apple.SkyLight            	0x00007fff2504d3a9 post_port_data + 265
> 14  com.apple.SkyLight            	0x00007fff2504cffd CGXRunOneServicesPass + 1719
> 15  com.apple.SkyLight            	0x00007fff2504dd8f server_loop + 91
> 16  com.apple.SkyLight            	0x00007fff2504db61 SLXServer + 1889
> 17  WindowServer                  	0x000000010db7b320 0x10db78000 + 13088
> 18  libdyld.dylib                 	0x00007fff2052cf3d start + 1
> 
> Thread 1:: com.apple.coreanimation.render-server
> 0   libsystem_kernel.dylib        	0x00007fff204dc2ba mach_msg_trap + 10
> 1   libsystem_kernel.dylib        	0x00007fff204dc62c mach_msg + 60
> 2   com.apple.QuartzCore          	0x00007fff26dbf84c CA::Render::Server::server_thread(void*) + 498
> 3   com.apple.QuartzCore          	0x00007fff26dbf647 thread_fun(void*) + 25
> 4   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 5   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 2:: Dispatch queue: com.apple.VirtualDisplayListener
> 0   libsystem_kernel.dylib        	0x00007fff204dc2ba mach_msg_trap + 10
> 1   libsystem_kernel.dylib        	0x00007fff204dc62c mach_msg + 60
> 2   libsystem_kernel.dylib        	0x00007fff204e4863 mach_msg_server_once + 255
> 3   com.apple.CoreDisplay         	0x00007fff21794441 -[VirtualDisplayListener rx] + 77
> 4   libdispatch.dylib             	0x00007fff20366623 _dispatch_call_block_and_release + 12
> 5   libdispatch.dylib             	0x00007fff20367806 _dispatch_client_callout + 8
> 6   libdispatch.dylib             	0x00007fff2036d5ea _dispatch_lane_serial_drain + 606
> 7   libdispatch.dylib             	0x00007fff2036e0ad _dispatch_lane_invoke + 366
> 8   libdispatch.dylib             	0x00007fff20377c0d _dispatch_workloop_worker_thread + 811
> 9   libsystem_pthread.dylib       	0x00007fff2050e45d _pthread_wqthread + 314
> 10  libsystem_pthread.dylib       	0x00007fff2050d42f start_wqthread + 15
> 
> Thread 3:: IOHIDService - RunLoopCompatibilityThread
> 0   libsystem_kernel.dylib        	0x00007fff204dc2ba mach_msg_trap + 10
> 1   libsystem_kernel.dylib        	0x00007fff204dc62c mach_msg + 60
> 2   com.apple.CoreFoundation      	0x00007fff2060949f __CFRunLoopServiceMachPort + 316
> 3   com.apple.CoreFoundation      	0x00007fff20607b7f __CFRunLoopRun + 1328
> 4   com.apple.CoreFoundation      	0x00007fff20606f8c CFRunLoopRunSpecific + 563
> 5   com.apple.CoreFoundation      	0x00007fff2068d8b2 CFRunLoopRun + 40
> 6   com.apple.framework.IOKit     	0x00007fff22d1cb77 __IOHIDServiceRunLoopCompatibilityThread + 306
> 7   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 8   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 4:
> 0   libsystem_kernel.dylib        	0x00007fff204dc2ba mach_msg_trap + 10
> 1   libsystem_kernel.dylib        	0x00007fff204dc62c mach_msg + 60
> 2   com.apple.CoreDisplay         	0x00007fff21873e85 CoreDisplay::Mach::Server::Start() + 147
> 3   com.apple.CoreDisplay         	0x00007fff21873fed void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct> >, void (CoreDisplay::Mach::Server::*)(), CoreDisplay::Mach::Server*> >(void*) + 59
> 4   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 5   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 5:
> 0   libsystem_pthread.dylib       	0x00007fff2050d420 start_wqthread + 0
> 
> Thread 6:
> 0   libsystem_pthread.dylib       	0x00007fff2050d420 start_wqthread + 0
> 
> Thread 7:
> 0   libsystem_kernel.dylib        	0x00007fff204dc30e semaphore_timedwait_trap + 10
> 1   libdispatch.dylib             	0x00007fff20367d15 _dispatch_sema4_timedwait + 72
> 2   libdispatch.dylib             	0x00007fff20368145 _dispatch_semaphore_wait_slow + 58
> 3   libdispatch.dylib             	0x00007fff20376656 _dispatch_worker_thread + 284
> 4   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 5   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 8:
> 0   libsystem_kernel.dylib        	0x00007fff204dc30e semaphore_timedwait_trap + 10
> 1   libdispatch.dylib             	0x00007fff20367d15 _dispatch_sema4_timedwait + 72
> 2   libdispatch.dylib             	0x00007fff20368145 _dispatch_semaphore_wait_slow + 58
> 3   libdispatch.dylib             	0x00007fff20376656 _dispatch_worker_thread + 284
> 4   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 5   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 9:
> 0   libsystem_pthread.dylib       	0x00007fff2050d420 start_wqthread + 0
> 
> Thread 10:
> 0   libsystem_pthread.dylib       	0x00007fff2050d420 start_wqthread + 0
> 
> Thread 11:
> 0   libsystem_kernel.dylib        	0x00007fff204dc30e semaphore_timedwait_trap + 10
> 1   libdispatch.dylib             	0x00007fff20367d15 _dispatch_sema4_timedwait + 72
> 2   libdispatch.dylib             	0x00007fff20368145 _dispatch_semaphore_wait_slow + 58
> 3   libdispatch.dylib             	0x00007fff20376656 _dispatch_worker_thread + 284
> 4   libsystem_pthread.dylib       	0x00007fff205118fc _pthread_start + 224
> 5   libsystem_pthread.dylib       	0x00007fff2050d443 thread_start + 15
> 
> Thread 0 crashed with X86 Thread State (64-bit):
>  rax: 0x00000001ac604000  rbx: 0x00007fa677c12050  rcx: 0x0000000000000020  rdx: 0x00000000000000a0
>  rdi: 0x00000001ac604020  rsi: 0x00007ffee2075e70  rbp: 0x00007ffee2075db0  rsp: 0x00007ffee2075db0
>   r8: 0x00007ffee2075e20   r9: 0x00007fa67dda0d68  r10: 0x00007fff85ebb800  r11: 0xffff8002ca58e1b0
>  r12: 0x00007ffee2075e50  r13: 0x00007fa677ebf490  r14: 0x00000000000000c0  r15: 0x00007fff203af800
>  rip: 0x00007fff2055410c  rfl: 0x0000000000010206  cr2: 0x000070000f583000
> 
> Logical CPU:     0
> Error Code:      0x01000026
> Trap Number:     133
> 
> Thread 0 instruction stream not available.
> 
> Thread 0 last branch register state not available.
> 
> 
> Binary Images:
>       0x10db78000 -        0x10db7bfff  WindowServer (600.00 - 588.7) <7E7C495A-F3AF-3960-BF1F-907002868052> /System/Library/PrivateFrameworks/SkyLight.framework/Resources/WindowServer
>       0x10dc1e000 -        0x10dc29fff com.apple.iokit.hid.IOHIDNXEventTranslatorSessionFilter (1.0 - 1) <A785D1F3-7A58-3B60-98CF-3E7DE7721BFF> /System/Library/HIDPlugins/IOHIDNXEventTranslatorSessionFilter.plugin/Contents/MacOS/IOHIDNXEventTranslatorSessionFilter
>       0x10dc3e000 -        0x10dc41fff com.apple.iokit.hid.IOHIDDFREventFilter (1.0 - 1) <CA61CC1D-6833-3CFA-BFF1-FB42A9410571> /System/Library/HIDPlugins/IOHIDDFREventFilter.plugin/Contents/MacOS/IOHIDDFREventFilter
>       0x10dc4e000 -        0x10dc59fff  com.apple.IOAnalytics (1.0 - 1) <27C05B54-45CC-3ACA-B910-AFD3C6757D50> /System/Library/HIDPlugins/SessionFilters/IOAnalytics.plugin/Contents/MacOS/IOAnalytics
>       0x10dc8b000 -        0x10dc8efff com.apple.iokit.plugin.AmbientLightSensorHID (344 - 344) <8CF2B8AB-EB38-36BA-B9B1-CFD6E3008E5F> /System/Library/Extensions/AppleSMCLMU.kext/Contents/PlugIns/AmbientLightSensorHID.plugin/Contents/MacOS/AmbientLightSensorHID
>       0x10dc9f000 -        0x10dca2fff com.apple.iokit.hid.IOHIDNXEventTranslatorServiceFilter (1.0 - 1) <E012D991-B017-3C5C-8F82-DC43E33AD552> /System/Library/HIDPlugins/IOHIDNXEventTranslatorServiceFilter.plugin/Contents/MacOS/IOHIDNXEventTranslatorServiceFilter
>       0x10dcdb000 -        0x10dce2fff com.apple.iokit.hid.IOHIDEventProcessorFilter (1.0 - 1) <F237E706-EF35-30A3-A8B5-64A6E6F22B1A> /System/Library/HIDPlugins/IOHIDEventProcessorFilter.plugin/Contents/MacOS/IOHIDEventProcessorFilter
>       0x10dcf3000 -        0x10dcf6fff com.apple.iokit.IOHIDNXEventRouter (2.0.0 - 2.0.0) <8FEC343D-B347-3F55-B06A-01F2DE08F916> /System/Library/Extensions/IOHIDFamily.kext/Contents/PlugIns/IOHIDNXEventRouter.plugin/Contents/MacOS/IOHIDNXEventRouter
>       0x10dd0c000 -        0x10dd0ffff com.apple.IOHIDEventServicePlugin (1.0 - 1) <5CFDF25A-0BCD-34F9-B72A-5FC751FEB227> /System/Library/HIDPlugins/ServicePlugins/IOHIDEventServicePlugin.plugin/Contents/MacOS/IOHIDEventServicePlugin
>       0x10dd25000 -        0x10dd30fff com.apple.iokit.hid.IOHIDPointerScrollFilter (1.0 - 1) <1A756695-8167-3117-B8E2-63B07BEC3559> /System/Library/HIDPlugins/IOHIDPointerScrollFilter.plugin/Contents/MacOS/IOHIDPointerScrollFilter
>       0x10dd46000 -        0x10dd55fff com.apple.iokit.hid.IOHIDKeyboardFilter (1.0 - 1) <DA39297C-3E09-3B25-AE32-17F2F0B80285> /System/Library/HIDPlugins/IOHIDKeyboardFilter.plugin/Contents/MacOS/IOHIDKeyboardFilter
>       0x10dde1000 -        0x10dde4fff com.apple.driver.IOAccelerator2D (442.9 - 442.9) <C17C466A-431F-33EC-9207-BF4AE1FF207B> /System/Library/Extensions/IOAccelerator2D.plugin/Contents/MacOS/IOAccelerator2D
>       0x10df37000 -        0x10df4efff  TouchBarEvent.bundle (267) <22D92B86-5FB2-3808-A8F7-361B67E726DA> /System/Library/CoreServices/TouchBarEvent.bundle
>       0x110000000 -        0x110733fff  CursorAsset (588.7) <1A56CDF0-0274-3A28-AB4C-D0491233F2EE> /System/Library/PrivateFrameworks/SkyLight.framework/Versions/A/Resources/CursorAsset
>       0x111266000 -        0x111301fff  dyld (852.2) <0CC19410-FD43-39AE-A32A-50273F8303A4> /usr/lib/dyld
>    0x7fff20249000 -     0x7fff2024afff  libsystem_blocks.dylib (79) <925E3B6D-184D-3E73-97B1-643C4ADB387A> /usr/lib/system/libsystem_blocks.dylib
>    0x7fff2024b000 -     0x7fff20280fff  libxpc.dylib (2038.120.1) <FFFB49D7-2CA6-3E1F-AE4E-5697B19B7D76> /usr/lib/system/libxpc.dylib
>    0x7fff20281000 -     0x7fff20298fff  libsystem_trace.dylib (1277.120.1) <7E800ECA-DFDB-3737-A3C5-FFDE37E65383> /usr/lib/system/libsystem_trace.dylib
>    0x7fff20299000 -     0x7fff20336fff  libcorecrypto.dylib (1000.140.4) <D211160D-E22F-3440-8054-1F5824519C7F> /usr/lib/system/libcorecrypto.dylib
>    0x7fff20337000 -     0x7fff20363fff  libsystem_malloc.dylib (317.140.5) <050E37E1-1458-3F80-BFA3-F1488570169D> /usr/lib/system/libsystem_malloc.dylib
>    0x7fff20364000 -     0x7fff203a8fff  libdispatch.dylib (1271.120.2) <8144B0BD-90D2-3EAE-999F-AB0D14082088> /usr/lib/system/libdispatch.dylib
>    0x7fff203a9000 -     0x7fff203e2fff  libobjc.A.dylib (824) <8C7C49A1-4211-3E4C-BA3D-160D675EEE96> /usr/lib/libobjc.A.dylib
>    0x7fff203e3000 -     0x7fff203e5fff  libsystem_featureflags.dylib (28.60.1) <E5C43AE3-19E7-3DAB-8B5D-D79A4B68B5C0> /usr/lib/system/libsystem_featureflags.dylib
>    0x7fff203e6000 -     0x7fff2046efff  libsystem_c.dylib (1439.141.1) <3C273899-4CBE-32D5-BB31-7A449743204F> /usr/lib/system/libsystem_c.dylib
>    0x7fff2046f000 -     0x7fff204c4fff  libc++.1.dylib (905.6) <FD6DB1CB-B14B-3404-8BEB-B459C2F6C303> /usr/lib/libc++.1.dylib
>    0x7fff204c5000 -     0x7fff204dafff  libc++abi.dylib (905.6) <D0CDDF98-1C04-300F-B685-4A4C59C04C42> /usr/lib/libc++abi.dylib
>    0x7fff204db000 -     0x7fff2050afff  libsystem_kernel.dylib (7195.141.6) <78289AAE-61B5-339F-A485-8819BC2388F2> /usr/lib/system/libsystem_kernel.dylib
>    0x7fff2050b000 -     0x7fff20516fff  libsystem_pthread.dylib (454.120.2) <1268FF2D-A513-3B51-BA65-AF2FF5789DDB> /usr/lib/system/libsystem_pthread.dylib
>    0x7fff20517000 -     0x7fff20552fff  libdyld.dylib (852.2) <3DE0178A-0AEE-3D08-AE19-6C6403F69BA1> /usr/lib/system/libdyld.dylib
>    0x7fff20553000 -     0x7fff2055cfff  libsystem_platform.dylib (254.80.2) <EF52D569-09F5-32E1-B1B3-34E2CA55A017> /usr/lib/system/libsystem_platform.dylib
>    0x7fff2055d000 -     0x7fff20588fff  libsystem_info.dylib (542.40.3) <55B39B7F-957B-3D99-A8DF-7CA80D38155D> /usr/lib/system/libsystem_info.dylib
>    0x7fff20589000 -     0x7fff20a26fff  com.apple.CoreFoundation (6.9 - 1778.101) <8CF9D741-ADFF-3D5E-ACDE-DC342701EE0D> /System/Library/Frameworks/CoreFoundation.framework/Versions/A/CoreFoundation
>    0x7fff20a27000 -     0x7fff20c5cfff  com.apple.LaunchServices (1122.44 - 1122.44) <C285E620-3D2F-3AD0-8A3D-BB1FC540FE44> /System/Library/Frameworks/CoreServices.framework/Versions/A/Frameworks/LaunchServices.framework/Versions/A/LaunchServices
>    0x7fff20c5d000 -     0x7fff20d31fff  com.apple.gpusw.MetalTools (1.0 - 1) <C41024C5-01E7-3A66-A1F8-D7BC767260D8> /System/Library/PrivateFrameworks/MetalTools.framework/Versions/A/MetalTools
>    0x7fff20d32000 -     0x7fff20f8efff  libBLAS.dylib (1336.140.1) <170AFA22-1234-3DE9-9D94-52B3BE18E34E> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib
>    0x7fff20f8f000 -     0x7fff20fdcfff  com.apple.Lexicon-framework (1.0 - 86.2) <B7047A55-806D-3B32-A2D6-885D824E54A6> /System/Library/PrivateFrameworks/Lexicon.framework/Versions/A/Lexicon
>    0x7fff20fdd000 -     0x7fff2104bfff  libSparse.dylib (106) <1E68BF64-7432-3509-BC85-5DE95379E901> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libSparse.dylib
>    0x7fff2104c000 -     0x7fff210c9fff  com.apple.SystemConfiguration (1.20 - 1.20) <8FEB39D4-ACD6-39F2-8D1B-A57CACD5628F> /System/Library/Frameworks/SystemConfiguration.framework/Versions/A/SystemConfiguration
>    0x7fff210ca000 -     0x7fff210fefff  libCRFSuite.dylib (50) <BCDD0ED1-D2F4-3556-B218-4420C7EA47D2> /usr/lib/libCRFSuite.dylib
>    0x7fff210ff000 -     0x7fff21337fff  libmecabra.dylib (929.10) <D780814D-2BB2-3D84-820E-12E4C23C590E> /usr/lib/libmecabra.dylib
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>    0x7fff2bf08000 -     0x7fff2bfd5fff  com.apple.TextureIO (3.10.9 - 3.10.9) <4B778275-5F2D-36DA-A6AD-14C8E516E197> /System/Library/PrivateFrameworks/TextureIO.framework/Versions/A/TextureIO
>    0x7fff2bfd6000 -     0x7fff2bfdefff  com.apple.InternationalSupport (1.0 - 61.1) <56A6D4F8-FF5B-3F34-BD1A-249414F182E9> /System/Library/PrivateFrameworks/InternationalSupport.framework/Versions/A/InternationalSupport
>    0x7fff2bfdf000 -     0x7fff2c059fff  com.apple.datadetectorscore (8.0 - 674) <CDA8DABD-62A3-3E1C-9A76-B00E1E950254> /System/Library/PrivateFrameworks/DataDetectorsCore.framework/Versions/A/DataDetectorsCore
>    0x7fff2c05a000 -     0x7fff2c0b7fff  com.apple.UserActivity (439 - 439) <C272F369-1086-317C-A4CF-AE2E1EC4FFB4> /System/Library/PrivateFrameworks/UserActivity.framework/Versions/A/UserActivity
>    0x7fff2c8be000 -     0x7fff2cc94fff  libswiftCore.dylib (5.4 - 1205.0.24.15) <4B89DAB5-1737-3FAE-B501-B9CEB5578ACF> /usr/lib/swift/libswiftCore.dylib
>    0x7fff2cd25000 -     0x7fff2cd56fff  libSessionUtility.dylib (76.69) <400DF595-A30C-3AD3-A8BA-25260299ACE6> /System/Library/PrivateFrameworks/AudioSession.framework/libSessionUtility.dylib
>    0x7fff2cd57000 -     0x7fff2ce8bfff com.apple.audio.toolbox.AudioToolbox (1.14 - 1.14) <93226BB9-165F-3A42-8EE3-9670394C4DC9> /System/Library/Frameworks/AudioToolbox.framework/Versions/A/AudioToolbox
>    0x7fff2ce8c000 -     0x7fff2cef1fff  com.apple.audio.AudioSession (1.0 - 76.69) <ADC1C8FC-A444-3F15-A396-B4AB688BB326> /System/Library/PrivateFrameworks/AudioSession.framework/Versions/A/AudioSession
>    0x7fff2cef2000 -     0x7fff2cf04fff  libAudioStatistics.dylib (27.64) <74E8B615-03FE-327B-A8FB-EAC5EF117414> /usr/lib/libAudioStatistics.dylib
>    0x7fff2cf05000 -     0x7fff2cf14fff com.apple.speech.synthesis.framework (9.0.66 - 9.0.66) <CE36276F-23DD-32A3-9863-D3A5DDE5965E> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/SpeechSynthesis.framework/Versions/A/SpeechSynthesis
>    0x7fff2cf15000 -     0x7fff2cf81fff com.apple.ApplicationServices.ATS (377 - 516) <6E601872-2340-3675-9B6F-0C1DB991C54E> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/ATS.framework/Versions/A/ATS
>    0x7fff2cf82000 -     0x7fff2cf9afff  libresolv.9.dylib (68) <86A4BABF-3EFC-3113-BE8A-2D1AAAEF0194> /usr/lib/libresolv.9.dylib
>    0x7fff2d0cd000 -     0x7fff2d1acfff  libSMC.dylib (20) <CF88A94C-B5EE-306F-96A3-1442BA061C46> /usr/lib/libSMC.dylib
>    0x7fff2d1ad000 -     0x7fff2d20cfff  libcups.2.dylib (494.3) <2CE9752F-8763-3456-83CF-E4BCFB731153> /usr/lib/libcups.2.dylib
>    0x7fff2d20d000 -     0x7fff2d21cfff  com.apple.LangAnalysis (1.7.0 - 254) <AB67008E-5986-3974-B986-FDBFAC018CAB> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/LangAnalysis.framework/Versions/A/LangAnalysis
>    0x7fff2d21d000 -     0x7fff2d227fff  com.apple.NetAuth (6.2 - 6.2) <B5806BA7-9A6E-37A0-9AB9-6EC2D61844AC> /System/Library/PrivateFrameworks/NetAuth.framework/Versions/A/NetAuth
>    0x7fff2d228000 -     0x7fff2d22ffff  com.apple.ColorSyncLegacy (4.13.0 - 1) <86D9E9C9-C631-371E-824E-A203FE9E560A> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/ColorSyncLegacy.framework/Versions/A/ColorSyncLegacy
>    0x7fff2d230000 -     0x7fff2d23bfff  com.apple.QD (4.0 - 416) <1D8792FC-4A76-3B4F-82CF-3889C05768FE> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/QD.framework/Versions/A/QD
>    0x7fff2d23c000 -     0x7fff2d890fff com.apple.audio.AudioResourceArbitration (1.0 - 1) <C97CD66B-8267-3C39-B025-789864237928> /System/Library/PrivateFrameworks/AudioResourceArbitration.framework/Versions/A/AudioResourceArbitration
>    0x7fff2d891000 -     0x7fff2d89cfff  com.apple.perfdata (1.0 - 67.40.1) <10E2B0C5-83A4-368A-B972-7AFA40D5338C> /System/Library/PrivateFrameworks/perfdata.framework/Versions/A/perfdata
>    0x7fff2d89d000 -     0x7fff2d8abfff  libperfcheck.dylib (41) <A2D0E1A8-A98F-3DAA-B9FC-C033FC4CD9E0> /usr/lib/libperfcheck.dylib
>    0x7fff2d8ac000 -     0x7fff2d8bbfff  com.apple.Kerberos (3.0 - 1) <0074E20F-E7D8-31F5-AF41-0D7BF370CD50> /System/Library/Frameworks/Kerberos.framework/Versions/A/Kerberos
>    0x7fff2d8bc000 -     0x7fff2d90cfff  com.apple.GSS (4.0 - 2.0) <D546E52C-295F-3CCD-9925-03632FE72ECB> /System/Library/Frameworks/GSS.framework/Versions/A/GSS
>    0x7fff2d90d000 -     0x7fff2d91dfff  com.apple.CommonAuth (4.0 - 2.0) <DF20551B-1514-39B3-A52E-681A2E5F0D1C> /System/Library/PrivateFrameworks/CommonAuth.framework/Versions/A/CommonAuth
>    0x7fff2daee000 -     0x7fff2daeefff  liblaunch.dylib (2038.120.1) <4A353070-A560-3A98-8869-28C92435C6B2> /usr/lib/system/liblaunch.dylib
>    0x7fff2e715000 -     0x7fff2e80ffff  com.apple.combine (1.0 - 252.158) <478ED3F3-2FD3-32C0-8E9C-B652AA9341FF> /System/Library/Frameworks/Combine.framework/Versions/A/Combine
>    0x7fff2fd18000 -     0x7fff2fd3ffff  com.apple.RemoteViewServices (2.0 - 163) <7DBF2A51-CE8E-352E-9426-B83DC370ADDD> /System/Library/PrivateFrameworks/RemoteViewServices.framework/Versions/A/RemoteViewServices
>    0x7fff2fd40000 -     0x7fff2fd4ffff com.apple.SpeechRecognitionCore (6.1.25 - 6.1.25) <076E6A5F-4FEE-378B-9DCD-AFFA1348C64F> /System/Library/PrivateFrameworks/SpeechRecognitionCore.framework/Versions/A/SpeechRecognitionCore
>    0x7fff2fd50000 -     0x7fff2fd57fff com.apple.speech.recognition.framework (6.0.3 - 6.0.3) <DB80BAB9-5E83-32DB-A424-05BB19044665> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/SpeechRecognition.framework/Versions/A/SpeechRecognition
>    0x7fff2ff85000 -     0x7fff2ff85fff libsystem_product_info_filter.dylib (8.40.1) <78928329-DD98-3799-989D-870DF92FE8D5> /usr/lib/system/libsystem_product_info_filter.dylib
>    0x7fff3005d000 -     0x7fff3005dfff  com.apple.Accelerate.vecLib (3.11 - vecLib 3.11) <CDB56324-715E-3223-903F-EEC1D4E57F14> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/vecLib
>    0x7fff30083000 -     0x7fff30083fff  com.apple.CoreServices (1122.44 - 1122.44) <104E1757-7D8A-32D3-9B38-B23B1A8EAB17> /System/Library/Frameworks/CoreServices.framework/Versions/A/CoreServices
>    0x7fff3023f000 -     0x7fff3023ffff  com.apple.Accelerate (1.11 - Accelerate 1.11) <28463942-495F-3231-9348-32ABC601A1F5> /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate
>    0x7fff305ce000 -     0x7fff30726fff  libswiftFoundation.dylib (25.103) <87767E1E-D0C9-3B68-974D-2371386EA2E3> /usr/lib/swift/libswiftFoundation.dylib
>    0x7fff30af1000 -     0x7fff30b03fff  com.apple.PowerLog (1.0 - 1) <7A3E3B4D-5DA4-3D01-9188-4FE8A6859D15> /System/Library/PrivateFrameworks/PowerLog.framework/Versions/A/PowerLog
>    0x7fff3168c000 -     0x7fff316a1fff  libswiftDispatch.dylib (4.100.1) <503D809C-82D4-3B9B-B3FC-0DAD1A1BA96D> /usr/lib/swift/libswiftDispatch.dylib
>    0x7fff31837000 -     0x7fff318a6fff  com.apple.FrontBoardServices (703.16 - 703.16) <5088E177-3DF7-3F48-B340-7E6FF569C1E2> /System/Library/PrivateFrameworks/FrontBoardServices.framework/Versions/A/FrontBoardServices
>    0x7fff318a7000 -     0x7fff318d0fff  com.apple.BoardServices (1.0 - 526) <9932480F-CA31-362C-B5BB-263998D63224> /System/Library/PrivateFrameworks/BoardServices.framework/Versions/A/BoardServices
>    0x7fff32d2b000 -     0x7fff32d45fff  com.apple.BackBoardServices (1.0 - 1.0) <C21E697A-AB8B-3353-9B92-7DB6C09DE34D> /System/Library/PrivateFrameworks/BackBoardServices.framework/Versions/A/BackBoardServices
>    0x7fff3325e000 -     0x7fff3325efff  com.apple.ApplicationServices (48 - 50) <52BB5EB6-2C1B-34F9-8665-F50DD078E71B> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/ApplicationServices
>    0x7fff33573000 -     0x7fff33573fff  libHeimdalProxy.dylib (79) <A1B83B1E-006D-38A8-8878-FD6ECBBB9B1B> /System/Library/Frameworks/Kerberos.framework/Versions/A/Libraries/libHeimdalProxy.dylib
>    0x7fff336ad000 -     0x7fff336aefff  libswiftObjectiveC.dylib (3) <FB49234B-E9B2-369B-A24E-283BFE6E304E> /usr/lib/swift/libswiftObjectiveC.dylib
>    0x7fff336af000 -     0x7fff336c0fff  libswiftos.dylib (1000.120.2) <BB62C01F-6CE0-3809-AF62-2DB343132948> /usr/lib/swift/libswiftos.dylib
>    0x7fff35056000 -     0x7fff35059fff  com.apple.Cocoa (6.11 - 23) <237F7F6E-E7D1-363A-92AF-32B564728891> /System/Library/Frameworks/Cocoa.framework/Versions/A/Cocoa
>    0x7fff35061000 -     0x7fff35097fff  com.apple.AmbientDisplay (133.2 - 133.2) <C04CF35E-8FF5-308B-9D52-5F8B5C44E237> /System/Library/PrivateFrameworks/AmbientDisplay.framework/Versions/A/AmbientDisplay
>    0x7fff35c43000 -     0x7fff35c4afff  com.apple.DisplayServicesFW (3.1 - 380) <F794066C-55D0-3CC6-9BCD-C27207746B97> /System/Library/PrivateFrameworks/DisplayServices.framework/Versions/A/DisplayServices
>    0x7fff38573000 -     0x7fff38582fff  com.apple.HID (1.0 - 1) <2078CFB6-A410-3B7E-B012-AE2BF1A80887> /System/Library/PrivateFrameworks/HID.framework/Versions/A/HID
>    0x7fff3c041000 -     0x7fff3c04bfff  libswiftCoreGraphics.dylib (2) <28DA9562-BD85-33FE-817C-0FE936A8D95F> /usr/lib/swift/libswiftCoreGraphics.dylib
>    0x7fff3c04c000 -     0x7fff3c055fff  libswiftDarwin.dylib (??? - ???) <77C93514-3627-3B5D-A204-393C81DEA71D> /usr/lib/swift/libswiftDarwin.dylib
>    0x7fff3cd3d000 -     0x7fff3cd5cfff  com.apple.private.SystemPolicy (1.0 - 1) <8BC55621-1E45-33B3-BCD6-C59F1F390695> /System/Library/PrivateFrameworks/SystemPolicy.framework/Versions/A/SystemPolicy
>    0x7fff3d4c8000 -     0x7fff3d4cffff  com.apple.HIDAnalytics (1.0 - 1) <16D37741-EB4F-3D3F-930F-98DE723FCEFD> /System/Library/PrivateFrameworks/HIDAnalytics.framework/Versions/A/HIDAnalytics
>    0x7fff3d69a000 -     0x7fff3d6acfff  libmis.dylib (274.140.2) <570E2D9A-BC76-37F7-8CFC-E18AD5E81CE0> /usr/lib/libmis.dylib
>    0x7fff3d6ba000 -     0x7fff3d6bafff  libswiftCoreFoundation.dylib (1.6) <B6D014DB-4619-3CCD-81D3-7077C458E10B> /usr/lib/swift/libswiftCoreFoundation.dylib
>    0x7fff3d6c6000 -     0x7fff3d6c6fff  libswiftXPC.dylib (1.1) <51C80D70-4410-3051-B67C-250687BEF195> /usr/lib/swift/libswiftXPC.dylib
>    0x7fff3d6c7000 -     0x7fff3d6c7fff  libswiftCoreImage.dylib (1) <8990A4CE-4704-3594-836D-CA82860F0227> /usr/lib/swift/libswiftCoreImage.dylib
>    0x7fff3d6c8000 -     0x7fff3d6c8fff  libswiftIOKit.dylib (1) <BCB2B8BC-C209-36F5-B753-C4BE4C5EE34B> /usr/lib/swift/libswiftIOKit.dylib
>    0x7fff3fd13000 -     0x7fff3fd20fff  com.apple.FuseBoardServices (1.0 - 240) <79065AA0-422E-3E60-BBCA-E0529B0A0C23> /System/Library/PrivateFrameworks/FuseBoardServices.framework/Versions/A/FuseBoardServices
>    0x7fff40ed5000 -     0x7fff40edefff  com.apple.IOAccelMemoryInfo (1.0 - 1) <DFFBB3EE-333E-3A1E-B795-4A3A6DBA0F3A> /System/Library/PrivateFrameworks/IOAccelMemoryInfo.framework/Versions/A/IOAccelMemoryInfo
>    0x7fff41361000 -     0x7fff4137ffff  libCGInterfaces.dylib (544.4) <05A5B7E9-C79A-3FEA-AD6C-72FE168004C3> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vImage.framework/Versions/A/Libraries/libCGInterfaces.dylib
>    0x7fff41882000 -     0x7fff41898fff  com.apple.MSUDataAccessor (1.0 - 1) <EA383D77-7702-3FC4-9586-BADCE91DCDB0> /System/Library/PrivateFrameworks/MSUDataAccessor.framework/Versions/A/MSUDataAccessor
>    0x7fff45d69000 -     0x7fff45d6efff  libswiftMetal.dylib (1.3.1) <F37C12C7-8EC9-31DE-A1B6-7583C50E1476> /usr/lib/swift/libswiftMetal.dylib
>    0x7fff46460000 -     0x7fff464b7fff  libFDR.dylib (640.100.30) <00D40C2D-270A-3DE6-BE4F-7FAEC1C084BC> /usr/lib/libFDR.dylib
>    0x7fff46e2c000 -     0x7fff46e33fff  com.apple.HIDPreferences (1.0 - 1) <C2AA675D-B157-329C-B501-68F095040144> /System/Library/PrivateFrameworks/HIDPreferences.framework/Versions/A/HIDPreferences
>    0x7fff46e34000 -     0x7fff46e8efff  com.apple.HDRProcessing (1.117.54 - 1.117.54) <D6453D21-F278-3108-BAF2-49AB82D49930> /System/Library/PrivateFrameworks/HDRProcessing.framework/Versions/A/HDRProcessing
>    0x7fff48314000 -     0x7fff48315fff  libswiftQuartzCore.dylib (1) <F6543B69-C052-3954-888F-A2F2BAC9D44F> /usr/lib/swift/libswiftQuartzCore.dylib
>    0x7fff48619000 -     0x7fff4861ffff  com.apple.BezelServicesFW (344 - 344) <4091A3E3-CAFD-3B73-80DB-5592B1E8CC3E> /System/Library/PrivateFrameworks/BezelServices.framework/Versions/A/BezelServices
>    0x7fff49d03000 -     0x7fff49d59fff  libamsupport.dylib (250.120.1) <11D00A09-668F-3F4E-9C9C-C4AB646727FB> /usr/lib/libamsupport.dylib
>    0x7fff4eb73000 -     0x7fff4eb8afff com.apple.AppleGVACoreFramework (108.7.1 - 108.7.1) <EF53D7ED-8DFB-31FD-A2EA-80FAF6A1EA41> /System/Library/PrivateFrameworks/AppleGVACore.framework/Versions/A/AppleGVACore
>    0x7fff5cfde000 -     0x7fff5cfe1fff  libIOGTrace.dylib (585.1) <E99648FB-EB29-3651-9D80-C88E4CE3ABBD> /usr/lib/libIOGTrace.dylib
>    0x7fff69799000 -     0x7fff6979dfff  libmetal_timestamp.dylib (31001.192.1) <408D3E8F-D662-38FF-A0AB-79615D1BBD0D> /System/Library/PrivateFrameworks/GPUCompiler.framework/Versions/31001/Libraries/libmetal_timestamp.dylib
>    0x7fff6bbe4000 -     0x7fff6bbeafff  libCoreFSCache.dylib (200.11) <3C96E791-3964-32EA-A84A-00DF3455B43D> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreFSCache.dylib
>    0x7fff6bbeb000 -     0x7fff6bbeffff  libCoreVMClient.dylib (200.11) <966F49F6-D2D5-3ACB-9CFD-9F8D3C8C82F9> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreVMClient.dylib
>    0x7fff6bbf0000 -     0x7fff6bbfffff  com.apple.opengl (18.5.9 - 18.5.9) <5C26B170-E22B-3AAD-BA33-61304FFA70B2> /System/Library/Frameworks/OpenGL.framework/Versions/A/OpenGL
>    0x7fff6bc00000 -     0x7fff6bc02fff  libCVMSPluginSupport.dylib (18.5.9) <435F258D-95B5-3015-BDAC-4B8EF8E89F1E> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCVMSPluginSupport.dylib
>    0x7fff6bc03000 -     0x7fff6bc0bfff  libGFXShared.dylib (18.5.9) <851E0956-A16E-3F5D-B3BE-37B56C2BAA04> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGFXShared.dylib
>    0x7fff6bc0c000 -     0x7fff6bc3ffff  libGLImage.dylib (18.5.9) <687EBB15-1AB3-3815-A69D-58527655A92D> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLImage.dylib
>    0x7fff6bc40000 -     0x7fff6bc7cfff  libGLU.dylib (18.5.9) <29B7802C-F6E4-3DF1-B5D6-07B29C6D02B2> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLU.dylib
>    0x7fff6be11000 -     0x7fff6be1bfff  libGL.dylib (18.5.9) <8A4ED04C-9171-3CE2-A52A-E7C4D76A6EDA> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGL.dylib
>    0x7fff6d25b000 -     0x7fff6d2b3fff  com.apple.opencl (4.6 - 4.6) <713206B3-A335-3AC5-B342-4CE16BDF69F4> /System/Library/Frameworks/OpenCL.framework/Versions/A/OpenCL
>    0x7fff6dddd000 -     0x7fff6dff8fff  com.apple.AMDMTLBronzeDriver (4.6.20 - 4.0.6) <B213D062-98DC-30CE-B960-02373F8C3277> /System/Library/Extensions/AMDMTLBronzeDriver.bundle/Contents/MacOS/AMDMTLBronzeDriver
>    0x7fff75a09000 -     0x7fff75a0cfff  com.apple.ZhuGeSupport (1.0 - 4.40.1) <11A87DA5-EE2C-35FE-892A-DD9290E0C1DC> /System/Library/PrivateFrameworks/ZhuGeSupport.framework/Versions/A/ZhuGeSupport
>    0x7fff77a8f000 -     0x7fff77a96fff  libRosetta.dylib (203.58) <F72C2D50-7279-3497-8A59-56908F9661F3> /usr/lib/libRosetta.dylib
> 
> External Modification Summary:
>  Calls made by other processes targeting this process:
>    task_for_pid: 0
>    thread_create: 0
>    thread_set_state: 0
>  Calls made by this process:
>    task_for_pid: 0
>    thread_create: 0
>    thread_set_state: 0
>  Calls made by all processes on this machine:
>    task_for_pid: 0
>    thread_create: 0
>    thread_set_state: 0
> 
> VM Region Summary:
> ReadOnly portion of Libraries: Total=690.5M resident=0K(0%) swapped_out_or_unallocated=690.5M(100%)
> Writable regions: Total=2.4G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=2.4G(100%)
> 
>                                VIRTUAL   REGION
> REGION TYPE                        SIZE    COUNT (non-coalesced)
> ===========                     =======  =======
> Activity Tracing                   256K        1
> CG backing stores                 22.8M       85
> CG framebuffers                    1.4G       12
> CG framebuffers (reserved)       610.1M       11         reserved VM address space (unallocated)
> CoreAnimation                    277.7M     3348
> CoreGraphics                        28K        7
> Dispatch continuations            32.0M        1
> Kernel Alloc Once                    8K        1
> MALLOC                           106.0M      102
> MALLOC guard page                   32K        8
> Mach message (reserved)             12K        1         reserved VM address space (unallocated)
> STACK GUARD                       56.0M       12
> Stack                             14.1M       12
> VM_ALLOCATE                       22.6M      593
> VM_ALLOCATE (reserved)             152K       31         reserved VM address space (unallocated)
> __CGSERVER                          16K        1
> __DATA                            11.2M      301
> __DATA_CONST                      11.7M      185
> __DATA_DIRTY                       656K      108
> __FONT_DATA                          4K        1
> __LINKEDIT                       500.8M       30
> __OBJC_RO                         70.3M        1
> __OBJC_RW                         2496K        2
> __SLSERVER                          16K        1
> __TEXT                           189.9M      304
> __UNICODE                          588K        1
> mapped file                       42.5M        8
> shared memory                      604K       15
> ===========                     =======  =======
> TOTAL                              3.3G     5183
> TOTAL, minus reserved VM space     2.7G     5183
> 
> 
> -- 
> Carl Witthoft
> carl using witthoft.com
> resume: https://app.box.com/file/498153801347
> 
> _______________________________________________
> R-SIG-Mac mailing list
> R-SIG-Mac using r-project.org
> https://stat.ethz.ch/mailman/listinfo/r-sig-mac
> 



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