Bioconductor / GenomicAlignments

Representation and manipulation of short genomic alignments
https://bioconductor.org/packages/GenomicAlignments
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readGAlignmentPairs causes Floating point exception (core dumped) #11

Closed jayoung closed 4 years ago

jayoung commented 4 years ago

hi there,

I am getting a core dump trying to use readGAlignmentPairs to read in a bam file (actually a set of bam files). I can use readGAlignments on the same bam file without any trouble.

I get a similar issue whether I'm running R on a node of our linux cluster or on my mac. On the linux cluster it seems to happen every time I try to read the file, and on the mac it's a bit more hit and miss - sometimes it works fine, but repeating the same command a few seconds later causes R to crash. Weird.

Some code is below. I think I'm using the latest release versions of everything. I'm happy to upload a bam file somewhere if that's useful.

thanks!

Janet

on linux:

library(GenomicAlignments)
sessionInfo()

R version 3.6.2 (2019-12-12)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Ubuntu 14.04.5 LTS

Matrix products: default
BLAS/LAPACK: /app/easybuild/software/OpenBLAS/0.2.18-GCC-5.4.0-2.26-LAPACK-3.6.1/lib/libopenblas_prescottp-r0.2.18.so

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
 [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
 [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
 [9] LC_ADDRESS=C               LC_TELEPHONE=C            
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats4    parallel  stats     graphics  grDevices utils     datasets 
[8] methods   base     

other attached packages:
 [1] GenomicAlignments_1.22.1    Rsamtools_2.2.1            
 [3] Biostrings_2.54.0           XVector_0.26.0             
 [5] SummarizedExperiment_1.16.1 DelayedArray_0.12.2        
 [7] BiocParallel_1.20.1         matrixStats_0.55.0         
 [9] Biobase_2.46.0              GenomicRanges_1.38.0       
[11] GenomeInfoDb_1.22.0         IRanges_2.20.2             
[13] S4Vectors_0.24.3            BiocGenerics_0.32.0        

loaded via a namespace (and not attached):
[1] lattice_0.20-38        bitops_1.0-6           grid_3.6.2            
[4] zlibbioc_1.32.0        Matrix_1.2-18          tools_3.6.2           
[7] RCurl_1.95-4.12        compiler_3.6.2         GenomeInfoDbData_1.2.2

temp1 <- readGAlignments("mapToCombinedFlyYeastHumanGenomes_ATfiltReads/just_dm6_reads/zz_testR/Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam")

temp1
# GAlignments object with 421653 alignments and 0 metadata columns:
#            seqnames strand       cigar    qwidth     start       end     width
#               <Rle>  <Rle> <character> <integer> <integer> <integer> <integer>
#        [1]     chr4      -        151M       151         7       157       151
#        [2]     chr4      +      54M97H        54        24        77        54
## etc 

temp2 <- readGAlignmentPairs("mapToCombinedFlyYeastHumanGenomes_ATfiltReads/just_dm6_reads/zz_testR/Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam")
## Floating point exception (core dumped)

and on the mac

library(GenomicAlignments)
sessionInfo()

R version 3.6.2 (2019-12-12)
Platform: x86_64-apple-darwin15.6.0 (64-bit)
Running under: macOS Mojave 10.14.6

Matrix products: default
BLAS:   /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRlapack.dylib

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages:
[1] stats4    parallel  stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] GenomicAlignments_1.22.1    Rsamtools_2.2.1             Biostrings_2.54.0          
 [4] XVector_0.26.0              SummarizedExperiment_1.16.1 DelayedArray_0.12.2        
 [7] BiocParallel_1.20.1         matrixStats_0.55.0          Biobase_2.46.0             
[10] GenomicRanges_1.38.0        GenomeInfoDb_1.22.0         IRanges_2.20.2             
[13] S4Vectors_0.24.3            BiocGenerics_0.32.0        

loaded via a namespace (and not attached):
[1] lattice_0.20-38        bitops_1.0-6           grid_3.6.2             zlibbioc_1.32.0       
[5] Matrix_1.2-18          tools_3.6.2            RCurl_1.95-4.13        compiler_3.6.2        
[9] GenomeInfoDbData_1.2.2

temp1 <- readGAlignments("Desktop/test/again/Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam")

temp2 <- readGAlignmentPairs("Desktop/test/again/Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam")
# worked right after I copied the file into this location. 
# BUT after R crashes and I restart it and try it again, it does NOT work
# the the issue is sporadic - sometimes it works, sometimes it crashes R

here's the crazy long R-crash message my mac shows (it's a lot more verbose than the linux crash was....)

Process:               R [5060]
Path:                  /Applications/R.app/Contents/MacOS/R
Identifier:            org.R-project.R
Version:               R 3.6.2 GUI 1.70 El Capitan build (7735)
Code Type:             X86-64 (Native)
Parent Process:        ??? [1]
Responsible:           R [5060]
User ID:               504

Date/Time:             2020-01-29 17:54:41.837 -0800
OS Version:            Mac OS X 10.14.6 (18G2022)
Report Version:        12
Anonymous UUID:        C98D92BF-E276-1288-F466-4F0DA6071B06

Time Awake Since Boot: 21000 seconds

System Integrity Protection: enabled

Crashed Thread:        0  Dispatch queue: com.apple.main-thread

Exception Type:        EXC_ARITHMETIC (SIGFPE)
Exception Codes:       EXC_I386_DIV (divide by zero)
Exception Note:        EXC_CORPSE_NOTIFY

Termination Signal:    Floating point exception: 8
Termination Reason:    Namespace SIGNAL, Code 0x8
Terminating Process:   exc handler [5060]

Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
0   Rsamtools.so                    0x000000010c6c5ea3 Template::is_mate(bam1_t const*, bam1_t const*, unsigned int const*) const + 51
1   Rsamtools.so                    0x000000010c6c5b59 Template::mate(std::__1::queue<std::__1::list<bam1_t const*, std::__1::allocator<bam1_t const*> >, std::__1::deque<std::__1::list<bam1_t const*, std::__1::allocator<bam1_t const*> >, std::__1::allocator<std::__1::list<bam1_t const*, std::__1::allocator<bam1_t const*> > > > >&, unsigned int const*) + 441
2   Rsamtools.so                    0x000000010c6c55e8 BamIterator::mate_touched_templates() + 168
3   Rsamtools.so                    0x000000010c6c71b4 BamFileIterator::iterate_inprogress(BGZF*) + 164
4   Rsamtools.so                    0x000000010c6c1f6a BamIterator::yield(BGZF*, bam_mates_t*) + 90
5   Rsamtools.so                    0x000000010c6c2763 samread_mate + 147
6   Rsamtools.so                    0x000000010c6d949b _do_scan_bam + 619
7   Rsamtools.so                    0x000000010c6d9a18 _scan_bam + 360
8   libR.dylib                      0x00000001042a7f54 R_doDotCall + 2996
9   libR.dylib                      0x00000001042a95f3 do_dotcall + 323 (dotcode.c:1252)
10  libR.dylib                      0x00000001042dfc61 bcEval + 27617 (eval.c:6721)
11  libR.dylib                      0x00000001042d894d Rf_eval + 445
12  libR.dylib                      0x00000001042f58c3 forcePromise + 179 (eval.c:516)
13  libR.dylib                      0x000000010430014c getvar + 828
14  libR.dylib                      0x00000001042dcef4 bcEval + 15988 (eval.c:6517)
15  libR.dylib                      0x00000001042d894d Rf_eval + 445
16  libR.dylib                      0x00000001042f58c3 forcePromise + 179 (eval.c:516)
17  libR.dylib                      0x000000010430014c getvar + 828
18  libR.dylib                      0x00000001042dcef4 bcEval + 15988 (eval.c:6517)
19  libR.dylib                      0x00000001042d894d Rf_eval + 445
20  libR.dylib                      0x00000001042f58c3 forcePromise + 179 (eval.c:516)
21  libR.dylib                      0x000000010430014c getvar + 828
22  libR.dylib                      0x00000001042dcef4 bcEval + 15988 (eval.c:6517)
23  libR.dylib                      0x00000001042d894d Rf_eval + 445
24  libR.dylib                      0x00000001042f58c3 forcePromise + 179 (eval.c:516)
25  libR.dylib                      0x000000010430014c getvar + 828
26  libR.dylib                      0x00000001042dcef4 bcEval + 15988 (eval.c:6517)
27  libR.dylib                      0x00000001042d894d Rf_eval + 445
28  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
29  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
30  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
31  libR.dylib                      0x00000001042d894d Rf_eval + 445
32  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
33  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
34  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
35  libR.dylib                      0x00000001042d894d Rf_eval + 445
36  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
37  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
38  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
39  libR.dylib                      0x00000001042d894d Rf_eval + 445
40  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
41  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
42  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
43  libR.dylib                      0x00000001042d894d Rf_eval + 445
44  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
45  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
46  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
47  libR.dylib                      0x00000001042d894d Rf_eval + 445
48  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
49  libR.dylib                      0x00000001042f7f43 R_execMethod + 611 (eval.c:1954)
50  methods.so                      0x000000010fb698e7 R_dispatchGeneric + 2455
51  libR.dylib                      0x000000010433dec3 do_standardGeneric + 675 (objects.c:1287)
52  libR.dylib                      0x00000001042dfc61 bcEval + 27617 (eval.c:6721)
53  libR.dylib                      0x00000001042d894d Rf_eval + 445
54  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
55  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
56  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
57  libR.dylib                      0x00000001042d894d Rf_eval + 445
58  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
59  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
60  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
61  libR.dylib                      0x00000001042d894d Rf_eval + 445
62  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
63  libR.dylib                      0x00000001042f7f43 R_execMethod + 611 (eval.c:1954)
64  methods.so                      0x000000010fb698e7 R_dispatchGeneric + 2455
65  libR.dylib                      0x000000010433dec3 do_standardGeneric + 675 (objects.c:1287)
66  libR.dylib                      0x00000001042dfc61 bcEval + 27617 (eval.c:6721)
67  libR.dylib                      0x00000001042d894d Rf_eval + 445
68  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
69  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
70  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
71  libR.dylib                      0x00000001042d894d Rf_eval + 445
72  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
73  libR.dylib                      0x00000001042f7f43 R_execMethod + 611 (eval.c:1954)
74  methods.so                      0x000000010fb698e7 R_dispatchGeneric + 2455
75  libR.dylib                      0x000000010433dec3 do_standardGeneric + 675 (objects.c:1287)
76  libR.dylib                      0x00000001042dfc61 bcEval + 27617 (eval.c:6721)
77  libR.dylib                      0x00000001042d894d Rf_eval + 445
78  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
79  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
80  libR.dylib                      0x00000001042dfd71 bcEval + 27889 (eval.c:6740)
81  libR.dylib                      0x00000001042d894d Rf_eval + 445
82  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
83  libR.dylib                      0x00000001042f7f43 R_execMethod + 611 (eval.c:1954)
84  methods.so                      0x000000010fb698e7 R_dispatchGeneric + 2455
85  libR.dylib                      0x000000010433dec3 do_standardGeneric + 675 (objects.c:1287)
86  libR.dylib                      0x00000001042dfc61 bcEval + 27617 (eval.c:6721)
87  libR.dylib                      0x00000001042d894d Rf_eval + 445
88  libR.dylib                      0x00000001042f7209 R_execClosure + 2153
89  libR.dylib                      0x00000001042f610a Rf_applyClosure + 346 (eval.c:1716)
90  libR.dylib                      0x00000001042d8e7d Rf_eval + 1773 (eval.c:743)
91  libR.dylib                      0x00000001042fa41d do_set + 2125 (eval.c:2807)
92  libR.dylib                      0x00000001042d8b40 Rf_eval + 944 (eval.c:695)
93  libR.dylib                      0x0000000104329641 R_ReplDLLdo1 + 449 (main.c:393)
94  org.R-project.R                 0x0000000103e09ddf run_REngineRmainloop + 287
95  org.R-project.R                 0x0000000103dfde31 -[REngine runREPL] + 225
96  org.R-project.R                 0x0000000103decba1 main + 817
97  libdyld.dylib                   0x00007fff594d23d5 start + 1

Thread 1:
0   libsystem_pthread.dylib         0x00007fff596c53f0 start_wqthread + 0

Thread 2:: JavaScriptCore bmalloc scavenger
0   libsystem_kernel.dylib          0x00007fff5960a866 __psynch_cvwait + 10
1   libsystem_pthread.dylib         0x00007fff596c956e _pthread_cond_wait + 722
2   libc++.1.dylib                  0x00007fff56703a0a std::__1::condition_variable::wait(std::__1::unique_lock<std::__1::mutex>&) + 18
3   com.apple.JavaScriptCore        0x00007fff30a2cc42 void std::__1::condition_variable_any::wait<std::__1::unique_lock<bmalloc::Mutex> >(std::__1::unique_lock<bmalloc::Mutex>&) + 82
4   com.apple.JavaScriptCore        0x00007fff30a30d4b bmalloc::Scavenger::threadRunLoop() + 139
5   com.apple.JavaScriptCore        0x00007fff30a30579 bmalloc::Scavenger::threadEntryPoint(bmalloc::Scavenger*) + 9
6   com.apple.JavaScriptCore        0x00007fff30a31ee7 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 (*)(bmalloc::Scavenger*), bmalloc::Scavenger*> >(void*) + 39
7   libsystem_pthread.dylib         0x00007fff596c62eb _pthread_body + 126
8   libsystem_pthread.dylib         0x00007fff596c9249 _pthread_start + 66
9   libsystem_pthread.dylib         0x00007fff596c540d thread_start + 13

Thread 3:
0   libsystem_kernel.dylib          0x00007fff5960e616 __select + 10
1   org.R-project.R                 0x0000000103def867 -[RController readThread:] + 647
2   com.apple.Foundation            0x00007fff2f7a60e2 __NSThread__start__ + 1194
3   libsystem_pthread.dylib         0x00007fff596c62eb _pthread_body + 126
4   libsystem_pthread.dylib         0x00007fff596c9249 _pthread_start + 66
5   libsystem_pthread.dylib         0x00007fff596c540d thread_start + 13

Thread 4:: com.apple.NSEventThread
0   libsystem_kernel.dylib          0x00007fff5960721a mach_msg_trap + 10
1   libsystem_kernel.dylib          0x00007fff59607768 mach_msg + 60
2   com.apple.CoreFoundation        0x00007fff2d54b99e __CFRunLoopServiceMachPort + 328
3   com.apple.CoreFoundation        0x00007fff2d54af0c __CFRunLoopRun + 1612
4   com.apple.CoreFoundation        0x00007fff2d54a66e CFRunLoopRunSpecific + 455
5   com.apple.AppKit                0x00007fff2ab484a2 _NSEventThread + 175
6   libsystem_pthread.dylib         0x00007fff596c62eb _pthread_body + 126
7   libsystem_pthread.dylib         0x00007fff596c9249 _pthread_start + 66
8   libsystem_pthread.dylib         0x00007fff596c540d thread_start + 13

Thread 5:
0   libsystem_pthread.dylib         0x00007fff596c53f0 start_wqthread + 0

Thread 6:
0   libsystem_pthread.dylib         0x00007fff596c53f0 start_wqthread + 0

Thread 0 crashed with X86 Thread State (64-bit):
  rax: 0x0000000003541387  rbx: 0x0000000000000004  rcx: 0x00006000022ec580  rdx: 0x0000000000000000
  rdi: 0x0000600003724600  rsi: 0x000060000371b800  rbp: 0x00007ffeebe053c0  rsp: 0x00007ffeebe053a0
   r8: 0x000000000004fe5a   r9: 0x0000000003541387  r10: 0x00000000000034d0  r11: 0xffffffffffffffff
  r12: 0x0000000000000081  r13: 0x0000000000000001  r14: 0x000060000220f000  r15: 0x0000000000000851
  rip: 0x000000010c6c5ea3  rfl: 0x0000000000010246  cr2: 0x000000012fcd3000

Logical CPU:     0
Error Code:      0x00000000
Trap Number:     0

Binary Images:
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       0x103ef7000 -        0x103f21ff7 +libRblas.dylib (0) <CEB0747F-EC57-3430-A81F-E229A6C8B7BC> /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRblas.dylib
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       0x10b47c000 -        0x10b485ffb +RCurl.so (0) <A34226CB-90EC-3BD9-85B3-150AC5163FE4> /Library/Frameworks/R.framework/Versions/3.6/Resources/library/RCurl/libs/RCurl.so
       0x10b728000 -        0x10b761ff7 +graphics.so (0) <0AA83284-0B38-3F36-AFA5-5D52AA5F7787> /Library/Frameworks/R.framework/Versions/3.6/Resources/library/graphics/libs/graphics.so
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       0x10b822000 -        0x10b856ff3 +grDevices.so (0) <D7F27905-D7DD-3BA0-989F-E30012633D9C> /Library/Frameworks/R.framework/Versions/3.6/Resources/library/grDevices/libs/grDevices.so
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    0x7fff55026000 -     0x7fff550fffff  com.apple.ViewBridge (401.1 - 401.1) <18144EC1-5DEF-369C-8EBA-2826E7142784> /System/Library/PrivateFrameworks/ViewBridge.framework/Versions/A/ViewBridge
    0x7fff55542000 -     0x7fff557b4ffb  libAWDSupportFramework.dylib (2131) <AC78D095-4D47-37DF-AE0D-8EEC7C2553F0> /System/Library/PrivateFrameworks/WirelessDiagnostics.framework/Versions/A/Libraries/libAWDSupportFramework.dylib
    0x7fff557b5000 -     0x7fff557c6fff  libprotobuf-lite.dylib (2131) <297886A7-F889-38AA-B6F6-162598345EC4> /System/Library/PrivateFrameworks/WirelessDiagnostics.framework/Versions/A/Libraries/libprotobuf-lite.dylib
    0x7fff557c7000 -     0x7fff55821fff  libprotobuf.dylib (2131) <05141A5F-1870-3AA7-B339-6EB13E375BA4> /System/Library/PrivateFrameworks/WirelessDiagnostics.framework/Versions/A/Libraries/libprotobuf.dylib
    0x7fff55822000 -     0x7fff55863ff7  com.apple.awd (1.0 - 930.11) <652A1F08-52A3-36CC-8055-EF57143BED76> /System/Library/PrivateFrameworks/WirelessDiagnostics.framework/Versions/A/WirelessDiagnostics
    0x7fff558d7000 -     0x7fff558dafff  com.apple.dt.XCTTargetBootstrap (1.0 - 14490.66) <7AE3457F-AF40-3508-93FB-1D9E31EB1C9D> /System/Library/PrivateFrameworks/XCTTargetBootstrap.framework/Versions/A/XCTTargetBootstrap
    0x7fff55cdb000 -     0x7fff55cddffb  com.apple.loginsupport (1.0 - 1) <3F8D6334-BCD6-36C1-BA20-CC8503A84375> /System/Library/PrivateFrameworks/login.framework/Versions/A/Frameworks/loginsupport.framework/Versions/A/loginsupport
    0x7fff55cde000 -     0x7fff55cf3fff  com.apple.login (3.0 - 3.0) <E168F05D-A5DF-3848-8686-DF5015EA4BA4> /System/Library/PrivateFrameworks/login.framework/Versions/A/login
    0x7fff55d2a000 -     0x7fff55d5bffb  com.apple.contacts.vCard (1.0 - ???) <651AD944-66CA-3408-818F-484E0F53A1DE> /System/Library/PrivateFrameworks/vCard.framework/Versions/A/vCard
    0x7fff55f17000 -     0x7fff55f2bffb  libAccessibility.dylib (2402.95) <6BC07631-25B1-3C31-A2CB-E5E477836A5E> /usr/lib/libAccessibility.dylib
    0x7fff55fa7000 -     0x7fff55fdbfff  libCRFSuite.dylib (41.15.4) <406DAC06-0C77-3F90-878B-4D38F11F0256> /usr/lib/libCRFSuite.dylib
    0x7fff55fde000 -     0x7fff55fe8ff7  libChineseTokenizer.dylib (28.15.3) <9B7F6109-3A5D-3641-9A7E-31D2239D73EE> /usr/lib/libChineseTokenizer.dylib
    0x7fff55fe9000 -     0x7fff56072fff  libCoreStorage.dylib (546.50.1) <8E643B27-7986-3351-B37E-038FB6794BF9> /usr/lib/libCoreStorage.dylib
    0x7fff56076000 -     0x7fff56077ffb  libDiagnosticMessagesClient.dylib (107) <A14D0819-0970-34CD-8680-80E4D7FE8C2C> /usr/lib/libDiagnosticMessagesClient.dylib
    0x7fff560ae000 -     0x7fff56305ff3  libFosl_dynamic.dylib (18.3.4) <1B5DD4E2-8AE0-315E-829E-D5BFCD264EA8> /usr/lib/libFosl_dynamic.dylib
    0x7fff56325000 -     0x7fff5632cfff  libMatch.1.dylib (31.200.1) <EF8164CB-B599-39D9-9E73-4958A372DC0B> /usr/lib/libMatch.1.dylib
    0x7fff56356000 -     0x7fff56375fff  libMobileGestalt.dylib (645.270.1) <99A06C8A-97D6-383D-862C-F453BABB48A4> /usr/lib/libMobileGestalt.dylib
    0x7fff56376000 -     0x7fff56376fff  libOpenScriptingUtil.dylib (179.1) <4D603146-EDA5-3A74-9FF8-4F75D8BB9BC6> /usr/lib/libOpenScriptingUtil.dylib
    0x7fff564b6000 -     0x7fff564b7ffb  libSystem.B.dylib (1252.250.1) <9AA73992-2087-34AF-803E-2D727104B989> /usr/lib/libSystem.B.dylib
    0x7fff564b8000 -     0x7fff56532ff7  libTelephonyUtilDynamic.dylib (3705) <155194D3-2B24-3A5F-9C04-364E0D583C60> /usr/lib/libTelephonyUtilDynamic.dylib
    0x7fff56533000 -     0x7fff56534fff  libThaiTokenizer.dylib (2.15.1) <ADB37DC3-7D9B-3E73-A72A-BCC3433C937A> /usr/lib/libThaiTokenizer.dylib
    0x7fff56546000 -     0x7fff5655cffb  libapple_nghttp2.dylib (1.24.1) <6F04250A-6686-3FDC-9A8D-290C64B06502> /usr/lib/libapple_nghttp2.dylib
    0x7fff5655d000 -     0x7fff56586ffb  libarchive.2.dylib (54.250.1) <47289946-8504-3966-9127-6CE39993DC2C> /usr/lib/libarchive.2.dylib
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    0x7fff566dc000 -     0x7fff566ecffb  libbsm.0.dylib (39.200.18) <CF381E0B-025B-364F-A83D-2527E03F1AA3> /usr/lib/libbsm.0.dylib
    0x7fff566ed000 -     0x7fff566fafff  libbz2.1.0.dylib (38.200.3) <272953A1-8D36-329B-BDDB-E887B347710F> /usr/lib/libbz2.1.0.dylib
    0x7fff566fb000 -     0x7fff5674eff7  libc++.1.dylib (400.9.4) <9A60A190-6C34-339F-BB3D-AACE942009A4> /usr/lib/libc++.1.dylib
    0x7fff5674f000 -     0x7fff56764ff7  libc++abi.dylib (400.17) <38C09CED-9090-3719-90F3-04A2749F5428> /usr/lib/libc++abi.dylib
    0x7fff56765000 -     0x7fff56765ff3  libcharset.1.dylib (51.200.6) <2A27E064-314C-359C-93FC-8A9B06206174> /usr/lib/libcharset.1.dylib
    0x7fff56766000 -     0x7fff56776ffb  libcmph.dylib (6.15.1) <9C52B2FE-179F-32AC-B87E-2AFC49ABF817> /usr/lib/libcmph.dylib
    0x7fff56777000 -     0x7fff5678fffb  libcompression.dylib (52.250.2) <7F4BB18C-1FB4-3825-8D8B-6E6B168774C6> /usr/lib/libcompression.dylib
    0x7fff56a04000 -     0x7fff56a1afff  libcoretls.dylib (155.220.1) <4C64BE3E-41E3-3020-8BB7-07E90C0C861C> /usr/lib/libcoretls.dylib
    0x7fff56a1b000 -     0x7fff56a1cff3  libcoretls_cfhelpers.dylib (155.220.1) <0959B3E9-6643-3589-8BB3-21D52CDF0EF1> /usr/lib/libcoretls_cfhelpers.dylib
    0x7fff56db4000 -     0x7fff56eb4fcb  libcrypto.42.dylib (22.260.1) <BD995388-3083-3E74-AE7D-C4FCA5938E8E> /usr/lib/libcrypto.42.dylib
    0x7fff56eb5000 -     0x7fff56ec0ff7  libcsfde.dylib (546.50.1) <7BAF8FCF-33A1-3C7C-8FEB-2020C8ED6063> /usr/lib/libcsfde.dylib
    0x7fff56ec8000 -     0x7fff56f1eff3  libcups.2.dylib (462.14) <A521C84C-75AC-3E69-A787-A0D7112C44AC> /usr/lib/libcups.2.dylib
    0x7fff56f47000 -     0x7fff56f9afff  libcurl.4.dylib (105.200.2) <CC3D005E-CD2F-3345-A8B3-B8A3050B284B> /usr/lib/libcurl.4.dylib
    0x7fff57052000 -     0x7fff57052fff  libenergytrace.dylib (17.200.1) <80BB567A-FD18-3497-BF97-353F57D98CDD> /usr/lib/libenergytrace.dylib
    0x7fff57084000 -     0x7fff57089ff7  libgermantok.dylib (17.15.2) <E5F0F794-FF27-3D64-AE52-C78C6A84DD67> /usr/lib/libgermantok.dylib
    0x7fff5708a000 -     0x7fff5708fff7  libheimdal-asn1.dylib (520.270.1) <73F60D6F-76F8-35EF-9C86-9A81225EE4BE> /usr/lib/libheimdal-asn1.dylib
    0x7fff570ba000 -     0x7fff571aafff  libiconv.2.dylib (51.200.6) <2047C9B7-3F74-3A95-810D-2ED8F0475A99> /usr/lib/libiconv.2.dylib
    0x7fff571ab000 -     0x7fff5740cffb  libicucore.A.dylib (62141.0.1) <A0D63918-76E9-3C1B-B255-46F4C1DA7FE8> /usr/lib/libicucore.A.dylib
    0x7fff57459000 -     0x7fff5745afff  liblangid.dylib (128.15.1) <22D05C4F-769B-3075-ABCF-44A0EBACE028> /usr/lib/liblangid.dylib
    0x7fff5745b000 -     0x7fff57473ff3  liblzma.5.dylib (10.200.3) <E1F4FD60-1CE4-37B9-AD95-29D348AF1AC0> /usr/lib/liblzma.5.dylib
    0x7fff5748b000 -     0x7fff5752fff7  libmecab.1.0.0.dylib (779.24.1) <A8D0379B-85FA-3B3D-89ED-5CF2C3826AB2> /usr/lib/libmecab.1.0.0.dylib
    0x7fff57530000 -     0x7fff57734fff  libmecabra.dylib (779.24.1) <D71F71E0-30E2-3DB3-B636-7DE13D51FB4B> /usr/lib/libmecabra.dylib
    0x7fff57739000 -     0x7fff57769fff  libncurses.5.4.dylib (53.200.3) <767B4D3D-CF4C-33DF-B282-0CAC013A7AD0> /usr/lib/libncurses.5.4.dylib
    0x7fff5790c000 -     0x7fff57c5dff7  libnetwork.dylib (1229.250.15) <72C7E9E3-B2BE-3300-BE1B-64606222022C> /usr/lib/libnetwork.dylib
    0x7fff57cef000 -     0x7fff58474fdf  libobjc.A.dylib (756.2) <7C312627-43CB-3234-9324-4DEA92D59F50> /usr/lib/libobjc.A.dylib
    0x7fff58486000 -     0x7fff5848affb  libpam.2.dylib (22.200.1) <586CF87F-349C-393D-AEEB-FB75F94A5EB7> /usr/lib/libpam.2.dylib
    0x7fff5848d000 -     0x7fff584c2fff  libpcap.A.dylib (79.250.3) <5B56994D-87EE-3D43-88AC-18EC9B14840F> /usr/lib/libpcap.A.dylib
    0x7fff585db000 -     0x7fff585f3ffb  libresolv.9.dylib (65.200.3) <6884EA23-6425-3A88-8534-2D1AB0188B2D> /usr/lib/libresolv.9.dylib
    0x7fff585f5000 -     0x7fff58630ff3  libsandbox.1.dylib (851.270.1) <04B924EF-2385-34DF-807E-93AAD9EF3AAB> /usr/lib/libsandbox.1.dylib
    0x7fff58631000 -     0x7fff58643ff7  libsasl2.2.dylib (211) <10987614-6763-3B5D-9F28-91D121BB4924> /usr/lib/libsasl2.2.dylib
    0x7fff58644000 -     0x7fff58645ff7  libspindump.dylib (267.3) <A584E403-8C95-3841-9C16-E22664A5A63F> /usr/lib/libspindump.dylib
    0x7fff58646000 -     0x7fff58823fff  libsqlite3.dylib (274.26) <6404BA3B-BCA4-301F-B2FE-8776105A2AA3> /usr/lib/libsqlite3.dylib
    0x7fff588e7000 -     0x7fff58916fff  libssl.44.dylib (22.260.1) <F1DE913C-717A-3013-9780-DBF79406C58E> /usr/lib/libssl.44.dylib
    0x7fff58992000 -     0x7fff589c2ffb  libtidy.A.dylib (16.4) <6BDC3816-F222-33B6-848C-D8D5924E8959> /usr/lib/libtidy.A.dylib
    0x7fff58a3c000 -     0x7fff58a3fff7  libutil.dylib (51.200.4) <CE9B18C9-66ED-32D4-9D29-01F8FCB467B0> /usr/lib/libutil.dylib
    0x7fff58a40000 -     0x7fff58a4dfff  libxar.1.dylib (417.1) <39CCF46B-C81A-34B1-92A1-58C4E5DA846E> /usr/lib/libxar.1.dylib
    0x7fff58a52000 -     0x7fff58b35ffb  libxml2.2.dylib (32.13) <E210CE78-A3C1-358D-984E-236147C3EC52> /usr/lib/libxml2.2.dylib
    0x7fff58b36000 -     0x7fff58b5eff3  libxslt.1.dylib (16.7) <FA4F431A-1387-3432-BD7A-D9C512638E94> /usr/lib/libxslt.1.dylib
    0x7fff58b5f000 -     0x7fff58b71ff7  libz.1.dylib (70.200.4) <B048FC1F-058F-3A08-A1FE-81D5308CB3E6> /usr/lib/libz.1.dylib
    0x7fff59355000 -     0x7fff59359ff3  libcache.dylib (81) <1987D1E1-DB11-3291-B12A-EBD55848E02D> /usr/lib/system/libcache.dylib
    0x7fff5935a000 -     0x7fff59364ff3  libcommonCrypto.dylib (60118.250.2) <1765BB6E-6784-3653-B16B-CB839721DC9A> /usr/lib/system/libcommonCrypto.dylib
    0x7fff59365000 -     0x7fff5936cff7  libcompiler_rt.dylib (63.4) <5212BA7B-B7EA-37B4-AF6E-AC4F507EDFB8> /usr/lib/system/libcompiler_rt.dylib
    0x7fff5936d000 -     0x7fff59376ff7  libcopyfile.dylib (146.250.1) <98CD00CD-9B91-3B5C-A9DB-842638050FA8> /usr/lib/system/libcopyfile.dylib
    0x7fff59377000 -     0x7fff593fbfc3  libcorecrypto.dylib (602.260.2) <01464D24-570C-3B83-9D18-467769E0FCDD> /usr/lib/system/libcorecrypto.dylib
    0x7fff59482000 -     0x7fff594bbff7  libdispatch.dylib (1008.270.1) <97273678-E94C-3C8C-89F6-2E2020F4B43B> /usr/lib/system/libdispatch.dylib
    0x7fff594bc000 -     0x7fff594e8ff7  libdyld.dylib (655.1.1) <002418CC-AD11-3D10-865B-015591D24E6C> /usr/lib/system/libdyld.dylib
    0x7fff594e9000 -     0x7fff594e9ffb  libkeymgr.dylib (30) <0D0F9CA2-8D5A-3273-8723-59987B5827F2> /usr/lib/system/libkeymgr.dylib
    0x7fff594ea000 -     0x7fff594f6ff3  libkxld.dylib (4903.278.19) <C94BD329-2576-3A7F-BAAB-D830814FCB1A> /usr/lib/system/libkxld.dylib
    0x7fff594f7000 -     0x7fff594f7ff7  liblaunch.dylib (1336.261.2) <2B07E27E-D404-3E98-9D28-BCA641E5C479> /usr/lib/system/liblaunch.dylib
    0x7fff594f8000 -     0x7fff594fdfff  libmacho.dylib (927.0.3) <A377D608-77AB-3F6E-90F0-B4F251A5C12F> /usr/lib/system/libmacho.dylib
    0x7fff594fe000 -     0x7fff59500ff7  libquarantine.dylib (86.270.1) <50A89DAB-7E34-3347-9AD5-68957B27EFD2> /usr/lib/system/libquarantine.dylib
    0x7fff59501000 -     0x7fff59502ff7  libremovefile.dylib (45.200.2) <9FBEB2FF-EEBE-31BC-BCFC-C71F8D0E99B6> /usr/lib/system/libremovefile.dylib
    0x7fff59503000 -     0x7fff5951aff3  libsystem_asl.dylib (356.200.4) <A62A7249-38B8-33FA-9875-F1852590796C> /usr/lib/system/libsystem_asl.dylib
    0x7fff5951b000 -     0x7fff5951bff7  libsystem_blocks.dylib (73) <A453E8EE-860D-3CED-B5DC-BE54E9DB4348> /usr/lib/system/libsystem_blocks.dylib
    0x7fff5951c000 -     0x7fff595a3fff  libsystem_c.dylib (1272.250.1) <7EDACF78-2FA3-35B8-B051-D70475A35117> /usr/lib/system/libsystem_c.dylib
    0x7fff595a4000 -     0x7fff595a7ffb  libsystem_configuration.dylib (963.270.3) <2B4A836D-68A4-33E6-8D48-CD4486B03387> /usr/lib/system/libsystem_configuration.dylib
    0x7fff595a8000 -     0x7fff595abff7  libsystem_coreservices.dylib (66) <719F75A4-74C5-3BA6-A09E-0C5A3E5889D7> /usr/lib/system/libsystem_coreservices.dylib
    0x7fff595ac000 -     0x7fff595b2fff  libsystem_darwin.dylib (1272.250.1) <EC9B39A5-9592-3577-8997-7DC721D20D8C> /usr/lib/system/libsystem_darwin.dylib
    0x7fff595b3000 -     0x7fff595b9ffb  libsystem_dnssd.dylib (878.270.3) <97EEE658-D935-33C8-B56E-0F41EA7F6B43> /usr/lib/system/libsystem_dnssd.dylib
    0x7fff595ba000 -     0x7fff59605ffb  libsystem_info.dylib (517.200.9) <D09D5AE0-2FDC-3A6D-93EC-729F931B1457> /usr/lib/system/libsystem_info.dylib
    0x7fff59606000 -     0x7fff5962eff7  libsystem_kernel.dylib (4903.278.19) <2C2536E7-EA3B-32B5-AFC6-B1139A5046FD> /usr/lib/system/libsystem_kernel.dylib
    0x7fff5962f000 -     0x7fff5967aff7  libsystem_m.dylib (3158.200.7) <F19B6DB7-014F-3820-831F-389CCDA06EF6> /usr/lib/system/libsystem_m.dylib
    0x7fff5967b000 -     0x7fff596a5fff  libsystem_malloc.dylib (166.270.1) <011F3AD0-8E6A-3A89-AE64-6E5F6840F30A> /usr/lib/system/libsystem_malloc.dylib
    0x7fff596a6000 -     0x7fff596b0ff7  libsystem_networkextension.dylib (767.250.2) <FF06F13A-AEFE-3A27-A073-910EF78AEA36> /usr/lib/system/libsystem_networkextension.dylib
    0x7fff596b1000 -     0x7fff596b8fff  libsystem_notify.dylib (172.200.21) <145B5CFC-CF73-33CE-BD3D-E8DDE268FFDE> /usr/lib/system/libsystem_notify.dylib
    0x7fff596b9000 -     0x7fff596c2fef  libsystem_platform.dylib (177.270.1) <9D1FE5E4-EB7D-3B3F-A8D1-A96D9CF1348C> /usr/lib/system/libsystem_platform.dylib
    0x7fff596c3000 -     0x7fff596cdff7  libsystem_pthread.dylib (330.250.2) <2D5C08FF-484F-3D59-9132-CE1DCB3F76D7> /usr/lib/system/libsystem_pthread.dylib
    0x7fff596ce000 -     0x7fff596d1ff7  libsystem_sandbox.dylib (851.270.1) <9494594B-5199-3186-82AB-5FF8BED6EE16> /usr/lib/system/libsystem_sandbox.dylib
    0x7fff596d2000 -     0x7fff596d4ff3  libsystem_secinit.dylib (30.260.2) <EF1EA47B-7B22-35E8-BD9B-F7003DCB96AE> /usr/lib/system/libsystem_secinit.dylib
    0x7fff596d5000 -     0x7fff596dcff3  libsystem_symptoms.dylib (820.267.1) <03F1C2DD-0F5A-3D9D-88F6-B26C0F94EB52> /usr/lib/system/libsystem_symptoms.dylib
    0x7fff596dd000 -     0x7fff596f2ff7  libsystem_trace.dylib (906.260.2) <EA74D04D-5ECA-3689-9084-48E4D32C859A> /usr/lib/system/libsystem_trace.dylib
    0x7fff596f4000 -     0x7fff596f9ffb  libunwind.dylib (35.4) <24A97A67-F017-3CFC-B0D0-6BD0224B1336> /usr/lib/system/libunwind.dylib
    0x7fff596fa000 -     0x7fff59729fff  libxpc.dylib (1336.261.2) <7DEE2300-6D8E-3C00-9C63-E3E80D56B0C4> /usr/lib/system/libxpc.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: 29253
    thread_create: 0
    thread_set_state: 0

VM Region Summary:
ReadOnly portion of Libraries: Total=502.9M resident=0K(0%) swapped_out_or_unallocated=502.9M(100%)
Writable regions: Total=2.5G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=2.5G(100%)

                                VIRTUAL   REGION 
REGION TYPE                        SIZE    COUNT (non-coalesced) 
===========                     =======  ======= 
Accelerate framework               128K        1 
Activity Tracing                   256K        1 
CG backing stores                 35.5M        3 
CG image                           908K       19 
CoreAnimation                     92.0M       15 
CoreGraphics                         8K        1 
CoreImage                          376K       21 
CoreUI image data                 1660K       13 
CoreUI image file                  352K        4 
Foundation                          36K        2 
Image IO                           360K       10 
JS JIT generated code              1.0G        3 
Kernel Alloc Once                    8K        1 
MALLOC                           967.0M      110 
MALLOC guard page                   32K        7 
MALLOC_LARGE (reserved)            228K        1         reserved VM address space (unallocated)
MALLOC_NANO (reserved)           384.0M        1         reserved VM address space (unallocated)
Memory Tag 242                      12K        1 
Memory Tag 251                      24K        2 
SQLite page cache                   64K        1 
STACK GUARD                       56.0M        7 
Stack                             11.0M        7 
VM_ALLOCATE                        136K       15 
WebKit Malloc                     8312K        5 
__DATA                            83.2M      396 
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__LINKEDIT                       225.4M       36 
__TEXT                           277.5M      382 
__UNICODE                          564K        1 
mapped file                       82.6M       46 
shared memory                     2680K        9 
===========                     =======  ======= 
TOTAL                              3.2G     1122 
TOTAL, minus reserved VM space     2.8G     1122 

Model: iMac18,3, BootROM 179.0.0.0.0, 4 processors, Intel Core i5, 3.5 GHz, 16 GB, SMC 2.41f1
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Memory Module: BANK 0/DIMM0, 8 GB, DDR4, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020
Memory Module: BANK 1/DIMM0, 8 GB, DDR4, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020
AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x16F), Broadcom BCM43xx 1.0 (7.77.61.3 AirPortDriverBrcmNIC-1305.9)
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Network Service: Ethernet, Ethernet, en0
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USB Device: Bluetooth USB Host Controller
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USB Device: Apple Keyboard
Thunderbolt Bus: iMac, Apple Inc., 41.1
hpages commented 4 years ago

Hi Janet,

Ouch! That's an ugly one.

Compared to Linux your Mac is such a whiner ;-)

The workhorse behind readGalignmentPairs() is the scanBam() function from the Rsamtools package. And the workhorse behind scanBam() is a complex piece of C and C++ code in Rsamtools that is built on top of the HTSlib C library. The fact that you don't get the crash when you do readGAlignments() suggests that the problem is in the C++ code that implements the pairing algo (samread_mate() and bam_fetch_mate() functions in Rsamtools/src/bam_mate_iter.cpp).

This is how readGalignmentPairs() uses scanBam() to load the paired data:

library(Rsamtools)
path <- "mapToCombinedFlyYeastHumanGenomes_ATfiltReads/just_dm6_reads/zz_testR/Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam"
flags <- scanBamFlag(isPaired=TRUE, isUnmappedQuery=FALSE, hasUnmappedMate=FALSE)
what <- c("flag", "rname", "strand", "pos", "cigar", "groupid", "mate_status")
param <- ScanBamParam(flag=flags, what=what)
res1 <- scanBam(BamFile(path), param=param)  # should work
res2 <- scanBam(BamFile(path, asMates=TRUE), param=param)  # should crash

Can you reproduce the crash with the above code? This would confirm that the crash happens in Rsamtools/src/bam_mate_iter.cpp.

Thanks!

jayoung commented 4 years ago

hi Herve,

thanks for looking into this. yes, it's ugly!

On linux: yes, your prediction is right:

res1 <- scanBam(BamFile(path), param=param)  # works 
# (although I didn't get all 7 expected fields from 'what' in the output - just got 5: not sure if that's relevant):
names(res1[[1]])
# [1] "flag"   "rname"  "strand" "pos"    "cigar" 

res2 <- scanBam(BamFile(path, asMates=TRUE), param=param)  # crashes ("Floating point exception (core dumped)" )

Interestingly, on the Mac, the second command sometimes works fine but other times crashes R:

res2 <- scanBam(BamFile(path, asMates=TRUE), param=param)

when it does work it gives me all 7 fields from the 'what' list. But repeating the same command maybe 10 seconds later makes R crash. Weird.

I'll send you a direct message with a path to the bam file (and index) that you should be able to access if you want to see if it reproduces for you.

Janet

hpages commented 4 years ago

Thanks Janet. I'm not familiar with the code in Rsamtools/src/bam_mate_iter.cpp so I'm hoping that @mtmorgan can help with this. Yes Martin will probably need access to the file.

jayoung commented 4 years ago

hi Martin,

I just emailed Herve (at your fhcrc address - do you still use that?) with a way to access the bam file. Herve - would you mind forwarding that to Martin? thanks. The only email address I have for you Martin is the old Hutch address - it's been a while now!

Janet

hpages commented 4 years ago

Yes I got your email and the link works. Thanks for sending that. The file is relatively small (21M) which is good. I'll forward to Martin.

hpages commented 4 years ago

Yep, and I also get the Floating point exception (core dumped) crash on my laptop (Ubuntu 18.04) with BioC release and devel.

jayoung commented 4 years ago

Thinking about it, I realize that I derived this bam file in an unconventional way (long story). I wonder if I got something corrupted? this approach hasn't caused me any issues on ~50 other bam files (although the others were smaller - maybe now I have more reads, I've hit some unusual problem).

I'll see if I can figure out where the problem comes by subsetting the bam file.

jayoung commented 4 years ago

I narrowed the problem down to a single pair of reads (see problemPair.bam in the same location I put the bigger file). Currently thinking about what's wrong with that pair.

jayoung commented 4 years ago

OK, picard's ValidateSamFile is telling me problemPair.bam is messed up (in a couple of ways that make sense, given how I got that bam file):

ERROR: Read groups is empty
ERROR: Record 2, Read name A00887:10:HCKWTDRXX:2:2138:25970:20509, Mate Alignment start should be 0 because reference name = *.
ERROR: Record 2, Read name A00887:10:HCKWTDRXX:2:2138:25970:20509, Mapped mate should have mate reference name
ERROR: Record 2, Read name A00887:10:HCKWTDRXX:2:2138:25970:20509, The unaligned mate start position is 768672, should be 0
ERROR: Read name A00887:10:HCKWTDRXX:2:2138:25970:20509, Mate not found for paired read

I'll rethink how my upstream pipeline works so I can fix this. I wonder if there's a way to have R complain about the bam file, rather than totally crash the whole session? This is probably a rare case, so please don't spend a lot of time on it.

For context, if you're interested, here's why I have a weird pipeline. I'm working with ChIP-seq data from Drosophila cells. For some other datasets, spike-in DNA from human and/or yeast was added. So I initial mapped reads to a weird combined reference genome (fly+yeast+human), with each reference chromosome name tagged so I know which genome it comes from - e.g. hg19_chr1 is my name for human chr1, dm6_chr4 for fly chr4 etc).

I use those initial bam files to count how many reads map to the spike-in genomes, but after that I want "normal" bam files that contain only reads on the fly chromosomes, and I want those chromosomes renamed to be chr4 instead of dm6_chr4. I did that on the command line (combination of samtools view and sed to change chromosome names, and manually getting the header) - I think that's where the problem crept in.

Perhaps I'm better off mapping to each of the three genomes separately - it just seemed like a good idea so that I should get less cross-mapping to the wrong genome (each read gets a chance to map to the true correct location when I map to combined genomes, but not if I map separately).

hpages commented 4 years ago

Great! This is VERY useful, thanks! What causes the crash is an invalid RNEXT value in the file. I forged a very simple SAM file that reproduces the problem.

hpages commented 4 years ago

I think that what could happen with your combined reference genome strategy is that some records loose their mate during the split. Did you get the following message when you generated your "normal" BAM files?

[W::sam_parse1] urecognized mate reference name; treated as unmapped

More precisely: For some rare reads it could be that the 2 ends of the read each get mapped to a different genome. This would give you SAM records where e.g. RNAME and RNEXT are dm6_chr4 and hg19_chr22. Then when you split the file into genome-specific SAM files (based on the value of RNAME I guess) and rename the chromosomes, you end up with a record where RNAME and RNEXT are now chr4 and hg19_chr22 in the SAM file for Fly (or, depending on how you do the renaming, RNEXT is now chr22, but it doesn't really matter). The problem is that the RNEXT value is no longer a valid chromosome name (i.e. it's not listed in the SAM header) so when you convert the file to BAM it gets replaced with a * and the above message is displayed.

Note that conversion from SAM to BAM is handled by the Rhtslib code so the resulting BAM should be considered valid. It's just that a few records lost their mate.

2 ways to avoid this:

  1. Tell the aligner that you don't want "fusion pairs" (or whatever it's called).
  2. Map to each of the three genomes separately. It's true that you'll get cross-mapping to the wrong genome but you could disambiguate based on the qualities.
jayoung commented 4 years ago

Yes, you're exactly right. The RNEXT fields of chimeric pairs (is that the right word?) get changed in the sam->bam conversion in a way that makes the sam flags not make sense, and in a way that the mate can now have the wrong information. I do see that sam_parse1 error - it was foolish of me to go forwards ignoring that error, but I've grown a bit numb to the fussiness of some of the command-line tools (especially picard/GATK): they often don't seem to have any downstream consequences.

It turns out if I add isProperPair=TRUE to the param I can avoid the crash.


flagsGOOD <- scanBamFlag(isPaired=TRUE, isProperPair=TRUE, isUnmappedQuery=FALSE, hasUnmappedMate=FALSE)
paramGOOD <- ScanBamParam(flag=flagsGOOD, what=what)
res1good <- scanBam(BamFile(path), param=paramGOOD)  # works (albeit result is empty with this bam)
res2good <- scanBam(BamFile(path, asMates=TRUE), param=paramGOOD) ## works

flagsBAD <- scanBamFlag(isPaired=TRUE, isUnmappedQuery=FALSE, hasUnmappedMate=FALSE)
paramBAD <- ScanBamParam(flag=flagsBAD, what=what)
res1bad <- scanBam(BamFile(path), param=paramBAD)  # works
res2bad <- scanBam(BamFile(path, asMates=TRUE), param=paramBAD) ## crashes

and for this purpose I didn't want to read in the read pairs that were not properly paired, so I'm good to go. Interesting that it totally crashed R, though! So unusual to see that.

jayoung commented 4 years ago

Thought I'd got a solution but I'm not out of the woods yet. Even though adding isProperPair=TRUE worked on problemPair.bam and Nnk_chip_rep3.ATfilt.combined.dm6.chr4.bam, it did not work with my full bam file containing reads on all chrs, or on another bam file where I'd used command-line samtools to select properly paired reads. I must have an additional problem in the full file.

hpages commented 4 years ago

Right, chimeric pairs.

I've never really trusted isProperPair. It's not even a well defined concept. There is no clear definition of it in the Samtools specs so it seems that it's completely up to the aligners how they want to handle it.

Another solution would be that you remove the chimeric reads. You already have your own sed-based script to rename chromosomes. Maybe you could add a preliminary step where you filter out reads where RNAME and RNEXT don't match using grep or something like that. Most aligners should set RNEXT to = when the 2 mates are on the same chromosome so you could filter just based on that (i.e. no need to actually compare RNAME and RNEXT). Sounds pretty straightforward.

hpages commented 4 years ago

Also it sounds like Rsamtools::filterBam should be the tool to do this in Bioconductor but I'm not familiar with it so I don't know how easy or hard it would be.

jayoung commented 4 years ago

I've now used command-line samtools to filter my bam files to retain only proper pairs, and to get rid of supplementary/secondary alignments. Looks like after that filtering, I can read in the full-genome bam file without R exploding. Now testing it on the rest of my files.

It sounds like I could mimic that behavior withRsamtools::filterBam but the command-line filtering seems most straightforward for now.

hpages commented 4 years ago

Sounds good Janet. Note that this works because in your files the records where RNEXT is set to * (after split, renaming, and sam-to-bam conversion) also happen to be "improperly paired" and/or part of a secondary alignment. Not sure that would be true in general. Anyway, if your code is for a one-time use and not intended to be deployed as part of a production pipeline, no need to worry. Otherwise, you might want to also consider filtering out based on what's in RNEXT. This would completely eliminate the risk of seeing this Rsamtools' bug crash your pipeline ;-)

jayoung commented 4 years ago

Right, it's not a production pipeline. It did work on the rest of my files, so I'm set.

I think though, that requiring 'proper pairing' and no secondary mappings should already ensure that RNEXT is always the same as RNAME? That's my understanding of proper pairing, but I'm not sure all mappers follow that.

Thanks again for your help,

Janet

hpages commented 4 years ago

Exactly. The SAM specs don't say what a "proper pairing" is so you can only assume. There is no guarantee and mappers could set the "proper pairing" flag based on whatever criteria they choose.

lshep commented 4 years ago

Is this closed now since the https://github.com/Bioconductor/Rsamtools/issues/16 related issue was taken care of?

hpages commented 4 years ago

I'm closing this now.

@jayoung: Feel free to reopen if you're still seeing this problem after upgrading to Rsamtools 2.2.2 (release) / 2.3.4 (devel).