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I have a paf alignment file with around 7 million alignments and a file size of just under 2Gb.
Reading in the file leads to excessive memory usage. Currently well over 30Gb of memory.
If I read in the alignment file using read.delim memory useage is a fraction of read_paf.
Is there a way to see if there is something weird about my PAF alignment file that is causing issues?
head from the alignment file
7195a176-5a05-41f7-89fb-411afdc63682 4544 381 400 + ME_sbf1_palindrome 46 27 46 19 19 18 NM:i:0 ms:i:76 AS:i:76 nn:i:0 tp:A:P cm:i:11 s1:i:26 s2:i:0 de:f:0 rl:i:0 cg:Z:19= cs:Z::19
7195a176-5a05-41f7-89fb-411afdc63682 4544 1310 1341 + ME_sbf1_palindrome 46 2 36 26 36 1 NM:i:10 ms:i:60 AS:i:58 nn:i:0 tp:A:P cm:i:2 s1:i:10 s2:i:0 de:f:0.2353 rl:i:0 cg:Z:4=1I1=2D2=1D3=2D5=1X5=1I2=2X4= cs:Z::4+g:1-tt:2-a:3-at:5*gc:5+g:2*ta*gc:4
7195a176-5a05-41f7-89fb-411afdc63682 4544 2962 2993 + ME_sbf1_palindrome 46 16 45 23 32 1 NM:i:9 ms:i:53 AS:i:52 nn:i:0 tp:A:P cm:i:2 s1:i:10 s2:i:0 de:f:0.2581 rl:i:0 cg:Z:3=1X1=1X2=2I1X7=1I2=1D2=1X1=1X5= cs:Z::3*cg:1*tg:2+ct*at:7+c:2-t:2*at:1*ga:5
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