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Renaming SNPs or SNP matching

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This should be easy to do by now, but... we have SNP data from an Illumina exome array given to us in PLINK format. The BIM file looks like this:1 exm2253575 0 881627 G A 1 exm269 0 881918 A G 1 exm340 0 888659 T C 1 exm348 0 889238 A G 1 exm2264981 0 894573 G A 1 exm773 0 909238 G C 1 exm782 0 909309 C T 1 exm912 0 949608 A G 1 exm991 0 977028 T G 1 exm1024 0 978762 A G And I have all of the SNPs in dbSNP 138  downloaded as a large VCF file: #CHROM POS ID REF ALT QUAL FILTER INFO 1 10019 rs376643643 TA T . . RS=376643643;RSPOS=10020;dbSNPBuildID=138;SSR=0;SAO=0;VP=0x050000020001000002000200;WGT=1;VC=DIV;R5;OTHERKG 1 10054 rs373328635 CAA C,CA . . RS=373328635;RSPOS=10055;dbSNPBuildID=138;SSR=0;SAO=0;VP=0x050000020001000002000210;WGT=1;VC=DIV;R5;OTHERKG;NOC 1 10109 rs376007522 A T . . RS=376007522;RSPOS=10109;dbSNPBuildID=138;SSR=0;SAO=0;VP=0x050000020001000002000100;WGT=1;VC=SNV;R5;OTHERKG 1 10139 rs368469931 A T . . RS=368469931;RSPOS=10139;dbSNPBuildID=138;SSR=0;SAO=0;VP=0x050000020001000002000100;WGT=1;VC=SNV;R5;OTHERKG 1 10144 rs144773400 TA T . . RS=1447734 ...

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