Question

Very slow select to extract data from UniProt.ws object

1

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alxcho ▴ 10

@alxcho-16189

Last seen 3.3 years ago

Hi,

I’ve been using the UniProt.ws since a while now, never really had issues with it until now. When I now try to extract some data using select, it works fine and retrieve data correctly, but it is now so slow that it's impossible to use. It’s never been really fast, but it was more than fast enough for several hundred /thousand of keys. Currently, a quick test with microbenchmark shows that it takes select about 5/12/16s to extract 8 columns for 1/8/15 keys. I did the test with so little keys because for higher numbers it’s just hanging. I tried to update all packages and the rest, but I didn't see any changes. What am I missing? Thanks!

Here’s a quick version of the code I used to test:

library("microbenchmark")
libraryUniProt.ws)

UniprotDB <- UniProt.ws(10090)
For_uniprot_Mapping <- c("Q3TX55", "S4R267","A2A9P6", "D3YXA2", "Q80TM9", "Q6RT24", "Q5RJH6", "Q8JZM", "Q00519", "Q9D0B8","Q9WUM5","Q8R3E3", "R4GML0","E9PV80","Q8BJF9")
Uniprot_search1 <- c("PROTEIN-NAMES", "GENES","ENTRY-NAME", "UNIGENE", "ENSEMBL", "ENTREZ_GENE", "LENGTH", "SCORE")

microbenchmark  (
  select(UniprotDB, keys = For_uniprot_Mapping[1:2], columns = Uniprot_search1, keytype = "UNIPROTKB"),
  select(UniprotDB, keys = For_uniprot_Mapping[1:8], columns = Uniprot_search1, keytype = "UNIPROTKB"),
  select(UniprotDB, keys = For_uniprot_Mapping[1:15], columns = Uniprot_search1, keytype = "UNIPROTKB"),
  times = 3)

The session info is as follow:

> sessionInfo() R version 3.5.0 (2018-04-23) Platform: x86_64-w64-mingw32/x64 (64-bit) Running under: Windows 7 x64 (build 7601) Service Pack 1

Matrix products: default

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

other attached packages: [1] microbenchmark_1.4-4 splitstackshape_1.4.4 UniProt.ws_2.20.0 BiocGenerics_0.26.0 RCurl_1.95-4.10 [6] bitops_1.0-6 RSQLite_2.1.1

loaded via a namespace (and not attached): [1] Rcpp_0.12.17 plyr_1.8.4 compiler_3.5.0 pillar_1.2.3 dbplyr_1.2.1 [6] bindr_0.1.1 tools_3.5.0 digest_0.6.15 bit_1.1-14 gtable_0.2.0 [11] BiocFileCache_1.4.0 memoise_1.1.0 tibble_1.4.2 pkgconfig_2.0.1 rlang_0.2.1 [16] DBI_1.0.0 bindrcpp_0.2.2 dplyr_0.7.5 httr_1.3.1 S4Vectors_0.18.3 [21] IRanges_2.14.10 rappdirs_0.3.1 grid_3.5.0 stats4_3.5.0 bit64_0.9-7 [26] tidyselect_0.2.4 glue_1.2.0 Biobase_2.40.0 data.table_1.11.4 R6_2.2.2 [31] AnnotationDbi_1.42.1 ggplot2_2.2.1 purrr_0.2.5 blob_1.1.1 magrittr_1.5 [36] scales_0.5.0 assertthat_0.2.0 colorspace_1.3-2 lazyeval_0.2.1 munsell_0.5.0

BiocInstaller::biocValid()
[1] TRUE

uniprot.ws select • 1.4k views

ADD COMMENT • link updated 5.9 years ago by Martin Morgan 25k • written 5.9 years ago by alxcho ▴ 10

score 0 · Answer 1 · 2018-06-20

I think the problem is on the UniProt end, and perhaps you could reach out to them to ask. For instance can see the url being queried as

trace(RCurl::getForm, quote(print(uri)), exit=TRUE)
trace(read.delim, quote(print(file)), exit=TRUE)
select(UniprotDB, keys = For_uniprot_Mapping[1:2], columns = Uniprot_search1, keytype = "UNIPROTKB")

which gives in part

> select(UniprotDB, keys = For_uniprot_Mapping[1:2], columns = Uniprot_search1, keytype = "UNIPROTKB")
Getting mapping data for Q3TX55 ... and UNIGENE_ID
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on entry 
[1] "https://www.uniprot.org/mapping/"
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on exit 
Getting mapping data for Q3TX55 ... and P_ENTREZGENEID
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on entry 
[1] "https://www.uniprot.org/mapping/"
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on exit 
Getting mapping data for Q3TX55 ... and ENSEMBL_ID
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on entry 
[1] "https://www.uniprot.org/mapping/"
Tracing getForm(url, .params = params, .opts = list(FOLLOWLOCATION = TRUE)) on exit 
Getting extra data for Q3TX55, S4R267
Tracing read.delim(URLencode(url), stringsAsFactors = FALSE) on entry 
[1] "https://www.uniprot.org/uniprot/?query=Q3TX55+or+S4R267&format=tab&columns=id,entry%20name,genes,length,protein%20names,annotation%20score"
Tracing read.delim(URLencode(url), stringsAsFactors = FALSE) on exit

Each 'on entry / on exit' call represents time waiting for a response; copying the URLs into a web browser will be just as slow. The question for the UniProt people is why the url entered into a web browser is slow. (The 'https' above may be replaced by 'http' in the version that you're using; look for an update via biocLite() in the next several days that will use https).