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Download from GenBank with cache using R
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# LIBS | |
library(rentrez) | |
# FUNCTIONS | |
connect_safely <- function(fnctn, args, wt_tms) { | |
res <- NULL | |
for (wt_tm in wt_tms) { | |
query <- try(R.utils::withTimeout(do.call(fnctn, args), | |
timeout = 3600), | |
silent = TRUE) | |
if (!inherits(query, 'try-error')) { | |
res <- query | |
break | |
} else { | |
# ctrl+c | |
if (grepl('Operation was aborted by an application callback', | |
query[[1]])) { | |
stop('Killed by user.') | |
} | |
cat("Retrying in [", wt_tm, "s]", sep = '') | |
Sys.sleep(wt_tm) | |
} | |
} | |
res | |
} | |
get_deja_vues <- function(cchdr) { | |
fls <- list.files(cchdr, '.RData') | |
sub('\\.RData', '', fls) | |
} | |
cache_result <- function(id, res, cchdr) { | |
saveRDS(res, file = file.path(cchdr, paste0(id, '.RData'))) | |
} | |
# VARS | |
wd <- '~/Desktop/camila_download/' | |
outfl <- file.path(wd, 'output.txt') | |
cchdr <- file.path(wd, 'sequences') | |
wt_tms <- c(3, 9, 18, 36, 60, 300, 600, 3600) | |
srch_trm <- '140[SLEN] : 3000[SLEN])) AND (((ITS1[titl] OR ITS2[titl]) OR 5.8S[titl]) OR "internal transcribed spacer"[titl] OR "internal transcribed spacers"[titl] OR "ITS 1" [titl] OR "ITS 2"[titl])' | |
# SETUP | |
if (!file.exists(cchdr)) { | |
dir.create(cchdr) | |
} | |
# SEARCH GIS | |
# SEARCH | |
cat('Searching ...\n') | |
if (!file.exists(file.path(wd, 'gis.RData'))) { | |
args <- list(db = 'nucleotide', | |
term = srch_trm, | |
retmax = 0) | |
init_srch <- connect_safely(fnctn = entrez_search, | |
args = args, wt_tms = wt_tms) | |
cnt <- init_srch[['count']] | |
if (file.exists('part_gis.RData')) { | |
gis <- NULL | |
load('part_gis.RData') | |
strt <- which(is.na(gis))[1] - 1 | |
} else { | |
gis <- rep(NA, cnt) | |
strt <- 0 | |
} | |
btchsz <- 10000 | |
for (i in seq(strt, cnt - 1, btchsz)) { | |
lower <- i + 1 | |
upper <- ifelse(i + btchsz < cnt, i + btchsz, cnt) | |
cat("... [", lower, "-", upper, '/', | |
cnt,"]\n", sep = '') | |
args <- list(db = 'nucleotide', term = srch_trm, | |
retstart = lower, retmax = cnt) | |
srch_rs <- connect_safely(fnctn = entrez_search, | |
args = args, wt_tms = wt_tms) | |
gis[lower:upper] <- srch_rs[['ids']] | |
save(gis, file = 'part_gis.RData') | |
} | |
save(gis, file = 'gis.RData') | |
} | |
cat('Done.\n') | |
# DOWNLOAD | |
cat('Downloading ...\n') | |
load(file.path(wd, 'gis.RData')) | |
deja_vues <- get_deja_vues(cchdr = cchdr) | |
gis <- gis[!gis %in% deja_vues] | |
btchsz <- 100 | |
for (i in seq(0, length(gis) - 1, btchsz)) { | |
lower <- i + 1 | |
upper <- ifelse(i + btchsz < length(gis), | |
i + btchsz, length(gis)) | |
crrnt_ids <- gis[lower:upper] | |
cat("... [", lower, "-", upper, '/', | |
length(gis),"]\n", sep = '') | |
args <- list(db = 'nucleotide', | |
id = crrnt_ids, rettype = 'gb', | |
retmode = 'text') | |
fetched <- connect_safely(fnctn = entrez_fetch, | |
args = args, wt_tms = wt_tms) | |
res <- strsplit(x = fetched, split = '\\n\\n')[[1]] | |
if (length(res) == length(crrnt_ids)) { | |
for (j in seq_along(crrnt_ids)) { | |
cache_result(id = crrnt_ids[[j]], | |
res = res[[j]], | |
cchdr = cchdr) | |
} | |
} else { | |
cat('Warning: skipped some IDs!') | |
} | |
} | |
# WRITE OUT | |
fls <- list.files(cchdr, '.RData') | |
if (file.exists(outfl)) { | |
file.remove(outfl) | |
} | |
for (fl in fls) { | |
rcrd <- readRDS(file.path(cchdr, fl)) | |
rcrd <- paste0(rcrd, '\n\n') | |
write(x = rcrd, file = outfl, append = TRUE) | |
} |
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