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## ----setup, echo=FALSE--------------------------------------------------------
knitr::opts_chunk$set(collapse=TRUE)
## ---- eval = FALSE------------------------------------------------------------
# if (!"BiocManager" %in% rownames(installed.packages()))
# install.packages("BiocManager")
# BiocManager::install("BiocFileCache", dependencies=TRUE)
## ---- results='hide', warning=FALSE, message=FALSE----------------------------
library(BiocFileCache)
## -----------------------------------------------------------------------------
path <- tempfile()
bfc <- BiocFileCache(path, ask = FALSE)
## -----------------------------------------------------------------------------
bfccache(bfc)
length(bfc)
## -----------------------------------------------------------------------------
bfc
## -----------------------------------------------------------------------------
bfcinfo(bfc)
## -----------------------------------------------------------------------------
savepath <- bfcnew(bfc, "NewResource", ext=".RData")
savepath
## now we can use that path in any save function
m = matrix(1:12, nrow=3)
save(m, file=savepath)
## and that file will be tracked in the cache
bfcinfo(bfc)
## -----------------------------------------------------------------------------
fl1 <- tempfile(); file.create(fl1)
add2 <- bfcadd(bfc, "Test_addCopy", fl1) # copy
# returns filepath being tracked in cache
add2
# the name is the unique rid in the cache
rid2 <- names(add2)
fl2 <- tempfile(); file.create(fl2)
add3 <- bfcadd(bfc, "Test2_addMove", fl2, action="move") # move
rid3 <- names(add3)
fl3 <- tempfile(); file.create(fl3)
add4 <- bfcadd(bfc, "Test3_addAsis", fl3, rtype="local",
action="asis") # reference
rid4 <- names(add4)
file.exists(fl1) # TRUE - copied from original location
file.exists(fl2) # FALSE - moved from original location
file.exists(fl3) # TRUE - left asis, original location tracked
## -----------------------------------------------------------------------------
url <- "http://httpbin.org/get"
add5 <- bfcadd(bfc, "TestWeb", fpath=url)
rid5 <- names(add5)
url2<- "https://en.wikipedia.org/wiki/Bioconductor"
add6 <- bfcadd(bfc, "TestWeb", fpath=url2)
rid6 <- names(add6)
# add a remote resource but don't initially download
add7 <- bfcadd(bfc, "TestNoDweb", fpath=url2, download=FALSE)
rid7 <- names(add7)
# let's look at our BiocFileCache object now
bfc
bfcinfo(bfc)
## -----------------------------------------------------------------------------
bfcquery(bfc, "Web")
bfcquery(bfc, "copy")
q1 <- bfcquery(bfc, "wiki")
q1
class(q1)
## -----------------------------------------------------------------------------
bfccount(q1)
## -----------------------------------------------------------------------------
bfcsubWeb = bfc[paste0("BFC", 5:6)]
bfcsubWeb
bfcinfo(bfcsubWeb)
## -----------------------------------------------------------------------------
bfc[["BFC2"]]
bfcpath(bfc, "BFC2")
bfcpath(bfc, "BFC5")
bfcrpath(bfc, rids="BFC5")
bfcrpath(bfc)
bfcrpath(bfc, c("http://httpbin.org/get","Test3_addAsis"))
## -----------------------------------------------------------------------------
bfcneedsupdate(bfc, "BFC5")
bfcneedsupdate(bfc, "BFC6")
bfcneedsupdate(bfc)
## -----------------------------------------------------------------------------
fileBeingReplaced <- bfc[[rid3]]
fileBeingReplaced
# fl3 was created when we were adding resources
fl3
bfc[[rid3]]<-fl3
bfc[[rid3]]
## -----------------------------------------------------------------------------
bfcinfo(bfc, "BFC1")
bfcupdate(bfc, "BFC1", rname="FirstEntry")
bfcinfo(bfc, "BFC1")
## -----------------------------------------------------------------------------
suppressPackageStartupMessages({
library(dplyr)
})
bfcinfo(bfc, "BFC6") %>% select(rid, rpath, fpath)
bfcupdate(bfc, "BFC6", fpath=url, rname="Duplicate", ask=FALSE)
bfcinfo(bfc, "BFC6") %>% select(rid, rpath, fpath)
## -----------------------------------------------------------------------------
rid <- "BFC5"
test <- !identical(bfcneedsupdate(bfc, rid), FALSE) # 'TRUE' or 'NA'
if (test)
bfcdownload(bfc, rid, ask=FALSE)
## -----------------------------------------------------------------------------
names(bfcinfo(bfc))
meta <- as.data.frame(list(rid=bfcrid(bfc)[1:3], idx=1:3))
bfcmeta(bfc, name="resourceData") <- meta
names(bfcinfo(bfc))
## -----------------------------------------------------------------------------
bfcmetalist(bfc)
bfcmeta(bfc, name="resourceData")
## -----------------------------------------------------------------------------
bfcmetaremove(bfc, name="resourceData")
## ----eval=FALSE---------------------------------------------------------------
# bfcmeta(name="resourceData") <- meta
# Error in bfcmeta(name = "resourceData") <- meta :
# target of assignment expands to non-language object
## ----eval=FALSE---------------------------------------------------------------
# bfc <- BiocFileCache()
# bfcmeta(bfc, name="resourceData") <- meta
## -----------------------------------------------------------------------------
# let's remind ourselves of our object
bfc
bfcremove(bfc, "BFC6")
bfcremove(bfc, "BFC1")
# let's look at our BiocFileCache object now
bfc
## -----------------------------------------------------------------------------
# create a new entry that hasn't been used
path <- bfcnew(bfc, "UseMe")
rmMe <- names(path)
# We also have a file not being tracked because we updated rpath
bfcsync(bfc)
# you can suppress the messages and just have a TRUE/FALSE
bfcsync(bfc, FALSE)
#
# Let's do some cleaning to have a synced object
#
bfcremove(bfc, rmMe)
unlink(fileBeingReplaced)
bfcsync(bfc)
## ----eval=FALSE---------------------------------------------------------------
# # export entire biocfilecache
# exportbfc(bfc)
#
# # export the first 4 entries of biocfilecache
# # as a compressed tar
# exportbfc(bfc, rids=paste0("BFC", 1:4),
# outputFile="BiocFileCacheExport.tar.gz", compression="gzip")
#
# # export the subsetted object of web resources as zip
# sub1 <- bfc[bfcrid(bfcquery(bfc, "web", field='rtype'))]
# exportbfc(sub1, outputFile = "BiocFileCacheExportWeb.zip",
# outMethod="zip")
## ----eval=FALSE---------------------------------------------------------------
#
# bfc <- importbfc("BiocFileCacheExport.tar")
#
# bfc2 <- importbfc("BiocFileCacheExport.tar.gz", compression="gzip")
#
# bfc3 <- importbfc("BiocFileCacheExportWeb.zip", archiveMethod="unzip")
## -----------------------------------------------------------------------------
tbl <- data.frame(rtype=c("web","web"),
rpath=c(NA_character_,NA_character_),
fpath=c("http://httpbin.org/get",
"https://en.wikipedia.org/wiki/Bioconductor"),
keywords = c("httpbin", "wiki"), stringsAsFactors=FALSE)
tbl
## ----eval=FALSE---------------------------------------------------------------
#
# newbfc <- makeBiocFileCacheFromDataFrame(tbl,
# cache=file.path(tempdir(),"BFC"),
# actionWeb="copy",
# actionLocal="copy",
# metadataName="resourceMetadata")
#
## ----eval=FALSE---------------------------------------------------------------
# cleanbfc(bfc)
## ----eval=FALSE---------------------------------------------------------------
# removebfc(bfc)
## -----------------------------------------------------------------------------
## paste to avoid long line in vignette
url <- paste(
"ftp://ftp.ensembl.org/pub/release-71/gtf",
"homo_sapiens/Homo_sapiens.GRCh37.71.gtf.gz",
sep="/")
## ---- eval=FALSE--------------------------------------------------------------
# library(BiocFileCache)
# bfc <- BiocFileCache()
# path <- bfcrpath(bfc, url)
## ---- eval=FALSE--------------------------------------------------------------
# gtf <- rtracklayer::import.gff(path)
## ---- eval=FALSE--------------------------------------------------------------
# gtf <- rtracklayer::import.gff(bfcrpath(BiocFileCache(), url))
## ---- eval=FALSE--------------------------------------------------------------
# library(BiocFileCache)
# bfc <- BiocFileCache("~/my-experiment/results")
## ---- eval=FALSE--------------------------------------------------------------
# suppressPackageStartupMessages({
# library(DESeq2)
# library(airway)
# })
# data(airway)
# dds <- DESeqDataData(airway, design = ~ cell + dex)
# result <- DESeq(dds)
## ---- eval=FALSE--------------------------------------------------------------
# saveRDS(result, bfcnew(bfc, "airway / DESeq standard analysis"))
## ---- eval=FALSE--------------------------------------------------------------
# result <- readRDS(bfcrpath(bfc, "airway / DESeq standard analysis"))
## ----eval=FALSE---------------------------------------------------------------
# suppressPackageStartupMessages({
# library(BiocFileCache)
# library(rtracklayer)
# })
#
# # load the cache
# path <- file.path(tempdir(), "tempCacheDir")
# bfc <- BiocFileCache(path)
#
# # the web resource of interest
# url <- "ftp://ftp.ensembl.org/pub/release-71/gtf/homo_sapiens/Homo_sapiens.GRCh37.71.gtf.gz"
#
# # check if url is being tracked
# res <- bfcquery(bfc, url)
#
# if (bfccount(res) == 0L) {
#
# # if it is not in cache, add
# ans <- bfcadd(bfc, rname="ensembl, homo sapien", fpath=url)
#
# } else {
#
# # if it is in cache, get path to load
# rid = res %>% filter(fpath == url) %>% collect(Inf) %>% `[[`("rid")
# ans <- bfcrpath(bfc, rid)
#
# # check to see if the resource needs to be updated
# check <- bfcneedsupdate(bfc, rid)
# # check can be NA if it cannot be determined, choose how to handle
# if (is.na(check)) check <- TRUE
# if (check){
# ans < - bfcdownload(bfc, rid)
# }
# }
#
# # ans is the path of the file to load
# ans
#
# # we know because we search for the url that the file is a .gtf.gz,
# # if we searched on other terms we can use 'bfcpath' to see the
# # original fpath to know the appropriate load/read/import method
# bfcpath(bfc, names(ans))
#
# temp = GTFFile(ans)
# info = import(temp)
## ----eval=TRUE----------------------------------------------------------------
#
# A simplier test to see if something is in the cache
# and if not start tracking it is using `bfcrpath`
#
suppressPackageStartupMessages({
library(BiocFileCache)
library(rtracklayer)
})
# load the cache
path <- file.path(tempdir(), "tempCacheDir")
bfc <- BiocFileCache(path, ask=FALSE)
# the web resources of interest
url <- "ftp://ftp.ensembl.org/pub/release-71/gtf/homo_sapiens/Homo_sapiens.GRCh37.71.gtf.gz"
url2 <- "ftp://ftp.ensembl.org/pub/release-71/gtf/rattus_norvegicus/Rattus_norvegicus.Rnor_5.0.71.gtf.gz"
# if not in cache will download and create new entry
pathsToLoad <- bfcrpath(bfc, c(url, url2))
pathsToLoad
# now load files as see fit
info = import(GTFFile(pathsToLoad[1]))
class(info)
summary(info)
## ----eval=FALSE---------------------------------------------------------------
# #
# # One could also imagine the following:
# #
#
# library(BiocFileCache)
#
# # load the cache
# bfc <- BiocFileCache()
#
# #
# # Do some work!
# #
#
# # add a location in the cache
# filepath <- bfcnew(bfc, "R workspace")
#
# save(list = ls(), file=filepath)
#
# # now the R workspace is being tracked in the cache
## ---- eval=FALSE--------------------------------------------------------------
# .get_cache <-
# function()
# {
# cache <- rappdirs::user_cache_dir(appname="MyNewPackage")
# BiocFileCache::BiocFileCache(cache)
# }
## ---- eval=FALSE--------------------------------------------------------------
# download_data_file <-
# function( verbose = FALSE )
# {
# fileURL <- "http://a_path_to/someremotefile.tsv.gz"
#
# bfc <- .get_cache()
# rid <- bfcquery(bfc, "geneFileV2", "rname")$rid
# if (!length(rid)) {
# if( verbose )
# message( "Downloading GENE file" )
# rid <- names(bfcadd(bfc, "geneFileV2", fileURL ))
# }
# if (!isFALSE(bfcneedsupdate(bfc, rid)))
# bfcdownload(bfc, rid)
#
# bfcrpath(bfc, rids = rid)
# }
## -----------------------------------------------------------------------------
url <- "http://bioconductor.org/packages/stats/bioc/BiocFileCache/BiocFileCache_stats.tab"
headFile <- # how to process file before caching
function(from, to)
{
dat <- readLines(from)
writeLines(head(dat), to)
TRUE
}
rid <- bfcquery(bfc, url, "fpath")$rid
if (!length(rid)) # not in cache, add but do not download
rid <- names(bfcadd(bfc, url, download = FALSE))
update <- bfcneedsupdate(bfc, rid) # TRUE if newly added or stale
if (!isFALSE(update)) # download & process
bfcdownload(bfc, rid, ask = FALSE, FUN = headFile)
rpath <- bfcrpath(bfc, rids=rid) # path to processed result
readLines(rpath) # read processed result
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