Mercurial > repos > melpetera > intensity_checks
view Intchecks/RcheckLibrary.R @ 0:c2c2e1be904a draft
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author | melpetera |
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date | Thu, 11 Oct 2018 05:33:19 -0400 |
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###################################################### # R check library # Coded by: M.Petera, # - - # R functions to use in R scripts # (management of various generic subroutines) # - - # V0: script structure + first functions # V1: More detailed error messages in match functions ###################################################### # Generic function to return an error if problems have been encountered - - - - check.err <- function(err.stock){ # err.stock = vector of results returned by check functions if(length(err.stock)!=0){ stop("\n- - - - - - - - -\n",err.stock,"\n- - - - - - - - -\n") } } # Table match check functions - - - - - - - - - - - - - - - - - - - - - - - - - # To check if dataMatrix and (variable or sample)Metadata match regarding identifiers match2 <- function(dataMatrix, Metadata, Mtype){ # dataMatrix = data.frame containing dataMatrix # Metadata = data.frame containing sampleMetadata or variableMetadata # Mtype = "sample" or "variable" depending on Metadata content err.stock <- NULL # error vector id2 <- Metadata[,1] if(Mtype=="sample"){ id1 <- colnames(dataMatrix)[-1] } if(Mtype=="variable"){ id1 <- dataMatrix[,1] } if( length(which(id1%in%id2))!=length(id1) || length(which(id2%in%id1))!=length(id2) ){ err.stock <- c("\nData matrix and ",Mtype," metadata do not match regarding ",Mtype," identifiers.") if(length(which(id1%in%id2))!=length(id1)){ if(length(which(!(id1%in%id2)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the data matrix\n", " do not appear in the ",Mtype," metadata file:\n") identif <- id1[which(!(id1%in%id2))][1:min(3,length(which(!(id1%in%id2))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } if(length(which(id2%in%id1))!=length(id2)){ if(length(which(!(id2%in%id1)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the ",Mtype," metadata file\n", " do not appear in the data matrix:\n") identif <- id2[which(!(id2%in%id1))][1:min(3,length(which(!(id2%in%id1))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } err.stock <- c(err.stock,"\nPlease check your data.\n") } return(err.stock) } # To check if the 3 standard tables match regarding identifiers match3 <- function(dataMatrix, sampleMetadata, variableMetadata){ # dataMatrix = data.frame containing dataMatrix # sampleMetadata = data.frame containing sampleMetadata # variableMetadata = data.frame containing variableMetadata err.stock <- NULL # error vector id1 <- colnames(dataMatrix)[-1] id2 <- sampleMetadata[,1] id3 <- dataMatrix[,1] id4 <- variableMetadata[,1] if( length(which(id1%in%id2))!=length(id1) || length(which(id2%in%id1))!=length(id2) ){ err.stock <- c(err.stock,"\nData matrix and sample metadata do not match regarding sample identifiers.") if(length(which(id1%in%id2))!=length(id1)){ if(length(which(!(id1%in%id2)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the data matrix\n", " do not appear in the sample metadata file:\n") identif <- id1[which(!(id1%in%id2))][1:min(3,length(which(!(id1%in%id2))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } if(length(which(id2%in%id1))!=length(id2)){ if(length(which(!(id2%in%id1)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the sample metadata file\n", " do not appear in the data matrix:\n") identif <- id2[which(!(id2%in%id1))][1:min(3,length(which(!(id2%in%id1))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } } if( length(which(id3%in%id4))!=length(id3) || length(which(id4%in%id3))!=length(id4) ){ err.stock <- c(err.stock,"\nData matrix and variable metadata do not match regarding variable identifiers.") if(length(which(id3%in%id4))!=length(id3)){ if(length(which(!(id3%in%id4)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the data matrix\n", " do not appear in the variable metadata file:\n") identif <- id3[which(!(id3%in%id4))][1:min(3,length(which(!(id3%in%id4))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } if(length(which(id4%in%id3))!=length(id4)){ if(length(which(!(id4%in%id3)))<4){ err.stock <- c(err.stock,"\n The ") }else{ err.stock <- c(err.stock,"\n For example, the ") } err.stock <- c(err.stock,"following identifiers found in the variable metadata file\n", " do not appear in the data matrix:\n") identif <- id4[which(!(id4%in%id3))][1:min(3,length(which(!(id4%in%id3))))] err.stock <- c(err.stock," ",paste(identif,collapse="\n "),"\n") } } if(length(err.stock)!=0){ err.stock <- c(err.stock,"\nPlease check your data.\n") } return(err.stock) }