annotate ExeFilteringRareLowabundSPGalaxy.r @ 1:fd0687e91bf6 draft default tip

"planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit d49a4da1ffac1f33a15fdb7ae98827d0034a7879"
author ecology
date Mon, 11 May 2020 17:44:48 -0400
parents 2e45ae3b297a
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
1 #!/usr/bin/env Rscript
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
2
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
3 #####################################################################################################################
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
4 ############## FILTERING RARE AND LOW-ABUNDANCE SPECIES function:filtreEspeceRare ##############################
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
5 #####################################################################################################################
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
6
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
7 #### Based on Romain Lorrillière R script
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
8 #### Modified by Alan Amosse and Benjamin Yguel for integrating within Galaxy-E
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
9
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
10
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
11 suppressMessages(library(reshape2))
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
12
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
13
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
14 ###########
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
15 #delcaration des arguments et variables/ declaring some variables and load arguments
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
16
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
17 args = commandArgs(trailingOnly=TRUE)
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
18
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
19 if (length(args)==0) {
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
20 stop("At least one argument must be supplied, dataset transformed by make table function (.tabular).", call.=FALSE) #si pas d'arguments -> affiche erreur et quitte / if no args -> error and exit1
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
21 } else {
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
22 Datatransformedforfiltering_trendanalysis<-args[1] ###### Nom du fichier peut provenir de la fonction "MakeTableAnalyse" / file name , may result from the function "MakeTableAnalys"
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
23 source(args[2])### chargement des fonctions / load the functions
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
24 }
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
25
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
26 ##### Le tableau de données doit posséder 3 variables en colonne minimum avec 1 seule espèce et autant de colonne en plus que d'espèces en plus: les carrés ou sont réalisés les observatiosn ("carre"), la ou les années des observations ("annee"), 1 colonne par espèce renseignée avec les abondances correspondantes
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
27 ##### Data must be a dataframe with 3 variables in column: plots where observation where made ("carre"), year(s) of the different sampling ("annee"), and one column per species with its abundance
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
28
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
29
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
30 #Import des données / Import data
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
31 tab <- read.table(Datatransformedforfiltering_trendanalysis,sep="\t",dec=".",header=TRUE) #
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
32
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
33 err_msg_tab="\nThe input dataset doesn't have the right format. It need to have the following 2 variables : \"carre\" and \"annee\" followed by at least one species"
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
34 if(ncol(tab)<3 || !("carre" %in% names(tab)) || !("annee" %in% names(tab))){
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
35 stop(err_msg_tab,call.=FALSE)
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
36 }
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
37
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
38
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
39
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
40
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
41 #Do your analysis
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
42 tab_filtred1<-filter_absent_species(tab)
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
43 tab_filtred2<-filter_rare_species(tab)
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
44
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
45 #save the data in a output file in a tabular format
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
46 filename <- "Datafilteredfortrendanalysis.tabular"
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
47 write.table(tab_filtred2, filename,row.names=FALSE,sep="\t",dec=".")
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
48 cat(paste("\nWrite table with data filtered for trend analysis. \n--> \"",filename,"\"\n"))
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
49
2e45ae3b297a "planemo upload for repository https://github.com/Alanamosse/Galaxy-E/tree/stoctool/tools/stoc commit f82f897ab22464de40c878e17616333855814e25"
ecology
parents:
diff changeset
50