Mercurial > repos > ecology > pampa_presabs

annotate FunctExeCalcPresAbsGalaxy.r @ 2:f1bfdeb5ebfe draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
"planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit e8643d3d2e48d2ec7fcb2bd5abf77869a8687422"
author ecology
date Mon, 27 Jul 2020 09:46:51 -0400
parents c9dfe4e20a45
children 8d8aec182fb1
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
1 #Rscript
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
2
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
3 #####################################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
4 #####################################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
5 ############################ Calculate presence absence table from observation data #################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
6 #####################################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
7 #####################################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
8
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
9 ###################### Packages
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
10 suppressMessages(library(tidyr))
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
11
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
12 ###################### Load arguments and declaring variables
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
13
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
14 args = commandArgs(trailingOnly=TRUE)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
15 #options(encoding = "UTF-8")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
16
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
17 if (length(args) < 2) {
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
18 stop("At least one argument must be supplied, an input dataset file (.tabular).", call.=FALSE) #si pas d'arguments -> affiche erreur et quitte / if no args -> error and exit1
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
19
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
20 } else {
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
21 Importdata<-args[1] ###### Nom du fichier importé avec son extension / file name imported with the file type ".filetype"
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
22 source(args[2]) ###### Import functions
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
23
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
24 }
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
25 #### Data must be a dataframe with at least 3 variables : unitobs representing location and year ("observation.unit"), species code ("species.code") and abundance ("number")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
26
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
27
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
28 #Import des données / Import data
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
29 obs<- read.table(Importdata,sep="\t",dec=".",header=TRUE,encoding="UTF-8") #
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
30 obs[obs == -999] <- NA
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
31 factors <- fact.det.f(Obs=obs)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
32 ObsType <- def.typeobs.f(Obs=obs)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
33 obs <- create.unitobs(data=obs)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
34
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
35 vars_data<-c("observation.unit","species.code","number")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
36 err_msg_data<-"The input dataset doesn't have the right format. It need to have at least the following 3 variables :\n- observation.unit (or point and year)\n- species.code\n- number\n"
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
37 check_file(obs,err_msg_data,vars_data,3)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
38
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
39
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
40 ####################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
41 #################### Create presence/absence table ## Function : calc.presAbs.f ####################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
42 ####################################################################################################
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
43
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
44 calc.presAbs.f <- function(Data,
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
45 nbName="number")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
46 {
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
47 ## Purpose: Compute presence absence
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
48 ## ----------------------------------------------------------------------
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
49 ## Arguments: Data : temporary metrics table
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
50 ## nbName : name of abundance column
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
51 ##
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
52 ## Output: presence absence vector
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
53 ## ----------------------------------------------------------------------
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
54 ## Author: Yves Reecht, Date: 20 déc. 2011, 12:04 modified by Coline ROYAUX 04 june 2020
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
55
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
56 ## Presence - absence :
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
57 presAbs <- integer(nrow(Data))
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
58 presAbs[Data[ , nbName] > 0] <- as.integer(1)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
59 presAbs[Data[ , nbName] == 0] <- as.integer(0)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
60
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
61 return(presAbs)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
62 }
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
63
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
64
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
65 ################# Analysis
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
66
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
67 res <- calc.numbers.f(obs, ObsType=ObsType , factors=factors, nbName="number")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
68 res$pres.abs <- calc.presAbs.f(res, nbName="number")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
69 res <- create.year.point(res)
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
70
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
71 #Save dataframe in a tabular format
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
72 filenamePresAbs <- "TabPresAbs.tabular"
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
73 write.table(res, filenamePresAbs, row.names=FALSE, sep="\t", dec=".",fileEncoding="UTF-8")
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
74 cat(paste("\nWrite table with presence/absence. \n--> \"",filenamePresAbs,"\"\n",sep=""))
c9dfe4e20a45 "planemo upload for repository https://github.com/ColineRoyaux/PAMPA-Galaxy commit 07f1028cc764f920b1e6419c151f04ab4e3600fa"
ecology
parents:
diff changeset
75