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October 17, 2014 19:52
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# Copyright 2013 Chen-Pan Liao | |
# This program is free software: you can redistribute it and/or modify | |
# it under the terms of the GNU General Public License as published by | |
# the Free Software Foundation, either version 3 of the License, or | |
# any later version. | |
# | |
# This program is distributed in the hope that it will be useful, | |
# but WITHOUT ANY WARRANTY; without even the implied warranty of | |
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | |
# GNU General Public License for more details. | |
# | |
# You should have received a copy of the GNU General Public License | |
# along with this program. If not, see <http://www.gnu.org/licenses/>. | |
############################################ | |
## taxaToGuild.r | |
## Author: Chen-Pan Liao (2013) | |
## License: Public domain | |
## Environment: R (ver. 2.15+) | |
## Usage: | |
## new.dataframe <- taxaToGuild( | |
## taxa.file.csv, | |
## taxa.file.csv.row.num, | |
## guild.file.csv, | |
## guild.file.csv.row.num, | |
## guild.system.row.num | |
## ) | |
############################################ | |
taxaToGuild <- function ( | |
taxa.file.csv, | |
taxa.file.csv.row.num, | |
guild.file.csv, | |
guild.file.csv.row.num, | |
guild.system.row.num | |
# taxa.file.csv = "taxa.csv", | |
# taxa.file.csv.row.num = 1, | |
# guild.file.csv = "guild.csv", | |
# guild.file.csv.row.num = 1, | |
# guild.system.row.num = 1 | |
){ | |
guild.data <- read.csv(guild.file.csv, row.names = guild.file.csv.row.num) | |
taxa.data <- read.csv("taxa.csv", row.names = taxa.file.csv.row.num) | |
guild.list.taxa <- row.names(guild.data) | |
guild.list.guild <- guild.data[, guild.system.row.num] | |
taxa.list <- names(taxa.data) | |
taxa.list.ind <- numeric(length(taxa.list)) | |
taxa.unknown <- 0 | |
for(n in 1:length(taxa.list)){ | |
if (sum(taxa.list[n] == guild.list.taxa) > 0) { | |
taxa.list.ind[n] <- which(taxa.list[n] == guild.list.taxa) | |
} else { | |
taxa.list.ind[n] <- NA | |
taxa.unknown[length(taxa.unknown) + 1] <- n | |
} | |
} | |
new.guild.list <- unique(guild.list.guild[taxa.list.ind]) | |
taxa.unknown <- taxa.unknown[-1] | |
#new.taxa.data <- taxa.data | |
#names(new.taxa.data) <- guild.list.guild[taxa.list.ind] | |
## new taxa matrix initiation | |
newer.taxa.data <- data.frame ( | |
matrix( | |
0, | |
nrow = nrow(taxa.data), | |
ncol = length(new.guild.list) | |
), | |
row.names = row.names(taxa.data) | |
) | |
names(newer.taxa.data) <- new.guild.list | |
## subsum of new taxa matrix | |
for(n in 1:length(new.guild.list)){ | |
if (!is.na(new.guild.list[n])) { | |
newer.taxa.data[,n] <- rowSums( | |
data.frame( | |
taxa.data[ | |
, | |
which(new.guild.list[n] == guild.list.guild[taxa.list.ind]) | |
] | |
) | |
) | |
} else { | |
newer.taxa.data[,n] <- rowSums( | |
data.frame( | |
taxa.data[ , taxa.unknown] | |
) | |
) | |
} | |
} | |
cat( | |
sprintf( | |
"The guild system is %s.\n", | |
names(guild.data)[guild.system.row.num] | |
) | |
) | |
cat( | |
sprintf( | |
"Warning: the following taxa is merged into guild NA due to no reference: %s.\n", | |
taxa.list[taxa.unknown] | |
) | |
) | |
return(newer.taxa.data) | |
} |
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