3CAnalysisTool: AnalysisTool

'%notin%' <- Negate('%in%')

get.params.list <- function(runs)
{
    params.names.list <- c()
    "%notin%" <- Negate("%in%")
    ordered.table <- c()
    
    #INIT LISTS
    if(length(runs)>0)
    {
        lapply(1:length(runs), function(current.run.id)
        {
            if(length(runs[[current.run.id]]))
            {
                lapply(1:length(runs[[current.run.id]]), function(p)
                {
                    if(names(runs[[current.run.id]])[p]%notin%c(params.names.list))
                    {
                        params.names.list <<- c(params.names.list, names(runs[[current.run.id]])[p])
                    }
                })
            }
        })
    }
    
    return(params.names.list)
}

# get.ordered.table.from.runs <- function(runs, param)#Runs = list of list of parameters only (list 1 = run 1, ...)
# {
#     ordered.param.ids <- c()
#     ordered.param.values <- c()
#     irrelevant.param.ids <- c()
#     params.names.list <- c()
#     "%notin%" <- Negate("%in%")
#     ordered.table <- c()
#     
#     #INIT LISTS
#     if(length(runs)>0)
#     {
#         lapply(1:length(runs), function(current.run.id)
#         {
#             if(length(runs[[current.run.id]])>0)
#             {
#                 par.id <- which(names(runs[[current.run.id]])%in%param)
#                 if(length(par.id)>0)
#                 {
#                     ordered.param.ids <<- c(ordered.param.ids, current.run.id)
#                     ordered.param.values <<- c(ordered.param.values, runs[[current.run.id]][[par.id[[1]]]])
#                     
#                 }
#                 else
#                 {
#                     irrelevant.param.ids <<- c(irrelevant.param.ids, current.run.id)
#                 }
#                 
#                 lapply(1:length(runs[[current.run.id]]), function(p)
#                 {
#                     if(names(runs[[current.run.id]])[p]%notin%c(params.names.list,param))
#                     {
#                         params.names.list <<- c(params.names.list, names(runs[[current.run.id]])[p])
#                     }
#                 })
#             }
#         })
#         
#         if(length(ordered.param.values)>0)
#         {
#             #ORDER LISTS BY PARAM
#             ordered.param.ids <- ordered.param.ids[order(ordered.param.values)]
#             ordered.param.values <- ordered.param.values[order(ordered.param.values)]
#             ordered.param.values <- split(ordered.param.values,factor(ordered.param.values))
#             t <- lapply(1:length(ordered.param.values), function(i)
#             {
#                 v <- ordered.param.ids[1:length(ordered.param.values[[i]])]
#                 ordered.param.ids <<- ordered.param.ids[-c(1:length(ordered.param.values[[i]]))]
#                 return(unlist(v))
#             })
#             ordered.param.ids <- t
#         
#         
#             #CREATE OTHER PARAMS CODES
#             temp.codes <- c()
#             lapply(1:length(runs), function(current.run.id)
#             {
#                 t <- c()
#                 lapply(1:length(params.names.list), function(p)
#                 {
#                     p.val.id <- which(names(runs[[current.run.id]])==params.names.list[[p]])
#                     if(length(p.val.id)>0)
#                     {
#                         val <- runs[[current.run.id]][[p.val.id[[1]]]]
#                         t <<- c(t, val)
#                     }
#                     else
#                     {
#                         t <<- c(t, "NULL")
#                     }
#                 })
#                 temp.codes <<- rbind(temp.codes, t)
#             })
#             #print(temp.codes)
#             colnames(temp.codes) <- params.names.list
#         
#             #CREATE TABLE
#             ordered.table.1 <- NULL
#             ordered.table.2 <- NULL
#             t <- unlist(ordered.param.ids)
#             if(length(t)>0)
#             {
#                 ordered.table.1 <- cbind(unlist(ordered.param.ids), unlist(ordered.param.values), (temp.codes[unlist(ordered.param.ids),]))
#             }
#             t <- unlist(irrelevant.param.ids)
#             if(length(t)>0)
#             {
#                 ordered.table.2 <- cbind(unlist(irrelevant.param.ids), "NULL", (temp.codes[unlist(irrelevant.param.ids),]))
#             }
#             ordered.table <- cbind(ordered.table.1, ordered.table.2)
#             rownames(ordered.table) <- rep(NULL,nrow(ordered.table))
#             colnames(ordered.table)[1:2] <- c("id",paste0(param))
#         }
#     }
#     
#     
#     
#     
#     return(ordered.table)
#     
# }

get.ordered.table.from.runs <- function(runs, param)#Runs = list of list of parameters only (list 1 = run 1, ...)
{
    relevant.ids <- c()
    relevant.values <- c()
    irrelevant.ids <- c()
    params.names.list <- c()
    "%notin%" <- Negate("%in%")
    ordered.table <- c()
    
    #INIT LISTS
    if(length(runs)>0)
    {
        #RETRIEVE RELEVANT RUNS AND PARAM VALUES
        for (current.run.id in 1:length(runs))
        {
            searched.param.id <- which(names(runs[[current.run.id]]) == param)[[1]]
            if(!is.null(searched.param.id))
            {
                relevant.ids <- c(relevant.ids, current.run.id)
                relevant.values <- c(relevant.values, runs[[current.run.id]][[searched.param.id]])
            }
            else
            {
                irrelevant.ids <- c(irrelevant.ids, current.run.id)
            }
            
            for(p in 1:length(runs[[current.run.id]]))
            {
                if(names(runs[[current.run.id]])[p]%notin%c(params.names.list,param))
                {
                    params.names.list <- c(params.names.list, names(runs[[current.run.id]])[p])
                }
            }
        }
        
        #CREATE FIRST TABLE WITH ORDERED PARAM VALUES
        ordered.table.1 <- "NULL"
        if(length(relevant.ids)>0)
        {
            asc.order <- order(as.numeric(relevant.values))
            relevant.ids <- relevant.ids[asc.order]
            relevant.values <- relevant.values[asc.order]
            
            #CREATE OTHER PARAMS CODES
            temp.codes <- c()
            for(current.run.id in 1:length(relevant.ids))
            {
                t <- c()
                for(p in 1:length(params.names.list))
                {
                    p.val.id <- which(names(runs[[current.run.id]])==params.names.list[[p]])
                    val <- "NULL"
                    if(length(p.val.id)>0)
                    {
                        val <- runs[[current.run.id]][[p.val.id[[1]]]]
                    }
                    t <- c(t,val)
                }
                temp.codes <- rbind(temp.codes, t)
            }
            colnames(temp.codes) <- params.names.list
            
            #CREATE TABLE
            tmp.ids <- unlist(relevant.ids)
            ordered.table.1 <- cbind(matrix(tmp.ids,ncol=1), 
                                     matrix(unlist(relevant.values),ncol=1), 
                                     temp.codes)
        }
        
        #CREATE SECOND TABLE WITH IRRELEVANT RUNS
        ordered.table.2 <- "NULL"
        if(length(irrelevant.ids)>0)
        {
            #CREATE OTHER PARAMS CODES
            temp.codes <- c()
            for(current.run.id in 1:length(irrelevant.ids))
            {
                t <- c()
                for(p in 1:length(params.names.list))
                {
                    p.val.id <- which(names(runs[[current.run.id]])==params.names.list[[p]])
                    val <- "NULL"
                    if(length(p.val.id)>0)
                    {
                        val <- runs[[current.run.id]][[p.val.id[[1]]]]
                    }
                    t <- c(t,val)
                }
                temp.codes <- rbind(temp.codes, t)
            }
            colnames(temp.codes) <- params.names.list
            
            #CREATE TABLE
            tmp.ids <- unlist(irrelevant.ids)
            ordered.table.2 <- cbind(matrix(tmp.ids,ncol=1), 
                                     matrix(rep("NULL",length(tmp.ids)),ncol=1), 
                                     temp.codes)
        }
        
        ordered.table <- rbind(ordered.table.1, ordered.table.2)
        
        rownames(ordered.table) <- rep(NULL,nrow(ordered.table))
        colnames(ordered.table)[1:2] <- c("id",paste0(param))
    }
    
    return(ordered.table)
}

get.IDs.identical.main.param <- function(ordered.table)
{
    values <- unique(ordered.table[,2])
    ids.list <- lapply(1:length(values), function(i)
    {
        t <- unlist(which(ordered.table[,2]==values[i]))
        #t <- ordered.table[as.integer(t),1]
        return(as.integer(unlist(t)))
    })
    
    return(ids.list)
}

order.table.by.main.param <- function(ordered.table)
{
    values <- unique(ordered.table[,2])
    ids <- lapply(1:length(values), function(i)
    {
        t <- unlist(which(ordered.table[,2]==values[i]))
        return(as.integer(unlist(t)))
    })
    return( ordered.table[unlist(unlist(ids)), ] )
}

get.IDs.identical.sub.params <- function(ordered.table)
{
    ids.list <- c()
    if(is.defined(ordered.table))
    {
        values.mat <- as.matrix(unique(ordered.table[,-c(1,2)]))
        colnames(values.mat) <- colnames(ordered.table)[-c(1,2)]
        t.mat <- as.matrix(ordered.table[,-c(1,2)])
        ids.list <- lapply(1:nrow(values.mat), function(n)
        {
            tmp <- sapply(1:nrow(t.mat), function(nt)
            {
                return(identical(t.mat[nt,],values.mat[n,]))
            })
            tmp <- unlist(tmp)
            tmp <- unlist(which(tmp==T))
            #tmp <- ordered.table[as.integer(tmp),1]
            return(as.integer(tmp))
        })
    }
    return(ids.list)
}

order.table.by.sub.params <- function(ordered.table)
{
    values.mat <- as.matrix(t(unique(ordered.table[,-c(1,2)])))
    colnames(values.mat) <- colnames(ordered.table)[-c(1,2)]
    t.mat <- as.matrix(ordered.table[,-c(1,2)])
    ids <- lapply(1:nrow(values.mat), function(n)
    {
        tmp <- sapply(1:nrow(t.mat), function(nt)
        {
            return(identical(t.mat[nt,],values.mat[n,]))
        })
        tmp <- unlist(tmp)
        return(as.integer(tmp))
    })
    return( ordered.table[unlist(unlist(ids)), ] )
}

compute.purity.points <- function(clusters, purity.matrix.clust, pop.names)
{
    pop.clusters.list <- list()
    pop.clusters.purity <- list()
    associated.pop <- list()
    for(p.n in pop.names)
    {
        pop.clusters.list[[p.n]] <- list()
        pop.clusters.purity[[p.n]] <- list()
    }
    for(cl.id in 1:nrow(purity.matrix.clust))
    {
        best.pop <- which(purity.matrix.clust[cl.id,] == max(purity.matrix.clust[cl.id,]))[[1]]
        pop.clusters.list[[pop.names[[best.pop]]]] <- c(pop.clusters.list[[pop.names[[best.pop]]]],cl.id)
        pop.clusters.purity[[pop.names[[best.pop]]]] <- c(pop.clusters.purity[[pop.names[[best.pop]]]],
                                                              purity.matrix.clust[cl.id, best.pop])
        associated.pop[[cl.id]] <- best.pop
    }
    
    return(list(pop.clusters.list, pop.clusters.purity, associated.pop))
}

extract.run.parameters <- function(run)
{
    tmp.list <- strsplit(run,"__", fixed = T)[[1]][5]
    params.list <- list()
    
    if(tmp.list != "NULL")
    {
        tmp.list <- unlist(strsplit(tmp.list, ".-.", fixed = T)[[1]])
    }
    if(length(tmp.list)>0)
    {
        for(i in 1:length(tmp.list))
        {
            par <- unlist(strsplit(tmp.list[[i]], "-", fixed = T)[[1]])
            params.list[[par[[1]]]] <- par[[2]]
        }
    }
    
    tmp.list <- strsplit(run,"__", fixed = T)[[1]][4]
    markers <- ""
    if(tmp.list != "NULL")
    {
        tmp.list <- unlist(strsplit(tmp.list, ".-.", fixed = T)[[1]])
    }
    if(length(tmp.list)>0)
    {
        for(i in 1:length(tmp.list))
        {
            markers <- paste0(markers, tmp.list[[i]], ",")
        }
    }
    params.list[["markers"]] <- markers
    
    
    return(params.list)
}