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Add framework for progress information
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6 changed files with 76 additions and 11 deletions
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@ -1,6 +1,6 @@
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# Compute the mean correlation coefficient comparing gene distances with a set
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# of reference genes.
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correlation <- function(distances, preset) {
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correlation <- function(distances, preset, progress = NULL) {
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results <- data.table(gene = preset$gene_ids)
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reference_gene_ids <- preset$reference_gene_ids
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reference_count <- length(reference_gene_ids)
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@ -14,6 +14,9 @@ correlation <- function(distances, preset) {
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# Prepare the reference genes' data.
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reference_distances <- distances[gene %chin% reference_gene_ids]
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genes_done <- 0
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genes_total <- length(preset$gene_ids)
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# Perform the correlation for one gene.
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compute <- function(gene_id) {
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gene_distances <- distances[gene_id]
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@ -29,7 +32,7 @@ correlation <- function(distances, preset) {
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# Correlate with all reference genes but not with the gene itself.
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for (reference_gene_id in
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reference_gene_ids[reference_gene_ids != gene_id]) {
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reference_gene_ids[reference_gene_ids != gene_id]) {
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data <- merge(
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gene_distances,
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reference_distances[reference_gene_id],
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@ -55,6 +58,13 @@ correlation <- function(distances, preset) {
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# Compute the score as the mean correlation coefficient.
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score <- correlation_sum / reference_count
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if (!is.null(progress)) {
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genes_done <<- genes_done + 1
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progress(genes_done / genes_total)
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}
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score
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}
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results[, score := compute(gene), by = 1:nrow(results)]
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