Mercurial > repos > recetox > recetox_aplcms_hybrid
diff main.R @ 10:27853894eeac draft
"planemo upload for repository https://github.com/RECETOX/galaxytools/tree/master/tools/recetox_aplcms commit 46f606d8d234807e603b55eb2791f76663b551ee"
author | recetox |
---|---|
date | Thu, 21 Oct 2021 15:03:51 +0000 |
parents | 3a8864093eac |
children | 5bb20231a48a |
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--- a/main.R Tue Oct 05 13:13:20 2021 +0000 +++ b/main.R Thu Oct 21 15:03:51 2021 +0000 @@ -1,4 +1,5 @@ library(recetox.aplcms) +library(dplyr) save_extracted_features <- function(df, filename) { df <- as.data.frame(df) @@ -6,11 +7,37 @@ arrow::write_parquet(df[columns], filename) } -save_feature_sample_table <- function(df, filename) { +save_aligned_feature_table <- function(df, filename) { columns <- c("feature", "mz", "rt", "sample", "sample_rt", "sample_intensity") arrow::write_parquet(df[columns], filename) } +save_recovered_feature_table <- function(df, filename, out_format) { + columns <- c("feature", "mz", "rt", "sample", "sample_rt", "sample_intensity") + if (out_format == "recetox") { + peak_table <- df[columns] + recetox_peak_table <- rcx_aplcms_to_rcx_xmsannotator(peak_table) + arrow::write_parquet(recetox_peak_table, filename) + } else { + arrow::write_parquet(df[columns], filename) + } +} + +rcx_aplcms_to_rcx_xmsannotator <- function(peak_table) { + col_base <- c("feature", "mz", "rt") + output_table <- peak_table %>% distinct(across(any_of(col_base))) + + for (level in levels(peak_table$sample)) { + subdata <- peak_table %>% + filter(sample == level) %>% + select(any_of(c(col_base, "sample_intensity"))) %>% + rename(!!level := "sample_intensity") + output_table <- inner_join(output_table, subdata, by = col_base) + } + output_table <- output_table %>% rename(peak = feature) + return(output_table) +} + known_table_columns <- function() { c("chemical_formula", "HMDB_ID", "KEGG_compound_ID", "mass", "ion.type", "m.z", "Number_profiles_processed", "Percent_found", "mz_min", "mz_max", @@ -47,7 +74,7 @@ mapply(save_extracted_features, dfs, filenames) } -unsupervised_main <- function(sample_files, aligned_file, recovered_file, ...) { +unsupervised_main <- function(sample_files, aligned_file, recovered_file, out_format, ...) { sample_files <- sort_samples_by_acquisition_number(sample_files) res <- unsupervised(filenames = sample_files, ...) @@ -55,11 +82,11 @@ save_all_extracted_features(res$extracted_features, sample_files) save_all_corrected_features(res$corrected_features, sample_files) - save_feature_sample_table(res$aligned_feature_sample_table, aligned_file) - save_feature_sample_table(res$recovered_feature_sample_table, recovered_file) + save_aligned_feature_table(res$aligned_feature_sample_table, aligned_file) + save_recovered_feature_table(res$recovered_feature_sample_table, recovered_file, out_format) } -hybrid_main <- function(sample_files, known_table_file, updated_known_table_file, pairing_file, aligned_file, recovered_file, ...) { +hybrid_main <- function(sample_files, known_table_file, updated_known_table_file, pairing_file, aligned_file, recovered_file, out_format, ...) { sample_files <- sort_samples_by_acquisition_number(sample_files) known <- read_known_table(known_table_file) @@ -71,6 +98,6 @@ save_all_extracted_features(res$extracted_features, sample_files) save_all_corrected_features(res$corrected_features, sample_files) - save_feature_sample_table(res$aligned_feature_sample_table, aligned_file) - save_feature_sample_table(res$recovered_feature_sample_table, recovered_file) + save_aligned_feature_table(res$aligned_feature_sample_table, aligned_file) + save_recovered_feature_table(res$recovered_feature_sample_table, recovered_file, out_format) }