rapids/src/models/merge_metrics_for_populatio...

16 lines
561 B
R

source("packrat/init.R")
library(tidyr)
library(purrr)
library(dplyr)
library(stringr)
metric_files <- snakemake@input[["metric_files"]]
metrics_of_all_participants <- tibble(filename = metric_files) %>% # create a data frame
mutate(file_contents = map(filename, ~ read.csv(., stringsAsFactors = F, colClasses = c(local_date = "character"))),
pid = str_match(filename, ".*/([a-zA-Z]+?[0-9]+?)/.*")[,2]) %>%
unnest(cols = c(file_contents)) %>%
select(-filename)
write.csv(metrics_of_all_participants, snakemake@output[[1]], row.names = FALSE)