20 lines
770 B
R
20 lines
770 B
R
source("packrat/init.R")
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library(tidyr)
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library(purrr)
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library(dplyr)
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metric_files <- snakemake@input[["metric_files"]]
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phone_valid_sensed_days <- read.csv(snakemake@input[["phone_valid_sensed_days"]])
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drop_valid_sensed_days <- snakemake@params[["drop_valid_sensed_days"]]
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source <- snakemake@params[["source"]]
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metrics_for_individual_model <- metric_files %>%
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map(read.csv, stringsAsFactors = F, colClasses = c(local_date = "character")) %>%
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reduce(full_join, by="local_date")
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if(drop_valid_sensed_days && source == "phone_metrics"){
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metrics_for_individual_model <- merge(metrics_for_individual_model, phone_valid_sensed_days, by="local_date") %>% select(-valid_hours)
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}
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write.csv(metrics_for_individual_model, snakemake@output[[1]], row.names = FALSE) |