24 lines
941 B
R
24 lines
941 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 <- snakemake@input[["phone_valid_sensed_days"]]
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days_to_include <- snakemake@input[["days_to_include"]]
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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(!is.null(phone_valid_sensed_days) && source %in% c("phone_metrics", "phone_fitbit_metrics")){
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metrics_for_individual_model <- merge(metrics_for_individual_model, read.csv(phone_valid_sensed_days), by="local_date") %>% select(-valid_hours)
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}
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if(!is.null(days_to_include)){
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metrics_for_individual_model <- merge(metrics_for_individual_model, read.csv(days_to_include), by="local_date")
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}
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write.csv(metrics_for_individual_model, snakemake@output[[1]], row.names = FALSE) |