source("renv/activate.R") library(RMySQL) library(stringr) library(purrr) library(readr) library("dplyr", warn.conflicts = F) config <- snakemake@params[["config"]] group <- config$SOURCE$DATABASE_GROUP timezone <- config$SOURCE$TIMEZONE phone_device_id_column = config$PHONE_SECTION$DEVICE_ID_COLUMN fitbit_device_id_column = config$FITBIT_SECTION$DEVICE_ID_COLUMN add_fitbit_section = config$PHONE_SECTION$ADD add_phone_section = config$FITBIT_SECTION$ADD phone_ignored = config$PHONE_SECTION$IGNORED_DEVICE_IDS fitbit_ignored = config$FITBIT_SECTION$IGNORED_DEVICE_IDS rmysql.settingsfile <- "./.env" if(config$SOURCE$TYPE == "AWARE_DEVICE_TABLE"){ database <- dbConnect(MySQL(), default.file = rmysql.settingsfile, group = group) if(config$FITBIT_SECTION$ADD == TRUE){ query <- paste("SELECT",phone_device_id_column, ",",fitbit_device_id_column," as _temp_fitbit_id, brand, label, timestamp FROM aware_device order by timestamp asc") fitbit_device_id_column <- "_temp_fitbit_id" } else query <- paste("SELECT ",phone_device_id_column,", brand, label, timestamp FROM aware_device order by timestamp asc") participants <- dbGetQuery(database, query) dbDisconnect(database) participants <- participants %>% mutate(pid = if_else(row_number()<10, paste0("p","0",row_number()), paste0("p", row_number())), platform = if_else(brand == "iPhone", "ios", "android"), brand = NULL, label = iconv(if_else(label == "", "EMPTY_LABEL", label), from = "UTF-8", to = "UTF-8", sub=''), start_date = format(as.POSIXct(timestamp / 1000, origin = "1970-01-01", tz = timezone), "%Y-%m-%d"), end_date = format(Sys.Date(), "%Y-%m-%d"), !!phone_device_id_column := if_else(!!rlang::sym(phone_device_id_column) %in% phone_ignored, NA_character_, !!rlang::sym(phone_device_id_column)), !!fitbit_device_id_column := if_else(!!rlang::sym(fitbit_device_id_column) %in% fitbit_ignored, NA_character_, !!rlang::sym(fitbit_device_id_column))) } else if(config$SOURCE$TYPE == "CSV_FILE"){ participants <- read_csv(config$SOURCE$CSV_FILE_PATH, col_types=cols_only(device_id="c",pid="c",label="c",platform="c", start_date=col_date(format = "%Y-%m-%d"),end_date=col_date(format = "%Y-%m-%d"),fitbit_id="c")) participants <- participants %>% mutate(!!phone_device_id_column := str_replace(!!rlang::sym(phone_device_id_column), ";",","), platform = str_replace(platform, ";",","), !!phone_device_id_column := if_else(!!rlang::sym(phone_device_id_column) %in% phone_ignored, NA_character_, !!rlang::sym(phone_device_id_column)), !!fitbit_device_id_column := if_else(!!rlang::sym(fitbit_device_id_column) %in% fitbit_ignored, NA_character_, !!rlang::sym(fitbit_device_id_column))) } participants %>% pwalk(function(add_phone_section, add_fitbit_section, phone_device_id_column, fitbit_device_id_column, ...) { empty_phone <- c("PHONE:", " DEVICE_IDS:", " PLATFORMS:"," LABEL:", " START_DATE:", " END_DATE:") empty_fitbit <- c("FITBIT:", " DEVICE_IDS:", " LABEL:", " START_DATE:", " END_DATE:") row <- tibble(...) lines <- c() if(add_phone_section == TRUE && !is.na(row[phone_device_id_column])){ lines <- append(lines, c("PHONE:", paste0(" DEVICE_IDS: [",row[phone_device_id_column],"]"), paste0(" PLATFORMS: [",row$platform,"]"), paste(" LABEL:",row$label), paste(" START_DATE:", row$start_date), paste(" END_DATE:", row$end_date))) }else lines <- append(lines, empty_phone) if(add_fitbit_section == TRUE && !is.na(row[fitbit_device_id_column])){ lines <- append(lines, c("FITBIT:", paste0(" DEVICE_IDS: [",row[fitbit_device_id_column],"]"), paste(" LABEL:",row$label), paste(" START_DATE:", row$start_date), paste(" END_DATE:", row$end_date))) } else lines <- append(lines, empty_fitbit) file_connection <- file(paste0("./data/external/participant_files/", row$pid, ".yaml")) writeLines(lines, file_connection) close(file_connection) }, add_phone_section, add_fitbit_section, phone_device_id_column, fitbit_device_id_column) file_lines <-readLines("./config.yaml") for (i in 1:length(file_lines)){ if(startsWith(file_lines[i], "PIDS:")){ file_lines[i] <- paste0("PIDS: [", paste(participants$pid, collapse = ", "), "]") } } writeLines(file_lines, con = "./config.yaml")