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- tryCatch({
- library(AnomalyDetection)
- args <- commandArgs(trailingOnly = TRUE)
- con <- textConnection(args[2])
- data <- read.csv(con, stringsAsFactors = FALSE)
- data$timestamp <- as.POSIXct(data$timestamp)
- if (identical(args[1], "ts")) {
- res <- AnomalyDetectionTs(data, direction = "both", alpha = 0.05, max_anoms = 0.2)
- } else {
- res <- AnomalyDetectionVec(data$count, direction = "both", alpha = 0.05, max_anoms = 0.2, period = length(data$count) / 2 - 1)
- }
- write.csv(res$anoms)
- }, error = function (e) {
- write.csv(geterrmessage())
- })
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