Timon
9afceea121
- Update trend categorization thresholds in KPI calculations for clarity. - Improve comments for better understanding of trend interpretations. - Refactor report generation to use consistent terminology for trends. - Add batch pipeline runner for weekly reporting across multiple dates. - Minor formatting adjustments across various scripts for consistency.
110 lines
4.3 KiB
R
110 lines
4.3 KiB
R
# ============================================================================
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# BATCH PIPELINE RUNNER: Scripts 40, 80, 90 for Multiple Dates
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# ============================================================================
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# Purpose: Run weekly reporting pipeline for multiple dates (Jan 21, 2026 - Feb 18, 2026)
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# Project: aura
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# ============================================================================
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suppressPackageStartupMessages({
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library(lubridate)
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library(rmarkdown)
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})
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# Configuration
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PROJECT <- "aura"
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START_DATE <- as.Date("2026-01-21")
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END_DATE <- as.Date("2026-02-18")
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OFFSET <- 7
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# Generate date sequence (every 7 days)
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date_sequence <- seq(START_DATE, END_DATE, by = "7 days")
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cat("\n========================================================\n")
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cat("BATCH PIPELINE RUNNER for AURA Project\n")
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cat("========================================================\n")
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cat(sprintf("Project: %s\n", PROJECT))
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cat(sprintf("Date range: %s to %s\n", format(START_DATE), format(END_DATE)))
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cat(sprintf("Interval: Every %d days\n", OFFSET))
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cat(sprintf("Total dates to process: %d\n", length(date_sequence)))
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cat(sprintf("Dates: %s\n", paste(format(date_sequence), collapse = ", ")))
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cat("========================================================\n\n")
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# Process each date
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for (i in seq_along(date_sequence)) {
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current_date <- date_sequence[i]
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date_str <- format(current_date, "%Y-%m-%d")
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cat("\n")
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cat(strrep("=", 70), "\n")
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cat(sprintf("PROCESSING DATE: %s (%d of %d)\n", date_str, i, length(date_sequence)))
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cat(strrep("=", 70), "\n\n")
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# ==== SCRIPT 40: Create Weekly Mosaic ====
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# cat(sprintf("[%s] Running Script 40: Weekly Mosaic Creation\n", Sys.time()))
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# tryCatch({
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# r_path <- "C:\\Program Files\\R\\R-4.4.3\\bin\\x64\\Rscript.exe"
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# script_40 <- "r_app/40_mosaic_creation_per_field.R"
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# cmd_40 <- c(script_40, date_str, as.character(OFFSET), PROJECT)
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#
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# result_40 <- system2(r_path, args = cmd_40)
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#
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# if (result_40 == 0) {
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# cat(sprintf("[%s] ✓ Script 40 completed successfully\n\n", Sys.time()))
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# } else {
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# cat(sprintf("[%s] ✗ Script 40 failed with exit code %d (continuing anyway)\n\n", Sys.time(), result_40))
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# }
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# }, error = function(e) {
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# cat(sprintf("[ERROR] Script 40 error: %s (continuing anyway)\n\n", e$message))
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# })
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# ==== SCRIPT 80: Calculate KPIs ====
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cat(sprintf("[%s] Running Script 80: Calculate KPIs\n", Sys.time()))
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tryCatch({
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r_path <- "C:\\Program Files\\R\\R-4.4.3\\bin\\x64\\Rscript.exe"
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script_80 <- "r_app/80_calculate_kpis.R"
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# Note: R80 argument order is [END_DATE] [PROJECT] [OFFSET]
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cmd_80 <- c(script_80, date_str, PROJECT, as.character(OFFSET))
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result_80 <- system2(r_path, args = cmd_80)
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if (result_80 == 0) {
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cat(sprintf("[%s] ✓ Script 80 completed successfully\n\n", Sys.time()))
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} else {
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cat(sprintf("[%s] ✗ Script 80 failed with exit code %d (continuing anyway)\n\n", Sys.time(), result_80))
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}
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}, error = function(e) {
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cat(sprintf("[ERROR] Script 80 error: %s (continuing anyway)\n\n", e$message))
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})
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# ==== SCRIPT 90: Generate Report ====
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# cat(sprintf("[%s] Running Script 90: Generate Agronomic Support Report\n", Sys.time()))
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#tryCatch({
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#output_filename <- sprintf("SmartCane_Report_agronomic_support_%s_%s.docx", PROJECT, date_str)
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#
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# render(
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# "r_app/90_CI_report_with_kpis_agronomic_support.Rmd",
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# params = list(data_dir = PROJECT, report_date = as.Date(date_str)),
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# output_file = output_filename,
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# output_dir = file.path("laravel_app/storage/app", PROJECT, "reports"),
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# quiet = FALSE
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# )
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#
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# cat(sprintf("[%s] ✓ Script 90 completed successfully\n", Sys.time()))
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# cat(sprintf(" Output: laravel_app/storage/app/%s/reports/%s\n\n", PROJECT, output_filename))
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# }, error = function(e) {
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# cat(sprintf("[%s] ✗ Script 90 failed: %s (continuing anyway)\n\n", Sys.time(), e$message))
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# })
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}
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# Summary
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cat("\n")
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cat(strrep("=", 70), "\n")
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cat("BATCH PROCESSING COMPLETE\n")
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cat(strrep("=", 70), "\n")
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cat(sprintf("Processed %d dates from %s to %s\n",
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length(date_sequence),
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format(START_DATE),
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format(END_DATE)))
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cat("Check output directory for generated reports\n")
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cat(sprintf("Reports location: laravel_app/storage/app/%s/reports/\n", PROJECT))
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cat(strrep("=", 70), "\n\n") |