Implement steps 1 + 2 of issue #115: turn recorded build failures into triaged patch suggestions instead of hand-scraping Crow logs. - add local/failing-builds-classify.R with pure, DB-free helpers to normalise error_text into a stable fingerprint and classify it against a seed signature set (removed tbb_stddef.h, RcppParallel bundled TBB, system libuv link leak), each carrying a fix tier, confidence, and an auto/human-only flag - add local/failing-builds-report.R, a read-only entrypoint that queries single_builds WHERE error_occurred, groups by root cause, classifies each group, and prints (optionally emits JSON) a triaged report with a pre-filled registry.json entry for known, safe fix levers only - keep novel source diffs and unknown signatures routed to human triage, per the issue guardrails; never write to the DB or the registry - cover the helpers with local/tests/test-failing-builds-classify.R and document the workflow in local/patches/README.md
290 lines
8.9 KiB
R
290 lines
8.9 KiB
R
#!/usr/bin/env Rscript
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# Read-only failure triage over the `single_builds` metadata table (issue #115,
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# steps 1 + 2): query every recorded build failure, group by a normalised error
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# fingerprint, classify each bucket against the known signature set, and print a
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# triaged report with a pre-filled `registry.json` suggestion where a *known,
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# safe* fix lever applies. Novel source diffs and unknown signatures are routed
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# to human triage; this script never writes to the DB or the registry.
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#
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# Usage:
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# PGPASS=... Rscript local/failing-builds-report.R [--platform P] [--arch A]
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# [--json out.json] [--min N]
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#
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# --platform / --arch restrict to one platform/arch (default: all)
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# --min N only show fingerprint groups with >= N failing builds
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# --json PATH also write the machine-readable report to PATH
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#
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# Env fallbacks: PLATFORM, ARCH (same effect as the flags).
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options(error = function() {
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cat("ERROR:", geterrmessage(), "\n", file = stdout())
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q(status = 1)
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})
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suppressPackageStartupMessages({
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library(DBI, quietly = TRUE)
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library(RPostgres, quietly = TRUE)
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library(jsonlite, quietly = TRUE)
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})
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# Locate helpers relative to this script so it runs from any CWD.
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script_path <- local({
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a <- commandArgs(trailingOnly = FALSE)
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f <- sub("^--file=", "", a[grepl("^--file=", a)])
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if (length(f) == 1L && nzchar(f)) normalizePath(f) else NA_character_
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})
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script_dir <- if (is.na(script_path)) "local" else dirname(script_path)
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source(file.path(script_dir, "failing-builds-classify.R"))
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# ---------------------------------------------------------------------------
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# Arguments
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# ---------------------------------------------------------------------------
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args <- commandArgs(trailingOnly = TRUE)
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opt_val <- function(flag, default = NA_character_) {
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i <- match(flag, args)
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if (!is.na(i) && i < length(args)) args[[i + 1L]] else default
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}
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platform <- opt_val("--platform", Sys.getenv("PLATFORM", ""))
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arch <- opt_val("--arch", Sys.getenv("ARCH", ""))
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json_out <- opt_val("--json")
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min_count <- suppressWarnings(as.integer(opt_val("--min", "1")))
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if (is.na(min_count)) {
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min_count <- 1L
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}
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if (nchar(Sys.getenv("PGPASS")) == 0L) {
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stop(
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"PGPASS env var is not set; a DB password is required (no read-only role exists)."
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)
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}
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# ---------------------------------------------------------------------------
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# Query failing builds
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# ---------------------------------------------------------------------------
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con <- DBI::dbConnect(
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RPostgres::Postgres(),
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dbname = "build_metadata",
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host = "r-binaries.devxy.io",
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port = 15432,
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user = "rpkgs",
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password = Sys.getenv("PGPASS"),
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sslmode = "require"
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)
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on.exit(DBI::dbDisconnect(con), add = TRUE)
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where <- "error_occurred = TRUE AND removed = FALSE"
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params <- list()
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if (nzchar(platform)) {
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where <- paste0(where, " AND platform = $", length(params) + 1L)
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params <- c(params, platform)
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}
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if (nzchar(arch)) {
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where <- paste0(where, " AND arch = $", length(params) + 1L)
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params <- c(params, arch)
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}
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failures <- DBI::dbGetQuery(
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con,
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paste0(
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"SELECT name, tag, platform, arch, r_version, timestamp, error_text ",
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"FROM single_builds WHERE ",
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where
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),
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params = if (length(params) > 0L) params else NULL
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)
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cat(sprintf(
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"Queried single_builds: %d failing builds%s\n",
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nrow(failures),
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if (nzchar(platform) || nzchar(arch)) {
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sprintf(
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" (filter: platform=%s arch=%s)",
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if (nzchar(platform)) platform else "*",
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if (nzchar(arch)) arch else "*"
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)
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} else {
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""
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}
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))
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if (nrow(failures) == 0L) {
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cat("No failing builds to triage.\n")
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q(status = 0)
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}
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# ---------------------------------------------------------------------------
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# Packages that already carry a registry entry (so we don't re-propose)
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# ---------------------------------------------------------------------------
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`%||%` <- function(a, b) if (is.null(a)) b else a
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registry_file <- file.path(script_dir, "patches", "registry.json")
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registered_pkgs <- character(0L)
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if (file.exists(registry_file)) {
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reg <- jsonlite::fromJSON(registry_file, simplifyVector = FALSE)
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registered_pkgs <- unique(vapply(
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reg,
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function(e) as.character(e$package %||% ""),
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character(1L)
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))
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}
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# ---------------------------------------------------------------------------
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# Fingerprint + classify every failure, then group
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# ---------------------------------------------------------------------------
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signatures <- build_signatures()
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failures$fingerprint <- vapply(
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seq_len(nrow(failures)),
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function(i) fingerprint_error(failures$error_text[[i]], failures$name[[i]]),
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character(1L)
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)
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failures$sig_id <- vapply(
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seq_len(nrow(failures)),
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function(i) classify_error(failures$error_text[[i]], signatures)$id,
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character(1L)
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)
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# Group by root cause: classified failures collapse by signature id (so the
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# same fix candidate is one bucket regardless of surrounding log noise);
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# unclassified failures fall back to the fingerprint so distinct unknowns stay
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# separate for discovery.
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failures$group_key <- ifelse(
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failures$sig_id == "unclassified",
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failures$fingerprint,
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failures$sig_id
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)
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groups <- split(failures, failures$group_key)
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# Order groups by number of affected builds, descending.
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groups <- groups[order(-vapply(groups, nrow, integer(1L)))]
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report <- list()
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cat(sprintf(
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"\n%d distinct failure fingerprint(s); showing groups with >= %d build(s).\n",
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length(groups),
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min_count
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))
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cat(strrep("=", 78L), "\n", sep = "")
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for (g in groups) {
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n <- nrow(g)
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if (n < min_count) {
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next
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}
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# Representative classification: most common signature id in the group.
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sig_id <- names(sort(table(g$sig_id), decreasing = TRUE))[[1L]]
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sig <- Filter(function(s) s$id == sig_id, signatures)
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if (length(sig) > 0L) {
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sig <- sig[[1L]]
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sig$matched <- TRUE
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} else {
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sig <- classify_error("", signatures) # unclassified fallback (matched = FALSE)
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}
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fp_tab <- sort(table(g$fingerprint), decreasing = TRUE)
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rep_fp <- names(fp_tab)[[1L]]
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fp_variants <- length(fp_tab)
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pkgs <- sort(unique(g$name))
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plats <- sort(unique(g$platform))
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arches <- sort(unique(g$arch))
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unregistered <- setdiff(pkgs, registered_pkgs)
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status <- if (!sig$matched) {
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"HUMAN TRIAGE (unknown signature)"
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} else if (!sig$auto) {
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sprintf("HUMAN TRIAGE (classified: %s; novel source diff)", sig$id)
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} else {
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sprintf("AUTO-PROPOSABLE (%s, %s confidence)", sig$id, sig$confidence)
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}
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cat(sprintf(
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"\n[%d builds | %d pkgs | %s] %s\n",
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n,
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length(pkgs),
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toString(plats),
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status
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))
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cat(sprintf(
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" fingerprint: %s%s\n",
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rep_fp,
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if (fp_variants > 1L) {
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sprintf(" (+%d fingerprint variant(s))", fp_variants - 1L)
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} else {
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""
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}
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))
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if (sig$matched) {
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cat(sprintf(" signature : %s\n", sig$label))
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cat(sprintf(" suggested : [%s] %s\n", sig$tier, sig$fix))
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}
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cat(sprintf(" arch : %s\n", toString(arches)))
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cat(sprintf(
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" packages : %s\n",
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paste(
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vapply(
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pkgs,
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function(p) {
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if (p %in% registered_pkgs) paste0(p, " (has entry)") else p
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},
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character(1L)
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),
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collapse = ", "
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)
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))
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proposals <- list()
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if (sig$matched && sig$auto && length(unregistered) > 0L) {
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cat(" proposed registry entries (validate + trial-build before merge):\n")
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for (p in unregistered) {
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p_plats <- sort(unique(g$platform[g$name == p]))
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entry <- propose_registry_entry(sig, p, p_plats)
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proposals[[p]] <- entry
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cat(paste0(" ", gsub("\n", "\n ", entry)), "\n", sep = "")
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}
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} else if (sig$matched && sig$auto && length(unregistered) == 0L) {
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cat(" (all affected packages already have a registry entry)\n")
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}
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report[[length(report) + 1L]] <- list(
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fingerprint = rep_fp,
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fingerprint_variants = fp_variants,
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build_count = n,
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packages = pkgs,
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packages_without_entry = unregistered,
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platforms = plats,
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arches = arches,
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signature = sig$id,
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matched = sig$matched,
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auto_proposable = isTRUE(sig$auto) && sig$matched,
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tier = sig$tier,
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confidence = sig$confidence,
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suggested_fix = sig$fix,
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proposed_entries = if (length(proposals) > 0L) {
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lapply(proposals, jsonlite::fromJSON)
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} else {
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NULL
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}
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)
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}
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# ---------------------------------------------------------------------------
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# Summary
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# ---------------------------------------------------------------------------
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matched <- Filter(function(r) r$matched, report)
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auto <- Filter(function(r) r$auto_proposable, report)
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cat("\n", strrep("=", 78L), "\n", sep = "")
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cat(sprintf(
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"Summary: %d groups | %d classified | %d auto-proposable | %d for human triage\n",
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length(report),
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length(matched),
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length(auto),
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length(report) - length(matched)
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))
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if (!is.na(json_out)) {
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jsonlite::write_json(
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report,
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json_out,
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auto_unbox = TRUE,
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pretty = TRUE,
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null = "null"
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)
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cat(sprintf("Wrote machine-readable report to %s\n", json_out))
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}
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