build-cran-binaries/local/failing-builds-report.R
pat-s d9fb88f530
feat(local): add read-only failure-triage classifier over single_builds
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
2026-07-14 14:05:53 +00:00

290 lines
8.9 KiB
R

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