#!/usr/bin/env python3 # range2test: turn /api/v1/query_range JSON into a promtool test skeleton so you can # replay an incident against a rules branch. Written during INC-3920, works on the API's # JSON (not Grafana CSV). Gaps become `_`. Prometheus would have written stale markers # for a target that went away, so absent()-style onsets come out a few minutes late # here; add `stale` by hand if that matters. Step must be a multiple of 1m. # # bin/range2test incidents/INC-1234/query-range/*.json > /tmp/replay.test.yml # promtool test rules /tmp/replay.test.yml (after pointing rule_files at your rules) # # Several files are merged into one test; the earliest timestamp across them is minute 0. # Timestamps are printed as a comment so you can line eval_time up with the timeline. import json import sys import time def fmt(v): f = float(v) return str(int(f)) if f == int(f) else repr(f) def main(paths): if not paths: print(__doc__ or "usage: range2test ...", file=sys.stderr) return 2 series, t0, step = [], None, None for p in paths: with open(p) as fh: doc = json.load(fh) for r in doc["data"]["result"]: ts = [int(float(x[0])) for x in r["values"]] t0 = min(ts) if t0 is None else min(t0, ts[0]) if len(ts) > 1: d = min(b - a for a, b in zip(ts, ts[1:])) step = d if step is None else min(step, d) series.append(r) step = step or 60 if step % 60: print(f"step {step}s is not a multiple of 1m", file=sys.stderr) return 1 out = ["# generated by bin/range2test from " + ", ".join(paths), f"# minute 0 = {time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime(t0))}", "rule_files:", " - ../rules/*.yml", "evaluation_interval: 1m", "tests:", f" - interval: {step // 60}m", " input_series:"] for r in series: m = dict(r["metric"]) name = m.pop("__name__", "") sel = name + "{" + ",".join(f'{k}="{v}"' for k, v in sorted(m.items())) + "}" byt = {int(float(t)): v for t, v in r["values"]} last = max(byt) vals = [] t = t0 while t <= last: vals.append(fmt(byt[t]) if t in byt else "_") t += step out.append(f" - series: '{sel}'") out.append(f" values: '{' '.join(vals)}'") out += [" alert_rule_test: []", " promql_expr_test: []"] print("\n".join(out)) return 0 if __name__ == "__main__": sys.exit(main(sys.argv[1:]))