svcforge: reference implementation
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Complete working build of the system learn-python/ teaches. 164 tests, mypy --strict clean, domain coverage 99%.
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#!/usr/bin/env python3
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"""Project month-end Redis command burn from the live counter. Exit 1 if it blows the budget.
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$ python3 scripts/redis_budget.py
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$ python3 scripts/redis_budget.py --url http://localhost:8000/metrics --budget 500000
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Upstash's free tier is 500,000 commands/month, which sounds enormous and is not:
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500,000 / month = 16,129 / day = 11 / minute = 0.19 / second, sustained
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0.19 commands per second is the entire engineering constraint. One worker polling Redis
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every five seconds spends 518,400/month — the whole budget, to learn nothing. That is why
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Redis is only ever on the request path here, and why this script exists: the rule is easy
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to state and invisible to violate. A `cache.get()` added inside the reconciler's
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per-instance loop is one line in review and 2,160,000 commands/month in production.
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**Why a projection and not an alarm on the counter.** Exhausting the budget is a slow,
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silent failure with a cliff at the end: nothing degrades, nothing pages, every call
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succeeds, and then the month rolls over and every Redis call starts erroring at once. By
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then the fix is a bill or an outage. A burn rate extrapolated from the counter is visible
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on day two, which is the only time it is cheap to fix.
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Stdlib only, on purpose — this is meant to run from CI, from a laptop, or from inside a
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pod that has nothing but python3, without an environment to activate first.
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"""
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from __future__ import annotations
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import argparse
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import sys
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import time
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import urllib.request
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from urllib.parse import urlparse
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# A 30-day month. Upstash bills on a calendar month; 30 days is the honest rounding and
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# errs slightly pessimistic on the long ones, which is the correct direction for a budget.
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_MONTH_S = 30 * 24 * 60 * 60
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_FREE_TIER_BUDGET = 500_000
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_COMMANDS_METRIC = "svcforge_redis_commands_total"
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_START_TIME_METRIC = "process_start_time_seconds"
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class BudgetError(RuntimeError):
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"""The metrics endpoint did not give us enough to project from."""
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def scrape(url: str, timeout_s: float = 5.0) -> str:
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"""GET the Prometheus text exposition. http/https only."""
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if urlparse(url).scheme not in ("http", "https"):
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raise BudgetError(f"refusing to fetch a non-http(s) url: {url}")
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# S310 is satisfied by the scheme check above: this cannot open file:// or ftp://.
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with urllib.request.urlopen(url, timeout=timeout_s) as resp: # noqa: S310
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body: str = resp.read().decode("utf-8")
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return body
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def _parse_sample(line: str) -> tuple[str, dict[str, str], float] | None:
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"""One exposition line -> (name, labels, value). None for comments and blanks.
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A deliberately small parser rather than prometheus_client's: importing the library
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would mean this script only runs where the app's venv is already active, which is
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exactly where you least need to check the budget.
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"""
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line = line.strip()
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if not line or line.startswith("#"):
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return None
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head, _, raw_value = line.rpartition(" ")
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if not head:
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return None
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try:
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value = float(raw_value)
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except ValueError:
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return None
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name, brace, rest = head.partition("{")
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labels: dict[str, str] = {}
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if brace:
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for pair in rest.rstrip("}").split(","):
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key, eq, val = pair.partition("=")
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if eq:
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labels[key.strip()] = val.strip().strip('"')
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return name.strip(), labels, value
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def collect(text: str) -> tuple[dict[str, float], float]:
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"""Extract per-op command totals and the process start time from a scrape."""
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per_op: dict[str, float] = {}
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started_at: float | None = None
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for line in text.splitlines():
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parsed = _parse_sample(line)
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if parsed is None:
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continue
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name, labels, value = parsed
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# prometheus_client exposes counters with a `_total` suffix already; tolerate both
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# spellings so this keeps working if the client library changes its mind.
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if name in (_COMMANDS_METRIC, _COMMANDS_METRIC.removesuffix("_total")):
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per_op[labels.get("op", "unknown")] = value
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elif name == _START_TIME_METRIC:
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started_at = value
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if not per_op:
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raise BudgetError(
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f"{_COMMANDS_METRIC} is not exposed. Either the API never imported "
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f"svcforge_core.adapters.redis, or you are scraping the wrong process."
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)
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if started_at is None:
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raise BudgetError(
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f"{_START_TIME_METRIC} is missing, so there is no window to project over. "
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f"It comes from prometheus_client's default collector."
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)
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return per_op, started_at
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def report(per_op: dict[str, float], started_at: float, budget: int, now: float) -> int:
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"""Print the projection. Returns the process exit code."""
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elapsed_s = max(1.0, now - started_at)
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total = sum(per_op.values())
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rate = total / elapsed_s
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projected = rate * _MONTH_S
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print(f"window {elapsed_s / 3600:.2f} h since process start")
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print(f"commands {total:,.0f}")
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for op, value in sorted(per_op.items(), key=lambda kv: -kv[1]):
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share = (value / total * 100) if total else 0.0
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print(f" {op:<14}{value:>12,.0f} ({share:.1f}%)")
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print(f"rate {rate:.4f} /s (budget allows {budget / _MONTH_S:.4f} /s sustained)")
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print(f"projected {projected:,.0f} / month")
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print(f"budget {budget:,} / month")
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if total < 100:
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# Extrapolating a month from a handful of commands is astrology. Say so rather than
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# printing a confident number derived from six samples.
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print("verdict INCONCLUSIVE — fewer than 100 commands; let it run longer")
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return 0
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if projected >= budget:
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headroom = projected / budget
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print(f"verdict OVER BUDGET — {headroom:.1f}x. Find the Redis call in a loop.")
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return 1
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share = projected / budget * 100
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print(f"verdict OK — {share:.1f}% of budget, {budget / projected:.1f}x headroom")
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return 0
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def main(argv: list[str] | None = None) -> int:
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parser = argparse.ArgumentParser(
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description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter
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)
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parser.add_argument("--url", default="http://localhost:8000/metrics", help="Prometheus endpoint")
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parser.add_argument("--budget", type=int, default=_FREE_TIER_BUDGET, help="commands per month")
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args = parser.parse_args(argv)
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try:
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per_op, started_at = collect(scrape(args.url))
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except BudgetError as exc:
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print(f"error: {exc}", file=sys.stderr)
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return 2
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except OSError as exc:
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print(f"error: cannot scrape {args.url}: {exc}", file=sys.stderr)
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return 2
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return report(per_op, started_at, args.budget, time.time())
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if __name__ == "__main__":
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raise SystemExit(main())
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