feat: add Prometheus metrics parser for llama-swap GPU series

This commit is contained in:
2026-08-14 10:39:26 -06:00
parent 953be547f0
commit 52b56dcd58
3 changed files with 127 additions and 0 deletions
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export interface PromSample {
metric: string;
labels: Record<string, string>;
value: number;
}
const LINE_RE = /^([A-Za-z_:][A-Za-z0-9_:]*)(?:\{([^}]*)\})?\s+(-?(?:\d+\.?\d*|\.\d+)(?:[eE][+-]?\d+)?)$/;
export function parsePrometheus(text: string): PromSample[] {
const samples: PromSample[] = [];
for (const rawLine of text.split("\n")) {
const line = rawLine.trim();
if (!line || line.startsWith("#")) continue;
const m = LINE_RE.exec(line);
if (!m) continue;
const labels: Record<string, string> = {};
if (m[2]) {
for (const pair of m[2].split(",")) {
const eq = pair.indexOf("=");
if (eq === -1) continue;
const value = pair.slice(eq + 1).trim();
labels[pair.slice(0, eq).trim()] = value.replace(/^"(.*)"$/, "$1");
}
}
samples.push({ metric: m[1], labels, value: parseFloat(m[3]) });
}
return samples;
}
export type GpuMetricKind = "util_percent" | "memory_util_percent" | "temperature" | "power" | "fan";
export const GPU_SERIES: Record<string, GpuMetricKind> = {
llamaswap_gpu_util_percent: "util_percent",
llamaswap_gpu_memory_util_percent: "memory_util_percent",
llamaswap_gpu_temperature_celsius: "temperature",
llamaswap_gpu_power_draw_watts: "power",
llamaswap_gpu_fan_speed_percent: "fan",
};
export interface GpuSample {
id: string;
name: string;
kind: GpuMetricKind;
value: number;
}
export function parseGpuMetrics(text: string): GpuSample[] {
const out: GpuSample[] = [];
for (const s of parsePrometheus(text)) {
const kind = GPU_SERIES[s.metric];
if (!kind) continue;
const id = s.labels["id"];
if (id === undefined) continue;
out.push({ id, name: s.labels["name"] ?? "", kind, value: s.value });
}
return out;
}
export function gpuInfos(samples: GpuSample[]): { id: string; name: string }[] {
const byId = new Map<string, string>();
for (const s of samples) {
if (!byId.has(s.id)) byId.set(s.id, s.name);
}
return [...byId.entries()]
.sort((a, b) => parseInt(a[0], 10) - parseInt(b[0], 10))
.map(([id, name]) => ({ id, name }));
}
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# HELP llamaswap_gpu_util_percent GPU utilization percent (0-100)
# TYPE llamaswap_gpu_util_percent gauge
llamaswap_gpu_util_percent{id="0",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-b77149e6-c22d-599e-9728-c7d4cfee0eb4"} 100
llamaswap_gpu_util_percent{id="1",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-a46fadfa-48d9-c9c4-8fde-9bd641142bb7"} 100
llamaswap_gpu_util_percent{id="2",name="NVIDIA GeForce RTX 5090",uuid="GPU-9a59ac37-12fb-5bc4-4767-4f4347898c0a"} 100
# HELP llamaswap_gpu_memory_util_percent GPU memory utilization percent (0-100)
# TYPE llamaswap_gpu_memory_util_percent gauge
llamaswap_gpu_memory_util_percent{id="0",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-b77149e6-c22d-599e-9728-c7d4cfee0eb4"} 98.41347676402383
llamaswap_gpu_memory_util_percent{id="1",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-a46fadfa-48d9-c9c4-8fde-9bd641142bb7"} 98.41245517790922
llamaswap_gpu_memory_util_percent{id="2",name="NVIDIA GeForce RTX 5090",uuid="GPU-9a59ac37-12fb-5bc4-4767-4f4347898c0a"} 97.02211181648113
# HELP llamaswap_gpu_temperature_celsius GPU temperature in Celsius
# TYPE llamaswap_gpu_temperature_celsius gauge
llamaswap_gpu_temperature_celsius{id="0",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-b77149e6-c22d-599e-9728-c7d4cfee0eb4"} 51
llamaswap_gpu_temperature_celsius{id="1",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-a46fadfa-48d9-c9c4-8fde-9bd641142bb7"} 55
llamaswap_gpu_temperature_celsius{id="2",name="NVIDIA GeForce RTX 5090",uuid="GPU-9a59ac37-12fb-5bc4-4767-4f4347898c0a"} 64
# HELP llamaswap_gpu_power_draw_watts GPU power draw in watts
# TYPE llamaswap_gpu_power_draw_watts gauge
llamaswap_gpu_power_draw_watts{id="0",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-b77149e6-c22d-599e-9728-c7d4cfee0eb4"} 316.56
llamaswap_gpu_power_draw_watts{id="1",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-a46fadfa-48d9-c9c4-8fde-9bd641142bb7"} 336.17
llamaswap_gpu_power_draw_watts{id="2",name="NVIDIA GeForce RTX 5090",uuid="GPU-9a59ac37-12fb-5bc4-4767-4f4347898c0a"} 377.28
# HELP llamaswap_gpu_fan_speed_percent GPU fan speed percent (0-100)
# TYPE llamaswap_gpu_fan_speed_percent gauge
llamaswap_gpu_fan_speed_percent{id="0",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-b77149e6-c22d-599e-9728-c7d4cfee0eb4"} 51
llamaswap_gpu_fan_speed_percent{id="1",name="NVIDIA RTX PRO 6000 Blackwell Workstation Edition",uuid="GPU-a46fadfa-48d9-c9c4-8fde-9bd641142bb7"} 62
llamaswap_gpu_fan_speed_percent{id="2",name="NVIDIA GeForce RTX 5090",uuid="GPU-9a59ac37-12fb-5bc4-4767-4f4347898c0a"} 89
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import assert from "node:assert/strict";
import { readFileSync } from "node:fs";
import { test } from "node:test";
import { gpuInfos, parseGpuMetrics, parsePrometheus } from "../src/lib/metrics-parser";
const FIXTURE = readFileSync(new URL("./fixtures/metrics.txt", import.meta.url), "utf8");
test("parsePrometheus parses a gauge with labels", () => {
const samples = parsePrometheus(`# TYPE llamaswap_gpu_util_percent gauge\nllamaswap_gpu_util_percent{id="0",name="RTX 5090"} 42.5\n`);
assert.equal(samples.length, 1);
assert.equal(samples[0].metric, "llamaswap_gpu_util_percent");
assert.deepEqual(samples[0].labels, { id: "0", name: "RTX 5090" });
assert.equal(samples[0].value, 42.5);
});
test("parsePrometheus ignores comments and blank lines", () => {
const samples = parsePrometheus("# HELP x y\n# TYPE x gauge\n\n");
assert.equal(samples.length, 0);
});
test("parseGpuMetrics extracts all five kinds for three GPUs from the fixture", () => {
const samples = parseGpuMetrics(FIXTURE);
assert.equal(samples.length, 15);
const kinds = new Set(samples.map((s) => s.kind));
assert.deepEqual([...kinds].sort(), ["fan", "memory_util_percent", "power", "temperature", "util_percent"]);
const power0 = samples.find((s) => s.kind === "power" && s.id === "0");
assert.ok(power0);
assert.equal(power0.value, 316.56);
});
test("gpuInfos dedupes, preserves names, sorts numerically by id", () => {
const infos = gpuInfos(parseGpuMetrics(FIXTURE));
assert.deepEqual(infos.map((i) => i.id), ["0", "1", "2"]);
assert.equal(infos[2].name, "NVIDIA GeForce RTX 5090");
});