backoff with helper

This commit is contained in:
nicktrn
2024-06-05 08:33:31 +01:00
parent 141ca4dd0b
commit 4541f2e004
2 changed files with 350 additions and 69 deletions
+241
View File
@@ -0,0 +1,241 @@
type ExponentialBackoffType = "NoJitter" | "FullJitter" | "EqualJitter";
type ExponentialBackoffOptions = {
base: number;
factor: number;
min: number;
max: number;
maxRetries: number;
maxElapsed: number;
};
export class StopRetrying extends Error {
constructor(message?: string) {
super(message);
this.name = "StopRetrying";
}
}
export class ExponentialBackoff {
#retries: number = 0;
#type: ExponentialBackoffType;
#base: number;
#factor: number;
#min: number;
#max: number;
#maxRetries: number;
#maxElapsed: number;
constructor(type?: ExponentialBackoffType, opts: Partial<ExponentialBackoffOptions> = {}) {
this.#type = type ?? "NoJitter";
this.#base = opts.base ?? 2;
this.#factor = opts.factor ?? 1;
this.#min = opts.min ?? -Infinity;
this.#max = opts.max ?? Infinity;
this.#maxRetries = opts.maxRetries ?? Infinity;
this.#maxElapsed = opts.maxElapsed ?? Infinity;
}
#clone() {
return new ExponentialBackoff(this.#type, {
base: this.#base,
factor: this.#factor,
min: this.#min,
max: this.#max,
maxRetries: this.#maxRetries,
maxElapsed: this.#maxElapsed,
});
}
type(type?: ExponentialBackoffType) {
if (typeof type !== "undefined") {
this.#type = type;
}
return this.#clone();
}
base(base?: number) {
if (typeof base !== "undefined") {
this.#base = base;
}
return this.#clone();
}
factor(factor?: number) {
if (typeof factor !== "undefined") {
this.#factor = factor;
}
return this.#clone();
}
min(min?: number) {
if (typeof min !== "undefined") {
this.#min = min;
}
return this.#clone();
}
max(max?: number) {
if (typeof max !== "undefined") {
this.#max = max;
}
return this.#clone();
}
maxRetries(maxRetries?: number) {
if (typeof maxRetries !== "undefined") {
this.#maxRetries = maxRetries;
}
return this.#clone();
}
maxElapsed(maxElapsed?: number) {
if (typeof maxElapsed !== "undefined") {
this.#maxElapsed = maxElapsed;
}
return this.#clone();
}
retries(retries?: number) {
if (typeof retries !== "undefined") {
if (retries > this.#maxRetries) {
console.error(
`Can't set retries ${retries} higher than maxRetries (${
this.#maxRetries
}), setting to maxRetries instead.`
);
this.#retries = this.#maxRetries;
} else {
this.#retries = retries;
}
}
return this.#clone();
}
async *retryAsync(maxRetries: number = this.#maxRetries ?? Infinity) {
let elapsed = 0;
let retry = 0;
while (retry <= maxRetries) {
const delay = this.delay(retry);
elapsed += delay;
if (elapsed > this.#maxElapsed) {
break;
}
yield {
delay: {
seconds: delay,
milliseconds: delay * 1000,
},
retry,
};
retry++;
}
}
async *[Symbol.asyncIterator]() {
yield* this.retryAsync();
}
delay(retries: number = this.#retries, jitter: boolean = true) {
if (retries > this.#maxRetries) {
console.error(
`Can't set retries ${retries} higher than maxRetries (${
this.#maxRetries
}), setting to maxRetries instead.`
);
retries = this.#maxRetries;
}
let delay = this.#factor * this.#base ** retries;
switch (this.#type) {
case "NoJitter": {
break;
}
case "FullJitter": {
if (!jitter) {
delay = 0;
break;
}
delay *= Math.random();
break;
}
case "EqualJitter": {
if (!jitter) {
delay *= 0.5;
break;
}
delay *= 0.5 * (1 + Math.random());
break;
}
default: {
throw new Error(`Unknown backoff type: ${this.#type}`);
}
}
delay = Math.min(delay, this.#max);
delay = Math.max(delay, this.#min);
delay = Math.round(delay);
return delay;
}
elapsed(retries: number = this.#retries, jitter: boolean = true) {
let elapsed = 0;
for (let i = 0; i <= retries; i++) {
elapsed += this.delay(i, jitter);
}
const total = elapsed;
let days = 0;
if (elapsed > 3600 * 24) {
days = Math.floor(elapsed / 3600 / 24);
elapsed -= days * 3600 * 24;
}
let hours = 0;
if (elapsed > 3600) {
hours = Math.floor(elapsed / 3600);
elapsed -= hours * 3600;
}
let minutes = 0;
if (elapsed > 60) {
minutes = Math.floor(elapsed / 60);
elapsed -= minutes * 60;
}
const seconds = elapsed;
return {
seconds,
minutes,
hours,
days,
total,
};
}
reset() {
this.#retries = 0;
return this;
}
next() {
this.#retries++;
return this.delay();
}
}
+109 -69
View File
@@ -13,6 +13,7 @@ import {
import { ZodNamespace } from "@trigger.dev/core/v3/zodNamespace";
import { ZodSocketConnection } from "@trigger.dev/core/v3/zodSocket";
import { HttpReply, getTextBody, SimpleLogger } from "@trigger.dev/core-apps";
import { ExponentialBackoff, StopRetrying } from "./backoff";
import { collectDefaultMetrics, register, Gauge } from "prom-client";
collectDefaultMetrics();
@@ -33,6 +34,13 @@ const SIMULATE_PUSH_FAILURE_SECONDS = parseInt(
process.env.SIMULATE_PUSH_FAILURE_SECONDS ?? "300",
10
);
const SIMULATE_CHECKPOINT_FAILURE = ["1", "true"].includes(
process.env.SIMULATE_CHECKPOINT_FAILURE ?? "false"
);
const SIMULATE_CHECKPOINT_FAILURE_SECONDS = parseInt(
process.env.SIMULATE_CHECKPOINT_FAILURE_SECONDS ?? "300",
10
);
const REGISTRY_HOST = process.env.REGISTRY_HOST || "localhost:5000";
const CHECKPOINT_PATH = process.env.CHECKPOINT_PATH || "/checkpoints";
@@ -258,84 +266,100 @@ class Checkpointer {
return true;
}
async #checkpointAndPushWithBackoff(
{
runId,
leaveRunning = true, // This mirrors kubernetes behaviour more accurately
projectRef,
deploymentVersion,
}: CheckpointAndPushOptions,
retryCount = 0
): Promise<CheckpointAndPushResult> {
const MAX_RETRIES = 10;
logger.log("Checkpointing with backoff", { runId, retryCount });
const result = await this.#checkpointAndPush({
async #checkpointAndPushWithBackoff({
runId,
leaveRunning = true, // This mirrors kubernetes behaviour more accurately
projectRef,
deploymentVersion,
}: CheckpointAndPushOptions): Promise<CheckpointAndPushResult> {
this.#logger.log("Checkpointing with backoff", {
runId,
leaveRunning,
projectRef,
deploymentVersion,
});
if (result.success) {
return result;
const backoff = new ExponentialBackoff()
.type("EqualJitter")
.base(3)
.max(3 * 3600)
.maxElapsed(48 * 3600);
for await (const { delay, retry } of backoff) {
try {
if (retry > 0) {
this.#logger.error("Retrying checkpoint", {
runId,
retry,
delay,
});
this.#waitingForRetry.add(runId);
await new Promise((resolve) => setTimeout(resolve, delay.milliseconds));
if (!this.#waitingForRetry.has(runId)) {
this.#logger.log("Checkpoint canceled while waiting for retry", { runId });
return { success: false, reason: "CANCELED" };
} else {
this.#waitingForRetry.delete(runId);
}
}
const result = await this.#checkpointAndPush({
runId,
leaveRunning,
projectRef,
deploymentVersion,
});
if (result.success) {
return result;
}
if (result.reason === "CANCELED") {
this.#logger.log("Checkpoint canceled, won't retry", { runId });
// Don't fail the checkpoint, as it was canceled
return result;
}
if (result.reason === "IN_PROGRESS") {
this.#logger.log("Checkpoint already in progress, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
if (result.reason === "NO_SUPPORT") {
this.#logger.log("No checkpoint support, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
if (result.reason === "DISABLED") {
this.#logger.log("Checkpoint support disabled, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
continue;
} catch (error) {
this.#logger.error("Checkpoint error", {
retry,
runId,
delay,
error: error instanceof Error ? error.message : error,
});
}
}
if (result.reason === "CANCELED") {
logger.log("Checkpoint canceled, won't retry", { runId });
// Don't fail the checkpoint, as it was canceled
return result;
}
this.#logger.error(`Checkpoint failed after exponential backoff`, {
runId,
leaveRunning,
projectRef,
deploymentVersion,
});
this.#failCheckpoint(runId, "ERROR");
if (result.reason === "IN_PROGRESS") {
logger.log("Checkpoint already in progress, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
if (result.reason === "NO_SUPPORT") {
logger.log("No checkpoint support, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
if (result.reason === "DISABLED") {
logger.log("Checkpoint support disabled, won't retry", { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
if (retryCount >= MAX_RETRIES) {
logger.error(`Checkpoint failed after ${MAX_RETRIES} retries`, { runId });
this.#failCheckpoint(runId, result.reason);
return result;
}
const retry = retryCount + 1;
const delay = exponentialBackoffMs(retry);
logger.log("Retrying checkpoint", { runId, retry, delay });
this.#waitingForRetry.add(runId);
await new Promise((resolve) => setTimeout(resolve, delay));
if (!this.#waitingForRetry.has(runId)) {
logger.log("Checkpoint canceled while waiting for retry", { runId });
return { success: false, reason: "CANCELED" };
} else {
this.#waitingForRetry.delete(runId);
}
return this.#checkpointAndPushWithBackoff(
{
runId,
leaveRunning,
projectRef,
deploymentVersion,
},
retry
);
return { success: false, reason: "ERROR" };
}
async #checkpointAndPush({
@@ -424,6 +448,13 @@ class Checkpointer {
this.#logger.log("Simulating checkpoint");
this.#logger.debug(await $$`docker pause ${containterName}`);
} else {
if (SIMULATE_CHECKPOINT_FAILURE) {
if (performance.now() < SIMULATE_CHECKPOINT_FAILURE_SECONDS * 1000) {
this.#logger.error("Simulating checkpoint failure", { options });
throw new Error("SIMULATE_CHECKPOINT_FAILURE");
}
}
if (leaveRunning) {
this.#logger.debug(
await $$`docker checkpoint create --leave-running ${containterName} ${exportLocation}`
@@ -471,6 +502,13 @@ class Checkpointer {
const start = performance.now();
if (SIMULATE_CHECKPOINT_FAILURE) {
if (performance.now() < SIMULATE_CHECKPOINT_FAILURE_SECONDS * 1000) {
this.#logger.error("Simulating checkpoint failure", { options });
throw new Error("SIMULATE_CHECKPOINT_FAILURE");
}
}
// Create checkpoint
this.#logger.debug(await $$`crictl checkpoint --export=${exportLocation} ${containerId}`);
const postCheckpoint = performance.now();
@@ -699,6 +737,8 @@ class TaskCoordinator {
return;
}
this.#checkpointer.cancelCheckpoint(message.runId);
if (message.delayInMs) {
taskSocket.emit("REQUEST_EXIT", {
version: "v2",