Merge branch 'exponential-backoff' into sse-and-backoff
This commit is contained in:
@@ -40,3 +40,43 @@ export class ExponentialBackoffStoppedRetriesError extends Error {
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this.name = 'ExponentialBackoffStoppedRetriesError';
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}
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}
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/**
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* Error thrown when an exponential backoff option is too small
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*/
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export class ExponentialBackoffNumberTooSmallError extends Error {
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constructor(option: string, value: number, min: number) {
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super(`Exponential backoff option "${option}" is too small. Must be at least ${min}. Received value: ${value}`);
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this.name = 'ExponentialBackoffNumberTooSmallError';
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}
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}
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/**
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* Error thrown when an exponential backoff option is out of bounds
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*/
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export class ExponentialBackoffNumberOutOfBoundsError extends Error {
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constructor(option: string, value: number, min: number, max: number) {
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super(`Exponential backoff option "${option}" is out of bounds. Must be between ${min} and ${max}. Received value: ${value}`);
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this.name = 'ExponentialBackoffNumberOutOfBoundsError';
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}
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}
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/**
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* Error thrown when an exponential backoff option is an invalid infinite integer
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*/
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export class ExponentialBackoffNumberNotFiniteError extends Error {
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constructor(option: string, value: number) {
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super(`Exponential backoff option "${option}" is invalid. Must be a finite number. Received value: ${value}`);
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this.name = 'ExponentialBackoffNumberNotFiniteError';
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}
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}
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/**
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* Error thrown when an exponential backoff option is not an integer
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*/
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export class ExponentialBackoffNonIntegerError extends Error {
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constructor(option: string, value: number) {
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super(`Exponential backoff option "${option}" is invalid. Must be an integer. Received value: ${value}`);
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this.name = 'ExponentialBackoffNonIntegerError';
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}
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}
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+256
-230
@@ -1,233 +1,12 @@
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import { ExponentialBackoffStoppedRetriesError, ExponentialBackoffMaxRetriesHitError } from './errors.ts';
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/**
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* Exponential backoff is a technique used to retry a function after a delay.
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*
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* The delay increases exponentially with each attempt, up to a maximum delay.
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*
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* The jitter is a random amount of time subtracted from the delay to prevent thundering herd problems.
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*
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* The growth rate is the factor by which the delay increases with each attempt.
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*/
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export class ExponentialBackoff {
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readonly #options: ExponentialBackoffOptions;
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/**
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* Creates a new exponential-backoff instance.
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*
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* Unspecified options use the defaults listed below.
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*
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* @param options - Exponential-backoff configuration overrides.
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* @param options.maxDelay - Maximum delay between retries. Default: `10_000` ms.
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* @param options.maxAttempts - Maximum number of attempts; `0` retries indefinitely. Default: `10`.
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* @param options.baseDelay - Delay used as the basis for the first retry. Default: `1_000` ms.
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* @param options.growthRate - Multiplier applied to the delay after each attempt. Default: `2`.
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* @param options.jitter - Maximum proportional reduction subtracted from each delay (0–1). Default: `0.1`.
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*/
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constructor(options: Partial<ExponentialBackoffOptions> = {}) {
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this.#options = {
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maxDelay: 10_000,
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maxAttempts: 10,
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baseDelay: 1_000,
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growthRate: 2,
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jitter: 0.1,
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...options,
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};
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ExponentialBackoff.validateOptions(this.#options);
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}
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/**
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* Create a new ExponentialBackoff instance
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*
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* @param config - The configuration for the exponential backoff
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* @returns The ExponentialBackoff instance
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*/
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static from(config?: Partial<ExponentialBackoffOptions>): ExponentialBackoff {
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const backoff = new ExponentialBackoff(config);
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return backoff;
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}
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/**
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* Run the function with exponential backoff
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*
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* @param taskFn - The function to run
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* @param onError - The callback to call when an error occurs
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* @param options - The configuration for the exponential backoff
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*
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* @throws An {@link ExponentialBackoffMaxRetriesHitError} with all the errors that were thrown by the task function
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* @throws An {@link ExponentialBackoffStoppedRetriesError} if the abort signal is activated
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*
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* @returns The result of the function
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*/
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static run<T>(
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taskFn: (callbackParameters: ExponentialBackoffCallbackParameters) => Promise<T>,
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onError = (_error: Error): void => {},
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options?: Partial<ExponentialBackoffOptions>,
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): Promise<T> {
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const backoff = ExponentialBackoff.from(options);
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return backoff.run(taskFn, onError);
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}
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/**
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* Calculate the delay before we should attempt to retry
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*
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* @param options - The configuration for the exponential backoff
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* @param attempt - The current attempt number
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* @returns The time in milliseconds before another attempt should be made
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*/
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public static calculateDelay(options: ExponentialBackoffOptions, attempt: number): number {
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// Get the power of the growth rate
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const power = options.growthRate ** attempt;
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// Get the delay before jitter or limit
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const rawDelay = options.baseDelay * power;
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// Cap the delay to the maximum. Do this before the jitter so jitter does not become larger than delay
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const cappedDelay = Math.min(rawDelay, options.maxDelay);
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// Get a random number for the amount to "jitter" the delay by
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const jitterAmount = Math.random();
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// Calculate the jitter
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const jitter = jitterAmount * options.jitter * cappedDelay;
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// Subtract the jitter from the delay
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return cappedDelay - jitter;
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}
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/**
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* Validate the options for the exponential backoff
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*
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* @param options - The options to validate
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*
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* @throws An error if the options are invalid
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*/
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public static validateOptions(options: ExponentialBackoffOptions): void {
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// Validate the max delay is a finite number not less than 0
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if (!Number.isFinite(options.maxDelay)) {
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throw new Error('maxDelay must be a finite number');
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}
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if (options.maxDelay < 0) {
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throw new Error('maxDelay must be not less than 0');
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}
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// Validate the max attempts is a finite number not less than 0
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if (!Number.isFinite(options.maxAttempts)) {
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throw new Error('maxAttempts must be a finite number');
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}
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if (options.maxAttempts < 0) {
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throw new Error('maxAttempts must be not less than 0');
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}
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// Validate the base delay is a finite number not less than 0
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if (!Number.isFinite(options.baseDelay)) {
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throw new Error('baseDelay must be a finite number');
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}
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if (options.baseDelay < 0) {
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throw new Error('baseDelay must be not less than 0');
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}
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// Validate the growth rate is a finite number not less than 0
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if (!Number.isFinite(options.growthRate)) {
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throw new Error('growthRate must be a finite number');
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}
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if (options.growthRate < 0) {
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throw new Error('growthRate must be not less than 0');
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}
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// Validate the jitter is a finite number not less than 0 or greater than 1
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if (!Number.isFinite(options.jitter)) {
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throw new Error('jitter must be a finite number');
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}
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if (options.jitter < 0 || options.jitter > 1) {
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throw new Error('jitter must be not less than 0 or greater than 1');
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}
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}
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/**
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* Run the function with exponential backoff
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*
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* If the function fails but we have not hit the max attempts, the error will be passed to the onError callback
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* and the function will be retried with an exponential delay
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*
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* If the function fails and we have hit the max attempts, an ExponentialBackoffMaxRetriesHitError will be thrown with all the errors that were thrown by the task function
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*
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* @param taskFn - The function to run
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* @param onError - The callback to call when an error occurs
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*
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* @throws An {@link ExponentialBackoffMaxRetriesHitError} with all the errors that were thrown by the task function
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* @throws An {@link ExponentialBackoffStoppedRetriesError} if the abort signal is activated
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*
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* @returns The result of the function
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*/
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async run<T>(
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taskFn: (callbackParameters: ExponentialBackoffCallbackParameters) => Promise<T>,
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onError = (_error: Error): void => {},
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): Promise<T> {
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// Initialize an abort signal to allow the task function to be aborted
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const abortController = new AbortController();
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const stopRetries = abortController.abort.bind(abortController);
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// Initialize an empty array to store the errors
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const errors: Error[] = [];
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// Initialize the attempt counter
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let attempt = 0;
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// If the max attempts is 0, we should continue indefinitely.
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const unlimitedAttempts = this.#options.maxAttempts === 0;
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// Loop until we succeed, hit the max attempts, or the abort signal is activated
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while (true) {
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try {
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// Await the promise before returning so its execution context remains in the try-catch
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// If we didn't await, this `run` function would successfully return and any errors would not be caught here.
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return await taskFn({ stopRetries });
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} catch (error) {
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// Store the error in case we fail every attempt
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const errorInstance = error instanceof Error ? error : new Error(`${error}`);
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onError(errorInstance);
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// If we have unlimited attempts, don't append this to the errors array to prevent a memory leak.
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if (!unlimitedAttempts) {
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errors.push(errorInstance);
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}
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}
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// Calculate the count for next attempt. Do this now so we can exit before waiting and before running the next attempt.
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const nextAttemptCount = attempt + 1;
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const nextAttemptExceedsMaxAttempts = nextAttemptCount >= this.#options.maxAttempts;
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// If the next attempt exceeds the max attempts, break out of the loop
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if (!unlimitedAttempts && nextAttemptExceedsMaxAttempts) {
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break;
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}
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// Check if the abort signal has been aborted
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if (abortController.signal.aborted) {
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// Throw an error if the abort signal has been aborted
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throw new ExponentialBackoffStoppedRetriesError(abortController.signal.reason);
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}
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// Wait before going to the next attempt
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const delay = ExponentialBackoff.calculateDelay(this.#options, attempt);
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await new Promise((resolve) => setTimeout(resolve, delay));
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attempt++;
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}
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// We completed the loop without ever succeeding. Throw an ExponentialBackoffMaxRetriesHitError with all the errors we got
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throw new ExponentialBackoffMaxRetriesHitError(errors);
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}
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}
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import {
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ExponentialBackoffStoppedRetriesError,
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ExponentialBackoffMaxRetriesHitError,
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ExponentialBackoffNonIntegerError,
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ExponentialBackoffNumberTooSmallError,
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ExponentialBackoffNumberOutOfBoundsError,
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ExponentialBackoffNumberNotFiniteError,
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} from './errors.ts';
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import { isWithinBounds } from './misc.ts';
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export type ExponentialBackoffOptions = {
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@@ -273,3 +52,250 @@ export type ExponentialBackoffStopRetriesFunction = (reason: unknown) => void;
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export type ExponentialBackoffCallbackParameters = {
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stopRetries: ExponentialBackoffStopRetriesFunction;
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};
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/**
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* Exponential backoff is a technique used to retry a function after a delay.
|
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*
|
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* The delay increases exponentially with each attempt, up to a maximum delay.
|
||||
*
|
||||
* The jitter is a random amount of time subtracted from the delay to prevent thundering herd problems.
|
||||
*
|
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* The growth rate is the factor by which the delay increases with each attempt.
|
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*/
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export class ExponentialBackoff {
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readonly #options: ExponentialBackoffOptions;
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/**
|
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* Creates a new exponential-backoff instance.
|
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*
|
||||
* Unspecified options use the defaults listed below.
|
||||
*
|
||||
* @param options - Exponential-backoff configuration overrides.
|
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* @param options.maxDelay - Maximum delay between retries. Default: `10_000` ms.
|
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* @param options.maxAttempts - Maximum number of attempts; `0` retries indefinitely. Default: `10`.
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* @param options.baseDelay - Delay used as the basis for the first retry. Default: `1_000` ms.
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* @param options.growthRate - Multiplier applied to the delay after each attempt. Default: `2`.
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* @param options.jitter - Maximum proportional reduction subtracted from each delay (0–1). Default: `0.1`.
|
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*
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* @throws An {@link ExponentialBackoffNumberNotFiniteError} if a provided option is not a finite number
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* @throws An {@link ExponentialBackoffNumberOutOfBoundsError} if a provided option is out of bounds
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* @throws An {@link ExponentialBackoffNumberTooSmallError} if a provided option is too small
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* @throws An {@link ExponentialBackoffNonIntegerError} if a provided option is not an integer
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*/
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constructor(options: Partial<ExponentialBackoffOptions> = {}) {
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this.#options = {
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maxDelay: 10_000,
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maxAttempts: 10,
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baseDelay: 1_000,
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growthRate: 2,
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jitter: 0.1,
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...options,
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};
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ExponentialBackoff.validateOptions(this.#options);
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}
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||||
|
||||
/**
|
||||
* Create a new ExponentialBackoff instance
|
||||
*
|
||||
* @param config - The configuration for the exponential backoff
|
||||
*
|
||||
* @throws An {@link ExponentialBackoffNumberNotFiniteError} if a provided option is not a finite number
|
||||
* @throws An {@link ExponentialBackoffNumberOutOfBoundsError} if a provided option is out of bounds
|
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* @throws An {@link ExponentialBackoffNumberTooSmallError} if a provided option is too small
|
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* @throws An {@link ExponentialBackoffNonIntegerError} if a provided option is not an integer
|
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*
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* @returns The ExponentialBackoff instance
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*/
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public static from(config?: Partial<ExponentialBackoffOptions>): ExponentialBackoff {
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const backoff = new ExponentialBackoff(config);
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return backoff;
|
||||
}
|
||||
|
||||
/**
|
||||
* Run the function with exponential backoff
|
||||
*
|
||||
* @param taskFn - The function to run
|
||||
* @param onError - The callback to call when an error occurs
|
||||
* @param options - The configuration for the exponential backoff
|
||||
*
|
||||
* @throws An {@link ExponentialBackoffMaxRetriesHitError} with all the errors that were thrown by the task function
|
||||
* @throws An {@link ExponentialBackoffStoppedRetriesError} if the abort signal is activated
|
||||
*
|
||||
* @returns The result of the function
|
||||
*/
|
||||
public static run<T>(
|
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taskFn: (callbackParameters: ExponentialBackoffCallbackParameters) => Promise<T>,
|
||||
onError = (_error: Error): void => {},
|
||||
options?: Partial<ExponentialBackoffOptions>,
|
||||
): Promise<T> {
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const backoff = ExponentialBackoff.from(options);
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||||
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||||
return backoff.run(taskFn, onError);
|
||||
}
|
||||
|
||||
/**
|
||||
* Calculate the delay before we should attempt to retry
|
||||
*
|
||||
* @param options - The configuration for the exponential backoff
|
||||
* @param attempt - The current attempt number
|
||||
* @returns The time in milliseconds before another attempt should be made
|
||||
*/
|
||||
public static calculateDelay(options: ExponentialBackoffOptions, attempt: number): number {
|
||||
// Get the power of the growth rate
|
||||
const power = options.growthRate ** attempt;
|
||||
|
||||
// Get the delay before jitter or limit
|
||||
const rawDelay = options.baseDelay * power;
|
||||
|
||||
// Cap the delay to the maximum. Do this before the jitter so jitter does not become larger than delay
|
||||
const cappedDelay = Math.min(rawDelay, options.maxDelay);
|
||||
|
||||
// Get a random number for the amount to "jitter" the delay by
|
||||
const jitterAmount = Math.random();
|
||||
|
||||
// Calculate the jitter
|
||||
const jitter = jitterAmount * options.jitter * cappedDelay;
|
||||
|
||||
// Subtract the jitter from the delay
|
||||
return cappedDelay - jitter;
|
||||
}
|
||||
|
||||
/**
|
||||
* Validate the options for the exponential backoff
|
||||
*
|
||||
* @param options - The options to validate
|
||||
*
|
||||
* @throws {@link ExponentialBackoffNumberNotFiniteError} if a provided option is not a finite number
|
||||
* @throws {@link ExponentialBackoffNonIntegerError} if a provided option is not an integer
|
||||
* @throws {@link ExponentialBackoffNumberOutOfBoundsError} if a provided option is out of bounds
|
||||
* @throws {@link ExponentialBackoffNumberTooSmallError} if a provided option is too small
|
||||
*/
|
||||
public static validateOptions(options: ExponentialBackoffOptions): void {
|
||||
/** Validate the value is finite, throwing an {@link ExponentialBackoffInvalidInfiniteIntegerError} if the value is infinite */
|
||||
const assertIsFinite = (key: string, value: number): void => {
|
||||
if (!Number.isFinite(value)) {
|
||||
throw new ExponentialBackoffNumberNotFiniteError(key, value);
|
||||
}
|
||||
};
|
||||
|
||||
/** Validate the value is an integer, throwing a {@link ExponentialBackoffNonIntegerError} if it is not an integer */
|
||||
const assertIsInteger = (key: string, value: number): void => {
|
||||
if (!Number.isInteger(value)) {
|
||||
throw new ExponentialBackoffNonIntegerError(key, value);
|
||||
}
|
||||
};
|
||||
|
||||
/** Validate the value is greater than the minimum, throwing a {@link ExponentialBackoffNumberTooSmallError} if it is not */
|
||||
const assertIsHigherThan = (key: string, value: number, min: number): void => {
|
||||
if (value < min) {
|
||||
throw new ExponentialBackoffNumberTooSmallError(key, value, min);
|
||||
}
|
||||
};
|
||||
|
||||
/** Validate the value is within the bounds, throwing a {@link ExponentialBackoffNumberOutOfBoundsError} if it is not within the bounds */
|
||||
const assertIsWithinBounds = (key: string, value: number, min: number, max: number): void => {
|
||||
if (!isWithinBounds(value, min, max)) {
|
||||
throw new ExponentialBackoffNumberOutOfBoundsError(key, value, min, max);
|
||||
}
|
||||
};
|
||||
|
||||
// Validate the max delay
|
||||
assertIsFinite('maxDelay', options.maxDelay);
|
||||
assertIsHigherThan('maxDelay', options.maxDelay, 0);
|
||||
|
||||
// Validate the max attempts
|
||||
assertIsFinite('maxAttempts', options.maxAttempts);
|
||||
assertIsInteger('maxAttempts', options.maxAttempts);
|
||||
assertIsHigherThan('maxAttempts', options.maxAttempts, 0);
|
||||
|
||||
// Validate the base delay
|
||||
assertIsFinite('baseDelay', options.baseDelay);
|
||||
assertIsHigherThan('baseDelay', options.baseDelay, 0);
|
||||
|
||||
// Validate the growth rate
|
||||
assertIsFinite('growthRate', options.growthRate);
|
||||
assertIsHigherThan('growthRate', options.growthRate, 0);
|
||||
|
||||
// Validate the jitter
|
||||
assertIsFinite('jitter', options.jitter);
|
||||
assertIsWithinBounds('jitter', options.jitter, 0, 1);
|
||||
}
|
||||
|
||||
/**
|
||||
* Run the function with exponential backoff
|
||||
*
|
||||
* If the function fails but we have not hit the max attempts, the error will be passed to the onError callback
|
||||
* and the function will be retried with an exponential delay
|
||||
*
|
||||
* If the function fails and we have hit the max attempts, an ExponentialBackoffMaxRetriesHitError will be thrown with all the errors that were thrown by the task function
|
||||
*
|
||||
* @param taskFn - The function to run
|
||||
* @param onError - The callback to call when an error occurs
|
||||
*
|
||||
* @throws An {@link ExponentialBackoffMaxRetriesHitError} with all the errors that were thrown by the task function
|
||||
* @throws An {@link ExponentialBackoffStoppedRetriesError} if the abort signal is activated
|
||||
*
|
||||
* @returns The result of the function
|
||||
*/
|
||||
public async run<T>(
|
||||
taskFn: (callbackParameters: ExponentialBackoffCallbackParameters) => Promise<T>,
|
||||
onError = (_error: Error): void => {},
|
||||
): Promise<T> {
|
||||
// Initialize an abort signal to allow the task function to be aborted
|
||||
const abortController = new AbortController();
|
||||
const stopRetries = abortController.abort.bind(abortController);
|
||||
|
||||
// Initialize an empty array to store the errors
|
||||
const errors: Error[] = [];
|
||||
|
||||
// Initialize the attempt counter
|
||||
let attempt = 0;
|
||||
|
||||
// If the max attempts is 0, we should continue indefinitely.
|
||||
const unlimitedAttempts = this.#options.maxAttempts === 0;
|
||||
|
||||
// Loop until we succeed, hit the max attempts, or the abort signal is activated
|
||||
while (true) {
|
||||
try {
|
||||
// Await the promise before returning so its execution context remains in the try-catch
|
||||
// If we didn't await, this `run` function would successfully return and any errors would not be caught here.
|
||||
return await taskFn({ stopRetries });
|
||||
} catch (error) {
|
||||
// Store the error in case we fail every attempt
|
||||
const errorInstance = error instanceof Error ? error : new Error(`${error}`);
|
||||
onError(errorInstance);
|
||||
|
||||
// If we have unlimited attempts, don't append this to the errors array to prevent a memory leak.
|
||||
if (!unlimitedAttempts) {
|
||||
errors.push(errorInstance);
|
||||
}
|
||||
}
|
||||
|
||||
// Calculate the count for next attempt. Do this now so we can exit before waiting and before running the next attempt.
|
||||
const nextAttemptCount = attempt + 1;
|
||||
const nextAttemptExceedsMaxAttempts = nextAttemptCount >= this.#options.maxAttempts;
|
||||
|
||||
// If the next attempt exceeds the max attempts, break out of the loop
|
||||
if (!unlimitedAttempts && nextAttemptExceedsMaxAttempts) {
|
||||
break;
|
||||
}
|
||||
|
||||
// Check if the abort signal has been activated
|
||||
if (abortController.signal.aborted) {
|
||||
// Throw an error if the abort signal has been activated
|
||||
throw new ExponentialBackoffStoppedRetriesError(abortController.signal.reason);
|
||||
}
|
||||
|
||||
// Wait before going to the next attempt
|
||||
const delay = ExponentialBackoff.calculateDelay(this.#options, attempt);
|
||||
await new Promise((resolve) => setTimeout(resolve, delay));
|
||||
|
||||
attempt++;
|
||||
}
|
||||
|
||||
// We completed the loop without ever succeeding. Throw an ExponentialBackoffMaxRetriesHitError with all the errors we got
|
||||
throw new ExponentialBackoffMaxRetriesHitError(errors);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
export * from './errors.ts';
|
||||
export * from './event-emitter.ts';
|
||||
export * from './exponential-backoff.ts';
|
||||
export * from './extended-json.ts';
|
||||
|
||||
@@ -1,3 +1,20 @@
|
||||
/**
|
||||
* Validate the value is within the bounds, returning true if it is within the bounds, false otherwise
|
||||
*
|
||||
* @param value - The value to validate
|
||||
* @param min - The minimum value
|
||||
* @param max - The maximum value
|
||||
*
|
||||
* @returns True if the value is within the bounds, false otherwise
|
||||
*/
|
||||
export const isWithinBounds = (value: number, min: number, max: number): boolean => {
|
||||
if (value < min || value > max) {
|
||||
return false;
|
||||
}
|
||||
|
||||
return true;
|
||||
};
|
||||
|
||||
/**
|
||||
* Tries to execute an async function and handles any errors that occur.
|
||||
* @param fn - The function to execute.
|
||||
|
||||
Reference in New Issue
Block a user