File

src/gax.ts

Description

Parameters to the exponential backoff algorithm for retrying. in milliseconds, between the completion of the first failed request and the initiation of the first retrying request. increase the delay time between the completion of failed requests, and the initiation of the subsequent retrying request. milliseconds, between requests. When this value is reached, retryDelayMultiplier will no longer be used to increase delay time. to the request. increase the timeout parameter between failed requests. milliseconds, for a request. When this value is reached, rpcTimeoutMultiplier will no longer be used to increase the timeout. starting from when the initial request is sent, after which an error will be returned, regardless of the retrying attempts made meanwhile.

Index

Properties

Properties

initialRetryDelayMillis
initialRetryDelayMillis: number
Type : number
initialRpcTimeoutMillis
initialRpcTimeoutMillis: number | null
Type : number | null
Optional
maxRetries
maxRetries: number
Type : number
Optional
maxRetryDelayMillis
maxRetryDelayMillis: number
Type : number
maxRpcTimeoutMillis
maxRpcTimeoutMillis: number | null
Type : number | null
Optional
retryDelayMultiplier
retryDelayMultiplier: number
Type : number
rpcTimeoutMultiplier
rpcTimeoutMultiplier: number | null
Type : number | null
Optional
totalTimeoutMillis
totalTimeoutMillis: number | null
Type : number | null
Optional
import type {Message} from 'protobufjs';
import {warn} from './warnings';
import {BundleOptions} from './bundlingCalls/bundleExecutor';
import {toLowerCamelCase} from './util';

/**
 * Encapsulates the overridable settings for a particular API call.
 *
 * ``CallOptions`` is an optional arg for all GAX API calls.  It is used to
 * configure the settings of a specific API call.
 *
 * When provided, its values override the GAX service defaults for that
 * particular call.
 *
 * Typically the API clients will accept this as the second to the last
 * argument. See the examples below.
 * @typedef {Object} CallOptions
 * @property {number=} timeout - The client-side timeout for API calls.
 * @property {RetryOptions=} retry - determines whether and how to retry
 *   on transient errors. When set to null, the call will not retry.
 * @property {boolean=} autoPaginate - If set to false and the call is
 *   configured for paged iteration, page unrolling is not performed, instead
 *   the callback will be called with the response object.
 * @property {Object=} pageToken - If set and the call is configured for
 *   paged iteration, paged iteration is not performed and requested with this
 *   pageToken.
 * @property {number} maxResults - If set and the call is configured for
 *   paged iteration, the call will stop when the number of response elements
 *   reaches to the specified size. By default, it will unroll the page to
 *   the end of the list.
 * @property {boolean=} isBundling - If set to false and the call is configured
 *   for bundling, bundling is not performed.
 * @property {BackoffSettings=} longrunning - BackoffSettings used for polling.
 * @example
 * // suppress bundling for bundled method.
 * api.bundlingMethod(
 *     param, {optParam: aValue, isBundling: false}, function(err, response) {
 *   // handle response.
 * });
 * @example
 * // suppress streaming for page-streaming method.
 * api.pageStreamingMethod(
 *     param, {optParam: aValue, autoPaginate: false}, function(err, page) {
 *   // not returning a stream, but callback is called with the paged response.
 * });
 */

/**
 * Per-call configurable settings for retrying upon transient failure.
 * @typedef {Object} RetryOptions
 * @property {String[]} retryCodes
 * @property {BackoffSettings} backoffSettings
 */
export class RetryOptions {
  retryCodes: number[];
  backoffSettings: BackoffSettings;
  constructor(retryCodes: number[], backoffSettings: BackoffSettings) {
    this.retryCodes = retryCodes;
    this.backoffSettings = backoffSettings;
  }
}

export interface RetryRequestOptions {
  objectMode?: boolean;
  // eslint-disable-next-line @typescript-eslint/no-explicit-any
  request?: any;
  retries?: number;
  noResponseRetries?: number;
  currentRetryAttempt?: number;
  shouldRetryFn?: () => boolean;
}

/**
 * Parameters to the exponential backoff algorithm for retrying.
 * @typedef {Object} BackoffSettings
 * @property {number} initialRetryDelayMillis - the initial delay time,
 *   in milliseconds, between the completion of the first failed request and the
 *   initiation of the first retrying request.
 * @property {number} retryDelayMultiplier - the multiplier by which to
 *   increase the delay time between the completion of failed requests, and the
 *   initiation of the subsequent retrying request.
 * @property {number} maxRetryDelayMillis - the maximum delay time, in
 *   milliseconds, between requests. When this value is reached,
 *   ``retryDelayMultiplier`` will no longer be used to increase delay time.
 * @property {number} initialRpcTimeoutMillis - the initial timeout parameter
 *   to the request.
 * @propetry {number} rpcTimeoutMultiplier - the multiplier by which to
 *   increase the timeout parameter between failed requests.
 * @property {number} maxRpcTimeoutMillis - the maximum timeout parameter, in
 *   milliseconds, for a request. When this value is reached,
 *   ``rpcTimeoutMultiplier`` will no longer be used to increase the timeout.
 * @property {number} totalTimeoutMillis - the total time, in milliseconds,
 *   starting from when the initial request is sent, after which an error will
 *   be returned, regardless of the retrying attempts made meanwhile.
 */
export interface BackoffSettings {
  maxRetries?: number;
  initialRetryDelayMillis: number;
  retryDelayMultiplier: number;
  maxRetryDelayMillis: number;
  initialRpcTimeoutMillis?: number | null;
  maxRpcTimeoutMillis?: number | null;
  totalTimeoutMillis?: number | null;
  rpcTimeoutMultiplier?: number | null;
}

export interface CallOptions {
  timeout?: number;
  retry?: Partial<RetryOptions> | null;
  autoPaginate?: boolean;
  maxResults?: number;
  maxRetries?: number;
  // eslint-disable-next-line @typescript-eslint/no-explicit-any
  otherArgs?: {[index: string]: any};
  bundleOptions?: BundleOptions | null;
  isBundling?: boolean;
  longrunning?: BackoffSettings;
  apiName?: string;
  retryRequestOptions?: RetryRequestOptions;
}

export class CallSettings {
  timeout: number;
  retry?: RetryOptions | null;
  autoPaginate?: boolean;
  pageToken?: string;
  pageSize?: number;
  maxResults?: number;
  // eslint-disable-next-line @typescript-eslint/no-explicit-any
  otherArgs: {[index: string]: any};
  bundleOptions?: BundleOptions | null;
  isBundling: boolean;
  longrunning?: BackoffSettings;
  apiName?: string;
  retryRequestOptions?: RetryRequestOptions;

  /**
   * @param {Object} settings - An object containing parameters of this settings.
   * @param {number} settings.timeout - The client-side timeout for API calls.
   *   This parameter is ignored for retrying calls.
   * @param {RetryOptions} settings.retry - The configuration for retrying upon
   *   transient error. If set to null, this call will not retry.
   * @param {boolean} settings.autoPaginate - If there is no `pageDescriptor`,
   *   this attrbute has no meaning. Otherwise, determines whether a page
   * streamed response should make the page structure transparent to the user by
   *   flattening the repeated field in the returned generator.
   * @param {number} settings.pageToken - If there is no `pageDescriptor`,
   *   this attribute has no meaning. Otherwise, determines the page token used
   * in the page streaming request.
   * @param {Object} settings.otherArgs - Additional arguments to be passed to
   *   the API calls.
   *
   * @constructor
   */
  constructor(settings?: CallOptions) {
    settings = settings || {};
    this.timeout = settings.timeout || 30 * 1000;
    this.retry = settings.retry as RetryOptions;
    this.autoPaginate =
      'autoPaginate' in settings ? settings.autoPaginate : true;
    this.maxResults = settings.maxResults;
    this.otherArgs = settings.otherArgs || {};
    this.bundleOptions = settings.bundleOptions;
    this.isBundling = 'isBundling' in settings ? settings.isBundling! : true;
    this.longrunning =
      'longrunning' in settings ? settings.longrunning : undefined;
    this.apiName = settings.apiName ?? undefined;
    this.retryRequestOptions = settings.retryRequestOptions;
  }

  /**
   * Returns a new CallSettings merged from this and a CallOptions object.
   *
   * @param {CallOptions} options - an instance whose values override
   *   those in this object. If null, ``merge`` returns a copy of this
   *   object
   * @return {CallSettings} The merged CallSettings instance.
   */
  merge(options?: CallOptions | null) {
    if (!options) {
      return new CallSettings(this);
    }
    let timeout = this.timeout;
    let retry = this.retry;
    let autoPaginate = this.autoPaginate;
    let maxResults = this.maxResults;
    let otherArgs = this.otherArgs;
    let isBundling = this.isBundling;
    let longrunning = this.longrunning;
    let apiName = this.apiName;
    let retryRequestOptions = this.retryRequestOptions;
    // If a method-specific timeout is set in the service config, and the retry codes for that
    // method are non-null, then that timeout value will be used to
    // override backoff settings.
    if (
      retry !== undefined &&
      retry !== null &&
      retry.retryCodes !== null &&
      retry.retryCodes.length > 0
    ) {
      retry.backoffSettings.initialRpcTimeoutMillis = timeout;
      retry.backoffSettings.maxRpcTimeoutMillis = timeout;
      retry.backoffSettings.totalTimeoutMillis = timeout;
    }
    // If the user provides a timeout to the method, that timeout value will be used
    // to override the backoff settings.
    if ('timeout' in options) {
      timeout = options.timeout!;
      if (
        retry !== undefined &&
        retry !== null &&
        retry.retryCodes.length > 0
      ) {
        retry.backoffSettings.initialRpcTimeoutMillis = timeout;
        retry.backoffSettings.maxRpcTimeoutMillis = timeout;
        retry.backoffSettings.totalTimeoutMillis = timeout;
      }
    }
    if ('retry' in options) {
      retry = mergeRetryOptions(retry || ({} as RetryOptions), options.retry!);
    }

    if ('autoPaginate' in options && !options.autoPaginate) {
      autoPaginate = false;
    }

    if ('maxResults' in options) {
      maxResults = options.maxResults;
    }

    if ('otherArgs' in options) {
      otherArgs = {};
      for (const key in this.otherArgs) {
        otherArgs[key] = this.otherArgs[key];
      }
      for (const optionsKey in options.otherArgs!) {
        otherArgs[optionsKey] = options.otherArgs![optionsKey];
      }
    }

    if ('isBundling' in options) {
      isBundling = options.isBundling!;
    }

    if ('maxRetries' in options) {
      retry!.backoffSettings!.maxRetries = options.maxRetries;
      delete retry!.backoffSettings!.totalTimeoutMillis;
    }

    if ('longrunning' in options) {
      longrunning = options.longrunning;
    }
    if ('apiName' in options) {
      apiName = options.apiName;
    }
    if ('retryRequestOptions' in options) {
      retryRequestOptions = options.retryRequestOptions;
    }

    return new CallSettings({
      timeout,
      retry,
      bundleOptions: this.bundleOptions,
      longrunning,
      autoPaginate,
      maxResults,
      otherArgs,
      isBundling,
      apiName,
      retryRequestOptions,
    });
  }
}

/**
 * Per-call configurable settings for retrying upon transient failure.
 *
 * @param {number[]} retryCodes - a list of Google API canonical error codes
 *   upon which a retry should be attempted.
 * @param {BackoffSettings} backoffSettings - configures the retry
 *   exponential backoff algorithm.
 * @return {RetryOptions} A new RetryOptions object.
 *
 */
export function createRetryOptions(
  retryCodes: number[],
  backoffSettings: BackoffSettings
): RetryOptions {
  return {
    retryCodes,
    backoffSettings,
  };
}

/**
 * Parameters to the exponential backoff algorithm for retrying.
 *
 * @param {number} initialRetryDelayMillis - the initial delay time,
 *   in milliseconds, between the completion of the first failed request and the
 *   initiation of the first retrying request.
 * @param {number} retryDelayMultiplier - the multiplier by which to
 *   increase the delay time between the completion of failed requests, and the
 *   initiation of the subsequent retrying request.
 * @param {number} maxRetryDelayMillis - the maximum delay time, in
 *   milliseconds, between requests. When this value is reached,
 *   ``retryDelayMultiplier`` will no longer be used to increase delay time.
 * @param {number} initialRpcTimeoutMillis - the initial timeout parameter
 *   to the request.
 * @param {number} rpcTimeoutMultiplier - the multiplier by which to
 *   increase the timeout parameter between failed requests.
 * @param {number} maxRpcTimeoutMillis - the maximum timeout parameter, in
 *   milliseconds, for a request. When this value is reached,
 *   ``rpcTimeoutMultiplier`` will no longer be used to increase the timeout.
 * @param {number} totalTimeoutMillis - the total time, in milliseconds,
 *   starting from when the initial request is sent, after which an error will
 *   be returned, regardless of the retrying attempts made meanwhile.
 * @return {BackoffSettings} a new settings.
 *
 */
export function createBackoffSettings(
  initialRetryDelayMillis: number,
  retryDelayMultiplier: number,
  maxRetryDelayMillis: number,
  initialRpcTimeoutMillis: number | null,
  rpcTimeoutMultiplier: number | null,
  maxRpcTimeoutMillis: number | null,
  totalTimeoutMillis: number | null
): BackoffSettings {
  return {
    initialRetryDelayMillis,
    retryDelayMultiplier,
    maxRetryDelayMillis,
    initialRpcTimeoutMillis,
    rpcTimeoutMultiplier,
    maxRpcTimeoutMillis,
    totalTimeoutMillis,
  };
}

export function createDefaultBackoffSettings() {
  return createBackoffSettings(100, 1.3, 60000, null, null, null, null);
}

/**
 * Parameters to the exponential backoff algorithm for retrying.
 * This function is unsupported, and intended for internal use only.
 *
 * @param {number} initialRetryDelayMillis - the initial delay time,
 *   in milliseconds, between the completion of the first failed request and the
 *   initiation of the first retrying request.
 * @param {number} retryDelayMultiplier - the multiplier by which to
 *   increase the delay time between the completion of failed requests, and the
 *   initiation of the subsequent retrying request.
 * @param {number} maxRetryDelayMillis - the maximum delay time, in
 *   milliseconds, between requests. When this value is reached,
 *   ``retryDelayMultiplier`` will no longer be used to increase delay time.
 * @param {number} initialRpcTimeoutMillis - the initial timeout parameter
 *   to the request.
 * @param {number} rpcTimeoutMultiplier - the multiplier by which to
 *   increase the timeout parameter between failed requests.
 * @param {number} maxRpcTimeoutMillis - the maximum timeout parameter, in
 *   milliseconds, for a request. When this value is reached,
 *   ``rpcTimeoutMultiplier`` will no longer be used to increase the timeout.
 * @param {number} maxRetries - the maximum number of retrying attempts that
 *   will be made. If reached, an error will be returned.
 * @return {BackoffSettings} a new settings.
 *
 */
export function createMaxRetriesBackoffSettings(
  initialRetryDelayMillis: number,
  retryDelayMultiplier: number,
  maxRetryDelayMillis: number,
  initialRpcTimeoutMillis: number,
  rpcTimeoutMultiplier: number,
  maxRpcTimeoutMillis: number,
  maxRetries: number
): BackoffSettings {
  return {
    initialRetryDelayMillis,
    retryDelayMultiplier,
    maxRetryDelayMillis,
    initialRpcTimeoutMillis,
    rpcTimeoutMultiplier,
    maxRpcTimeoutMillis,
    maxRetries,
  };
}

/**
 * Creates a new {@link BundleOptions}.
 *
 * @private
 * @param {Object} options - An object to hold optional parameters. See
 *   properties for the content of options.
 * @return {BundleOptions} - A new options.
 */
export function createBundleOptions(options: BundlingConfig): BundleOptions {
  const params: Array<keyof BundlingConfig> = [
    'element_count_threshold',
    'element_count_limit',
    'request_byte_threshold',
    'request_byte_limit',
    'delay_threshold_millis',
  ];
  params.forEach(param => {
    if (param in options && typeof options[param] !== 'number') {
      throw new Error(`${param} should be a number`);
    }
  });

  const elementCountThreshold = options.element_count_threshold || 0;
  const elementCountLimit = options.element_count_limit || 0;
  const requestByteThreshold = options.request_byte_threshold || 0;
  const requestByteLimit = options.request_byte_limit || 0;
  const delayThreshold = options.delay_threshold_millis || 0;

  if (
    elementCountThreshold === 0 &&
    requestByteThreshold === 0 &&
    delayThreshold === 0
  ) {
    throw new Error('one threshold should be > 0');
  }
  return {
    elementCountThreshold,
    elementCountLimit,
    requestByteThreshold,
    requestByteLimit,
    delayThreshold,
  };
}

/**
 * Helper for {@link constructSettings}
 *
 * @private
 *
 * @param {Object} methodConfig - A dictionary representing a single
 *   `methods` entry of the standard API client config file. (See
 *   {@link constructSettings} for information on this yaml.)
 * @param {?Object} retryCodes - A dictionary parsed from the
 *   `retry_codes_def` entry of the standard API client config
 *   file. (See {@link constructSettings} for information on this yaml.)
 * @param {Object} retryParams - A dictionary parsed from the
 *   `retry_params` entry of the standard API client config
 *   file. (See {@link constructSettings} for information on this yaml.)
 * @param {Object} retryNames - A dictionary mapping the string names
 *   used in the standard API client config file to API response
 *   status codes.
 * @return {?RetryOptions} The new retry options.
 */
function constructRetry(
  methodConfig: MethodConfig | null,
  retryCodes: {[index: string]: string[]} | undefined,
  retryParams: {[index: string]: {}} | undefined,
  retryNames: {[index: string]: {}}
): RetryOptions | null | undefined {
  if (!methodConfig) {
    return null;
  }

  let codes: number[] | null = null;
  if (retryCodes && 'retry_codes_name' in methodConfig) {
    const retryCodesName = methodConfig['retry_codes_name'];
    codes = (retryCodes[retryCodesName!] || []).map(name => {
      return Number(retryNames[name]);
    });
  }

  let backoffSettings: BackoffSettings | null = null;
  if (retryParams && 'retry_params_name' in methodConfig) {
    const params = retryParams[
      methodConfig.retry_params_name!
    ] as RetryParamsConfig;
    backoffSettings = createBackoffSettings(
      params.initial_retry_delay_millis,
      params.retry_delay_multiplier,
      params.max_retry_delay_millis,
      params.initial_rpc_timeout_millis,
      params.rpc_timeout_multiplier,
      params.max_rpc_timeout_millis,
      params.total_timeout_millis
    );
  }
  return createRetryOptions(codes!, backoffSettings!);
}

/**
 * Helper for {@link constructSettings}
 *
 * Takes two retry options, and merges them into a single RetryOption instance.
 *
 * @private
 *
 * @param {RetryOptions} retry - The base RetryOptions.
 * @param {RetryOptions} overrides - The RetryOptions used for overriding
 *   `retry`. Use the values if it is not null. If entire `overrides` is null,
 *   ignore the base retry and return null.
 * @return {?RetryOptions} The merged RetryOptions.
 */
function mergeRetryOptions(
  retry: RetryOptions,
  overrides: Partial<RetryOptions>
): RetryOptions | null {
  if (!overrides) {
    return null;
  }

  if (!overrides.retryCodes && !overrides.backoffSettings) {
    return retry;
  }

  const codes = overrides.retryCodes ? overrides.retryCodes : retry.retryCodes;

  const backoffSettings = overrides.backoffSettings
    ? overrides.backoffSettings
    : retry.backoffSettings;
  return createRetryOptions(codes!, backoffSettings!);
}

export interface ServiceConfig {
  retry_codes?: {[index: string]: string[]};
  retry_params?: {[index: string]: RetryParamsConfig};
  methods: {[index: string]: MethodConfig | null};
}

export interface RetryParamsConfig {
  initial_retry_delay_millis: number;
  retry_delay_multiplier: number;
  max_retry_delay_millis: number;
  initial_rpc_timeout_millis: number;
  rpc_timeout_multiplier: number;
  max_rpc_timeout_millis: number;
  total_timeout_millis: number;
}

export interface MethodConfig {
  retry_codes_name?: string;
  retry_params_name?: string;
  bundling?: BundlingConfig | null;
  timeout_millis?: number;
}

export interface BundlingConfig {
  element_count_threshold: number;
  element_count_limit: number;
  request_byte_threshold?: number;
  request_byte_limit?: number;
  delay_threshold_millis?: number;
}

export interface ClientConfig {
  interfaces?: {[index: string]: ServiceConfig};
}

/**
 * Constructs a dictionary mapping method names to {@link CallSettings}.
 *
 * The `clientConfig` parameter is parsed from a client configuration JSON
 * file of the form:
 *
 *     {
 *       "interfaces": {
 *         "google.fake.v1.ServiceName": {
 *           "retry_codes": {
 *             "idempotent": ["UNAVAILABLE", "DEADLINE_EXCEEDED"],
 *             "non_idempotent": []
 *           },
 *           "retry_params": {
 *             "default": {
 *               "initial_retry_delay_millis": 100,
 *               "retry_delay_multiplier": 1.2,
 *               "max_retry_delay_millis": 1000,
 *               "initial_rpc_timeout_millis": 2000,
 *               "rpc_timeout_multiplier": 1.5,
 *               "max_rpc_timeout_millis": 30000,
 *               "total_timeout_millis": 45000
 *             }
 *           },
 *           "methods": {
 *             "CreateFoo": {
 *               "retry_codes_name": "idempotent",
 *               "retry_params_name": "default"
 *             },
 *             "Publish": {
 *               "retry_codes_name": "non_idempotent",
 *               "retry_params_name": "default",
 *               "bundling": {
 *                 "element_count_threshold": 40,
 *                 "element_count_limit": 200,
 *                 "request_byte_threshold": 90000,
 *                 "request_byte_limit": 100000,
 *                 "delay_threshold_millis": 100
 *               }
 *             }
 *           }
 *         }
 *       }
 *     }
 *
 * @param {String} serviceName - The fully-qualified name of this
 *   service, used as a key into the client config file (in the
 *   example above, this value should be 'google.fake.v1.ServiceName').
 * @param {Object} clientConfig - A dictionary parsed from the
 *   standard API client config file.
 * @param {Object} configOverrides - A dictionary in the same structure of
 *   client_config to override the settings.
 * @param {Object.<string, string[]>} retryNames - A dictionary mapping the strings
 *   referring to response status codes to objects representing
 *   those codes.
 * @param {Object} otherArgs - the non-request arguments to be passed to the API
 *   calls.
 * @return {Object} A mapping from method name to CallSettings, or null if the
 *   service is not found in the config.
 */
export function constructSettings(
  serviceName: string,
  clientConfig: ClientConfig,
  configOverrides: ClientConfig,
  retryNames: {},
  otherArgs?: {}
) {
  otherArgs = otherArgs || {};
  // eslint-disable-next-line @typescript-eslint/no-explicit-any
  const defaults: any = {};

  const serviceConfig = (clientConfig.interfaces || {})[serviceName];
  if (!serviceConfig) {
    return null;
  }
  // users can override the config from client side, like bundling options.
  // The detailed structure of the clientConfig can be found here: https://github.com/googleapis/gax-nodejs/blob/main/src/gax.ts#L546
  // The way to override bundling options:
  //
  // const customConfig = {"interfaces": {"service": {"methods": {"methodName": {"bundling": {..}}}}}}
  // const client = new Client({ projectId, customConfig });

  const overrides = (configOverrides.interfaces || {})[serviceName] || {};
  const methods = serviceConfig.methods;
  const overridingMethods = overrides.methods || {};
  for (const methodName in methods) {
    const methodConfig = methods[methodName];
    const jsName = toLowerCamelCase(methodName);

    let retry = constructRetry(
      methodConfig,
      serviceConfig.retry_codes,
      serviceConfig.retry_params,
      retryNames
    );
    let bundlingConfig = methodConfig!.bundling;
    let timeout = methodConfig!.timeout_millis;
    if (methodName in overridingMethods) {
      const overridingMethod = overridingMethods[methodName];
      if (overridingMethod) {
        if ('bundling' in overridingMethod) {
          bundlingConfig = overridingMethod.bundling;
        }
        if ('timeout_millis' in overridingMethod) {
          timeout = overridingMethod.timeout_millis;
        }
      }
      retry = mergeRetryOptions(
        retry!,
        constructRetry(
          overridingMethod,
          overrides.retry_codes,
          overrides.retry_params,
          retryNames
        )!
      );
    }
    const apiName = serviceName;
    defaults[jsName] = new CallSettings({
      timeout,
      retry,
      bundleOptions: bundlingConfig
        ? createBundleOptions(bundlingConfig)
        : null,
      otherArgs,
      apiName,
    });
  }

  return defaults;
}

export function createByteLengthFunction(message: typeof Message) {
  return function getByteLength(obj: {}) {
    try {
      return message.encode(obj).finish().length;
    } catch (err) {
      const stringified = JSON.stringify(obj);
      warn(
        'error_encoding_protobufjs_object',
        `Cannot encode protobuf.js object: ${stringified}: ${err}`
      );
      // We failed to encode the object properly, let's just return an upper boundary of its length.
      // It's only needed for calculating the size of the batch, so it's safe if it's bigger than needed.
      return stringified.length;
    }
  };
}

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