Files
elasticsearch-js/src/helpers.ts
2021-10-18 12:21:37 +02:00

894 lines
32 KiB
TypeScript

/*
* Licensed to Elasticsearch B.V. under one or more contributor
* license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright
* ownership. Elasticsearch B.V. licenses this file to you under
* the Apache License, Version 2.0 (the "License") you may
* not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
/* eslint-disable @typescript-eslint/naming-convention */
/* eslint-disable @typescript-eslint/promise-function-async */
import assert from 'assert'
import { promisify } from 'util'
import { Readable } from 'stream'
import { errors, TransportResult, TransportRequestOptions, TransportRequestOptionsWithMeta } from '@elastic/transport'
import Client from './client'
import * as T from './api/types'
export interface HelpersOptions {
client: Client
metaHeader: string | null
maxRetries: number
}
export interface ScrollSearchOptions extends TransportRequestOptions {
wait?: number
}
export interface ScrollSearchResponse<TDocument> extends TransportResult<T.SearchResponse<TDocument>, unknown> {
clear: () => Promise<void>
documents: TDocument[]
}
export interface MsearchHelperOptions extends T.MsearchRequest {
operations?: number
flushInterval?: number
concurrency?: number
retries?: number
wait?: number
}
export interface MsearchHelper extends Promise<void> {
stop: (error?: Error | null) => void
search: <TDocument = unknown>(header: T.MsearchHeader, body: T.MsearchBody) => Promise<MsearchHelperResponse<TDocument>>
}
export interface MsearchHelperResponse<TDocument> {
body: T.SearchResponse<TDocument>
documents: TDocument[]
status: number
responses: T.MsearchResponse
}
export interface BulkStats {
total: number
failed: number
retry: number
successful: number
noop: number
time: number
bytes: number
aborted: boolean
}
interface IndexAction {
index: T.BulkIndexOperation
}
interface CreateAction {
create: T.BulkCreateOperation
}
interface UpdateActionOperation {
update: T.BulkUpdateOperation
}
interface DeleteAction {
delete: T.BulkDeleteOperation
}
type UpdateAction = [UpdateActionOperation, Record<string, any>]
type Action = IndexAction | CreateAction | UpdateAction | DeleteAction
export interface OnDropDocument<TDocument = unknown> {
status: number
operation: Action
error: T.ErrorCause | null
document: TDocument
retried: boolean
}
export interface BulkHelperOptions<TDocument = unknown> extends T.BulkRequest {
datasource: TDocument[] | Buffer | Readable | AsyncIterator<TDocument>
onDocument: (doc: TDocument) => Action
flushBytes?: number
flushInterval?: number
concurrency?: number
retries?: number
wait?: number
onDrop?: (doc: OnDropDocument<TDocument>) => void
refreshOnCompletion?: boolean | string
}
export interface BulkHelper<T> extends Promise<BulkStats> {
abort: () => BulkHelper<T>
readonly stats: BulkStats
}
const { ResponseError, ConfigurationError } = errors
const sleep = promisify(setTimeout)
const pImmediate = promisify(setImmediate)
/* istanbul ignore next */
const noop = (): void => {}
const kClient = Symbol('elasticsearch-client')
const kMetaHeader = Symbol('meta header')
const kMaxRetries = Symbol('max retries')
export default class Helpers {
[kClient]: Client
[kMetaHeader]: string | null
[kMaxRetries]: number
constructor (opts: HelpersOptions) {
this[kClient] = opts.client
this[kMetaHeader] = opts.metaHeader
this[kMaxRetries] = opts.maxRetries
}
/**
* Runs a search operation. The only difference between client.search and this utility,
* is that we are only returning the hits to the user and not the full ES response.
* This helper automatically adds `filter_path=hits.hits._source` to the querystring,
* as it will only need the documents source.
* @param {object} params - The Elasticsearch's search parameters.
* @param {object} options - The client optional configuration for this request.
* @return {array} The documents that matched the request.
*/
async search<TDocument = unknown> (params: T.SearchRequest, options: TransportRequestOptions = {}): Promise<TDocument[]> {
appendFilterPath('hits.hits._source', params, true)
options.meta = true
const { body: result } = await this[kClient].search<TDocument>(params, options as TransportRequestOptionsWithMeta)
if (result.hits?.hits != null) {
return result.hits.hits.map(d => d._source as TDocument)
}
return []
}
/**
* Runs a scroll search operation. This function returns an async iterator, allowing
* the user to use a for await loop to get all the results of a given search.
* ```js
* for await (const result of client.helpers.scrollSearch({ params })) {
* console.log(result)
* }
* ```
* Each result represents the entire body of a single scroll search request,
* if you just need to scroll the results, use scrollDocuments.
* This function handles automatically retries on 429 status code.
* @param {object} params - The Elasticsearch's search parameters.
* @param {object} options - The client optional configuration for this request.
* @return {iterator} the async iterator
*/
async * scrollSearch<TDocument = unknown> (params: T.SearchRequest, options: ScrollSearchOptions = {}): AsyncIterable<ScrollSearchResponse<TDocument>> {
options.meta = true
if (this[kMetaHeader] !== null) {
options.headers = options.headers ?? {}
options.headers['x-elastic-client-meta'] = `${this[kMetaHeader] as string},h=s`
}
const wait = options.wait ?? 5000
const maxRetries = options.maxRetries ?? this[kMaxRetries]
if (Array.isArray(options.ignore)) {
options.ignore.push(429)
} else {
options.ignore = [429]
}
params.scroll = params.scroll ?? '1m'
appendFilterPath('_scroll_id', params, false)
let response: TransportResult<T.SearchResponse<TDocument>, unknown> | undefined
for (let i = 0; i <= maxRetries; i++) {
response = await this[kClient].search<TDocument>(params, options as TransportRequestOptionsWithMeta)
if (response.statusCode !== 429) break
await sleep(wait)
}
assert(response !== undefined, 'The response is undefined, please file a bug report')
if (response.statusCode === 429) {
throw new ResponseError(response)
}
let scroll_id = response.body._scroll_id
let stop = false
const clear = async (): Promise<void> => {
stop = true
await this[kClient].clearScroll(
{ scroll_id },
{ ignore: [400], ...options }
)
}
while (response.body.hits != null && response.body.hits.hits.length > 0) {
// scroll id is always present in the response, but it might
// change over time based on the number of shards
scroll_id = response.body._scroll_id
// @ts-expect-error
response.clear = clear
addDocumentsGetter<TDocument>(response)
// @ts-expect-error
yield response
if (stop) {
break
}
for (let i = 0; i <= maxRetries; i++) {
const r = await this[kClient].scroll({
scroll: params.scroll,
rest_total_hits_as_int: params.rest_total_hits_as_int,
scroll_id
}, options as TransportRequestOptionsWithMeta)
response = r as TransportResult<T.ScrollResponse<TDocument>, unknown>
assert(response !== undefined, 'The response is undefined, please file a bug report')
if (response.statusCode !== 429) break
await sleep(wait)
}
if (response.statusCode === 429) {
throw new ResponseError(response)
}
}
if (!stop) {
await clear()
}
}
/**
* Runs a scroll search operation. This function returns an async iterator, allowing
* the user to use a for await loop to get all the documents of a given search.
* ```js
* for await (const document of client.helpers.scrollSearch({ params })) {
* console.log(document)
* }
* ```
* Each document is what you will find by running a scrollSearch and iterating on the hits array.
* This helper automatically adds `filter_path=hits.hits._source` to the querystring,
* as it will only need the documents source.
* @param {object} params - The Elasticsearch's search parameters.
* @param {object} options - The client optional configuration for this request.
* @return {iterator} the async iterator
*/
async * scrollDocuments<TDocument = unknown> (params: T.SearchRequest, options: ScrollSearchOptions = {}): AsyncIterable<TDocument> {
appendFilterPath('hits.hits._source', params, true)
for await (const { documents } of this.scrollSearch<TDocument>(params, options)) {
for (const document of documents) {
yield document
}
}
}
/**
* Creates a msearch helper instance. Once you configure it, you can use the provided
* `search` method to add new searches in the queue.
* @param {object} options - The configuration of the msearch operations.
* @param {object} reqOptions - The client optional configuration for this request.
* @return {object} The possible operations to run.
*/
msearch (options: MsearchHelperOptions = {}, reqOptions: TransportRequestOptions = {}): MsearchHelper {
const client = this[kClient]
const {
operations = 5,
concurrency = 5,
flushInterval = 500,
retries = this[kMaxRetries],
wait = 5000,
...msearchOptions
} = options
reqOptions.meta = true
let stopReading = false
let stopError: Error | null = null
let timeoutRef = null
const operationsStream = new Readable({
objectMode: true,
read (size) {}
})
const p = iterate()
const helper: MsearchHelper = {
[Symbol.toStringTag]: 'Promise',
then (onFulfilled: any, onRejected?: any) {
return p.then(onFulfilled, onRejected)
},
catch (onRejected: any) {
return p.catch(onRejected)
},
finally (onFinally: any) {
return p.finally(onFinally)
},
stop (error = null) {
if (stopReading) return
stopReading = true
stopError = error
operationsStream.push(null)
},
// TODO: support abort a single search?
// NOTE: the validation checks are synchronous and the callback/promise will
// be resolved in the same tick. We might want to fix this in the future.
search<TDocument = unknown> (header: T.MsearchHeader, body: T.MsearchBody): Promise<MsearchHelperResponse<TDocument>> {
if (stopReading) {
const error = stopError === null
? new ConfigurationError('The msearch processor has been stopped')
: stopError
return Promise.reject(error)
}
if (!(typeof header === 'object' && header !== null && !Array.isArray(header))) {
return Promise.reject(new ConfigurationError('The header should be an object'))
}
if (!(typeof body === 'object' && body !== null && !Array.isArray(body))) {
return Promise.reject(new ConfigurationError('The body should be an object'))
}
let onFulfilled: any = null
let onRejected: any = null
const promise = new Promise<MsearchHelperResponse<TDocument>>((resolve, reject) => {
onFulfilled = resolve
onRejected = reject
})
const callback = function callback (err: Error | null, result: T.MsearchResponse<TDocument>): void {
err !== null ? onRejected(err) : onFulfilled(result)
}
operationsStream.push([header, body, callback])
return promise
}
}
return helper
async function iterate (): Promise<void> {
const { semaphore, finish } = buildSemaphore()
const msearchBody: Array<T.MsearchHeader | T.MsearchBody> = []
const callbacks: any[] = []
let loadedOperations = 0
timeoutRef = setTimeout(onFlushTimeout, flushInterval) // eslint-disable-line
for await (const operation of operationsStream) {
timeoutRef.refresh()
loadedOperations += 1
msearchBody.push(operation[0], operation[1])
callbacks.push(operation[2])
if (loadedOperations >= operations) {
const send = await semaphore()
send(msearchBody.slice(), callbacks.slice())
msearchBody.length = 0
callbacks.length = 0
loadedOperations = 0
}
}
clearTimeout(timeoutRef)
// In some cases the previos http call does not have finished,
// or we didn't reach the flush bytes threshold, so we force one last operation.
if (loadedOperations > 0) {
const send = await semaphore()
send(msearchBody, callbacks)
}
await finish()
if (stopError !== null) {
throw stopError
}
async function onFlushTimeout (): Promise<void> {
if (loadedOperations === 0) return
const msearchBodyCopy = msearchBody.slice()
const callbacksCopy = callbacks.slice()
msearchBody.length = 0
callbacks.length = 0
loadedOperations = 0
try {
const send = await semaphore()
send(msearchBodyCopy, callbacksCopy)
} catch (err) {
/* istanbul ignore next */
// @ts-expect-error
helper.stop(err)
}
}
}
// This function builds a semaphore using the concurrency
// options of the msearch helper. It is used inside the iterator
// to guarantee that no more than the number of operations
// allowed to run at the same time are executed.
// It returns a semaphore function which resolves in the next tick
// if we didn't reach the maximim concurrency yet, otherwise it returns
// a promise that resolves as soon as one of the running request has finshed.
// The semaphore function resolves a send function, which will be used
// to send the actual msearch request.
// It also returns a finish function, which returns a promise that is resolved
// when there are no longer request running.
function buildSemaphore (): { semaphore: () => Promise<typeof send>, finish: () => Promise<void> } {
let resolveSemaphore: ((value?: any) => void) | null = null
let resolveFinish: ((value?: any) => void) | null = null
let running = 0
return { semaphore, finish }
function finish (): Promise<void> {
return new Promise((resolve, reject) => {
if (running === 0) {
resolve()
} else {
resolveFinish = resolve
}
})
}
function semaphore (): Promise<typeof send> {
if (running < concurrency) {
running += 1
return pImmediate(send)
} else {
return new Promise((resolve, reject) => {
resolveSemaphore = resolve
})
}
}
function send (msearchBody: Array<T.MsearchHeader | T.MsearchBody>, callbacks: any[]): void {
/* istanbul ignore if */
if (running > concurrency) {
throw new Error('Max concurrency reached')
}
msearchOperation(msearchBody, callbacks, () => {
running -= 1
if (resolveSemaphore !== null) {
running += 1
resolveSemaphore(send)
resolveSemaphore = null
} else if (resolveFinish != null && running === 0) {
resolveFinish()
}
})
}
}
function msearchOperation (msearchBody: Array<T.MsearchHeader | T.MsearchBody>, callbacks: any[], done: () => void): void {
let retryCount = retries
// Instead of going full on async-await, which would make the code easier to read,
// we have decided to use callback style instead.
// This because every time we use async await, V8 will create multiple promises
// behind the scenes, making the code slightly slower.
tryMsearch(msearchBody, callbacks, retrySearch)
function retrySearch (msearchBody: Array<T.MsearchHeader | T.MsearchBody>, callbacks: any[]): void {
if (msearchBody.length > 0 && retryCount > 0) {
retryCount -= 1
setTimeout(tryMsearch, wait, msearchBody, callbacks, retrySearch)
return
}
done()
}
// This function never returns an error, if the msearch operation fails,
// the error is dispatched to all search executors.
function tryMsearch (msearchBody: Array<T.MsearchHeader | T.MsearchBody>, callbacks: any[], done: (msearchBody: Array<T.MsearchHeader | T.MsearchBody>, callbacks: any[]) => void): void {
client.msearch(Object.assign({}, msearchOptions, { body: msearchBody }), reqOptions as TransportRequestOptionsWithMeta)
.then(results => {
const retryBody = []
const retryCallbacks = []
const { responses } = results.body
for (let i = 0, len = responses.length; i < len; i++) {
const response = responses[i]
if (response.status === 429 && retryCount > 0) {
retryBody.push(msearchBody[i * 2])
retryBody.push(msearchBody[(i * 2) + 1])
retryCallbacks.push(callbacks[i])
continue
}
const result = { ...results, body: response }
// @ts-expect-error
addDocumentsGetter(result)
if (response.status != null && response.status >= 400) {
callbacks[i](new ResponseError(result), result)
} else {
callbacks[i](null, result)
}
}
done(retryBody, retryCallbacks)
})
.catch(err => {
for (const callback of callbacks) {
callback(err, null)
}
return done([], [])
})
}
}
}
/**
* Creates a bulk helper instance. Once you configure it, you can pick which operation
* to execute with the given dataset, index, create, update, and delete.
* @param {object} options - The configuration of the bulk operation.
* @param {object} reqOptions - The client optional configuration for this request.
* @return {object} The possible operations to run with the datasource.
*/
bulk<TDocument = unknown> (options: BulkHelperOptions, reqOptions: TransportRequestOptions = {}): BulkHelper<TDocument> {
const client = this[kClient]
const { serializer } = client
if (this[kMetaHeader] !== null) {
reqOptions.headers = reqOptions.headers ?? {}
reqOptions.headers['x-elastic-client-meta'] = `${this[kMetaHeader] as string},h=bp`
}
reqOptions.meta = true
const {
datasource,
onDocument,
flushBytes = 5000000,
flushInterval = 30000,
concurrency = 5,
retries = this[kMaxRetries],
wait = 5000,
onDrop = noop,
refreshOnCompletion = false,
...bulkOptions
} = options
if (datasource === undefined) {
// @ts-expect-error
return Promise.reject(new ConfigurationError('bulk helper: the datasource is required'))
}
if (!(Array.isArray(datasource) || Buffer.isBuffer(datasource) || isReadableStream(datasource) || isAsyncIterator(datasource))) {
// @ts-expect-error
return Promise.reject(new ConfigurationError('bulk helper: the datasource must be an array or a buffer or a readable stream or an async generator'))
}
if (onDocument === undefined) {
// @ts-expect-error
return Promise.reject(new ConfigurationError('bulk helper: the onDocument callback is required'))
}
let shouldAbort = false
let timeoutRef: any = null
const stats = {
total: 0,
failed: 0,
retry: 0,
successful: 0,
noop: 0,
time: 0,
bytes: 0,
aborted: false
}
const p = iterate()
const helper: BulkHelper<TDocument> = {
[Symbol.toStringTag]: 'Promise',
then (onFulfilled: any, onRejected?: any) {
return p.then(onFulfilled, onRejected)
},
catch (onRejected: any) {
return p.catch(onRejected)
},
finally (onFinally: any) {
return p.finally(onFinally)
},
get stats () {
return stats
},
abort () {
clearTimeout(timeoutRef)
shouldAbort = true
stats.aborted = true
return this
}
}
return helper
/**
* Function that iterates over the given datasource and start a bulk operation as soon
* as it reaches the configured bulk size. It's designed to use the Node.js asynchronous
* model at this maximum capacity, as it will collect the next body to send while there is
* a running http call. In this way, the CPU time will be used carefully.
* The objects will be serialized right away, to approximate the byte length of the body.
* It creates an array of strings instead of a ndjson string because the bulkOperation
* will navigate the body for matching failed operations with the original document.
*/
async function iterate (): Promise<BulkStats> {
const { semaphore, finish } = buildSemaphore()
const startTime = Date.now()
const bulkBody: string[] = []
let actionBody = ''
let payloadBody = ''
let chunkBytes = 0
timeoutRef = setTimeout(onFlushTimeout, flushInterval) // eslint-disable-line
// @ts-expect-error datasoruce is an iterable
for await (const chunk of datasource) {
if (shouldAbort) break
timeoutRef.refresh()
const action = onDocument(chunk)
const operation = Array.isArray(action)
? Object.keys(action[0])[0]
: Object.keys(action)[0]
if (operation === 'index' || operation === 'create') {
actionBody = serializer.serialize(action)
payloadBody = typeof chunk === 'string' ? chunk : serializer.serialize(chunk)
chunkBytes += Buffer.byteLength(actionBody) + Buffer.byteLength(payloadBody)
bulkBody.push(actionBody, payloadBody)
} else if (operation === 'update') {
// @ts-expect-error in case of update action is an array
actionBody = serializer.serialize(action[0])
payloadBody = typeof chunk === 'string'
? `{"doc":${chunk}}`
// @ts-expect-error in case of update action is an array
: serializer.serialize({ doc: chunk, ...action[1] })
chunkBytes += Buffer.byteLength(actionBody) + Buffer.byteLength(payloadBody)
bulkBody.push(actionBody, payloadBody)
} else if (operation === 'delete') {
actionBody = serializer.serialize(action)
chunkBytes += Buffer.byteLength(actionBody)
bulkBody.push(actionBody)
} else {
clearTimeout(timeoutRef)
throw new ConfigurationError(`Bulk helper invalid action: '${operation}'`)
}
if (chunkBytes >= flushBytes) {
stats.bytes += chunkBytes
const send = await semaphore()
send(bulkBody.slice())
bulkBody.length = 0
chunkBytes = 0
}
}
clearTimeout(timeoutRef)
// In some cases the previos http call does not have finished,
// or we didn't reach the flush bytes threshold, so we force one last operation.
if (!shouldAbort && chunkBytes > 0) {
const send = await semaphore()
stats.bytes += chunkBytes
send(bulkBody)
}
await finish()
if (refreshOnCompletion !== false) {
await client.indices.refresh({
index: typeof refreshOnCompletion === 'string'
? refreshOnCompletion
: '_all'
}, reqOptions)
}
stats.time = Date.now() - startTime
stats.total = stats.successful + stats.failed
return stats
async function onFlushTimeout (): Promise<void> {
if (chunkBytes === 0) return
stats.bytes += chunkBytes
const bulkBodyCopy = bulkBody.slice()
bulkBody.length = 0
chunkBytes = 0
try {
const send = await semaphore()
send(bulkBodyCopy)
} catch (err: any) {
/* istanbul ignore next */
helper.abort() // eslint-disable-line
}
}
}
// This function builds a semaphore using the concurrency
// options of the bulk helper. It is used inside the iterator
// to guarantee that no more than the number of operations
// allowed to run at the same time are executed.
// It returns a semaphore function which resolves in the next tick
// if we didn't reach the maximim concurrency yet, otherwise it returns
// a promise that resolves as soon as one of the running request has finshed.
// The semaphore function resolves a send function, which will be used
// to send the actual bulk request.
// It also returns a finish function, which returns a promise that is resolved
// when there are no longer request running. It rejects an error if one
// of the request has failed for some reason.
function buildSemaphore (): { semaphore: () => Promise<typeof send>, finish: () => Promise<void> } {
let resolveSemaphore: ((value?: any) => void) | null = null
let resolveFinish: ((value?: any) => void) | null = null
let rejectFinish: ((value?: any) => void) | null = null
let error: Error | null = null
let running = 0
return { semaphore, finish }
function finish (): Promise<void> {
return new Promise((resolve, reject) => {
if (running === 0) {
if (error !== null) {
reject(error)
} else {
resolve()
}
} else {
resolveFinish = resolve
rejectFinish = reject
}
})
}
function semaphore (): Promise<typeof send> {
if (running < concurrency) {
running += 1
return pImmediate(send)
} else {
return new Promise((resolve, reject) => {
resolveSemaphore = resolve
})
}
}
function send (bulkBody: string[]): void {
/* istanbul ignore if */
if (running > concurrency) {
throw new Error('Max concurrency reached')
}
bulkOperation(bulkBody, err => {
running -= 1
if (err != null) {
shouldAbort = true
error = err
}
if (resolveSemaphore !== null) {
running += 1
resolveSemaphore(send)
resolveSemaphore = null
} else if (resolveFinish != null && rejectFinish != null && running === 0) {
if (error != null) {
rejectFinish(error)
} else {
resolveFinish()
}
}
})
}
}
function bulkOperation (bulkBody: string[], callback: (err?: Error | null) => void): void {
let retryCount = retries
let isRetrying = false
// Instead of going full on async-await, which would make the code easier to read,
// we have decided to use callback style instead.
// This because every time we use async await, V8 will create multiple promises
// behind the scenes, making the code slightly slower.
tryBulk(bulkBody, retryDocuments)
function retryDocuments (err: Error | null, bulkBody: string[]): void {
if (err != null) return callback(err)
if (shouldAbort) return callback()
if (bulkBody.length > 0) {
if (retryCount > 0) {
isRetrying = true
retryCount -= 1
stats.retry += bulkBody.length
setTimeout(tryBulk, wait, bulkBody, retryDocuments)
return
}
for (let i = 0, len = bulkBody.length; i < len; i = i + 2) {
const operation = Object.keys(serializer.deserialize(bulkBody[i]))[0]
onDrop({
status: 429,
error: null,
operation: serializer.deserialize(bulkBody[i]),
document: operation !== 'delete'
? serializer.deserialize(bulkBody[i + 1])
/* istanbul ignore next */
: null,
retried: isRetrying
})
stats.failed += 1
}
}
callback()
}
function tryBulk (bulkBody: string[], callback: (err: Error | null, bulkBody: string[]) => void): void {
if (shouldAbort) return callback(null, [])
client.bulk(Object.assign({}, bulkOptions, { body: bulkBody }), reqOptions as TransportRequestOptionsWithMeta)
.then(response => {
const result = response.body
if (!result.errors) {
stats.successful += result.items.length
for (const item of result.items) {
if (item.update?.result === 'noop') {
stats.noop++
}
}
return callback(null, [])
}
const retry = []
const { items } = result
for (let i = 0, len = items.length; i < len; i++) {
const action = items[i]
const operation = Object.keys(action)[0]
const responseItem = action[operation as keyof T.BulkResponseItemContainer]
assert(responseItem !== undefined, 'The responseItem is undefined, please file a bug report')
const indexSlice = operation !== 'delete' ? i * 2 : i
if (responseItem.status >= 400) {
// 429 is the only staus code where we might want to retry
// a document, because it was not an error in the document itself,
// but the ES node were handling too many operations.
if (responseItem.status === 429) {
retry.push(bulkBody[indexSlice])
/* istanbul ignore next */
if (operation !== 'delete') {
retry.push(bulkBody[indexSlice + 1])
}
} else {
onDrop({
status: responseItem.status,
// @ts-expect-error
error: responseItem.error ?? null,
operation: serializer.deserialize(bulkBody[indexSlice]),
document: operation !== 'delete'
? serializer.deserialize(bulkBody[indexSlice + 1])
: null,
retried: isRetrying
})
stats.failed += 1
}
} else {
stats.successful += 1
}
}
callback(null, retry)
})
.catch(err => {
callback(err, [])
})
}
}
}
}
// Using a getter will improve the overall performances of the code,
// as we will reed the documents only if needed.
function addDocumentsGetter<TDocument> (result: TransportResult<T.SearchResponse<TDocument>, unknown>): void {
Object.defineProperty(result, 'documents', {
get () {
if (this.body.hits?.hits != null) {
// @ts-expect-error
return this.body.hits.hits.map(d => d._source)
}
return []
}
})
}
function appendFilterPath (filter: string, params: Record<string, any>, force: boolean): void {
if (params.filter_path !== undefined) {
params.filter_path += ',' + filter // eslint-disable-line
} else if (force) {
params.filter_path = filter
}
}
function isReadableStream (obj: any): obj is Readable {
return obj != null && typeof obj.pipe === 'function'
}
function isAsyncIterator (obj: any): obj is AsyncIterator<unknown> {
return obj?.[Symbol.asyncIterator] != null
}