StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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444 lines
14 KiB
444 lines
14 KiB
'use strict'
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const url = require('url')
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const fetch = require('minipass-fetch')
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const pkg = require('./package.json')
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const retry = require('promise-retry')
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let ssri
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const Minipass = require('minipass')
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const MinipassPipeline = require('minipass-pipeline')
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const getAgent = require('./agent')
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const setWarning = require('./warning')
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const configureOptions = require('./utils/configure-options')
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const iterableToObject = require('./utils/iterable-to-object')
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const makePolicy = require('./utils/make-policy')
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const isURL = /^https?:/
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const USER_AGENT = `${pkg.name}/${pkg.version} (+https://npm.im/${pkg.name})`
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const RETRY_ERRORS = [
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'ECONNRESET', // remote socket closed on us
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'ECONNREFUSED', // remote host refused to open connection
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'EADDRINUSE', // failed to bind to a local port (proxy?)
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'ETIMEDOUT' // someone in the transaction is WAY TOO SLOW
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// Known codes we do NOT retry on:
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// ENOTFOUND (getaddrinfo failure. Either bad hostname, or offline)
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]
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const RETRY_TYPES = [
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'request-timeout'
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]
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// https://fetch.spec.whatwg.org/#http-network-or-cache-fetch
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module.exports = cachingFetch
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cachingFetch.defaults = function (_uri, _opts) {
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const fetch = this
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if (typeof _uri === 'object') {
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_opts = _uri
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_uri = null
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}
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function defaultedFetch (uri, opts) {
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const finalOpts = Object.assign({}, _opts || {}, opts || {})
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return fetch(uri || _uri, finalOpts)
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}
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defaultedFetch.defaults = fetch.defaults
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defaultedFetch.delete = fetch.delete
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return defaultedFetch
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}
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cachingFetch.delete = cacheDelete
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function cacheDelete (uri, opts) {
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opts = configureOptions(opts)
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if (opts.cacheManager) {
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const req = new fetch.Request(uri, {
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method: opts.method,
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headers: opts.headers
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})
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return opts.cacheManager.delete(req, opts)
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}
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}
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function initializeSsri () {
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if (!ssri) {
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ssri = require('ssri')
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}
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}
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function cachingFetch (uri, _opts) {
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const opts = configureOptions(_opts)
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if (opts.integrity) {
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initializeSsri()
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// if verifying integrity, fetch must not decompress
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opts.compress = false
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}
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const isCachable = (
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(
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opts.method === 'GET' ||
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opts.method === 'HEAD'
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) &&
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Boolean(opts.cacheManager) &&
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opts.cache !== 'no-store' &&
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opts.cache !== 'reload'
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)
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if (isCachable) {
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const req = new fetch.Request(uri, {
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method: opts.method,
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headers: opts.headers
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})
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return opts.cacheManager.match(req, opts).then(res => {
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if (res) {
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const warningCode = (res.headers.get('Warning') || '').match(/^\d+/)
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if (warningCode && +warningCode >= 100 && +warningCode < 200) {
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// https://tools.ietf.org/html/rfc7234#section-4.3.4
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//
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// If a stored response is selected for update, the cache MUST:
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//
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// * delete any Warning header fields in the stored response with
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// warn-code 1xx (see Section 5.5);
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//
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// * retain any Warning header fields in the stored response with
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// warn-code 2xx;
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//
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res.headers.delete('Warning')
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}
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if (opts.cache === 'default' && !isStale(req, res)) {
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return res
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}
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if (opts.cache === 'default' || opts.cache === 'no-cache') {
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return conditionalFetch(req, res, opts)
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}
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if (opts.cache === 'force-cache' || opts.cache === 'only-if-cached') {
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// 112 Disconnected operation
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// SHOULD be included if the cache is intentionally disconnected from
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// the rest of the network for a period of time.
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// (https://tools.ietf.org/html/rfc2616#section-14.46)
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setWarning(res, 112, 'Disconnected operation')
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return res
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}
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}
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if (!res && opts.cache === 'only-if-cached') {
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const errorMsg = `request to ${
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uri
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} failed: cache mode is 'only-if-cached' but no cached response available.`
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const err = new Error(errorMsg)
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err.code = 'ENOTCACHED'
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throw err
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}
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// Missing cache entry, or mode is default (if stale), reload, no-store
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return remoteFetch(req.url, opts)
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})
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}
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return remoteFetch(uri, opts)
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}
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// https://tools.ietf.org/html/rfc7234#section-4.2
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function isStale (req, res) {
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const _req = {
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url: req.url,
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method: req.method,
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headers: iterableToObject(req.headers)
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}
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const policy = makePolicy(req, res)
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const responseTime = res.headers.get('x-local-cache-time') ||
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/* istanbul ignore next - would be weird to get a 'stale'
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* response that didn't come from cache with a cache time header */
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(res.headers.get('date') || 0)
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policy._responseTime = new Date(responseTime)
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const bool = !policy.satisfiesWithoutRevalidation(_req)
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const headers = policy.responseHeaders()
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if (headers.warning && /^113\b/.test(headers.warning)) {
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// Possible to pick up a rfc7234 warning at this point.
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// This is kind of a weird place to stick this, should probably go
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// in cachingFetch. But by putting it here, we save an extra
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// CachePolicy object construction.
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res.headers.append('warning', headers.warning)
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}
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return bool
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}
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function mustRevalidate (res) {
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return (res.headers.get('cache-control') || '').match(/must-revalidate/i)
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}
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function conditionalFetch (req, cachedRes, opts) {
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const _req = {
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url: req.url,
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method: req.method,
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headers: Object.assign({}, opts.headers || {})
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}
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const policy = makePolicy(req, cachedRes)
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opts.headers = policy.revalidationHeaders(_req)
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return remoteFetch(req.url, opts)
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.then(condRes => {
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const revalidatedPolicy = policy.revalidatedPolicy(_req, {
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status: condRes.status,
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headers: iterableToObject(condRes.headers)
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})
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if (condRes.status >= 500 && !mustRevalidate(cachedRes)) {
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// 111 Revalidation failed
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// MUST be included if a cache returns a stale response because an
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// attempt to revalidate the response failed, due to an inability to
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// reach the server.
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// (https://tools.ietf.org/html/rfc2616#section-14.46)
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setWarning(cachedRes, 111, 'Revalidation failed')
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return cachedRes
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}
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if (condRes.status === 304) { // 304 Not Modified
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// Create a synthetic response from the cached body and original req
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const synthRes = new fetch.Response(cachedRes.body, condRes)
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return opts.cacheManager.put(req, synthRes, opts)
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.then(newRes => {
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// Get the list first, because if we delete while iterating,
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// it'll throw off the count and not make it through all
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// of them.
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const newHeaders = revalidatedPolicy.policy.responseHeaders()
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const toDelete = [...newRes.headers.keys()]
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.filter(k => !newHeaders[k])
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for (const key of toDelete) {
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newRes.headers.delete(key)
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}
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for (const [key, val] of Object.entries(newHeaders)) {
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newRes.headers.set(key, val)
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}
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return newRes
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})
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}
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return condRes
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})
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.then(res => res)
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.catch(err => {
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if (mustRevalidate(cachedRes)) {
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throw err
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} else {
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// 111 Revalidation failed
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// MUST be included if a cache returns a stale response because an
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// attempt to revalidate the response failed, due to an inability to
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// reach the server.
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// (https://tools.ietf.org/html/rfc2616#section-14.46)
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setWarning(cachedRes, 111, 'Revalidation failed')
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// 199 Miscellaneous warning
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// The warning text MAY include arbitrary information to be presented to
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// a human user, or logged. A system receiving this warning MUST NOT take
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// any automated action, besides presenting the warning to the user.
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// (https://tools.ietf.org/html/rfc2616#section-14.46)
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setWarning(
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cachedRes,
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199,
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`Miscellaneous Warning ${err.code}: ${err.message}`
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)
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return cachedRes
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}
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})
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}
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function remoteFetchHandleIntegrity (res, integrity) {
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const oldBod = res.body
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const newBod = ssri.integrityStream({
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integrity
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})
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return new fetch.Response(new MinipassPipeline(oldBod, newBod), res)
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}
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function remoteFetch (uri, opts) {
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const agent = getAgent(uri, opts)
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const headers = Object.assign({
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connection: agent ? 'keep-alive' : 'close',
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'user-agent': USER_AGENT
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}, opts.headers || {})
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const reqOpts = {
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agent,
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body: opts.body,
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compress: opts.compress,
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follow: opts.follow,
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headers: new fetch.Headers(headers),
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method: opts.method,
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redirect: 'manual',
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size: opts.size,
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counter: opts.counter,
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timeout: opts.timeout
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}
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return retry(
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(retryHandler, attemptNum) => {
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const req = new fetch.Request(uri, reqOpts)
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return fetch(req)
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.then((res) => {
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if (opts.integrity) {
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res = remoteFetchHandleIntegrity(res, opts.integrity)
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}
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res.headers.set('x-fetch-attempts', attemptNum)
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const isStream = Minipass.isStream(req.body)
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if (opts.cacheManager) {
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const isMethodGetHead = (
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req.method === 'GET' ||
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req.method === 'HEAD'
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)
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const isCachable = (
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opts.cache !== 'no-store' &&
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isMethodGetHead &&
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makePolicy(req, res).storable() &&
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res.status === 200 // No other statuses should be stored!
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)
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if (isCachable) {
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return opts.cacheManager.put(req, res, opts)
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}
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if (!isMethodGetHead) {
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return opts.cacheManager.delete(req).then(() => {
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if (res.status >= 500 && req.method !== 'POST' && !isStream) {
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if (typeof opts.onRetry === 'function') {
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opts.onRetry(res)
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}
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return retryHandler(res)
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}
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return res
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})
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}
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}
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const isRetriable = (
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req.method !== 'POST' &&
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!isStream &&
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(
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res.status === 408 || // Request Timeout
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res.status === 420 || // Enhance Your Calm (usually Twitter rate-limit)
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res.status === 429 || // Too Many Requests ("standard" rate-limiting)
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res.status >= 500 // Assume server errors are momentary hiccups
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)
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)
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if (isRetriable) {
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if (typeof opts.onRetry === 'function') {
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opts.onRetry(res)
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}
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return retryHandler(res)
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}
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if (!fetch.isRedirect(res.status)) {
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return res
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}
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if (opts.redirect === 'manual') {
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return res
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}
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// if (!fetch.isRedirect(res.status) || opts.redirect === 'manual') {
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// return res
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// }
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// handle redirects - matches behavior of fetch: https://github.com/bitinn/node-fetch
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if (opts.redirect === 'error') {
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const err = new fetch.FetchError(`redirect mode is set to error: ${uri}`, 'no-redirect', { code: 'ENOREDIRECT' })
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throw err
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}
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if (!res.headers.get('location')) {
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const err = new fetch.FetchError(`redirect location header missing at: ${uri}`, 'no-location', { code: 'EINVALIDREDIRECT' })
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throw err
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}
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if (req.counter >= req.follow) {
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const err = new fetch.FetchError(`maximum redirect reached at: ${uri}`, 'max-redirect', { code: 'EMAXREDIRECT' })
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throw err
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}
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const resolvedUrlParsed = new url.URL(res.headers.get('location'), req.url)
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const resolvedUrl = url.format(resolvedUrlParsed)
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const redirectURL = (isURL.test(res.headers.get('location')))
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? new url.URL(res.headers.get('location'))
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: resolvedUrlParsed
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// Remove authorization if changing hostnames (but not if just
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// changing ports or protocols). This matches the behavior of request:
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// https://github.com/request/request/blob/b12a6245/lib/redirect.js#L134-L138
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if (new url.URL(req.url).hostname !== redirectURL.hostname) {
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req.headers.delete('authorization')
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}
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// for POST request with 301/302 response, or any request with 303 response,
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// use GET when following redirect
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if (
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res.status === 303 ||
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(
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req.method === 'POST' &&
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(
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res.status === 301 ||
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res.status === 302
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)
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)
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) {
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opts.method = 'GET'
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opts.body = null
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req.headers.delete('content-length')
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}
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opts.headers = {}
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req.headers.forEach((value, name) => {
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opts.headers[name] = value
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})
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opts.counter = ++req.counter
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return cachingFetch(resolvedUrl, opts)
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})
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.catch(err => {
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const code = (err.code === 'EPROMISERETRY')
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? err.retried.code
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: err.code
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const isRetryError = (
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RETRY_ERRORS.indexOf(code) === -1 &&
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RETRY_TYPES.indexOf(err.type) === -1
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)
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if (req.method === 'POST' || isRetryError) {
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throw err
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}
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if (typeof opts.onRetry === 'function') {
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opts.onRetry(err)
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}
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return retryHandler(err)
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})
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},
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opts.retry
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).catch(err => {
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if (err.status >= 400 && err.type !== 'system') {
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// this is an HTTP response "error" that we care about
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return err
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}
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throw err
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})
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}
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