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Unverified Commit d53e41e8 authored by Robert Knight's avatar Robert Knight Committed by GitHub
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Merge pull request #887 from hypothesis/convert-pdf-anchoring-to-js 

Convert PDF anchoring code to JS
parents c3faed17 9cfdc3c2
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Showing with 498 additions and 323 deletions
src/annotator/anchoring/pdf.coffee deleted 100644 → 0
View file @ c3faed17
seek = require('dom-seek')
# `dom-node-iterator` polyfills optional arguments of `createNodeIterator`
# and properties of the returned `NodeIterator` for IE 11 compatibility.
createNodeIterator = require('dom-node-iterator/polyfill')()
xpathRange = require('./range')
html = require('./html')
RenderingStates = require('../pdfjs-rendering-states')
{TextPositionAnchor, TextQuoteAnchor} = require('./types')
# Caches for performance
# Map of page index to page text content as a `Promise<string>`
pageTextCache = {}
# Two-dimensional map from `[quote][position]` to `{page, anchor}` intended to
# optimize re-anchoring of a pair of quote and position selectors if the
# position selector fails to anchor on its own.
quotePositionCache = {}
getSiblingIndex = (node) ->
siblings = Array.prototype.slice.call(node.parentNode.childNodes)
return siblings.indexOf(node)
getNodeTextLayer = (node) ->
until node.classList?.contains('page')
node = node.parentNode
return node.getElementsByClassName('textLayer')[0]
getPage = (pageIndex) ->
return PDFViewerApplication.pdfViewer.getPageView(pageIndex)
getPageTextContent = (pageIndex) ->
if pageTextCache[pageIndex]?
return pageTextCache[pageIndex]
else
joinItems = ({items}) ->
# Skip empty items since PDF-js leaves their text layer divs blank.
# Excluding them makes our measurements match the rendered text layer.
# Otherwise, the selectors we generate would not match this stored text.
# See the appendText method of TextLayerBuilder in pdf.js.
nonEmpty = (item.str for item in items when /\S/.test(item.str))
textContent = nonEmpty.join('')
return textContent
pageTextCache[pageIndex] = PDFViewerApplication.pdfViewer.getPageTextContent(pageIndex)
.then(joinItems)
return pageTextCache[pageIndex]
# Return the offset in the text for the whole document at which the text for
# `pageIndex` begins.
getPageOffset = (pageIndex) ->
index = -1
next = (offset) ->
if ++index is pageIndex
return Promise.resolve(offset)
return getPageTextContent(index)
.then((textContent) -> next(offset + textContent.length))
return next(0)
# Return an {index, offset, textContent} object for the page where the given
# `offset` in the full text of the document occurs.
findPage = (offset) ->
index = 0
total = 0
# We call `count` once for each page, in order. The passed offset is found on
# the first page where the cumulative length of the text content exceeds the
# offset value.
#
# When we find the page the offset is on, we return an object containing the
# page index, the offset at the start of that page, and the textContent of
# that page.
#
# To understand this a little better, here's a worked example. Imagine a
# document with the following page lengths:
#
# Page 0 has length 100
# Page 1 has length 50
# Page 2 has length 50
#
# Then here are the pages that various offsets are found on:
#
# offset | index
# --------------
# 0 | 0
# 99 | 0
# 100 | 1
# 101 | 1
# 149 | 1
# 150 | 2
#
count = (textContent) ->
lastPageIndex = PDFViewerApplication.pdfViewer.pagesCount - 1
if total + textContent.length > offset or index == lastPageIndex
offset = total
return Promise.resolve({index, offset, textContent})
else
index++
total += textContent.length
return getPageTextContent(index).then(count)
return getPageTextContent(0).then(count)
# Search for a position anchor within a page, creating a placeholder and
# anchoring to that if the page is not rendered.
anchorByPosition = (page, anchor, options) ->
renderingState = page.renderingState
renderingDone = page.textLayer?.renderingDone
if renderingState is RenderingStates.FINISHED and renderingDone
root = page.textLayer.textLayerDiv
selector = anchor.toSelector(options)
return html.anchor(root, [selector])
else
div = page.div ? page.el
placeholder = div.getElementsByClassName('annotator-placeholder')[0]
unless placeholder?
placeholder = document.createElement('span')
placeholder.classList.add('annotator-placeholder')
placeholder.textContent = 'Loading annotations…'
div.appendChild(placeholder)
range = document.createRange()
range.setStartBefore(placeholder)
range.setEndAfter(placeholder)
return range
# Search for a quote (with optional position hint) in the given pages.
# Returns a `Promise<Range>` for the location of the quote.
findInPages = ([pageIndex, rest...], quote, position) ->
unless pageIndex?
return Promise.reject(new Error('Quote not found'))
attempt = (info) ->
# Try to find the quote in the current page.
[page, content, offset] = info
root = {textContent: content}
anchor = new TextQuoteAnchor.fromSelector(root, quote)
if position?
hint = position.start - offset
hint = Math.max(0, hint)
hint = Math.min(hint, content.length)
return anchor.toPositionAnchor({hint})
else
return anchor.toPositionAnchor()
next = ->
return findInPages(rest, quote, position)
cacheAndFinish = (anchor) ->
if position
quotePositionCache[quote.exact] ?= {}
quotePositionCache[quote.exact][position.start] = {page, anchor}
return anchorByPosition(page, anchor)
page = getPage(pageIndex)
content = getPageTextContent(pageIndex)
offset = getPageOffset(pageIndex)
return Promise.all([page, content, offset])
.then(attempt)
.then(cacheAndFinish)
.catch(next)
# When a position anchor is available, quote search can prioritize pages by
# the position, searching pages outward starting from the page containing the
# expected offset. This should speed up anchoring by searching fewer pages.
prioritizePages = (position) ->
{pagesCount} = PDFViewerApplication.pdfViewer
pageIndices = [0...pagesCount]
sort = (pageIndex) ->
left = pageIndices.slice(0, pageIndex)
right = pageIndices.slice(pageIndex)
result = []
while left.length or right.length
if right.length
result.push(right.shift())
if left.length
result.push(left.pop())
return result
if position?
return findPage(position.start)
.then(({index}) -> return sort(index))
else
return Promise.resolve(pageIndices)
###*
# Anchor a set of selectors.
#
# This function converts a set of selectors into a document range.
# It encapsulates the core anchoring algorithm, using the selectors alone or
# in combination to establish the best anchor within the document.
#
# :param Element root: The root element of the anchoring context.
# :param Array selectors: The selectors to try.
# :param Object options: Options to pass to the anchor implementations.
# :return: A Promise that resolves to a Range on success.
# :rtype: Promise
####
exports.anchor = (root, selectors, options = {}) ->
# Selectors
position = null
quote = null
# Collect all the selectors
for selector in selectors ? []
switch selector.type
when 'TextPositionSelector'
position = selector
when 'TextQuoteSelector'
quote = selector
# Until we successfully anchor, we fail.
promise = Promise.reject('unable to anchor')
# Assert the quote matches the stored quote, if applicable
assertQuote = (range) ->
if quote?.exact? and range.toString() != quote.exact
throw new Error('quote mismatch')
else
return range
if position?
promise = promise.catch ->
return findPage(position.start)
.then ({index, offset, textContent}) ->
page = getPage(index)
start = position.start - offset
end = position.end - offset
length = end - start
assertQuote(textContent.substr(start, length))
anchor = new TextPositionAnchor(root, start, end)
return anchorByPosition(page, anchor, options)
if quote?
promise = promise.catch ->
if position? and quotePositionCache[quote.exact]?[position.start]?
{page, anchor} = quotePositionCache[quote.exact][position.start]
return anchorByPosition(page, anchor, options)
return prioritizePages(position)
.then((pageIndices) -> findInPages(pageIndices, quote, position))
return promise
###*
# Convert a DOM Range object into a set of selectors.
#
# Converts a DOM `Range` object describing a start and end point within a
# `root` `Element` and converts it to a `[position, quote]` tuple of selectors
# which can be saved into an annotation and later passed to `anchor` to map
# the selectors back to a `Range`.
#
# :param Element root: The root Element
# :param Range range: DOM Range object
# :param Object options: Options passed to `TextQuoteAnchor` and
# `TextPositionAnchor`'s `toSelector` methods.
###
exports.describe = (root, range, options = {}) ->
range = new xpathRange.BrowserRange(range).normalize()
startTextLayer = getNodeTextLayer(range.start)
endTextLayer = getNodeTextLayer(range.end)
# XXX: range covers only one page
if startTextLayer isnt endTextLayer
throw new Error('selecting across page breaks is not supported')
startRange = range.limit(startTextLayer)
endRange = range.limit(endTextLayer)
startPageIndex = getSiblingIndex(startTextLayer.parentNode)
endPageIndex = getSiblingIndex(endTextLayer.parentNode)
iter = createNodeIterator.call(document, startTextLayer, NodeFilter.SHOW_TEXT)
start = seek(iter, range.start)
end = seek(iter, range.end) + start + range.end.textContent.length
return getPageOffset(startPageIndex).then (pageOffset) ->
# XXX: range covers only one page
start += pageOffset
end += pageOffset
position = new TextPositionAnchor(root, start, end).toSelector(options)
r = document.createRange()
r.setStartBefore(startRange.start)
r.setEndAfter(endRange.end)
quote = TextQuoteAnchor.fromRange(root, r, options).toSelector(options)
return Promise.all([position, quote])
###*
# Clear the internal caches of page text contents and quote locations.
#
# This exists mainly as a helper for use in tests.
###
exports.purgeCache = ->
pageTextCache = {}
quotePositionCache = {}
src/annotator/anchoring/pdf.js 0 → 100644
View file @ d53e41e8
'use strict';
/* global PDFViewerApplication */
const seek = require('dom-seek');
// `dom-node-iterator` polyfills optional arguments of `createNodeIterator`
// and properties of the returned `NodeIterator` for IE 11 compatibility.
const createNodeIterator = require('dom-node-iterator/polyfill')();
const xpathRange = require('./range');
const html = require('./html');
const RenderingStates = require('../pdfjs-rendering-states');
const { TextPositionAnchor, TextQuoteAnchor } = require('./types');
// Caches for performance.
/**
* Map of page index to page text content as a `Promise<string>`.
*/
let pageTextCache = {};
/**
* 2D map from `[quote][position]` to `{page, anchor}` intended to optimize
* re-anchoring of a pair of quote and position selectors if the position
* selector fails to anchor on its own.
*/
let quotePositionCache = {};
function getSiblingIndex(node) {
return Array.from(node.parentNode.childNodes).indexOf(node);
}
function getNodeTextLayer(node) {
while (!node.classList || !node.classList.contains('page')) {
node = node.parentNode;
}
return node.getElementsByClassName('textLayer')[0];
}
/**
* Returns the view into which a PDF page is drawn.
*
* @param {number} pageIndex
* @return {PDFPageView}
*/
function getPage(pageIndex) {
return PDFViewerApplication.pdfViewer.getPageView(pageIndex);
}
/**
* Return the text of a given PDF page.
*
* @param {number} pageIndex
* @return {Promise<string>}
*/
function getPageTextContent(pageIndex) {
if (pageTextCache[pageIndex]) {
return pageTextCache[pageIndex];
}
// Join together PDF.js `TextItem`s representing pieces of text in a PDF page.
const joinItems = ({ items }) => {
// Skip empty items since PDF.js leaves their text layer divs blank.
// Excluding them makes our measurements match the rendered text layer.
// Otherwise, the selectors we generate would not match this stored text.
// See the `appendText` method of `TextLayerBuilder` in PDF.js.
const nonEmpty = items
.filter(item => /\S/.test(item.str))
.map(item => item.str);
const textContent = nonEmpty.join('');
return textContent;
};
// FIXME - `pdfViewer.getPageTextContent` was removed in recent versions of PDF.js.
pageTextCache[pageIndex] = PDFViewerApplication.pdfViewer
.getPageTextContent(pageIndex)
.then(joinItems);
return pageTextCache[pageIndex];
}
/**
* Return the offset in the text for the whole document at which the text for
* `pageIndex` begins.
*
* @param {number} pageIndex
* @return {Promise<number>} - Character position at which page text starts
*/
function getPageOffset(pageIndex) {
let index = -1;
const next = offset => {
++index;
if (index === pageIndex) {
return Promise.resolve(offset);
}
return getPageTextContent(index).then(textContent =>
next(offset + textContent.length)
);
};
return next(0);
}
/**
* Information about the page where a particular character position in the
* text of the document occurs.
*
* @typedef PageOffset
* @prop {number} index - Index of page containing offset
* @prop {number} offset -
* Character position of the start of `textContent`
* within the full text of the document
* @prop {string} textContent - Full text of page containing offset
*/
/**
* Find the index and text content of a page containing the character position
* `offset` within the complete text of the document.
*
* @param {number} offset
* @return {PageOffset}
*/
function findPage(offset) {
let index = 0;
let total = 0;
// We call `count` once for each page, in order. The passed offset is found on
// the first page where the cumulative length of the text content exceeds the
// offset value.
//
// When we find the page the offset is on, we return an object containing the
// page index, the offset at the start of that page, and the textContent of
// that page.
//
// To understand this a little better, here's a worked example. Imagine a
// document with the following page lengths:
//
// Page 0 has length 100
// Page 1 has length 50
// Page 2 has length 50
//
// Then here are the pages that various offsets are found on:
//
// offset | index
// --------------
// 0 | 0
// 99 | 0
// 100 | 1
// 101 | 1
// 149 | 1
// 150 | 2
const count = textContent => {
const lastPageIndex = PDFViewerApplication.pdfViewer.pagesCount - 1;
if (total + textContent.length > offset || index === lastPageIndex) {
// Offset is in current page.
offset = total;
return Promise.resolve({ index, offset, textContent });
} else {
// Offset is within a subsequent page.
++index;
total += textContent.length;
return getPageTextContent(index).then(count);
}
};
return getPageTextContent(0).then(count);
}
/**
* Locate the DOM Range which a position selector refers to.
*
* If the page is off-screen it may be in an unrendered state, in which case
* the text layer will not have been created. In that case a placeholder
* DOM element is created and the returned range refers to that placeholder.
* In that case, the selector will need to be re-anchored when the page is
* scrolled into view.
*
* @param {PDFPageView} page - The PDF.js viewer page
* @param {TextPositionAnchor} anchor - Anchor to locate in page
* @param {Object} options - Options for `anchor.toSelector`
* @return {Range}
*/
function anchorByPosition(page, anchor, options) {
let renderingDone = false;
if (page.textLayer) {
renderingDone = page.textLayer.renderingDone;
}
if (page.renderingState === RenderingStates.FINISHED && renderingDone) {
// The page has been rendered. Use HTML anchoring to locate the quote in
// the text layer.
const root = page.textLayer.textLayerDiv;
const selector = anchor.toSelector(options);
return html.anchor(root, [selector]);
}
// The page has not been rendered yet. Create a placeholder element and
// anchor to that instead.
const div = page.div || page.el;
let placeholder = div.getElementsByClassName('annotator-placeholder')[0];
if (!placeholder) {
placeholder = document.createElement('span');
placeholder.classList.add('annotator-placeholder');
placeholder.textContent = 'Loading annotations…';
div.appendChild(placeholder);
}
const range = document.createRange();
range.setStartBefore(placeholder);
range.setEndAfter(placeholder);
return range;
}
/**
* Search for a quote in the given pages.
*
* @param {number[]} pageIndexes - Pages to search in priority order
* @param {TextQuoteSelector} quoteSelector
* @param {Object} positionHint - Options to pass to `TextQuoteAnchor#toPositionAnchor`
* @return {Promise<Range>} Location of quote
*/
function findInPages(pageIndexes, quoteSelector, positionHint) {
if (pageIndexes.length === 0) {
// We reached the end of the document without finding a match for the quote.
return Promise.reject(new Error('Quote not found'));
}
const [pageIndex, ...rest] = pageIndexes;
const content = getPageTextContent(pageIndex);
const page = getPage(pageIndex);
const offset = getPageOffset(pageIndex);
const attempt = ([, content, offset]) => {
const root = { textContent: content };
const anchor = TextQuoteAnchor.fromSelector(root, quoteSelector);
if (positionHint) {
let hint = positionHint.start - offset;
hint = Math.max(0, hint);
hint = Math.min(hint, content.length);
return anchor.toPositionAnchor({ hint });
}
return anchor.toPositionAnchor();
};
const next = () => findInPages(rest, quoteSelector, positionHint);
const cacheAndFinish = anchor => {
if (positionHint) {
if (!quotePositionCache[quoteSelector.exact]) {
quotePositionCache[quoteSelector.exact] = {};
}
quotePositionCache[quoteSelector.exact][positionHint.start] = {
page,
anchor,
};
}
return anchorByPosition(page, anchor);
};
// First, get the text offset and other details of the current page.
return Promise.all([page, content, offset])
// Attempt to locate the quote in the current page.
.then(attempt)
// If the quote is located, find the DOM range and return it.
.then(cacheAndFinish)
// If the quote was not found, try the next page.
.catch(next);
}
/**
* Return a list of page indexes to search for a quote in priority order.
*
* When a position anchor is available, quote search can be optimized by
* searching pages nearest the expected position first.
*
* @param [TextPositionAnchor] position
* @return {number[]}
*/
function prioritizePages(position) {
const pageCount = PDFViewerApplication.pdfViewer.pagesCount;
const pageIndices = Array(pageCount)
.fill(0)
.map((_, i) => i);
if (!position) {
return Promise.resolve(pageIndices);
}
// Sort page indexes by offset from `pageIndex`.
function sortPages(pageIndex) {
const left = pageIndices.slice(0, pageIndex);
const right = pageIndices.slice(pageIndex);
const result = [];
while (left.length > 0 || right.length > 0) {
if (right.length) {
result.push(right.shift());
}
if (left.length) {
result.push(left.pop());
}
}
return result;
}
return findPage(position.start).then(({ index }) => sortPages(index));
}
/**
* Anchor a set of selectors to a DOM Range.
*
* @param {HTMLElement} root
* @param {Array} selectors - Selector objects to anchor
* @param {Object} options - Options to pass to selector anchoring
* @return {Promise<Range>}
*/
function anchor(root, selectors, options = {}) {
const position = selectors.find(s => s.type === 'TextPositionSelector');
const quote = selectors.find(s => s.type === 'TextQuoteSelector');
let result = Promise.reject('unable to anchor');
const checkQuote = range => {
if (quote && quote.exact !== range.toString()) {
throw new Error('quote mismatch');
}
return range;
};
if (position) {
result = result.catch(() => {
return findPage(position.start).then(({ index, offset, textContent }) => {
const page = getPage(index);
const start = position.start - offset;
const end = position.end - offset;
const length = end - start;
checkQuote(textContent.substr(start, length));
const anchor = new TextPositionAnchor(root, start, end);
return anchorByPosition(page, anchor, options);
});
});
}
if (quote) {
result = result.catch(() => {
if (
position &&
quotePositionCache[quote.exact] &&
quotePositionCache[quote.exact][position.start]
) {
const { page, anchor } = quotePositionCache[quote.exact][
position.start
];
return anchorByPosition(page, anchor, options);
}
return prioritizePages(position).then(pageIndices => {
return findInPages(pageIndices, quote, position);
});
});
}
return result;
}
/**
* Convert a DOM Range object into a set of selectors.
*
* Converts a DOM `Range` object into a `[position, quote]` tuple of selectors
* which can be saved with an annotation and later passed to `anchor` to
* convert the selectors back to a `Range`.
*
* @param {HTMLElement} root - The root element
* @param {Range} range
* @param {Object} options -
* Options passed to `TextQuoteAnchor` and `TextPositionAnchor`'s
* `toSelector` methods.
* @return {Promise<[TextPositionSelector, TextQuoteSelector]>}
*/
function describe(root, range, options = {}) {
const normalizedRange = new xpathRange.BrowserRange(range).normalize();
const startTextLayer = getNodeTextLayer(normalizedRange.start);
const endTextLayer = getNodeTextLayer(normalizedRange.end);
if (startTextLayer !== endTextLayer) {
return Promise.reject(
new Error('selecting across page breaks is not supported')
);
}
const startRange = normalizedRange.limit(startTextLayer);
const endRange = normalizedRange.limit(endTextLayer);
const startPageIndex = getSiblingIndex(startTextLayer.parentNode);
const iter = createNodeIterator.call(
document,
startTextLayer,
NodeFilter.SHOW_TEXT
);
let startPos = seek(iter, normalizedRange.start);
let endPos =
seek(iter, normalizedRange.end) +
startPos +
normalizedRange.end.textContent.length;
return getPageOffset(startPageIndex).then(pageOffset => {
startPos += pageOffset;
endPos += pageOffset;
const position = new TextPositionAnchor(root, startPos, endPos).toSelector(
options
);
const quoteRange = document.createRange();
quoteRange.setStartBefore(startRange.start);
quoteRange.setEndAfter(endRange.end);
const quote = TextQuoteAnchor.fromRange(
root,
quoteRange,
options
).toSelector(options);
return Promise.all([position, quote]);
});
}
/**
* Clear this module's internal caches.
*
* This exists mainly as a helper for use in tests.
*/
function purgeCache() {
pageTextCache = {};
quotePositionCache = {};
}
module.exports = {
anchor,
describe,
purgeCache,
};
src/annotator/anchoring/test/fake-pdf-viewer-application.js
View file @ d53e41e8
...@@ -108,16 +108,18 @@ function createPage(content, rendered) { ...@@ -108,16 +108,18 @@ function createPage(content, rendered) {
/** /**
* Set the index of the page which is currently visible in the viewport. * Set the index of the page which is currently visible in the viewport.
* *
* The page which is visible will be "rendered" and have a text layer available. * Pages from `index` up to and including `lastRenderedPage` will be
* For other pages, there will only be a placeholder element for the whole page. * "rendered" and have a text layer available. Other pages will be "un-rendered"
* with no text layer available, but only a placeholder element for the whole
* page.
*/ */
FakePDFViewerApplication.prototype.setCurrentPage = function (index) { FakePDFViewerApplication.prototype.setCurrentPage = function (index, lastRenderedPage=index) {
const self = this; const self = this;
this._checkBounds(index); this._checkBounds(index);
const pages = this._content.map(function (text, idx) { const pages = this._content.map(function (text, idx) {
return createPage(text, idx === index /* rendered */); return createPage(text, idx >= index && idx <= lastRenderedPage);
}); });
this._container.innerHTML = ''; this._container.innerHTML = '';
......
src/annotator/anchoring/test/pdf-test.js
View file @ d53e41e8
...@@ -134,6 +134,15 @@ describe('annotator.anchoring.pdf', function () { ...@@ -134,6 +134,15 @@ describe('annotator.anchoring.pdf', function () {
assert.equal(position.end, expectedPos + quote.length); assert.equal(position.end, expectedPos + quote.length);
}); });
}); });
it('rejects when text selection spans multiple pages', () => {
viewer.setCurrentPage(2, 3);
const range = findText(container, 'occupied again? NODE A');
return pdfAnchoring.describe(container, range).catch(err => {
assert.equal(err.message, 'selecting across page breaks is not supported');
});
});
}); });
describe('#anchor', function () { describe('#anchor', function () {
...@@ -203,6 +212,41 @@ describe('annotator.anchoring.pdf', function () { ...@@ -203,6 +212,41 @@ describe('annotator.anchoring.pdf', function () {
assert.equal(anchoredRange.toString(), 'Loading annotations…'); assert.equal(anchoredRange.toString(), 'Loading annotations…');
}); });
}); });
it('rejects if quote cannot be anchored', () => {
viewer.setCurrentPage(2);
const selectors = [{
type: 'TextQuoteSelector',
exact: 'phrase that does not exist in the PDF',
}];
return pdfAnchoring.anchor(container, selectors)
.catch(err => {
assert.equal(err.message, 'Quote not found');
});
});
it('re-anchors successfully using caches', () => {
viewer.setCurrentPage(2);
const range = findText(container, 'said his lady');
let selectors;
return pdfAnchoring.describe(container, range).then(selectors_ => {
selectors = selectors_;
// Adjust the position selector so that anchoring fails, and a fallback
// to the quote selector is required.
const position = selectors.find(s => s.type === 'TextPositionSelector');
position.start += 100;
position.end += 100;
return pdfAnchoring.anchor(container, selectors);
}).then(() => {
// Anchor again using the same selectors. This time anchoring will
// use the existing cache.
return pdfAnchoring.anchor(container, selectors);
}).then(range => {
assert.equal(range.toString(), 'said his lady');
});
});
}); });
}); });
src/shared/polyfills.js
View file @ d53e41e8
...@@ -5,6 +5,7 @@ require('core-js/es6/promise'); ...@@ -5,6 +5,7 @@ require('core-js/es6/promise');
require('core-js/es6/map'); require('core-js/es6/map');
require('core-js/es6/set'); require('core-js/es6/set');
require('core-js/es6/symbol'); require('core-js/es6/symbol');
require('core-js/fn/array/fill');
require('core-js/fn/array/find'); require('core-js/fn/array/find');
require('core-js/fn/array/find-index'); require('core-js/fn/array/find-index');
require('core-js/fn/array/from'); require('core-js/fn/array/from');
......
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