mirror of
https://github.com/jzillmann/pdf-to-markdown.git
synced 2024-11-21 23:33:31 +01:00
Add DetectHeaders transformation
- This is mainly code from 2 years ago (was in the stash) - The tests were green but failing now because of recent changes - Plan is to first move all files to the root to then be able to debug the tests better
This commit is contained in:
Johannes Zillmann
parent
125d4f3079
commit
7f5f4d7071
@ -11,6 +11,7 @@ import ChangeTracker from './debug/ChangeTracker';
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import PageViewport from './parse/PageViewport';
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import Globals from './Globals';
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// TODO only cache the parse ?
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export default class Debugger {
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private transformers: ItemTransformer[];
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private stageResultCache: StageResult[];
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22
core/src/support/Range.ts
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22
core/src/support/Range.ts
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@ -0,0 +1,22 @@
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import { ascending } from './groupingUtils';
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import { medianSorted } from 'simple-statistics';
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export default class Range {
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constructor(public min: number, public median: number, public max: number) {}
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description() {
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return `${this.median}(${this.min}/${this.max})`;
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}
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}
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export function fromMiddle(middle: number, maxDeviation: number) {
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return new Range(middle - maxDeviation, middle, middle + maxDeviation);
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}
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export function deriveFromUnsorted(numbers: number[]) {
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numbers.sort(ascending);
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const median = medianSorted(numbers);
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const min = numbers[0];
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const max = numbers[numbers.length - 1];
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return new Range(min, median, max);
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}
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@ -18,6 +18,8 @@ export const MIN_Y = new GlobalDefinition<number>('minY');
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export const MAX_Y = new GlobalDefinition<number>('maxY');
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export const MAX_HEIGHT = new GlobalDefinition<number>('maxHeight');
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export const MOST_USED_HEIGHT = new GlobalDefinition<number>('mostUsedHeight');
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export const MOST_USED_DISTANCE = new GlobalDefinition<number>('mostUsedDistance');
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export const MOST_USED_FONT = new GlobalDefinition<string>('mostUsedFont');
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export const PAGE_MAPPING = new GlobalDefinition<PageMapping>('pageMapping');
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const config = {
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@ -30,11 +32,11 @@ export default class CalculateStatistics extends ItemTransformer {
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super('Calculate Statistics', 'Calculate global statistics that are used in downstream transformers', {
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requireColumns: ['str', 'fontName', 'y', 'height'],
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producesGlobels: [
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'mostUsedHeight',
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'mostUsedFont',
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'mostUsedDistance',
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'maxHeight',
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'maxHeightFont',
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MIN_X.key, //TODO
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MOST_USED_HEIGHT.key,
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MOST_USED_FONT.key,
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MOST_USED_DISTANCE.key,
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MAX_HEIGHT.key,
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'fontToFormats',
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],
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debug: {
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@ -44,9 +46,17 @@ export default class CalculateStatistics extends ItemTransformer {
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}
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transform(context: TransformContext, items: Item[]): ItemResult {
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// www.30secondsofcode.org/js/s/frequencies
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// www.30secondsofcode.org/js/s/group-by
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// TODO
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// filter out title pages
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// filter out <= most used keys + x = 3
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// ckmeans(6)
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const heights = items.map((item) => item.data['height'] as number);
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const mostUsedByMedian = median(heights);
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// const heightToOccurrence: { [key: string]: number } = {};
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const heightToOccurrence = {};
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const fontToOccurrence = {};
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let maxHeight = 0;
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@ -102,7 +112,7 @@ export default class CalculateStatistics extends ItemTransformer {
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}
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page = item.page;
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});
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// const mostUsedDistance = parseInt(getMostUsedKey(distanceToOccurrence));
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const mostUsedDistance = parseInt(getMostUsedKey(distanceToOccurrence));
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const fontIdToName: string[] = [];
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const fontToType = new Map<string, FontType>();
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@ -121,6 +131,8 @@ export default class CalculateStatistics extends ItemTransformer {
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globals: [
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MAX_HEIGHT.value(maxHeight),
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MOST_USED_HEIGHT.value(mostUsedByMedian),
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MOST_USED_DISTANCE.value(mostUsedDistance),
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MOST_USED_FONT.value(mostUsedFont),
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MIN_X.value(minX),
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MAX_X.value(maxX),
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MIN_Y.value(minY),
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189
core/src/transformer/DetectHeaders.ts
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189
core/src/transformer/DetectHeaders.ts
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@ -0,0 +1,189 @@
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import Item from '../Item';
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import ItemResult from '../ItemResult';
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import ItemTransformer from './ItemTransformer';
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import TransformContext from './TransformContext';
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import LineItemMerger from '../debug/LineItemMerger';
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import { groupByLine, onlyUniques } from '../support/groupingUtils';
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import { MAX_HEIGHT, MOST_USED_DISTANCE, MOST_USED_FONT, MOST_USED_HEIGHT } from './CacluclateStatistics';
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import { HEADLINE_TYPE_TO_HEIGHT_RANGE, TOC_GLOBAL } from './DetectToc';
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import ItemType from '../ItemType';
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import { flatten } from '../support/functional';
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import { itemWithType } from '../support/items';
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const config = {
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// How much taller a text must be to be a headline (relative to mostUsedHeight)
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// TODO sync with DetectHeadline ??
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minHeadlineDistance: 1.3,
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};
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export default class DetectHeaders extends ItemTransformer {
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constructor() {
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super('Detect Headers', 'Detect Headers from Level 1 to 6', {
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requireColumns: ['str', 'y', 'height', 'line', 'fontName'],
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debug: {
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// showAll: true,
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itemMerger: new LineItemMerger(false),
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},
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});
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}
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transform(context: TransformContext, inputItems: Item[]): ItemResult {
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const maxHeight = context.getGlobal(MAX_HEIGHT);
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const mostUsedHeight = context.getGlobal(MOST_USED_HEIGHT);
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const mostUsedDistance = context.getGlobal(MOST_USED_DISTANCE);
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const mostUsedFont = context.getGlobal(MOST_USED_FONT);
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const toc = context.getGlobalOptionally(TOC_GLOBAL);
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const headlineTypeToHeightRange = context.getGlobalOptionally(HEADLINE_TYPE_TO_HEIGHT_RANGE);
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const itemsByLine = groupByLine(inputItems);
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const itemToLevel: Map<string, ItemType> = new Map();
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// Handle title pages: Title pages often have multiple lines of extraordinary height.
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// Starting the leveling here would already consume most of the available headline levels.
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// Thus we handle those pages seperatly and make the biggest lines #1 and all others #2.
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const maxTitlePage = toc ? toc.startPage() : Math.min(5, context.pageCount - 3);
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let detectedHeaders = detectTitlePageHeaders(
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inputItems,
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itemsByLine,
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maxTitlePage,
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mostUsedHeight,
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maxHeight,
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itemToLevel,
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);
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if (toc && headlineTypeToHeightRange) {
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//Use existing headline heights to find additional headlines
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const headlineTypes = Object.keys(headlineTypeToHeightRange) as ItemType[];
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headlineTypes.forEach((headlineType) => {
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const range = headlineTypeToHeightRange[headlineType];
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if (range.max > mostUsedHeight) {
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//use only very clear headlines, only use max
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inputItems.forEach((item) => {
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const itemHeight = item.data['height'];
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const types: ItemType[] = item.data['types'] || [];
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const isHeader =
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types.includes(ItemType.H1) ||
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types.includes(ItemType.H2) ||
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types.includes(ItemType.H3) ||
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types.includes(ItemType.H4) ||
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types.includes(ItemType.H5) ||
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types.includes(ItemType.H6);
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if (!isHeader && itemHeight === range.max) {
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itemToLevel.set(item.uuid, headlineType);
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detectedHeaders++;
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}
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});
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}
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});
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} else {
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//Categorize headlines by the text heights
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const heights: number[] = [];
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itemsByLine
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.filter((lineItems) => !itemToLevel.has(lineItems[0].uuid))
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.map((lineItems) => {
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const maxHeight = Math.max(...lineItems.map((item) => item.data['height']));
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if (maxHeight > mostUsedHeight * config.minHeadlineDistance && !heights.includes(maxHeight)) {
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heights.push(maxHeight);
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}
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});
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const heightToHeadline: Map<number, ItemType> = new Map();
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heights.sort((a, b) => b - a);
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heights.forEach((height, i) => {
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const headlineLevel = i + 2;
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if (headlineLevel <= 6) {
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const headlineType = ItemType.header(2 + i);
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heightToHeadline.set(height, headlineType);
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}
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});
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itemsByLine
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.filter((lineItems) => !itemToLevel.has(lineItems[0].uuid))
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.forEach((lineItems) => {
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const maxHeight = Math.max(...lineItems.map((item) => item.data['height']));
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const types = flatten(lineItems.map((item) => item.data['types'] || [])).filter(onlyUniques);
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const headlineType = heightToHeadline.get(maxHeight);
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if (headlineType && !types.includes(ItemType.H1) && !types.includes(ItemType.H2)) {
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lineItems.forEach((item) => itemToLevel.set(item.uuid, headlineType));
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detectedHeaders++;
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}
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});
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}
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// TODO find headlines which have paragraph height
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// var smallesHeadlineLevel = 1;
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// parseResult.pages.forEach((page) => {
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// page.items.forEach((item) => {
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// if (item.type && item.type.headline) {
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// smallesHeadlineLevel = Math.max(smallesHeadlineLevel, item.type.headlineLevel);
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// }
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// });
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// });
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// if (smallesHeadlineLevel < 6) {
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// const nextHeadlineType = headlineByLevel(smallesHeadlineLevel + 1);
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// parseResult.pages.forEach((page) => {
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// var lastItem;
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// page.items.forEach((item) => {
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// if (
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// !item.type &&
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// item.height == mostUsedHeight &&
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// item.font !== mostUsedFont &&
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// (!lastItem ||
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// lastItem.y < item.y ||
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// (lastItem.type && lastItem.type.headline) ||
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// lastItem.y - item.y > mostUsedDistance * 2) &&
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// item.text() === item.text().toUpperCase()
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// ) {
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// detectedHeaders++;
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// item.annotation = DETECTED_ANNOTATION;
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// item.type = nextHeadlineType;
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// }
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// lastItem = item;
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// });
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// });
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// }
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return {
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items: inputItems.map((item) => {
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const headerType = itemToLevel.get(item.uuid);
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if (headerType) {
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return itemWithType(item, headerType);
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}
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return item;
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}),
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messages: [`Detected ${detectedHeaders} headers`],
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};
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}
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}
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function detectTitlePageHeaders(
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inputItems: Item[],
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itemsByLine: Item[][],
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maxTitlePage: number,
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mostUsedHeight: number,
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maxHeight: number,
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itemToLevel: Map<string, ItemType>,
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): number {
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const min2ndLevelHeaderHeigthOnMaxPage = mostUsedHeight + (maxHeight - mostUsedHeight) / 4;
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const pagesHavingMaxHeightItems = inputItems
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.filter((item) => item.page <= maxTitlePage)
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.filter((item) => item.data['height'] === maxHeight)
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.map((item) => item.page)
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.filter(onlyUniques);
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let detectedHeaders = 0;
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itemsByLine
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.filter((items) => pagesHavingMaxHeightItems.includes(items[0].page))
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.forEach((lineItems) => {
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const height = Math.max(...lineItems.map((item) => item.data['height']));
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if (height > min2ndLevelHeaderHeigthOnMaxPage) {
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if (height == maxHeight) {
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lineItems.forEach((item) => itemToLevel.set(item.uuid, ItemType.H1));
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} else {
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lineItems.forEach((item) => itemToLevel.set(item.uuid, ItemType.H2));
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}
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detectedHeaders++;
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}
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});
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return detectedHeaders;
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}
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@ -23,6 +23,11 @@ import FontType, { declaredFontTypes } from '../FontType';
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import { flatten, groupBy } from '../support/functional';
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import { getHeight, getText, getFontName, itemWithType } from '../support/items';
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export interface HeadlineRange {
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min: number;
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max: number;
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}
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const config = {
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// How many characters a line with a ending number needs to have minimally to be a valid link
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linkMinLength: 4,
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@ -33,6 +38,9 @@ const config = {
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};
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export const TOC_GLOBAL = new GlobalDefinition<TOC>('toc');
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export const HEADLINE_TYPE_TO_HEIGHT_RANGE = new GlobalDefinition<Record<string, HeadlineRange>>(
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'headlineTypeToHeightRange',
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);
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export default class DetectToc extends ItemTransformer {
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constructor() {
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@ -41,7 +49,7 @@ export default class DetectToc extends ItemTransformer {
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'Detect table of contents.',
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{
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requireColumns: ['x', 'y', 'str', 'line'],
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producesGlobels: [TOC_GLOBAL.key],
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producesGlobels: [TOC_GLOBAL.key, HEADLINE_TYPE_TO_HEIGHT_RANGE.key],
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debug: {
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itemMerger: new LineItemMerger(),
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},
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@ -78,30 +86,43 @@ export default class DetectToc extends ItemTransformer {
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);
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const tocHeadline = findTocHeadline(context.fontMap, mostUsedHeight, tocArea, itemsInTocArea, tocItemUuids);
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const isDefined = <T>(items: T | undefined): items is T => {
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return !!items;
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};
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const foundHeadlines = rawTocEntries
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.map((rawEntry, index) => {
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const itemType = headlineLevels[index];
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const uuids = findHeadline(
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context.fontMap,
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inputItems,
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mostUsedHeight,
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rawEntry.linkedPage,
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rawEntry.linkedPage - pageMapping.pageFactor,
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rawEntry.entryLines,
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);
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if (uuids) {
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return {
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level: itemType,
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uuids,
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} as Headline;
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const notFoundHeadlines: RawTocEntry[] = [];
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const foundHeadlines: Headline[] = [];
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const headlineTypeToHeightRange: Record<string, HeadlineRange> = {}; //H1={min:23, max:25}
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rawTocEntries.forEach((rawEntry, index) => {
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const itemType = headlineLevels[index];
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const uuids = findHeadline(
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context.fontMap,
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inputItems,
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mostUsedHeight,
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rawEntry.linkedPage,
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rawEntry.linkedPage - pageMapping.pageFactor,
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rawEntry.entryLines,
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);
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if (uuids) {
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foundHeadlines.push({ level: itemType, uuids });
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// add headline height
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const headlineHeight = inputItems
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.filter((item) => uuids.has(item.uuid))
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.reduce((maxHeight, item) => Math.max(maxHeight, item.data['height']), 0);
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let range = headlineTypeToHeightRange[itemType];
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if (range) {
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range.min = Math.min(range.min, headlineHeight);
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range.max = Math.max(range.max, headlineHeight);
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} else {
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range = {
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min: headlineHeight,
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max: headlineHeight,
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};
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headlineTypeToHeightRange[itemType] = range;
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}
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return undefined;
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})
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.filter(isDefined);
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} else {
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notFoundHeadlines.push(rawEntry);
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}
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});
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const headlineUuidToLevelMap = foundHeadlines.reduce((uidToLevel, headline) => {
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headline.uuids.forEach((uuid) => {
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@ -115,6 +136,7 @@ export default class DetectToc extends ItemTransformer {
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return allLevels;
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}, new Set<ItemType>());
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const tocHeadlineUuids = new Set(tocHeadline.map((item) => item.uuid));
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return {
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items: inputItems
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.filter((item) => !tocHeadlineUuids.has(item.uuid))
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@ -130,7 +152,10 @@ export default class DetectToc extends ItemTransformer {
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`Detected and removed ${rawTocEntries.length} TOC entries`,
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`Found ${foundHeadlines.length} matching headlines`,
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],
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globals: [TOC_GLOBAL.value(new TOC(tocHeadline, tocArea.pages, headlineTypes))],
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globals: [
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TOC_GLOBAL.value(new TOC(tocHeadline, tocArea.pages, headlineTypes)),
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HEADLINE_TYPE_TO_HEIGHT_RANGE.value(headlineTypeToHeightRange),
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],
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};
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}
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}
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@ -29,6 +29,8 @@
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"globals": {
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"maxHeight": 66,
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"mostUsedHeight": 8.5,
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"mostUsedDistance": 9,
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"mostUsedFont": "g_d1_f198",
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"minX": 41.38153078000005,
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"maxX": 400.56930541,
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"minY": 36.71720123,
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@ -0,0 +1,84 @@
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{
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"pages": 526,
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"items": 52758,
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"groupedItems": 31211,
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"changes": 104,
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"schema": [
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{
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"name": "line"
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},
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{
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"name": "types"
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},
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{
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"name": "x"
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},
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{
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"name": "y"
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},
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{
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"name": "width"
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},
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{
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"name": "height"
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},
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{
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"name": "str"
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},
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{
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"name": "fontName"
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},
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{
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"name": "dir"
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}
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],
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"globals": {}
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}
|
||||
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|
||||
53
examples/Alice-In-Wonderland/detectHeaders.json
Normal file
53
examples/Alice-In-Wonderland/detectHeaders.json
Normal file
@ -0,0 +1,53 @@
|
||||
{
|
||||
"pages": 75,
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
{
|
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||||
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|
||||
{
|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
{
|
||||
"name": "dir"
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||||
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||||
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||||
"globals": {}
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||||
}
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||||
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{"page":70,"change":"ContentChange","types":["H2"],"str":"Chapter XII","dir":"ltr","width":"131.50","height":"24.79","transform":["24.79","0.00","0.00","24.79","102.88","623.57"],"fontName":"TBCMKD+NimbusRomNo9L-Medi","x":102.884,"y":623.565,"line":0}
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|
||||
54
examples/CC-NC_Leitfaden/detectHeaders.json
Normal file
54
examples/CC-NC_Leitfaden/detectHeaders.json
Normal file
@ -0,0 +1,54 @@
|
||||
{
|
||||
"pages": 24,
|
||||
"items": 1264,
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||||
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|
||||
{"page":0,"change":"ContentChange","types":["H3"],"str":"Freies Wissen dank ","dir":"ltr","width":"178.49","height":"15.22","transform":["10.76","10.76","-10.76","10.76","123.28","395.24"],"fontName":"QMZZIE+AvenirLTStd-Black","x":123.278,"y":395.2377,"line":0}
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{"page":1,"change":"ContentChange","types":["H4"],"str":"CC-Lizenzen","dir":"ltr","width":"100.79","height":"14.00","transform":["14.00","0.00","0.00","14.00","34.02","512.47"],"fontName":"QMZZIE+AvenirLTStd-Black","x":34.0158,"y":512.4728,"line":26}
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||||
{"page":7,"change":"ContentChange","types":["H2"],"str":"2","dir":"ltr","width":"14.21","height":"24.00","transform":["24.00","0.00","0.00","24.00","215.76","503.81"],"fontName":"QMZZIE+AvenirLTStd-Black","x":215.7638,"y":503.8094,"line":37}
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{"page":10,"change":"ContentChange","types":["H2"],"str":"5","dir":"ltr","width":"14.21","height":"24.00","transform":["24.00","0.00","0.00","24.00","34.02","345.93"],"fontName":"QMZZIE+AvenirLTStd-Black","x":34.0157,"y":345.9292,"line":11}
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{"page":13,"change":"ContentChange","types":["H2"],"str":"8","dir":"ltr","width":"14.21","height":"24.00","transform":["24.00","0.00","0.00","24.00","34.02","429.93"],"fontName":"QMZZIE+AvenirLTStd-Black","x":34.0157,"y":429.9292,"line":5}
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{"page":22,"change":"ContentChange","types":["H4"],"str":"Paul Klimpel","dir":"ltr","width":"70.42","height":"14.00","transform":["14.00","0.00","0.00","14.00","215.88","230.93"],"fontName":"QMZZIE+AGaramond-Italic","x":215.8819,"y":230.9291,"line":53}
|
||||
38
examples/CC_License_Agreement_of_siMPle/detectHeaders.json
Normal file
38
examples/CC_License_Agreement_of_siMPle/detectHeaders.json
Normal file
@ -0,0 +1,38 @@
|
||||
{
|
||||
"pages": 7,
|
||||
"items": 483,
|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
"name": "types"
|
||||
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|
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{
|
||||
"name": "x"
|
||||
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|
||||
{
|
||||
"name": "y"
|
||||
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|
||||
{
|
||||
"name": "width"
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||||
},
|
||||
{
|
||||
"name": "height"
|
||||
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|
||||
{
|
||||
"name": "str"
|
||||
},
|
||||
{
|
||||
"name": "fontName"
|
||||
},
|
||||
{
|
||||
"name": "dir"
|
||||
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|
||||
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|
||||
"globals": {}
|
||||
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|
||||
{"page":0,"change":"ContentChange","types":["H1"],"str":"Creative Commons Attribution - ShareAlike 4.0 ","line":3,"x":56.7,"y":729.36,"width":"390.17","height":"16.02","fontName":["BCDGEE+Montserrat-Bold"],"dir":["ltr"]}
|
||||
{"page":0,"change":"ContentChange","types":["H1"],"str":"International Public License Agreement of siMPle –","line":4,"x":56.7,"y":709.86,"width":"458.94","height":"16.02","fontName":["BCDGEE+Montserrat-Bold","BCDIEE+Montserrat-Bold"],"dir":["ltr"]}
|
||||
38
examples/Closed-Syllables/detectHeaders.json
Normal file
38
examples/Closed-Syllables/detectHeaders.json
Normal file
@ -0,0 +1,38 @@
|
||||
{
|
||||
"pages": 19,
|
||||
"items": 1365,
|
||||
"groupedItems": 1171,
|
||||
"changes": 5,
|
||||
"schema": [
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||||
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|
||||
"name": "line"
|
||||
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|
||||
{
|
||||
"name": "types"
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||||
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|
||||
{
|
||||
"name": "x"
|
||||
},
|
||||
{
|
||||
"name": "y"
|
||||
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||||
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|
||||
"name": "width"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
"name": "str"
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
{
|
||||
"name": "dir"
|
||||
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||||
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|
||||
"globals": {}
|
||||
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|
||||
{"page":0,"change":"ContentChange","types":["H1"],"str":"Drill Bits","dir":"ltr","width":"60.68","height":"18.00","transform":["18.00","0.00","0.00","18.00","72.02","702.82"],"fontName":"ABCDEE+Calibri","x":72.024,"y":702.82,"line":3}
|
||||
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|
||||
44
examples/ExamplePdf/detectHeaders.json
Normal file
44
examples/ExamplePdf/detectHeaders.json
Normal file
@ -0,0 +1,44 @@
|
||||
{
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41
examples/Flash-Masques-Temperature/detectHeaders.json
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41
examples/Flash-Masques-Temperature/detectHeaders.json
Normal file
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131
examples/Grammar-Matters/detectHeaders.json
Normal file
131
examples/Grammar-Matters/detectHeaders.json
Normal file
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43
examples/Life-Of-God-In-Soul-Of-Man/detectHeaders.json
Normal file
43
examples/Life-Of-God-In-Soul-Of-Man/detectHeaders.json
Normal file
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105
examples/Made-with-cc/detectHeaders.json
Normal file
105
examples/Made-with-cc/detectHeaders.json
Normal file
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76
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76
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48
examples/St-Mary-Witney-Social-Audit/detectHeaders.json
Normal file
48
examples/St-Mary-Witney-Social-Audit/detectHeaders.json
Normal file
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41
examples/The-Art-of-Public-Speaking/detectHeaders.json
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41
examples/The-Art-of-Public-Speaking/detectHeaders.json
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36
examples/The-Man-Without-A-Body/detectHeaders.json
Normal file
36
examples/The-Man-Without-A-Body/detectHeaders.json
Normal file
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43
examples/The-War-of-the-Worlds/detectHeaders.json
Normal file
43
examples/The-War-of-the-Worlds/detectHeaders.json
Normal file
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40
examples/Tragedy-Of-The-Commons/detectHeaders.json
Normal file
40
examples/Tragedy-Of-The-Commons/detectHeaders.json
Normal file
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|
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58
examples/Watered-Soul-Blog-Book/detectHeaders.json
Normal file
58
examples/Watered-Soul-Blog-Book/detectHeaders.json
Normal file
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88
examples/WoodUp/detectHeaders.json
Normal file
88
examples/WoodUp/detectHeaders.json
Normal file
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38
examples/compressed.tracemonkey-pldi-09/detectHeaders.json
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38
examples/compressed.tracemonkey-pldi-09/detectHeaders.json
Normal file
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98
examples/dict/detectHeaders.json
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98
examples/dict/detectHeaders.json
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||||
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