From 61b67c3d92d0fb99ecd5c4a4e3249d40c5c91384 Mon Sep 17 00:00:00 2001 From: Alex Bostock Date: Tue, 9 Jul 2024 11:50:34 +0100 Subject: [PATCH 1/2] feat: optionally expand MERGED_CELL blocks from table analysis --- src/Document.ts | 8 +- src/Page.ts | 10 +- src/Table/Table.ts | 49 +- tests/all.test.ts | 20 + tests/merged/blocks.json | 2309 +++++++++++++++++++++++++++++ tests/merged/withExpansion.txt | 17 + tests/merged/withoutExpansion.txt | 17 + 7 files changed, 2422 insertions(+), 8 deletions(-) create mode 100755 tests/merged/blocks.json create mode 100644 tests/merged/withExpansion.txt create mode 100644 tests/merged/withoutExpansion.txt diff --git a/src/Document.ts b/src/Document.ts index ccb2c9b..3e8e7c2 100644 --- a/src/Document.ts +++ b/src/Document.ts @@ -28,13 +28,15 @@ export class Document { pages: Page[]; blocks: BlockStruct[]; blockMap: BlockMap; + options: { expandMergedTableCells?: boolean } | undefined; /** * @param blocks - Block objects as returned by Textract * @throws {ParseError} - If the blocks are not valid * @throws {UnknownError} - If an unknown error occurs */ - constructor(blocks: BlockStruct[]) { + constructor(blocks: BlockStruct[], options?: { expandMergedTableCells?: boolean }) { + this.options = options; try { const ret = BlockStructSchema.array().safeParse(blocks); if (!ret.success) { @@ -74,14 +76,14 @@ export class Document { for (const b of this.blocks) { if (b.BlockType === 'PAGE') { if (blocks.length > 0) { - this.pages.push(new Page(blocks, this.blockMap)); + this.pages.push(new Page(blocks, this.blockMap, this.options)); } blocks = []; } blocks.push(b); } if (blocks.length > 0) { - this.pages.push(new Page(blocks, this.blockMap)); + this.pages.push(new Page(blocks, this.blockMap, this.options)); } } diff --git a/src/Page.ts b/src/Page.ts index 6b914be..00f3942 100644 --- a/src/Page.ts +++ b/src/Page.ts @@ -14,8 +14,14 @@ export class Page { geometry?: Geometry; id: string; content: (Line | Table | Form | Field)[]; + options: { expandMergedTableCells?: boolean } | undefined; - constructor(blocks: BlockStruct[], blockMap: BlockMap) { + constructor( + blocks: BlockStruct[], + blockMap: BlockMap, + options?: { expandMergedTableCells?: boolean } + ) { + this.options = options; this.blocks = blocks; this.text = ''; this.lines = []; @@ -48,7 +54,7 @@ export class Page { break; } case 'TABLE': { - const tbl = new Table(b, blockMap); + const tbl = new Table(b, blockMap, this.options); this.tables.push(tbl); this.content.push(tbl); break; diff --git a/src/Table/Table.ts b/src/Table/Table.ts index f4d83b8..63ffb50 100644 --- a/src/Table/Table.ts +++ b/src/Table/Table.ts @@ -2,7 +2,7 @@ import { Geometry } from '../Geometry/index.js'; import { Cell } from './Cell.js'; import { Row } from './Row.js'; -import type { BlockMap, CellBlock, TableBlock } from '../BlockStruct.js'; +import type { BlockMap, CellBlock, MergedCellBlock, TableBlock } from '../BlockStruct.js'; export class Table { block: TableBlock; @@ -10,8 +10,11 @@ export class Table { geometry: Geometry; id: string; rows: Row[]; - - constructor(block: TableBlock, blockMap: BlockMap) { + constructor( + block: TableBlock, + blockMap: BlockMap, + options?: { expandMergedTableCells?: boolean } + ) { this.block = block; this.confidence = block.Confidence; this.geometry = new Geometry(block.Geometry); @@ -39,6 +42,46 @@ export class Table { } } } + + if (options?.expandMergedTableCells) { + this.expandMergedCells(block, blockMap); + } + } + + expandMergedCells(block: TableBlock, blockMap: BlockMap) { + const cellIDToContent = new Map(); + + const mergedCells = block.Relationships.filter(({ Type }) => Type === 'MERGED_CELL').flatMap( + ({ Ids }) => + Ids.map((id) => blockMap.get(id)).filter( + (block): block is MergedCellBlock => block?.BlockType === 'MERGED_CELL' + ) + ); + + for (const mergedCell of mergedCells) { + const cells = mergedCell.Relationships?.filter((rs) => rs.Type === 'CHILD') + .flatMap((rs) => rs.Ids.map((id) => blockMap.get(id))) + .filter((block): block is CellBlock => block?.BlockType === 'CELL'); + if (!cells) { + continue; + } + const mergedContent: string[] = []; + for (const cell of cells) { + mergedContent.push(new Cell(cell, blockMap).text); + } + for (const cell of cells) { + cellIDToContent.set(cell.Id, mergedContent.join(' ')); + } + } + + for (const row of this.rows) { + for (const cell of row.cells) { + const overrideContent = cellIDToContent.get(cell.id); + if (overrideContent) { + cell.text = overrideContent; + } + } + } } toString() { diff --git a/tests/all.test.ts b/tests/all.test.ts index 1b81bc8..b0568e0 100644 --- a/tests/all.test.ts +++ b/tests/all.test.ts @@ -40,3 +40,23 @@ describe('Rows from table created correctly', () => { } }); }); + +describe('MERGED_CELL expansion', () => { + it('ignores MERGED_CELL blocks by default', async () => { + const expected = await readFile(join(root, 'merged', 'withoutExpansion.txt'), 'utf8'); + const blocks = JSON.parse(await readFile(join(root, 'merged', 'blocks.json'), 'utf8')); + + const doc = new Document(blocks); + + expect(doc.pages?.[0]?.tables?.[0]?.toString()).toEqual(expected); + }); + + it('merges content of cells with `expandMergedTableCells` option', async () => { + const expected = await readFile(join(root, 'merged', 'withExpansion.txt'), 'utf8'); + const blocks = JSON.parse(await readFile(join(root, 'merged', 'blocks.json'), 'utf8')); + + const doc = new Document(blocks, { expandMergedTableCells: true }); + + expect(doc.pages?.[0]?.tables?.[0]?.toString()).toEqual(expected); + }); +}); diff --git a/tests/merged/blocks.json b/tests/merged/blocks.json new file mode 100755 index 0000000..ad6c8d5 --- /dev/null +++ b/tests/merged/blocks.json @@ -0,0 +1,2309 @@ +[ + { + "BlockType": "PAGE", + "ColumnIndex": null, + "ColumnSpan": null, + "Confidence": null, + "EntityTypes": null, + "Geometry": { + "BoundingBox": { "Height": 1, "Left": 0, "Top": 0, "Width": 1 }, + "Polygon": [ + { "X": 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"TextType": null + } +] diff --git a/tests/merged/withExpansion.txt b/tests/merged/withExpansion.txt new file mode 100644 index 0000000..f78d8d1 --- /dev/null +++ b/tests/merged/withExpansion.txt @@ -0,0 +1,17 @@ +Table +========== +Row +========== +[][Old][Old][New][New] +Row +========== +[][Revenue][Profit][Revenue][Profit] +Row +========== +[January][1][2][3][4] +Row +========== +[February][5][6][7][8] +Row +========== +[February][9][10][11][12] \ No newline at end of file diff --git a/tests/merged/withoutExpansion.txt b/tests/merged/withoutExpansion.txt new file mode 100644 index 0000000..40a0910 --- /dev/null +++ b/tests/merged/withoutExpansion.txt @@ -0,0 +1,17 @@ +Table +========== +Row +========== +[][Old][][New][] +Row +========== +[][Revenue][Profit][Revenue][Profit] +Row +========== +[January][1][2][3][4] +Row +========== +[February][5][6][7][8] +Row +========== +[][9][10][11][12] \ No newline at end of file From eaed77596990de32c6b3ccca072ffbea1da045cc Mon Sep 17 00:00:00 2001 From: Alex Bostock Date: Tue, 9 Jul 2024 11:53:05 +0100 Subject: [PATCH 2/2] Minify test json --- tests/merged/blocks.json | 2310 +------------------------------------- 1 file changed, 1 insertion(+), 2309 deletions(-) diff --git a/tests/merged/blocks.json b/tests/merged/blocks.json index ad6c8d5..c6209d9 100755 --- a/tests/merged/blocks.json +++ b/tests/merged/blocks.json @@ -1,2309 +1 @@ -[ - { - "BlockType": "PAGE", - "ColumnIndex": null, - "ColumnSpan": null, - "Confidence": null, - "EntityTypes": null, - "Geometry": { - "BoundingBox": { "Height": 1, "Left": 0, "Top": 0, "Width": 1 }, - "Polygon": [ - { "X": 0.0000014045730267753243, "Y": 0 }, - { "X": 1, "Y": 0.0000013562021194957197 }, - { "X": 1, "Y": 1 }, - { "X": 0, "Y": 1 } - ] - }, - "Hint": null, - "Id": "2ca43605-a259-4bb2-9da6-d76533490fb1", - "Page": 1, - "PageClassification": null, - "Query": null, - "Relationships": [ - { - "Ids": [ - "f8ea88d5-3763-4be2-81d7-6c525c64ff31", - 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