mirror of
https://github.com/docling-project/docling.git
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00d9405b0a
* feat: Implement csv backend and format detection Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com> * test: Implement csv parsing and format tests Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com> * docs: Add example and CSV format documentation Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com> * feat: Add support for various CSV dialects and update documentation Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com> * feat: Add validation for delimiters and tests for inconsistent csv files Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com> --------- Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>
81 lines
3.5 KiB
Plaintext
Vendored
81 lines
3.5 KiB
Plaintext
Vendored
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Conversion of CSV files\n",
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"\n",
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"This example shows how to convert CSV files to a structured Docling Document.\n",
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"\n",
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"* Multiple delimiters are supported: `,` `;` `|` `[tab]`\n",
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"* Additional CSV dialect settings are detected automatically (e.g. quotes, line separator, escape character)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Example Code"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 59,
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"metadata": {},
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"outputs": [],
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"source": [
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"from pathlib import Path\n",
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"\n",
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"from docling.document_converter import DocumentConverter\n",
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"\n",
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"# Convert CSV to Docling document\n",
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"converter = DocumentConverter()\n",
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"result = converter.convert(Path(\"../../tests/data/csv/csv-comma.csv\"))\n",
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"output = result.document.export_to_markdown()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"This code generates the following output:"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Email | Subscription Date | Website |\n",
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"|---------|-----------------|--------------|-------------|---------------------------------|-------------------|----------------------------|------------------------|-----------------------|-----------------------------|---------------------|-----------------------------|\n",
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"| 1 | DD37Cf93aecA6Dc | Sheryl | Baxter | Rasmussen Group | East Leonard | Chile | 229.077.5154 | 397.884.0519x718 | zunigavanessa@smith.info | 2020-08-24 | http://www.stephenson.com/ |\n",
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"| 2 | 1Ef7b82A4CAAD10 | Preston | Lozano, Dr | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |\n",
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"| 3 | 6F94879bDAfE5a6 | Roy | Berry | Murillo-Perry | Isabelborough | Antigua and Barbuda | +1-539-402-0259 | (496)978-3969x58947 | beckycarr@hogan.com | 2020-03-25 | http://www.lawrence.com/ |\n",
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"| 4 | 5Cef8BFA16c5e3c | Linda | Olsen | Dominguez, Mcmillan and Donovan | Bensonview | Dominican Republic | 001-808-617-6467x12895 | +1-813-324-8756 | stanleyblackwell@benson.org | 2020-06-02 | http://www.good-lyons.com/ |\n",
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"| 5 | 053d585Ab6b3159 | Joanna | Bender | Martin, Lang and Andrade | West Priscilla | Slovakia (Slovak Republic) | 001-234-203-0635x76146 | 001-199-446-3860x3486 | colinalvarado@miles.net | 2021-04-17 | https://goodwin-ingram.com/ |"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "docling-TtEIaPrw-py3.12",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.12.8"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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