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feat: Add support for CSV input with new backend to transform CSV files to DoclingDocument (#945)

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* 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>
This commit is contained in:
Tobias Strebitzer
2025-02-14 15:55:09 +08:00
committed by GitHub
parent 7493d5b01f
commit 00d9405b0a
42 changed files with 9885 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
tests/data/groundtruth/docling_v2/csv-comma-in-cell.csv.itxt Normal file
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546
tests/data/groundtruth/docling_v2/csv-comma-in-cell.csv.json Normal file
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tests/data/groundtruth/docling_v2/csv-comma-in-cell.csv.md Normal file
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| 1 | 2 | 3 | 4 |
|-----|-----|-----|-----|
| a | b | c | d |
| a | , | c | d |
| a | b | c | d |
| a | b | c | d |

2
tests/data/groundtruth/docling_v2/csv-comma.csv.itxt Normal file
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1796
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tests/data/groundtruth/docling_v2/csv-comma.csv.md Normal file
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| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Email | Subscription Date | Website |
|---------|-----------------|--------------|-------------|---------------------------------|-------------------|----------------------------|------------------------|-----------------------|-----------------------------|---------------------|-----------------------------|
| 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/ |
| 2 | 1Ef7b82A4CAAD10 | Preston | Lozano, Dr | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |
| 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/ |
| 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/ |
| 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/ |

2
tests/data/groundtruth/docling_v2/csv-inconsistent-header.csv.itxt Normal file
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534
tests/data/groundtruth/docling_v2/csv-inconsistent-header.csv.json Normal file
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6
tests/data/groundtruth/docling_v2/csv-inconsistent-header.csv.md Normal file
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| 1 | 2 | 3 | |
|-----|-----|-----|----|
| a | b | c | d |
| a | b | c | d |
| a | b | c | d |
| a | b | c | d |

2
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| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Email | Subscription Date | Website |
|---------|-----------------|--------------|-------------|--------------------------------|-------------------|----------------------------|------------------------|-----------------------|-----------------------------|---------------------|-----------------------------|
| 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/ |
| 2 | 1Ef7b82A4CAAD10 | Preston | Lozano | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |
| 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/ |
| 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/ |
| 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/ |

2
tests/data/groundtruth/docling_v2/csv-semicolon.csv.itxt Normal file
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item-0 at level 0: unspecified: group _root_
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1796
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| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Email | Subscription Date | Website |
|---------|-----------------|--------------|-------------|--------------------------------|-------------------|----------------------------|------------------------|-----------------------|-----------------------------|---------------------|-----------------------------|
| 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/ |
| 2 | 1Ef7b82A4CAAD10 | Preston | Lozano | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |
| 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/ |
| 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/ |
| 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/ |

2
tests/data/groundtruth/docling_v2/csv-tab.csv.itxt Normal file
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item-0 at level 0: unspecified: group _root_
item-1 at level 1: table with [6x12]

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tests/data/groundtruth/docling_v2/csv-tab.csv.md Normal file
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| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Email | Subscription Date | Website |
|---------|-----------------|--------------|-------------|-----------------|-------------------|----------------------------|------------------------|-----------------------|-----------------------------|---------------------|-----------------------------|
| 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/ |
| 2 | 1Ef7b82A4CAAD10 | Preston | Lozano | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |
| 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/ |
| 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/ |
| 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/ |

2
tests/data/groundtruth/docling_v2/csv-too-few-columns.csv.itxt Normal file
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item-0 at level 0: unspecified: group _root_
item-1 at level 1: table with [5x4]

534
tests/data/groundtruth/docling_v2/csv-too-few-columns.csv.json Normal file
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6
tests/data/groundtruth/docling_v2/csv-too-few-columns.csv.md Normal file
View File

@@ -0,0 +1,6 @@
| 1 | 2 | 3 | 4 |
|-----|-----|-----|-----|
| a | 'b' | c | d |
| a | b | c | |
| a | b | c | d |
| a | b | c | d |

2
tests/data/groundtruth/docling_v2/csv-too-many-columns.csv.itxt Normal file
View File

@@ -0,0 +1,2 @@
item-0 at level 0: unspecified: group _root_
item-1 at level 1: table with [5x5]

618
tests/data/groundtruth/docling_v2/csv-too-many-columns.csv.json Normal file
View File

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6
tests/data/groundtruth/docling_v2/csv-too-many-columns.csv.md Normal file
View File

@@ -0,0 +1,6 @@
| 1 | 2 | 3 | 4 | |
|-----|-----|-----|-----|----|
| a | b | c | d | |
| a | b | c | d | e |
| a | b | c | d | |
| a | b | c | d | |