Extract content from docx files. Edited for Kryon Studio (RPA).
Project description
docx2python - customized for Kryon
Extract docx headers, footers, text, footnotes, endnotes, properties, and images to a Python object.
full documentation of forked project
The code is an expansion/customization of docx2python (Copyright (c) 2019 Shay Hill).
shared features:
- extracts text from docx files
- extracts images from docx files
- no dependencies (docx2python requires pytest to test)
additions:
- extracts footnotes and endnotes
- converts bullets and numbered lists to ascii with indentation
- retains some structure of the original file (more below)
- extracts document properties (creator, lastModifiedBy, etc.)
- inserts image placeholders in text (
'----media/image1.jpg----'
) - inserts plain text footnote and endnote references in text (
'----footnote1----'
) - (optionally) retains font size, font color, bold, italics, and underscore as html
- full test coverage and documentation for developers
subtractions:
- no command-line interface
- will only work with later versions of Python
Installation
pip install docx2python-kryon
Use
from docx2python import docx2python
# extract docx content
docx2python('path/to/file.docx')
# extract docx content, write images to image_directory
docx2python('path/to/file.docx', 'path/to/image_directory')
# extract docx content with basic font styles converted to html
docx2python('path/to/file.docx', html=True)
Note on html feature:
- font size, font color, bold, italics, and underline supported
- every tag open in a paragraph will be closed in that paragraph (and, where appropriate, reopened in the next paragraph). If two subsequenct paragraphs are bold, they will be returned as
<b>paragraph q</b>
,<b>paragraph 2</b>
. This is intentional to make each paragraph its own entity. - if you specify
export_font_style=True
,>
and<
in your docx text will be encoded as>
and<
Return Value
Function docx2python
returns an object with several attributes.
header - contents of the docx headers in the return format described herein
footer - contents of the docx footers in the return format described herein
body - contents of the docx in the return format described herein
footnotes - contents of the docx in the return format described herein
endnotes - contents of the docx in the return format described herein
document - header + body + footer (read only)
text - all docx text as one string, similar to what you'd get from python-docx2txt
properties - docx property names mapped to values (e.g., {"lastModifiedBy": "Shay Hill"}
)
images - image names mapped to images in binary format. Write to filesystem with
for name, image in result.images.items():
with open(name, 'wb') as image_destination:
write(image_destination, image)
Return Format
Some structure will be maintained. Text will be returned in a nested list, with paragraphs always at depth 4 (i.e., output.body[i][j][k][l]
will be a paragraph).
If your docx has no tables, output.body will appear as one a table with all contents in one cell:
[ # document
[ # table
[ # row
[ # cell
"Paragraph 1",
"Paragraph 2",
"- bulleted list",
"- continuing bulleted list",
"1) numbered list",
"2) continuing numbered list"
" a) sublist",
" i) sublist of sublist",
"3) keeps track of indention levels",
" a) resets sublist counters"
]
]
]
]
Table cells will appear as table cells. Text outside tables will appear as table cells.
To preserve the even depth (text always at depth 4), nested tables will appear as new, top-level tables. This is clearer with an example:
# docx structure
[ # document
[ # table A
[ # table A row
[ # table A cell 1
"paragraph in table A cell 1"
],
[ # nested table B
[ # table B row
[ # table B cell
"paragraph in table B"
]
]
],
[ # table A cell 2
'paragraph in table A cell 2'
]
]
]
]
becomes ...
[ # document
[ # table A
[ # row in table A
[ # cell in table A
"table A cell 1"
]
]
],
[ # table B
[ # row in table B
[ # cell in table B
"table B cell"
]
]
],
[ # table C
[ # row in table C
[ # cell in table C
"table A cell 2"
]
]
]
]
This ensures text appears
- only once
- in the order it appears on the docx
- always at depth four (i.e.,
result.body[i][j][k][l]
will be a string).
Working with output
This package provides several documented helper functions in the docx2python.iterators
module. Here are a few recipes possible with these functions:
from docx2python.iterators import enum_cells
def remove_empty_paragraphs(tables):
for (i, j, k), cell in enum_cells(tables):
tables[i][j][k] = [x for x in cell if x]
>>> tables = [[[['a', 'b'], ['a', '', 'd', '']]]]
>>> remove_empty_paragraphs(tables)
[[[['a', 'b'], ['a', 'd']]]]
from docx2python.iterators import enum_at_depth
def html_map(tables) -> str:
"""Create an HTML map of document contents.
Render this in a browser to visually search for data.
"""
tables = self.document
# prepend index tuple to each paragraph
for (i, j, k, l), paragraph in enum_at_depth(tables, 4):
tables[i][j][k][l] = " ".join([str((i, j, k, l)), paragraph])
# wrap each paragraph in <pre> tags
for (i, j, k), cell in enum_at_depth(tables, 3):
tables[i][j][k] = "".join([f"<pre>{x}</pre>" for x in cell])
# wrap each cell in <td> tags
for (i, j), row in enum_at_depth(tables, 2):
tables[i][j] = "".join([f"<td>{x}</td>" for x in row])
# wrap each row in <tr> tags
for (i,), table in enum_at_depth(tables, 1):
tables[i] = "".join(f"<tr>{x}</tr>" for x in table)
# wrap each table in <table> tags
tables = "".join([f'<table border="1">{x}</table>' for x in tables])
return ["<html><body>"] + tables + ["</body></html>"]
>>> tables = [[[['a', 'b'], ['a', 'd']]]]
>>> html_toc(tables)
<html>
<body>
<table border="1">
<tr>
<td>
'(0, 0, 0, 0) a'
'(0, 0, 0, 1) b'
</td>
<td>
'(0, 0, 1, 0) a'
'(0, 0, 1, 1) d'
</td>
</tr>
</table>
</body>
</html>
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