### Description
Migrate over the sharepoint connector to v2 and in the process refactor
the majority of the connector. It now pulls in much more content from
the SDK on index time, including permissions data is the parameters are
passed in. HTML content generated from the SitePage is isolated to the
html content in the `CanvasContent1` and `LayoutWebpartsContent`
returned by the SDK.
Some TODOs were left in there for future iterations. Currently only
document and site page content is being pulled in from sharepoint, but
sharepoint has more types of content than just that, such as lists. Note
left in there to support other sharepoint types.
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: rbiseck3 <rbiseck3@users.noreply.github.com>
Co-authored-by: vangheem <vangheem@gmail.com>
Co-authored-by: Ahmet Melek <ahmetmeleq@gmail.com>
Co-authored-by: Ahmet Melek <39141206+ahmetmeleq@users.noreply.github.com>
### Summary
Bumps to the latest `langchain-community` version to resolve
[CVE-2024-2965](https://nvd.nist.gov/vuln/detail/CVE-2024-2965).
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: MthwRobinson <MthwRobinson@users.noreply.github.com>
### Summary
Rip off page_number metadata fields until we have page counting for all
kinds of html files (not just limited to news articles with multiple
`<article>` tag)
### Test
Unit tests
`test_add_chunking_strategy_on_partition_html_respects_multipage` and
`test_add_chunking_strategy_title_on_partition_auto_respects_multipage`
removed since they relay on the `page_number` fields from the SEC html
file - now test moved to mock test for chunk_by_title -> revisit those
tests when we find test file for this
Also changed the element ids from partition outputs for html files -
element id change due to page number change (in element id hashing) ->
todo ticket: update other deterministic element id tests per crag's
comment
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: yuming-long <yuming-long@users.noreply.github.com>
Part two of: https://github.com/Unstructured-IO/unstructured/pull/2842
Main changes compared to part one:
* hash computation includes element's sequence number on page, page
number, document filename and its text
* there are more test for deterministic behavior of IDs returned by
partitioning functions + their uniqueness (guaranteed at the document
level, and high probability across multiple documents)
This PR addresses the following issue:
https://github.com/Unstructured-IO/unstructured/issues/2461
Part one of the issue described here:
https://github.com/Unstructured-IO/unstructured/issues/2461
It does not change how hashing algorithm works, just reworks how ids are
assigned:
> Element ID Design Principles
>
> 1. A partitioning function can assign only one of two available ID
types to a returned element: a hash or UUID.
> 2. All elements that are returned come with an ID, which is never
None.
> 3. No matter which type of ID is used, it will always be in string
format.
> 4. Partitioning a document returns elements with hashes as their
default IDs.
Big thanks to @scanny for explaining the current design and suggesting
ways to do it right, especially with chunking.
Here's the next PR in line:
https://github.com/Unstructured-IO/unstructured/pull/2673
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: micmarty-deepsense <micmarty-deepsense@users.noreply.github.com>
Change default values for table extraction - works in pair with
[this](https://github.com/Unstructured-IO/unstructured-api/pull/370)
`unstructured-api` PR
We want to move away from `pdf_infer_table_structure` parameter, in this
PR:
- We change how it's treated wrt `skip_infer_table_types` parameter.
Whether to extract tables from pdf now follows from the rule:
`pdf_infer_table_structure && "pdf" not in skip_infer_table_types`
- We set it to `pdf_infer_table_structure=True` and
`skip_infer_table_types=[]` by default
- We remove it from the examples in documentation
- We describe it as deprecated in favor of `skip_infer_table_types` in
documentation
More detailed description of how we want parameters to interact
- if `pdf_infer_table_structure` is False tables will never extracted
from pdf
- if `pdf_infer_table_structure` is True tables will be extracted from
pdf unless it's skipped via `skip_infer_table_types`
- on default `pdf_infer_table_structure=True` and
`skip_infer_table_types=[]`
---------
Co-authored-by: Filip Knefel <filip@unstructured.io>
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ds-filipknefel <ds-filipknefel@users.noreply.github.com>
Co-authored-by: Ronny H <138828701+ron-unstructured@users.noreply.github.com>
We are seeing occurrences of inconsistency in the timestamps returned by
office365.sharepoint when fetching created and modified dates.
Furthermore, in future versions of this library, a datetime object will
be returned rather than a string.
## Changes
- This adds logic to guarantee SharePoint dates will be properly
formatted as ISO, regardless of the format provided by the sharepoint
library.
- Bumps timestamp format output to include timezone offset (as we do
with others)
## Testing
Unit test added to validate this datetime handling across various
formats.
---------
Co-authored-by: David Potter <potterdavidm@gmail.com>
Fixes#2339
Fixes to HTML partitioning introduced with v0.11.0 removed the use of
`tabulate` for forming the HTML placed in `HTMLTable.text_as_html`. This
had several benefits, but part of `tabulate`'s behavior was to make
row-length (cell-count) uniform across the rows of the table.
Lacking this prior uniformity produced a downstream problem reported in
On closer inspection, the method used to "harvest" cell-text was
producing more text-nodes than there were cells and was sensitive to
where whitespace was used to format the HTML. It also "moved" text to
different columns in certain rows.
Refine the cell-text gathering mechanism to get exactly one text string
for each row cell, eliminating whitespace formatting nodes and producing
strict correspondence between the number of cells in the original HTML
table row and that placed in HTML.text_as_html.
HTML tables that are uniform (every row has the same number of cells)
will produce a uniform table in `.text_as_html`. Merged cells may still
produce a non-uniform table in `.text_as_html` (because the source table
is non-uniform).
Addresses a cluster of HTML-related bugs:
- empty table is identified as bulleted-table
- `partition_html()` emits empty (no text) tables (#1928)
- `.text_as_html` contains inappropriate `<br>` elements in invalid
locations.
- cells enclosed in `<thead>` and `<tfoot>` elements are dropped (#1928)
- `.text_as_html` contains whitespace padding
Each of these is addressed in a separate commit below.
Fixes#1928.
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: scanny <scanny@users.noreply.github.com>
Co-authored-by: Yuming Long <63475068+yuming-long@users.noreply.github.com>
Canonicalize JSON produced for ingest tests such that incidental changes
is _form_ of the JSON objects (keys moving around) that does not change
the _content_ of that JSON object does not trigger an ingest-test
failure.
Closes: #1891 (check the issue for more info)
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
Co-authored-by: Yao You <yao@unstructured.io>
This PR introduces `clean_pdfminer_inner_elements` , which deletes
pdfminer elements inside other detection origins such as YoloX or
detectron.
This function returns the clean document.
Also, the ingest-test fixtures were updated to reflect the new standard
output.
The best way to check that this function is working properly is check
the new test `test_clean_pdfminer_inner_elements` in
`test_unstructured/partition/utils/test_processing_elements.py`
---------
Co-authored-by: Roman Isecke <roman@unstructured.io>
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: rbiseck3 <rbiseck3@users.noreply.github.com>
Co-authored-by: Roman Isecke <136338424+rbiseck3@users.noreply.github.com>
### Description
* If the contents of a doc were updated by the process of
reading/downloading it, this was not being persisted. To fix this, the
data being passed around was updated to use a multiprocessing safe dict
rather than the json string. Now that dict is updated after the
`get_file` method is called.
* Wikipedia connector was updated to use a static filename rather than
one requiring a call to fetch data.
* The read config param `re_download` was not being leveraged by the
source node, this was fixed.
* Added fix: chunking and embedding order reversed so chunking runs
before embeddings
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: rbiseck3 <rbiseck3@users.noreply.github.com>
Carrying `skip_infer_table_types` to `infer_table_structure` in
partition flow. Now PPT/X, DOC/X, etc. Table elements should not have a
`text_as_html` field.
Note: I've continued to exclude this var from partitioners that go
through html flow, I think if we've already got the html it doesn't make
sense to carry the infer variable along, since we're not 'infer-ing' the
html table in these cases.
TODO:
✅ add unit tests
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: amanda103 <amanda103@users.noreply.github.com>
This PR:
- defines rbac_data as a SourceMetadata field,
- manages connections to an external api for obtaining rbac data with
ConnectorRBAC class,
- serializes rbac data and saves it to the disk,
- matches the rbac_data in the disk to each IngestDoc, using a common
field,
- forwards rbac data to Elements, via the partition() function
To test the changes, run `examples/ingest/sharepoint/ingest.sh` with the
relevant rbac & connector credentials
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
### Description
Set language to None by default. Update ingest test to use local file
used in language unit tests to validate.
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: rbiseck3 <rbiseck3@users.noreply.github.com>
### Summary
Closes#1534 and #1535
Detects document language using `langdetect` package.
Creates new kwargs for user to set the document language (`languages`)
or detect the language at the element level instead of the default
document level (`detect_language_per_element`)
---------
Co-authored-by: shreyanid <42684285+shreyanid@users.noreply.github.com>
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: Coniferish <Coniferish@users.noreply.github.com>
Co-authored-by: cragwolfe <crag@unstructured.io>
Co-authored-by: Austin Walker <austin@unstructured.io>
### Summary
Uses `langdetect` to detect all languages present in the input document.
### Details
- Converts all language codes (whether user inputted or detected using
`langdetect`) to a standard ISO 639-3 code.
- Adds `languages` field to the metadata
- Will revisit how to nonstandardly represent simplified vs traditional
Chinese scripts internally (separate PR).
- Update ingest test results to add `languages` field to documents. Some
other side effects are changes in order of some elements and changes in
element categorization
### Test
You can test the detect_languages function individually by importing the
function and inputting a text sample and optionally a language:
```
text = "My lubimy mleko i chleb."
doc_langs = detect_languages(text)
print(doc_langs)
```
-> ['ces', 'pol', 'slk']
---------
Co-authored-by: Newel H <37004249+newelh@users.noreply.github.com>
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: shreyanid <shreyanid@users.noreply.github.com>
Co-authored-by: Trevor Bossert <37596773+tabossert@users.noreply.github.com>
Co-authored-by: Ronny H <138828701+ron-unstructured@users.noreply.github.com>
Adding table extraction to HTML partitioning.
This PR utilizes 'table' HTML elements to extract and parse HTML tables
and return them in partitioning.
```
# checkout this branch, go into ipython shell
In [1]: from unstructured.partition.html import partition_html
In [2]: path_to_html = "{html sample file with table}"
In [3]: elements = partition_html(path_to_html)
```
you should see the table in the elements list!
### Summary
Closes#1230. Updates `partition_html` to split on `<br>` tags that
appear within text elements.
### Testing
The following is code previously produced one giant element on `main`.
```python
from unstructured.partition.html import partition_html
filename = "example-docs/ideas-page.html"
elements = partition_html(filename=filename)
len(elements) # Should be 4
print("\n\n".join([str(el) for el in elements)])
```
The output should be:
```python
January 2023
(Someone fed my essays into GPT to make something that could answer
questions based on them, then asked it where good ideas come from. The
answer was ok, but not what I would have said. This is what I would have said.)
The way to get new ideas is to notice anomalies: what seems strange,
or missing, or broken? You can see anomalies in everyday life (much
of standup comedy is based on this), but the best place to look for
them is at the frontiers of knowledge.
Knowledge grows fractally.
From a distance its edges look smooth, but when you learn enough
to get close to one, you'll notice it's full of gaps. These gaps
will seem obvious; it will seem inexplicable that no one has tried
x or wondered about y. In the best case, exploring such gaps yields
whole new fractal buds.
```
