### Summary
Update `ocr_only` strategy in `partition_pdf()`. This PR adds the
functionality to get accurate coordinate data when partitioning PDFs and
Images with the `ocr_only` strategy.
- Add functionality to perform OCR region grouping based on the OCR text
taken from `pytesseract.image_to_string()`
- Add functionality to get layout elements from OCR regions (ocr_layout)
for both `tesseract` and `paddle`
- Add functionality to determine the `source` of merged text regions
when merging text regions in `merge_text_regions()`
- Merge multiple test functions related to "ocr_only" strategy into
`test_partition_pdf_with_ocr_only_strategy()`
- This PR also fixes [issue
#1792](https://github.com/Unstructured-IO/unstructured/issues/1792)
### Evaluation
```
# Image
PYTHONPATH=. python examples/custom-layout-order/evaluate_natural_reading_order.py example-docs/double-column-A.jpg ocr_only xy-cut image
# PDF
PYTHONPATH=. python examples/custom-layout-order/evaluate_natural_reading_order.py example-docs/multi-column-2p.pdf ocr_only xy-cut pdf
```
### Test
- **Before update**
All elements have the same coordinate data
- **After update**
All elements have accurate coordinate data
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: christinestraub <christinestraub@users.noreply.github.com>
### Description
Currently linting only takes place over the base unstructured directory
but we support python files throughout the repo. It makes sense for all
those files to also abide by the same linting rules so the entire repo
was set to be inspected when the linters are run. Along with that
autoflake was added as a linter which has a lot of added benefits such
as removing unused imports for you that would currently break flake and
require manual intervention.
The only real relevant changes in this PR are in the `Makefile`,
`setup.cfg`, and `requirements/test.in`. The rest is the result of
running the linters.
### Summary
Some `OCR` elements with only spaces in the text have full-page width in
the bounding box, which causes the `xycut` sorting to not work as
expected. Now the logic to parse OCR results removes any elements with
only spaces (more than one space).
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: christinestraub <christinestraub@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
Updating the python version of the example docs to show how to run the
same code that the CLI runs, but using python. Rather than copying the
same command that would be run via the terminal and using the subprocess
library to run it, this updates it to use the supported code exposed in
the inference directory.
For now only the wikipedia one has been updated to get some opinions on
this before updating all other connector docs.
Would close out
https://github.com/Unstructured-IO/unstructured/issues/1445
### Description
New [Azure Cognitive
Search](https://azure.microsoft.com/en-us/products/ai-services/cognitive-search)
destination connector added. Writes each json element from the created
json files via partition and writes that content to an index.
**Bonus bug fix:** Due to a recent change where the default version of
python used in the repo was bumped to `3.10` from `3.8`, this means
running `pip-compile` now runs it against that version rather than the
lowest we support which is still `3.8`. This breaks the setup for those
lower versions because some of the versions pulled in by `pip-compile`
exist for `3.10` but not `3.8`. `pip-compile` was updates to run as a
script that checks the version of python being used first, which helps
guarantee that all dependencies meet the minimum python version
requirement.
Closes out https://github.com/Unstructured-IO/unstructured/issues/1466
Closes https://github.com/Unstructured-IO/unstructured/issues/1319,
closes https://github.com/Unstructured-IO/unstructured/issues/1372
This module:
- implements EmbeddingEncoder classes which track embedding related data
- implements embed_documents method which receives a list of Elements,
obtains embeddings for the text within Elements, updates the Elements
with an attribute named embeddings , and returns the updated Elements
- the module uses langchain to obtain the embeddings
-----
- The PR additionally fixes a JSON de-serialization issue on the
metadata fields.
To test the changes, run `examples/embed/example.py`
### Description
Update all other connectors to use the new downstream architecture that
was recently introduced for the s3 connector.
Closes#1313 and #1311
This connector:
- takes a Jira Cloud URL, user email and api token; to authenticate into
Jira Cloud
- ingests:
- either all issues in all projects in a Jira Cloud Organization
- or
- issues in user specified projects, boards
- user specified issues
- processes this kind of data:
- text fields such as issue summary, description, and comments
- dropdown fields such as issue type, status, priority, assignee,
reporter, labels, and components
- other data such as issue id, issue key, project id, information on
subtasks
- notes down attachment URLs, however does not process attachments
- stores each downloaded issue in a txt file, in a predefined template
form (consisting of the data above)
- then processes each downloaded issue document into elements using
unstructured library
- related to: https://github.com/Unstructured-IO/unstructured/issues/263
To test the changes, make the necessary setups and run the relevant
ingest test scripts.
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
### Description
Convert s3 cli code to also support writing to s3. Writers are added as
optional subcommands to the parent command with their own arguments.
Custom `click.Group` introduced to add some custom formatting and text
in help messages.
To limit the scope of this PR, most existing files were not touched but
instead new files were added for the new flow. This allowed _only_ the
s3 connector to be updated without breaking any other ones.
### Summary
Address
[#1136](https://github.com/Unstructured-IO/unstructured/issues/1136) for
`hi_res` and `fast` strategies. The `ocr_only` strategy does not include
coordinates.
- add functionality to switch sort mode between the current `basic`
sorting and the new `xy-cut` sorting for `hi_res` and `fast` strategies
- add the script to evaluate the `xy-cut` sorting approach
- add jupyter notebook to provide evaluation and visualization for the
`xy-cut` sorting approach
### Evaluation
```
export PYTHONPATH=.:$PYTHONPATH && python examples/custom-layout-order/evaluate_xy_cut_sorting.py <file_path> <strategy>
```
Here, the file should be under the project root directory. For example,
```
export PYTHONPATH=.:$PYTHONPATH && python examples/custom-layout-order/evaluate_xy_cut_sorting.py example-docs/multi-column-2p.pdf fast
```
### Description
Add delta table connector and test against a delta table generated via
delta.io and uploaded to s3. Shows an example of how to use the
connection options to leverage s3.
I was able to get this to work with s3 if I pass in the access and
secret keys as storage options. Even though the s3 bucket being used is
public, would not work without those.
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: rbiseck3 <rbiseck3@users.noreply.github.com>
* add the first version of airtable connector
* change imports as inline to fail gracefully in case of lacking dependency
* parse tables as csv rather than plain text
* add relevant logic to be able to use --airtable-list-of-paths
* add script for creation of reseources for testing, add test script (large) for testing with a large number of tables to validate scroll functionality, update test script (diff) based on the new settings
* fix ingest test names
* add scripts for the large table test
* remove large table test from diff test
* make base and table ids explicit
* add and remove comments
* use -ne instead of !=
* update code based on the recent ingest refactor, update changelog and version
* shellcheck fix
* update comments
* update check-num-rows-and-columns-output error message
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
* update help comments
* update help comments
* update help comments
* update workflows to set auth tokens and to run make install
* add comments on create_scale_test_components
* separate component ids from the test script, add comments to document test component creation
* add LARGE_BASE test, implement LARGE_BASE component creation, replace component id
* shellcheck fixes
* shellcheck fixes
* update docs
* update comment
* bump version
* add wrongly deleted file
* sort columns before saving to process
* Update ingest test fixtures (#1098)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* Add notion connector and supporting code
* minor fixes
* Add notion deps to extras
* Use the same return type for both helper methods
* Don't ignore types that aren't recognized when mapping json
* Add support for recursively getting docs
* Add recursive search for databases
* fix logging
* fix linting
* remove debugging code
* chore: CFR double column sample
Federal Regulations document for example notebook in `examples/custom-layout-order`
* chore: custom-layout-order example dir
* feat: helper methods to plot and reorder layouts
Helper methods: `plot_image_with_bounding_boxes_coloured` and `reorder_elements_in_double_columns`
* chore: delete __init__.py
---------
Co-authored-by: Benjamin Torres <benjats07@users.noreply.github.com>
* Pull out s3 code as subcommand
* Pull out dropbox code as subcommand
* Pull out azure code as subcommand
* Pull out fsspec code as subcommand
* Pull out github code as subcommand
* Pull out gitlab code as subcommand
* Pull out reddit code as subcommand
* Pull out slack code as subcommand
* Pull out discord code as subcommand
* Pull out wikipedia code as subcommand
* Pull out gdrive code as subcommand
* Pull out biomed code as subcommand
* rename parameters
* Pull out onedrive code as subcommand
* Pull out outlook code as subcommand
* Pull out local code as subcommand
* Pull out elasticsearch code as subcommand
* Pull out confluence code as subcommand
* Drop previous main file
* update changelog
* Add back in mp.Pool
* Fix mypy issues with click
* Make sure all tests run with verbose flag
* refactor approach to dynamically add common options to each subcommand, scrub logging of options for sensitive data
* Pull out some more shared options
* Support running code via python as well as cli
* update ingest readme and move it to the ingest folder
* update usage in connector docs
* move local command arg in test
* Seperate out cli code from logic running unstructured
* Make some cli fields required rather than optional
* rename process -> processor
* Improve logger to avoid duplicate handlers
---------
Co-authored-by: Ryan Nikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
* Add confluence connector and an example script
* add test script, add dependency installations
* add authentication secret variables for ci tests and actions
* add dependency installation commands for workflows
* add dependency installation commands for workflows
* Update ingest test fixtures (#907)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* add add ingest test fixtures update workflow for python 3.10, update example script with dummy values
* change workflow name to avoid confusion
* change workflow name to avoid confusion
* only leave 3.8 in ingest test matrix to test consistent partitioning among python versions, remove 3.10 workflow for the test fixtures update
* only leave 3.8 in ingest test matrix to test consistent partitioning among python versions
* Update ingest test fixtures (#911)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* revert back the test python version matrix
* recompile dependencies
* modifications for shellcheck
* update changelog and version
* changelog and version
* remove comments
* Update ingest test fixtures (#915)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* add the option to state the number of spaces to be fetched
* add scroll functionality, expose --confluence-num-of-spaces, --confluence-list-of-spaces and --confluence-num-of-docs-from-each-space to users
* add help message
* add docstrings for two tests, validate grabbing every doc in the fetched spaces, count number of files instead of diffing for confluence2 test
* change test names
* rename connector arg
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
* change arg name for connector
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
* add comment to example
* change arg names
* add new tests to ingest test
* shellcheck remove redundant statement
* Update ingest test fixtures (#932)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* Update ingest test fixtures (#936)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* linting
* change file extensions to parse as html
* Update ingest test fixtures (#943)
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* remove old fixtures
* update version to 0.8.2-dev3
* change file to trigger CI
* change file to trigger CI
* change file to trigger CI
* change file to trigger CI
---------
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: ahmetmeleq <ahmetmeleq@users.noreply.github.com>
* feat: nb elasticsearch unstructured sentiment
* chore: refactor readme for elasticsearch nb
* fix: update es-credentials.ini
* chore: update es-credentials.ini
* fix: type in nb load-into-es.ipynb
exist --> exists
* fix: typo 2 in nb load-into-es.ipynb
obtaing --> obtain
* Initial commit of discord connector
based off of initial work by @tnachen with modifications
https://github.com/tnachen/unstructured/tree/tnachen/discord_connector
* Add test file
change format of imports
* working version of the connector
More work to be done to tidy it up and add any additional options
* add to test fixtures update
* fix spacing
* tests working, switching to bot testing channel
* add additional channel
add reprocess to tests
* add try clause to allow for exit on error
Update changelog and bump version
* add updated expected output filtes
* add logic to check if —discord-period is an integer
Add more to option description
* fix lint error
* Update discord reqs
* PR feedback
* add newline
* another newline
---------
Co-authored-by: Justin Bossert <packerbacker21@hotmail.com>
* pgvector requirements
* first pass on pgvector notebook and sql alchemy file
* created code for loading vectors into db
* added query for embedding distance
* updates to pgvector notebook
* update function with time decay
* update pgvector notebook to use example code
* remove old create table script
* add readme for pgvector
* update example to use get_date()
* added requirements for mysql
* first bit of mysql notebook
* update requirements file
* wrap with mysql example
* update readme with install instructions
This connector takes a slack channel id, token and other options to
pull conversation history for a channel and store it as a text file that
is then processed by unstructured into expected output.
* Add `AzureBlobStorageConnector` based on its `fsspec` implementation inheriting
from `FsspecConnector`
* Start deprecation life cycle for `unstructured-ingest --s3-url` option, to be deprecated in
favor of `--remote-url`.
---------
Co-authored-by: Tom Aarsen <37621491+tomaarsen@users.noreply.github.com>
