bug/ UnidentifiedImageError with partition_pdf()

[Asonjay]

from typing import Any

from pydantic import BaseModel
from unstructured.partition.pdf import partition_pdf


raw_pdf_elements = partition_pdf(
    filename="some_pdf.pdf",
    extract_images_in_pdf=False,
    infer_table_structure=True,
    chunking_strategy="by_title",
    max_characters=4000,
    new_after_n_chars=3800,
    combine_text_under_n_chars=2000,
    image_output_dir_path=".",
)

Running this function with infer_table_structure variable to true, it prompts error:

UnidentifiedImageError: cannot identify image file '/tmp/tmp2uteptq8/dcd48c17-f12a-4303-9bce-cf3ca2064ae0-1.ppm'

Here is the complete log of the error message:

UnidentifiedImageError                    Traceback (most recent call last)
[<ipython-input-41-a835b92fbe3b>](https://localhost:8080/#) in <cell line: 7>()
      5 
      6 
----> 7 raw_pdf_elements = partition_pdf(
      8     filename="/content/drive/MyDrive/Zexin_Xu_CV_1130.pdf",
      9     extract_images_in_pdf=False,

10 frames
[/usr/local/lib/python3.10/dist-packages/unstructured/documents/elements.py](https://localhost:8080/#) in wrapper(*args, **kwargs)
    524         @functools.wraps(func)
    525         def wrapper(*args: _P.args, **kwargs: _P.kwargs) -> List[Element]:
--> 526             elements = func(*args, **kwargs)
    527             sig = inspect.signature(func)
    528             params: Dict[str, Any] = dict(**dict(zip(sig.parameters, args)), **kwargs)

[/usr/local/lib/python3.10/dist-packages/unstructured/file_utils/filetype.py](https://localhost:8080/#) in wrapper(*args, **kwargs)
    617         @functools.wraps(func)
    618         def wrapper(*args: _P.args, **kwargs: _P.kwargs) -> List[Element]:
--> 619             elements = func(*args, **kwargs)
    620             sig = inspect.signature(func)
    621             params: Dict[str, Any] = dict(**dict(zip(sig.parameters, args)), **kwargs)

[/usr/local/lib/python3.10/dist-packages/unstructured/file_utils/filetype.py](https://localhost:8080/#) in wrapper(*args, **kwargs)
    572     @functools.wraps(func)
    573     def wrapper(*args: _P.args, **kwargs: _P.kwargs) -> List[Element]:
--> 574         elements = func(*args, **kwargs)
    575         sig = inspect.signature(func)
    576         params: Dict[str, Any] = dict(**dict(zip(sig.parameters, args)), **kwargs)

[/usr/local/lib/python3.10/dist-packages/unstructured/chunking/__init__.py](https://localhost:8080/#) in wrapper(*args, **kwargs)
     67 
     68             # -- call the partitioning function to get the elements --
---> 69             elements = func(*args, **kwargs)
     70 
     71             # -- look for a chunking-strategy argument and run the indicated chunker when present --

[/usr/local/lib/python3.10/dist-packages/unstructured/partition/pdf.py](https://localhost:8080/#) in partition_pdf(filename, file, include_page_breaks, strategy, infer_table_structure, ocr_languages, languages, include_metadata, metadata_filename, metadata_last_modified, chunking_strategy, links, hi_res_model_name, extract_images_in_pdf, extract_image_block_types, extract_image_block_output_dir, extract_image_block_to_payload, **kwargs)
    211     languages = check_language_args(languages or [], ocr_languages) or ["eng"]
    212 
--> 213     return partition_pdf_or_image(
    214         filename=filename,
    215         file=file,

[/usr/local/lib/python3.10/dist-packages/unstructured/partition/pdf.py](https://localhost:8080/#) in partition_pdf_or_image(filename, file, is_image, include_page_breaks, strategy, infer_table_structure, ocr_languages, languages, metadata_last_modified, hi_res_model_name, extract_images_in_pdf, extract_image_block_types, extract_image_block_output_dir, extract_image_block_to_payload, **kwargs)
    540         with warnings.catch_warnings():
    541             warnings.simplefilter("ignore")
--> 542             elements = _partition_pdf_or_image_local(
    543                 filename=filename,
    544                 file=spooled_to_bytes_io_if_needed(file),

[/usr/local/lib/python3.10/dist-packages/unstructured/utils.py](https://localhost:8080/#) in wrapper(*args, **kwargs)
    212                     ),
    213                 )
--> 214             return func(*args, **kwargs)
    215 
    216         return wrapper

[/usr/local/lib/python3.10/dist-packages/unstructured/partition/pdf.py](https://localhost:8080/#) in _partition_pdf_or_image_local(filename, file, is_image, infer_table_structure, include_page_breaks, languages, ocr_mode, model_name, hi_res_model_name, pdf_image_dpi, metadata_last_modified, pdf_text_extractable, extract_images_in_pdf, extract_image_block_types, extract_image_block_output_dir, extract_image_block_to_payload, analysis, analyzed_image_output_dir_path, **kwargs)
    312 
    313     if file is None:
--> 314         inferred_document_layout = process_file_with_model(
    315             filename,
    316             is_image=is_image,

[/usr/local/lib/python3.10/dist-packages/unstructured_inference/inference/layout.py](https://localhost:8080/#) in process_file_with_model(filename, model_name, is_image, fixed_layouts, pdf_image_dpi, **kwargs)
    392         )
    393         if is_image
--> 394         else DocumentLayout.from_file(
    395             filename,
    396             detection_model=detection_model,

[/usr/local/lib/python3.10/dist-packages/unstructured_inference/inference/layout.py](https://localhost:8080/#) in from_file(cls, filename, fixed_layouts, pdf_image_dpi, **kwargs)
     76                 # NOTE(robinson) - In the future, maybe we detect the page number and default
     77                 # to the index if it is not detected
---> 78                 with Image.open(image_path) as image:
     79                     page = PageLayout.from_image(
     80                         image,

[/usr/local/lib/python3.10/dist-packages/PIL/Image.py](https://localhost:8080/#) in open(fp, mode, formats)
   3281                 continue
   3282             except BaseException:
-> 3283                 if exclusive_fp:
   3284                     fp.close()
   3285                 raise

It seems like the error coming from the usage of PIL, any idea of fixing this?

[christinestraub]

Hi @Asonjay, can you please share the document you're trying?

[Asonjay]

I have tried https://arxiv.org/pdf/2304.08485.pdf and https://d18rn0p25nwr6d.cloudfront.net/CIK-0001045810/381953f9-934e-4cc8-b099-144910676bad.pdf

[Asonjay]

Hi @Asonjay, can you please share the document you're trying?

Any updates?

[andrea-mucci]

same issue, any update?

[christinestraub]

Hi @Asonjay @andrea-mucci

What versions of unstructured and unstructured-inference libraries are you using? When I tried to reproduce the error, It worked on both 2304.08485.pdf and CIK-0001045810/381953f9-934e-4cc8-b099-144910676bad.pdf documents with the following versions:

unstructured==0.12.5
unstructured-inference==0.7.24

[christinestraub]

Closes as assumed resolved. @Asonjay @andrea-mucci feel free to reopen if you're still having trouble.

[vegetableman]

@christinestraub faced the same issue on my pdf but can confirm it worked for me when i imported the mentioned versions. Thank you! :+1: