mirror of
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api v1alpha1 (#17)
* api v1alpha1 Signed-off-by: Guillaume Moutier <gmoutier@redhat.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use actual types in request models and refactor Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * make gradio optional and update README Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * Run workflow jobs sequentially to avoid disk space outage (#19) Github Action runners are running out of the space while building both the images in parallel. This change will build the image sequentially and also clean up the cpu images before start building gpu image. Signed-off-by: Anil Vishnoi <vishnoianil@gmail.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * Add github job to build image (and not publish) on PR creation (#20) Signed-off-by: Anil Vishnoi <vishnoianil@gmail.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add start_server script for local dev Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * fix 3.12-only syntax Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * fix more py3.10-11 compatibility Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rework output format and background tasks Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * speficy return schemas for openapi Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add processing time and update REDAME Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * lint markdown Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add MD033 to config Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use port 5000 Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use port 5001 as default Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * update deps Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * refactor input request Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * return docling document Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * update new payload in README Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add base64 example Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * wrap example in <details> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename /url in /source Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move main execution to __main__ Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Guillaume Moutier <gmoutier@redhat.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Anil Vishnoi <vishnoianil@gmail.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Anil Vishnoi <vishnoianil@gmail.com>
This commit is contained in:
Guillaume Moutier
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GitHub
parent
ddf3144512
commit
c6539c42de
635
docling_serve/gradio_ui.py
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635
docling_serve/gradio_ui.py
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@@ -0,0 +1,635 @@
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import importlib
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import json
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import logging
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import os
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import tempfile
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from pathlib import Path
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import gradio as gr
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import requests
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from docling_serve.helper_functions import _to_list_of_strings
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logger = logging.getLogger(__name__)
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#################
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# CSS and theme #
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#################
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css = """
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#logo {
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border-style: none;
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background: none;
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box-shadow: none;
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min-width: 80px;
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}
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#dark_mode_column {
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display: flex;
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align-content: flex-end;
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}
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#title {
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text-align: left;
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display:block;
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height: auto;
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padding-top: 5px;
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line-height: 0;
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}
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.title-text h1 > p, .title-text p {
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margin-top: 0px !important;
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margin-bottom: 2px !important;
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}
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#custom-container {
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border: 0.909091px solid;
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padding: 10px;
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border-radius: 4px;
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}
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#custom-container h4 {
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font-size: 14px;
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}
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#file_input_zone {
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height: 140px;
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}
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"""
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theme = gr.themes.Default(
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text_size="md",
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spacing_size="md",
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font=[
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gr.themes.GoogleFont("Red Hat Display"),
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"ui-sans-serif",
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"system-ui",
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"sans-serif",
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],
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font_mono=[
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gr.themes.GoogleFont("Red Hat Mono"),
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"ui-monospace",
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"Consolas",
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"monospace",
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],
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)
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#############
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# Variables #
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#############
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gradio_output_dir = None # Will be set by FastAPI when mounted
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file_output_path = None # Will be set when a new file is generated
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#############
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# Functions #
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#############
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def health_check():
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response = requests.get(f"http://localhost:{int(os.getenv('PORT', '5001'))}/health")
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if response.status_code == 200:
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return "Healthy"
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return "Unhealthy"
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def set_options_visibility(x):
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return gr.Accordion("Options", open=x)
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def set_outputs_visibility_direct(x, y):
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content = gr.Row(visible=x)
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file = gr.Row(visible=y)
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return content, file
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def set_outputs_visibility_process(x):
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content = gr.Row(visible=not x)
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file = gr.Row(visible=x)
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return content, file
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def set_download_button_label(label_text: gr.State):
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return gr.DownloadButton(label=str(label_text), scale=1)
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def clear_outputs():
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markdown_content = ""
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json_content = ""
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html_content = ""
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text_content = ""
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doctags_content = ""
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return (
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markdown_content,
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markdown_content,
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json_content,
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html_content,
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html_content,
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text_content,
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doctags_content,
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)
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def clear_url_input():
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return ""
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def clear_file_input():
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return None
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def auto_set_return_as_file(url_input, file_input, image_export_mode):
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# If more than one input source is provided, return as file
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if (
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(len(url_input.split(",")) > 1)
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or (file_input and len(file_input) > 1)
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or (image_export_mode == "referenced")
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):
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return True
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else:
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return False
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def change_ocr_lang(ocr_engine):
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if ocr_engine == "easyocr":
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return "en,fr,de,es"
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elif ocr_engine == "tesseract_cli":
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return "eng,fra,deu,spa"
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elif ocr_engine == "tesseract":
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return "eng,fra,deu,spa"
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elif ocr_engine == "rapidocr":
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return "english,chinese"
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def process_url(
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input_sources,
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to_formats,
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image_export_mode,
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ocr,
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force_ocr,
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ocr_engine,
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ocr_lang,
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pdf_backend,
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table_mode,
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abort_on_error,
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return_as_file,
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):
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parameters = {
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"http_sources": [{"url": source} for source in input_sources.split(",")],
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"options": {
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"to_formats": to_formats,
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"image_export_mode": image_export_mode,
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"ocr": ocr,
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"force_ocr": force_ocr,
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"ocr_engine": ocr_engine,
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"ocr_lang": _to_list_of_strings(ocr_lang),
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"pdf_backend": pdf_backend,
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"table_mode": table_mode,
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"abort_on_error": abort_on_error,
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"return_as_file": return_as_file,
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},
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}
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if (
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not parameters["http_sources"]
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or len(parameters["http_sources"]) == 0
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or parameters["http_sources"][0]["url"] == ""
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):
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logger.error("No input sources provided.")
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raise gr.Error("No input sources provided.", print_exception=False)
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try:
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response = requests.post(
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f"http://localhost:{int(os.getenv('PORT', '5001'))}/v1alpha/convert/source",
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json=parameters,
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)
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except Exception as e:
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logger.error(f"Error processing URL: {e}")
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raise gr.Error(f"Error processing URL: {e}", print_exception=False)
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if response.status_code != 200:
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data = response.json()
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error_message = data.get("detail", "An unknown error occurred.")
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logger.error(f"Error processing file: {error_message}")
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raise gr.Error(f"Error processing file: {error_message}", print_exception=False)
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output = response_to_output(response, return_as_file)
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return output
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def process_file(
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files,
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to_formats,
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image_export_mode,
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ocr,
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force_ocr,
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ocr_engine,
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ocr_lang,
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pdf_backend,
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table_mode,
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abort_on_error,
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return_as_file,
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):
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if not files or len(files) == 0 or files[0] == "":
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logger.error("No files provided.")
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raise gr.Error("No files provided.", print_exception=False)
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files_data = [("files", (file.name, open(file.name, "rb"))) for file in files]
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parameters = {
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"to_formats": to_formats,
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"image_export_mode": image_export_mode,
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"ocr": str(ocr).lower(),
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"force_ocr": str(force_ocr).lower(),
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"ocr_engine": ocr_engine,
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"ocr_lang": _to_list_of_strings(ocr_lang),
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"pdf_backend": pdf_backend,
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"table_mode": table_mode,
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"abort_on_error": str(abort_on_error).lower(),
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"return_as_file": str(return_as_file).lower(),
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}
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try:
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response = requests.post(
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f"http://localhost:{int(os.getenv('PORT', '5001'))}/v1alpha/convert/file",
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files=files_data,
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data=parameters,
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)
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except Exception as e:
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logger.error(f"Error processing file(s): {e}")
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raise gr.Error(f"Error processing file(s): {e}", print_exception=False)
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if response.status_code != 200:
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data = response.json()
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error_message = data.get("detail", "An unknown error occurred.")
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logger.error(f"Error processing file: {error_message}")
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raise gr.Error(f"Error processing file: {error_message}", print_exception=False)
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output = response_to_output(response, return_as_file)
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return output
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def response_to_output(response, return_as_file):
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markdown_content = ""
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json_content = ""
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html_content = ""
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text_content = ""
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doctags_content = ""
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download_button = gr.DownloadButton(visible=False, label="Download Output", scale=1)
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if return_as_file:
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filename = (
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response.headers.get("Content-Disposition").split("filename=")[1].strip('"')
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)
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tmp_output_dir = Path(tempfile.mkdtemp(dir=gradio_output_dir, prefix="ui_"))
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file_output_path = f"{tmp_output_dir}/{filename}"
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# logger.info(f"Saving file to: {file_output_path}")
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with open(file_output_path, "wb") as f:
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f.write(response.content)
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download_button = gr.DownloadButton(
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visible=True, label=f"Download {filename}", scale=1, value=file_output_path
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)
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else:
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full_content = response.json()
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markdown_content = full_content.get("document").get("md_content")
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json_content = json.dumps(
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full_content.get("document").get("json_content"), indent=2
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)
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html_content = full_content.get("document").get("html_content")
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text_content = full_content.get("document").get("text_content")
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doctags_content = full_content.get("document").get("doctags_content")
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return (
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markdown_content,
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markdown_content,
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json_content,
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html_content,
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html_content,
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text_content,
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doctags_content,
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download_button,
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)
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############
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# UI Setup #
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############
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with gr.Blocks(
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css=css,
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theme=theme,
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title="Docling Serve",
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delete_cache=(3600, 3600), # Delete all files older than 1 hour every hour
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) as ui:
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# Constants stored in states to be able to pass them as inputs to functions
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processing_text = gr.State("Processing your document(s), please wait...")
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true_bool = gr.State(True)
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false_bool = gr.State(False)
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# Banner
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with gr.Row(elem_id="check_health"):
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# Logo
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with gr.Column(scale=1, min_width=90):
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gr.Image(
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"https://ds4sd.github.io/docling/assets/logo.png",
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height=80,
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width=80,
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show_download_button=False,
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show_label=False,
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show_fullscreen_button=False,
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container=False,
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elem_id="logo",
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scale=0,
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)
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# Title
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with gr.Column(scale=1, min_width=200):
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gr.Markdown(
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f"# Docling Serve \n(docling version: "
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f"{importlib.metadata.version('docling')})",
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elem_id="title",
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elem_classes=["title-text"],
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)
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# Dark mode button
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with gr.Column(scale=16, elem_id="dark_mode_column"):
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dark_mode_btn = gr.Button("Dark/Light Mode", scale=0)
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dark_mode_btn.click(
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None,
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None,
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None,
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js="""() => {
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if (document.querySelectorAll('.dark').length) {
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document.querySelectorAll('.dark').forEach(
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el => el.classList.remove('dark')
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);
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} else {
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document.querySelector('body').classList.add('dark');
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}
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}""",
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show_api=False,
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)
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# URL Processing Tab
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with gr.Tab("Convert URL(s)"):
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with gr.Row():
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with gr.Column(scale=4):
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url_input = gr.Textbox(
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label="Input Sources (comma-separated URLs)",
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placeholder="https://arxiv.org/pdf/2206.01062",
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)
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with gr.Column(scale=1):
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url_process_btn = gr.Button("Process URL(s)", scale=1)
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url_reset_btn = gr.Button("Reset", scale=1)
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# File Processing Tab
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with gr.Tab("Convert File(s)"):
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with gr.Row():
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with gr.Column(scale=4):
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file_input = gr.File(
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elem_id="file_input_zone",
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label="Upload Files",
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file_types=[
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".pdf",
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".docx",
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".pptx",
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".html",
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".xlsx",
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".asciidoc",
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".txt",
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".md",
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".jpg",
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".jpeg",
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".png",
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".gif",
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],
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file_count="multiple",
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scale=4,
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)
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with gr.Column(scale=1):
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file_process_btn = gr.Button("Process File(s)", scale=1)
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file_reset_btn = gr.Button("Reset", scale=1)
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# Options
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with gr.Accordion("Options") as options:
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with gr.Row():
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with gr.Column(scale=1):
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to_formats = gr.CheckboxGroup(
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[
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("Markdown", "md"),
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("Docling (JSON)", "json"),
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("HTML", "html"),
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("Plain Text", "text"),
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("Doc Tags", "doctags"),
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],
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label="To Formats",
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value=["md"],
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)
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with gr.Column(scale=1):
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image_export_mode = gr.Radio(
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[
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("Embedded", "embedded"),
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("Placeholder", "placeholder"),
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("Referenced", "referenced"),
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],
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label="Image Export Mode",
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value="embedded",
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)
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with gr.Row():
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with gr.Column(scale=1, min_width=200):
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ocr = gr.Checkbox(label="Enable OCR", value=True)
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force_ocr = gr.Checkbox(label="Force OCR", value=False)
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with gr.Column(scale=1):
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ocr_engine = gr.Radio(
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[
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("EasyOCR", "easyocr"),
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("Tesseract", "tesseract"),
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("RapidOCR", "rapidocr"),
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],
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label="OCR Engine",
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value="easyocr",
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)
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with gr.Column(scale=1, min_width=200):
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ocr_lang = gr.Textbox(
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label="OCR Language (beware of the format)", value="en,fr,de,es"
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)
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ocr_engine.change(change_ocr_lang, inputs=[ocr_engine], outputs=[ocr_lang])
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with gr.Row():
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with gr.Column(scale=2):
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pdf_backend = gr.Radio(
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["pypdfium2", "dlparse_v1", "dlparse_v2"],
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label="PDF Backend",
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value="dlparse_v2",
|
||||
)
|
||||
with gr.Column(scale=2):
|
||||
table_mode = gr.Radio(
|
||||
["fast", "accurate"], label="Table Mode", value="fast"
|
||||
)
|
||||
with gr.Column(scale=1):
|
||||
abort_on_error = gr.Checkbox(label="Abort on Error", value=False)
|
||||
return_as_file = gr.Checkbox(label="Return as File", value=False)
|
||||
|
||||
# Document output
|
||||
with gr.Row(visible=False) as content_output:
|
||||
with gr.Tab("Markdown"):
|
||||
output_markdown = gr.Code(
|
||||
language="markdown", wrap_lines=True, show_label=False
|
||||
)
|
||||
with gr.Tab("Markdown-Rendered"):
|
||||
output_markdown_rendered = gr.Markdown(label="Response")
|
||||
with gr.Tab("Docling (JSON)"):
|
||||
output_json = gr.Code(language="json", wrap_lines=True, show_label=False)
|
||||
with gr.Tab("HTML"):
|
||||
output_html = gr.Code(language="html", wrap_lines=True, show_label=False)
|
||||
with gr.Tab("HTML-Rendered"):
|
||||
output_html_rendered = gr.HTML(label="Response")
|
||||
with gr.Tab("Text"):
|
||||
output_text = gr.Code(wrap_lines=True, show_label=False)
|
||||
with gr.Tab("DocTags"):
|
||||
output_doctags = gr.Code(wrap_lines=True, show_label=False)
|
||||
|
||||
# File download output
|
||||
with gr.Row(visible=False) as file_output:
|
||||
download_file_btn = gr.DownloadButton(label="Placeholder", scale=1)
|
||||
|
||||
##############
|
||||
# UI Actions #
|
||||
##############
|
||||
|
||||
# Handle Return as File
|
||||
url_input.change(
|
||||
auto_set_return_as_file,
|
||||
inputs=[url_input, file_input, image_export_mode],
|
||||
outputs=[return_as_file],
|
||||
)
|
||||
file_input.change(
|
||||
auto_set_return_as_file,
|
||||
inputs=[url_input, file_input, image_export_mode],
|
||||
outputs=[return_as_file],
|
||||
)
|
||||
image_export_mode.change(
|
||||
auto_set_return_as_file,
|
||||
inputs=[url_input, file_input, image_export_mode],
|
||||
outputs=[return_as_file],
|
||||
)
|
||||
|
||||
# URL processing
|
||||
url_process_btn.click(
|
||||
set_options_visibility, inputs=[false_bool], outputs=[options]
|
||||
).then(
|
||||
set_download_button_label, inputs=[processing_text], outputs=[download_file_btn]
|
||||
).then(
|
||||
set_outputs_visibility_process,
|
||||
inputs=[return_as_file],
|
||||
outputs=[content_output, file_output],
|
||||
).then(
|
||||
clear_outputs,
|
||||
inputs=None,
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
],
|
||||
).then(
|
||||
process_url,
|
||||
inputs=[
|
||||
url_input,
|
||||
to_formats,
|
||||
image_export_mode,
|
||||
ocr,
|
||||
force_ocr,
|
||||
ocr_engine,
|
||||
ocr_lang,
|
||||
pdf_backend,
|
||||
table_mode,
|
||||
abort_on_error,
|
||||
return_as_file,
|
||||
],
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
download_file_btn,
|
||||
],
|
||||
)
|
||||
|
||||
url_reset_btn.click(
|
||||
clear_outputs,
|
||||
inputs=None,
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
],
|
||||
).then(set_options_visibility, inputs=[true_bool], outputs=[options]).then(
|
||||
set_outputs_visibility_direct,
|
||||
inputs=[false_bool, false_bool],
|
||||
outputs=[content_output, file_output],
|
||||
).then(
|
||||
clear_url_input, inputs=None, outputs=[url_input]
|
||||
)
|
||||
|
||||
# File processing
|
||||
file_process_btn.click(
|
||||
set_options_visibility, inputs=[false_bool], outputs=[options]
|
||||
).then(
|
||||
set_download_button_label, inputs=[processing_text], outputs=[download_file_btn]
|
||||
).then(
|
||||
set_outputs_visibility_process,
|
||||
inputs=[return_as_file],
|
||||
outputs=[content_output, file_output],
|
||||
).then(
|
||||
clear_outputs,
|
||||
inputs=None,
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
],
|
||||
).then(
|
||||
process_file,
|
||||
inputs=[
|
||||
file_input,
|
||||
to_formats,
|
||||
image_export_mode,
|
||||
ocr,
|
||||
force_ocr,
|
||||
ocr_engine,
|
||||
ocr_lang,
|
||||
pdf_backend,
|
||||
table_mode,
|
||||
abort_on_error,
|
||||
return_as_file,
|
||||
],
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
download_file_btn,
|
||||
],
|
||||
)
|
||||
|
||||
file_reset_btn.click(
|
||||
clear_outputs,
|
||||
inputs=None,
|
||||
outputs=[
|
||||
output_markdown,
|
||||
output_markdown_rendered,
|
||||
output_json,
|
||||
output_html,
|
||||
output_html_rendered,
|
||||
output_text,
|
||||
output_doctags,
|
||||
],
|
||||
).then(set_options_visibility, inputs=[true_bool], outputs=[options]).then(
|
||||
set_outputs_visibility_direct,
|
||||
inputs=[false_bool, false_bool],
|
||||
outputs=[content_output, file_output],
|
||||
).then(
|
||||
clear_file_input, inputs=None, outputs=[file_input]
|
||||
)
|
||||
Reference in New Issue
Block a user