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Merge pull request #332 from tjbck/master
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feat: API server file upload support
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VikParuchuri authored Nov 5, 2024
2 parents 416d83e + eb4f802 commit da6a2f5
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Showing 2 changed files with 119 additions and 30 deletions.
1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@ wandb
report.json
benchmark_data
debug_data
uploads

# Byte-compiled / optimized / DLL files
__pycache__/
Expand Down
148 changes: 118 additions & 30 deletions marker_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,12 +14,20 @@
from typing import Optional, Annotated
import io

from fastapi import FastAPI, Body
from fastapi import FastAPI, Body, Form, File, UploadFile, HTTPException
from marker.convert import convert_single_pdf
from marker.models import load_all_models

app_data = {}


UPLOAD_DIRECTORY = "./uploads" # Directory to store uploaded files

# Ensure the upload directory exists
if not os.path.exists(UPLOAD_DIRECTORY):
os.makedirs(UPLOAD_DIRECTORY)


@asynccontextmanager
async def lifespan(app: FastAPI):
if app.state.LOCAL:
Expand All @@ -33,10 +41,11 @@ async def lifespan(app: FastAPI):

app = FastAPI(lifespan=lifespan)


@app.get("/")
async def root():
return HTMLResponse(
"""
"""
<h1>Marker API</h1>
<ul>
<li><a href="/docs">API Documentation</a></li>
Expand All @@ -48,59 +57,124 @@ async def root():

class CommonParams(BaseModel):
filepath: Annotated[
str,
Field(description="The path to the PDF file to convert.")
Optional[str], Field(description="The path to the PDF file to convert.")
]
max_pages: Annotated[
Optional[int],
Field(description="The maximum number of pages in the document to convert.", example=None)
Field(
description="The maximum number of pages in the document to convert.",
example=None,
),
] = None
langs: Annotated[
Optional[str],
Field(description="The optional languages to use if OCR is needed, comma separated. Must be either the names or codes from from https://github.com/VikParuchuri/surya/blob/master/surya/languages.py.", example=None)
Field(
description="The optional languages to use if OCR is needed, comma separated. Must be either the names or codes from from https://github.com/VikParuchuri/surya/blob/master/surya/languages.py.",
example=None,
),
] = None
force_ocr: Annotated[
bool,
Field(description="Force OCR on all pages of the PDF. Defaults to False. This can lead to worse results if you have good text in your PDFs (which is true in most cases).")
Field(
description="Force OCR on all pages of the PDF. Defaults to False. This can lead to worse results if you have good text in your PDFs (which is true in most cases)."
),
] = False
paginate: Annotated[
bool,
Field(description="Whether to paginate the output. Defaults to False. If set to True, each page of the output will be separated by a horizontal rule that contains the page number (2 newlines, {PAGE_NUMBER}, 48 - characters, 2 newlines).")
Field(
description="Whether to paginate the output. Defaults to False. If set to True, each page of the output will be separated by a horizontal rule that contains the page number (2 newlines, {PAGE_NUMBER}, 48 - characters, 2 newlines)."
),
] = False
extract_images: Annotated[
bool,
Field(description="Whether to extract images from the PDF. Defaults to True. If set to False, no images will be extracted from the PDF.")
Field(
description="Whether to extract images from the PDF. Defaults to True. If set to False, no images will be extracted from the PDF."
),
] = True


@app.post("/marker")
async def convert_pdf(
params: CommonParams
):
async def convert_pdf(params: CommonParams):
if app.state.LOCAL:
print(f"Converting {params.filepath} locally.")
assert all([
params.extract_images is True,
params.paginate is False,
]), "Local conversion API does not support image extraction or pagination."
assert all(
[
params.extract_images is True,
params.paginate is False,
]
), "Local conversion API does not support image extraction or pagination."
return await convert_pdf_local(params)
else:
print(f"Converting {params.filepath} using the Datalab API.")
return await convert_pdf_remote(params)


@app.post("/marker/upload")
async def convert_pdf_upload(
max_pages: Optional[int] = Form(default=None),
langs: Optional[str] = Form(default=None),
force_ocr: Optional[bool] = Form(default=False),
paginate: Optional[bool] = Form(default=False),
extract_images: Optional[bool] = Form(default=True),
file: UploadFile = File(
..., description="The PDF file to convert.", media_type="application/pdf"
),
):
params = CommonParams(
filepath=None,
max_pages=max_pages,
langs=langs,
force_ocr=force_ocr,
paginate=paginate,
extract_images=extract_images,
)

print(f"Converting the uploaded PDF file: {file.filename}")
return await convert_pdf_from_upload(file, params)


async def convert_pdf_from_upload(file: UploadFile, params: CommonParams):
# Check that the uploaded file is a PDF
if file.content_type != "application/pdf":
raise HTTPException(status_code=400, detail="Only PDF files are allowed.")

try:
# Save the uploaded file in the ./uploads directory
upload_path = os.path.join(UPLOAD_DIRECTORY, file.filename)

with open(upload_path, "wb") as upload_file:
file_contents = await file.read()
upload_file.write(file_contents)

# Proceed with the conversion using the saved file path
params.filepath = upload_path
if app.state.LOCAL:
return await convert_pdf_local(params)
else:
return await convert_pdf_remote(params)
except Exception as e:
return {
"success": False,
"error": str(e),
}
finally:
# Clean up the uploaded file after processing
if os.path.exists(upload_path):
os.remove(upload_path)


async def convert_pdf_remote(params: CommonParams):
with open(params.filepath, "rb") as f:
filedata = f.read()

filename = os.path.basename(params.filepath)
form_data = {
'file': (filename, filedata, 'application/pdf'),
'max_pages': (None, params.max_pages),
'langs': (None, params.langs),
'force_ocr': (None, params.force_ocr),
'paginate': (None, params.paginate),
'extract_images': (None, params.extract_images),
"file": (filename, filedata, "application/pdf"),
"max_pages": (None, params.max_pages),
"langs": (None, params.langs),
"force_ocr": (None, params.force_ocr),
"paginate": (None, params.paginate),
"extract_images": (None, params.extract_images),
}

headers = {"X-API-Key": app.state.API_KEY}
Expand Down Expand Up @@ -128,7 +202,7 @@ async def convert_pdf_local(params: CommonParams):
app_data["models"],
max_pages=params.max_pages,
langs=params.langs,
ocr_all_pages=params.force_ocr
ocr_all_pages=params.force_ocr,
)
except Exception as e:
return {
Expand All @@ -146,16 +220,30 @@ async def convert_pdf_local(params: CommonParams):
"markdown": full_text,
"images": encoded,
"metadata": metadata,
"success": True
"success": True,
}


def main():
parser = argparse.ArgumentParser(description='Convert PDFs to markdown.')
parser.add_argument('--port', type=int, default=8000, help='Port to run the server on')
parser.add_argument('--host', type=str, default="127.0.0.1", help='Host to run the server on')
parser.add_argument('--api_key', type=str, default=None, help='API key for the Datalab API. If not specified, API will run locally.')
parser.add_argument("--datalab_url", type=str, default="https://api.datalab.to/api/v1/marker", help="The URL for the Datalab API")
parser = argparse.ArgumentParser(description="Convert PDFs to markdown.")
parser.add_argument(
"--port", type=int, default=8000, help="Port to run the server on"
)
parser.add_argument(
"--host", type=str, default="127.0.0.1", help="Host to run the server on"
)
parser.add_argument(
"--api_key",
type=str,
default=None,
help="API key for the Datalab API. If not specified, API will run locally.",
)
parser.add_argument(
"--datalab_url",
type=str,
default="https://api.datalab.to/api/v1/marker",
help="The URL for the Datalab API",
)

args = parser.parse_args()

Expand All @@ -172,4 +260,4 @@ def main():


if __name__ == "__main__":
main()
main()

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