Added module which does OCR for PDF, pdf-ocr in a separate package (#324)

(has a lot of dependencies).  Uses Tesseract.
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cybermaggedon 2025-03-20 09:29:40 +00:00 committed by GitHub
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from . pdf_decoder import *

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#!/usr/bin/env python3
from . pdf_decoder import run
if __name__ == '__main__':
run()

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"""
Simple decoder, accepts PDF documents on input, outputs pages from the
PDF document as text as separate output objects.
"""
import tempfile
import base64
import pytesseract
from pdf2image import convert_from_bytes
from ... schema import Document, TextDocument, Metadata
from ... schema import document_ingest_queue, text_ingest_queue
from ... log_level import LogLevel
from ... base import ConsumerProducer
module = ".".join(__name__.split(".")[1:-1])
default_input_queue = document_ingest_queue
default_output_queue = text_ingest_queue
default_subscriber = module
class Processor(ConsumerProducer):
def __init__(self, **params):
input_queue = params.get("input_queue", default_input_queue)
output_queue = params.get("output_queue", default_output_queue)
subscriber = params.get("subscriber", default_subscriber)
super(Processor, self).__init__(
**params | {
"input_queue": input_queue,
"output_queue": output_queue,
"subscriber": subscriber,
"input_schema": Document,
"output_schema": TextDocument,
}
)
print("PDF OCR inited")
async def handle(self, msg):
print("PDF message received")
v = msg.value()
print(f"Decoding {v.metadata.id}...", flush=True)
blob = base64.b64decode(v.data)
pages = convert_from_bytes(blob)
for ix, page in enumerate(pages):
try:
text = pytesseract.image_to_string(page, lang='eng')
except Exception as e:
print(f"Page did not OCR: {e}")
continue
r = TextDocument(
metadata=v.metadata,
text=text.encode("utf-8"),
)
await self.send(r)
print("Done.", flush=True)
@staticmethod
def add_args(parser):
ConsumerProducer.add_args(
parser, default_input_queue, default_subscriber,
default_output_queue,
)
def run():
Processor.launch(module, __doc__)