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Add directory watcher service
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parent
957272cd07
commit
5bc170f519
6 changed files with 164 additions and 8 deletions
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@ -0,0 +1,26 @@
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# Generated by Django 5.1.3 on 2024-11-26 15:12
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from django.db import migrations, models
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class Migration(migrations.Migration):
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dependencies = [
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("documents", "0003_remove_document_metadata_document_ocr_metadata"),
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]
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operations = [
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migrations.AlterField(
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model_name="document",
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name="document_type",
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field=models.CharField(
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choices=[
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("memorandum", "Memorandum"),
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("hoa", "HOA"),
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("documented procedures manual", "Documented Procedures Manual"),
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("other", "Other"),
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],
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max_length=32,
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),
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),
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]
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@ -10,7 +10,9 @@ class Document(models.Model):
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DOCUMENT_TYPE_CHOICES = (
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("memorandum", "Memorandum"),
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("hoa", "HOA"),
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# TODO: Update this list on types of documents
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("documented procedures manual", "Documented Procedures Manual"),
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("other", "Other"),
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)
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document_type = models.CharField(
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max_length=32, choices=DOCUMENT_TYPE_CHOICES, null=False, blank=False
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@ -1,3 +1,6 @@
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from io import BytesIO
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from documents.models import Document
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from django.db.models.signals import post_save
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from django.dispatch import receiver
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from config.settings import MEDIA_ROOT
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@ -9,18 +12,25 @@ from .models import Document
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@receiver(post_save, sender=Document)
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def domain_post_save(sender, instance, **kwargs):
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def document_post_save(sender, instance, **kwargs):
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if not instance.ocr_metadata:
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metadata = ""
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with fitz.open(os.path.join(MEDIA_ROOT, instance.file.name)) as doc:
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mat = fitz.Matrix(1.2, 1.2)
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for page in doc:
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pix = page.get_pixmap(matrix=mat)
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output = f'{page.number}.jpg'
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pix.save(output)
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res = str(pytesseract.image_to_string(Image.open(output)))
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os.remove(output)
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metadata += res
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# Convert pixmap to bytes
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img_bytes = pix.tobytes()
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# Create a BytesIO object
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img_buffer = BytesIO(img_bytes)
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# Create a PIL Image object from the bytes
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img = Image.open(img_buffer)
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# Perform OCR
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text = pytesseract.image_to_string(img).strip()
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metadata += text
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instance.ocr_metadata = metadata
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instance.save()
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