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Переводы строк приведены к LF, удалены заметки разработчика
тесты.txt — команды curl с локальными путями Windows и ссылкой на личный файл; примеры запросов будут в README.
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9dafb27c3d
commit
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4 changed files with 101 additions and 112 deletions
2
.gitattributes
vendored
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2
.gitattributes
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* text=auto eol=lf
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*.ogg binary
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# Generated by Django 5.1.3 on 2025-05-06 12:35
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# Generated by Django 5.1.3 on 2025-05-06 12:35
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import api_app.models
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import api_app.models
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from django.db import migrations, models
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from django.db import migrations, models
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class Migration(migrations.Migration):
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class Migration(migrations.Migration):
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initial = True
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initial = True
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dependencies = [
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dependencies = [
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]
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]
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operations = [
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operations = [
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migrations.CreateModel(
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migrations.CreateModel(
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name='AudioFile',
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name='AudioFile',
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fields=[
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('file', models.FileField(upload_to=api_app.models.get_file_path)),
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('file', models.FileField(upload_to=api_app.models.get_file_path)),
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('uploaded_at', models.DateTimeField(auto_now_add=True)),
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('uploaded_at', models.DateTimeField(auto_now_add=True)),
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('processed_text', models.TextField(blank=True, null=True)),
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('processed_text', models.TextField(blank=True, null=True)),
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],
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],
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),
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),
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migrations.CreateModel(
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migrations.CreateModel(
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name='DocumentFile',
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name='DocumentFile',
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fields=[
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('file', models.FileField(upload_to=api_app.models.get_file_path)),
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('file', models.FileField(upload_to=api_app.models.get_file_path)),
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('uploaded_at', models.DateTimeField(auto_now_add=True)),
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('uploaded_at', models.DateTimeField(auto_now_add=True)),
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('processed_text', models.TextField(blank=True, null=True)),
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('processed_text', models.TextField(blank=True, null=True)),
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],
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],
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),
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),
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]
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]
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import pdfplumber
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import pdfplumber
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import docx
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import docx
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import csv
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import csv
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import os
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import os
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from io import StringIO, BytesIO
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from io import StringIO, BytesIO
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from PIL import Image
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from PIL import Image
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import base64
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import base64
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def extract_text_tables(file_path: str) -> str:
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def extract_text_tables(file_path: str) -> str:
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result = ""
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result = ""
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if file_path.endswith(".pdf"):
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if file_path.endswith(".pdf"):
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with pdfplumber.open(file_path) as pdf:
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with pdfplumber.open(file_path) as pdf:
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for page in pdf.pages:
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for page in pdf.pages:
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text = page.extract_text()
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text = page.extract_text()
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if text:
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if text:
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result += "<p>" + text.replace("\n", "</p><p>") + "</p>"
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result += "<p>" + text.replace("\n", "</p><p>") + "</p>"
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tables = page.extract_tables()
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tables = page.extract_tables()
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if tables:
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if tables:
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for table in tables:
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for table in tables:
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csv_output = StringIO()
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csv_output = StringIO()
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csv_writer = csv.writer(csv_output)
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csv_writer = csv.writer(csv_output)
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csv_writer.writerows(table)
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csv_writer.writerows(table)
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result += f"<pre>{csv_output.getvalue()}</pre>"
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result += f"<pre>{csv_output.getvalue()}</pre>"
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# Извлечение изображений
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# Извлечение изображений
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if page.images:
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if page.images:
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for img in page.images:
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for img in page.images:
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img_data = img["stream"].get_data()
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img_data = img["stream"].get_data()
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encoded_img = base64.b64encode(img_data).decode("utf-8")
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encoded_img = base64.b64encode(img_data).decode("utf-8")
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result += f'<img src="data:image/png;base64,{encoded_img}"/>'
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result += f'<img src="data:image/png;base64,{encoded_img}"/>'
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elif file_path.endswith(".docx"):
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elif file_path.endswith(".docx"):
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doc = docx.Document(file_path)
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doc = docx.Document(file_path)
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text_data = []
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text_data = []
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table_data = []
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table_data = []
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image_data = []
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image_data = []
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for para in doc.paragraphs:
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for para in doc.paragraphs:
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if para.text.strip():
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if para.text.strip():
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text_data.append(f"<p>{para.text}</p>")
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text_data.append(f"<p>{para.text}</p>")
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for table in doc.tables:
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for table in doc.tables:
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csv_output = StringIO()
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csv_output = StringIO()
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csv_writer = csv.writer(csv_output)
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csv_writer = csv.writer(csv_output)
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for row in table.rows:
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for row in table.rows:
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csv_writer.writerow([cell.text.strip() for cell in row.cells])
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csv_writer.writerow([cell.text.strip() for cell in row.cells])
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table_data.append(f"<pre>{csv_output.getvalue()}</pre>")
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table_data.append(f"<pre>{csv_output.getvalue()}</pre>")
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# Извлечение изображений
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# Извлечение изображений
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for rel in doc.part.rels:
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for rel in doc.part.rels:
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if "image" in doc.part.rels[rel].target_ref:
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if "image" in doc.part.rels[rel].target_ref:
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image_data_blob = doc.part.rels[rel].target_part.blob
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image_data_blob = doc.part.rels[rel].target_part.blob
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encoded_img = base64.b64encode(image_data_blob).decode("utf-8")
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encoded_img = base64.b64encode(image_data_blob).decode("utf-8")
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image_data.append(f'<img src="data:image/png;base64,{encoded_img}"/>')
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image_data.append(f'<img src="data:image/png;base64,{encoded_img}"/>')
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if text_data:
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if text_data:
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result += "".join(text_data)
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result += "".join(text_data)
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if table_data:
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if table_data:
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result += "".join(table_data)
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result += "".join(table_data)
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if image_data:
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if image_data:
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result += "".join(image_data)
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result += "".join(image_data)
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return result
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return result
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13
тесты.txt
13
тесты.txt
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python manage.py runserver
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------------------------------------------
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Тест расширения для сканирования:
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curl -X POST -F "document=@C:\Users\egord\Desktop\API EasyAccess\api_project\media\uploads\Деев Е.В. Резюме.pdf" http://localhost:8000/api/document-to-text/
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------------------------------------------
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Тест для аудио транскрипции:
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curl -X POST -F audio=@"C:\Users\egord\Desktop\API EasyAccess\api_project\media\uploads\audio.ogg" http://localhost:8000/api/audio-to-text/
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