add re-validation in python
This commit is contained in:
parent
f98145d6db
commit
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@ -3,7 +3,6 @@ from ninja.files import UploadedFile
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from ninja.pagination import paginate
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from django.db import transaction
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from django.core.files.base import ContentFile
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from django.http import Http404
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from django.utils import timezone
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from django.shortcuts import get_object_or_404
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from typing import List
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@ -97,12 +96,9 @@ def create_submission(
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file_index = 0
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for response_data in data.responses:
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# Get the puzzle
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try:
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puzzle = SteamCollectionItem.objects.get(id=response_data.puzzle_id)
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except SteamCollectionItem.DoesNotExist:
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return 400, {
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"detail": f"Puzzle with id {response_data.puzzle_id} not found"
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}
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puzzle = get_object_or_404(
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SteamCollectionItem, id=response_data.puzzle_id
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)
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# Create the puzzle response
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response = PuzzleResponse.objects.create(
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@ -121,6 +117,7 @@ def create_submission(
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# Process files for this response
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# For simplicity, we'll take one file per response
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# In a real implementation, you'd need better file-to-response mapping
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print("FI", file_index, files)
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if file_index < len(files):
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uploaded_file = files[file_index]
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@ -0,0 +1,20 @@
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from django.core.management.base import BaseCommand
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from submissions.utils import verify_and_validate_ocr_date_for_submission
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from submissions.models import SubmissionFile
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class Command(BaseCommand):
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def add_arguments(self, parser):
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parser.add_argument("--force", action="store_true", help="Force redo the OCR")
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def handle(self, *args, **options):
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for file in SubmissionFile.objects.prefetch_related(
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"response__puzzle",
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"response__submission__user",
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):
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if not file.response.needs_manual_validation and not options.get(
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"force", False
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):
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continue
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verify_and_validate_ocr_date_for_submission(file)
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@ -4,12 +4,16 @@ Utilities for fetching Steam Workshop collection data using Steam Web API
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import re
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import requests
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from submissions.models import SteamCollection
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from submissions.models import SteamCollection, SubmissionFile
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from datetime import datetime
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from django.utils import timezone
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from django.conf import settings
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from typing import Dict, List, Optional, Tuple
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import logging
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from PIL import Image
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import cv2
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import pytesseract
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import os
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logger = logging.getLogger(__name__)
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@ -425,3 +429,88 @@ def create_or_update_collection(url: str) -> Tuple[SteamCollection, bool]:
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)
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return collection, created
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def verify_ocr_data_for_file(file: str) -> tuple[str, int, int, int]:
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# Convert GIF to JPG
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with Image.open(file) as img:
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# width, height = img.size
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img.seek(0)
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rgb_img = img.convert("RGB")
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rgb_img.save("temp.jpg", "JPEG")
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# Read image from which text needs to be extracted
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img = cv2.imread("temp.jpg")
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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# Optional: resize for better OCR
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gray = cv2.resize(gray, None, fx=1, fy=1, interpolation=cv2.INTER_CUBIC)
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# Manually crop regions based on known layout (x, y, w, h)
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regions = [
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(15, 600, 330, 28), # PUZZLE NAME
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(412, 603, 65, 22), # COST
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(577, 603, 65, 22), # CYCLES
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(739, 603, 65, 22), # AREA
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]
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output = img.copy()
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def find_text(dims, gray, output, content):
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x, y, w, h = dims
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roi = gray[y : y + h, x : x + w]
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roi = cv2.bitwise_not(roi)
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if content == "digits" or content == "digits_with_6":
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config = "--oem 3 --psm 7 -c tessedit_char_whitelist=0123456789"
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else:
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config = "--oem 3 --psm 7"
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text = pytesseract.image_to_string(roi, config=config).strip()
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# Remove the extra 6 (actually the G for Gold) for cost value
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if content == "digits_with_6":
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text = text[:-1]
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cv2.rectangle(output, (x, y), (x + w, y + h), (0, 255, 0), 2)
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return text
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puzzle = find_text(regions[0], gray, output, "letters")
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cost = find_text(regions[1], gray, output, "digits_with_6")
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cycles = find_text(regions[2], gray, output, "digits")
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area = find_text(regions[3], gray, output, "digits")
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# Save image with green rectangles around the considered zones, for debug purposes
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# cv2.imwrite("output_debug.jpg", output)
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os.remove("temp.jpg")
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return puzzle, cost, cycles, area
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def verify_and_validate_ocr_date_for_submission(file: SubmissionFile):
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ocr_data = verify_ocr_data_for_file(file.file.path)
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r = file.response
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print(
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f"{r.submission.user}: ({r.cost: >4} {r.cycles: >4} {r.area: >4}) -> ({ocr_data[1]: >4} {ocr_data[2]: >4} {ocr_data[3]: >4})"
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)
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valid_count = 0
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if r.cost == ocr_data[1]:
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r.validated_cost = r.cost
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valid_count += 1
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if r.cycles == ocr_data[2]:
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r.validated_cycles = r.cycles
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valid_count += 1
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if r.area == ocr_data[3]:
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r.validated_area = r.area
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valid_count += 1
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if valid_count == 3:
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r.needs_manual_validation = False
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if valid_count:
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r.save()
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@ -10,6 +10,9 @@ dependencies = [
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"django-ninja>=1.3.0",
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"pillow>=10.0.0",
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"gunicorn>=23.0.0",
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"opencv-python>=4.12.0.88",
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"pytesseract>=0.3.13",
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"pandas>=2.3.3",
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]
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[build-system]
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195
uv.lock
195
uv.lock
@ -2,7 +2,8 @@ version = 1
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revision = 3
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requires-python = ">=3.10"
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resolution-markers = [
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"python_full_version >= '3.11'",
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"python_full_version >= '3.12'",
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"python_full_version == '3.11.*'",
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"python_full_version < '3.11'",
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]
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@ -340,7 +341,8 @@ name = "ipython"
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version = "9.6.0"
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source = { registry = "https://pypi.org/simple" }
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resolution-markers = [
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"python_full_version >= '3.11'",
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"python_full_version >= '3.12'",
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"python_full_version == '3.11.*'",
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]
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dependencies = [
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{ name = "colorama", marker = "python_full_version >= '3.11' and sys_platform == 'win32'" },
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@ -405,6 +407,85 @@ wheels = [
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]
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[[package]]
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name = "numpy"
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version = "2.2.6"
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source = { registry = "https://pypi.org/simple" }
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sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440, upload-time = "2025-05-17T22:38:04.611Z" }
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wheels = [
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wheels = [
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wheels = [
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[[package]]
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name = "sqlparse"
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version = "0.5.3"
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||||
Loading…
Reference in New Issue
Block a user