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.gitignore

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+# Created by https://www.toptal.com/developers/gitignore/api/python
+# Edit at https://www.toptal.com/developers/gitignore?templates=python
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+### Python Patch ###
+# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
+poetry.toml
+
+# ruff
+.ruff_cache/
+
+# LSP config files
+pyrightconfig.json
+
+# End of https://www.toptal.com/developers/gitignore/api/python
+
+tags

.python-version

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+3.13

main.py

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+# HOW TO USE
+# 1. Install Tesseract (https://github.com/tesseract-ocr/tesseract/releases/)
+# 2. Install required libraries (see in the code below)
+# 3. Put all your Opus Magnum-generated gifs in a folder
+# 4. Facultative: if you are importing your gifs automatically from Discord using DiscordChatExporter, also save the CSV data file
+# 5. Facultative: if you want to make an automatic correspondence between the usernames and desired display names, you can create a username.csv file with 2 columns: usename and name
+# 6. Change the settings in the code below according to your needs
+# 7. If everything goes well, the results should be output on the console as well as in a csv file.
+
+
+# Import required packages
+import cv2
+import pytesseract
+from PIL import Image
+import os
+import pandas as pd
+
+
+### SETTINGS
+
+# Mention the installed location of Tesseract-OCR in your system
+# pytesseract.pytesseract.tesseract_cmd = 'C:/Program Files/Tesseract-OCR/tesseract.exe'
+pytesseract.pytesseract.tesseract_cmd = '/usr/bin/tesseract'
+
+# Insert the path of the folder containing the GIFs here
+gifs_path = "gifs_opus_magnum"
+
+# Do you want to include the Discord usernames in the output (requires Discord messages data file)? If False, will use name of file instead
+use_discord_data = False
+# Insert the path of the CSV file containing Discord messages data
+discord_data_path = "EvLan - EvLan 2 - solutions-opus-magnum [1260715259514327070].csv"
+
+# Do you want to include the real names of the participants (requires username correspondence file)?
+use_real_names = False
+# Insert the path of the CSV file containing username -> name correspondence
+usernames_data_path = "usernames.csv"
+
+# Insert here the desired path for the output CSV file
+output_path = "results_opus_magnum.csv"
+
+### END OF SETTINGS
+
+
+results = pd.DataFrame(columns=['username','name','puzzle','cost','cycles','area','notes'])
+
+filenames =  os.listdir(gifs_path)
+
+if use_discord_data:
+    discord_data_df = pd.read_csv(discord_data_path)
+if use_real_names:
+    usernames_data_df = pd.read_csv(usernames_data_path)
+
+for filename in filenames:
+    img_path = os.path.join(gifs_path, filename)
+
+    # Convert GIF to JPG
+    with Image.open(img_path) as img:
+        width, height = img.size
+        img.seek(0)
+        rgb_img = img.convert("RGB")
+        rgb_img.save("temp.jpg", "JPEG")
+
+    # Read image from which text needs to be extracted
+    img = cv2.imread("temp.jpg")
+
+    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+
+    # Optional: resize for better OCR
+    gray = cv2.resize(gray, None, fx=1, fy=1, interpolation=cv2.INTER_CUBIC)
+
+    # Manually crop regions based on known layout (x, y, w, h)
+    regions = [
+        (15, 600, 330, 28), # PUZZLE NAME
+        (412, 603, 65, 22), # COST
+        (577, 603, 65, 22), # CYCLES
+        (739, 603, 65, 22) # AREA
+    ]
+
+    output = img.copy()
+    
+    # "Username", "name" and "notes" fields are filled in in this section
+    username = filename
+    notes = ""
+    if use_discord_data:
+        for _, row in discord_data_df.iterrows():
+            attachments = row['Attachments'].split(',')
+            for attachment in attachments:
+                if filename == attachment.split('\\')[1]:
+                    username = row['Author']
+                    notes = row['Content']
+    if use_real_names:
+        name = usernames_data_df.loc[username == usernames_data_df['username']].iloc[0]['name']
+    else:
+        name = ""
+
+    def find_text(dims, gray, output, content):
+        x, y, w, h = dims
+        roi = gray[y:y+h, x:x+w]
+        roi = cv2.bitwise_not(roi)
+        if content == 'digits' or content == 'digits_with_6':
+            config = "--oem 3 --psm 7 -c tessedit_char_whitelist=0123456789"
+        else:
+            config = "--oem 3 --psm 7"
+        text = pytesseract.image_to_string(roi, config=config).strip()
+        # Remove the extra 6 (actually the G for Gold) for cost value 
+        if content == 'digits_with_6':
+            text = text[:-1]
+        cv2.rectangle(output, (x, y), (x+w, y+h), (0, 255, 0), 2)
+        return text
+    
+    puzzle = find_text(regions[0], gray, output, 'letters')
+    cost = find_text(regions[1], gray, output, 'digits_with_6')
+    cycles = find_text(regions[2], gray, output, 'digits')
+    area = find_text(regions[3], gray, output, 'digits')
+    
+    results.loc[len(results)] = [username, name, puzzle, cost, cycles, area, notes]
+
+    # Save image with green rectangles around the considered zones, for debug purposes
+    #cv2.imwrite("output_debug.jpg", output)
+    
+    os.remove("temp.jpg")
+
+print("Done.")
+print(results)
+results.to_csv(output_path)

pyproject.toml

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+[project]
+name = "submitter"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "django>=5.2.7",
+    "django-cas-ng>=5.0.1",
+    "django-shinobi>=1.4.0",
+    "opencv-python>=4.12.0.88",
+    "pandas>=2.3.3",
+    "pytesseract>=0.3.13",
+]