Merge branch develop con master

.github/workflows/coverage.yml

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+name: Update coverage report
+on:
+    push:
+      branches:
+        - main
+        - develop
+    pull_request:
+      branches:
+        - main
+        - develop
+    workflow_dispatch:
+
+jobs:
+  CodeCoverageFrontend:
+      runs-on: ubuntu-latest
+      defaults:
+        run:
+          working-directory: ./Artificial_QI/frontend
+
+      steps:
+        - name: Checkout repository
+          uses: actions/checkout@v4
+
+        - name: Use Node.js
+          uses: actions/setup-node@v4
+          with:
+            node-version: '20'
+
+        - name: Install dependencies
+          run: npm ci
+
+        - name: Build project
+          run: npm run build
+
+        - name: Run tests and generate coverage
+          run: npm run test:unit
+
+        - name: Upload coverage to Coveralls
+          uses: coverallsapp/github-action@v2
+          with:
+            github-token: ${{ secrets.GITHUB_TOKEN }}
+            path-to-lcov:  ./Artificial_QI/frontend/coverage/lcov.info
+  CodeCoverageBackend:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python 3.x
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.x'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r Artificial_QI/requirements.txt
+
+    - name: Pre-download BERT model
+      run: |
+        python -c "from transformers import AutoModel; AutoModel.from_pretrained('bert-base-uncased')"
+
+    - name: Run tests and generate coverage report
+      run: |
+        cd Artificial_QI
+        coverage run -m pytest
+        coverage report
+        coverage xml
+    - name: Upload coverage to Coveralls
+      uses: coverallsapp/github-action@v2
+
+  CheckCiclomaticComplexity:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python 3.x
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.x'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install xenon radon
+
+    - name: Check ciclomatic complexity
+      run: |
+       cd Artificial_QI
+       xenon --max-absolute B --max-average A -e "test/*" .

.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
+
+# POSTGRESQL DOCKER
+# escludo .gitkeep per mantenere la cartella
+Artificial_QI/db/db_data/*
+!Artificial_QI/db/db_data/.gitkeep
+Artificial_QI/db/pgadmin_data/*
+!Artificial_QI/db/pgadmin_data/.gitkeep
+
+# IDE
+.vscode/
+.idea/
+
+# modelli joblib
+*.joblib
+
+# File di prova
+prova*

Artificial_QI/.dockerignore

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+# No test
+.pytest_cache/
+test/**/__pycache__/
+test/
+# No db
+db_data/
+pgadmin_data/
+# No frontend
+frontend/public/
+src/**/__pycache__/
+# No file runtime python
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+# No altri file
+*.DS_Store
+# No file progettazione starUML
+*.mdj
+# No file configurazione Github Actions
+*.toml
+*.cfg
+# No training model files
+trainModel/

Artificial_QI/Dockerfile.backend

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+# Use a Python base image
+FROM python:3.13
+
+# Set working directory
+WORKDIR /app
+
+# Copy requirements file
+COPY requirements.txt .
+
+# Install PostgreSQL development libraries
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libpq-dev \
+    gcc \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code (excluding frontend directory if it exists)
+COPY . .
+
+# Expose port for the backend service
+EXPOSE 8080
+
+# Command to run the application
+CMD ["waitress-serve", "--host", "0.0.0.0", "--call", "application:create_app"]