Feature/mem db init

.github/workflows/linter.yaml

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+name: Linter
+
+on: [pull_request]
+
+jobs:
+    lint-test:
+        runs-on: ubuntu-latest
+
+        steps:
+            - uses: actions/checkout@v2
+            - name: Lint
+              uses: chartboost/ruff-action@v1
+            - name: Check Format
+              uses: chartboost/ruff-action@v1
+              with:
+                  args: 'format --check'

.github/workflows/publish_package.yaml

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+name: Build and Publish Package
+
+on:
+  push:
+    tags: ['*']
+
+jobs:
+    build-and-publish:
+        runs-on: ubuntu-latest
+        name: Build and Publish Package
+        if: startsWith(github.ref, 'refs/tags/')
+
+        steps:
+        - name: Check out the code
+          uses: actions/checkout@v4
+        - name: Set up Python
+          uses: actions/setup-python@v5
+          with:
+            python-version: '3.13'
+        - name: Install dependencies
+          run: pip install twine build
+        - name: Build the package
+          run: python -m build
+        - name: Upload package to artifact
+          uses: actions/upload-artifact@v4
+          with:
+            name: python-package-distributions
+            path: dist/
+        - name: Add PyPI Config
+          run: echo ${{ secrets.PYRC_CONFIG }} | base64 -d > ~/.pypirc
+        - name: Publish package to PyPI
+          run: twine upload --repository forwarder dist/*
+
+    sign-release:
+        runs-on: ubuntu-latest
+        name: Sign and Release the Package to GitHub
+        needs: build-and-publish
+
+        permissions:
+            contents: write
+            id-token: write
+
+        steps:
+        - name: Download the package distributions
+          uses: actions/download-artifact@v4
+          with:
+            name: python-package-distributions
+            path: dist/
+        - name: Sign the dists with Sigstore
+          uses: sigstore/gh-action-sigstore-python@v3.0.0
+          with:
+            inputs:
+                ./dist/*.tar.gz
+                ./dist/*.whl
+        - name: Create GitHub Release
+          env:
+            GITHUB_TOKEN: ${{ github.token }}
+          run: gh release create '${{ github.ref_name }}' --repo '${{ github.repository }}' --generate-notes
+        - name: Upload artifact signatures to GitHub Release
+          env:
+            GITHUB_TOKEN: ${{ github.token }}
+          run: gh release upload '${{ github.ref_name }}' --repo '${{ github.repository }}' dist/**

.gitignore

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+# Created by .ignore support plugin (hsz.mobi)
+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+/.idea
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+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
+.hypothesis/
+.pytest_cache/
+
+# 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
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.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
+
+# celery beat schedule file
+celerybeat-schedule
+
+# 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/
+
+.vscode/settings.json
+.vscode
+
+data
+.env
+assets
+__pycache__

.pre-commit-config.yaml

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+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v6.0.0
+    hooks:
+    -   id: end-of-file-fixer
+    -   id: trailing-whitespace
+    -   id: requirements-txt-fixer
+-   repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: v0.13.0
+    hooks:
+    -   id: ruff
+        args:
+        - --fix
+    -   id: ruff-format

.python-version

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+3.12

pyproject.toml

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+[project]
+name = "mem-db-utils"
+version = "0.1.0"
+description = "Python package for in memory database to be used for cache, fast-access storages."
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "pydantic>=2.11.7",
+    "pydantic-settings>=2.10.1",
+    "python-dotenv>=1.1.1",
+    "redis>=6.2.0",
+]
+authors = [{ name = "Faizan Azim", email = "faizanazim11@gmail.com" }]
+
+[[tool.uv.index]]
+name = "prismatica-pypi"
+url = "https://readUser:hh(iBaf71$icV63@pypi.prismatica.in/simple"
+
+[build-system]
+requires = ["uv_build>=0.8.0,<0.9"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "coverage>=7.10.2",
+    "pre-commit>=4.2.0",
+    "pytest>=8.4.1",
+    "pytest-cov>=6.2.1",
+    "pytest-dotenv>=0.5.2",
+]
+
+[tool.pytest.ini_options]
+pythonpath = ["src", "."]
+env_files = [".env"]
+
+[tool.ruff]
+lint.select = [
+    "E", # pycodestyle errors
+    "W", # pycodestyle warnings
+    "F", # pyflakes
+    "I", # isort
+    "C", # flake8-comprehensions
+    "B", # flake8-bugbear
+]
+lint.ignore = [
+    # "E501", # line too long, handled by black
+    "B008", # do not perform function calls in argument defaults
+    "C901", # too complex
+    "E402",
+    "B904",
+    "B905",
+    "B009",
+    "C417",
+
+]
+line-length = 120
+target-version = "py312"
+
+[tool.ruff.lint.per-file-ignores]
+"__init__.py" = ["F401"]
+
+[tool.ruff.lint.pyupgrade]
+keep-runtime-typing = true
+
+[tool.coverage.report]
+precision = 2
+fail_under = 50
+show_missing = true
+skip_covered = true
+exclude_lines = [
+    "pragma: no cover",
+    "pragma: nocover",
+    "if TYPE_CHECKING:",
+    "if typing.TYPE_CHECKING:",
+    "raise NotImplementedError",
+]
+
+[tool.coverage.run]
+omit = [
+    "*/tests/*",
+    "*/src/constants/*",
+    "*/src/db/*",
+    "app.py",
+    "main.py",
+]