diff --git a/Backend/.dockerignore b/Backend/.dockerignore
new file mode 100644
index 0000000..00ce79b
--- /dev/null
+++ b/Backend/.dockerignore
@@ -0,0 +1,144 @@
+### Python template
+
+deploy/
+.idea/
+.vscode/
+.git/
+# 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
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__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/
diff --git a/Backend/.editorconfig b/Backend/.editorconfig
new file mode 100644
index 0000000..eb831fe
--- /dev/null
+++ b/Backend/.editorconfig
@@ -0,0 +1,31 @@
+root = true
+
+[*]
+tab_width = 4
+end_of_line = lf
+max_line_length = 88
+ij_visual_guides = 88
+insert_final_newline = true
+trim_trailing_whitespace = true
+
+[*.{js,py,html}]
+charset = utf-8
+
+[*.md]
+trim_trailing_whitespace = false
+
+[*.{yml,yaml}]
+indent_style = space
+indent_size = 2
+
+[Makefile]
+indent_style = tab
+
+[.flake8]
+indent_style = space
+indent_size = 2
+
+[*.py]
+indent_style = space
+indent_size = 4
+ij_python_from_import_parentheses_force_if_multiline = true
diff --git a/Backend/.flake8 b/Backend/.flake8
new file mode 100644
index 0000000..4e1064a
--- /dev/null
+++ b/Backend/.flake8
@@ -0,0 +1,115 @@
+[flake8]
+max-complexity = 6
+inline-quotes = double
+max-line-length = 88
+extend-ignore = E203
+docstring_style=sphinx
+
+ignore =
+ ; Found `f` string
+ WPS305,
+ ; Missing docstring in public module
+ D100,
+ ; Missing docstring in magic method
+ D105,
+ ; Missing docstring in __init__
+ D107,
+ ; Found `__init__.py` module with logic
+ WPS412,
+ ; Found class without a base class
+ WPS306,
+ ; Missing docstring in public nested class
+ D106,
+ ; First line should be in imperative mood
+ D401,
+ ; Found wrong variable name
+ WPS110,
+ ; Found `__init__.py` module with logic
+ WPS326,
+ ; Found string constant over-use
+ WPS226,
+ ; Found upper-case constant in a class
+ WPS115,
+ ; Found nested function
+ WPS602,
+ ; Found method without arguments
+ WPS605,
+ ; Found overused expression
+ WPS204,
+ ; Found too many module members
+ WPS202,
+ ; Found too high module cognitive complexity
+ WPS232,
+ ; line break before binary operator
+ W503,
+ ; Found module with too many imports
+ WPS201,
+ ; Inline strong start-string without end-string.
+ RST210,
+ ; Found nested class
+ WPS431,
+ ; Found wrong module name
+ WPS100,
+ ; Found too many methods
+ WPS214,
+ ; Found too long ``try`` body
+ WPS229,
+ ; Found unpythonic getter or setter
+ WPS615,
+ ; Found a line that starts with a dot
+ WPS348,
+ ; Found complex default value (for dependency injection)
+ WPS404,
+ ; not perform function calls in argument defaults (for dependency injection)
+ B008,
+ ; Model should define verbose_name in its Meta inner class
+ DJ10,
+ ; Model should define verbose_name_plural in its Meta inner class
+ DJ11,
+ ; Found mutable module constant.
+ WPS407,
+ ; Found too many empty lines in `def`
+ WPS473,
+ ; too many no-cover comments.
+ WPS403,
+
+per-file-ignores =
+ ; all tests
+ test_*.py,tests.py,tests_*.py,*/tests/*,conftest.py:
+ ; Use of assert detected
+ S101,
+ ; Found outer scope names shadowing
+ WPS442,
+ ; Found too many local variables
+ WPS210,
+ ; Found magic number
+ WPS432,
+ ; Missing parameter(s) in Docstring
+ DAR101,
+ ; Found too many arguments
+ WPS211,
+
+ ; all init files
+ __init__.py:
+ ; ignore not used imports
+ F401,
+ ; ignore import with wildcard
+ F403,
+ ; Found wrong metadata variable
+ WPS410,
+
+exclude =
+ ./.cache,
+ ./.git,
+ ./.idea,
+ ./.mypy_cache,
+ ./.pytest_cache,
+ ./.venv,
+ ./venv,
+ ./env,
+ ./cached_venv,
+ ./docs,
+ ./deploy,
+ ./var,
+ ./.vscode,
+ *migrations*,
diff --git a/Backend/.gitignore b/Backend/.gitignore
new file mode 100644
index 0000000..5919923
--- /dev/null
+++ b/Backend/.gitignore
@@ -0,0 +1,142 @@
+### Python template
+
+.idea/
+.vscode/
+# 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
+*.sqlite3
+*.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
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__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/
diff --git a/Backend/.mise.toml b/Backend/.mise.toml
new file mode 100644
index 0000000..e69de29
diff --git a/Backend/.pre-commit-config.yaml b/Backend/.pre-commit-config.yaml
new file mode 100644
index 0000000..bb0d199
--- /dev/null
+++ b/Backend/.pre-commit-config.yaml
@@ -0,0 +1,62 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+repos:
+- repo: https://github.com/pre-commit/pre-commit-hooks
+ rev: v2.4.0
+ hooks:
+ - id: check-ast
+ - id: trailing-whitespace
+ - id: check-toml
+ - id: end-of-file-fixer
+
+- repo: https://github.com/asottile/add-trailing-comma
+ rev: v2.1.0
+ hooks:
+ - id: add-trailing-comma
+
+- repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
+ rev: v2.1.0
+ hooks:
+ - id: pretty-format-yaml
+ args:
+ - --autofix
+ - --preserve-quotes
+ - --indent=2
+
+- repo: local
+ hooks:
+ - id: autoflake
+ name: autoflake
+ entry: poetry run autoflake
+ language: system
+ types: [python]
+ args: [--in-place, --remove-all-unused-imports, --remove-duplicate-keys]
+
+ - id: black
+ name: Format with Black
+ entry: poetry run black
+ language: system
+ types: [python]
+
+ - id: isort
+ name: isort
+ entry: poetry run isort
+ language: system
+ types: [python]
+
+ - id: flake8
+ name: Check with Flake8
+ entry: poetry run flake8
+ language: system
+ pass_filenames: false
+ types: [python]
+ args: [--count, .]
+
+ - id: mypy
+ name: Validate types with MyPy
+ entry: poetry run mypy
+ language: system
+ types: [python]
+ pass_filenames: false
+ args:
+ - "gebwai"
diff --git a/Backend/README.md b/Backend/README.md
new file mode 100644
index 0000000..43b3518
--- /dev/null
+++ b/Backend/README.md
@@ -0,0 +1,155 @@
+# gebwai Backend
+
+## Novelties
+- latest python 3.12
+- use `surrealdb` as database.
+- use `granian` instead of `uvicorn` for web server.
+
+This project was generated using fastapi_template.
+
+## Poetry
+
+This project uses poetry. It's a modern dependency management
+tool.
+
+To run the project use this set of commands:
+
+```bash
+poetry install
+poetry run python -m gebwai
+```
+
+This will start the server on the configured host.
+
+You can find swagger documentation at `/api/docs`.
+
+You can read more about poetry here: https://python-poetry.org/
+
+## Docker
+
+You can start the project with docker using this command:
+
+```bash
+docker-compose -f deploy/docker-compose.yml --project-directory . up --build
+```
+
+If you want to develop in docker with autoreload add `-f deploy/docker-compose.dev.yml` to your docker command.
+Like this:
+
+```bash
+docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . up --build
+```
+
+This command exposes the web application on port 8000, mounts current directory and enables autoreload.
+
+But you have to rebuild image every time you modify `poetry.lock` or `pyproject.toml` with this command:
+
+```bash
+docker-compose -f deploy/docker-compose.yml --project-directory . build
+```
+
+## Project structure
+
+```bash
+$ tree "gebwai"
+gebwai
+├── conftest.py # Fixtures for all tests.
+├── db # module contains db configurations
+│ ├── dao # Data Access Objects. Contains different classes to interact with database.
+│ └── models # Package contains different models for ORMs.
+├── __main__.py # Startup script. Starts uvicorn.
+├── services # Package for different external services such as rabbit or redis etc.
+├── settings.py # Main configuration settings for project.
+├── static # Static content.
+├── tests # Tests for project.
+└── web # Package contains web server. Handlers, startup config.
+ ├── api # Package with all handlers.
+ │ └── router.py # Main router.
+ ├── application.py # FastAPI application configuration.
+ └── lifetime.py # Contains actions to perform on startup and shutdown.
+```
+
+## Configuration
+
+This application can be configured with environment variables.
+
+You can create `.env` file in the root directory and place all
+environment variables here.
+
+All environment variables should start with "GEBWAI_" prefix.
+
+For example if you see in your "gebwai/settings.py" a variable named like
+`random_parameter`, you should provide the "GEBWAI_RANDOM_PARAMETER"
+variable to configure the value. This behaviour can be changed by overriding `env_prefix` property
+in `gebwai.settings.Settings.Config`.
+
+An example of .env file:
+```bash
+GEBWAI_RELOAD="True"
+GEBWAI_PORT="8000"
+GEBWAI_ENVIRONMENT="dev"
+```
+
+You can read more about BaseSettings class here: https://pydantic-docs.helpmanual.io/usage/settings/
+## OpenTelemetry
+
+If you want to start your project with OpenTelemetry collector
+you can add `-f ./deploy/docker-compose.otlp.yml` to your docker command.
+
+Like this:
+
+```bash
+docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.otlp.yml --project-directory . up
+```
+
+This command will start OpenTelemetry collector and jaeger.
+After sending a requests you can see traces in jaeger's UI
+at http://localhost:16686/.
+
+This docker configuration is not supposed to be used in production.
+It's only for demo purpose.
+
+You can read more about OpenTelemetry here: https://opentelemetry.io/
+
+## Pre-commit
+
+To install pre-commit simply run inside the shell:
+```bash
+pre-commit install
+```
+
+pre-commit is very useful to check your code before publishing it.
+It's configured using .pre-commit-config.yaml file.
+
+By default it runs:
+* black (formats your code);
+* mypy (validates types);
+* isort (sorts imports in all files);
+* flake8 (spots possible bugs);
+
+
+You can read more about pre-commit here: https://pre-commit.com/
+
+
+## Running tests
+
+If you want to run it in docker, simply run:
+
+```bash
+docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . run --build --rm api pytest -vv .
+docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . down
+```
+
+For running tests on your local machine.
+1. you need to start a database.
+
+I prefer doing it with docker:
+```
+docker run -p "5432:5432" -e "POSTGRES_PASSWORD=gebwai" -e "POSTGRES_USER=gebwai" -e "POSTGRES_DB=gebwai" postgres:13.8-bullseye
+```
+
+
+2. Run the pytest.
+```bash
+pytest -vv .
+```
diff --git a/Backend/deploy/Dockerfile b/Backend/deploy/Dockerfile
new file mode 100644
index 0000000..b0e801b
--- /dev/null
+++ b/Backend/deploy/Dockerfile
@@ -0,0 +1,31 @@
+FROM python:3.12.3-slim as prod
+RUN apt-get update && apt-get install -y \
+ gcc \
+ && rm -rf /var/lib/apt/lists/*
+
+
+RUN pip install poetry==1.4.2
+
+# Configuring poetry
+RUN poetry config virtualenvs.create false
+
+# Copying requirements of a project
+COPY pyproject.toml poetry.lock /app/src/
+WORKDIR /app/src
+
+# Installing requirements
+RUN poetry install --only main
+# Removing gcc
+RUN apt-get purge -y \
+ gcc \
+ && rm -rf /var/lib/apt/lists/*
+
+# Copying actuall application
+COPY . /app/src/
+RUN poetry install --only main
+
+CMD ["/usr/local/bin/python", "-m", "gebwai"]
+
+FROM prod as dev
+
+RUN poetry install
diff --git a/Backend/deploy/docker-compose.dev.yml b/Backend/deploy/docker-compose.dev.yml
new file mode 100644
index 0000000..dd906a4
--- /dev/null
+++ b/Backend/deploy/docker-compose.dev.yml
@@ -0,0 +1,13 @@
+services:
+ api:
+ ports:
+ # Exposes application port.
+ - "8000:8000"
+ build:
+ target: dev
+ volumes:
+ # Adds current directory as volume.
+ - .:/app/src/
+ environment:
+ # Enables autoreload.
+ GEBWAI_RELOAD: "True"
diff --git a/Backend/deploy/docker-compose.otlp.yml b/Backend/deploy/docker-compose.otlp.yml
new file mode 100644
index 0000000..c4e702b
--- /dev/null
+++ b/Backend/deploy/docker-compose.otlp.yml
@@ -0,0 +1,22 @@
+services:
+ api:
+ environment:
+ # Adds opentelemetry endpoint.
+ GEBWAI_OPENTELEMETRY_ENDPOINT: "http://otel-collector:4317"
+
+ otel-collector:
+ image: otel/opentelemetry-collector-contrib:0.53.0
+ volumes:
+ # Adds config for opentelemetry.
+ - ./deploy/otel-collector-config.yml:/config.yml
+ command: --config config.yml
+ ports:
+ # Collector's endpoint
+ - "4317:4317"
+
+ jaeger:
+ image: jaegertracing/all-in-one:1.35
+ hostname: jaeger
+ ports:
+ # Jaeger UI
+ - 16686:16686
diff --git a/Backend/deploy/docker-compose.yml b/Backend/deploy/docker-compose.yml
new file mode 100644
index 0000000..d218608
--- /dev/null
+++ b/Backend/deploy/docker-compose.yml
@@ -0,0 +1,105 @@
+services:
+ api:
+ build:
+ context: .
+ dockerfile: ./deploy/Dockerfile
+ target: prod
+ image: gebwai:${GEBWAI_VERSION:-latest}
+ restart: always
+ env_file:
+ - .env
+ labels:
+ # Enables traefik for this container.
+ - traefik.enable=true
+ - traefik.http.routers.gebwai.rule=Host(`${GEBWAI_TRAEFIK_HOST:-gebwai.localhost}`)
+ - traefik.http.routers.gebwai.entrypoints=http
+ - traefik.http.routers.gebwai.service=gebwai
+ - traefik.http.services.gebwai.loadbalancer.server.port=${GEBWAI_PORT:-8000}
+ networks:
+ - default
+ - traefik-shared
+ depends_on:
+ db:
+ condition: service_healthy
+ redis:
+ condition: service_healthy
+ kafka:
+ condition: service_healthy
+ environment:
+ GEBWAI_HOST: 0.0.0.0
+ GEBWAI_DB_HOST: gebwai-db
+ GEBWAI_DB_PORT: 5432
+ GEBWAI_DB_USER: gebwai
+ GEBWAI_DB_PASS: gebwai
+ GEBWAI_DB_BASE: gebwai
+ GEBWAI_REDIS_HOST: gebwai-redis
+ TESTKAFKA_KAFKA_BOOTSTRAP_SERVERS: '["gebwai-kafka:9092"]'
+
+ db:
+ image: postgres:13.8-bullseye
+ hostname: gebwai-db
+ environment:
+ POSTGRES_PASSWORD: "gebwai"
+ POSTGRES_USER: "gebwai"
+ POSTGRES_DB: "gebwai"
+ volumes:
+ - gebwai-db-data:/var/lib/postgresql/data
+ restart: always
+ healthcheck:
+ test: pg_isready -U gebwai
+ interval: 2s
+ timeout: 3s
+ retries: 40
+
+ redis:
+ image: bitnami/redis:6.2.5
+ hostname: "gebwai-redis"
+ restart: always
+ environment:
+ ALLOW_EMPTY_PASSWORD: "yes"
+ healthcheck:
+ test: redis-cli ping
+ interval: 1s
+ timeout: 3s
+ retries: 50
+
+ zookeeper:
+ image: "bitnami/zookeeper:3.7.1"
+ hostname: "gebwai-zookeeper"
+ environment:
+ ALLOW_ANONYMOUS_LOGIN: "yes"
+ ZOO_LOG_LEVEL: "ERROR"
+ healthcheck:
+ test: zkServer.sh status
+ interval: 1s
+ timeout: 3s
+ retries: 30
+
+ kafka:
+ image: "bitnami/kafka:3.2.0"
+ hostname: "gebwai-kafka"
+ environment:
+ KAFKA_BROKER_ID: "1"
+ ALLOW_PLAINTEXT_LISTENER: "yes"
+ KAFKA_CFG_LISTENERS: "PLAINTEXT://0.0.0.0:9092"
+ KAFKA_CFG_ADVERTISED_LISTENERS: "PLAINTEXT://gebwai-kafka:9092"
+ KAFKA_CFG_ZOOKEEPER_CONNECT: "gebwai-zookeeper:2181"
+ healthcheck:
+ test: kafka-topics.sh --list --bootstrap-server localhost:9092
+ interval: 1s
+ timeout: 3s
+ retries: 30
+ depends_on:
+ zookeeper:
+ condition: service_healthy
+
+
+
+volumes:
+ gebwai-db-data:
+ name: gebwai-db-data
+
+networks:
+ # Network for traefik.
+ traefik-shared:
+ name: traefik-shared
diff --git a/Backend/deploy/otel-collector-config.yml b/Backend/deploy/otel-collector-config.yml
new file mode 100644
index 0000000..6220935
--- /dev/null
+++ b/Backend/deploy/otel-collector-config.yml
@@ -0,0 +1,33 @@
+# Receives all info with OpenTelemetry protocol.
+receivers:
+ otlp:
+ protocols:
+ grpc:
+ http:
+
+# Batch all spans.
+processors:
+ batch:
+
+exporters:
+ # Exports spans to log.
+ logging:
+ logLevel: info
+
+ # Exports spans to jaeger.
+ jaeger:
+ endpoint: "jaeger:14250"
+ tls:
+ insecure: true
+
+extensions:
+ health_check:
+ pprof:
+
+service:
+ extensions: [health_check, pprof]
+ pipelines:
+ traces:
+ receivers: [otlp]
+ processors: [batch]
+ exporters: [logging, jaeger]
diff --git a/Backend/gebwai/__init__.py b/Backend/gebwai/__init__.py
new file mode 100644
index 0000000..d558540
--- /dev/null
+++ b/Backend/gebwai/__init__.py
@@ -0,0 +1 @@
+"""gebwai package."""
diff --git a/Backend/gebwai/__main__.py b/Backend/gebwai/__main__.py
new file mode 100644
index 0000000..7f493a8
--- /dev/null
+++ b/Backend/gebwai/__main__.py
@@ -0,0 +1,36 @@
+import uvicorn
+
+from gebwai.gunicorn_runner import GunicornApplication
+from gebwai.settings import settings
+
+
+def main() -> None:
+ """Entrypoint of the application."""
+ if settings.reload:
+ uvicorn.run(
+ "gebwai.web.application:get_app",
+ workers=settings.workers_count,
+ host=settings.host,
+ port=settings.port,
+ reload=settings.reload,
+ log_level=settings.log_level.value.lower(),
+ factory=True,
+ )
+ else:
+ # We choose gunicorn only if reload
+ # option is not used, because reload
+ # feature doen't work with Uvicorn workers.
+ GunicornApplication(
+ "gebwai.web.application:get_app",
+ host=settings.host,
+ port=settings.port,
+ workers=settings.workers_count,
+ factory=True,
+ accesslog="-",
+ loglevel=settings.log_level.value.lower(),
+ access_log_format='%r "-" %s "-" %Tf', # noqa: WPS323
+ ).run()
+
+
+if __name__ == "__main__":
+ main()
diff --git a/Backend/gebwai/conftest.py b/Backend/gebwai/conftest.py
new file mode 100644
index 0000000..13d414d
--- /dev/null
+++ b/Backend/gebwai/conftest.py
@@ -0,0 +1,177 @@
+from typing import Any, AsyncGenerator
+from unittest.mock import Mock
+
+import pytest
+from aiokafka import AIOKafkaProducer
+from fakeredis import FakeServer
+from fakeredis.aioredis import FakeConnection
+from fastapi import FastAPI
+from httpx import AsyncClient
+from psycopg import AsyncConnection
+from psycopg_pool import AsyncConnectionPool
+from redis.asyncio import ConnectionPool
+
+from gebwai.db.dependencies import get_db_pool
+from gebwai.services.kafka.dependencies import get_kafka_producer
+from gebwai.services.kafka.lifetime import init_kafka, shutdown_kafka
+from gebwai.services.redis.dependency import get_redis_pool
+from gebwai.settings import settings
+from gebwai.web.application import get_app
+
+
+@pytest.fixture(scope="session")
+def anyio_backend() -> str:
+ """
+ Backend for anyio pytest plugin.
+
+ :return: backend name.
+ """
+ return "asyncio"
+
+
+async def drop_db() -> None:
+ """Drops database after tests."""
+ pool = AsyncConnectionPool(conninfo=str(settings.db_url.with_path("/postgres")))
+ await pool.wait()
+ async with pool.connection() as conn:
+ await conn.set_autocommit(True)
+ await conn.execute(
+ "SELECT pg_terminate_backend(pg_stat_activity.pid) " # noqa: S608
+ "FROM pg_stat_activity "
+ "WHERE pg_stat_activity.datname = %(dbname)s "
+ "AND pid <> pg_backend_pid();",
+ params={
+ "dbname": settings.db_base,
+ },
+ )
+ await conn.execute(
+ f"DROP DATABASE {settings.db_base}",
+ )
+ await pool.close()
+
+
+async def create_db() -> None: # noqa: WPS217
+ """Creates database for tests."""
+ pool = AsyncConnectionPool(conninfo=str(settings.db_url.with_path("/postgres")))
+ await pool.wait()
+ async with pool.connection() as conn_check:
+ res = await conn_check.execute(
+ "SELECT 1 FROM pg_database WHERE datname=%(dbname)s",
+ params={
+ "dbname": settings.db_base,
+ },
+ )
+ db_exists = False
+ row = await res.fetchone()
+ if row is not None:
+ db_exists = row[0]
+
+ if db_exists:
+ await drop_db()
+
+ async with pool.connection() as conn_create:
+ await conn_create.set_autocommit(True)
+ await conn_create.execute(
+ f"CREATE DATABASE {settings.db_base};",
+ )
+ await pool.close()
+
+
+async def create_tables(connection: AsyncConnection[Any]) -> None:
+ """
+ Create tables for your database.
+
+ Since psycopg doesn't have migration tool,
+ you must create your tables for tests.
+
+ :param connection: connection to database.
+ """
+ await connection.execute(
+ "CREATE TABLE dummy (" "id SERIAL primary key," "name VARCHAR(200)" ");",
+ )
+ pass # noqa: WPS420
+
+
+@pytest.fixture
+async def dbpool() -> AsyncGenerator[AsyncConnectionPool, None]:
+ """
+ Creates database connections pool to test database.
+
+ This connection must be used in tests and for application.
+
+ :yield: database connections pool.
+ """
+ await create_db()
+ pool = AsyncConnectionPool(conninfo=str(settings.db_url))
+ await pool.wait()
+
+ async with pool.connection() as create_conn:
+ await create_tables(create_conn)
+
+ try:
+ yield pool
+ finally:
+ await pool.close()
+ await drop_db()
+
+
+@pytest.fixture
+async def test_kafka_producer() -> AsyncGenerator[AIOKafkaProducer, None]:
+ """
+ Creates kafka's producer.
+
+ :yields: kafka's producer.
+ """
+ app_mock = Mock()
+ await init_kafka(app_mock)
+ yield app_mock.state.kafka_producer
+ await shutdown_kafka(app_mock)
+
+
+@pytest.fixture
+async def fake_redis_pool() -> AsyncGenerator[ConnectionPool, None]:
+ """
+ Get instance of a fake redis.
+
+ :yield: FakeRedis instance.
+ """
+ server = FakeServer()
+ server.connected = True
+ pool = ConnectionPool(connection_class=FakeConnection, server=server)
+
+ yield pool
+
+ await pool.disconnect()
+
+
+@pytest.fixture
+def fastapi_app(
+ dbpool: AsyncConnectionPool,
+ fake_redis_pool: ConnectionPool,
+ test_kafka_producer: AIOKafkaProducer,
+) -> FastAPI:
+ """
+ Fixture for creating FastAPI app.
+
+ :return: fastapi app with mocked dependencies.
+ """
+ application = get_app()
+ application.dependency_overrides[get_db_pool] = lambda: dbpool
+ application.dependency_overrides[get_redis_pool] = lambda: fake_redis_pool
+ application.dependency_overrides[get_kafka_producer] = lambda: test_kafka_producer
+ return application # noqa: WPS331
+
+
+@pytest.fixture
+async def client(
+ fastapi_app: FastAPI,
+ anyio_backend: Any,
+) -> AsyncGenerator[AsyncClient, None]:
+ """
+ Fixture that creates client for requesting server.
+
+ :param fastapi_app: the application.
+ :yield: client for the app.
+ """
+ async with AsyncClient(app=fastapi_app, base_url="http://test") as ac:
+ yield ac
diff --git a/Backend/gebwai/db/dao/dummy_dao.py b/Backend/gebwai/db/dao/dummy_dao.py
new file mode 100644
index 0000000..b5f5c62
--- /dev/null
+++ b/Backend/gebwai/db/dao/dummy_dao.py
@@ -0,0 +1,81 @@
+from typing import List, Optional
+
+from fastapi import Depends
+from psycopg.rows import class_row
+from psycopg_pool import AsyncConnectionPool
+
+from gebwai.db.dependencies import get_db_pool
+from gebwai.db.models.dummy_model import DummyModel
+
+
+class DummyDAO:
+ """Class for accessing dummy table."""
+
+ def __init__(
+ self,
+ db_pool: AsyncConnectionPool = Depends(get_db_pool),
+ ):
+ self.db_pool = db_pool
+
+ async def create_dummy_model(self, name: str) -> None:
+ """
+ Creates new dummy in a database.
+
+ :param name: name of a dummy.
+ """
+ async with self.db_pool.connection() as connection:
+ async with connection.cursor(binary=True) as cur:
+ await cur.execute(
+ "INSERT INTO dummy (name) VALUES (%(name)s);",
+ params={
+ "name": name,
+ },
+ )
+
+ async def get_all_dummies(self, limit: int, offset: int) -> List[DummyModel]:
+ """
+ Get all dummy models with limit/offset pagination.
+
+ :param limit: limit of dummies.
+ :param offset: offset of dummies.
+ :return: stream of dummies.
+ """
+ async with self.db_pool.connection() as connection:
+ async with connection.cursor(
+ binary=True,
+ row_factory=class_row(DummyModel),
+ ) as cur:
+ res = await cur.execute(
+ "SELECT id, name FROM dummy LIMIT %(limit)s OFFSET %(offset)s;",
+ params={
+ "limit": limit,
+ "offset": offset,
+ },
+ )
+ return await res.fetchall()
+
+ async def filter(
+ self,
+ name: Optional[str] = None,
+ ) -> List[DummyModel]:
+ """
+ Get specific dummy model.
+
+ :param name: name of dummy instance.
+ :return: dummy models.
+ """
+ async with self.db_pool.connection() as connection:
+ async with connection.cursor(
+ binary=True,
+ row_factory=class_row(DummyModel),
+ ) as cur:
+ if name is not None:
+ res = await cur.execute(
+ "SELECT id, name FROM dummy WHERE name=%(name)s;",
+ params={
+ "name": name,
+ },
+ )
+ else:
+ res = await cur.execute("SELECT id, name FROM dummy;")
+ return await res.fetchall()
diff --git a/Backend/gebwai/db/dependencies.py b/Backend/gebwai/db/dependencies.py
new file mode 100644
index 0000000..2356dd7
--- /dev/null
+++ b/Backend/gebwai/db/dependencies.py
@@ -0,0 +1,12 @@
+from psycopg_pool import AsyncConnectionPool
+from starlette.requests import Request
+
+
+async def get_db_pool(request: Request) -> AsyncConnectionPool:
+ """
+ Return database connections pool.
+
+ :param request: current request.
+ :returns: database connections pool.
+ """
+ return request.app.state.db_pool
diff --git a/Backend/gebwai/db/models/dummy_model.py b/Backend/gebwai/db/models/dummy_model.py
new file mode 100644
index 0000000..8214bfa
--- /dev/null
+++ b/Backend/gebwai/db/models/dummy_model.py
@@ -0,0 +1,8 @@
+from pydantic import BaseModel
+
+
+class DummyModel(BaseModel):
+ """Dummy model for database."""
+
+ id: int
+ name: str
diff --git a/Backend/gebwai/gunicorn_runner.py b/Backend/gebwai/gunicorn_runner.py
new file mode 100644
index 0000000..9e9b31b
--- /dev/null
+++ b/Backend/gebwai/gunicorn_runner.py
@@ -0,0 +1,79 @@
+from typing import Any
+
+from gunicorn.app.base import BaseApplication
+from gunicorn.util import import_app
+from uvicorn.workers import UvicornWorker as BaseUvicornWorker
+
+try:
+ import uvloop # noqa: WPS433 (Found nested import)
+except ImportError:
+ uvloop = None # type: ignore # noqa: WPS440 (variables overlap)
+
+
+class UvicornWorker(BaseUvicornWorker):
+ """
+ Configuration for uvicorn workers.
+
+ This class is subclassing UvicornWorker and defines
+ some parameters class-wide, because it's impossible,
+ to pass these parameters through gunicorn.
+ """
+
+ CONFIG_KWARGS = { # noqa: WPS115 (upper-case constant in a class)
+ "loop": "uvloop" if uvloop is not None else "asyncio",
+ "http": "httptools",
+ "lifespan": "on",
+ "factory": True,
+ "proxy_headers": False,
+ }
+
+
+class GunicornApplication(BaseApplication):
+ """
+ Custom gunicorn application.
+
+ This class is used to start guncicorn
+ with custom uvicorn workers.
+ """
+
+ def __init__( # noqa: WPS211 (Too many args)
+ self,
+ app: str,
+ host: str,
+ port: int,
+ workers: int,
+ **kwargs: Any,
+ ):
+ self.options = {
+ "bind": f"{host}:{port}",
+ "workers": workers,
+ "worker_class": "gebwai.gunicorn_runner.UvicornWorker",
+ **kwargs,
+ }
+ self.app = app
+ super().__init__()
+
+ def load_config(self) -> None:
+ """
+ Load config for web server.
+
+ This function is used to set parameters to gunicorn
+ main process. It only sets parameters that
+ gunicorn can handle. If you pass unknown
+ parameter to it, it crash with error.
+ """
+ for key, value in self.options.items():
+ if key in self.cfg.settings and value is not None:
+ self.cfg.set(key.lower(), value)
+
+ def load(self) -> str:
+ """
+ Load actual application.
+
+ Gunicorn loads application based on this
+ function's returns. We return python's path to
+ the app's factory.
+
+ :returns: python path to app factory.
+ """
+ return import_app(self.app)
diff --git a/Backend/gebwai/logging.py b/Backend/gebwai/logging.py
new file mode 100644
index 0000000..38689d0
--- /dev/null
+++ b/Backend/gebwai/logging.py
@@ -0,0 +1,99 @@
+import logging
+import sys
+from typing import Any, Union
+
+from loguru import logger
+from opentelemetry.trace import INVALID_SPAN, INVALID_SPAN_CONTEXT, get_current_span
+
+from gebwai.settings import settings
+
+
+class InterceptHandler(logging.Handler):
+ """
+ Default handler from examples in loguru documentation.
+
+ This handler intercepts all log requests and
+ passes them to loguru.
+
+ For more info see:
+ https://loguru.readthedocs.io/en/stable/overview.html#entirely-compatible-with-standard-logging
+ """
+
+ def emit(self, record: logging.LogRecord) -> None: # pragma: no cover
+ """
+ Propagates logs to loguru.
+
+ :param record: record to log.
+ """
+ try:
+ level: Union[str, int] = logger.level(record.levelname).name
+ except ValueError:
+ level = record.levelno
+
+ # Find caller from where originated the logged message
+ frame, depth = logging.currentframe(), 2
+ while frame.f_code.co_filename == logging.__file__:
+ frame = frame.f_back # type: ignore
+ depth += 1
+
+ logger.opt(depth=depth, exception=record.exc_info).log(
+ level,
+ record.getMessage(),
+ )
+
+
+def record_formatter(record: dict[str, Any]) -> str: # pragma: no cover
+ """
+ Formats the record.
+
+ This function formats message
+ by adding extra trace information to the record.
+
+ :param record: record information.
+ :return: format string.
+ """
+ log_format = (
+ "{time:YYYY-MM-DD HH:mm:ss.SSS} "
+ "| {level: <8} "
+ "| trace_id={extra[trace_id]} "
+ "| span_id={extra[span_id]} "
+ "| {name}:{function}:{line} "
+ "- {message}\n"
+ )
+
+ span = get_current_span()
+ record["extra"]["span_id"] = 0
+ record["extra"]["trace_id"] = 0
+ if span != INVALID_SPAN:
+ span_context = span.get_span_context()
+ if span_context != INVALID_SPAN_CONTEXT:
+ record["extra"]["span_id"] = format(span_context.span_id, "016x")
+ record["extra"]["trace_id"] = format(span_context.trace_id, "032x")
+
+ if record["exception"]:
+ log_format = f"{log_format}{{exception}}"
+
+ return log_format
+
+
+def configure_logging() -> None: # pragma: no cover
+ """Configures logging."""
+ intercept_handler = InterceptHandler()
+
+ logging.basicConfig(handlers=[intercept_handler], level=logging.NOTSET)
+
+ for logger_name in logging.root.manager.loggerDict:
+ if logger_name.startswith("uvicorn."):
+ logging.getLogger(logger_name).handlers = []
+
+ # change handler for default uvicorn logger
+ logging.getLogger("uvicorn").handlers = [intercept_handler]
+ logging.getLogger("uvicorn.access").handlers = [intercept_handler]
+
+ # set logs output, level and format
+ logger.remove()
+ logger.add(
+ sys.stdout,
+ level=settings.log_level.value,
+ format=record_formatter, # type: ignore
+ )
diff --git a/Backend/gebwai/services/__init__.py b/Backend/gebwai/services/__init__.py
new file mode 100644
index 0000000..66741b6
--- /dev/null
+++ b/Backend/gebwai/services/__init__.py
@@ -0,0 +1 @@
+"""Services for gebwai."""
diff --git a/Backend/gebwai/services/kafka/__init__.py b/Backend/gebwai/services/kafka/__init__.py
new file mode 100644
index 0000000..c658a3c
--- /dev/null
+++ b/Backend/gebwai/services/kafka/__init__.py
@@ -0,0 +1 @@
+"""Kafka service."""
diff --git a/Backend/gebwai/services/kafka/dependencies.py b/Backend/gebwai/services/kafka/dependencies.py
new file mode 100644
index 0000000..3ab94c0
--- /dev/null
+++ b/Backend/gebwai/services/kafka/dependencies.py
@@ -0,0 +1,12 @@
+from aiokafka import AIOKafkaProducer
+from fastapi import Request
+
+
+def get_kafka_producer(request: Request) -> AIOKafkaProducer: # pragma: no cover
+ """
+ Returns kafka producer.
+
+ :param request: current request.
+ :return: kafka producer from the state.
+ """
+ return request.app.state.kafka_producer
diff --git a/Backend/gebwai/services/kafka/lifetime.py b/Backend/gebwai/services/kafka/lifetime.py
new file mode 100644
index 0000000..7c532aa
--- /dev/null
+++ b/Backend/gebwai/services/kafka/lifetime.py
@@ -0,0 +1,37 @@
+from aiokafka import AIOKafkaProducer
+from fastapi import FastAPI
+
+from gebwai.settings import settings
+
+
+async def init_kafka(app: FastAPI) -> None: # pragma: no cover
+ """
+ Initialize kafka producer.
+
+ This function creates producer
+ and makes initial connection to
+ the kafka cluster. After that you
+ can use producer stored in state.
+
+ We don't need to use pools here,
+ because aiokafka has implicit pool
+ inside the producer.
+
+ :param app: current application.
+ """
+ app.state.kafka_producer = AIOKafkaProducer(
+ bootstrap_servers=settings.kafka_bootstrap_servers,
+ )
+ await app.state.kafka_producer.start()
+
+
+async def shutdown_kafka(app: FastAPI) -> None: # pragma: no cover
+ """
+ Shutdown kafka client.
+
+ This function closes all connections
+ and sends all pending data to kafka.
+
+ :param app: current application.
+ """
+ await app.state.kafka_producer.stop()
diff --git a/Backend/gebwai/services/redis/__init__.py b/Backend/gebwai/services/redis/__init__.py
new file mode 100644
index 0000000..400ee9d
--- /dev/null
+++ b/Backend/gebwai/services/redis/__init__.py
@@ -0,0 +1 @@
+"""Redis service."""
diff --git a/Backend/gebwai/services/redis/dependency.py b/Backend/gebwai/services/redis/dependency.py
new file mode 100644
index 0000000..368994f
--- /dev/null
+++ b/Backend/gebwai/services/redis/dependency.py
@@ -0,0 +1,26 @@
+from typing import AsyncGenerator
+
+from redis.asyncio import Redis
+from starlette.requests import Request
+
+
+async def get_redis_pool(
+ request: Request,
+) -> AsyncGenerator[Redis, None]: # pragma: no cover
+ """
+ Returns connection pool.
+
+ You can use it like this:
+
+ >>> from redis.asyncio import ConnectionPool, Redis
+ >>>
+ >>> async def handler(redis_pool: ConnectionPool = Depends(get_redis_pool)):
+ >>> async with Redis(connection_pool=redis_pool) as redis:
+ >>> await redis.get('key')
+
+ I use pools, so you don't acquire connection till the end of the handler.
+
+ :param request: current request.
+ :returns: redis connection pool.
+ """
+ return request.app.state.redis_pool
diff --git a/Backend/gebwai/services/redis/lifetime.py b/Backend/gebwai/services/redis/lifetime.py
new file mode 100644
index 0000000..004db81
--- /dev/null
+++ b/Backend/gebwai/services/redis/lifetime.py
@@ -0,0 +1,24 @@
+from fastapi import FastAPI
+from redis.asyncio import ConnectionPool
+
+from gebwai.settings import settings
+
+
+def init_redis(app: FastAPI) -> None: # pragma: no cover
+ """
+ Creates connection pool for redis.
+
+ :param app: current fastapi application.
+ """
+ app.state.redis_pool = ConnectionPool.from_url(
+ str(settings.redis_url),
+ )
+
+
+async def shutdown_redis(app: FastAPI) -> None: # pragma: no cover
+ """
+ Closes redis connection pool.
+
+ :param app: current FastAPI app.
+ """
+ await app.state.redis_pool.disconnect()
diff --git a/Backend/gebwai/settings.py b/Backend/gebwai/settings.py
new file mode 100644
index 0000000..7df6af6
--- /dev/null
+++ b/Backend/gebwai/settings.py
@@ -0,0 +1,109 @@
+import enum
+from pathlib import Path
+from tempfile import gettempdir
+from typing import List, Optional
+
+from pydantic_settings import BaseSettings, SettingsConfigDict
+from yarl import URL
+
+TEMP_DIR = Path(gettempdir())
+
+
+class LogLevel(str, enum.Enum): # noqa: WPS600
+ """Possible log levels."""
+
+ NOTSET = "NOTSET"
+ DEBUG = "DEBUG"
+ INFO = "INFO"
+ WARNING = "WARNING"
+ ERROR = "ERROR"
+ FATAL = "FATAL"
+
+
+class Settings(BaseSettings):
+ """
+ Application settings.
+
+ These parameters can be configured
+ with environment variables.
+ """
+
+ host: str = "127.0.0.1"
+ port: int = 8000
+ # quantity of workers for uvicorn
+ workers_count: int = 1
+ # Enable uvicorn reloading
+ reload: bool = False
+
+ # Current environment
+ environment: str = "dev"
+
+ log_level: LogLevel = LogLevel.INFO
+ # Variables for the database
+ db_host: str = "localhost"
+ db_port: int = 5432
+ db_user: str = "gebwai"
+ db_pass: str = "gebwai"
+ db_base: str = "gebwai"
+ db_echo: bool = False
+
+ # Variables for Redis
+ redis_host: str = "gebwai-redis"
+ redis_port: int = 6379
+ redis_user: Optional[str] = None
+ redis_pass: Optional[str] = None
+ redis_base: Optional[int] = None
+
+ # Sentry's configuration.
+ sentry_dsn: Optional[str] = None
+ sentry_sample_rate: float = 1.0
+
+ # Grpc endpoint for opentelemetry.
+ # E.G. http://localhost:4317
+ opentelemetry_endpoint: Optional[str] = None
+
+ kafka_bootstrap_servers: List[str] = ["gebwai-kafka:9092"]
+
+ @property
+ def db_url(self) -> URL:
+ """
+ Assemble database URL from settings.
+
+ :return: database URL.
+ """
+ return URL.build(
+ scheme="postgresql",
+ host=self.db_host,
+ port=self.db_port,
+ user=self.db_user,
+ password=self.db_pass,
+ path=f"/{self.db_base}",
+ )
+
+ @property
+ def redis_url(self) -> URL:
+ """
+ Assemble REDIS URL from settings.
+
+ :return: redis URL.
+ """
+ path = ""
+ if self.redis_base is not None:
+ path = f"/{self.redis_base}"
+ return URL.build(
+ scheme="redis",
+ host=self.redis_host,
+ port=self.redis_port,
+ user=self.redis_user,
+ password=self.redis_pass,
+ path=path,
+ )
+
+ model_config = SettingsConfigDict(
+ env_file=".env",
+ env_prefix="GEBWAI_",
+ env_file_encoding="utf-8",
+ )
+
+
+settings = Settings()
diff --git a/Backend/gebwai/tests/__init__.py b/Backend/gebwai/tests/__init__.py
new file mode 100644
index 0000000..5ec285f
--- /dev/null
+++ b/Backend/gebwai/tests/__init__.py
@@ -0,0 +1 @@
+"""Tests for gebwai."""
diff --git a/Backend/gebwai/tests/test_gebwai.py b/Backend/gebwai/tests/test_gebwai.py
new file mode 100644
index 0000000..1afa908
--- /dev/null
+++ b/Backend/gebwai/tests/test_gebwai.py
@@ -0,0 +1,17 @@
+import pytest
+from fastapi import FastAPI
+from httpx import AsyncClient
+from starlette import status
+
+
+@pytest.mark.anyio
+async def test_health(client: AsyncClient, fastapi_app: FastAPI) -> None:
+ """
+ Checks the health endpoint.
+
+ :param client: client for the app.
+ :param fastapi_app: current FastAPI application.
+ """
+ url = fastapi_app.url_path_for("health_check")
+ response = await client.get(url)
+ assert response.status_code == status.HTTP_200_OK
diff --git a/Backend/gebwai/tests/test_kafka.py b/Backend/gebwai/tests/test_kafka.py
new file mode 100644
index 0000000..4a1ee7f
--- /dev/null
+++ b/Backend/gebwai/tests/test_kafka.py
@@ -0,0 +1,47 @@
+import asyncio
+import uuid
+
+import pytest
+from aiokafka import AIOKafkaConsumer
+from fastapi import FastAPI
+from httpx import AsyncClient
+from starlette import status
+
+from gebwai.settings import settings
+
+
+@pytest.mark.anyio
+async def test_message_publishing(
+ fastapi_app: FastAPI,
+ client: AsyncClient,
+) -> None:
+ """
+ Test that messages are published correctly.
+
+ It sends message to kafka, reads it and
+ validates that received message has the same
+ value.
+
+ :param fastapi_app: current application.
+ :param client: httpx client.
+ """
+ topic_name = uuid.uuid4().hex
+ message = uuid.uuid4().hex
+ consumer = AIOKafkaConsumer(
+ topic_name,
+ bootstrap_servers=settings.kafka_bootstrap_servers,
+ )
+ await consumer.start()
+ url = fastapi_app.url_path_for("send_kafka_message")
+ response = await client.post(
+ url,
+ json={
+ "topic": topic_name,
+ "message": message,
+ },
+ )
+
+ assert response.status_code == status.HTTP_200_OK
+
+ msg = await asyncio.wait_for(consumer.getone(), timeout=1)
+ assert msg.value == message.encode()
diff --git a/Backend/gebwai/web/__init__.py b/Backend/gebwai/web/__init__.py
new file mode 100644
index 0000000..3a426d0
--- /dev/null
+++ b/Backend/gebwai/web/__init__.py
@@ -0,0 +1 @@
+"""WEB API for gebwai."""
diff --git a/Backend/gebwai/web/api/__init__.py b/Backend/gebwai/web/api/__init__.py
new file mode 100644
index 0000000..67c34c9
--- /dev/null
+++ b/Backend/gebwai/web/api/__init__.py
@@ -0,0 +1 @@
+"""gebwai API package."""
diff --git a/Backend/gebwai/web/api/monitoring/__init__.py b/Backend/gebwai/web/api/monitoring/__init__.py
new file mode 100644
index 0000000..df09825
--- /dev/null
+++ b/Backend/gebwai/web/api/monitoring/__init__.py
@@ -0,0 +1,4 @@
+"""API for checking project status."""
+from gebwai.web.api.monitoring.views import router
+
+__all__ = ["router"]
diff --git a/Backend/gebwai/web/api/monitoring/views.py b/Backend/gebwai/web/api/monitoring/views.py
new file mode 100644
index 0000000..1b36caf
--- /dev/null
+++ b/Backend/gebwai/web/api/monitoring/views.py
@@ -0,0 +1,12 @@
+from fastapi import APIRouter
+
+router = APIRouter()
+
+
+@router.get("/health")
+def health_check() -> None:
+ """
+ Checks the health of a project.
+
+ It returns 200 if the project is healthy.
+ """
diff --git a/Backend/gebwai/web/api/router.py b/Backend/gebwai/web/api/router.py
new file mode 100644
index 0000000..ed5db56
--- /dev/null
+++ b/Backend/gebwai/web/api/router.py
@@ -0,0 +1,6 @@
+from fastapi.routing import APIRouter
+
+from gebwai.web.api import monitoring
+
+api_router = APIRouter()
+api_router.include_router(monitoring.router)
diff --git a/Backend/gebwai/web/application.py b/Backend/gebwai/web/application.py
new file mode 100644
index 0000000..14835ec
--- /dev/null
+++ b/Backend/gebwai/web/application.py
@@ -0,0 +1,57 @@
+import logging
+from importlib import metadata
+
+import sentry_sdk
+from fastapi import FastAPI
+from fastapi.responses import UJSONResponse
+from sentry_sdk.integrations.fastapi import FastApiIntegration
+from sentry_sdk.integrations.logging import LoggingIntegration
+
+from gebwai.logging import configure_logging
+from gebwai.settings import settings
+from gebwai.web.api.router import api_router
+from gebwai.web.lifetime import register_shutdown_event, register_startup_event
+
+
+def get_app() -> FastAPI:
+ """
+ Get FastAPI application.
+
+ This is the main constructor of an application.
+
+ :return: application.
+ """
+ configure_logging()
+ if settings.sentry_dsn:
+ # Enables sentry integration.
+ sentry_sdk.init(
+ dsn=settings.sentry_dsn,
+ traces_sample_rate=settings.sentry_sample_rate,
+ environment=settings.environment,
+ integrations=[
+ FastApiIntegration(transaction_style="endpoint"),
+ LoggingIntegration(
+ level=logging.getLevelName(
+ settings.log_level.value,
+ ),
+ event_level=logging.ERROR,
+ ),
+ ],
+ )
+ app = FastAPI(
+ title="gebwai",
+ version=metadata.version("gebwai"),
+ docs_url="/api/docs",
+ redoc_url="/api/redoc",
+ openapi_url="/api/openapi.json",
+ default_response_class=UJSONResponse,
+ )
+
+ # Adds startup and shutdown events.
+ register_startup_event(app)
+ register_shutdown_event(app)
+
+ # Main router for the API.
+ app.include_router(router=api_router, prefix="/api")
+
+ return app
diff --git a/Backend/gebwai/web/lifetime.py b/Backend/gebwai/web/lifetime.py
new file mode 100644
index 0000000..59a39cb
--- /dev/null
+++ b/Backend/gebwai/web/lifetime.py
@@ -0,0 +1,138 @@
+from typing import Awaitable, Callable
+
+import psycopg_pool
+from fastapi import FastAPI
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
+from opentelemetry.instrumentation.redis import RedisInstrumentor
+from opentelemetry.sdk.resources import (
+ DEPLOYMENT_ENVIRONMENT,
+ SERVICE_NAME,
+ TELEMETRY_SDK_LANGUAGE,
+ Resource,
+)
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import BatchSpanProcessor
+from opentelemetry.trace import set_tracer_provider
+
+from gebwai.services.kafka.lifetime import init_kafka, shutdown_kafka
+from gebwai.services.redis.lifetime import init_redis, shutdown_redis
+from gebwai.settings import settings
+
+
+async def _setup_db(app: FastAPI) -> None:
+ """
+ Creates connection pool for timescaledb.
+
+ :param app: current FastAPI app.
+ """
+ app.state.db_pool = psycopg_pool.AsyncConnectionPool(conninfo=str(settings.db_url))
+ await app.state.db_pool.wait()
+
+
+def setup_opentelemetry(app: FastAPI) -> None: # pragma: no cover
+ """
+ Enables opentelemetry instrumentation.
+
+ :param app: current application.
+ """
+ if not settings.opentelemetry_endpoint:
+ return
+
+ tracer_provider = TracerProvider(
+ resource=Resource(
+ attributes={
+ SERVICE_NAME: "gebwai",
+ TELEMETRY_SDK_LANGUAGE: "python",
+ DEPLOYMENT_ENVIRONMENT: settings.environment,
+ },
+ ),
+ )
+
+ tracer_provider.add_span_processor(
+ BatchSpanProcessor(
+ OTLPSpanExporter(
+ endpoint=settings.opentelemetry_endpoint,
+ insecure=True,
+ ),
+ ),
+ )
+
+ excluded_endpoints = [
+ app.url_path_for("health_check"),
+ app.url_path_for("openapi"),
+ app.url_path_for("swagger_ui_html"),
+ app.url_path_for("swagger_ui_redirect"),
+ app.url_path_for("redoc_html"),
+ ]
+
+ FastAPIInstrumentor().instrument_app(
+ app,
+ tracer_provider=tracer_provider,
+ excluded_urls=",".join(excluded_endpoints),
+ )
+ RedisInstrumentor().instrument(
+ tracer_provider=tracer_provider,
+ )
+
+ set_tracer_provider(tracer_provider=tracer_provider)
+
+
+def stop_opentelemetry(app: FastAPI) -> None: # pragma: no cover
+ """
+ Disables opentelemetry instrumentation.
+
+ :param app: current application.
+ """
+ if not settings.opentelemetry_endpoint:
+ return
+
+ FastAPIInstrumentor().uninstrument_app(app)
+ RedisInstrumentor().uninstrument()
+
+
+def register_startup_event(
+ app: FastAPI,
+) -> Callable[[], Awaitable[None]]: # pragma: no cover
+ """
+ Actions to run on application startup.
+
+ This function uses fastAPI app to store data
+ in the state, such as db_engine.
+
+ :param app: the fastAPI application.
+ :return: function that actually performs actions.
+ """
+
+ @app.on_event("startup")
+ async def _startup() -> None: # noqa: WPS430
+ app.middleware_stack = None
+ await _setup_db(app)
+ setup_opentelemetry(app)
+ init_redis(app)
+ await init_kafka(app)
+ app.middleware_stack = app.build_middleware_stack()
+ pass # noqa: WPS420
+
+ return _startup
+
+
+def register_shutdown_event(
+ app: FastAPI,
+) -> Callable[[], Awaitable[None]]: # pragma: no cover
+ """
+ Actions to run on application's shutdown.
+
+ :param app: fastAPI application.
+ :return: function that actually performs actions.
+ """
+
+ @app.on_event("shutdown")
+ async def _shutdown() -> None: # noqa: WPS430
+ await app.state.db_pool.close()
+ await shutdown_redis(app)
+ await shutdown_kafka(app)
+ stop_opentelemetry(app)
+ pass # noqa: WPS420
+
+ return _shutdown
diff --git a/Backend/poetry.lock b/Backend/poetry.lock
new file mode 100644
index 0000000..c7b3fe9
--- /dev/null
+++ b/Backend/poetry.lock
@@ -0,0 +1,3121 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "aiokafka"
+version = "0.8.1"
+description = "Kafka integration with asyncio."
+optional = false
+python-versions = ">=3.8"
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+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[[package]]
+name = "zipp"
+version = "3.19.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
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+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "b4c78d554fb90af9c908b904a88b0fbc31ed36c5e4ac6b365c4ffa7bbe9efac1"
diff --git a/Backend/pyproject.toml b/Backend/pyproject.toml
new file mode 100644
index 0000000..8a21410
--- /dev/null
+++ b/Backend/pyproject.toml
@@ -0,0 +1,118 @@
+[tool.poetry]
+name = "gebwai"
+version = "0.1.0"
+description = ""
+authors = [
+
+]
+maintainers = [
+
+]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.9"
+fastapi = "^0.100.0"
+uvicorn = { version = "^0.22.0", extras = ["standard"] }
+gunicorn = "^21.2.0"
+pydantic = "^2"
+pydantic-settings = "^2"
+yarl = "^1.9.2"
+ujson = "^5.8.0"
+redis = {version = "^4.6.0", extras = ["hiredis"]}
+psycopg = { version = "^3.1.9", extras = ["binary", "pool"] }
+httptools = "^0.6.0"
+sentry-sdk = "^1.27.1"
+opentelemetry-api = "^1.18.0"
+opentelemetry-sdk = "^1.18.0"
+opentelemetry-exporter-otlp = "^1.18.0"
+opentelemetry-instrumentation = "^0.39b0"
+opentelemetry-instrumentation-fastapi = "^0.39b0"
+opentelemetry-instrumentation-redis = "^0.39b0"
+loguru = "^0.7.0"
+aiokafka = "^0.8.1"
+granian = "^1.4.1"
+
+
+[tool.poetry.dev-dependencies]
+pytest = "^7.2.1"
+flake8 = "~4.0.1"
+mypy = "^1.1.1"
+isort = "^5.11.4"
+pre-commit = "^3.0.1"
+wemake-python-styleguide = "^0.17.0"
+black = "^22.12.0"
+autoflake = "^1.6.1"
+pytest-cov = "^4.0.0"
+anyio = "^3.6.2"
+pytest-env = "^0.8.1"
+fakeredis = "^2.5.0"
+httpx = "^0.23.3"
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3
+src_paths = ["gebwai",]
+
+[tool.mypy]
+strict = true
+ignore_missing_imports = true
+allow_subclassing_any = true
+allow_untyped_calls = true
+pretty = true
+show_error_codes = true
+implicit_reexport = true
+allow_untyped_decorators = true
+warn_unused_ignores = false
+warn_return_any = false
+namespace_packages = true
+
+# Remove this and add `types-redis`
+# when the issue https://github.com/python/typeshed/issues/8242 is resolved.
+[[tool.mypy.overrides]]
+module = [
+ 'redis.asyncio'
+]
+ignore_missing_imports = true
+
+[tool.pytest.ini_options]
+filterwarnings = [
+ "error",
+ "ignore::DeprecationWarning",
+ "ignore:.*unclosed.*:ResourceWarning",
+]
+env = [
+ "GEBWAI_ENVIRONMENT=pytest",
+ "GEBWAI_DB_BASE=gebwai_test",
+ "GEBWAI_SENTRY_DSN=",
+]
+
+[fastapi-template.options]
+project_name = "gebwai"
+api_type = "rest"
+enable_redis = "True"
+enable_rmq = "None"
+ci_type = "github"
+enable_migrations = "None"
+enable_taskiq = "None"
+enable_kube = "None"
+kube_name = "gebwai"
+enable_routers = "None"
+enable_kafka = "True"
+enable_loguru = "True"
+traefik_labels = "True"
+add_dummy = "True"
+orm = "psycopg"
+self_hosted_swagger = "None"
+prometheus_enabled = "None"
+sentry_enabled = "True"
+otlp_enabled = "True"
+pydanticv1 = "None"
+gunicorn = "True"
+add_users = "None"
+cookie_auth = "None"
+jwt_auth = "None"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"