diff --git a/.gitignore b/.gitignore new file mode 100644 index 000000000..65d010806 --- /dev/null +++ b/.gitignore @@ -0,0 +1,305 @@ +### venv template +# Virtualenv +# http://iamzed.com/2009/05/07/a-primer-on-virtualenv/ +.Python +[Bb]in +[Ii]nclude +[Ll]ib +[Ll]ib64 +[Ll]ocal +[Ss]cripts +pyvenv.cfg +.venv +pip-selfcheck.json + +### PythonVanilla template +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class +*.pyc +*.iml +.idea/ + +# 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 + +# 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 + +# 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__/ + + +### VirtualEnv template +# Virtualenv +# http://iamzed.com/2009/05/07/a-primer-on-virtualenv/ +.Python +[Bb]in +[Ii]nclude +[Ll]ib +[Ll]ib64 +[Ll]ocal +[Ss]cripts +pyvenv.cfg +.venv +pip-selfcheck.json + +### Example user template template +### Example user template + +# IntelliJ project files +.idea +*.iml +out +gen +### Zsh template +# Zsh compiled script + zrecompile backup +*.zwc +*.zwc.old + +# Zsh completion-optimization dumpfile +*zcompdump* + +# Zsh history +.zsh_history + +# Zsh sessions +.zsh_sessions + +# Zsh zcalc history +.zcalc_history + +# A popular plugin manager's files +._zinit +.zinit_lstupd + +# zdharma/zshelldoc tool's files +zsdoc/data + +# robbyrussell/oh-my-zsh/plugins/per-directory-history plugin's files +# (when set-up to store the history in the local directory) +.directory_history + +# MichaelAquilina/zsh-autoswitch-virtualenv plugin's files +# (for Zsh plugins using Python) +.venv + +# Zunit tests' output +/tests/_output/* +!/tests/_output/.gitkeep + +### Python template +# 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/ + diff --git a/.python-version b/.python-version new file mode 100644 index 000000000..24ee5b1be --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 000000000..f32a6c6a4 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,19 @@ +FROM python:3.13-slim + +WORKDIR /app + +# Install uv. +COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/ + +# Copy the requirements file and install dependencies +COPY pyproject.toml uv.lock ./ +RUN uv sync --no-dev --frozen --no-cache + +# Copy the application files into the container. +COPY . . + +# make sure Python knows about /app +ENV PYTHONPATH=/app + +# Run the application. +CMD [".venv/bin/fastapi", "run", "--host", "0.0.0.0", "--port", "8888"] \ No newline at end of file diff --git a/Makefile b/Makefile new file mode 100644 index 000000000..4160464da --- /dev/null +++ b/Makefile @@ -0,0 +1,37 @@ +# Variables + +DOCKER_COMPOSE=docker-compose + +help: + @echo "Usage:" + @echo "make [command]" + @echo "" + @echo "Commands:" + @echo " dev Run the development environment" + @echo " lint Lint & correct errors" + @echo " build Build docker images" + @echo " run Run the API" + @echo " stop Stop the API" + @echo " test Run unit & integration tests" + +# Targets +.PHONY: dev ruff test run build stop + +dev: + uv run uvicorn main:app --port 8888 --reload + +lint: + black . + uv run ruff check . --fix + +build: + $(DOCKER_COMPOSE) build + +run: + $(DOCKER_COMPOSE) up + +stop: + $(DOCKER_COMPOSE) down + +test: + pytest -v \ No newline at end of file diff --git a/README.md b/README.md index 44c93d608..d45945b8f 100644 --- a/README.md +++ b/README.md @@ -1,99 +1,92 @@ -# powerplant-coding-challenge +# ๐Ÿš€ powerplant-coding-challenge +This API allows getting how much load given powerplants should generate based on key parameters. -## Welcome ! +## โœจ Tools & Libraries -Below you can find the description of a coding challenge that we ask people to perform when applying for a job in our team. +- **FastAPI** for asynchronous API implementation and documentation +- **Pydantic** for input validation of requests and responses and environment settings +- **Pytest** for unit and integration tests +- **Ruff & Black** for code quality, error detection and PEP8 standard adherence +- **Docker** for containerization +- **Makefile** for automating common and useful commands +- **DeepSeek AI** for documentation and best practices -The goal of this coding challenge is to provide the applicant some insight into the business we're in and as such provide the applicant an indication about the challenges she/he will be confronted with. Next, during the first interview we will use the applicant's implementation as a seed to discuss all kinds of interesting software engineering topics. +## ๐Ÿ—๏ธ Project Structure -Time is scarce, we know. Therefore we ask you not to spend more than 4 hours on this challenge. We know it is not possible to deliver a finished implementation of the challenge in only four hours. Even though your submission will not be complete, it will provide us plenty of information and topics to discuss later on during the talks. +```bash +โ”œโ”€โ”€ powerplant-coding-challenge/ +โ”‚ โ”œโ”€โ”€ controllers/ --> API endpoints and request handling logic +โ”‚ โ”œโ”€โ”€ schemas/ --> Request and response validation DTOs +โ”‚ โ”œโ”€โ”€ factories/ --> Factory method to abstract entity creations based on powerplant type +โ”‚ โ”œโ”€โ”€ services/ --> Business logic +โ”‚ โ”œโ”€โ”€ models/ --> Models definition +โ”œโ”€โ”€ settings.py --> Constants and environment variables +โ”œโ”€โ”€ main.py --> Entrypoint +โ”œโ”€โ”€ errors.py --> Server and validation error handling +``` -This coding-challenge is part of a formal process and is used in collaboration with the recruiting companies we work with. Submitting a pull-request will not automatically trigger the recruitement process. -## Who are we +## ๐Ÿš€ Getting started -We are the IS team of the 'Short-term Power as-a-Service' (a.k.a. SPaaS) team within [GEM](https://gems.engie.com/). +## Running with Docker -[GEM](https://gems.engie.com/), which stands for 'Global Energy Management', is the energy management arm of [ENGIE](https://www.engie.com/), one of the largest global energy players, -with access to local markets all over the world. +### Prerequisites -SPaaS is a team consisting of around 100 people with experience in energy markets, IT and modeling. In smaller teams consisting of a mix of people with different experiences, we are active on the [day-ahead](https://en.wikipedia.org/wiki/European_Power_Exchange#Day-ahead_markets) market, [intraday markets](https://en.wikipedia.org/wiki/European_Power_Exchange#Intraday_markets) and [collaborate with the TSO to balance the grid continuously](https://en.wikipedia.org/wiki/Transmission_system_operator#Electricity_market_operations). +- [Docker](https://docs.docker.com/get-docker/) +- [Make](https://www.gnu.org/software/make/) +- [Docker Compose](https://docs.docker.com/compose/install/) -## The challenge +### Installation -### In short -Calculate how much power each of a multitude of different [powerplants](https://en.wikipedia.org/wiki/Power_station) need to produce (a.k.a. the production-plan) when the [load](https://en.wikipedia.org/wiki/Load_profile) is given and taking into account the cost of the underlying energy sources (gas, kerosine) and the Pmin and Pmax of each powerplant. +1. **Clone the repository** + ```bash + git clone git@github.com:gem-spaas/powerplant-coding-challenge.git + git checkout aboutat-solution + ``` -### More in detail +2. **Build** + ```bash + make build + ``` +3. **Run** + ```bash + make run + ``` -The load is the continuous demand of power. The total load at each moment in time is forecasted. For instance for Belgium you can see the load forecasted by the grid operator [here](https://www.elia.be/en/grid-data/load-and-load-forecasts). +## Running locally -At any moment in time, all available powerplants need to generate the power to exactly match the load. The cost of generating power can be different for every powerplant and is dependent on external factors: The cost of producing power using a [turbojet](https://en.wikipedia.org/wiki/Gas_turbine#Industrial_gas_turbines_for_power_generation), that runs on kerosine, is higher compared to the cost of generating power using a gas-fired powerplant because of gas being cheaper compared to kerosine and because of the [thermal efficiency](https://en.wikipedia.org/wiki/Thermal_efficiency) of a gas-fired powerplant being around 50% (2 units of gas will generate 1 unit of electricity) while that of a turbojet is only around 30%. The cost of generating power using windmills however is zero. Thus deciding which powerplants to activate is dependent on the [merit-order](https://en.wikipedia.org/wiki/Merit_order). +### Prerequisites +- [UV](https://docs.astral.sh/uv/) +- [Python 3.13](https://www.python.org/downloads/release/python-3130/) -When deciding which powerplants in the merit-order to activate (a.k.a. [unit-commitment problem](https://en.wikipedia.org/wiki/Unit_commitment_problem_in_electrical_power_production)) the maximum amount of power each powerplant can produce (Pmax) obviously needs to be taken into account. Additionally gas-fired powerplants generate a certain minimum amount of power when switched on, called the Pmin. +1. **Clone the repository** + ```bash + git clone git@github.com:gem-spaas/powerplant-coding-challenge.git + git checkout aboutat-solution + ``` + +2. **Install dependencies** + ```bash + uv sync --frozen + ``` + +3. **Run the development server** + ```bash + make dev + ``` +## ๐Ÿ“š API Documentation -### Performing the challenge +- **Swagger UI**: http://localhost:8888/docs -Build a REST API exposing an endpoint `/productionplan` that accepts a POST of which the body contains a payload as you can find in the `example_payloads` directory and that returns a json with the same structure as in `example_response.json` and that manages and logs run-time errors. +- **ReDoc**: http://localhost:8888/redoc -For calculating the unit-commitment, we prefer you not to rely on an existing (linear-programming) solver but instead write an algorithm yourself. +## ๐Ÿงช Testing -Implementations can be submitted in either C# (on .Net 5 or higher) or Python (3.8 or higher) as these are (currently) the main languages we use in SPaaS. Along with the implementation should be a README that describes how to compile (if applicable) and launch the application. +**Run tests** -- C# implementations should contain a project file to compile the application. -- Python implementations should contain a `requirements.txt` or a `pyproject.toml` (for use with poetry) to install all needed dependencies. +```bash + make test + ``` -#### Payload - -The payload contains 3 types of data: - - load: The load is the amount of energy (MWh) that need to be generated during one hour. - - fuels: based on the cost of the fuels of each powerplant, the merit-order can be determined which is the starting point for deciding which powerplants should be switched on and how much power they will deliver. Wind-turbine are either switched-on, and in that case generate a certain amount of energy depending on the % of wind, or can be switched off. - - gas(euro/MWh): the price of gas per MWh. Thus if gas is at 6 euro/MWh and if the efficiency of the powerplant is 50% (i.e. 2 units of gas will generate one unit of electricity), the cost of generating 1 MWh is 12 euro. - - kerosine(euro/Mwh): the price of kerosine per MWh. - - co2(euro/ton): the price of emission allowances (optionally to be taken into account). - - wind(%): percentage of wind. Example: if there is on average 25% wind during an hour, a wind-turbine with a Pmax of 4 MW will generate 1MWh of energy. - - powerplants: describes the powerplants at disposal to generate the demanded load. For each powerplant is specified: - - name: - - type: gasfired, turbojet or windturbine. - - efficiency: the efficiency at which they convert a MWh of fuel into a MWh of electrical energy. Wind-turbines do not consume 'fuel' and thus are considered to generate power at zero price. - - pmax: the maximum amount of power the powerplant can generate. - - pmin: the minimum amount of power the powerplant generates when switched on. - -#### response - -The response should be a json as in `example_payloads/response3.json`, which is the expected answer for `example_payloads/payload3.json`, specifying for each powerplant how much power each powerplant should deliver. The power produced by each powerplant has to be a multiple of 0.1 Mw and the sum of the power produced by all the powerplants together should equal the load. - -### Want more challenge? - -Having fun with this challenge and want to make it more realistic. Optionally, do one of the extra's below: - -#### Docker - -Provide a Dockerfile along with the implementation to allow deploying your solution quickly. - -#### CO2 - -Taken into account that a gas-fired powerplant also emits CO2, the cost of running the powerplant should also take into account the cost of the [emission allowances](https://en.wikipedia.org/wiki/Carbon_emission_trading). For this challenge, you may take into account that each MWh generated creates 0.3 ton of CO2. - -## Acceptance criteria - -For a submission to be reviewed as part of an application for a position in the team, the project needs to: - - contain a README.md explaining how to build and launch the API - - expose the API on port `8888` - -Failing to comply with any of these criteria will automatically disqualify the submission. - -## More info - -For more info on energy management, check out: - - - [Global Energy Management Solutions](https://www.youtube.com/watch?v=SAop0RSGdHM) - - [COO hydroelectric power station](https://www.youtube.com/watch?v=edamsBppnlg) - - [Management of supply](https://www.youtube.com/watch?v=eh6IIQeeX3c) - video made during winter 2018-2019 - -## FAQ - -##### Can an existing solver be used to calculate the unit-commitment -Implementations should not rely on an external solver and thus contain an algorithm written from scratch (clarified in the text as of version v1.1.0) diff --git a/__init__.py b/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/controllers/production_plan.py b/controllers/production_plan.py new file mode 100644 index 000000000..fca5e2d2b --- /dev/null +++ b/controllers/production_plan.py @@ -0,0 +1,29 @@ +import logging + +from fastapi import APIRouter + +from schemas.production_plan import ( + ProductionPlanResponse, + ProductionPlanRequest, + ProductionPlanResponseItem, +) +from services.production_plan import ProductionPlanService + +router = APIRouter(prefix="/productionplan", tags=["productionplan"]) + + +@router.post("", response_model=ProductionPlanResponse) +async def get_production_plan( + production_plan_request: ProductionPlanRequest, +) -> ProductionPlanResponse: + production_plan_service = ProductionPlanService() + logging.info("Started calculating production plan") + powerplant_factories = production_plan_service.calculate_production_plan( + production_plan_request + ) + response = [ + ProductionPlanResponseItem(name=p._name, p=p._generated_power_in_MWh) + for p in powerplant_factories + ] + logging.info("End") + return response diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 000000000..7ad27a5aa --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,10 @@ +services: + api: + build: + context: . + container_name: powerplant-coding-challenge-achraf-boutat + stdin_open: true + tty: true + ports: + - "8888:8888" + restart: "no" \ No newline at end of file diff --git a/errors.py b/errors.py new file mode 100644 index 000000000..e74ccae2d --- /dev/null +++ b/errors.py @@ -0,0 +1,25 @@ +from fastapi.exceptions import RequestValidationError +from starlette.responses import JSONResponse +from fastapi import Request + + +async def validation_exception_handler(request: Request, exc: RequestValidationError): + return JSONResponse( + status_code=400, + content={ + "success": False, + "message": "Validation failed", + "errors": exc.errors(), + }, + ) + +# Handle all unhandled server errors +async def server_error_handler(request: Request, exc: Exception): + # Log the exception if needed here + return JSONResponse( + status_code=500, + content={ + "success": False, + "message": "An unexpected error occurred. Please try again later.", + }, + ) \ No newline at end of file diff --git a/factories/powerplant.py b/factories/powerplant.py new file mode 100644 index 000000000..262383b5d --- /dev/null +++ b/factories/powerplant.py @@ -0,0 +1,37 @@ +from models.gas_fired import GasFiredPowerPlant +from models.turbojet import TurboJetPowerPlant +from models.wind_turbine import WindTurbinePowerPlant +from schemas.production_plan import PowerPlantType, PowerPlant, Fuels + + +def powerplant_factory( + powerplant: PowerPlant, fuels: Fuels +) -> GasFiredPowerPlant | TurboJetPowerPlant | WindTurbinePowerPlant: + if powerplant.type == PowerPlantType.GAS_FIRED: + return GasFiredPowerPlant( + name=powerplant.name, + co2_price_per_ton=fuels.co2_euro_per_ton, + pmin=powerplant.pmin, + pmax=powerplant.pmax, + price_per_MWh=fuels.gas_euro_per_MWh, + efficiency=powerplant.efficiency, + ) + elif powerplant.type == PowerPlantType.TURBOJET: + return TurboJetPowerPlant( + name=powerplant.name, + pmin=powerplant.pmin, + pmax=powerplant.pmax, + price_per_MWh=fuels.kerosine_euro_per_MWh, + efficiency=powerplant.efficiency, + ) + elif powerplant.type == PowerPlantType.WIND_TURBINE: + return WindTurbinePowerPlant( + name=powerplant.name, + pmin=powerplant.pmin, + pmax=powerplant.pmax, + wind_percent=fuels.wind_percent, + price_per_MWh=0.0, + efficiency=powerplant.efficiency, + ) + # Unsupported Powerplant type + raise ValueError(f"Unknown powerplant type: {powerplant.type}") diff --git a/main.py b/main.py new file mode 100644 index 000000000..a1f63fd1c --- /dev/null +++ b/main.py @@ -0,0 +1,56 @@ +import logging +from contextlib import asynccontextmanager + +from fastapi import FastAPI +from fastapi.exceptions import RequestValidationError + +from controllers import production_plan +from errors import server_error_handler, validation_exception_handler +from settings import settings + + +@asynccontextmanager +async def lifespan(app: FastAPI): + # Configure logging at startup + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + ) + logging.getLogger("uvicorn").setLevel( + logging.INFO + ) # optional: set Uvicorn log level + + logging.info("Logging initialized. Application starting up.") + + yield # app runs here + + logging.info("Application shutting down.") + + +description = """ +## Production Plan + Amount of electricity produced by given powerplants. +""" + +app = FastAPI( + title="powerplant-coding-challenge", + description=description, + summary="This API allows getting how much load given powerplants should generate based on key parameters.", + version=str(settings.API_VERSION), + lifespan=lifespan, +) + +# Exception handlers +app.add_exception_handler(Exception, server_error_handler) # 500 errors +app.add_exception_handler(RequestValidationError, validation_exception_handler) + + + +# Routes +app.include_router(production_plan.router) + + +@app.get("/") +async def healthcheck(): + logging.info("Root endpoint called") + return {"message": "API is running!"} diff --git a/models/base.py b/models/base.py new file mode 100644 index 000000000..77337d0e5 --- /dev/null +++ b/models/base.py @@ -0,0 +1,36 @@ +from abc import ABC + + +class BasePowerPlant(ABC): + _name: str + _pmin: float + _pmax: float + _efficiency: float + _price_per_MWh: float + _cost: float + _energy_produced_per_MWh: float + _generated_power_in_MWh: float + + def __init__( + self, + name: str, + pmin: float, + pmax: float, + price_per_MWh: float, + efficiency: float, + ): + self._name = name + self._pmin = pmin + self._pmax = pmax + self._price_per_MWh = price_per_MWh + self._efficiency = efficiency + self._generated_power_in_MWh = 0 + self._cost = self.calculate_cost() + + def generate_power(self, load: float): + if load < self._pmin: + self._generated_power_in_MWh = round(self._pmin, 1) + self._generated_power_in_MWh = round(min(self._pmax, load), 1) + + def calculate_cost(self): + return self._price_per_MWh / self._efficiency diff --git a/models/gas_fired.py b/models/gas_fired.py new file mode 100644 index 000000000..7a1f9f644 --- /dev/null +++ b/models/gas_fired.py @@ -0,0 +1,15 @@ +from models.base import BasePowerPlant + + +class GasFiredPowerPlant(BasePowerPlant): + CO2_EMISSION_COST: float = 0.3 + _co2_price_per_ton: float + + def __init__(self, co2_price_per_ton: float, **kwargs): + self._co2_price_per_ton = co2_price_per_ton + super().__init__(**kwargs) + + def calculate_cost(self) -> float: + return super().calculate_cost() + ( + self.CO2_EMISSION_COST * self._co2_price_per_ton + ) diff --git a/models/turbojet.py b/models/turbojet.py new file mode 100644 index 000000000..5f534b11c --- /dev/null +++ b/models/turbojet.py @@ -0,0 +1,5 @@ +from models.base import BasePowerPlant + + +class TurboJetPowerPlant(BasePowerPlant): + pass diff --git a/models/wind_turbine.py b/models/wind_turbine.py new file mode 100644 index 000000000..5fa91f2fe --- /dev/null +++ b/models/wind_turbine.py @@ -0,0 +1,12 @@ +from models.base import BasePowerPlant + + +class WindTurbinePowerPlant(BasePowerPlant): + _wind_percent: int + + def __init__(self, wind_percent: int, **kwargs): + self._wind_percent = wind_percent + super().__init__(**kwargs) + + def calculate_cost(self) -> float: + return super().calculate_cost() * (self._wind_percent / 100) diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 000000000..25927d96e --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,20 @@ +[project] +name = "powerplant-coding-challenge" +version = "0.1.0" +description = "This project implements an API that allows to get how much electricity given powerplants should generate based on fuels and load." +readme = "README.md" +requires-python = ">=3.13" +dependencies = [ + "fastapi[standard]>=0.118.0", + "pydantic>=2.11.10", + "pydantic-settings>=2.11.0", +] + +[dependency-groups] +dev = [ + "black>=25.9.0", + "polyfactory>=2.22.2", + "pytest>=8.4.2", + "pytest-sugar>=1.1.1", + "ruff>=0.13.3", +] diff --git a/pytest.ini b/pytest.ini new file mode 100644 index 000000000..50f1bad31 --- /dev/null +++ b/pytest.ini @@ -0,0 +1,5 @@ +[pytest] +addopts = -ra -q +markers = + unit: unit tests + integration: integration tests \ No newline at end of file diff --git a/schemas/production_plan.py b/schemas/production_plan.py new file mode 100644 index 000000000..7a0859413 --- /dev/null +++ b/schemas/production_plan.py @@ -0,0 +1,38 @@ +from enum import Enum + +from pydantic import BaseModel, Field + + +class Fuels(BaseModel): + gas_euro_per_MWh: float = Field(alias="gas(euro/MWh)", gt=0.0) + kerosine_euro_per_MWh: float = Field(alias="kerosine(euro/MWh)", gt=0.0) + co2_euro_per_ton: float = Field(alias="co2(euro/ton)", gt=0.0) + wind_percent: int = Field(alias="wind(%)", ge=0, le=100) + + +class PowerPlantType(str, Enum): + GAS_FIRED = "gasfired" + WIND_TURBINE = "windturbine" + TURBOJET = "turbojet" + + +class PowerPlant(BaseModel): + name: str + type: PowerPlantType + efficiency: float = Field(..., gt=0.0) + pmin: float = Field(..., ge=0.0) + pmax: float = Field(..., gt=0.0) + + +class ProductionPlanRequest(BaseModel): + load: float = Field(..., gt=0.0) + fuels: Fuels + powerplants: list[PowerPlant] + + +class ProductionPlanResponseItem(BaseModel): + name: str + p: float = Field(..., ge=0.0) + + +ProductionPlanResponse = list[ProductionPlanResponseItem] diff --git a/services/production_plan.py b/services/production_plan.py new file mode 100644 index 000000000..a53c0acc5 --- /dev/null +++ b/services/production_plan.py @@ -0,0 +1,38 @@ +from factories.powerplant import powerplant_factory +from models.gas_fired import GasFiredPowerPlant +from models.turbojet import TurboJetPowerPlant +from models.wind_turbine import WindTurbinePowerPlant +from schemas.production_plan import ProductionPlanRequest + +# For type hints +PowerplantFactories = GasFiredPowerPlant | TurboJetPowerPlant | WindTurbinePowerPlant + + +class ProductionPlanService: + + @staticmethod + def calculate_production_plan( + production_plan_request: ProductionPlanRequest, + ) -> list[PowerplantFactories]: + # Create appropriate powerplant objects + powerplant_objs: list[PowerplantFactories] = [] + for powerplant in production_plan_request.powerplants: + powerplant_obj = powerplant_factory( + powerplant, fuels=production_plan_request.fuels + ) + powerplant_objs.append(powerplant_obj) + + # Step 1: Sort the powerplants based on cost asc, Pmax desc and Pmin asc (most efficient to least) + sorted_powerplants = sorted( + powerplant_objs, key=lambda p: (p._cost, -p._pmax, p._pmin) + ) + + # Step 2: Produce the maximum possible load in each powerplant + remaining_load = production_plan_request.load + for powerplant in sorted_powerplants: + if remaining_load <= 0: + break + powerplant.generate_power(load=remaining_load) + remaining_load -= powerplant._generated_power_in_MWh + + return sorted_powerplants diff --git a/settings.py b/settings.py new file mode 100644 index 000000000..0fa27ef36 --- /dev/null +++ b/settings.py @@ -0,0 +1,8 @@ +from pydantic_settings import BaseSettings + + +class Settings(BaseSettings): + API_VERSION: int = 1 + + +settings = Settings() diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 000000000..4be0d4d74 --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,12 @@ +import pytest +from httpx import ASGITransport, AsyncClient + +from main import app + + +@pytest.fixture(scope="module") +async def test_client(): + async with AsyncClient( + transport=ASGITransport(app=app), base_url="http://test" + ) as client: + yield client diff --git a/tests/integration/controllers/test_production_plan.py b/tests/integration/controllers/test_production_plan.py new file mode 100644 index 000000000..84a4c3973 --- /dev/null +++ b/tests/integration/controllers/test_production_plan.py @@ -0,0 +1,19 @@ +import json + +import pytest +from httpx import AsyncClient + + +@pytest.mark.anyio +async def test_get_production_plan__success(test_client: AsyncClient): + # Load request body from JSON file + with open("example_payloads/payload3.json") as f: + payload = json.load(f) + + # Load request body from JSON file + with open("example_payloads/response3.json") as f: + expected_response = json.load(f) + + response = await test_client.post("/productionplan", json=payload) + assert response.status_code == 200 + assert response.json() == expected_response diff --git a/tests/test_main.py b/tests/test_main.py new file mode 100644 index 000000000..ee347fcfd --- /dev/null +++ b/tests/test_main.py @@ -0,0 +1,8 @@ +import pytest + + +@pytest.mark.anyio +async def test_healthcheck(test_client): + response = await test_client.get("/") + assert response.status_code == 200 + assert response.json() == {"message": "API is running!"} diff --git a/tests/unit/schemas/test_schemas.py b/tests/unit/schemas/test_schemas.py new file mode 100644 index 000000000..06bc1bc01 --- /dev/null +++ b/tests/unit/schemas/test_schemas.py @@ -0,0 +1,14 @@ +import pytest +from polyfactory.factories.pydantic_factory import 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