diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..8d15f59 --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,12 @@ +{ + "name": "Elevators", + "dockerFile": "../Dockerfile", + "settings": { + "terminal.integrated.shell.linux": "/bin/bash" + }, + "extensions": [ + "ms-python.python", + ], + "postCreateCommand": "poetry install", + "workspaceFolder": "/workspace" +} diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..029519e --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +__pycache__/ +*.py[cod] \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..7bb6194 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,33 @@ +# Dockerfile +FROM python:3.9 + +# Install system dependencies +RUN apt-get update && apt-get install -y \ + git \ + curl \ + vim \ + && apt-get install sqlite3 \ + && rm -rf /var/lib/apt/lists/* + +# Install Poetry using the official installation script +RUN curl -sSL https://install.python-poetry.org | python3 - && \ + mv /root/.local/bin/poetry /usr/local/bin/poetry + +# Ensure Poetry is on the PATH +ENV PATH="/root/.local/bin:$PATH" + +# Set the working directory +WORKDIR /workspace + + +# Copy dependency files first for caching, then install dependencies. +# If your project root contains additional files, adjust accordingly. +#COPY pyproject.toml poetry.lock* ./ +#RUN poetry install --no-root + +# Optionally, copy the rest of your project files. +COPY . /workspace + +# Default command: open a bash shell with Poetry activated. +CMD ["poetry", "run", "bash", "uvicorn", "sqlite3"] + diff --git a/dev_containers.png b/dev_containers.png new file mode 100644 index 0000000..7e4106c Binary files /dev/null and b/dev_containers.png differ diff --git a/dev_containers_2.png b/dev_containers_2.png new file mode 100644 index 0000000..a5a75fb Binary files /dev/null and b/dev_containers_2.png differ diff --git a/dev_containers_install.png b/dev_containers_install.png new file mode 100644 index 0000000..c47dc02 Binary files /dev/null and b/dev_containers_install.png differ diff --git a/elevators/database_schema.sql b/elevators/database_schema.sql new file mode 100644 index 0000000..639e578 --- /dev/null +++ b/elevators/database_schema.sql @@ -0,0 +1,15 @@ +-- State table +CREATE TABLE states( + id INTEGER PRIMARY KEY AUTOINCREMENT, + current_floor INTEGER NOT NULL, + state_time TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + vacant BOOLEAN NOT NULL, + mooving BOOLEAN NOT NULL +); + +-- Demands table +CREATE TABLE demands ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + demand_floor INTEGER NOT NULL, + demand_time TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); \ No newline at end of file diff --git a/elevators/elevators.db b/elevators/elevators.db new file mode 100644 index 0000000..bcbdf36 Binary files /dev/null and b/elevators/elevators.db differ diff --git a/elevators/main.py b/elevators/main.py new file mode 100644 index 0000000..6c8a9cb --- /dev/null +++ b/elevators/main.py @@ -0,0 +1,182 @@ +from fastapi import FastAPI, HTTPException, Depends +from pydantic import BaseModel +from datetime import datetime +from sqlalchemy import create_engine, Column, Boolean, Integer, DateTime, literal +from sqlalchemy.orm import declarative_base, sessionmaker, Session + + +DATABASE_URL = "sqlite:///./elevators.db" + +engine = create_engine(DATABASE_URL, connect_args={"check_same_thread": False}) +SessionLocal = sessionmaker(bind=engine, autoflush=False, autocommit=False) +Base = declarative_base() + +app = FastAPI() + +#Models to be stored in the database + +class State(Base): + """ + The State class represents a snapshot of the elevator's status. + Attributes: + id (int): The unique identifier for the state record. + current_floor (int): The current floor where the elevator is based. + state_time (datetime): The time when the state was recorded. + vacant (bool): Indicates if the elevator is vacant. + mooving (bool): Indicates if the elevator is moving. + """ + __tablename__ = "states" + id = Column(Integer, autoincrement=True, primary_key=True, index=True) + current_floor = Column(Integer, nullable=False) + state_time = Column(DateTime, default=datetime.utcnow) + vacant = Column(Boolean, nullable=False) + mooving = Column(Boolean, nullable=False) + +class Demand(Base): + """ + The Demand class represents a demand made for the elevator. + Attributes: + id (int): The unique identifier for the demand record. + demand_floor (int): The floor from which the demand is made. + demand_time (datetime): The time when the demand was recorded. + """ + __tablename__ = "demands" + id = Column(Integer, autoincrement=True, primary_key=True, index=True) + demand_floor = Column(Integer, nullable=False) + demand_time = Column(DateTime, default=datetime.utcnow) + + + +#Pydantic Schemas + +class StateBase(BaseModel): + current_floor: int + state_time: datetime + vacant: bool + mooving: bool + +class DemandBase(BaseModel): + demand_floor : int + demand_time : datetime + + +#Dependency or Data Base Session +def get_db(): + db = SessionLocal() + try: + yield db + finally: + db.close() + + +#Endpoints +@app.get("/state", summary = 'Get all elevator states', description = 'Get all situations related to the elavator') +def read_states(db: Session = Depends(get_db)): + """ + Retrieve all state records. + Args: + db (Session): The database session dependency. + Returns: + List[State]: A list of all state records. + """ + + states = db.query(State).all() + return states + +@app.post("/state", summary = 'Log a new elevator state', + description = 'Crate a situation of the elevator, whether it is moving, vacant, current floor and time', status_code=201) +def create_state(state: StateBase, db: Session = Depends(get_db)): + """ + Log a new state record. + Args: + state (StateBase): The state data to be logged. + db (Session): The database session dependency. + Returns: + State: The newly created state record. + """ + new_state = State( + current_floor=state.current_floor, + vacant=state.vacant, + mooving=state.mooving, + state_time=state.state_time + ) + db.add(new_state) + db.commit() + db.refresh(new_state) + return new_state + + +@app.get("/demand", summary = 'Get all elevator demands', description = 'Get all demands related to the elavator') +def read_demands(db: Session = Depends(get_db)): + """ + Retrieve all demand records. + Args: + db (Session): The database session dependency. + Returns: + List[Demand]: A list of all demand records. + """ + demands = db.query(Demand).all() + return demands + +@app.post("/demand", summary = 'Log a new elevator demand', + description = 'Crate a new demand for the elevator', status_code=201) + +def create_demand(demand: DemandBase, db: Session = Depends(get_db)): + """ + Log a new demand record and automatically generate a new state. + Args: + demand (DemandBase): The demand data to be logged. + db (Session): The database session dependency. + + Returns: + Demand: The newly created demand record. + """ + + # Log the demand. + new_demand = Demand( + demand_floor= demand.demand_floor, + demand_time= demand.demand_time + ) + db.add(new_demand) + db.commit() + db.refresh(new_demand) + + return new_demand + +@app.get("/dataset", summary='Get dataset for model training', description='Returns a dataset for training the prediction model') +def get_dataset(db: Session = Depends(get_db)): + """ + Retrieve a dataset suitable for training a prediction model. + Args: + db (Session): The database session dependency. + Returns: + List[dict]: A list of records where each record contains: + - event_type_is_resting (bool): True if the event is a resting state, False if it is a demand. + - floor (int): The elevator floor associated with the event. + - time (datetime): The timestamp of the event. + """ + # Query resting states as events + resting_query = db.query( + literal(True).label("event_type_is_resting"), + State.current_floor.label("floor"), + State.state_time.label("time") + ).filter( + State.vacant == True, + State.mooving == False + ) + + # Query demand events + demand_query = db.query( + literal(False).label("event_type_is_resting"), + Demand.demand_floor.label("floor"), + Demand.demand_time.label("time") + ) + + # Combine the queries using union_all and order by the event time. + union_query = resting_query.union_all(demand_query).order_by("time") + + results = union_query.all() + + # Convert SQLAlchemy row objects to dictionaries. + dataset = [{"event_type_is_resting": row.event_type_is_resting, "floor": row.floor, "time": row.time} for row in results] + return dataset \ No newline at end of file diff --git a/elevators/test.py b/elevators/test.py new file mode 100644 index 0000000..cd08ca8 --- /dev/null +++ b/elevators/test.py @@ -0,0 +1,138 @@ +import pytest +from datetime import datetime, timedelta +from fastapi.testclient import TestClient +from sqlalchemy import create_engine +from sqlalchemy.pool import StaticPool +from sqlalchemy.orm import sessionmaker +from main import app, Base, get_db + +#Use an in-memory SQLite database with StaticPool for testing +SQLALCHEMY_DATABASE_URL = "sqlite:///:memory:" +engine_test = create_engine( + SQLALCHEMY_DATABASE_URL, + connect_args={"check_same_thread": False}, + poolclass=StaticPool +) +TestingSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine_test) + +#Create all tables in the in-memory database +Base.metadata.create_all(bind=engine_test) + +#Override the get_db dependency to use the in-memory test database +def override_get_db(): + + db = TestingSessionLocal() + try: + yield db + finally: + db.close() + +#Override the get_db dependency in our app. +app.dependency_overrides[get_db] = override_get_db + +#Create a TestClient instance for our app. +client = TestClient(app) + +def test_create_and_read_state(): + """ + Test creating a new elevator state and retrieving the list of states. + + Steps: + 1. POST a new state record. + 2. GET the state records and verify that the created state is present. + """ + + state_payload = { + "current_floor": 1, + "state_time": datetime.utcnow().isoformat(), + "vacant": True, + "mooving": False + } + # Create a new state. + response = client.post("/state", json=state_payload) + assert response.status_code == 201, f"Expected status 201, got {response.status_code}" + created_state = response.json() + assert created_state["current_floor"] == state_payload["current_floor"] + assert created_state["vacant"] is True + assert created_state["mooving"] is False + + # Retrieve all states. + response = client.get("/state") + assert response.status_code == 200, f"Expected status 200, got {response.status_code}" + states = response.json() + assert isinstance(states, list) + # There should be at least one state (the one we just created). + assert len(states) > 0 + +def test_create_and_read_demand(): + """ + Test creating a new elevator demand and retrieving the list of demands. + + Steps: + 1. POST a new demand record. + 2. GET the demand records and verify that the created demand is present. + """ + + demand_payload = { + "demand_floor": 3, + "demand_time": datetime.utcnow().isoformat() + } + # Create a new demand. + response = client.post("/demand", json=demand_payload) + assert response.status_code == 201, f"Expected status 201, got {response.status_code}" + created_demand = response.json() + assert created_demand["demand_floor"] == demand_payload["demand_floor"] + + # Retrieve all demands. + response = client.get("/demand") + assert response.status_code == 200, f"Expected status 200, got {response.status_code}" + demands = response.json() + assert isinstance(demands, list) + assert len(demands) > 0 + +def test_get_dataset(): + """ + Test that the /dataset endpoint returns the apropriate data for training the prediction model. + + Steps: + 1. POST a resting state record. + 2. POST a demand record. + 3. GET the dataset and verify that: + - The events are sorted by time. + - There is at least one resting event and one demand event. + + """ + + # Create a resting state event (simulate a resting event 10 minutes ago). + resting_state_payload = { + "current_floor": 2, + "state_time": (datetime.utcnow() - timedelta(minutes=10)).isoformat(), + "vacant": True, + "mooving": False + } + response = client.post("/state", json=resting_state_payload) + assert response.status_code == 201, f"Expected status 201, got {response.status_code}" + + # Create a demand event with a current timestamp. + demand_payload = { + "demand_floor": 4, + "demand_time": datetime.utcnow().isoformat() + } + response = client.post("/demand", json=demand_payload) + assert response.status_code == 201, f"Expected status 201, got {response.status_code}" + + # Retrieve the dataset. + response = client.get("/dataset") + assert response.status_code == 200, f"Expected status 200, got {response.status_code}" + dataset = 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(>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] + +[metadata] +lock-version = "2.1" +python-versions = ">=3.9" +content-hash = "262e4c68caca2e2a7e53f64675925cb3c7129a4a5168fd2907e6ecf183f67c74" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..f33c0b1 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,22 @@ +[project] +name = "elevators" +version = "1" +description = "This project is called Elevators and it is part of the recruiting process at Citric Sheep" +authors = [ + {name = "Brunolcb",email = "brunolaboissiere@hotmail.com"} +] +readme = "README.md" +requires-python = ">=3.9" +dependencies = [ + "fastapi (>=0.115.12,<0.116.0)", + "pydantic (>=2.11.1,<3.0.0)", + "sqlalchemy (>=2.0.40,<3.0.0)", + "uvicorn (>=0.34.0,<0.35.0)", + "pytest (>=8.3.5,<9.0.0)", + "httpx (>=0.28.1,<0.29.0)" +] + + +[build-system] +requires = ["poetry-core>=2.0.0,<3.0.0"] +build-backend = "poetry.core.masonry.api" diff --git a/readme.md b/readme.md index ea5e444..f3e4458 100644 --- a/readme.md +++ b/readme.md @@ -1,3 +1,33 @@ +# Solution +First, you will need to install VS Code and DevContainers. Assuming you have already installed VS Code, search for the DevContainers extension. + +![alt text](dev_containers_install.png) + +After that, open the repository in VS Code and click on the blue button at the bottom left. + +![alt text](dev_containers.png) + +Finally, search for "Reopen Container" or "Rebuild Container". + +![alt text](dev_containers_2.png) + +### If you want to create your own database, first delete the existing database elevators.db , then run: +```sh +cd elevators +sqlite3 elevators.db < database_schema.sql +``` + +### In the elevators folder, run the app: +```sh +uvicorn main:app +``` +The application will be available at ``http://127.0.0.1:8000/docs`` + +### Also you can test the unit tests, run (remember that you need to be inside the elevators folder): +```sh +pytest test.py -v +``` + # Dev Test ## Elevators