### Human: How to setup authorization and authentication fastapi with explaination ?### Assistant: Setting up authorization and authentication in FastAPI involves several steps:

1. Install necessary packages: First, you'll need to install two packages: fastapi-users and fastapi-jwt-auth. fastapi-users provides the user authentication and management functionality, while fastapi-jwt-auth provides JWT (JSON Web Token) authentication.
``` 
pip install fastapi-users fastapi-jwt-auth[bcrypt]
``` 
2. Define your User model: You'll need to create a model that defines the properties of a user, such as their email and password.
``` 
class User(BaseModel, UserManagerMixin):
    email: EmailStr
    password: str
    is_active: bool = True
    is_superuser: bool = False
``` 
3. Create a user database: You'll need to create a database of user objects, which can be done using any database framework, such as SQLAlchemy or Tortoise-ORM.

4. Configure the authentication system: You'll need to configure the authentication system to use JWT tokens for authentication. This involves defining a secret key for encoding and decoding the tokens.
``` 
from fastapi_jwt_auth import AuthJWT

authjwt_secret_key = "secret"
authjwt_algorithm = "HS256"
``` 
5. Create authentication routes: You'll need to create routes for registering, logging in, and logging out users.

``` 
from fastapi_users import FastAPIUsers, LoginCredentials
from fastapi_users.authentication import JWTAuthentication

users = FastAPIUsers(
    User,
    [JWTAuthentication(secret=authjwt_secret_key, lifetime_seconds=3600)],
    UserCreate,
    UserUpdate,
    UserDB,
)

@app.post("/auth/jwt/login")
async def login(credentials: LoginCredentials):
    user = await fastapi_users.get_user(credentials.username)
    if not user or not await fastapi_users.verify_password(credentials.password, user.password):
        raise HTTPException(status_code=HTTP_401_UNAUTHORIZED, detail="Incorrect username or password")
    access_token = AuthJWT.create_access_token(subject=user.email)
    return {"access_token": access_token}
``` 

6. Secure your routes: You'll need to use the Depends function from FastAPI to add authentication and authorization to your routes.
``` 
from fastapi import Depends
from fastapi_jwt_auth import AuthJWT

async def get_current_user(authjwt: AuthJWT = Depends()):
    try:
        authjwt.jwt_required()
        user_email = authjwt.get_jwt_subject()
        user = await fastapi_users.get_user(user_email)
        return user
    except Exception as e:
        raise HTTPException(status_code=HTTP_401_UNAUTHORIZED, detail=str(e))
``` 
This function can then be added as a dependency to your routes that require authentication.

Overall, setting up authentication and authorization in FastAPI involves creating a user model, configuring authentication and authorization routes, and securing your routes using the Depends function.### Human: How do I install Python on my computer?### Assistant: The installation process for Python on Windows is simple, with only a couple steps to follow. These steps enable us to access Python from anywhere on our system and install software using its built-in package manager. Installing Python in this manner enables the creation of projects that work with the operating system, for example notifications and automated system tasks.

1. Open a browser to the Python website and download the Windows installer.
2. Double click on the downloaded file and install Python for all users.
3. After the installation is complete, click Disable path length limit and then Close. Disabling the path length limit means we can use more than 260 characters in a file path.
4. Click Close to end the installation.

---

It is also worth adding Python to the PATH which will allow us to use the Python interpreter from any part of the file system.

To do this follow these steps:

1. Right-click on This PC and going to Properties.
2. Click on the Advanced system settings in the menu on the left.
3. Click on the Environment Variables button o​n the bottom right.
4. In the System variables section, selecting the Path variable and clicking on Edit. The next screen will show all the directories that are currently a part of the PATH variable.
5. Click on New and enter Python install directory.
6. Click OK and close all the windows.

Now Python can be accessed from any directory in the file system.