Home > Backend Development > Python Tutorial > How to Handle File and JSON Body Simultaneously in a FastAPI POST Request?

How to Handle File and JSON Body Simultaneously in a FastAPI POST Request?

Patricia Arquette
Release: 2024-12-26 20:20:11
Original
250 people have browsed it

How to Handle File and JSON Body Simultaneously in a FastAPI POST Request?

How to add both file and JSON body in a FastAPI POST request?

FastAPI is a modern, fast (high-performance), web framework for building APIs. It is based on Python 3.6 and provides a powerful set of tools and features to make the development of APIs easier and more efficient. One of the key features of FastAPI is its support for handling a wide range of request types, including POST requests with files and JSON bodies.

In this article, we will explore how to handle both file and JSON body in a FastAPI POST request. We will cover different methods and provide code examples to simplify the understanding and implementation. Let's get started!

Handling File and JSON Body in FastAPI POST Request

To handle file and JSON body in a FastAPI POST request, you can use the following methods:

Using Form and File: This method allows you to declare multiple Form parameters in a path operation. However, you cannot also declare Body fields that you expect to receive as JSON since the request will have the body encoded using application/x-www-form-urlencoded instead of application/json (when the form includes files, it is encoded as multipart/form-data).

Using Pydantic Models and Dependencies: You can use Pydantic models to inform the endpoint that the parameterised variable depends on the Base class. You can define query parameters directly in the endpoint as demonstrated in this answer.

Passing Body Data as a Single Parameter: Another option is to pass the body data as a single parameter (of type Form) in the form of a JSON string. To that end, you would need to create a dependency function on the server-side.

Using a Custom Class with Classmethod: You can also incorporate a custom class with a classmethod used to transform a given JSON string into a Python dictionary, which is then used for validation against the Pydantic model.

Using Base64-Encoded Files: This method involves converting the file bytes into a base64-format string and adding it to the JSON object, along with other data that you might want to send over to the server. However, this approach is not highly recommended due to the increased size of the file and the additional resources required for encoding and decoding.

Code Examples

Let's explore some code examples to demonstrate how to handle file and JSON body in a FastAPI POST request using different methods:

Method Using Form and File:

from fastapi import Form, File, UploadFile, FastAPI
from typing import List
from fastapi.responses import HTMLResponse
from fastapi.templating import Jinja2Templates

app = FastAPI()
templates = Jinja2Templates(directory="templates")

@app.post("/submit")
def submit(
    name: str = Form(...),
    point: float = Form(...),
    is_accepted: bool = Form(...),
    files: List[UploadFile] = File(...),
):
    return {
        "JSON Payload": {"name": name, "point": point, "is_accepted": is_accepted},
        "Filenames": [file.filename for file in files],
    }

@app.get("/", response_class=HTMLResponse)
def main(request: Request):
    return templates.TemplateResponse("index.html", {"request": request})
Copy after login
Copy after login

Method Using Pydantic Models and Dependencies:

from fastapi import Form, File, UploadFile, Request, FastAPI, Depends
from typing import List, Optional
from fastapi.responses import HTMLResponse
from pydantic import BaseModel
from fastapi.templating import Jinja2Templates

app = FastAPI()
templates = Jinja2Templates(directory="templates")

class Base(BaseModel):
    name: str
    point: Optional[float] = None
    is_accepted: Optional[bool] = False


def checker(data: str = Form(...)):
    try:
        return Base.model_validate_json(data)
    except ValidationError as e:
        raise HTTPException(
            detail=jsonable_encoder(e.errors()),
            status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
        )


@app.post("/submit")
def submit(base: Base = Depends(checker), files: List[UploadFile] = File(...)):
    return {
        "JSON Payload": base,
        "Filenames": [file.filename for file in files],
    }

@app.get("/", response_class=HTMLResponse)
def main(request: Request):
    return templates.TemplateResponse("index.html", {"request": request})
Copy after login

Method Using a Custom Class with Classmethod:

from fastapi import Form, File, UploadFile, FastAPI
from typing import List
from fastapi.responses import HTMLResponse
from fastapi.templating import Jinja2Templates

app = FastAPI()
templates = Jinja2Templates(directory="templates")

@app.post("/submit")
def submit(
    name: str = Form(...),
    point: float = Form(...),
    is_accepted: bool = Form(...),
    files: List[UploadFile] = File(...),
):
    return {
        "JSON Payload": {"name": name, "point": point, "is_accepted": is_accepted},
        "Filenames": [file.filename for file in files],
    }

@app.get("/", response_class=HTMLResponse)
def main(request: Request):
    return templates.TemplateResponse("index.html", {"request": request})
Copy after login
Copy after login

With these methods, you have the flexibility to handle file and JSON body in a FastAPI POST request according to your specific requirements. Whether you need to validate data using a Pydantic model or simply receive a JSON string, there is a suitable solution available.

Conclusion

In this article, we have explored various methods to handle both file and JSON body in a FastAPI POST request. By providing code examples and detailed explanations, we have aimed to make the understanding and implementation of these methods as straightforward as possible. As you develop your APIs, you can choose the most appropriate method based on your requirements and preferences.

If

The above is the detailed content of How to Handle File and JSON Body Simultaneously in a FastAPI POST Request?. For more information, please follow other related articles on the PHP Chinese website!

source:php.cn
Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
Latest Articles by Author
Popular Tutorials
More>
Latest Downloads
More>
Web Effects
Website Source Code
Website Materials
Front End Template