Load Testing with HTTP POST Requests in Locust
Understanding HTTP POST in Load Testing
POST requests are used to send data to a server to create or update a resource. They are typically employed in scenarios like:
Submitting forms
Uploading files
Sending data to APIs for storage or processing
For load testing, simulating POST requests helps evaluate how well an application handles concurrent writes and ensures data integrity under high loads.
Example: Performing POST Requests with Locust
Below is an example of a Locust HttpUser
class that performs both GET and POST requests
from locust import HttpUser, constant, task
import uuid
class MyReqRes(HttpUser):
wait_time = constant(1) # Wait 1 second between tasks
host = "http://localhost:8001" # Base URL for the API
@task
def get_todos(self):
# GET request to retrieve a specific todo item
res = self.client.get("/todos/104")
print(res.text)
@task
def create_todos(self):
# Generate a unique ID and create a todo item
request = {
"id": str(uuid.uuid4()),
"name": "Meet at 9 AM",
"description": "Need to meet client at 9 AM tomorrow"
}
# POST request to create a new todo
res = self.client.post("/todos", json=request)
print(res.text)
Explanation of the Code
1. MyReqRes
Class
This class defines the user behavior, combining both GET and POST requests.
HttpUser
Base Class: Provides built-in methods likeget
andpost
for HTTP requests.wait_time
: Theconstant(1)
function ensures the user waits 1 second between tasks.host
: Sets the base URL for the API.
2. create_todos
Task
This task simulates creating a new "todo" item:
Dynamic Data with
uuid
: A unique ID is generated for each request using Python’suuid
module.Payload (
request
): Contains data to be sent to the server, including an ID, name, and description.POST Request: The
self.client.post
method sends the payload as JSON to the/todos
endpoint.
3. get_todos
Task
This task retrieves an existing "todo" item to validate the GET functionality.
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