Introduction
Understanding how to manage request timeouts is crucial when making HTTP calls in Python. Here, we explore how to set request timeouts using the httpx
library for both synchronous and asynchronous requests.
Setting a Basic Timeout
To start with, installing the httpx
library is a prerequisite:
pip install httpx
Then, you can specify a timeout duration by passing the timeout
parameter:
import httpx
timeout = 5.0 # Timeout of 5 seconds
response = httpx.get('https://example.com', timeout=timeout)
This sets a time limit on how long the client will wait for the server to send a response.
When setting timeouts, consider the nature of the request and the server’s expected response time. A balance between too short and too long of a timeout is essential.
Understanding Timeout Exceptions
When a timeout is exceeded, an httpx.TimeoutException
is raised:
try:
response = httpx.get('https://example.com', timeout=5.0)
except httpx.TimeoutException:
print('The request timed out.')
This exception handling is useful to manage requests that might hang longer than expected.
Advanced Timeout Configurations
For fine-grained control, use a httpx.Timeout
object:
from httpx import Timeout
custom_timeout = Timeout(
connect=10.0,
read=10.0,
write=10.0,
pool=10.0
)
response = httpx.get('https://example.com', timeout=custom_timeout)
The above code sets individual timeout limits for the connect, read, write, and pool operations.
Asynchronous Timeouts
When working with asynchronous requests, the timeout
parameter works similarly:
import httpx
async def fetch_url():
async with httpx.AsyncClient() as client:
try:
response = await client.get('https://example.com', timeout=5.0)
except httpx.TimeoutException:
print('Async request timed out.')
The same timeout rules apply to asynchronous requests, making it a versatile option.
Timeouts with HTTP Proxies
If you are using HTTP proxies, timeouts are still applicable:
proxies = {
'http://': 'http://localhost:8080',
'https://': 'https://localhost:8080',
}
response = httpx.get('https://example.com', proxies=proxies, timeout=5.0)
Whether using a proxy or not, timeout behavior remains consistent.
Adjusting Timeouts Mid-Request
Modifying timeout duration mid-request can be tricky but possible:
timeout = httpx.Timeout(10.0, pool=None)
with httpx.Client(timeout=timeout) as client:
client.timeout.read = 20.0
response = client.get('https://example.com')
This example shows how to alter the read timeout for a client instance, demonstrating advanced customization of httpx
.
Conclusion
In summary, the httpx
library offers both simple and advanced methods to manage request timeouts. This guide has covered how to set timeouts properly to ensure that your HTTP requests in Python are efficient and fail-safe. Always aim to optimize timeout settings based on the specific needs of your application.