When using Mechanize, a library in Python for programmatic web browsing, you may want to introduce delays between your requests to mimic human-like interactions and avoid overwhelming the server, which could lead to your IP getting blocked.
Here's how you can set up a delay between requests in Mechanize:
Using time.sleep
The most straightforward way to introduce a delay is to use the time.sleep
function from Python's standard library. You would manually add calls to time.sleep
with the desired number of seconds to wait between requests.
import mechanize
import time
# Initialize Mechanize Browser
br = mechanize.Browser()
# Example delay time in seconds
delay = 5
# Example list of URLs to scrape
urls = ['http://example.com/page1', 'http://example.com/page2']
for url in urls:
# Open URL with Mechanize
response = br.open(url)
# Read response, process data, etc.
data = response.read()
# Delay between requests
time.sleep(delay)
# Continue with code, such as parsing data...
Using Mechanize Throttling
Mechanize itself does not have built-in support for automated request throttling. However, you can create a custom function that wraps around Mechanize's request method and integrates a delay mechanism.
Here's an example of how you might do that:
import mechanize
import time
class ThrottledBrowser(mechanize.Browser):
def __init__(self, delay=1.0, *args, **kwargs):
super().__init__(*args, **kwargs)
self._last_request_time = None
self._delay = delay
def open(self, *args, **kwargs):
if self._last_request_time is not None:
sleep_time = self._delay - (time.time() - self._last_request_time)
if sleep_time > 0:
time.sleep(sleep_time)
self._last_request_time = time.time()
return super().open(*args, **kwargs)
# Usage
delay = 5 # seconds
br = ThrottledBrowser(delay=delay)
urls = ['http://example.com/page1', 'http://example.com/page2']
for url in urls:
response = br.open(url)
# Process the response
data = response.read()
# Continue with your scraping logic...
In the example above, the ThrottledBrowser
class inherits from Mechanize's Browser
class and overrides the open
method. Before opening a new URL, it checks the time elapsed since the last request. If the time is less than the specified delay, it uses time.sleep
to wait for the remaining time.
Additional Tips
- Respect the
robots.txt
file of the website you are scraping. Mechanize can be configured to do this automatically by callingbr.set_handle_robots(True)
. - Rotate user-agents or use random headers to further mimic human behavior.
- If the website offers an API, consider using it instead, as it may be designed to handle automated access more gracefully than scraping web pages.
Remember that web scraping can be legally complex, and it's important to comply with the terms of service of the website and relevant laws. Always scrape responsibly and consider the impact on the server you are accessing.