anti-ddos | DDOS Detection and Mitigation Appliance | Computer Vision library

I’m currently using selenium in a web bot to purchase items on a website. When I search for the item I want to buy and it cannot be found I use driver.navigate().refresh() to refresh the page to see if it is there now, it will keep doing this until it finds the product when it is released on the page. However, I wish to start my bot a few hours before the release of the product which currently doesn’t work as after roughly 30 seconds of refreshing the page I get banned from the page due to the anti-ddos software they use. One option is to increase the delay between refreshing, however I need to catch the release of this product as soon as possible so I’m trying to find a way that my program can wait/sleep until 30 seconds before the release however I’m struggling to find a way to do this.

I have an application that is meant to interact with a remote API. I have to make around 10000 (10k) requests without having it be too fast that anti-ddos protection will block me. Means I need to add a small delay.

Code

If I look page source, I see "unusual" attribute value:

I'm working on minimizing my site and I'm seeing that bag2 appears 5 times in my files waterfall. My site takes 1.6 seconds to load but one bag2 file takes 800 seconds to load, although it's size is only 7.0 kb.

What are these bag2 files and how can I remove them to make my website faster? I like Cloudflare's anti-DDOS protection, but I'm annoyed with the rest of it.