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The index (i.e just the list of urls) of common crawl is 250gb. The actual crawl is 500tb ish. Then pull out just the text you get down to 30tb ish. And then you need that all to be in a fts index.. (something like opensearch/elasticsearch) idk how big the cluster you would need for that is.. maybe 2tb per data node max. So 15 pretty beefy vms (8cpu w/64gb memory) with 2tb nvme for data and a few more as controller nodes
Common crawl numbers pulled from this paper
https://aclanthology.org/anthology-files/anthology-files/pdf/L/L18/L18-1286.pdf
Cluster sizing numbers pulled from tea leaf divination
Thanks for providing that!
Not for the faint of heart resource-wise, but doesn't sound impossible for a dedicated group.
Oops, realized I didn't answer your question about actually crawling, dig into common crawl documentation, they provide a bunch of technical data and stats that show you the scale..2-4billion pages per month
And note CC just does a sample of the pages it finds. So the more monthly dumps don't contain all of the data afaik
And the number above are for one of the monthly dumps
https://commoncrawl.github.io/cc-crawl-statistics/plots/crawlermetrics