Hello,

you could write a script to search the 94 x 2GB files. Either sequentially or 
in parallel.

When doing it in parallel, you have to accumulate the search results either in 
a place that allows concurrent access, e.g. a database table or write 
independent search result files and concatenate them into a single result after 
the search is over. According to Amdahl's law, the sequential concatenation 
step then sets the absolute lower bound of the runtime of the overall process, 
i.e. you cannot get faster than this.

Since Tanimoto calculation is not really CPU intensive, the speed limit will be 
set by how fast your box can deliver the datafiles to OpenBabel and how fast it 
can write the results back to disk.

Best regards,

Ernst-Georg Schmid 

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