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Currently it seems that the 1 billion rows file is generated randomly. Making the generation pseudorandom would make sharing the 1 billion row file a little easier (since it should always be the same), and would make sure that everyone is running exactly the same test.
Just using a Random with a predefined seed to pick out stations, and seeding a Random with the hash code of the city name to obtain measurements should do the trick.
plokhotnyuk, lobaorn, Palmr, vietvudanh, thejeed and 3 more