Changes so scripts can run on Cloud DataFlow #264
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setup.py: Changed dependences by moving some deps intobase_requiresscripts/slice_dataset.py: AddedMAX_MEMbecause GCP users want to save money and use a smaller instance. Added_assert_nonzero_slicesto catch a common user misspecification.scripts/compute_probabilistic_climatological_forecasts.py: AddedMAX_MEMas above. Moved someFLAGSout of lambdas, so their value can be found on workers.