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Use Array's type as return type for reduction fns #154

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@9prady9

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@9prady9

The following functions currently return f64 values irrespective of the input Array data's native type.

  • sum_all
  • sum_nan_all
  • product_all
  • product_nan_all
  • min_all
  • max_all
  • all_true_all
  • any_true_all
  • count_all
  • imin_all
  • imax_all

The above functions need to return the appropriate type value instead of f64. This change is probably going to be
easier to implemented once Typed Arrays are implemented.

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