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#include <Rcpp.h> |
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using namespace Rcpp; |
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#include<vector> |
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#include<algorithm> |
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// [[Rcpp::export]]
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NumericVector rcpp_groupmean(IntegerVector cat_vec, NumericVector val_vec) { |
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// init
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IntegerVector ids_vec=na_omit(sort_unique(cat_vec)); |
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IntegerVector levels_vec=match(cat_vec,ids_vec)-1; |
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NumericVector sum_vec(ids_vec.size()); |
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NumericVector count_vec(ids_vec.size()); |
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std::vector<double> cpp_mean_vec; |
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cpp_mean_vec.reserve(ids_vec.size()); |
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std::vector<int> cpp_ids_vec; |
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cpp_ids_vec.reserve(ids_vec.size()); |
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std::vector<double> cpp_counts_vec; |
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cpp_counts_vec.reserve(ids_vec.size()); |
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/// main
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// calculate sums
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for (int i=0; i<cat_vec.size(); ++i) { |
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if (!IntegerVector::is_na(cat_vec[i]) && !NumericVector::is_na(val_vec[i])) { |
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count_vec[levels_vec[i]]+=1.0; |
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sum_vec[levels_vec[i]]+=val_vec[i]; |
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}
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}
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// calculate means
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for (int i=0; i<sum_vec.size(); ++i) { |
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if (count_vec[i]>0) { |
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cpp_mean_vec.push_back(sum_vec[i]/count_vec[i]); |
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cpp_ids_vec.push_back(ids_vec[i]); |
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cpp_counts_vec.push_back(count_vec[i]); |
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}
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}
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cpp_mean_vec.shrink_to_fit(); |
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cpp_ids_vec.shrink_to_fit(); |
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cpp_counts_vec.shrink_to_fit(); |
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// exports
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NumericVector ret_vec = wrap(cpp_mean_vec); |
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ret_vec.attr("ids") = wrap(cpp_ids_vec); |
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ret_vec.attr("counts") = wrap(cpp_counts_vec); |
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return(ret_vec); |
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}
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