// Copyright 2015-2018 Hans Dembinski // // Distributed under the Boost Software License, Version 1.0. // (See accompanying file LICENSE_1_0.txt // or copy at http://www.boost.org/LICENSE_1_0.txt) //[ getting_started_listing_01 #include // std::for_each #include // only needed for printing #include // make_histogram, weight, indexed #include // assert #include // std::ref #include // std::ostringstream, std::cout, std::flush int main() { using namespace boost::histogram; // strip the boost::histogram prefix /* Create a 1d-histogram with an axis that has 6 equidistant bins on the real line from -1.0 to 2.0, and label it as "x". */ auto h = make_histogram(axis::regular<>(6, -1.0, 2.0, "x")); /* Fill histogram with data, typically this happens in a loop. A regular axis is a sequence of semi-open bins. Extra under- and overflow bins extend the axis in the default configuration. index : -1 0 1 2 3 4 5 6 bin edges: -inf -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 inf STL algorithms are supported. std::for_each is very convenient to fill a histogram from an iterator range. Make sure to use std::ref in the call, otherwise it will fill a copy of the histogram and return it, which is less efficient. */ auto data = {-0.5, 1.1, 0.3, 1.7}; std::for_each(data.begin(), data.end(), std::ref(h)); h(-1.5); // put in underflow bin -1 h(-1.0); // put in bin 0, bin interval is semi-open h(2.0); // put in overflow bin 6, bin interval is semi-open h(20.0); // put in overflow bin 6 /* This does a weighted fill using the `weight` function as an additional argument. It may appear at the beginning or end of the argument list. C++ doesn't have keyword arguments, this is the next-best thing. */ h(0.1, weight(1.0)); /* Iterate over bins with the `indexed` range adaptor to obtain the current bin index and the bin value via an accessor class. By default, under- and overflow bins are skipped. Passing `coverage::all` as the optional second argument iterates over all bins. - Access the value with the dereference operator. The proxy acts like a pointer to it. - Access the current index with `index(d)` of the accessor, passing the dimension d. - Access the corresponding bin interval view with `bin(d)`. Use a compile-time number like 1_c instead of a normal number like 1, if possible, to make this call more efficent. The return type depends on the axis type (see the axis reference for details), usually a class that represents a semi-open interval, whose edges can be accessed with methods `lower()` and `upper()`. - Iteration order is implementation defined, `indexed` uses the most efficient one. */ using namespace boost::histogram::literals; // import compile-time numbers 0_c, 1_c, ... std::ostringstream os; for (auto x : indexed(h, coverage::all)) { os << boost::format("bin %2i [%4.1f, %4.1f): %i\n") % x.index() % x.bin().lower() % x.bin().upper() % *x; } std::cout << os.str() << std::flush; assert(os.str() == "bin -1 [-inf, -1.0): 1\n" "bin 0 [-1.0, -0.5): 1\n" "bin 1 [-0.5, -0.0): 1\n" "bin 2 [-0.0, 0.5): 2\n" "bin 3 [ 0.5, 1.0): 0\n" "bin 4 [ 1.0, 1.5): 1\n" "bin 5 [ 1.5, 2.0): 1\n" "bin 6 [ 2.0, inf): 2\n"); // note how under- and overflow bins appear at the end } //]