// 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 #include // only used for printing #include #include #include #include int main() { using namespace boost::histogram; /* 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. 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)); /* 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 */ 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 /* Do a weighted fill using the `weight` function as an additional argument. It may appear at the beginning or end of the argument list. */ h(0.1, weight(1.0)); /* Iterate over bins with a fancy histogram iterator - order in which bins are iterated over is an implementation detail - iterator dereferences to histogram::const_reference, which is defined by its storage class; for the default storage it is actually a plain double - idx(N) method returns the index of the N-th axis - bin(N_c) method returns current bin of N-th axis; the suffx _c turns the argument into a compile-time number, which is needed to return a different `bin_type`s for each axis - `bin_type` usually is a semi-open interval representing the bin, whose edges can be accessed with methods `lower()` and `upper()`, but the implementation depends on the axis, please look it up in the reference */ std::ostringstream os; for (auto x : indexed(h)) { os << boost::format("bin %2i [%4.1f, %4.1f): %i\n") % x[0] % x.bin(0).lower() % x.bin(0).upper() % x.value; } std::cout << os.str() << std::flush; assert(os.str() == "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" "bin -1 [-inf, -1.0): 1\n"); // note how under- and overflow bins appear at the end } //]