C++ std::iterator without using std::vector or std::list internally

Question

I'm trying (as an exercise) to create a simple numeric range class in C++. It will let you iterate through evenly spaced doubles (like the numpy/Python arange ):

What I'd like to do (but with an iterator):

double lower = ..., upper = ..., delta = ...;
for (double val = lower; val < upper; val += delta)
{
   // do something with val
   f(val);
}
// include the last val to guarantee upper is included or exceeded
f(val); // do something with val

Desired equivalent iterator code:

double lower = ..., upper = ..., delta = ...;
NumericRange nr(lower, upper, delta);
for (NumericRange::const_iterator iter = nr.begin(); iter != nr.end(); iter++)
{
    f(*iter);
}

I'd like my iterator to be compatible with STL iterators so I can reuse code (iterating through a NumericRange should be equivalent to iterating through std::vector).

I've had success simply storing the values in a std::vector (and then using the std::vector's iterator). This is how everything I've found online has solved this problem. However, it really isn't necessary to store the entire list.

Is there a way to avoid storing the entire set of values? Is there some iterable class I can inherit from and override ++ , == , etc. to get the desired effect without storing the std::vector<double> ?

(I'd really like to know how to do this without BOOST, even though it's great. I'm asking this because I'd like to learn how to write (from scratch) something like a BOOST solution. I definitely know that part of software engineering is using the tools created by others, but I really want to learn how those tools are designed and built.)

My iterable NumericRange class (using std::vector<double> internally):

class NumericRange
{
protected:
  double lower, upper, delta;
  std::vector<double> sorted_range;
public:
  typedef std::vector<double>::const_iterator const_iterator;
  NumericRange()
  {
    lower = upper = delta = std::numeric_limits<double>::quiet_NaN();
    // vector is constructed empty
  }
  NumericRange(double lower_param, double upper_param, double delta_param)
  {
    lower = lower_param;

    upper = upper_param;
    delta = delta_param;
    assert(upper_param > lower_param);

    double val;
    // note: can be much faster without push_back
    for (val = lower_param; val < upper_param; val += delta_param)
      {
    sorted_range.push_back(val);
      }
    // ensure the upper_value is contained or surpassed
    sorted_range.push_back(val);
  }
  // to prevent comparison of the entire vector
  bool operator ==(const NumericRange & rhs) const
  {
    return lower == rhs.lower && upper == rhs.upper && delta == rhs.delta;
  }
  // note: this class doesn't really need to store the values in a
  // vector, but it makes the iterator interface much easier.
  const_iterator begin() const
  {
    return sorted_range.begin();
  }
  const_iterator end() const
  {
    return sorted_range.end();
  }
  double get_lower() const
  {
    return lower;
  }
  double get_upper() const
  {
    return upper;
  }
  double get_delta() const
  {
    return delta;
  }
  size_t size() const
  {
    return sorted_range.size();
  }
  void print() const
  {
    std::cout << "[ " << lower << " : " << upper << ": +=" << delta << " ]" << std::endl;
  }
};

Answer 1

Is there some iterable class I can inherit from and override ++ , == , etc. to get the desired effect without storing the std::vector<double> ?

Yes, there is. Its name is std::iterator<std::input_iterator_tag, double> .

Here is a start for you, using int . To save space in my brain, I use the same class to represent both the range and the iterator.

#include <iterator>
#include <iostream>

struct NumericRange : public std::iterator< std::input_iterator_tag, int >
{
  int current, fini, delta;
  typedef NumericRange iterator;
  typedef iterator const_iterator;
  iterator begin() { return *this; }
  iterator end() { return iterator(fini, fini, delta); }
  iterator& operator++() { current += delta; return *this; }
  iterator operator++(int) { iterator result(*this); ++*this; return result; }
  int operator*() const { return current; }
  NumericRange(int start, int fini, int delta) 
    : current(start), fini(fini), delta(delta)
  {
  }
  bool operator==(const iterator& rhs) {
    return rhs.current == current;
  }
  bool operator!=(const iterator& rhs) {
    return !(*this == rhs);
  }
};

void f(int i, int j) {
  std::cout << i << " " << j << "\n";
}

int main () {
  int lower = 4, upper = 14, delta = 5;
  NumericRange nr(lower, upper, delta);
  for (NumericRange::const_iterator iter = nr.begin(); iter != nr.end(); iter++)
  {
      f(*iter, *nr.end());
  }
}