"example/example-numpy-vectorize.ref" did not exist on "b47a9de03542df3743f252b935c52e0d8582a77c"
example6.cpp 5.76 KB
Newer Older
Wenzel Jakob's avatar
Wenzel Jakob committed
1
/*
2
3
    example/example6.cpp -- supporting Pythons' sequence protocol, iterators,
    etc.
Wenzel Jakob's avatar
Wenzel Jakob committed
4
5
6
7
8
9
10
11

    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>

    All rights reserved. Use of this source code is governed by a
    BSD-style license that can be found in the LICENSE file.
*/

#include "example.h"
12
13
#include <pybind11/operators.h>
#include <pybind11/stl.h>
Wenzel Jakob's avatar
Wenzel Jakob committed
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176

class Sequence {
public:
    Sequence(size_t size) : m_size(size) {
        std::cout << "Value constructor: Creating a sequence with " << m_size << " entries" << std::endl;
        m_data = new float[size];
        memset(m_data, 0, sizeof(float) * size);
    }

    Sequence(const std::vector<float> &value) : m_size(value.size()) {
        std::cout << "Value constructor: Creating a sequence with " << m_size << " entries" << std::endl;
        m_data = new float[m_size];
        memcpy(m_data, &value[0], sizeof(float) * m_size);
    }

    Sequence(const Sequence &s) : m_size(s.m_size) {
        std::cout << "Copy constructor: Creating a sequence with " << m_size << " entries" << std::endl;
        m_data = new float[m_size];
        memcpy(m_data, s.m_data, sizeof(float)*m_size);
    }

    Sequence(Sequence &&s) : m_size(s.m_size), m_data(s.m_data) {
        std::cout << "Move constructor: Creating a sequence with " << m_size << " entries" << std::endl;
        s.m_size = 0;
        s.m_data = nullptr;
    }

    ~Sequence() {
        std::cout << "Freeing a sequence with " << m_size << " entries" << std::endl;
        delete[] m_data;
    }

    Sequence &operator=(const Sequence &s) {
        std::cout << "Assignment operator: Creating a sequence with " << s.m_size << " entries" << std::endl;
        delete[] m_data;
        m_size = s.m_size;
        m_data = new float[m_size];
        memcpy(m_data, s.m_data, sizeof(float)*m_size);
        return *this;
    }

    Sequence &operator=(Sequence &&s) {
        std::cout << "Move assignment operator: Creating a sequence with " << s.m_size << " entries" << std::endl;
        if (&s != this) {
            delete[] m_data;
            m_size = s.m_size;
            m_data = s.m_data;
            s.m_size = 0;
            s.m_data = nullptr;
        }
        return *this;
    }

    bool operator==(const Sequence &s) const {
        if (m_size != s.size())
            return false;
        for (size_t i=0; i<m_size; ++i)
            if (m_data[i] != s[i])
                return false;
        return true;
    }

    bool operator!=(const Sequence &s) const {
        return !operator==(s);
    }

    float operator[](size_t index) const {
        return m_data[index];
    }

    float &operator[](size_t index) {
        return m_data[index];
    }

    bool contains(float v) const {
        for (size_t i=0; i<m_size; ++i)
            if (v == m_data[i])
                return true;
        return false;
    }

    Sequence reversed() const {
        Sequence result(m_size);
        for (size_t i=0; i<m_size; ++i)
            result[m_size-i-1] = m_data[i];
        return result;
    }

    size_t size() const { return m_size; }

private:
    size_t m_size;
    float *m_data;
};

namespace {
    // Special iterator data structure for python
    struct PySequenceIterator {
        PySequenceIterator(const Sequence &seq, py::object ref) : seq(seq), ref(ref) { }

        float next() {
            if (index == seq.size())
                throw py::stop_iteration();
            return seq[index++];
        }

        const Sequence &seq;
        py::object ref; // keep a reference
        size_t index = 0;
    };
};

void init_ex6(py::module &m) {
    py::class_<Sequence> seq(m, "Sequence");

    seq.def(py::init<size_t>())
       .def(py::init<const std::vector<float>&>())
       /// Bare bones interface
       .def("__getitem__", [](const Sequence &s, size_t i) {
            if (i >= s.size())
                throw py::index_error();
            return s[i];
        })
       .def("__setitem__", [](Sequence &s, size_t i, float v) {
            if (i >= s.size())
                throw py::index_error();
            s[i] = v;
        })
       .def("__len__", &Sequence::size)
       /// Optional sequence protocol operations
       .def("__iter__", [](py::object s) { return PySequenceIterator(s.cast<const Sequence &>(), s); })
       .def("__contains__", [](const Sequence &s, float v) { return s.contains(v); })
       .def("__reversed__", [](const Sequence &s) -> Sequence { return s.reversed(); })
       /// Slicing protocol (optional)
       .def("__getitem__", [](const Sequence &s, py::slice slice) -> Sequence* {
            py::ssize_t start, stop, step, slicelength;
            if (!slice.compute(s.size(), &start, &stop, &step, &slicelength))
                throw py::error_already_set();
            Sequence *seq = new Sequence(slicelength);
            for (int i=0; i<slicelength; ++i) {
                (*seq)[i] = s[start]; start += step;
            }
            return seq;
        })
       .def("__setitem__", [](Sequence &s, py::slice slice, const Sequence &value) {
            py::ssize_t start, stop, step, slicelength;
            if (!slice.compute(s.size(), &start, &stop, &step, &slicelength))
                throw py::error_already_set();
            if ((size_t) slicelength != value.size())
                throw std::runtime_error("Left and right hand size of slice assignment have different sizes!");
            for (int i=0; i<slicelength; ++i) {
                s[start] = value[i]; start += step;
            }
        })
       /// Comparisons
       .def(py::self == py::self)
       .def(py::self != py::self);
       // Could also define py::self + py::self for concatenation, etc.

    py::class_<PySequenceIterator>(seq, "Iterator")
        .def("__iter__", [](PySequenceIterator &it) -> PySequenceIterator& { return it; })
        .def("__next__", &PySequenceIterator::next);
}