aboutsummaryrefslogtreecommitdiffhomepage
path: root/tensorflow/python/pywrap_tfe.i
blob: cbacf458a0316edd6beee1236a893027d79f202d (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
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
177
178
179
180
181
182
183
184
185
186
187
188
/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

%ignore "";

%rename("%s") TFE_NewContext;
%rename("%s") TFE_DeleteContext;
%rename("%s") TFE_ContextListDevices;
%rename("%s") TFE_ContextAddFunctionDef;
%rename("%s") TFE_OpNameGetAttrType;
%rename("%s") TFE_Py_InitEagerTensor;
%rename("%s") TFE_Py_RegisterExceptionClass;
%rename("%s") TFE_Py_Execute;
%rename("%s") TFE_Py_UID;
%rename("%s") TFE_Py_NewTape;
%rename("%s") TFE_Py_TapeShouldRecord;
%rename("%s") TFE_Py_TapeWatch;
%rename("%s") TFE_Py_TapeDeleteTrace;
%rename("%s") TFE_Py_TapeRecordOperation;
%rename("%s") TFE_Py_TapeGradient;
%rename("%s") TFE_NewContextOptions;
%rename("%s") TFE_ContextOptionsSetConfig;
%rename("%s") TFE_ContextOptionsSetDevicePlacementPolicy;
%rename("%s") TFE_DeleteContextOptions;
%rename("%s") TFE_Py_TensorShapeSlice;

%{
#include "tensorflow/python/eager/pywrap_tfe.h"
%}

%typemap(in) (const void* proto) {
  char* c_string;
  Py_ssize_t py_size;
  // PyBytes_AsStringAndSize() does not copy but simply interprets the input
  if (PyBytes_AsStringAndSize($input, &c_string, &py_size) == -1) {
    // Python has raised an error (likely TypeError or UnicodeEncodeError).
    SWIG_fail;
  }
  $1 = static_cast<void*>(c_string);
}

%typemap(out) TF_DataType {
  $result = PyInt_FromLong($1);
}

%typemap(out) int64_t {
  $result = PyInt_FromLong($1);
}

%typemap(out) TF_AttrType {
  $result = PyInt_FromLong($1);
}

%typemap(in, numinputs=0) unsigned char* is_list (unsigned char tmp) {
  $1 = &tmp;
}

%typemap(argout) unsigned char* is_list {
  if (*$1 == 1) {
    PyObject* list = PyList_New(1);
    PyList_SetItem(list, 0, $result);
    $result = list;
  }
}

%typemap(in) const char* serialized_function_def {
  $1 = TFE_GetPythonString($input);
}

%typemap(in) const char* device_name {
  if ($input == Py_None) {
    $1 = nullptr;
  } else {
    $1 = TFE_GetPythonString($input);
  }
}

%typemap(in) const char* op_name {
  $1 = TFE_GetPythonString($input);
}

%typemap(in) (TFE_Context*) {
  $1 = (TFE_Context*)PyCapsule_GetPointer($input, nullptr);

}
%typemap(out) (TFE_Context*) {
  if ($1 == nullptr) {
    SWIG_fail;
  } else {
    $result = PyCapsule_New($1, nullptr, TFE_DeleteContextCapsule);
  }
}

%rename("%s") TFE_ContextDevicePlacementPolicy;
%rename("%s") TFE_DEVICE_PLACEMENT_EXPLICIT;
%rename("%s") TFE_DEVICE_PLACEMENT_WARN;
%rename("%s") TFE_DEVICE_PLACEMENT_SILENT;

%include "tensorflow/c/eager/c_api.h"

%typemap(in) TFE_InputTensorHandles* inputs (TFE_InputTensorHandles temp) {
  $1 = &temp;
  if ($input != Py_None) {
    if (!PyList_Check($input)) {
      SWIG_exception_fail(SWIG_TypeError,
                          "must provide a list of Tensors as inputs");
    }
    Py_ssize_t len = PyList_Size($input);
    $1->resize(len);
    for (Py_ssize_t i = 0; i < len; ++i) {
      PyObject* elem = PyList_GetItem($input, i);
      if (!elem) {
        SWIG_fail;
      }
      if (EagerTensor_CheckExact(elem)) {
        (*$1)[i] = EagerTensor_Handle(elem);
      } else {
        SWIG_exception_fail(SWIG_TypeError,
                            "provided list of inputs contains objects other "
                            "than 'EagerTensor'");
      }
    }
  }
}

// Temporary for the argout
%typemap(in) TFE_OutputTensorHandles* outputs (TFE_OutputTensorHandles temp) {
  if (!PyInt_Check($input)) {
    SWIG_exception_fail(SWIG_TypeError,
                        "expected an integer value (size of the number of "
                        "outputs of the operation)");
  }
  $1 = &temp;
  $1->resize(PyInt_AsLong($input), nullptr);
}

// Create new Status object.
%typemap(in, numinputs=0) TF_Status *out_status {
  $1 = TF_NewStatus();
}

%typemap(freearg) (TF_Status* out_status) {
 TF_DeleteStatus($1);
}

%typemap(argout) (TFE_OutputTensorHandles* outputs, TF_Status* out_status) {
  if (MaybeRaiseExceptionFromTFStatus($2, nullptr)) {
    SWIG_fail;
  } else {
    int num_outputs = $1->size();
    $result = PyList_New(num_outputs);
    for (int i = 0; i < num_outputs; ++i) {
      PyObject *output;
      output = EagerTensorFromHandle($1->at(i));
      PyList_SetItem($result, i, output);
    }
  }
}


%include "tensorflow/python/eager/pywrap_tfe.h"


// Clear all typemaps.
%typemap(out) TF_DataType;
%typemap(out) int64_t;
%typemap(out) TF_AttrType;
%typemap(in, numinputs=0) TF_Status *out_status;
%typemap(argout) unsigned char* is_list;
%typemap(in) (TFE_Context*);
%typemap(out) (TFE_Context*);
%typemap(in) TFE_OutputTensorHandles* outputs (TFE_OutputTensorHandles temp);
%typemap(in, numinputs=0) TF_Status *out_status;
%typemap(freearg) (TF_Status* out_status);
%typemap(argout) (TFE_OutputTensorHandles* outputs, TF_Status* out_status);
%typemap(in) (const void* proto);