Error during build: 'onnx' does not name a type

[Kurayuri]

I try to follow the instructions to build Marabou. After excuting:

cmake --build ./

, it shows as following.

I have tried in different envs, but all failed in the same way. Env 1: Ubuntu 22.04 cmake 3.22.1 Env 2: Ubuntu 22.04 in conda cmake 3.22.1 Env 3: Ubuntu 20.04 in docker cmake 3.16.3

The log file during cmake ../. cmake.log The log file during cmake --build ./. cmake_build.log

Please ask if you need any more information. Thanks a lot!

[  2%] Building CXX object CMakeFiles/MarabouHelper.dir/src/engine/DnCMarabou.cpp.o
In file included from /root/Marabou/src/engine/DnCMarabou.cpp:24:
/root/Marabou/src/input_parsers/OnnxParser.h:48:5: error: 'onnx' does not name a type
   48 |     onnx::GraphProto _network;
      |     ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:80:32: error: 'onnx' has not been declared
   80 |     void makeMarabouEquations( onnx::NodeProto &node, bool makeEquations );
      |                                ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:81:34: error: 'onnx' has not been declared
   81 |     Set<String> getInputsToNode( onnx::NodeProto &node );
      |                                  ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:82:10: error: 'onnx' was not declared in this scope
   82 |     List<onnx::NodeProto> getNodesWithOutput( String &nodeName );
      |          ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:82:25: error: template argument 1 is invalid
   82 |     List<onnx::NodeProto> getNodesWithOutput( String &nodeName );
      |                         ^
/root/Marabou/src/input_parsers/OnnxParser.h:88:45: error: 'onnx' does not name a type
   88 |     void insertConstant( String name, const onnx::TensorProto &tensor, TensorShape shape );
      |                                             ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:88:63: error: expected unqualified-id before '&' token
   88 |     void insertConstant( String name, const onnx::TensorProto &tensor, TensorShape shape );
      |                                                               ^
/root/Marabou/src/input_parsers/OnnxParser.h:88:62: error: expected ')' before '&' token
   88 |     void insertConstant( String name, const onnx::TensorProto &tensor, TensorShape shape );
      |                        ~                                     ^~
      |                                                              )
/root/Marabou/src/input_parsers/OnnxParser.h:88:63: error: expected ';' at end of member declaration
   88 |     void insertConstant( String name, const onnx::TensorProto &tensor, TensorShape shape );
      |                                                               ^
      |                                                                ;
/root/Marabou/src/input_parsers/OnnxParser.h:88:64: error: 'tensor' does not name a type
   88 |     void insertConstant( String name, const onnx::TensorProto &tensor, TensorShape shape );
      |                                                                ^~~~~~
/root/Marabou/src/input_parsers/OnnxParser.h:90:20: error: 'onnx' has not been declared
   90 |     void constant( onnx::NodeProto &node );
      |                    ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:91:20: error: 'onnx' has not been declared
   91 |     void identity( onnx::NodeProto &node );
      |                    ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:92:19: error: 'onnx' has not been declared
   92 |     void dropout( onnx::NodeProto &node );
      |                   ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:93:16: error: 'onnx' has not been declared
   93 |     void cast( onnx::NodeProto &node );
      |                ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:94:19: error: 'onnx' has not been declared
   94 |     void reshape( onnx::NodeProto &node );
      |                   ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:95:19: error: 'onnx' has not been declared
   95 |     void squeeze( onnx::NodeProto &node );
      |                   ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:96:21: error: 'onnx' has not been declared
   96 |     void unsqueeze( onnx::NodeProto &node );
      |                     ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:97:19: error: 'onnx' has not been declared
   97 |     void flatten( onnx::NodeProto &node );
      |                   ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:98:21: error: 'onnx' has not been declared
   98 |     void transpose( onnx::NodeProto &node );
      |                     ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:99:30: error: 'onnx' has not been declared
   99 |     void batchNormEquations( onnx::NodeProto &node, bool makeEquations );
      |                              ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:100:28: error: 'onnx' has not been declared
  100 |     void maxPoolEquations( onnx::NodeProto &node, bool makeEquations );
      |                            ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:101:25: error: 'onnx' has not been declared
  101 |     void convEquations( onnx::NodeProto &node, bool makeEquations );
      |                         ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:102:25: error: 'onnx' has not been declared
  102 |     void gemmEquations( onnx::NodeProto &node, bool makeEquations );
      |                         ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:103:32: error: 'onnx' has not been declared
  103 |     void scaleAndAddEquations( onnx::NodeProto &node,
      |                                ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:107:27: error: 'onnx' has not been declared
  107 |     void matMulEquations( onnx::NodeProto &node, bool makeEquations );
      |                           ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:108:25: error: 'onnx' has not been declared
  108 |     void reluEquations( onnx::NodeProto &node, bool makeEquations );
      |                         ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:109:30: error: 'onnx' has not been declared
  109 |     void leakyReluEquations( onnx::NodeProto &node, bool makeEquations );
      |                              ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:110:28: error: 'onnx' has not been declared
  110 |     void sigmoidEquations( onnx::NodeProto &node, bool makeEquations );
      |                            ^~~~
/root/Marabou/src/input_parsers/OnnxParser.h:111:25: error: 'onnx' has not been declared
  111 |     void tanhEquations( onnx::NodeProto &node, bool makeEquations );
      |                         ^~~~
make[2]: *** [CMakeFiles/MarabouHelper.dir/build.make:427: CMakeFiles/MarabouHelper.dir/src/engine/DnCMarabou.cpp.o] Error 1
make[1]: *** [CMakeFiles/Makefile2:931: CMakeFiles/MarabouHelper.dir/all] Error 2
make: *** [Makefile:95: all] Error 2

[Kurayuri]

I have identified the cause of the issue. I apologize for any inconvenience caused. The problem actually occurred when executing cmake ... The tools/download_onnx.sh script called by CMakeLists.txt includes the command: wget -q https://raw.githubusercontent.com/onnx/onnx/v$version/onnx/onnx.proto3 -O onnx.proto3

However, due to my network, the file tools/onnx-1.15.0/onnx.proto3 downloaded by wget was empty. This led to an incorrect execution of the command: ../$protobufdir/installed/bin/protoc --cpp_out=. onnx.proto3

, resulting in the warning message: [libprotobuf WARNING google/protobuf/compiler/parser.cc:649] No syntax specified for the proto file: onnx.proto3. Please use 'syntax = "proto2";' or 'syntax = "proto3";' to specify a syntax version. (Defaulted to proto2 syntax.) and incorrect generation of files tools/onnx-1.15.0/onnx.proto3.pb.h and tools/onnx-1.15.0/onnx.proto3.pb.cc
(since these two files were not empty, I did not notice the issue earlier).

I would like to request adding exception handling to script tools/download_onnx.sh to handle cases, like wget failing to download, in order to prevent the same issue from occurring again.

[wu-haoze]

Hi @Kurayuri , good to know the issue is resolved. And that's a good point. Perhaps we can add a check to see if wget's download is successful.