Check in a experimental cython API (#10)

nnvm/Makefile

 export LDFLAGS = -pthread -lm
 export CFLAGS =  -std=c++11 -Wall -O3 -msse2  -Wno-unknown-pragmas -funroll-loops\
-	 -Iinclude -Idmlc-core/include -fPIC
+	 -Iinclude -Idmlc-core/include -I../include -fPIC -L../lib
 
 # specify tensor path
-.PHONY: clean all test lint doc
+.PHONY: clean all test lint doc python
 
 all: lib/libnnvm.so lib/libnnvm.a cli_test
 
@@ -31,6 +31,9 @@ lib/libnnvm.a: $(ALL_DEP)
 cli_test: $(ALL_DEP) build/test_main.o
 	$(CXX) $(CFLAGS)  -o $@ $(filter %.o %.a, $^) $(LDFLAGS)
 
+python:
+	cd python; python setup.py build_ext --inplace
+
 lint:
 	python2 dmlc-core/scripts/lint.py nnvm cpp include src
 

nnvm/include/nnvm/c_api.h

@@ -10,6 +10,8 @@
 
 #ifdef __cplusplus
 #define NNVM_EXTERN_C extern "C"
+#else
+#define NNVM_EXTERN_C
 #endif
 
 /*! \brief NNVM_DLL prefix for windows */
@@ -42,7 +44,7 @@ typedef void *GraphHandle;
  *  this function is threadsafe and can be called by different thread
  *  \return error info
  */
-NNVM_DLL const char *NNGetLastError();
+NNVM_DLL const char *NNGetLastError(void);
 
 /*!
  * \brief list all the available AtomicSymbolEntry

nnvm/python/.gitignore

+*.c
+*.cpp

nnvm/python/nnvm/symbolx.pyd

+ctypedef void* SymbolHandle
+
+
+cdef class Symbol:
+    # handle for symbolic operator.
+    cdef SymbolHandle handle

nnvm/python/nnvm/symbolx.pyx

+import sys
+from libcpp.vector cimport vector
+
+ctypedef void* SymbolHandle
+ctypedef void* AtomicSymbolCreator
+ctypedef unsigned nn_uint
+
+cdef extern from "nnvm/c_api.h":
+    int NNSymbolFree(SymbolHandle symbol)
+    int NNSymbolCreateVariable(const char *name, SymbolHandle *out)
+    const char* NNGetLastError()
+    int NNSymbolPrint(SymbolHandle symbol, const char **out_str)
+    int NNSymbolListAtomicSymbolCreators(nn_uint *out_size,
+                                         AtomicSymbolCreator **out_array);
+    int NNSymbolCreateAtomicSymbol(AtomicSymbolCreator creator,
+                                   nn_uint num_param,
+                                   const char **keys,
+                                   const char **vals,
+                                   SymbolHandle *out);
+    int NNSymbolGetAtomicSymbolInfo(AtomicSymbolCreator creator,
+                                    const char **name,
+                                    const char **description,
+                                    nn_uint *num_doc_args,
+                                    const char ***arg_names,
+                                    const char ***arg_type_infos,
+                                    const char ***arg_descriptions,
+                                    const char **return_type);
+    int NNSymbolCompose(SymbolHandle sym,
+                        const char* name,
+                        nn_uint num_args,
+                        const char** keys,
+                        SymbolHandle* args);
+
+cdef CALL(int ret):
+    if ret != 0:
+        raise RuntimeError(NNGetLastError())
+
+cdef const char** CBeginPtr(vector[const char*]& vec):
+    if (vec.size() != 0):
+        return &vec[0]
+    else:
+        return NULL
+
+cdef ctypes2docstring(nn_uint num_args,
+                      const char** arg_names,
+                      const char** arg_types,
+                      const char** arg_descs,
+                      remove_dup=True):
+    """Convert ctypes returned doc string information into parameters docstring.
+
+    num_args : nn_uint
+        Number of arguments.
+
+    arg_names : ctypes.POINTER(ctypes.c_char_p)
+        Argument names.
+
+    arg_types : ctypes.POINTER(ctypes.c_char_p)
+        Argument type information.
+
+    arg_descs : ctypes.POINTER(ctypes.c_char_p)
+        Argument description information.
+
+    remove_dup : boolean, optional
+        Whether remove duplication or not.
+
+    Returns
+    -------
+    docstr : str
+        Python docstring of parameter sections.
+    """
+    param_keys = set()
+    param_str = []
+    for i in range(num_args):
+        key = arg_names[i]
+        if key in param_keys and remove_dup:
+            continue
+        param_keys.add(key)
+        type_info = arg_types[i]
+        ret = '%s : %s' % (key, type_info)
+        if len(arg_descs[i]) != 0:
+            ret += '\n    ' + arg_descs[i]
+        param_str.append(ret)
+    doc_str = ('Parameters\n' +
+               '----------\n' +
+               '%s\n')
+    doc_str = doc_str % ('\n'.join(param_str))
+    return doc_str
+
+
+cdef class Symbol:
+    # handle for symbolic operator.
+    cdef SymbolHandle handle
+
+    def __dealloc__(self):
+        CALL(NNSymbolFree(self.handle))
+
+    def debug_str(self):
+        cdef const char* out_str
+        CALL(NNSymbolPrint(self.handle, &out_str))
+        return str(out_str)
+
+cdef NewSymbol(SymbolHandle handle):
+    """Create a new symbol given handle"""
+    sym = Symbol()
+    sym.handle = handle
+    return sym
+
+
+def Variable(const char* name, **kwargs):
+    """Create a symbolic variable with specified name.
+
+    Parameters
+    ----------
+    name : str
+        Name of the variable.
+    kwargs : dict of string -> string
+        Additional attributes to set on the variable.
+
+    Returns
+    -------
+    variable : Symbol
+        The created variable symbol.
+    """
+    cdef SymbolHandle handle
+    CALL(NNSymbolCreateVariable(name, &handle))
+    return NewSymbol(handle)
+
+
+cdef _make_atomic_symbol_function(AtomicSymbolCreator handle):
+    """Create an atomic symbol function by handle and funciton name."""
+    cdef const char *name
+    cdef const char *desc
+    cdef nn_uint num_args
+    cdef const char** arg_names
+    cdef const char** arg_types
+    cdef const char** arg_descs
+    cdef const char* return_type
+
+    CALL(NNSymbolGetAtomicSymbolInfo(
+        handle, &name, &desc,
+        &num_args, &arg_names,
+        &arg_types, &arg_descs,
+        &return_type))
+
+    param_str = ctypes2docstring(num_args, arg_names, arg_types, arg_descs)
+    func_name = name
+    doc_str = ('%s\n\n' +
+               '%s\n' +
+               'name : string, optional.\n' +
+               '    Name of the resulting symbol.\n\n' +
+               'Returns\n' +
+               '-------\n' +
+               'symbol: Symbol\n' +
+               '    The result symbol.')
+    doc_str = doc_str % (desc, param_str)
+
+    def creator(*args, **kwargs):
+        cdef vector[const char*] param_keys
+        cdef vector[const char*] param_vals
+        cdef vector[SymbolHandle] symbol_args
+        cdef vector[const char*] symbol_keys
+        cdef SymbolHandle ret_handle
+        cdef const char* c_name = NULL
+
+        name = kwargs.pop('name', None)
+        attr = kwargs.pop('attr', None)
+        if name:
+            c_name = name
+
+        if len(kwargs) != 0:
+            for k, v in kwargs.items():
+                if isinstance(v, Symbol):
+                    symbol_keys.push_back(k)
+                    symbol_args.push_back((<Symbol>v).handle)
+                else:
+                    param_keys.push_back(k)
+                    param_vals.push_back(str(v))
+
+        if len(args) != 0:
+            if symbol_args.size() != 0:
+                raise TypeError("compose only accept input Symbols\
+                    either as positional or keyword arguments, not both")
+            for v in args:
+                if not isinstance(v, Symbol):
+                    raise TypeError('Compose expect `Symbol` as arguments')
+                symbol_args.push_back((<Symbol>v).handle)
+
+        CALL(NNSymbolCreateAtomicSymbol(
+            handle,
+            <nn_uint>param_keys.size(),
+            CBeginPtr(param_keys),
+            CBeginPtr(param_vals),
+            &ret_handle))
+        num_args = <nn_uint>(symbol_args.size())
+        CALL(NNSymbolCompose(
+            ret_handle, c_name, num_args,
+            &symbol_keys[0] if symbol_keys.size() != 0 else NULL,
+            &symbol_args[0] if symbol_args.size() != 0 else NULL))
+        return NewSymbol(ret_handle)
+
+    creator.__name__ = func_name
+    creator.__doc__ = doc_str
+    return creator
+
+
+def _init_symbol_module():
+    """List and add all the atomic symbol functions to current module."""
+    cdef AtomicSymbolCreator* plist
+    cdef nn_uint size
+    CALL(NNSymbolListAtomicSymbolCreators(&size, &plist))
+    module_obj = sys.modules[__name__]
+    for i in range(size):
+        function = _make_atomic_symbol_function(plist[i])
+        if function.__name__.startswith('_'):
+            setattr(Symbol, function.__name__, staticmethod(function))
+        else:
+            setattr(module_obj, function.__name__, function)
+
+# Initialize the atomic symbol in startups
+_init_symbol_module()

nnvm/python/setup.py

+from distutils.core import setup
+from Cython.Build import cythonize
+from distutils.extension import Extension
+
+setup(
+    name='nnvm',
+    ext_modules = cythonize([
+        Extension("nnvm/symbolx",
+                  ["nnvm/symbolx.pyx"],
+                  libraries=["nnvm"],
+                  language="c++")
+    ])
+)

nnvm/src/core/symbolic.cc

@@ -123,7 +123,11 @@ Symbol Symbol::Copy() const {
 
 void Symbol::Print(std::ostream &os) const {
   if (outputs.size() == 1 && outputs[0].node->inputs.size() == 0) {
+    if (outputs[0].node->is_variable()) {
+      os << "Variable:" << outputs[0].node->attrs.name << '\n';
+    } else {
       os << "AtomicFunctor "<< " Op:" << outputs[0].node->op->name << '\n';
+    }
   } else {
     // use DFSVisit to copy all the nodes
     os << "Symbol Outputs:\n";