Contents
Extending/Embedding FAQ Can I create my own functions in C?Can I create my own functions in C++?Writing C is hard; are there any alternatives?How can I execute arbitrary Python statements from C?How can I evaluate an arbitrary Python expression from C?How do I extract C values from a Python object?How do I use Py_BuildValue() to create a tuple of arbitrary length?How do I call an object’s method from C?How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?How do I access a module written in Python from C?How do I interface to C++ objects from Python?I added a module using the Setup file and the make fails; why?How do I debug an extension?I want to compile a Python module on my Linux system, but some files are missing. Why?What does “SystemError: _PyImport_FixupExtension: module yourmodule not loaded” mean?How do I tell “incomplete input” from “invalid input”?How do I find undefined g++ symbols __builtin_new or __pure_virtual?Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?When importing module X, why do I get “undefined symbol: PyUnicodeUCS2*”?
Can I create my own functions in C?
Yes, you can create built-in modules containing functions, variables, exceptions and even new types in C. This is explained in the documentExtending and Embedding the Python Interpreter.
Most intermediate or advanced Python books will also cover this topic.
Can I create my own functions in C++?
Yes, using the C compatibility features found in C++. Placeextern"C"{...}around the Python include files and putextern"C"before each function that is going to be called by the Python interpreter. Global or static C++ objects with constructors are probably not a good idea.
Writing C is hard; are there any alternatives?
There are a number of alternatives to writing your own C extensions, depending on what you’re trying to do.
If you need more speed,Psycogenerates x86 assembly code from Python bytecode. You can use Psyco to compile the most time-critical functions in your code, and gain a significant improvement with very little effort, as long as you’re running on a machine with an x86-compatible processor.
Cythonand its relativePyrexare compilers that accept a slightly modified form of Python and generate the corresponding C code. Pyrex makes it possible to write an extension without having to learn Python’s C API.
If you need to interface to some C or C++ library for which no Python extension currently exists, you can try wrapping the library’s data types and functions with a tool such asSWIG.SIP,CXXBoost, orWeaveare also alternatives for wrapping C++ libraries.
How can I execute arbitrary Python statements from C?
The highest-level function to do this isPyRun_SimpleString()which takes a single string argument to be executed in the context of the module__main__and returns 0 for success and -1 when an exception occurred (includingSyntaxError). If you want more control, usePyRun_String(); see the source forPyRun_SimpleString()inPython/pythonrun.c.
How can I evaluate an arbitrary Python expression from C?
Call the functionPyRun_String()from the previous question with the start symbolPy_eval_input; it parses an expression, evaluates it and returns its value.
How do I extract C values from a Python object?
That depends on the object’s type. If it’s a tuple,PyTuple_Size()returns its length andPyTuple_GetItem()returns the item at a specified index. Lists have similar functions,PyListSize()andPyList_GetItem().
For strings,PyString_Size()returns its length andPyString_AsString()a pointer to its value. Note that Python strings may contain null bytes so C’sstrlen()should not be used.
To test the type of an object, first make sure it isn’tNULL, and then usePyString_Check(),PyTuple_Check(),PyList_Check(), etc.
There is also a high-level API to Python objects which is provided by the so-called ‘abstract’ interface – readInclude/abstract.hfor further details. It allows interfacing with any kind of Python sequence using calls likePySequence_Length(),PySequence_GetItem(), etc.) as well as many other useful protocols.
How do I use Py_BuildValue() to create a tuple of arbitrary length?
You can’t. Uset=PyTuple_New(n)instead, and fill it with objects usingPyTuple_SetItem(t,i,o)– note that this “eats” a reference count ofo, so you have toPy_INCREF()it. Lists have similar functionsPyList_New(n)andPyList_SetItem(l,i,o). Note that youmustset all the tuple items to some value before you pass the tuple to Python code –PyTuple_New(n)initializes them to NULL, which isn’t a valid Python value.
How do I call an object’s method from C?
ThePyObject_CallMethod()function can be used to call an arbitrary method of an object. The parameters are the object, the name of the method to call, a format string like that used withPy_BuildValue(), and the argument values:
PyObject *PyObject_CallMethod(PyObject *object, char *method_name,char *arg_format, ...);
This works for any object that has methods – whether built-in or user-defined. You are responsible for eventuallyPy_DECREF()‘ing the return value.
To call, e.g., a file object’s “seek” method with arguments 10, 0 (assuming the file object pointer is “f”):
res = PyObject_CallMethod(f, "seek", "(ii)", 10, 0);if (res == NULL) {... an exception occurred ...}else {Py_DECREF(res);}
Note that sincePyObject_CallObject()alwayswants a tuple for the argument list, to call a function without arguments, pass “()” for the format, and to call a function with one argument, surround the argument in parentheses, e.g. “(i)”.
How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?
In Python code, define an object that supports thewrite()method. Assign this object tosys.stdoutandsys.stderr. Call print_error, or just allow the standard traceback mechanism to work. Then, the output will go wherever yourwrite()method sends it.
The easiest way to do this is to use the StringIO class in the standard library.
Sample code and use for catching stdout:
>>> class StdoutCatcher:...def __init__(self):... self.data = ''...def write(self, stuff):... self.data = self.data + stuff...>>> import sys>>> sys.stdout = StdoutCatcher()>>> print 'foo'>>> print 'hello world!'>>> sys.stderr.write(sys.stdout.data)foohello world!
How do I access a module written in Python from C?
You can get a pointer to the module object as follows:
module = PyImport_ImportModule("<modulename>");
If the module hasn’t been imported yet (i.e. it is not yet present insys.modules), this initializes the module; otherwise it simply returns the value ofsys.modules["<modulename>"]. Note that it doesn’t enter the module into any namespace – it only ensures it has been initialized and is stored insys.modules.
You can then access the module’s attributes (i.e. any name defined in the module) as follows:
attr = PyObject_GetAttrString(module, "<attrname>");
CallingPyObject_SetAttrString()to assign to variables in the module also works.
How do I interface to C++ objects from Python?
Depending on your requirements, there are many approaches. To do this manually, begin by readingthe “Extending and Embedding” document. Realize that for the Python run-time system, there isn’t a whole lot of difference between C and C++ – so the strategy of building a new Python type around a C structure (pointer) type will also work for C++ objects.
For C++ libraries, seeWriting C is hard; are there any alternatives?.
I added a module using the Setup file and the make fails; why?
Setup must end in a newline, if there is no newline there, the build process fails. (Fixing this requires some ugly shell script hackery, and this bug is so minor that it doesn’t seem worth the effort.)
How do I debug an extension?
When using GDB with dynamically loaded extensions, you can’t set a breakpoint in your extension until your extension is loaded.
In your.gdbinitfile (or interactively), add the command:
br _PyImport_LoadDynamicModule
Then, when you run GDB:
$ gdb /local/bin/pythongdb) run myscript.pygdb) continue # repeat until your extension is loadedgdb) finish # so that your extension is loadedgdb) br myfunction.c:50gdb) continue
I want to compile a Python module on my Linux system, but some files are missing. Why?
Most packaged versions of Python don’t include the/usr/lib/python2.x/config/directory, which contains various files required for compiling Python extensions.
For Red Hat, install the python-devel RPM to get the necessary files.
For Debian, runapt-getinstallpython-dev.
What does “SystemError: _PyImport_FixupExtension: module yourmodule not loaded” mean?
This means that you have created an extension module named “yourmodule”, but your module init function does not initialize with that name.
Every module init function will have a line similar to:
module = Py_InitModule("yourmodule", yourmodule_functions);
If the string passed to this function is not the same name as your extension module, theSystemErrorexception will be raised.
How do I tell “incomplete input” from “invalid input”?
Sometimes you want to emulate the Python interactive interpreter’s behavior, where it gives you a continuation prompt when the input is incomplete (e.g. you typed the start of an “if” statement or you didn’t close your parentheses or triple string quotes), but it gives you a syntax error message immediately when the input is invalid.
In Python you can use thecodeopmodule, which approximates the parser’s behavior sufficiently. IDLE uses this, for example.
The easiest way to do it in C is to callPyRun_InteractiveLoop()(perhaps in a separate thread) and let the Python interpreter handle the input for you. You can also set thePyOS_ReadlineFunctionPointer()to point at your custom input function. SeeModules/readline.candParser/myreadline.cfor more hints.
However sometimes you have to run the embedded Python interpreter in the same thread as your rest application and you can’t allow thePyRun_InteractiveLoop()to stop while waiting for user input. The one solution then is to callPyParser_ParseString()and test fore.errorequal toE_EOF, which means the input is incomplete). Here’s a sample code fragment, untested, inspired by code from Alex Farber:
#include <Python.h>#include <node.h>#include <errcode.h>#include <grammar.h>#include <parsetok.h>#include <compile.h>int testcomplete(char *code)/* code should end in \n *//* return -1 for error, 0 for incomplete, 1 for complete */{node *n;perrdetail e;n = PyParser_ParseString(code, &_PyParser_Grammar,Py_file_input, &e);if (n == NULL) {if (e.error == E_EOF)return 0;return -1;}PyNode_Free(n);return 1;}
Another solution is trying to compile the received string withPy_CompileString(). If it compiles without errors, try to execute the returned code object by callingPyEval_EvalCode(). Otherwise save the input for later. If the compilation fails, find out if it’s an error or just more input is required - by extracting the message string from the exception tuple and comparing it to the string “unexpected EOF while parsing”. Here is a complete example using the GNU readline library (you may want to ignoreSIGINTwhile calling readline()):
#include <stdio.h>#include <readline.h>#include <Python.h>#include <object.h>#include <compile.h>#include <eval.h>int main (int argc, char* argv[]){int i, j, done = 0;/* lengths of line, code */char ps1[] = ">>> ";char ps2[] = "... ";char *prompt = ps1;char *msg, *line, *code = NULL;PyObject *src, *glb, *loc;PyObject *exc, *val, *trb, *obj, *dum;Py_Initialize ();loc = PyDict_New ();glb = PyDict_New ();PyDict_SetItemString (glb, "__builtins__", PyEval_GetBuiltins ());while (!done){line = readline (prompt);if (NULL == line)/* Ctrl-D pressed */{done = 1;}else{i = strlen (line);if (i > 0)add_history (line);/* save non-empty lines */if (NULL == code) /* nothing in code yet */j = 0;elsej = strlen (code);code = realloc (code, i + j + 2);if (NULL == code) /* out of memory */exit (1);if (0 == j)/* code was empty, so */code[0] = '\0'; /* keep strncat happy */strncat (code, line, i); /* append line to code */code[i + j] = '\n'; /* append '\n' to code */code[i + j + 1] = '\0';src = Py_CompileString (code, "<stdin>", Py_single_input);if (NULL != src)/* compiled just fine - */{if (ps1 == prompt || /* ">>> " or */'\n' == code[i + j - 1]) /* "... " and double '\n' */{/* so execute it */dum = PyEval_EvalCode ((PyCodeObject *)src, glb, loc);Py_XDECREF (dum);Py_XDECREF (src);free (code);code = NULL;if (PyErr_Occurred ())PyErr_Print ();prompt = ps1;}}/* syntax error or E_EOF? */else if (PyErr_ExceptionMatches (PyExc_SyntaxError)){PyErr_Fetch (&exc, &val, &trb); /* clears exception! */if (PyArg_ParseTuple (val, "sO", &msg, &obj) &&!strcmp (msg, "unexpected EOF while parsing")) /* E_EOF */{Py_XDECREF (exc);Py_XDECREF (val);Py_XDECREF (trb);prompt = ps2;}else/* some other syntax error */{PyErr_Restore (exc, val, trb);PyErr_Print ();free (code);code = NULL;prompt = ps1;}}else /* some non-syntax error */{PyErr_Print ();free (code);code = NULL;prompt = ps1;}free (line);}}Py_XDECREF(glb);Py_XDECREF(loc);Py_Finalize();exit(0);}
How do I find undefined g++ symbols __builtin_new or __pure_virtual?
To dynamically load g++ extension modules, you must recompile Python, relink it using g++ (change LINKCC in the Python Modules Makefile), and link your extension module using g++ (e.g.,g++-shared-omymodule.somymodule.o).
Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?
Yes, you can inherit from built-in classes such asint,list,dict, etc.
The Boost Python Library (BPL,/libs/python/doc/index.html) provides a way of doing this from C++ (i.e. you can inherit from an extension class written in C++ using the BPL).
When importing module X, why do I get “undefined symbol: PyUnicodeUCS2*”?
You are using a version of Python that uses a 4-byte representation for Unicode characters, but some C extension module you are importing was compiled using a Python that uses a 2-byte representation for Unicode characters (the default).
If instead the name of the undefined symbol starts withPyUnicodeUCS4, the problem is the reverse: Python was built using 2-byte Unicode characters, and the extension module was compiled using a Python with 4-byte Unicode characters.
This can easily occur when using pre-built extension packages. RedHat Linux 7.x, in particular, provided a “python2” binary that is compiled with 4-byte Unicode. This only causes the link failure if the extension uses any of thePyUnicode_*()functions. It is also a problem if an extension uses any of the Unicode-related format specifiers forPy_BuildValue()(or similar) or parameter specifications forPyArg_ParseTuple().
You can check the size of the Unicode character a Python interpreter is using by checking the value of sys.maxunicode:
>>> import sys>>> if sys.maxunicode > 65535:...print 'UCS4 build'... else:...print 'UCS2 build'
The only way to solve this problem is to use extension modules compiled with a Python binary built using the same size for Unicode characters.
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