Using F2PY

F2PY can be used either as a command line tool f2py or as a Python module numpy.f2py. While we try to install the command line tool as part of the numpy setup, some platforms like Windows make it difficult to reliably put the executable on the PATH. We will refer to f2py in this document but you may have to run it as a module:

python -m numpy.f2py

If you run f2py with no arguments, and the line numpy Version at the end matches the NumPy version printed from python -m numpy.f2py, then you can use the shorter version. If not, or if you cannot run f2py, you should replace all calls to f2py here with the longer version.

Command f2py

When used as a command line tool, f2py has three major modes, distinguished by the usage of -c and -h switches:

  1. To scan Fortran sources and generate a signature file, use

    f2py -h <filename.pyf> <options> <fortran files>   \
      [[ only: <fortran functions>  : ]                \
       [ skip: <fortran functions>  : ]]...            \
      [<fortran files> ...]

    Note that a Fortran source file can contain many routines, and not necessarily all routines are needed to be used from Python. So, you can either specify which routines should be wrapped (in only: .. : part) or which routines F2PY should ignored (in skip: .. : part).

    If <filename.pyf> is specified as stdout then signatures are send to standard output instead of a file.

    Among other options (see below), the following options can be used in this mode:


    Overwrite existing signature file.

  2. To construct an extension module, use

    f2py -m <modulename> <options> <fortran files>   \
      [[ only: <fortran functions>  : ]              \
       [ skip: <fortran functions>  : ]]...          \
      [<fortran files> ...]

    The constructed extension module is saved as <modulename>module.c to the current directory.

    Here <fortran files> may also contain signature files. Among other options (see below), the following options can be used in this mode:


    Add debugging hooks to the extension module. When using this extension module, various information about the wrapper is printed to standard output, for example, the values of variables, the steps taken, etc.


    Add a CPP #include statement to the extension module source. <includefile> should be given in one of the following forms:


    The include statement is inserted just before the wrapper functions. This feature enables using arbitrary C functions (defined in <includefile>) in F2PY generated wrappers.


    This option is deprecated. Use usercode statement to specify C code snippets directly in signature files.


    Create Fortran subroutine wrappers to Fortran functions. --wrap-functions is default because it ensures maximum portability and compiler independence.

    --include-paths <path1>:<path2>:..

    Search include files from given directories.

    --help-link [<list of resources names>]

    List system resources found by numpy_distutils/ For example, try f2py --help-link lapack_opt.

  3. To build an extension module, use

    f2py -c <options> <fortran files>       \
      [[ only: <fortran functions>  : ]     \
       [ skip: <fortran functions>  : ]]... \
      [ <fortran/c source files> ] [ <.o, .a, .so files> ]

    If <fortran files> contains a signature file, then a source for an extension module is constructed, all Fortran and C sources are compiled, and finally all object and library files are linked to the extension module <modulename>.so which is saved into the current directory.

    If <fortran files> does not contain a signature file, then an extension module is constructed by scanning all Fortran source codes for routine signatures.

    Among other options (see below) and options described in previous mode, the following options can be used in this mode:


    List available Fortran compilers.

    --help-compiler [depreciated]

    List available Fortran compilers.


    Specify Fortran compiler type by vendor.


    Specify the path to F77 compiler

    --fcompiler-exec=<path> [depreciated]

    Specify the path to F77 compiler


    Specify the path to F90 compiler

    --f90compiler-exec=<path> [depreciated]

    Specify the path to F90 compiler


    Specify F77 compiler flags


    Specify F90 compiler flags


    Specify optimization flags


    Specify architecture specific optimization flags


    Compile without optimization


    Compile without arch-dependent optimization


    Compile with debugging information


    Use the library <libname> when linking.


    Define macro <macro> as <defn>.


    Define macro <macro>


    Append directory <dir> to the list of directories searched for include files.


    Add directory <dir> to the list of directories to be searched for -l.


    Link extension module with <resource> as defined by numpy_distutils/ E.g. to link with optimized LAPACK libraries (vecLib on MacOSX, ATLAS elsewhere), use --link-lapack_opt. See also --help-link switch.


    The f2py -c option must be applied either to an existing .pyf file (plus the source/object/library files) or one must specify the -m <modulename> option (plus the sources/object/library files). Use one of the following options:

    f2py -c -m fib1 fib1.f


    f2py -m fib1 fib1.f -h fib1.pyf
    f2py -c fib1.pyf fib1.f

    For more information, see Building C and C++ Extensions Python documentation for details.

    When building an extension module, a combination of the following macros may be required for non-gcc Fortran compilers:


    To test the performance of F2PY generated interfaces, use -DF2PY_REPORT_ATEXIT. Then a report of various timings is printed out at the exit of Python. This feature may not work on all platforms, currently only Linux platform is supported.

    To see whether F2PY generated interface performs copies of array arguments, use -DF2PY_REPORT_ON_ARRAY_COPY=<int>. When the size of an array argument is larger than <int>, a message about the coping is sent to stderr.

Other options:

-m <modulename>

Name of an extension module. Default is untitled. Don’t use this option if a signature file (*.pyf) is used.


Do [not] lower the cases in <fortran files>. By default, --lower is assumed with -h switch, and --no-lower without the -h switch.

--build-dir <dirname>

All F2PY generated files are created in <dirname>. Default is tempfile.mkdtemp().


Run quietly.


Run with extra verbosity.


Print f2py version ID and exit.

Execute f2py without any options to get an up-to-date list of available options.

Python module numpy.f2py


The current Python interface to the f2py module is not mature and may change in the future.

Fortran to Python Interface Generator.


Equivalent to running:

f2py <args>

where <args>=string.join(<list>,' '), but in Python. Unless -h is used, this function returns a dictionary containing information on generated modules and their dependencies on source files. For example, the command f2py -m scalar scalar.f can be executed from Python as follows

You cannot build extension modules with this function, that is, using -c is not allowed. Use compile command instead


>>> import numpy.f2py
>>> r = numpy.f2py.run_main(['-m','scalar','doc/source/f2py/scalar.f'])
Reading fortran codes...
        Reading file 'doc/source/f2py/scalar.f' (format:fix,strict)
        Block: scalar
                        Block: FOO
Building modules...
        Building module "scalar"...
        Wrote C/API module "scalar" to file "./scalarmodule.c"
>>> print(r)
{'scalar': {'h': ['/home/users/pearu/src_cvs/f2py/src/fortranobject.h'],
         'csrc': ['./scalarmodule.c', 
numpy.f2py.compile(source, modulename='untitled', extra_args='', verbose=True, source_fn=None, extension='.f')[source]

Build extension module from a Fortran 77 source string with f2py.

sourcestr or bytes

Fortran source of module / subroutine to compile

Changed in version 1.16.0: Accept str as well as bytes

modulenamestr, optional

The name of the compiled python module

extra_argsstr or list, optional

Additional parameters passed to f2py

Changed in version 1.16.0: A list of args may also be provided.

verbosebool, optional

Print f2py output to screen

source_fnstr, optional

Name of the file where the fortran source is written. The default is to use a temporary file with the extension provided by the extension parameter

extension{‘.f’, ‘.f90’}, optional

Filename extension if source_fn is not provided. The extension tells which fortran standard is used. The default is f, which implies F77 standard.

New in version 1.11.0.


0 on success


>>> import numpy.f2py
>>> fsource = '''
...       subroutine foo
...       print*, "Hello world!"
...       end 
... '''
>>> numpy.f2py.compile(fsource, modulename='hello', verbose=0)
>>> import hello
 Hello world!