libgstreamer1.0-dev, libgstreamer-plugins-base1.0-dev, libglib2.0-dev,
gstreamer1.0-tools, gstreamer1.0-plugins-base, gstreamer1.0-plugins-good,
libgtest-dev, ssat, libpng-dev, libopencv-dev, liborc-0.4-dev,
- python, python-numpy,
+ python, python-numpy, python3, python3-dev, python3-numpy,
tensorflow-lite-dev,
tensorflow-dev [amd64 arm64], python2.7-dev, libprotobuf-dev [amd64 arm64]
Standards-Version: 3.9.6
Description: NNStreamer TensorFlow Lite Support
This package allows nnstreamer to support tensorflow-lite.
+Package: nnstreamer-python2
+Architecture: any
+Multi-Arch: same
+Depends: nnstreamer, python, python-numpy, ${shlibs:Depends}, ${misc:Depends}
+Description: NNStreamer Python Custom Filter Support (2.7)
+ This Package allows nnstreamer to support python custom filters
+
+Package: nnstreamer-python3
+Architecture: any
+Multi-Arch: same
+Depends: nnstreamer, python3, python3-numpy, ${shlibs:Depends}, ${misc:Depends}
+Description: NNStreamer Python Custom Filter Support (3.x)
+ This Package allows nnstreamer to support python custom filters
+
Package: nnstreamer-dev
Architecture: any
Multi-Arch: same
--- /dev/null
+/usr/lib/nnstreamer/filters/libnnstreamer_filter_python2.so
+/usr/lib/nnstreamer/filters/nnstreamer_python2.so
--- /dev/null
+/usr/lib/nnstreamer/filters/nnstreamer_python2.so /usr/lib/python2.7/dist-packages/nnstreamer_python.so
--- /dev/null
+/usr/lib/nnstreamer/filters/libnnstreamer_filter_python3.so
+/usr/lib/nnstreamer/filters/nnstreamer_python3.so
--- /dev/null
+/usr/lib/nnstreamer/filters/nnstreamer_python3.so /usr/lib/python3/dist-packages/nnstreamer_python.so
)
endif
+filter_sub_python_sources = [
+ 'tensor_filter_python.c',
+ 'tensor_filter_python_core.cc'
+]
+
+nnstreamer_filter_python_sources = []
+foreach s : filter_sub_python_sources
+ nnstreamer_filter_python_sources += join_paths(meson.current_source_dir(), s)
+endforeach
+
+if have_python2
+ nnstreamer_filter_python_deps = [python2_dep, libdl_dep, glib_dep, gst_dep, nnstreamer_dep]
+
+ shared_library('nnstreamer_filter_python2',
+ nnstreamer_filter_python_sources,
+ cpp_args: ['-Wno-sign-compare'],
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: filter_subplugin_install_dir
+ )
+
+ static_library('nnstreamer_filter_python2',
+ nnstreamer_filter_python_sources,
+ cpp_args: ['-Wno-sign-compare'],
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: nnstreamer_libdir
+ )
+
+ shared_library('nnstreamer_python2',
+ 'tensor_filter_python_api.c',
+ name_prefix: '',
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: filter_subplugin_install_dir
+ )
+endif
+
+if have_python3
+ nnstreamer_filter_python_deps = [python3_dep, libdl_dep, glib_dep, gst_dep, nnstreamer_dep]
+
+ shared_library('nnstreamer_filter_python3',
+ nnstreamer_filter_python_sources,
+ cpp_args: ['-Wno-sign-compare'],
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: filter_subplugin_install_dir
+ )
+
+ static_library('nnstreamer_filter_python3',
+ nnstreamer_filter_python_sources,
+ cpp_args: ['-Wno-sign-compare'],
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: nnstreamer_libdir
+ )
+
+ shared_library('nnstreamer_python3',
+ 'tensor_filter_python_api.c',
+ name_prefix: '',
+ dependencies: nnstreamer_filter_python_deps,
+ install: true,
+ install_dir: filter_subplugin_install_dir
+ )
+endif
+
if get_option('enable-movidius-ncsdk2')
# Explicitly checks mvnc.h in the ncsdk2 directory
# check_header() requires meson >= 0.47
* @bug No known bugs except for NYI items
*/
+/**
+ * SECTION:element-tensor_filter_python
+ *
+ * A filter that loads and executes a python script implementing a custom filter.
+ * The python script should be provided.
+ *
+ * <refsect2>
+ * <title>Example launch line</title>
+ * |[
+ * gst-launch-1.0 videotestsrc ! video/x-raw,format=RGB,width=640,height=480 ! tensor_converter ! tensor_filter framework="python2" model="${PATH_TO_SCRIPT}" ! tensor_sink
+ * ]|
+ * </refsect2>
+ */
+
#define NO_IMPORT_ARRAY
#include "tensor_filter_python_core.h"
#include <nnstreamer_plugin_api_filter.h>
}
/** check methods in python script */
- cb_type type = py_core_getCbType (py->py_private_data);
- switch (type) {
+ switch (py_core_getCbType (py->py_private_data)) {
case CB_SETDIM:
NNS_support_python->getInputDimension = NULL;
NNS_support_python->getOutputDimension = NULL;
* @bug No known bugs except for NYI items
*/
+/**
+ * SECTION:element-tensor_filter_python_api
+ *
+ * A python module that provides a wrapper for internal structures in tensor_filter_python.
+ * Users can import this module to access such a functionality
+ *
+ * <refsect2>
+ * <title>Example python script</title>
+ * |[
+ * import numpy as np
+ * import nnstreamer_python as nns
+ * dim = nns.TensorShape([1,2,3], np.uint8)
+ * ]|
+ * </refsect2>
+ */
+
#include "tensor_filter_python_core.h"
/** @brief object structure for custom Python type: TensorShape */
PyArray_Descr* type;
} TensorShapeObject;
+/** @brief define a prototype for this python module */
+#if PY_VERSION_HEX >= 0x03000000
+PyMODINIT_FUNC PyInit_nnstreamer_python(void);
+#else
+PyMODINIT_FUNC initnnstreamer_python(void);
+#endif
+
/**
* @brief method impl. for setDims
* @param self : Python type object
*/
static int
TensorShape_init(TensorShapeObject *self, PyObject *args, PyObject *kw) {
- char *keywords[] = {"dims", "type", NULL};
+ char *keywords[] = {(char*) "dims", (char*) "type", NULL};
PyObject *dims = NULL;
PyObject *type = NULL;
return -1;
if (dims) {
- PyObject *none = PyObject_CallMethod((PyObject*) self, (char*) "setDims", "O", dims);
+ PyObject *none = PyObject_CallMethod((PyObject*) self, (char*) "setDims", (char*) "O", dims);
Py_XDECREF(none);
}
/** @brief members for custom type object */
static PyMemberDef TensorShape_members[] = {
- {"dims", T_OBJECT_EX, offsetof(TensorShapeObject, dims), 0, NULL},
- {"type", T_OBJECT_EX, offsetof(TensorShapeObject, type), 0, NULL}
+ {(char*) "dims", T_OBJECT_EX, offsetof(TensorShapeObject, dims), 0, NULL},
+ {(char*) "type", T_OBJECT_EX, offsetof(TensorShapeObject, type), 0, NULL}
};
/** @brief methods for custom type object */
static PyMethodDef TensorShape_methods[] = {
- {"setDims", (PyCFunction)TensorShape_setDims, METH_VARARGS | METH_KEYWORDS, NULL},
- {"getDims", (PyCFunction)TensorShape_getDims, METH_VARARGS | METH_KEYWORDS, NULL},
- {"getType", (PyCFunction)TensorShape_getType, METH_VARARGS | METH_KEYWORDS, NULL},
+ {(char*) "setDims", (PyCFunction)TensorShape_setDims, METH_VARARGS | METH_KEYWORDS, NULL},
+ {(char*) "getDims", (PyCFunction)TensorShape_getDims, METH_VARARGS | METH_KEYWORDS, NULL},
+ {(char*) "getType", (PyCFunction)TensorShape_getType, METH_VARARGS | METH_KEYWORDS, NULL},
{NULL, NULL, 0, NULL}
};
#if PY_VERSION_HEX >= 0x03000000
#define RETVAL(x) x
static PyModuleDef nnstreamer_python_module = {
- PyModuleDef_HEAD_INIT, "nnstreamer_python3", NULL, -1, NULL
+ PyModuleDef_HEAD_INIT, "nnstreamer_python", NULL, -1, NULL
};
/** @brief module initialization (python 3.x) */
PyMODINIT_FUNC
-PyInit_nnstreamer_python3(void) {
+PyInit_nnstreamer_python(void) {
#else
#define RETVAL(x)
static PyMethodDef nnstreamer_python_methods[] = {
};
/** @brief module initialization (python 2.x) */
PyMODINIT_FUNC
-initnnstreamer_python2(void) {
+initnnstreamer_python(void) {
#endif
PyObject *type_object = (PyObject*) &TensorShapeType;
PyObject *module;
#if PY_VERSION_HEX >= 0x03000000
module = PyModule_Create(&nnstreamer_python_module);
#else
- module = Py_InitModule("nnstreamer_python2", nnstreamer_python_methods);
+ module = Py_InitModule("nnstreamer_python", nnstreamer_python_methods);
#endif
if (module == NULL)
return RETVAL(NULL);
* To fix import error of python extension modules
* (e.g., multiarray.x86_64-linux-gnu.so: undefined symbol: PyExc_SystemError)
*/
+ gchar libname[32];
#if PY_VERSION_HEX >= 0x03000000
- handle = dlopen("libpython3.5m.so.1", RTLD_LAZY | RTLD_GLOBAL);
- if (handle == NULL) /** try another version */
- handle = dlopen("libpython3.6m.so.1", RTLD_LAZY | RTLD_GLOBAL);
+ g_snprintf (libname, sizeof(libname), "libpython%fm.so.1", PYTHON3_VERSION);
#else
- handle = dlopen("libpython2.7.so.1", RTLD_LAZY | RTLD_GLOBAL);
+ g_snprintf (libname, sizeof(libname), "libpython%f.so.1", PYTHON2_VERSION);
#endif
+ handle = dlopen(libname, RTLD_LAZY | RTLD_GLOBAL);
g_assert(handle);
Py_Initialize();
#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
#include <numpy/arrayobject.h>
-#include <tensor_typedef.h>
#include <glib.h>
#include <gst/gst.h>
#include <string.h>
-
#include <dlfcn.h>
#include <pthread.h>
#include <structmember.h>
+#include "nnstreamer_plugin_api_filter.h"
+
#define Py_ERRMSG(...) do {PyErr_Print(); g_critical (__VA_ARGS__);} while (0);
/** @brief Callback type for custom filter */
endif
endif
+# Python
+have_python2 = false
+have_python3 = false
+
+if get_option('enable-python')
+ prog_pkgconfig = find_program('pkg-config')
+
+ # Check python 2.7
+ python2_dep = dependency('python-2.7', required: false)
+ if python2_dep.found()
+ python2_incs = run_command(prog_pkgconfig, ['python-2.7', '--cflags']).stdout().strip().split()
+ if cc.has_header('numpy/arrayobject.h', args: python2_incs)
+ add_project_arguments('-DPYTHON2_VERSION=2.7', language: ['c', 'cpp'])
+ have_python2 = true
+ endif
+ endif
+
+ # Check python 3.x
+ python3_dep = dependency('python3', required: false)
+ if python3_dep.found()
+ python3_version = run_command(prog_pkgconfig, ['python3', '--modversion']).stdout().strip()
+ python3_incs = run_command(prog_pkgconfig, ['python3', '--cflags']).stdout().strip().split()
+ if cc.has_header('numpy/arrayobject.h', args: python3_incs)
+ add_project_arguments('-DPYTHON3_VERSION=' + python3_version, language: ['c', 'cpp'])
+ have_python3 = true
+ endif
+ endif
+endif
+
# Build nnstreamer (common, plugins)
subdir('gst')
option('disable-video-support', type: 'boolean', value: false)
option('disable-audio-support', type: 'boolean', value: false)
option('enable-tizen-capi', type: 'boolean', value: false)
+option('enable-python', type: 'boolean', value: true)
# a few test cases uses python
BuildRequires: python
BuildRequires: python-numpy
+# for python custom filters
+BuildRequires: pkgconfig(python2)
+BuildRequires: python-numpy-devel
# Testcase requires bmp2png, which requires libpng
BuildRequires: pkgconfig(libpng)
# for tensorflow-lite
%description tensorflow-lite
NNStreamer's tensor_fliter subplugin of TensorFlow Lite.
+%package -n nnstreamer-python2
+Summary: NNStreamer Python Custom Filter Support
+Requires: nnstreamer = %{version}-%{release}
+Requires: python
+%description -n nnstreamer-python2
+NNStreamer's tensor_filter subplugin of Python (2.7).
+
%package devel
Summary: Development package for custom tensor operator developers (tensor_filter/custom)
Requires: nnstreamer = %{version}-%{release}
popd
/sbin/ldconfig
+%post -n nnstreamer-python2
+ln -s %{_prefix}/lib/nnstreamer/filters/nnstreamer_python2.so %{python_sitelib}/nnstreamer_python.so
+
%postun -p /sbin/ldconfig
pushd %{_libdir}
rm libnnstreamer.so
%defattr(-,root,root,-)
%{_prefix}/lib/nnstreamer/filters/libnnstreamer_filter_tensorflow-lite.so
+%files -n nnstreamer-python2
+%defattr(-,root,root,-)
+%{_prefix}/lib/nnstreamer/filters/libnnstreamer_filter_python2.so
+%{_prefix}/lib/nnstreamer/filters/nnstreamer_python2.so
+
%files devel
%{_includedir}/nnstreamer/tensor_typedef.h
%{_includedir}/nnstreamer/tensor_filter_custom.h
projects / platform / upstream / nnstreamer.git / commitdiff