FaceRecognition/src/pipeline_manager.cpp
2025-07-07 13:56:30 +00:00

402 lines
16 KiB
C++

#include "pipeline_manager.hpp"
double PipelineManager::fps_buffer_probe = 0;
double PipelineManager::fps_probe = 0;
double PipelineManager::fps_osd = 0;
guint64 PipelineManager::frame_count_osd_sink = 0;
guint64 PipelineManager::frame_count_fps_probe = 0;
guint64 PipelineManager::frame_count_buffer_probe = 0;
std::chrono::time_point<std::chrono::steady_clock>
PipelineManager::last_time_osd_sink = std::chrono::steady_clock::now();
std::chrono::time_point<std::chrono::steady_clock>
PipelineManager::last_time_fps_probe = std::chrono::steady_clock::now();
std::chrono::time_point<std::chrono::steady_clock>
PipelineManager::last_time_buffer_probe = std::chrono::steady_clock::now();
PipelineManager::PipelineManager() { ; }
PipelineManager::PipelineManager(int num_sources, char** url_camera)
: csv_fp("csv_fps.csv")
{
if (!csv_fp.is_open()) {
std::cerr << "Failed to open csv_fp csv file.\n";
throw std::runtime_error("Failed to open csv_fps_buffer_probe.csv");
}
// Write CSV header
csv_fp << "Name,FPS\n";
g_setenv("GST_DEBUG_DUMP_DOT_DIR", ".", TRUE);
gst_init(&num_sources, &url_camera);
g_run_forever = atoi("0");
loop = g_main_loop_new(NULL, FALSE);
}
int PipelineManager::create_pipeline() {
g_mutex_init(&eos_lock);
/* Create Pipeline element that will form a connection of other elements */
pipeline = gst_pipeline_new("BodyDetectionPipeline");
if (!pipeline) {
g_printerr("pipeline could not be created. Exiting.");
return -1;
}
return 1;
}
void PipelineManager::set_cuda_device() {
cudaGetDevice(&current_device);
cudaGetDeviceProperties(&prop, current_device);
std::cout << "Device Number: " << prop.pciDeviceID << std::endl;
std::cout << "Device name: " << prop.name << std::endl;
std::cout << "Device Version: " << prop.major << "." << prop.minor
<< std::endl;
}
char* createName(const char* str, int num) {
// Calculate the required length
// Max digits in an int is about 10 (for 32-bit int), plus 1 for null
// terminator
int length =
strlen(str) + 12; // Extra space for the number and null terminator
// Allocate memory for the new string
char* result = new char[length];
// Format the string
snprintf(result, length, "%s%d", str, num);
return result;
}
void PipelineManager::set_row_csv_fps(const std::string& name, double fps){
if (!csv_fp.is_open()) {
std::cerr << "Failed to write: stream not open for " << name << "\n";
return;
}
else{
csv_fp << name << "," << fps << "\n";
std::cout << "Wrote: " << name << " = " << fps << "\n";
}
}
GstPadProbeReturn PipelineManager::osd_sink_pad_buffer_probe(
GstPad* pad, GstPadProbeInfo* info, gpointer user_data) {
(void)pad; // This explicitly marks it as unused
(void)user_data; // This explicitly marks it as unused
auto* self = static_cast<PipelineManager*>(user_data);
GstBuffer* buf = (GstBuffer*)info->data;
NvDsBatchMeta* batch_meta = gst_buffer_get_nvds_batch_meta(buf);
frame_count_osd_sink += batch_meta->num_frames_in_batch;
if (frame_count_osd_sink % 60 == 0) {
std::chrono::time_point<std::chrono::steady_clock> now =
std::chrono::steady_clock::now();
long long ms = std::chrono::duration_cast<std::chrono::milliseconds>(
now - last_time_osd_sink)
.count();
fps_osd = 60000.0 / ms;
self->set_row_csv_fps("fps_osd", fps_osd);
std::cout << "Writing fps_osd...\n";
g_print("FPS_osd_sink: %.2f\n", fps_osd);
last_time_osd_sink = now;
}
return GST_PAD_PROBE_OK;
}
void PipelineManager::get_fps_osd() {
GstElement* osd = gst_bin_get_by_name(
GST_BIN(pipeline), "nv-onscreendisplay"); // Or "nvinfer", etc.
GstPad* sink_pad = gst_element_get_static_pad(osd, "sink");
gst_pad_add_probe(sink_pad, GST_PAD_PROBE_TYPE_BUFFER,
osd_sink_pad_buffer_probe, this, NULL);
gst_object_unref(sink_pad);
gst_object_unref(osd);
}
GstPadProbeReturn PipelineManager::probe_fps(GstPad* pad, GstPadProbeInfo* info,
gpointer user_data) {
(void)pad; // This explicitly marks it as unused
(void)user_data; // This explicitly marks it as unused
auto* self = static_cast<PipelineManager*>(user_data);
if (GST_PAD_PROBE_INFO_TYPE(info) & GST_PAD_PROBE_TYPE_BUFFER) {
frame_count_fps_probe++;
if (frame_count_fps_probe % 30 == 0) { // Calculate FPS every 30 frames
std::chrono::time_point<std::chrono::steady_clock>
current_time_fps_probe = std::chrono::steady_clock::now();
long long duration =
std::chrono::duration_cast<std::chrono::milliseconds>(
current_time_fps_probe - last_time_fps_probe)
.count();
fps_probe = 30000.0 / duration;
g_print("fps_probe FPS: %.2f\n", fps_probe);
last_time_fps_probe = current_time_fps_probe;
self->set_row_csv_fps("fps_probe", fps_probe);
std::cout << "Writing fps_probe...\n";
}
}
return GST_PAD_PROBE_OK;
}
void PipelineManager::get_fps_probe() {
// 2. Add pad probe to get FPS
GstElement* element = gst_bin_get_by_name(
GST_BIN(pipeline), "nvvideo-converter"); // or any processing element
GstPad* pad = gst_element_get_static_pad(element, "src");
gst_pad_add_probe(pad, GST_PAD_PROBE_TYPE_BUFFER, probe_fps, this, NULL);
gst_object_unref(pad);
gst_object_unref(element);
}
GstPadProbeReturn PipelineManager::buffer_probe(GstPad* pad,
GstPadProbeInfo* info,
gpointer user_data) {
(void)pad; // This explicitly marks it as unused
(void)info; // This explicitly marks it as unused
(void)user_data; // This explicitly marks it as unused
auto* self = static_cast<PipelineManager*>(user_data);
frame_count_buffer_probe++;
std::chrono::time_point<std::chrono::steady_clock>
current_time_buffer_probe = std::chrono::steady_clock::now();
long long elapsed = std::chrono::duration_cast<std::chrono::milliseconds>(
current_time_buffer_probe - last_time_buffer_probe)
.count();
fps_buffer_probe = (double)(frame_count_buffer_probe * 1000 / (double)elapsed);
if (elapsed >= 1000) { // Update every second
g_print("FPS_buffer_probe: %.2f\n", fps_buffer_probe);
frame_count_buffer_probe = 0;
last_time_buffer_probe = current_time_buffer_probe;
}
self->set_row_csv_fps("fps_buffer_probe", fps_buffer_probe);
std::cout << "Writing fps_buffer_probe...\n";
return GST_PAD_PROBE_OK;
}
void PipelineManager::get_fps_buffer_probe() {
// --- BUFFER PROBE FOR FPS ---
GstPad* sink_pad = gst_element_get_static_pad(
nv_video_convert_manager->nvvidconv, "src"); // Or any element's pad
gst_pad_add_probe(sink_pad, GST_PAD_PROBE_TYPE_BUFFER, buffer_probe, this,
NULL);
gst_object_unref(sink_pad);
}
bool PipelineManager::playing_pipeline(int num_sources, char** url_camera) {
/* Set the pipeline to "playing" state */
g_print("Now playing... \n");
for (int i = 0; i < num_sources; i++) {
g_print("%s, \n", url_camera[i + 1]);
}
GST_DEBUG_BIN_TO_DOT_FILE_WITH_TS(GST_BIN(pipeline),
GST_DEBUG_GRAPH_SHOW_ALL,
sink_manager->output_sink.c_str());
gst_element_set_state(pipeline, GST_STATE_PLAYING);
GstStateChangeReturn ret =
gst_element_set_state(pipeline, GST_STATE_PLAYING);
if(ret == GST_STATE_CHANGE_FAILURE) {
g_printerr("Unable to set pipeline to playing.\n");
gst_object_unref(pipeline);
return false;
}
return true;
}
bool PipelineManager::check_playing_pipeline() {
// Verify pipeline state (add this immediately after starting)
GstState state;
GstStateChangeReturn ret =
gst_element_get_state(pipeline, &state, NULL, GST_CLOCK_TIME_NONE);
if (ret == GST_STATE_CHANGE_FAILURE) {
g_printerr("Failed to start pipeline!\n");
return false;
} else {
g_print("Pipeline state: %d (1=NULL, 2=READY, 3=PAUSED, 4=PLAYING)\n",
state);
return true;
}
}
bool PipelineManager::setup_pipeline() {
/* Set up the pipeline */
/* add all elements into the pipeline */
// this is the running branch of the if statement for none-jetson platforms
// (without a transform_jetson plugin before the sink plugin) custom_plugin
// is dsexample pluging
if (sink_manager->display_output < 3) {
gst_bin_add_many(GST_BIN(pipeline),
// pgie, tracker,
gstds_example_manager->custom_plugin,
tiler_manager->tiler, queue_array[2].queue,
nv_video_convert_manager->nvvidconv,
nv_osd_manager->nvosd, sink_manager->sink, NULL);
/* we link the elements together
* nvstreammux -> nvinfer -> nvtiler -> nvvidconv -> nvosd ->
* video-renderer */
if (!gst_element_link_many(streammux_manager->streammux,
nv_video_convert_manager->nvvidconv,
// pgie, tracker,
gstds_example_manager->custom_plugin,
tiler_manager->tiler, nv_osd_manager->nvosd,
sink_manager->sink, NULL)) {
g_printerr(
"\033[1;31m Elements could not be linked. Exiting.\033[0m\n");
return false;
}
} else {
gst_bin_add_many(GST_BIN(pipeline),
// pgie, tracker,
gstds_example_manager->custom_plugin,
tiler_manager->tiler, queue_array[2].queue,
nv_video_convert_manager->nvvidconv,
nv_osd_manager->nvosd, sink_manager->nvvidconv_postosd,
sink_manager->caps, sink_manager->encoder,
sink_manager->rtppay, sink_manager->sink, NULL);
// Link the elements together:
// file-source -> h264-parser -> nvh264-decoder ->
// nvinfer -> nvvidconv -> nvosd -> nvvidconv_postosd ->
// caps -> encoder -> rtppay -> udpsink
if (!gst_element_link_many(
streammux_manager->streammux,
nv_video_convert_manager->nvvidconv,
// pgie, tracker,
gstds_example_manager->custom_plugin, tiler_manager->tiler,
nv_osd_manager->nvosd, sink_manager->nvvidconv_postosd,
sink_manager->caps, sink_manager->encoder, sink_manager->rtppay,
sink_manager->sink, NULL)) {
g_printerr(
"\033[1;31m Elements could not be linked. Exiting.\033[0m\n");
return false;
}
}
return true;
}
gboolean PipelineManager::check_pipeline_state(gpointer user_data) {
GstElement* pipeline = (GstElement*)user_data;
GstState state;
gst_element_get_state(pipeline, &state, NULL, GST_CLOCK_TIME_NONE);
g_print("Pipeline state (periodic check): %d\n", state);
return G_SOURCE_CONTINUE; // Keep timer active
}
gboolean PipelineManager::event_thread_func(gpointer arg) {
DataPointer* data = static_cast<DataPointer*>(arg);
// show which source camera. called every 4o ms.
// if (value==true){
// gst_element_set_state (pipeline, GST_STATE_PAUSED);
// gst_element_set_state (pipeline, GST_STATE_PLAYING);
// IMPORTANT:
guint show_source = -1; // which source to show: should be an integer
// between the range (0, num_sources-1)
// to show the selected source number only.
// choose show_source=-1 to show the results for all the videos at once
g_object_set(G_OBJECT(data->tiler_manager->tiler), "show-source",
show_source, NULL);
return true;
}
bool PipelineManager::create_pipeline_elements(int num_sources,
char** url_camera) {
streammux_manager->create_streammux(num_sources);
set_cuda_device();
gst_bin_add(GST_BIN(pipeline), streammux_manager->streammux);
// for each source generate a pad for the source, generate another pad for
// streammux, then connect the source pad to the pad of streammux
for (guint i = 0; i < (guint)num_sources; i++) {
GstElement* source_bin;
// GstElement *source_bin = create_uridecode_bin (i,
// const_cast<char*>(first_video.c_str()));
g_print("Trying to create uridecode_bin for %s \n", url_camera[i + 1]);
source_bin = SourceBin::create_uridecode_bin(
i, url_camera[i + 1], streammux_manager->streammux, prop);
if (!source_bin) {
g_printerr("Failed to create source bin for %s. Exiting.\n",
url_camera[i + 1]);
return false;
}
// g_source_bin_list[i] = source_bin;
gst_bin_add(GST_BIN(pipeline), source_bin);
}
gstds_example_manager->create_gstds_example();
tiler_manager->create_tiler(num_sources,
streammux_manager->MUXER_OUTPUT_WIDTH,
streammux_manager->MUXER_OUTPUT_HEIGHT);
nv_video_convert_manager->create_nv_video_convert();
nv_osd_manager->create_nv_osd();
/* Add queue elements between every two elements */
const char* base = "queue";
for (int i = 0; i < 5; i++) {
char* name = createName(base, i);
queue_array[i] = QueueManager(name);
}
nv_ds_logger_manager->create_nv_ds_logger();
sink_manager->create_sink(prop);
message_handling->create_message_handler(pipeline, g_run_forever, loop);
setup_pipeline();
get_fps_buffer_probe();
get_fps_probe();
get_fps_osd();
auto start = std::chrono::system_clock::now();
status_playing = playing_pipeline(num_sources, url_camera);
if (status_playing == false) {
return -1;
}
status_playing = check_playing_pipeline();
if (status_playing == false) {
return -1;
}
rtsp_streaming_manager->start_rtsp_streaming();
/* Wait till pipeline encounters an error or EOS */
g_print("Running... \n");
// event executed every 40 ms for selecting show_source
DataPointer* pointer_data = new DataPointer{tiler_manager};
g_timeout_add(40, event_thread_func, pointer_data); // NULL
g_timeout_add_seconds(1, check_pipeline_state,
pipeline); // Check every 5 seconds
message_handling->pipeline_is_run = true;
g_main_loop_run(loop);
/* Out of the main loop, clean up nicely */
g_print("Returned, stopping playback \n");
gst_element_set_state(pipeline, GST_STATE_NULL);
g_print("Deleting pipeline \n");
gst_object_unref(GST_OBJECT(pipeline));
// g_source_remove (bus_watch_id);
message_handling->source_remove();
g_main_loop_unref(loop);
gst_deinit();
// g_free (g_source_bin_list);
// g_free (uri);
g_mutex_clear(&eos_lock);
rtsp_streaming_manager->destroy_sink_bin();
auto end = std::chrono::system_clock::now();
std::cout <<" Overall running time = " <<
std::chrono::duration_cast<std::chrono::microseconds>(end - start).count() <<
"us" << std::endl;
return true;
}