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dynamically_add_remove_sources_with_tiler_window_sink.py
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################################################################################
# The MIT License
#
# Copyright (c) 2019-2023, Prominence AI, Inc.
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publish, distribute, sublicense,
# and/or sell copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
################################################################################
################################################################################
#
# This example shows how to dynamically add and remove Source components
# while the Pipeline is playing. The Pipeline must have at least once source
# while playing. The Pipeline consists of:
# - A variable number of File Sources. The Source are created/added and
# removed/deleted on user key-input.
# - The Pipeline's built-in streammuxer muxes the streams into a
# batched stream as input to the Inference Engine.
# - Primary GST Inference Engine (PGIE).
# - IOU Tracker.
# - Multi-stream 2D Tiler - created with rows/cols to support max-sources.
# - On-Screen Display (OSD)
# - Window Sink - with window-delete and key-release event handlers.
#
# A Source component is created and added to the Pipeline by pressing the
# "+" key which calls the following services:
#
# dsl_source_uri_new(source_name, uri_h265, True, 0, 0)
# dsl_pipeline_component_add('pipeline', source_name)
#
# A Source component (last added) is removed from the Pipeline and deleted by
# pressing the "-" key which calls the following services
#
# dsl_pipeline_component_remove('pipeline', source_name)
# dsl_component_delete(source_name)
#
################################################################################
#!/usr/bin/env python
import sys
sys.path.insert(0, "../../")
import time
from dsl import *
uri_h265 = "/opt/nvidia/deepstream/deepstream/samples/streams/sample_1080p_h265.mp4"
streammux_config_file = '../../test/config/all_sources_30fps.txt'
# Filespecs (Jetson and dGPU) for the Primary GIE
primary_infer_config_file = \
'/opt/nvidia/deepstream/deepstream/samples/configs/deepstream-app/config_infer_primary.txt'
primary_model_engine_file = \
'/opt/nvidia/deepstream/deepstream/samples/models/Primary_Detector/resnet18_trafficcamnet.etlt_b8_gpu0_int8.engine'
# Filespec for the IOU Tracker config file
iou_tracker_config_file = \
'/opt/nvidia/deepstream/deepstream/samples/configs/deepstream-app/config_tracker_IOU.yml'
##
# Maximum number of sources that can be added to the Pipeline
##
MAX_SOURCE_COUNT = 8
##
# Current number of sources added to the Pipeline
##
cur_source_count = 0
##
# Number of rows and columns for the Multi-stream 2D Tiler
TILER_COLS = 4
TILER_ROWS = 2
##
# Function to be called on End-of-Stream (EOS) event
##
def eos_event_listener(client_data):
print('Pipeline EOS event')
dsl_pipeline_stop('pipeline')
dsl_main_loop_quit()
##
# Function to be called on XWindow Delete event
##
def xwindow_delete_event_handler(client_data):
print('delete window event')
dsl_pipeline_stop('pipeline')
dsl_main_loop_quit()
##
# Function to be called on XWindow KeyRelease event
##
def xwindow_key_event_handler(key_string, client_data):
global MAX_SOURCE_COUNT, cur_source_count
print('key released = ', key_string)
if key_string.upper() == 'P':
dsl_pipeline_pause('pipeline')
elif key_string.upper() == 'R':
dsl_pipeline_play('pipeline')
elif key_string.upper() == 'Q' or key_string == '' or key_string == '':
dsl_pipeline_stop('pipeline')
dsl_main_loop_quit()
# Add a new source
elif key_string == '+':
if cur_source_count < MAX_SOURCE_COUNT:
cur_source_count += 1
source_name = 'source-' + str(cur_source_count)
print('adding source ', source_name)
dsl_source_uri_new(source_name, uri_h265, False, 0, 0)
dsl_pipeline_component_add('pipeline', source_name)
# Remove the last source added
elif key_string == '-':
if cur_source_count > 1:
source_name = 'source-' + str(cur_source_count)
print('removing source ', source_name)
dsl_pipeline_component_remove('pipeline', source_name)
dsl_component_delete(source_name)
cur_source_count -= 1
##
# Client handler for our Stream-Event Pad Probe Handler
##
def stream_event_handler(stream_event, stream_id, client_data):
if stream_event == DSL_PPH_EVENT_STREAM_ADDED:
print('Stream Id =', stream_id, ' added to Pipeline')
elif stream_event == DSL_PPH_EVENT_STREAM_ENDED:
print('Stream Id =', stream_id, ' ended')
elif stream_event == DSL_PPH_EVENT_STREAM_DELETED:
print('Stream Id =', stream_id, ' deleted from Pipeline')
return DSL_PAD_PROBE_OK
##
# Application main.
##
def main(args):
global MAX_SOURCE_COUNT, cur_source_count
# Since we're not using args, we can Let DSL initialize GST on first call
while True:
# First new URI File Source
retval = dsl_source_uri_new('source-1', uri_h265, False, 0, 0)
if retval != DSL_RETURN_SUCCESS:
break
## New Primary GIE using the filespecs above with interval = 0
retval = dsl_infer_gie_primary_new('primary-gie',
primary_infer_config_file, primary_model_engine_file, 0)
if retval != DSL_RETURN_SUCCESS:
break
# New IOU Tracker, setting operational width and hieght
retval = dsl_tracker_new('iou-tracker', iou_tracker_config_file, 480, 272)
if retval != DSL_RETURN_SUCCESS:
break
# New Tiled Display, setting width and height,
retval = dsl_tiler_new('tiler', 1280, 720)
if retval != DSL_RETURN_SUCCESS:
break
# Set the Tiled Displays tiles to accommodate max sources.
retval = dsl_tiler_tiles_set('tiler', columns=TILER_COLS, rows=TILER_ROWS)
if retval != DSL_RETURN_SUCCESS:
break
# New OSD with text, clock and bbox display all enabled.
retval = dsl_osd_new('on-screen-display',
text_enabled=True, clock_enabled=True,
bbox_enabled=True, mask_enabled=False)
if retval != DSL_RETURN_SUCCESS:
break
# New Window Sink, 0 x/y offsets and same dimensions as Tiled Display
retval = dsl_sink_window_egl_new('egl-sink', 0, 0, 1280, 720)
if retval != DSL_RETURN_SUCCESS:
break
retval = dsl_sink_sync_enabled_set('egl-sink', True)
if retval != DSL_RETURN_SUCCESS:
break
# Add the XWindow event handler functions defined above to the Window Sink
retval = dsl_sink_window_key_event_handler_add('egl-sink',
xwindow_key_event_handler, None)
if retval != DSL_RETURN_SUCCESS:
break
retval = dsl_sink_window_delete_event_handler_add('egl-sink',
xwindow_delete_event_handler, None)
if retval != DSL_RETURN_SUCCESS:
break
# Add all the components to a new Pipeline
retval = dsl_pipeline_new_component_add_many('pipeline',
['source-1' , 'primary-gie', 'iou-tracker', 'tiler',
'on-screen-display', 'egl-sink', None])
if retval != DSL_RETURN_SUCCESS:
break
# Update the current source count
cur_source_count = 1
# IMPORTANT: we need to explicitely set the stream-muxer Batch size,
# otherwise the Pipeline will use the current number of Sources when set to
# Playing, which would be 1 and too small
# New Streammux uses config file with overall-min-fps
if dsl_info_use_new_nvstreammux_get():
retval = dsl_pipeline_streammux_config_file_set('pipeline',
streammux_config_file)
if retval != DSL_RETURN_SUCCESS:
break
retval = dsl_pipeline_streammux_batch_size_set('pipeline',
MAX_SOURCE_COUNT)
# Old Streammux we set the batch-timeout along with the batch-size
else:
retval = dsl_pipeline_streammux_batch_properties_set('pipeline',
MAX_SOURCE_COUNT, 40000)
if retval != DSL_RETURN_SUCCESS:
break
# Create a Stream-Event Pad Probe Handler (PPH) to manage new Streammuxer
# stream-events: stream-added, stream-ended, and stream-deleted.
retval = dsl_pph_stream_event_new('stream-event-pph',
stream_event_handler, None)
if retval != DSL_RETURN_SUCCESS:
break
# Add the PPH to the source (output) pad of the Pipeline's Streammuxer
retval = dsl_pipeline_streammux_pph_add('pipeline',
'stream-event-pph')
if retval != DSL_RETURN_SUCCESS:
break
retval = dsl_pipeline_eos_listener_add('pipeline',
eos_event_listener, None)
if retval != DSL_RETURN_SUCCESS:
break
# Play the pipeline
retval = dsl_pipeline_play('pipeline')
if retval != DSL_RETURN_SUCCESS:
break
# Start/join the main-loop until dsl_main_loop_exit()
dsl_main_loop_run()
retval = DSL_RETURN_SUCCESS
break
# Print out the final result
print(dsl_return_value_to_string(retval))
dsl_pipeline_delete_all()
dsl_component_delete_all()
if __name__ == '__main__':
sys.exit(main(sys.argv))