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7 changes: 5 additions & 2 deletions src/python/library/tritonclient/grpc/_client.py
Original file line number Diff line number Diff line change
Expand Up @@ -1741,7 +1741,8 @@ def wrapped_callback(call_future):
raise_error_grpc(rpc_error)

def start_stream(
self, callback, stream_timeout=None, headers=None, compression_algorithm=None
self, callback, stream_timeout=None, headers=None, compression_algorithm=None,
daemon=None,
):
"""Starts a grpc bi-directional stream to send streaming inferences.
Note: When using stream, user must ensure the InferenceServerClient.close()
Expand All @@ -1768,6 +1769,8 @@ def start_stream(
Optional grpc compression algorithm to be used on client side.
Currently supports "deflate", "gzip" and None. By default, no
compression is used.
daemon : bool
Make internal thread daemonic if set True. By default set to None.

Raises
------
Expand All @@ -1784,7 +1787,7 @@ def start_stream(
)
metadata = self._get_metadata(headers)

self._stream = _InferStream(callback, self._verbose)
self._stream = _InferStream(callback, self._verbose, daemon=daemon)

try:
response_iterator = self._client_stub.ModelStreamInfer(
Expand Down
7 changes: 5 additions & 2 deletions src/python/library/tritonclient/grpc/_infer_stream.py
Original file line number Diff line number Diff line change
Expand Up @@ -52,16 +52,19 @@ class _InferStream:
'error' would be None for a successful inference.
verbose : bool
Enables verbose mode if set True.
daemon : bool
Make handler thread daemonic if set True (default None).
"""

def __init__(self, callback, verbose):
def __init__(self, callback, verbose, daemon=None):
self._callback = callback
self._verbose = verbose
self._request_queue = queue.Queue()
self._handler = None
self._cancelled = False
self._active = True
self._response_iterator = None
self.daemon = daemon

def __del__(self):
self.close(cancel_requests=True)
Expand Down Expand Up @@ -100,7 +103,7 @@ def _init_handler(self, response_iterator):
if self._handler is not None:
raise_error("Attempted to initialize already initialized InferStream")
# Create a new thread to handle the gRPC response stream
self._handler = threading.Thread(target=self._process_response)
self._handler = threading.Thread(target=self._process_response, daemon=self.daemon)
self._handler.start()
if self._verbose:
print("stream started...")
Expand Down