-
Notifications
You must be signed in to change notification settings - Fork 14
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #1139 from anarkiwi/mix
support simultaneous I/Q and image inference.
- Loading branch information
Showing
5 changed files
with
225 additions
and
190 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file was deleted.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,147 @@ | ||
#!/usr/bin/env python3 | ||
# -*- coding: utf-8 -*- | ||
import json | ||
import logging | ||
import queue | ||
import sys | ||
import threading | ||
import time | ||
import numpy as np | ||
import zmq | ||
|
||
try: | ||
from gnuradio import gr # pytype: disable=import-error | ||
from gamutrf.mqtt_reporter import MQTTReporter | ||
except ModuleNotFoundError as err: # pragma: no cover | ||
print( | ||
"Run from outside a supported environment, please run via Docker (https://github.com/IQTLabs/gamutRF#readme): %s" | ||
% err | ||
) | ||
sys.exit(1) | ||
|
||
|
||
DELIM = "\n\n" | ||
|
||
|
||
class jsonmixer: | ||
def __init__(self, inputs): | ||
self.inputs = inputs | ||
self.json_buffer = {} | ||
for i in range(self.inputs): | ||
self.json_buffer[i] = "" | ||
|
||
def mix(self, input_items): | ||
items = [] | ||
n = 0 | ||
for i, input_item in enumerate(input_items): | ||
raw_input_item = input_item.tobytes().decode("utf8") | ||
n += len(raw_input_item) | ||
self.json_buffer[i] += raw_input_item | ||
while True: | ||
delim_pos = self.json_buffer[i].find(DELIM) | ||
if delim_pos == -1: | ||
break | ||
raw_item = self.json_buffer[i][:delim_pos] | ||
self.json_buffer[i] = self.json_buffer[i][delim_pos + len(DELIM) :] | ||
try: | ||
item = json.loads(raw_item) | ||
items.append(item) | ||
except json.JSONDecodeError as e: | ||
logging.error("cannot decode %s: %s", raw_item, e) | ||
return (n, items) | ||
|
||
|
||
class inferenceoutput(gr.sync_block): | ||
def __init__( | ||
self, | ||
name, | ||
zmq_addr, | ||
mqtt_server, | ||
compass, | ||
gps_server, | ||
use_external_gps, | ||
use_external_heading, | ||
external_gps_server, | ||
external_gps_server_port, | ||
log_path, | ||
inputs, | ||
): | ||
self.mixer = jsonmixer(inputs) | ||
self.q = queue.Queue() | ||
self.running = True | ||
self.reporter_thread = threading.Thread( | ||
target=self.reporter_thread, | ||
args=( | ||
name, | ||
zmq_addr, | ||
mqtt_server, | ||
gps_server, | ||
compass, | ||
use_external_gps, | ||
use_external_heading, | ||
external_gps_server, | ||
external_gps_server_port, | ||
log_path, | ||
), | ||
) | ||
self.reporter_thread.start() | ||
gr.sync_block.__init__( | ||
self, | ||
name="inferenceoutput", | ||
in_sig=([np.ubyte] * inputs), | ||
out_sig=None, | ||
) | ||
|
||
def stop(self): | ||
self.running = False | ||
self.reporter_thread.join() | ||
|
||
def reporter_thread( | ||
self, | ||
name, | ||
zmq_addr, | ||
mqtt_server, | ||
gps_server, | ||
compass, | ||
use_external_gps, | ||
use_external_heading, | ||
external_gps_server, | ||
external_gps_server_port, | ||
log_path, | ||
): | ||
start_time = time.time() | ||
zmq_context = None | ||
zmq_pub = None | ||
if zmq_addr: | ||
zmq_context = zmq.Context() | ||
zmq_pub = zmq_context.socket(zmq.PUB) | ||
zmq_pub.setsockopt(zmq.SNDHWM, 100) | ||
zmq_pub.setsockopt(zmq.SNDBUF, 65536) | ||
zmq_pub.bind(zmq_addr) | ||
mqtt_reporter = None | ||
if mqtt_server: | ||
mqtt_reporter = MQTTReporter( | ||
name=name, | ||
mqtt_server=mqtt_server, | ||
gps_server=gps_server, | ||
compass=compass, | ||
use_external_gps=use_external_gps, | ||
use_external_heading=use_external_heading, | ||
external_gps_server=external_gps_server, | ||
external_gps_server_port=external_gps_server_port, | ||
) | ||
while self.running: | ||
item = self.q.get() | ||
logging.info("inference output %s", item) | ||
if zmq_pub is not None: | ||
zmq_pub.send_string(json.dumps(item) + DELIM, flags=zmq.NOBLOCK) | ||
if mqtt_reporter is not None: | ||
mqtt_reporter.publish("gamutrf/inference", item) | ||
mqtt_reporter.log(log_path, "inference", start_time, item) | ||
self.q.task_done() | ||
|
||
def work(self, input_items, output_items): | ||
n, items = self.mixer.mix(input_items) | ||
for item in items: | ||
self.q.put(item) | ||
return n |
Oops, something went wrong.