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| 1 | +"""Stabilizer FLS signal searcher""" |
| 2 | + |
| 3 | +# pylint: disable=logging-fstring-interpolation,too-many-statements,too-many-locals,duplicate-code |
| 4 | + |
| 5 | + |
| 6 | +import asyncio |
| 7 | +import argparse |
| 8 | +import logging |
| 9 | + |
| 10 | +import numpy as np |
| 11 | +from tqdm.asyncio import tqdm |
| 12 | + |
| 13 | +import miniconf |
| 14 | +from miniconf.common import MQTTv5, one |
| 15 | +from stabilizer.stream import Stream, get_local_ip |
| 16 | + |
| 17 | +from . import stream as _ |
| 18 | + |
| 19 | +_logger = logging.getLogger(__name__) |
| 20 | + |
| 21 | + |
| 22 | +async def main(): |
| 23 | + """FLS Signal searcher""" |
| 24 | + parser = argparse.ArgumentParser( |
| 25 | + description="Search demodulation frequency range and identify " |
| 26 | + "highest power input frequency" |
| 27 | + ) |
| 28 | + parser.add_argument( |
| 29 | + "-v", "--verbose", action="count", default=0, help="Increase logging verbosity" |
| 30 | + ) |
| 31 | + parser.add_argument( |
| 32 | + "--broker", |
| 33 | + "-b", |
| 34 | + default="mqtt", |
| 35 | + help="The MQTT broker address to use to use (%(default)s)", |
| 36 | + ) |
| 37 | + parser.add_argument( |
| 38 | + "--prefix", |
| 39 | + "-p", |
| 40 | + default="dt/sinara/fls/+", |
| 41 | + help="The MQTT topic prefix (%(default)s)", |
| 42 | + ) |
| 43 | + parser.add_argument( |
| 44 | + "--channel", |
| 45 | + "-c", |
| 46 | + type=int, |
| 47 | + choices=[0, 1], |
| 48 | + default=0, |
| 49 | + help="The channel to operate on", |
| 50 | + ) |
| 51 | + parser.add_argument( |
| 52 | + "--port", |
| 53 | + type=int, |
| 54 | + default=9293, |
| 55 | + help="Local port to listen on for streaming data", |
| 56 | + ) |
| 57 | + parser.add_argument( |
| 58 | + "--threshold", |
| 59 | + "-t", |
| 60 | + default=-15, |
| 61 | + type=float, |
| 62 | + help="log2 of tone power threshold", |
| 63 | + ) |
| 64 | + |
| 65 | + args = parser.parse_args() |
| 66 | + logging.basicConfig( |
| 67 | + format="%(asctime)s [%(levelname)s] %(name)s: %(message)s", |
| 68 | + level=logging.WARN - 10 * args.verbose, |
| 69 | + ) |
| 70 | + |
| 71 | + async with miniconf.Client( |
| 72 | + args.broker, |
| 73 | + protocol=MQTTv5, |
| 74 | + logger=logging.getLogger("aiomqtt-client"), |
| 75 | + ) as client: |
| 76 | + prefix, _alive = one(await miniconf.discover(client, args.prefix)) |
| 77 | + |
| 78 | + conf = miniconf.Miniconf(client, prefix) |
| 79 | + local_ip = get_local_ip(args.broker) |
| 80 | + _transport, stream = await Stream.open(args.port, local_ip) |
| 81 | + |
| 82 | + f2w = (1 << 32) / 500e6 |
| 83 | + f2s = 4 * 8 * 128 / 400e6 |
| 84 | + f_demod = 0x200000 / f2w |
| 85 | + |
| 86 | + async def measure(f, nframe=1): |
| 87 | + await conf.set(f"/ch/{args.channel}/input/freq", int(f * f2w)) |
| 88 | + # settle |
| 89 | + # await asyncio.sleep(0.1) |
| 90 | + # discard pending frames |
| 91 | + while True: |
| 92 | + try: |
| 93 | + stream.queue.get_nowait() |
| 94 | + except asyncio.QueueEmpty: |
| 95 | + break |
| 96 | + # discard one more |
| 97 | + await stream.queue.get() |
| 98 | + demod = [] |
| 99 | + for _ in range(nframe): |
| 100 | + frame = await stream.queue.get() |
| 101 | + demod.append(frame.demod()[:, args.channel]) |
| 102 | + demod = np.concatenate(demod) |
| 103 | + p = np.log2(np.square(demod.astype(np.int64)).mean() / (1 << 62)) |
| 104 | + iq = demod.astype(np.float64).ravel().view(np.complex128) |
| 105 | + df = np.angle(iq[1:] * iq[:-1].conj()).mean() / (2 * np.pi * f2s) |
| 106 | + return f + df, p |
| 107 | + |
| 108 | + try: |
| 109 | + await conf.set("/stream", f"{local_ip}:{args.port}") |
| 110 | + fp = [] |
| 111 | + with tqdm(np.arange(1e6, 240e6, 40e3)) as pbar: |
| 112 | + async for f in pbar: |
| 113 | + ff, p = await measure(f) |
| 114 | + fp.append((ff, p)) |
| 115 | + if p > args.threshold: |
| 116 | + _logger.info(f"{ff:g} Hz: {p:g} 3dB") |
| 117 | + else: |
| 118 | + _logger.debug(f"{ff:g} Hz: {p:g} 3dB") |
| 119 | + if not fp: |
| 120 | + raise ValueError("no tones found above threshold") |
| 121 | + f0, _p0 = max(fp, key=lambda k: k[1]) |
| 122 | + fu, pu = await measure(f0 + 2 * f_demod) |
| 123 | + _fl, pl = await measure(f0 - 2 * f_demod) |
| 124 | + if pu > pl: |
| 125 | + f0 = fu |
| 126 | + f0, p0 = await measure(f0, nframe=100) |
| 127 | + w = round(int(f0 * f2w)) |
| 128 | + _logger.warning( |
| 129 | + f"final {f0:f} Hz, {p0:g} 3dB, ch/{args.channel}/input/freq={w:#x}" |
| 130 | + ) |
| 131 | + await conf.set(f"/ch/{args.channel}/input/freq", w) |
| 132 | + finally: |
| 133 | + await conf.set("/stream", "0.0.0.0:0") |
| 134 | + |
| 135 | + |
| 136 | +if __name__ == "__main__": |
| 137 | + asyncio.run(main()) |
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