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| 1 | +# MIT License |
| 2 | + |
| 3 | +# Copyright (c) 2024-2025 GvozdevLeonid |
| 4 | + |
| 5 | +# Permission is hereby granted, free of charge, to any person obtaining a copy |
| 6 | +# of this software and associated documentation files (the "Software"), to deal |
| 7 | +# in the Software without restriction, including without limitation the rights |
| 8 | +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
| 9 | +# copies of the Software, and to permit persons to whom the Software is |
| 10 | +# furnished to do so, subject to the following conditions: |
| 11 | + |
| 12 | +# The above copyright notice and this permission notice shall be included in all |
| 13 | +# copies or substantial portions of the Software. |
| 14 | + |
| 15 | +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 16 | +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 17 | +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 18 | +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 19 | +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 20 | +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 21 | +# SOFTWARE. |
| 22 | + |
| 23 | +# distutils: language = c++ |
| 24 | +# cython: language_level = 3str |
| 25 | +# cython: freethreading_compatible = True |
| 26 | +from python_bladerf.pylibbladerf cimport pybladerf as c_pybladerf |
| 27 | +from libc.stdint cimport uint64_t, uint32_t, uint16_t, uint8_t |
| 28 | +from python_bladerf.pylibbladerf cimport cbladerf |
| 29 | +from python_bladerf import pybladerf |
| 30 | +from libcpp.atomic cimport atomic |
| 31 | +cimport numpy as cnp |
| 32 | +import numpy as np |
| 33 | +import signal |
| 34 | +import time |
| 35 | +import sys |
| 36 | +import os |
| 37 | + |
| 38 | +cnp.import_array() |
| 39 | + |
| 40 | +FREQ_MIN_MHZ = 70 # 70 MHz |
| 41 | +FREQ_MAX_MHZ = 6_000 # 6000 MHZ |
| 42 | +FREQ_MIN_HZ = int(FREQ_MIN_MHZ * 1e6) # Hz |
| 43 | +FREQ_MAX_HZ = int(FREQ_MAX_MHZ * 1e6) # Hz |
| 44 | + |
| 45 | +MIN_SAMPLE_RATE = 520_834 |
| 46 | +MAX_SAMPLE_RATE = 61_440_000 |
| 47 | + |
| 48 | +MIN_BASEBAND_FILTER_BANDWIDTHS = 200_000 # MHz |
| 49 | +MAX_BASEBAND_FILTER_BANDWIDTHS = 56_000_000 # MHz |
| 50 | + |
| 51 | +cdef atomic[uint8_t] working_sdrs[16] |
| 52 | +cdef dict sdr_ids = {} |
| 53 | + |
| 54 | +cdef struct ScanStep: |
| 55 | + uint64_t frequency |
| 56 | + uint64_t schedule_time |
| 57 | + |
| 58 | +def sigint_callback_handler(sig, frame, sdr_id): |
| 59 | + global working_sdrs |
| 60 | + working_sdrs[sdr_id].store(0) |
| 61 | + |
| 62 | + |
| 63 | +def init_signals() -> int: |
| 64 | + global working_sdrs |
| 65 | + |
| 66 | + sdr_id = -1 |
| 67 | + for i in range(16): |
| 68 | + if working_sdrs[i].load() == 0: |
| 69 | + sdr_id = i |
| 70 | + break |
| 71 | + |
| 72 | + if sdr_id >= 0: |
| 73 | + try: |
| 74 | + signal.signal(signal.SIGINT, lambda sig, frame: sigint_callback_handler(sig, frame, sdr_id)) |
| 75 | + signal.signal(signal.SIGILL, lambda sig, frame: sigint_callback_handler(sig, frame, sdr_id)) |
| 76 | + signal.signal(signal.SIGTERM, lambda sig, frame: sigint_callback_handler(sig, frame, sdr_id)) |
| 77 | + signal.signal(signal.SIGABRT, lambda sig, frame: sigint_callback_handler(sig, frame, sdr_id)) |
| 78 | + except Exception as ex: |
| 79 | + sys.stderr.write(f'Error: {ex}\n') |
| 80 | + |
| 81 | + return sdr_id |
| 82 | + |
| 83 | + |
| 84 | +def stop_all() -> None: |
| 85 | + global working_sdrs |
| 86 | + for i in range(16): |
| 87 | + working_sdrs[i].store(0) |
| 88 | + |
| 89 | + |
| 90 | +def stop_sdr(serialno: str) -> None: |
| 91 | + global sdr_ids, working_sdrs |
| 92 | + if serialno in sdr_ids: |
| 93 | + working_sdrs[sdr_ids[serialno]].store(0) |
| 94 | + |
| 95 | + |
| 96 | +def pybladerf_scan(frequencies: list[int], samples_per_scan: int, queue: object, sample_rate: int = 61_000_000, baseband_filter_bandwidth: int | None = None, |
| 97 | + gain: int = 20, channel: int = 0, oversample: bool = False, antenna_enable: bool = False, serial_number: str | None = None, |
| 98 | + print_to_console: bool = True, |
| 99 | + ) -> None: |
| 100 | + |
| 101 | + global working_sdrs, sdr_ids |
| 102 | + |
| 103 | + cdef uint8_t device_id = init_signals() |
| 104 | + cdef uint8_t formated_channel = pybladerf.PYBLADERF_CHANNEL_RX(channel) |
| 105 | + cdef c_pybladerf.PyBladerfDevice device |
| 106 | + cdef int i |
| 107 | + |
| 108 | + if serial_number is None: |
| 109 | + device = pybladerf.pybladerf_open() |
| 110 | + else: |
| 111 | + device = pybladerf.pybladerf_open_by_serial(serial_number) |
| 112 | + |
| 113 | + working_sdrs[device_id].store(1) |
| 114 | + sdr_ids[device.serialno] = device_id |
| 115 | + |
| 116 | + device.pybladerf_enable_feature(pybladerf.pybladerf_feature.PYBLADERF_FEATURE_OVERSAMPLE, False) |
| 117 | + |
| 118 | + if oversample: |
| 119 | + sample_rate = int(sample_rate) if MIN_SAMPLE_RATE * 2 <= int(sample_rate) <= MAX_SAMPLE_RATE * 2 else 122_000_000 |
| 120 | + else: |
| 121 | + sample_rate = int(sample_rate) if MIN_SAMPLE_RATE <= int(sample_rate) <= MAX_SAMPLE_RATE else 61_000_000 |
| 122 | + cdef uint64_t offset = int(sample_rate // 2) |
| 123 | + |
| 124 | + real_min_freq_hz = FREQ_MIN_HZ - sample_rate // 2 |
| 125 | + real_max_freq_hz = FREQ_MAX_HZ + sample_rate // 2 |
| 126 | + |
| 127 | + if baseband_filter_bandwidth is None: |
| 128 | + baseband_filter_bandwidth = int(sample_rate * .75) |
| 129 | + baseband_filter_bandwidth = int(baseband_filter_bandwidth) if MIN_BASEBAND_FILTER_BANDWIDTHS <= int(baseband_filter_bandwidth) <= MAX_BASEBAND_FILTER_BANDWIDTHS else int(sample_rate * .75) |
| 130 | + |
| 131 | + if frequencies is None: |
| 132 | + frequencies = [int(FREQ_MIN_MHZ - sample_rate // 2e6), int(FREQ_MAX_MHZ + sample_rate // 2e6)] |
| 133 | + |
| 134 | + if print_to_console: |
| 135 | + sys.stderr.write(f'call pybladerf_set_tuning_mode({pybladerf.pybladerf_tuning_mode.PYBLADERF_TUNING_MODE_FPGA})\n') |
| 136 | + device.pybladerf_set_tuning_mode(pybladerf.pybladerf_tuning_mode.PYBLADERF_TUNING_MODE_FPGA) |
| 137 | + |
| 138 | + if oversample: |
| 139 | + if print_to_console: |
| 140 | + sys.stderr.write(f'call pybladerf_enable_feature({pybladerf.pybladerf_feature.PYBLADERF_FEATURE_OVERSAMPLE}, True)\n') |
| 141 | + device.pybladerf_enable_feature(pybladerf.pybladerf_feature.PYBLADERF_FEATURE_OVERSAMPLE, True) |
| 142 | + |
| 143 | + if print_to_console: |
| 144 | + sys.stderr.write(f'call pybladerf_set_sample_rate({sample_rate / 1e6 :.3f} MHz)\n') |
| 145 | + device.pybladerf_set_sample_rate(formated_channel, sample_rate) |
| 146 | + |
| 147 | + if not oversample: |
| 148 | + if print_to_console: |
| 149 | + sys.stderr.write(f'call pybladerf_set_bandwidth({formated_channel}, {baseband_filter_bandwidth / 1e6 :.3f} MHz)\n') |
| 150 | + device.pybladerf_set_bandwidth(formated_channel, baseband_filter_bandwidth) |
| 151 | + |
| 152 | + if print_to_console: |
| 153 | + sys.stderr.write(f'call pybladerf_set_gain_mode({formated_channel}, {pybladerf.pybladerf_gain_mode.PYBLADERF_GAIN_MGC})\n') |
| 154 | + device.pybladerf_set_gain_mode(formated_channel, pybladerf.pybladerf_gain_mode.PYBLADERF_GAIN_MGC) |
| 155 | + device.pybladerf_set_gain(formated_channel, gain) |
| 156 | + |
| 157 | + if antenna_enable: |
| 158 | + if print_to_console: |
| 159 | + sys.stderr.write(f'call pybladerf_set_bias_tee({formated_channel}, True)\n') |
| 160 | + device.pybladerf_set_bias_tee(formated_channel, True) |
| 161 | + |
| 162 | + num_ranges = len(frequencies) // 2 |
| 163 | + calculated_frequencies = [] |
| 164 | + |
| 165 | + for i in range(num_ranges): |
| 166 | + frequencies[2 * i] = int(frequencies[2 * i] * 1e6) |
| 167 | + frequencies[2 * i + 1] = int(frequencies[2 * i + 1] * 1e6) |
| 168 | + |
| 169 | + if frequencies[2 * i] >= frequencies[2 * i + 1]: |
| 170 | + device.pybladerf_close() |
| 171 | + raise RuntimeError('max frequency must be greater than min frequency.') |
| 172 | + |
| 173 | + step_count = 1 + (frequencies[2 * i + 1] - frequencies[2 * i] - 1) // sample_rate |
| 174 | + frequencies[2 * i + 1] = int(frequencies[2 * i] + step_count * sample_rate) |
| 175 | + |
| 176 | + if frequencies[2 * i] < real_min_freq_hz: |
| 177 | + device.pybladerf_close() |
| 178 | + raise RuntimeError(f'min frequency must must be greater than {int(real_min_freq_hz / 1e6)} MHz.') |
| 179 | + if frequencies[2 * i + 1] > real_max_freq_hz: |
| 180 | + device.pybladerf_close() |
| 181 | + raise RuntimeError(f'max frequency may not be higher {int(real_max_freq_hz / 1e6)} MHz.') |
| 182 | + |
| 183 | + frequency = frequencies[2 * i] |
| 184 | + for j in range(step_count): |
| 185 | + calculated_frequencies.append(frequency) |
| 186 | + frequency += sample_rate |
| 187 | + |
| 188 | + if print_to_console: |
| 189 | + sys.stderr.write(f'Sweeping from {frequencies[2 * i] / 1e6} MHz to {frequencies[2 * i + 1] / 1e6} MHz\n') |
| 190 | + |
| 191 | + if len(calculated_frequencies) > 256: |
| 192 | + device.pybladerf_close() |
| 193 | + raise RuntimeError('Reached maximum number of RX quick tune profiles. Please reduce the frequency range or increase the sample rate.') |
| 194 | + |
| 195 | + quick_tunes = [] |
| 196 | + for frequency in calculated_frequencies: |
| 197 | + device.pybladerf_set_frequency(formated_channel, frequency + offset) |
| 198 | + |
| 199 | + quick_tune = device.pybladerf_get_quick_tune(formated_channel) |
| 200 | + quick_tunes.append((frequency, quick_tune)) |
| 201 | + |
| 202 | + device.pybladerf_set_rfic_rx_fir(pybladerf.pybladerf_rfic_rxfir.PYBLADERF_RFIC_RXFIR_BYPASS) |
| 203 | + device.pybladerf_sync_config( |
| 204 | + layout=pybladerf.pybladerf_channel_layout.PYBLADERF_RX_X1, |
| 205 | + data_format=pybladerf.pybladerf_format.PYBLADERF_FORMAT_SC8_Q7_META if oversample else pybladerf.pybladerf_format.PYBLADERF_FORMAT_SC16_Q11_META, |
| 206 | + num_buffers=int(os.environ.get('pybladerf_sweep_num_buffers', 4096)), |
| 207 | + buffer_size=int(os.environ.get('pybladerf_sweep_buffer_size', 8192)), |
| 208 | + num_transfers=int(os.environ.get('pybladerf_sweep_num_transfers', 64)), |
| 209 | + stream_timeout=0, |
| 210 | + ) |
| 211 | + device.pybladerf_enable_module(formated_channel, True) |
| 212 | + |
| 213 | + cdef uint64_t time_1ms = int(sample_rate // 1000) |
| 214 | + cdef uint64_t await_time = int(time_1ms * float(os.environ.get('pybladerf_sweep_await_time', 1.5))) |
| 215 | + cdef uint16_t tune_steps = len(calculated_frequencies) |
| 216 | + |
| 217 | + cdef uint8_t free_rffe_profile = 0 |
| 218 | + cdef uint8_t rffe_profiles = min(8, tune_steps) |
| 219 | + |
| 220 | + cdef uint64_t schedule_timestamp = 0 |
| 221 | + cdef double time_start = time.time() |
| 222 | + cdef double time_prev = time.time() |
| 223 | + cdef double timestamp = time.time() |
| 224 | + cdef double time_difference = 0 |
| 225 | + cdef double sweep_rate = 0 |
| 226 | + cdef double time_now = 0 |
| 227 | + cdef uint64_t sweep_count = 0 |
| 228 | + cdef uint32_t tune_step = 0 |
| 229 | + |
| 230 | + cdef uint8_t sweep_step_write_ptr = 0 |
| 231 | + cdef uint8_t sweep_step_read_ptr = 0 |
| 232 | + cdef ScanStep[8] scan_steps |
| 233 | + |
| 234 | + cdef c_pybladerf.pybladerf_metadata meta = pybladerf.pybladerf_metadata() |
| 235 | + |
| 236 | + cdef cnp.ndarray buffer = np.empty(samples_per_scan if oversample else samples_per_scan * 2, dtype=np.int8 if oversample else np.int16) |
| 237 | + cdef cnp.ndarray window = np.hanning(samples_per_scan) |
| 238 | + |
| 239 | + schedule_timestamp = device.pybladerf_get_timestamp(pybladerf.pybladerf_direction.PYBLADERF_RX) + time_1ms * 150 |
| 240 | + |
| 241 | + for i in range(8): |
| 242 | + quick_tunes[tune_step][1].rffe_profile = free_rffe_profile |
| 243 | + device.pybladerf_schedule_retune(formated_channel, schedule_timestamp, 0, quick_tunes[tune_step][1]) |
| 244 | + |
| 245 | + scan_steps[sweep_step_write_ptr].frequency = quick_tunes[tune_step][0] |
| 246 | + scan_steps[sweep_step_write_ptr].schedule_time = schedule_timestamp + await_time |
| 247 | + sweep_step_write_ptr = (sweep_step_write_ptr + 1) % 8 |
| 248 | + |
| 249 | + free_rffe_profile = (free_rffe_profile + 1) % rffe_profiles |
| 250 | + schedule_timestamp += await_time + samples_per_scan |
| 251 | + tune_step = (tune_step + 1) % tune_steps |
| 252 | + |
| 253 | + while working_sdrs[device_id].load(): |
| 254 | + |
| 255 | + meta.timestamp = scan_steps[sweep_step_read_ptr].schedule_time |
| 256 | + |
| 257 | + try: |
| 258 | + timestamp = time.time() |
| 259 | + device.pybladerf_sync_rx(buffer, samples_per_scan, meta, 0) |
| 260 | + queue.put({ |
| 261 | + 'start_frequency': scan_steps[sweep_step_read_ptr].frequency, |
| 262 | + 'stop_frequency': scan_steps[sweep_step_read_ptr].frequency + sample_rate, |
| 263 | + 'raw_iq': (buffer - buffer.mean()) * window, |
| 264 | + 'timestamp': timestamp, |
| 265 | + }) |
| 266 | + |
| 267 | + sweep_step_read_ptr = (sweep_step_read_ptr + 1) % 8 |
| 268 | + |
| 269 | + quick_tunes[tune_step][1].rffe_profile = free_rffe_profile |
| 270 | + device.pybladerf_schedule_retune(formated_channel, schedule_timestamp, 0, quick_tunes[tune_step][1]) |
| 271 | + |
| 272 | + scan_steps[sweep_step_write_ptr].frequency = quick_tunes[tune_step][0] |
| 273 | + scan_steps[sweep_step_write_ptr].schedule_time = schedule_timestamp + await_time |
| 274 | + sweep_step_write_ptr = (sweep_step_write_ptr + 1) % 8 |
| 275 | + |
| 276 | + free_rffe_profile = (free_rffe_profile + 1) % rffe_profiles |
| 277 | + schedule_timestamp += await_time + samples_per_scan |
| 278 | + tune_step = (tune_step + 1) % tune_steps |
| 279 | + |
| 280 | + accepted_samples += samples_per_scan |
| 281 | + |
| 282 | + except pybladerf.PYBLADERF_ERR_TIME_PAST: |
| 283 | + sys.stderr.write("Timestamp is in the past, restarting...\n") |
| 284 | + |
| 285 | + tune_step = 0 |
| 286 | + free_rffe_profile = 0 |
| 287 | + sweep_step_read_ptr = 0 |
| 288 | + sweep_step_write_ptr = 0 |
| 289 | + |
| 290 | + schedule_timestamp = device.pybladerf_get_timestamp(pybladerf.pybladerf_direction.PYBLADERF_RX) + time_1ms * 150 |
| 291 | + |
| 292 | + for i in range(8): |
| 293 | + quick_tunes[tune_step][1].rffe_profile = free_rffe_profile |
| 294 | + device.pybladerf_schedule_retune(formated_channel, schedule_timestamp, 0, quick_tunes[tune_step][1]) |
| 295 | + |
| 296 | + scan_steps[sweep_step_write_ptr].frequency = quick_tunes[tune_step][0] |
| 297 | + scan_steps[sweep_step_write_ptr].schedule_time = schedule_timestamp + await_time |
| 298 | + sweep_step_write_ptr = (sweep_step_write_ptr + 1) % 8 |
| 299 | + |
| 300 | + free_rffe_profile = (free_rffe_profile + 1) % rffe_profiles |
| 301 | + schedule_timestamp += await_time + samples_per_scan |
| 302 | + tune_step = (tune_step + 1) % tune_steps |
| 303 | + continue |
| 304 | + |
| 305 | + except pybladerf.PYBLADERF_ERR as ex: |
| 306 | + sys.stderr.write("pybladerf_sync_rx() failed: %s %d", cbladerf.bladerf_strerror(ex.code), ex.code) |
| 307 | + working_sdrs[device_id].store(0) |
| 308 | + break |
| 309 | + |
| 310 | + time_now = time.time() |
| 311 | + time_difference = time_now - time_prev |
| 312 | + if time_difference >= 1.0: |
| 313 | + if print_to_console: |
| 314 | + sweep_rate = sweep_count / (time_now - time_start) |
| 315 | + sys.stderr.write(f'{sweep_count} total sweeps completed, {round(sweep_rate, 2)} sweeps/second\n') |
| 316 | + |
| 317 | + if accepted_samples == 0: |
| 318 | + if print_to_console: |
| 319 | + sys.stderr.write("Couldn\'t transfer any data for one second.\n") |
| 320 | + break |
| 321 | + |
| 322 | + accepted_samples = 0 |
| 323 | + time_prev = time_now |
| 324 | + |
| 325 | + if print_to_console: |
| 326 | + if not working_sdrs[device_id].load(): |
| 327 | + sys.stderr.write('\nExiting...\n') |
| 328 | + else: |
| 329 | + sys.stderr.write('\nExiting... [ pybladerf streaming stopped ]\n') |
| 330 | + |
| 331 | + working_sdrs[device_id].store(0) |
| 332 | + sdr_ids.pop(device.serialno, None) |
| 333 | + |
| 334 | + time_now = time.time() |
| 335 | + time_difference = time_now - time_prev |
| 336 | + if sweep_rate == 0 and time_difference > 0: |
| 337 | + sweep_rate = sweep_count / (time_now - time_start) |
| 338 | + |
| 339 | + if print_to_console: |
| 340 | + sys.stderr.write(f'Total sweeps: {sweep_count} in {time_now - time_start:.5f} seconds ({sweep_rate :.2f} sweeps/second)\n') |
| 341 | + |
| 342 | + if antenna_enable: |
| 343 | + try: |
| 344 | + device.pybladerf_set_bias_tee(formated_channel, False) |
| 345 | + except Exception as ex: |
| 346 | + sys.stderr.write(f'{ex}\n') |
| 347 | + |
| 348 | + try: |
| 349 | + device.pybladerf_enable_module(formated_channel, False) |
| 350 | + except Exception as ex: |
| 351 | + sys.stderr.write(f'{ex}\n') |
| 352 | + |
| 353 | + try: |
| 354 | + device.pybladerf_close() |
| 355 | + if print_to_console: |
| 356 | + sys.stderr.write('pybladerf_close() done\n') |
| 357 | + except Exception as ex: |
| 358 | + sys.stderr.write(f'{ex}\n') |
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