Upload core/sensel_lib/board.py with huggingface_hub
Browse files- core/sensel_lib/board.py +224 -0
core/sensel_lib/board.py
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| 1 |
+
import time
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| 2 |
+
import numpy as np
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| 3 |
+
import multiprocessing as mp
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| 4 |
+
import compress_pickle
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| 5 |
+
try:
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| 6 |
+
from core.sensel_lib import sensel
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| 7 |
+
from core.sensel_lib.frame_data import FrameData
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| 8 |
+
from core.sensel_lib.frame_data import ContactData
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| 9 |
+
except:
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| 10 |
+
import sensel
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| 11 |
+
from frame_data import FrameData
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| 12 |
+
from frame_data import ContactData
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| 13 |
+
import _thread
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| 14 |
+
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| 15 |
+
def compress_dump_to_file(data, filename):
|
| 16 |
+
with open(filename, 'wb') as f:
|
| 17 |
+
compress_pickle.dump(data, f)
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| 18 |
+
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| 19 |
+
def save_frame(q_frames, q_insts, save_frame_filename):
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| 20 |
+
MAX_FRAME_SIZE = 1000
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| 21 |
+
segment = 0
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| 22 |
+
frames = []
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| 23 |
+
save_frame_filename = f"{save_frame_filename.split(".gz")[0]}"
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| 24 |
+
current_dump_process = None
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| 25 |
+
try:
|
| 26 |
+
while True:
|
| 27 |
+
if not q_frames.empty():
|
| 28 |
+
frame = q_frames.get()
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| 29 |
+
frames.append(frame)
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| 30 |
+
if len(frames) >= MAX_FRAME_SIZE:
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| 31 |
+
to_save_frames = frames
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| 32 |
+
current_dump_process = mp.Process(target=compress_dump_to_file, args=(to_save_frames, f"{save_frame_filename}_{segment}.gz")).start()
|
| 33 |
+
frames = []
|
| 34 |
+
segment += 1
|
| 35 |
+
if not q_insts.empty():
|
| 36 |
+
inst = q_insts.get()
|
| 37 |
+
if inst == "flush":
|
| 38 |
+
# save_frame_file.flush()
|
| 39 |
+
pass
|
| 40 |
+
if inst == "stop":
|
| 41 |
+
to_save_frames = frames
|
| 42 |
+
current_dump_process = mp.Process(target=compress_dump_to_file, args=(to_save_frames, f"{save_frame_filename}_{segment}.gz")).start()
|
| 43 |
+
segment = 0
|
| 44 |
+
frames = []
|
| 45 |
+
if inst == "close":
|
| 46 |
+
# save_frame_file.close()
|
| 47 |
+
if current_dump_process:
|
| 48 |
+
current_dump_process.join()
|
| 49 |
+
break
|
| 50 |
+
if inst == "change_filename":
|
| 51 |
+
frames = []
|
| 52 |
+
segment = 0
|
| 53 |
+
new_filename = q_insts.get()
|
| 54 |
+
save_frame_filename = new_filename.split(".gz")[0]
|
| 55 |
+
time.sleep(0.001)
|
| 56 |
+
except:
|
| 57 |
+
if current_dump_process:
|
| 58 |
+
current_dump_process.join()
|
| 59 |
+
|
| 60 |
+
class Board():
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| 61 |
+
MAX_X = 230.0
|
| 62 |
+
MAX_Y = 130.0
|
| 63 |
+
FPS = 50
|
| 64 |
+
|
| 65 |
+
def __init__(self, save_filename=None, if_run=True, print_fps=True):
|
| 66 |
+
self.save_frame_filename = f"{save_filename}" if save_filename else None
|
| 67 |
+
self.is_recording = False
|
| 68 |
+
self.if_run = if_run
|
| 69 |
+
self.print_fps = print_fps
|
| 70 |
+
self.frame_id = 0
|
| 71 |
+
self.fps_cnt = 0
|
| 72 |
+
self.fps_start_time = time.time()
|
| 73 |
+
self._openSensel()
|
| 74 |
+
self._initFrame()
|
| 75 |
+
self.q_frames = mp.Queue() if self.save_frame_filename else None
|
| 76 |
+
self.q_insts = mp.Queue() if self.save_frame_filename else None
|
| 77 |
+
if self.save_frame_filename:
|
| 78 |
+
self.save_frame_p = mp.Process(target=save_frame, args=(self.q_frames, self.q_insts, self.save_frame_filename))
|
| 79 |
+
self.save_frame_p.start()
|
| 80 |
+
|
| 81 |
+
def stop(self):
|
| 82 |
+
self.flush()
|
| 83 |
+
self.q_insts.put("close")
|
| 84 |
+
if self.save_frame_filename:
|
| 85 |
+
self.save_frame_p.join()
|
| 86 |
+
self.is_running = False
|
| 87 |
+
|
| 88 |
+
def start_record(self):
|
| 89 |
+
self.is_recording = True
|
| 90 |
+
|
| 91 |
+
def stop_record(self):
|
| 92 |
+
self.q_insts.put("stop")
|
| 93 |
+
self.is_recording = False
|
| 94 |
+
|
| 95 |
+
def change_save_filename(self, save_filename):
|
| 96 |
+
self.save_frame_filename = f"{save_filename}.gz"
|
| 97 |
+
self.q_insts.put("change_filename")
|
| 98 |
+
self.q_insts.put(self.save_frame_filename)
|
| 99 |
+
|
| 100 |
+
def _openSensel(self):
|
| 101 |
+
handle = None
|
| 102 |
+
(error, device_list) = sensel.getDeviceList()
|
| 103 |
+
if device_list.num_devices != 0:
|
| 104 |
+
(error, handle) = sensel.openDeviceByID(device_list.devices[0].idx)
|
| 105 |
+
self.handle = handle
|
| 106 |
+
|
| 107 |
+
def _initFrame(self):
|
| 108 |
+
(error, self.info) = sensel.getSensorInfo(self.handle)
|
| 109 |
+
error = sensel.setFrameContent(self.handle, 0x0F)
|
| 110 |
+
error = sensel.setContactsMask(self.handle, 0x0F)
|
| 111 |
+
(error, frame) = sensel.allocateFrameData(self.handle)
|
| 112 |
+
error = sensel.startScanning(self.handle)
|
| 113 |
+
self._frame = frame
|
| 114 |
+
self.frames = []
|
| 115 |
+
self.updated = False
|
| 116 |
+
if self.if_run:
|
| 117 |
+
try:
|
| 118 |
+
_thread.start_new_thread(self._run, ())
|
| 119 |
+
except:
|
| 120 |
+
print("Thread Error")
|
| 121 |
+
|
| 122 |
+
def _closeSensel(self):
|
| 123 |
+
self.is_running = False
|
| 124 |
+
error = sensel.freeFrameData(self.handle, self._frame)
|
| 125 |
+
error = sensel.stopScanning(self.handle)
|
| 126 |
+
error = sensel.close(self.handle)
|
| 127 |
+
|
| 128 |
+
def _sync(self):
|
| 129 |
+
if len(self.frames) > 0:
|
| 130 |
+
while ((int(time.time() * 1e6) - self.frames[-1].timestamp) * Board.FPS < 1):
|
| 131 |
+
pass
|
| 132 |
+
|
| 133 |
+
def _run(self):
|
| 134 |
+
self.is_running = True
|
| 135 |
+
while (self.is_running):
|
| 136 |
+
error = sensel.readSensor(self.handle)
|
| 137 |
+
(error, num_frames) = sensel.getNumAvailableFrames(self.handle)
|
| 138 |
+
for i in range(num_frames):
|
| 139 |
+
self._sync()
|
| 140 |
+
timestamp = int(time.time() * 1e6)
|
| 141 |
+
error = sensel.getFrame(self.handle, self._frame)
|
| 142 |
+
R = self.info.num_rows
|
| 143 |
+
C = self.info.num_cols
|
| 144 |
+
force_array = np.zeros((R, C))
|
| 145 |
+
for r in range(R):
|
| 146 |
+
force_array[r, :] = self._frame.force_array[r * C : (r + 1) * C]
|
| 147 |
+
force_array *= 0.2
|
| 148 |
+
frame = FrameData(force_array, timestamp)
|
| 149 |
+
|
| 150 |
+
for i in range(self._frame.n_contacts):
|
| 151 |
+
c = self._frame.contacts[i]
|
| 152 |
+
x = c.x_pos / Board.MAX_X
|
| 153 |
+
y = c.y_pos / Board.MAX_Y
|
| 154 |
+
contact = ContactData(c.id, c.state, x, y, c.area, c.total_force, c.major_axis, c.minor_axis, c.delta_x, c.delta_y, c.delta_force, c.delta_area, 0, self.frame_id)
|
| 155 |
+
frame.append_contact(contact)
|
| 156 |
+
|
| 157 |
+
if self.save_frame_filename and self.is_recording:
|
| 158 |
+
self.q_frames.put(frame)
|
| 159 |
+
self.flush()
|
| 160 |
+
|
| 161 |
+
if self.print_fps:
|
| 162 |
+
self._printFPS()
|
| 163 |
+
self.frame_id += 1
|
| 164 |
+
self.fps_cnt += 1
|
| 165 |
+
self.updated = True
|
| 166 |
+
|
| 167 |
+
self._closeSensel()
|
| 168 |
+
|
| 169 |
+
def _printFPS(self, time_interval=1):
|
| 170 |
+
if time.time() - self.fps_start_time > time_interval:
|
| 171 |
+
print(f"Sensel FPS: {self.fps_cnt / (time.time() - self.fps_start_time)}")
|
| 172 |
+
self.fps_start_time = time.time()
|
| 173 |
+
self.fps_cnt = 0
|
| 174 |
+
|
| 175 |
+
def flush(self):
|
| 176 |
+
self.q_insts.put("flush")
|
| 177 |
+
|
| 178 |
+
def getFrame(self):
|
| 179 |
+
while (len(self.frames) == 0):
|
| 180 |
+
time.sleep(0.001)
|
| 181 |
+
return self.frames.pop(0)
|
| 182 |
+
|
| 183 |
+
def getNewFrame(self):
|
| 184 |
+
while self.updated == False:
|
| 185 |
+
time.sleep(0.001)
|
| 186 |
+
self.updated = False
|
| 187 |
+
return self.frames[-1]
|
| 188 |
+
|
| 189 |
+
def getFrameTime(self):
|
| 190 |
+
if len(self.frames) >= 2:
|
| 191 |
+
return round(self.frames[-1].timestamp - self.frames[-2].timestamp, 5)
|
| 192 |
+
return 0
|
| 193 |
+
|
| 194 |
+
def setScanDetail(self, detail):
|
| 195 |
+
error = sensel.setScanDetail(self.handle, detail)
|
| 196 |
+
|
| 197 |
+
def setMaxFrameRate(self, rate):
|
| 198 |
+
error = sensel.setMaxFrameRate(self.handle, rate)
|
| 199 |
+
|
| 200 |
+
def getScanDetail(self):
|
| 201 |
+
return sensel.getScanDetail(self.handle)
|
| 202 |
+
|
| 203 |
+
def getMaxFrameRate(self):
|
| 204 |
+
return sensel.getMaxFrameRate(self.handle)
|
| 205 |
+
|
| 206 |
+
|
| 207 |
+
if __name__ == "__main__":
|
| 208 |
+
board = Board(if_run=True, save_filename="test")
|
| 209 |
+
|
| 210 |
+
# chagne board settings
|
| 211 |
+
|
| 212 |
+
# board.setScanDetail(1)
|
| 213 |
+
# board.setMaxFrameRate(500)
|
| 214 |
+
# print(board.getScanDetail())
|
| 215 |
+
# print(board.getMaxFrameRate())
|
| 216 |
+
|
| 217 |
+
start_time = time.time()
|
| 218 |
+
cnt = 0
|
| 219 |
+
while time.time() - start_time < 10:
|
| 220 |
+
time.sleep(0.1)
|
| 221 |
+
print(time.time() - start_time)
|
| 222 |
+
print("Done")
|
| 223 |
+
board.stop()
|
| 224 |
+
print("Stopped")
|