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Upload core/sensel_lib/board.py with huggingface_hub

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  1. core/sensel_lib/board.py +224 -0
core/sensel_lib/board.py ADDED
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+ import time
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+ import numpy as np
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+ import multiprocessing as mp
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+ import compress_pickle
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+ try:
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+ from core.sensel_lib import sensel
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+ from core.sensel_lib.frame_data import FrameData
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+ from core.sensel_lib.frame_data import ContactData
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+ except:
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+ import sensel
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+ from frame_data import FrameData
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+ from frame_data import ContactData
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+ import _thread
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+
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+ def compress_dump_to_file(data, filename):
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+ with open(filename, 'wb') as f:
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+ compress_pickle.dump(data, f)
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+
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+ def save_frame(q_frames, q_insts, save_frame_filename):
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+ MAX_FRAME_SIZE = 1000
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+ segment = 0
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+ frames = []
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+ save_frame_filename = f"{save_frame_filename.split(".gz")[0]}"
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+ current_dump_process = None
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+ try:
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+ while True:
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+ if not q_frames.empty():
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+ frame = q_frames.get()
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+ frames.append(frame)
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+ if len(frames) >= MAX_FRAME_SIZE:
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+ to_save_frames = frames
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+ current_dump_process = mp.Process(target=compress_dump_to_file, args=(to_save_frames, f"{save_frame_filename}_{segment}.gz")).start()
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+ frames = []
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+ segment += 1
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+ if not q_insts.empty():
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+ inst = q_insts.get()
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+ if inst == "flush":
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+ # save_frame_file.flush()
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+ pass
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+ if inst == "stop":
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+ to_save_frames = frames
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+ current_dump_process = mp.Process(target=compress_dump_to_file, args=(to_save_frames, f"{save_frame_filename}_{segment}.gz")).start()
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+ segment = 0
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+ frames = []
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+ if inst == "close":
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+ # save_frame_file.close()
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+ if current_dump_process:
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+ current_dump_process.join()
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+ break
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+ if inst == "change_filename":
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+ frames = []
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+ segment = 0
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+ new_filename = q_insts.get()
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+ save_frame_filename = new_filename.split(".gz")[0]
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+ time.sleep(0.001)
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+ except:
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+ if current_dump_process:
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+ current_dump_process.join()
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+
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+ class Board():
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+ MAX_X = 230.0
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+ MAX_Y = 130.0
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+ FPS = 50
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+
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+ def __init__(self, save_filename=None, if_run=True, print_fps=True):
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+ self.save_frame_filename = f"{save_filename}" if save_filename else None
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+ self.is_recording = False
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+ self.if_run = if_run
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+ self.print_fps = print_fps
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+ self.frame_id = 0
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+ self.fps_cnt = 0
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+ self.fps_start_time = time.time()
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+ self._openSensel()
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+ self._initFrame()
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+ self.q_frames = mp.Queue() if self.save_frame_filename else None
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+ self.q_insts = mp.Queue() if self.save_frame_filename else None
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+ if self.save_frame_filename:
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+ self.save_frame_p = mp.Process(target=save_frame, args=(self.q_frames, self.q_insts, self.save_frame_filename))
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+ self.save_frame_p.start()
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+
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+ def stop(self):
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+ self.flush()
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+ self.q_insts.put("close")
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+ if self.save_frame_filename:
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+ self.save_frame_p.join()
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+ self.is_running = False
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+
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+ def start_record(self):
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+ self.is_recording = True
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+
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+ def stop_record(self):
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+ self.q_insts.put("stop")
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+ self.is_recording = False
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+
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+ def change_save_filename(self, save_filename):
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+ self.save_frame_filename = f"{save_filename}.gz"
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+ self.q_insts.put("change_filename")
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+ self.q_insts.put(self.save_frame_filename)
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+
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+ def _openSensel(self):
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+ handle = None
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+ (error, device_list) = sensel.getDeviceList()
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+ if device_list.num_devices != 0:
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+ (error, handle) = sensel.openDeviceByID(device_list.devices[0].idx)
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+ self.handle = handle
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+
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+ def _initFrame(self):
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+ (error, self.info) = sensel.getSensorInfo(self.handle)
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+ error = sensel.setFrameContent(self.handle, 0x0F)
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+ error = sensel.setContactsMask(self.handle, 0x0F)
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+ (error, frame) = sensel.allocateFrameData(self.handle)
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+ error = sensel.startScanning(self.handle)
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+ self._frame = frame
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+ self.frames = []
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+ self.updated = False
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+ if self.if_run:
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+ try:
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+ _thread.start_new_thread(self._run, ())
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+ except:
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+ print("Thread Error")
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+
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+ def _closeSensel(self):
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+ self.is_running = False
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+ error = sensel.freeFrameData(self.handle, self._frame)
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+ error = sensel.stopScanning(self.handle)
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+ error = sensel.close(self.handle)
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+
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+ def _sync(self):
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+ if len(self.frames) > 0:
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+ while ((int(time.time() * 1e6) - self.frames[-1].timestamp) * Board.FPS < 1):
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+ pass
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+
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+ def _run(self):
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+ self.is_running = True
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+ while (self.is_running):
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+ error = sensel.readSensor(self.handle)
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+ (error, num_frames) = sensel.getNumAvailableFrames(self.handle)
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+ for i in range(num_frames):
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+ self._sync()
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+ timestamp = int(time.time() * 1e6)
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+ error = sensel.getFrame(self.handle, self._frame)
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+ R = self.info.num_rows
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+ C = self.info.num_cols
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+ force_array = np.zeros((R, C))
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+ for r in range(R):
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+ force_array[r, :] = self._frame.force_array[r * C : (r + 1) * C]
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+ force_array *= 0.2
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+ frame = FrameData(force_array, timestamp)
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+
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+ for i in range(self._frame.n_contacts):
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+ c = self._frame.contacts[i]
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+ x = c.x_pos / Board.MAX_X
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+ y = c.y_pos / Board.MAX_Y
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+ 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)
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+ frame.append_contact(contact)
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+
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+ if self.save_frame_filename and self.is_recording:
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+ self.q_frames.put(frame)
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+ self.flush()
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+
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+ if self.print_fps:
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+ self._printFPS()
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+ self.frame_id += 1
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+ self.fps_cnt += 1
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+ self.updated = True
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+
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+ self._closeSensel()
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+
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+ def _printFPS(self, time_interval=1):
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+ if time.time() - self.fps_start_time > time_interval:
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+ print(f"Sensel FPS: {self.fps_cnt / (time.time() - self.fps_start_time)}")
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+ self.fps_start_time = time.time()
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+ self.fps_cnt = 0
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+
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+ def flush(self):
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+ self.q_insts.put("flush")
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+
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+ def getFrame(self):
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+ while (len(self.frames) == 0):
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+ time.sleep(0.001)
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+ return self.frames.pop(0)
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+
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+ def getNewFrame(self):
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+ while self.updated == False:
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+ time.sleep(0.001)
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+ self.updated = False
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+ return self.frames[-1]
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+
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+ def getFrameTime(self):
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+ if len(self.frames) >= 2:
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+ return round(self.frames[-1].timestamp - self.frames[-2].timestamp, 5)
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+ return 0
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+
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+ def setScanDetail(self, detail):
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+ error = sensel.setScanDetail(self.handle, detail)
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+
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+ def setMaxFrameRate(self, rate):
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+ error = sensel.setMaxFrameRate(self.handle, rate)
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+
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+ def getScanDetail(self):
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+ return sensel.getScanDetail(self.handle)
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+
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+ def getMaxFrameRate(self):
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+ return sensel.getMaxFrameRate(self.handle)
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+
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+
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+ if __name__ == "__main__":
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+ board = Board(if_run=True, save_filename="test")
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+
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+ # chagne board settings
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+
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+ # board.setScanDetail(1)
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+ # board.setMaxFrameRate(500)
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+ # print(board.getScanDetail())
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+ # print(board.getMaxFrameRate())
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+
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+ start_time = time.time()
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+ cnt = 0
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+ while time.time() - start_time < 10:
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+ time.sleep(0.1)
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+ print(time.time() - start_time)
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+ print("Done")
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+ board.stop()
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+ print("Stopped")