转向从机型配置文件获取参数

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2025-01-14 14:14:33 +08:00
parent 137122947c
commit 0e67a2831c
25 changed files with 524877 additions and 203 deletions

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from time import sleep, time, strftime, localtime
from sys import argv
from os import mkdir
from paramiko import SSHClient, AutoAddPolicy
from json import loads
from openpyxl import load_workbook
from pandas import DataFrame, concat
from commons import clibs
tab_name = clibs.tab_names['at']
logger = clibs.log_prod
def check_files(path, loadsel, data_dirs, data_files, w2t):
if len(data_dirs) != 0 or len(data_files) != 5:
w2t('初始路径下不允许有文件夹,且初始路径下只能存在如下五个文件,确认后重新运行!', 0, 0, 'red', tab_name)
w2t(' 1. configs.xlsx\n 2. reach33/reach66/reach100_xxxx.xlsx\n 3. xxxx.zip', 0, 1, 'red', tab_name)
config_file = reach33 = reach66 = reach100 = prj_file = None
for data_file in data_files:
filename = data_file.split('\\')[-1]
if filename == 'configs.xlsx':
config_file = data_file
elif filename.startswith('reach33_') and filename.endswith('.xlsx'):
reach33 = data_file
elif filename.startswith('reach66_') and filename.endswith('.xlsx'):
reach66 = data_file
elif filename.startswith('reach100_') and filename.endswith('.xlsx'):
reach100 = data_file
elif filename.endswith('.zip'):
prj_file = data_file
else:
w2t('初始路径下不允许有文件夹,且初始路径下只能存在如下五个文件,确认后重新运行!', 0, 0, 'red', tab_name)
w2t(' 1. configs.xlsx\n 2. reach33/reach66/reach100_xxxx.xlsx\n 3. xxxx.zip', 0, 2, 'red', tab_name)
if config_file and reach33 and reach66 and reach100 and prj_file:
result_dirs = []
mkdir(f"{path}\\j1")
mkdir(f"{path}\\j2")
mkdir(f"{path}\\j3")
for _reach in ['reach33', 'reach66', 'reach100']:
for _load in [f'load{loadsel.removeprefix("tool")}']:
for _speed in ['speed33', 'speed66', 'speed100']:
dir_name = '_'.join([_reach, _load, _speed])
result_dirs.append(dir_name)
mkdir(f"{path}\\j1\\{dir_name}")
mkdir(f"{path}\\j2\\{dir_name}")
if _reach == 'reach100':
mkdir(f"{path}\\j3\\{dir_name}")
w2t("数据目录合规性检查结束,未发现问题......", 0, 0, 'blue', tab_name)
return config_file, reach33, reach66, reach100, prj_file, result_dirs
else:
w2t('初始路径下不允许有文件夹,且初始路径下只能存在如下五个文件,确认后重新运行!', 0, 0, 'red', tab_name)
w2t(' 1. configs.xlsx\n 2. reach33/reach66/reach100_xxxx.xlsx\n 3. xxxx.zip', 0, 1, 'red', tab_name)
def gen_result_file(path, curve_data, axis, _reach, _load, _speed, count):
_d2d_vel = {'hw_joint_vel_feedback': []}
_d2d_trq = {'device_servo_trq_feedback': []}
_d2d_stop = {'device_safety_estop': []}
for data in curve_data[-240:]: # 保留最后12s的数据
dict_results = data['data']
for item in dict_results:
try:
item['value'].reverse()
except KeyError:
continue
if item.get('channel', None) == axis-1 and item.get('name', None) == 'hw_joint_vel_feedback':
_d2d_vel['hw_joint_vel_feedback'].extend(item['value'])
elif item.get('channel', None) == axis-1 and item.get('name', None) == 'device_servo_trq_feedback':
_d2d_trq['device_servo_trq_feedback'].extend(item['value'])
elif item.get('channel', None) == 0 and item.get('name', None) == 'device_safety_estop':
_d2d_stop['device_safety_estop'].extend(item['value'])
df1 = DataFrame.from_dict(_d2d_vel)
df2 = DataFrame.from_dict(_d2d_trq)
df3 = DataFrame.from_dict(_d2d_stop)
df = concat([df1, df2, df3], axis=1)
_filename = f"{path}\\j{axis}\\reach{_reach}_load{_load}_speed{_speed}\\reach{_reach}_load{_load}_speed{_speed}_{count}.data"
df.to_csv(_filename, sep='\t', index=False)
def run_rl(path, loadsel, hr, md, config_file, result_dirs, w2t):
_count = 0
_total = 63
display_pdo_params = [
{"name": "hw_joint_vel_feedback", "channel": 0},
{"name": "hw_joint_vel_feedback", "channel": 1},
{"name": "hw_joint_vel_feedback", "channel": 2},
{"name": "hw_joint_vel_feedback", "channel": 3},
{"name": "hw_joint_vel_feedback", "channel": 4},
{"name": "hw_joint_vel_feedback", "channel": 5},
{"name": "device_servo_trq_feedback", "channel": 0},
{"name": "device_servo_trq_feedback", "channel": 1},
{"name": "device_servo_trq_feedback", "channel": 2},
{"name": "device_servo_trq_feedback", "channel": 3},
{"name": "device_servo_trq_feedback", "channel": 4},
{"name": "device_servo_trq_feedback", "channel": 5},
{"name": "device_safety_estop", "channel": 0},
]
wb = load_workbook(config_file, read_only=True)
ws = wb['Target']
write_diagnosis = float(ws.cell(row=3, column=10).value)
get_init_speed = float(ws.cell(row=4, column=10).value)
single_brake = str(ws.cell(row=5, column=10).value)
logger.info(f"write_diagnosis = {write_diagnosis}, get_init_speed = {get_init_speed}, single_brake = {single_brake}")
if ws.cell(row=1, column=1).value == 'positive':
md.write_pon(1)
elif ws.cell(row=1, column=1).value == 'negative':
md.write_pon(0)
else:
w2t("configs.xlsx中Target页面A1单元格填写不正确检查后重新运行...", 0, 111, 'red', tab_name)
clibs.execution('diagnosis.open', hr, w2t, tab_name, open=True, display_open=True)
clibs.execution('diagnosis.set_params', hr, w2t, tab_name, display_pdo_params=display_pdo_params)
for condition in result_dirs:
_reach = condition.split('_')[0].removeprefix('reach')
_load = condition.split('_')[1].removeprefix('load')
_speed = condition.split('_')[2].removeprefix('speed')
# for single condition test
_single_axis = 0
if single_brake != '0':
_total = 3
_single_axis = int(single_brake.split('-')[0])
if _reach != single_brake.split('-')[1] or _load != single_brake.split('-')[2] or _speed != single_brake.split('-')[3]:
continue
for axis in range(1, 4):
# for single condition test
if _single_axis != 0 and _single_axis != axis:
continue
md.write_axis(axis)
speed_max = 0
if axis == 3 and _reach != '100':
continue
w2t(f"-"*90, 0, 0, 'purple', tab_name)
for count in range(1, 4):
_count += 1
this_time = strftime("%Y-%m-%d %H:%M:%S", localtime(time()))
prj_path = 'target/_build/target.prj'
w2t(f"[{this_time} | {_count}/{_total}] 正在执行 {axis}{condition} 的第 {count} 次制动测试...", 0, 0, 'purple', tab_name)
# 1. 关闭诊断曲线,触发软急停,并解除,目的是让可能正在运行着的机器停下来,切手动模式并下电
md.trigger_estop()
md.reset_estop()
md.clear_alarm()
md.write_act(0)
sleep(write_diagnosis) # 软急停超差后等待写诊断时间可通过configs.xlsx配置
while count == 1:
# 2. 修改要执行的场景
ssh = SSHClient()
ssh.set_missing_host_key_policy(AutoAddPolicy())
ssh.connect(hostname=clibs.ip_addr, port=22, username='luoshi', password='luoshi2019')
if ws.cell(row=1, column=1).value == 'positive':
_rl_cmd = f"brake_E(j{axis}_{_reach}_p, j{axis}_{_reach}_n, p_speed, p_tool)"
elif ws.cell(row=1, column=1).value == 'negative':
_rl_cmd = f"brake_E(j{axis}_{_reach}_n, j{axis}_{_reach}_p, p_speed, p_tool)"
else:
w2t("configs.xlsx中Target页面A1单元格填写不正确检查后重新运行...", 0, 111, 'red', tab_name)
_rl_speed = f"VelSet {_speed}"
_rl_tool = f"tool p_tool = tool{loadsel.removeprefix('tool')}"
cmd = 'cd /home/luoshi/bin/controller/; '
cmd += 'sudo sed -i "/brake_E/d" projects/target/_build/brake/main.mod; '
cmd += f'sudo sed -i "/DONOTDELETE/i {_rl_cmd}" projects/target/_build/brake/main.mod; '
cmd += 'sudo sed -i "/VelSet/d" projects/target/_build/brake/main.mod; '
cmd += f'sudo sed -i "/MoveAbsJ/i {_rl_speed}" projects/target/_build/brake/main.mod; '
cmd += 'sudo sed -i "/tool p_tool/d" projects/target/_build/brake/main.mod; '
cmd += f'sudo sed -i "/VelSet/i {_rl_tool}" projects/target/_build/brake/main.mod; '
stdin, stdout, stderr = ssh.exec_command(cmd, get_pty=True)
stdin.write('luoshi2019' + '\n')
stdout.read().decode() # 需要read一下才能正常执行
stderr.read().decode()
# 3. reload工程后pp2main并且自动模式和上电最后运行程序
clibs.execution('overview.reload', hr, w2t, tab_name, prj_path=prj_path, tasks=['brake', 'stop0_related'])
clibs.execution('rl_task.pp_to_main', hr, w2t, tab_name, tasks=['brake', 'stop0_related'])
clibs.execution('state.switch_auto', hr, w2t, tab_name)
clibs.execution('state.switch_motor_on', hr, w2t, tab_name)
clibs.execution('rl_task.set_run_params', hr, w2t, tab_name, loop_mode=True, override=1.0)
clibs.execution('rl_task.run', hr, w2t, tab_name, tasks=['brake', 'stop0_related'])
_t_start = time()
while True:
if md.read_ready_to_go() == 1:
md.write_act(True)
break
else:
if (time() - _t_start) // 20 > 1:
w2t("20s内未收到机器人的运行信号需要确认RL程序编写正确并正常执行...", 0, 111, 'red', tab_name)
else:
sleep(1)
# 4. 找出最大速度传递给RL程序最后清除相关记录
sleep(get_init_speed+5) # 冗余5s指定时间后获取实际【正|负】方向的最大速度可通过configs.xlsx配置
clibs.execution('rl_task.stop', hr, w2t, tab_name, tasks=['brake'])
# 找出最大速度
_c_msg = hr.c_msg.copy()
_number = 0
for _msg in _c_msg:
if _number > get_init_speed*20: # 最开始回零点的时候,二轴速度可以达到最大值,实际摆动时,某一方向可能达不到
break
if 'diagnosis.result' in _msg:
_number += 1
dict_results = loads(_msg)['data']
for item in dict_results:
if item.get('channel', None) == axis-1 and item.get('name', None) == 'hw_joint_vel_feedback':
_ = clibs.RADIAN * sum(item['value']) / len(item['value'])
if ws.cell(row=1, column=1).value == 'positive':
speed_max = max(_, speed_max)
elif ws.cell(row=1, column=1).value == 'negative':
speed_max = min(_, speed_max)
logger.info(f"speed max = {speed_max}")
speed_max = abs(speed_max)
speed_target = float(ws.cell(row=3, column=axis+1).value) * float(_speed) / 100
if speed_max < speed_target*0.95 or speed_max > speed_target*1.05:
w2t(f"Axis: {axis}-{count} | Speed: {speed_max} | Shouldbe: {speed_target}", 0, 0, 'indigo', tab_name)
md.write_speed_max(speed_max)
hr.c_msg_xs.clear()
if len(hr.c_msg) > 270:
del hr.c_msg[270:]
if speed_max < 10:
md.clear_alarm()
w2t("未获取到正确的速度,即将重新获取...", 0, 0, 'red', tab_name)
continue
else:
break
# 5. 清除软急停重新运行程序并打开曲线发送继续运动信号当速度达到最大值时通过DO触发急停
md.reset_estop() # 其实没必要
md.clear_alarm()
# clibs.execution('overview.reload', hr, w2t, tab_name, prj_path=prj_path, tasks=['brake', 'stop0_related'])
clibs.execution('rl_task.pp_to_main', hr, w2t, tab_name, tasks=['brake', 'stop0_related'])
clibs.execution('state.switch_auto', hr, w2t, tab_name)
clibs.execution('state.switch_motor_on', hr, w2t, tab_name)
clibs.execution('rl_task.run', hr, w2t, tab_name, tasks=['brake', 'stop0_related'])
for i in range(3):
if md.read_ready_to_go() == 1:
md.write_act(1)
break
else:
sleep(1)
else:
w2t("未收到机器人的运行信号需要确认RL程序编写正确并正常执行...", 0, 111, 'red', tab_name)
sleep(10) # 排除从其他位姿到零点位姿,再到轴极限位姿的时间
md.write_probe(1)
_t_start = time()
while True:
if md.read_brake_done() == 1:
sleep(4) # 保证速度归零
md.write_probe(0)
break
else:
if (time() - _t_start) > 30:
w2t(f"30s内未触发急停该条数据无效需要确认RL/Python程序编写正确并正常执行或者判别是否是机器本体问题比如正负方向速度是否一致...", 0, 0, 'red', tab_name)
md.write_probe(0)
break
else:
sleep(1)
# 6. 保留数据并处理输出
curve_data = []
_c_msg = hr.c_msg.copy()
for _msg in _c_msg:
if 'diagnosis.result' in _msg:
curve_data.insert(0, loads(_msg))
else:
hr.c_msg_xs.clear()
if len(hr.c_msg) > 270:
del hr.c_msg[270:]
gen_result_file(path, curve_data, axis, _reach, _load, _speed, count)
else:
w2t(f"\n{loadsel.removeprefix('tool')}%负载的制动性能测试执行完毕,如需采集其他负载,须切换负载类型,并更换其他负载,重新执行。", 0, 0, 'green', tab_name)
def main(path, hr, md, loadsel, w2t):
_s_time = time()
data_dirs, data_files = clibs.traversal_files(path, w2t)
config_file, reach33, reach66, reach100, prj_file, result_dirs = check_files(path, loadsel, data_dirs, data_files, w2t)
clibs.prj_to_xcore(prj_file)
run_rl(path, loadsel, hr, md, config_file, result_dirs, w2t)
_e_time = time()
time_total = _e_time - _s_time
w2t(f"处理总时长:{time_total // 3600:02.0f} h {time_total % 3600 // 60:02.0f} m {time_total % 60:02.0f} s", 0, 0, 'green', tab_name)
if __name__ == '__main__':
main(*argv[1:])