做彩票网站,东莞个人做网站,如何建设一个查询网站,seo是啥目录 引言机器人仿真环境准备代码实现1. 导入库2. 设置参数3. 日志配置4. OPC UA通信5. 备份旧CSV文件6. 主函数 总结 引言 OPC UA#xff08;Open Platform Communications Unified Architecture#xff09;是一种跨平台的、开放的数据交换标准#xff0c;常用于工业自动化… 目录 引言机器人仿真环境准备代码实现1. 导入库2. 设置参数3. 日志配置4. OPC UA通信5. 备份旧CSV文件6. 主函数 总结 引言 OPC UAOpen Platform Communications Unified Architecture是一种跨平台的、开放的数据交换标准常用于工业自动化领域。Python因其易用性和丰富的库支持成为实现OPC UA通信的不错选择。本文将介绍如何使用Python进行OPC UA通信并实时记录从FANUC机器人获取的数据。
机器人仿真 FANUC机器人可以使用官方软件RoboGuide进行机器人仿真启动后默认OPC UA地址为127.0.0.1:4880/FANUC/NanoUaServer。
环境准备
Python 3.5opcua库用于实现OPC UA通信logging库用于记录日志
安装opcua库
pip install opcua代码实现
1. 导入库
import csv
from datetime import datetime
import logging
import os
import shutil
import time
from typing import List
from opcua.common.node import Node
from opcua import Client, ua2. 设置参数
SERVER_URL opc.tcp://127.0.0.1:4880/FANUC/NanoUaServer
CSV_FILENAME fanuc_opcua_data.csv
FAUNC_LOG fanuc.log
LOG_DIR log
BACKUP_DIR backup3. 日志配置
def getLogger(filename: str):if not os.path.exists(LOG_DIR):os.makedirs(LOG_DIR)logger logging.Logger(filename[:-4].upper(), logging.INFO)formatter logging.Formatter(%(asctime)s - %(name)s - %(levelname)s %(message)s)fh logging.FileHandler(LOG_DIR / filename, encodingutf-8, modea)fh.setFormatter(formatter)ch logging.StreamHandler()ch.setFormatter(formatter)logger.addHandler(fh)logger.addHandler(ch)return loggerLOGGER getLogger(FAUNC_LOG)4. OPC UA通信
连接到服务器
def connect_to_server(url):client Client(url)client.connect()return client获取根节点和对象节点
def get_root_node(client: Client):return client.get_root_node()
def get_objects_node(client: Client):return client.get_objects_node()遍历所有子节点并返回变量节点的路径和数值
def get_variables(node: Node, path):variables {}children: List[Node] node.get_children()for child in children:try:name: ua.QualifiedName child.get_browse_name()new_path f{path}/{name.Name}if child.get_node_class() ua.NodeClass.Variable:value child.get_value()if isinstance(value, list):value ,.join(str(x) for x in value)if isinstance(value, str):value value.replace(\n, \\n).replace(,, )variables[new_path] valueelse:variables.update(get_variables(child, new_path))except Exception as e:LOGGER.error(fError fetching variable: {new_path}, Error: {e})return variables5. 备份旧CSV文件
def backup_csv_file(filename):if not os.path.exists(BACKUP_DIR):os.makedirs(BACKUP_DIR)if os.path.exists(filename):modification_time os.path.getmtime(filename)modification_time_str datetime.fromtimestamp(modification_time).strftime(%Y%m%d%H%M%S)new_filename f{BACKUP_DIR}/{filename}_{modification_time_str}try:shutil.move(filename, new_filename)LOGGER.info(f文件已移动到 {new_filename})except Exception as e:LOGGER.error(f移动文件出错: {new_filename}, Error: {e})6. 主函数
if __name__ __main__:try:client connect_to_server(SERVER_URL)root_node get_root_node(client)objects_node get_objects_node(client)backup_csv_file(CSV_FILENAME)with open(CSV_FILENAME, modew, newline) as csvfile:num 0while True:variables get_variables(objects_node)if num 1:writer csv.DictWriter(csvfile, fieldnamesvariables.keys())writer.writeheader()writer.writerow(variables)csvfile.flush()num 1LOGGER.info(数据记录: str(num))time.sleep(1)except KeyboardInterrupt:print(程序被用户中断)finally:client.disconnect()记录数据预览
总结 本文介绍了如何使用Python进行OPC UA通信并实时记录从FANUC机器人获取的数据。通过使用opcua库我们可以轻松地连接到OPC UA 完整代码
import csv
from datetime import datetime
import logging
import os
import shutil
import time
from typing import List
from opcua.common.node import Node
from opcua import Client, ua# OPC UA服务器的URL
SERVER_URL opc.tcp://127.0.0.1:4880/FANUC/NanoUaServer
# CSV文件名
CSV_FILENAME fanuc_opcua_data.csv
# 日志文件
FAUNC_LOG fanuc.log
# 文件夹
LOG_DIR log
BACKUP_DIR backupdef getLogger(filename: str):if not os.path.exists(LOG_DIR):os.makedirs(LOG_DIR)logger logging.Logger(filename[:-4].upper(), logging.INFO)formatter logging.Formatter(%(asctime)s - %(name)s - %(levelname)s %(message)s)fh logging.FileHandler(LOG_DIR / filename, encodingutf-8, modea)fh.setFormatter(formatter)ch logging.StreamHandler()ch.setFormatter(formatter)logger.addHandler(fh)logger.addHandler(ch)return loggerLOGGER getLogger(FAUNC_LOG)
def connect_to_server(url):创建客户端实例并连接到服务端client Client(url)client.connect()return clientdef get_root_node(client: Client):获取服务器命名空间中的根节点return client.get_root_node()def get_objects_node(client: Client):获取服务器的对象节点return client.get_objects_node()def get_variables(node: Node, path):遍历所有子节点并返回变量节点的路径和数值variables {}children: List[Node] node.get_children()for child in children:try:name: ua.QualifiedName child.get_browse_name()new_path f{path}/{name.Name}if child.get_node_class() ua.NodeClass.Variable:value child.get_value()if isinstance(value, list):value ,.join(str(x) for x in value)if isinstance(value, str):value value.replace(\n, \\n).replace(,, )variables[new_path] valueelse:variables.update(get_variables(child, new_path))except Exception as e:LOGGER.error(fError fetching variable: {new_path}, Error: {e})return variablesdef backup_csv_file(filename):如果CSV文件已存在则备份if not os.path.exists(BACKUP_DIR):os.makedirs(BACKUP_DIR)if os.path.exists(filename):modification_time os.path.getmtime(filename)modification_time_str datetime.fromtimestamp(modification_time).strftime(%Y%m%d%H%M%S)new_filename f{BACKUP_DIR}/{filename}_{modification_time_str}try:shutil.move(filename, new_filename)LOGGER.info(f文件已移动到 {new_filename})except Exception as e:LOGGER.error(f移动文件出错: {new_filename}, Error: {e})if __name__ __main__:try:client connect_to_server(SERVER_URL)root_node get_root_node(client)objects_node get_objects_node(client)backup_csv_file(CSV_FILENAME)with open(CSV_FILENAME, modew, newline) as csvfile:num 0while True:variables get_variables(objects_node)if num 1:writer csv.DictWriter(csvfile, fieldnamesvariables.keys())writer.writeheader()writer.writerow(variables)csvfile.flush()num 1LOGGER.info(数据记录: str(num))time.sleep(1)except KeyboardInterrupt:print(程序被用户中断)finally:client.disconnect()
