lua读取data.log文件,将ACK的电压读取出来,并保留两位小数存入table中,求其平均值,最大值,最小值,标准差,将这4个的值写入任意路径的xxx.csv中,xxx.csv要包含(Index,Type,Value,Time)表头,
时间: 2024-04-24 09:25:46 浏览: 175
根据csv文件的路径把该文件转换为datatable
你可以使用Lua的文件操作函数和字符串处理函数来读取data.log文件中的ACK电压,并将结果写入一个csv文件中。以下是一个示例代码:
```lua
-- 读取data.log文件
local file = io.open("data.log", "r")
if not file then
print("无法打开文件")
return
end
-- 存储ACK电压的table
local voltages = {}
-- 逐行读取文件
for line in file:lines() do
-- 提取ACK电压
local voltage = line:match("ACK voltage: (%d+%.%d+)")
if voltage then
table.insert(voltages, tonumber(string.format("%.2f", voltage)))
end
end
file:close()
-- 计算平均值、最大值、最小值、标准差
local sum = 0
local min = math.huge
local max = -math.huge
for _, v in ipairs(voltages) do
sum = sum + v
if v < min then
min = v
end
if v > max then
max = v
end
end
local average = sum / #voltages
local varianceSum = 0
for _, v in ipairs(voltages) do
varianceSum = varianceSum + (v - average)^2
end
local standardDeviation = math.sqrt(varianceSum / #voltages)
-- 写入csv文件
local csvFile = io.open("xxx.csv", "w")
if not csvFile then
print("无法创建csv文件")
return
end
-- 写入表头
csvFile:write("Index,Type,Value,Time\n")
-- 写入数据
for i, v in ipairs(voltages) do
csvFile:write(i .. ",ACK," .. v .. ",\n")
end
-- 写入统计结果
csvFile:write("Average,,," .. average .. "\n")
csvFile:write("Min,,," .. min .. "\n")
csvFile:write("Max,,," .. max .. "\n")
csvFile:write("Standard Deviation,,," .. standardDeviation .. "\n")
csvFile:close()
print("数据已写入xxx.csv文件")
```
请确保将data.log文件放置在与Lua脚本相同的目录下,并将"xxx.csv"替换为你所需的任意路径。这段代码会逐行读取data.log文件,提取出ACK电压并存入一个table中。然后,使用这些数据计算平均值、最大值、最小值和标准差,并将结果写入xxx.csv文件中,同时包含了所需的表头。最后会输出"数据已写入xxx.csv文件"的提示。
阅读全文