编写VBA爬虫程序的基本步骤如下:
准备工作
打开Excel的“开发工具”选项卡。如果未显示,可以通过“文件”>“选项”>“自定义功能区”勾选“开发工具”来添加。
引用必要的库,包括`Microsoft XML, v6.0`、`Microsoft Internet Controls`和`Microsoft HTML Object Library`。
创建HTTP请求
使用`MSXML2.XMLHTTP`对象发送GET请求获取网页内容。例如:
```vba
Sub GetWebData()
Dim http As Object
Set http = CreateObject("MSXML2.XMLHTTP")
http.Open "GET", "http://example.com", False
http.send
Debug.Print http.responseText
End Sub
```
解析HTML内容
使用正则表达式或HTML解析引擎提取所需数据。例如,使用正则表达式提取数据:
```vba
Function ExtractData(html As String) As String
Dim regex As Object
Set regex = CreateObject("VBScript.RegExp")
regex.Pattern = "你的正则表达式"
regex.Global = True
Set matches = regex.Execute(html)
If matches.Count > 0 Then
ExtractData = matches(0).SubMatches(0)
End If
End Function
```
或者使用`HTMLFile`对象解析HTML:
```vba
Private Function ParseHTML(html As String, selector As String) As Collection
Dim doc As Object
Set doc = CreateObject("HTMLFile")
doc.LoadHTML(html)
' 使用XPath或DOM方法提取数据
' 例如,提取所有链接:
Dim links As Collection
Set links = doc.getElementsByTagName("a")
' 处理链接
End Function
```
数据提取与处理
根据网页结构,使用正则表达式或XPath提取具体数据。例如,从网页标题中提取信息:
```vba
Sub 爬取网页标题()
Dim http As Object
Dim html As Object
Dim title As String
Dim ws As Worksheet
Set ws = ThisWorkbook.Sheets.Add
ws.Name = "爬取的数据"
Set http = CreateObject("MSXML2.XMLHTTP")
http.Open "GET", "http://example.com", False
http.send
html = http.responseText
title = ExtractData(html)
ws.Cells(1, 1).Value = title
End Sub
```
反爬处理
设置请求头模拟浏览器,避免被网站封IP。例如:
```vba
http.setRequestHeader "User-Agent", "Mozilla/5.0"
```
控制请求频率,避免对网站造成过大压力。
数据导入与展示
将提取的数据导入Excel表格中,例如:
```vba
Sub GetTableData()
Dim tbl As Object
Set tbl = IE.document.getElementById("targetTable")
Dim row As Object
For Each row In tbl.rows
Dim cell As Object
For Each cell In row.cells
ws.Cells(row.rowIndex, cell.columnIndex).Value = cell.innerText
Next cell
Next row
End Sub
```
模拟登录与动态数据处理
如果需要登录或处理动态数据,可以使用`InternetExplorer`对象进行模拟操作:
```vba
Sub GetDynamicData()
Dim IE As Object
Set IE = CreateObject("InternetExplorer.Application")
IE.Visible = True
IE.navigate "http://example.com/login"
' 模拟登录操作
IE.document.getElementById("username").Value = "你的账号"
IE.document.getElementById("password").Value = "你的密码"
IE.document.getElementById("loginBtn").Click
' 等待页面加载完成
Do While IE.Busy Or IE.readyState = 4
DoEvents
Loop
' 数据采集
GetTableData
End Sub
```
以上是一个简单的VBA爬虫程序示例,涵盖了从发送HTTP请求到数据提取、导入Excel的基本流程。根据具体需求,可以进一步扩展和优化代码。