要将帧保存到 MySQL 数据库,需要使用 F# Deedle 库和 MySqlConnector 库。下面是一个示例代码:
open Deedle
open MySqlConnector
let saveFrameToMySQL (frame: Frame<_,_>) (tableName: string) =
let connectionString = "Server=localhost;Database=myDatabase;Uid=myUsername;Pwd=myPassword;" // 根据实际情况修改连接字符串
use connection = new MySqlConnection(connectionString)
connection.Open()
use command = new MySqlCommand()
command.Connection <- connection
// 创建表格
let createTableQuery = sprintf "CREATE TABLE IF NOT EXISTS %s (IndexColumn INT, KeyColumn VARCHAR(255), ValueColumn DOUBLE);" tableName
command.CommandText <- createTableQuery
command.ExecuteNonQuery()
// 插入数据
for row in frame.Rows do
let index = row.Key
let series = row.Value
for key, value in series do
let insertQuery = sprintf "INSERT INTO %s (IndexColumn, KeyColumn, ValueColumn) VALUES (%d, '%s', %f);" tableName index key value
command.CommandText <- insertQuery
command.ExecuteNonQuery()
// 使用示例
let frame = Frame.ofColumns [ "A" => series [ 1 => 1.0; 2 => 2.0 ]
"B" => series [ 1 => 3.0; 2 => 4.0 ] ]
saveFrameToMySQL frame "MyTable"
请确保已安装 F# Deedle 和 MySqlConnector 库,并根据实际情况修改连接字符串。此示例代码创建了一个名为 MyTable
的表格,然后将帧的索引、键和值插入到表格中。