JRuby, ActiveRecord, JDBC to SQL Server

本文介绍了一种使用JRuby和ActiveRecord通过JDBC连接到SQL Server的方法,避免了复杂的ODBC配置过程。此方案仅需少量代码即可实现,并且便于进行单元测试。

JRuby, ActiveRecord, JDBC to SQL Server

I recently had to figure out a good way to export data in XML form from a SQL Server database. I searched high and low for a good ActiveRecord adapter written in pure Ruby to talk to SQL Server. Unfortunately, the setup and overhead to get the right ODBC driver, DSN configs, and all those funky libraries to work properly on any *Nix-based machine were adding up way too quickly and complicating matters. So back to the drawing board.

RESTful service from .NET – no

Way too much work for such a simple task that only runs but once a week. Beside anything Microsoft is my nemesis and I am not even going to put my toe in that water.

SQL Server bcp export – no.

The bottom line – writing code in your database is always bad news. Sure the bcp export is the quick and dirty, but it might be too quick and dirty. It can make upgrades and migrations almost impossible. Just think how difficult it would be to migrate from SQL Server to say MySQL if the use of the bcp utility compounds over time. More importantly, how do you test it?

JDBC – yes!

Really? I was kind of shocked to learn that Microsoft jumped on the Java bandwagon and wrote a JDBC adapter. Woo-hoo!  Wait…I don’t want to write a bunch of junky DAO’s in Java.

Enter – my good friends JRuby and ActiveRecord.

I can write sweet sugary Ruby code while utilizing the power of any or all of the existing Java libraries – which so happens to include JDBC!

So in order to glue this together it is quite simple.

  • First install JRuby, it’s simple and there are 2 million blog posts about how to do this, all you need is Java pre-installed on your machine. Download it here from here.
  • jruby> gem install activerecord
  • jruby> gem install activerecord-jdbc-adapter
  • Download the SQL Server JDBC driver JAR, I recommend getting version 2 or higher
  • activerecord-jdbc-adapter is a nifty JRuby specific gem that acts as an adapter for ActiveRecord to speak JDBC  (yet another thanks to Nick Sieger).

Once your have these things installed you can write a simple Ruby class to establish the connection and define any number of ActiveRecord classes to map to the tables you’re after. Here is a small snippet on how easy it is to connect to SQL Server using this technique.

#assuming this file is inline with your sqljdbc.jar or just put it into your $JRUBY_HOME/lib directory



require 'rubygems'
require 'active_record'
require 'active_record/connection_adapters/jdbc_adapter'
require 'sqljdbc4.jar'

ActiveRecord::Base.establish_connection(
      :adapter => "jdbc",
      :username => "XXXX",
      :password => "XXXX",
      :driver => "com.microsoft.sqlserver.jdbc.SQLServerDriver",
      :url=> "jdbc:sqlserver://Server;databaseName=XXXX"
)

class Tclient < ActiveRecord::Base
	set_table_name "CLIENT"
end

puts Tclient.column_names()

Approximately 10 lines of actual code and you’re done. It can’t be done any more elegant or simple than that. Here is the really beauty part, you can actually test your “script”. Use RSpec or TestUnit, but it is tested! Let cron or whatever scheduling mechanism of your choice run your script with confidence

基于数据驱动的 Koopman 算子的递归神经网络模型线性化,用于纳米定位系统的预测控制研究(Matlab代码实现)内容概要:本文围绕“基于数据驱动的Koopman算子的递归神经网络模型线性化”展开,旨在研究纳米定位系统的预测控制方法。通过结合数据驱动技术与Koopman算子理论,将非线性系统动态近似为高维线性系统,进而利用递归神经网络(RNN)建模并实现系统行为的精确预测。文中详细阐述了模型构建流程、线性化策略及在预测控制中的集成应用,并提供了完整的Matlab代码实现,便于科研人员复现实验、优化算法并拓展至其他精密控制系统。该方法有效提升了纳米级定位系统的控制精度与动态响应性能。; 适合人群:具备自动控制、机器学习或信号处理背景,熟悉Matlab编程,从事精密仪器控制、智能制造或先进控制算法研究的研究生、科研人员及工程技术人员。; 使用场景及目标:①实现非线性动态系统的数据驱动线性化建模;②提升纳米定位平台的轨迹跟踪与预测控制性能;③为高精度控制系统提供可复现的Koopman-RNN融合解决方案; 阅读建议:建议结合Matlab代码逐段理解算法实现细节,重点关注Koopman观测矩阵构造、RNN训练流程与模型预测控制器(MPC)的集成方式,鼓励在实际硬件平台上验证并调整参数以适应具体应用场景。
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