[Functional Programming] 2. Function modelling -- Validation

We want to write a Monoid, which able to take function called 'run', therefore we able to run a serial of functions together to get a combined result.

 

Prototype:

复制代码
/**
 * Take a `run` function, return a object which contain `run & concat`
 * methods.
 *
 * concat take other Monoid. we able to concat the reuslt inside concat function.
 * @param {run: function}
 */
const Fn = run => ({
  run,
  concat(otherM) {
    return Fn(x => run(x).concat(otherM.run(x)));
  }
});
复制代码

 

Example:

复制代码
const { List } = require("immutable-ext");

const Success = x => ({
  x,
  isFail: false,
  concat(otherM) {
    return otherM.isFail ? otherM : Success(x);
  }
});

const Fail = x => ({
  x,
  isFail: true,
  concat(otherM) {
    return otherM.isFail ? Fail(x.concat(otherM.x)) : Fail(x);
  }
});

const Validation = run => ({
  run,
  concat(otherM) {
    return Validation((key, x) => run(key, x).concat(otherM.run(key, x)));
  }
});

/////////////////

const isPresent = Validation((key, x) =>
  !!x ? Success(x) : Fail([`${key} is required`])
);
const isEmail = Validation((key, x) =>
  /@/.test(x) ? Success(x) : Fail([`${key} is not a valid email`])
);

const validate = (schema, obj) =>
  List(Object.keys(schema)).foldMap(
    key => schema[key].run(key, obj[key]),
    Success(obj)
  );

////////////////////

const validationSchema = {
  name: isPresent,
  email: isPresent.concat(isEmail)
};
const obj = {
  name: "Zhentian",
  email: "wan@wan.one"
};
const res = validate(validationSchema, obj);

console.log(res);
复制代码

'Validtion' is the monid we create which enable to run a serial of validation functions such as 'isPresent' & 'isEmail'.

 

Output result is if 'Success': then return the object itself.

If 'Fail': Then return all the error message.

posted @   Zhentiw  阅读(179)  评论(0编辑  收藏  举报
编辑推荐:
· SQL Server 2025 AI相关能力初探
· Linux系列:如何用 C#调用 C方法造成内存泄露
· AI与.NET技术实操系列(二):开始使用ML.NET
· 记一次.NET内存居高不下排查解决与启示
· 探究高空视频全景AR技术的实现原理
阅读排行:
· 阿里最新开源QwQ-32B,效果媲美deepseek-r1满血版,部署成本又又又降低了!
· Manus重磅发布:全球首款通用AI代理技术深度解析与实战指南
· 开源Multi-agent AI智能体框架aevatar.ai,欢迎大家贡献代码
· 被坑几百块钱后,我竟然真的恢复了删除的微信聊天记录!
· AI技术革命,工作效率10个最佳AI工具
历史上的今天:
2019-03-10 [Algorithm] Print All Subsets of a Set
2019-03-10 [Functional Programming] mapReduce over Async operations and fanout results in Pair(rejected, resolved) (fanout, flip, mapReduce)
2019-03-10 [Functional Programming] mapReduce over Async operations with first success prediction (fromNode, alt, mapReduce, maybeToAsync)
2017-03-10 [Angular] Export directive functionalities by using 'exportAs'
2017-03-10 [Postgres] Group and Aggregate Data in Postgres
2017-03-10 [Ramda] Create a Query String from an Object using Ramda's toPairs function
2017-03-10 [Ramda] Filter an Array Based on Multiple Predicates with Ramda's allPass Function
点击右上角即可分享
微信分享提示