javascript - 是否可以直接评估Mapbox表达式？

Question

我正在寻找一种JavaScript表达式语法来指定JSON中的 Action 。 Mapbox's Expressions正是我要寻找的东西，但是我找不到关于是否可以在Mapbox之外使用的任何文档。那可能吗？如果是这样，您将如何做？

Answer 1

它们只是抽象语法树的JSON形式，因此您可以编写自己的执行程序。特别是，根据他们自己的文档，他们似乎遵循以下约定:

数组是表达式，而所有其他JSON类型都是文字(奇怪的是，这直接意味着没有数组文字!稍后我将详细说明修复问题)

数组的第一项是要执行的函数，而其余各项是该函数的参数。

根对象不一定与表达式语法相关，只是它们发生的地方才使用它。

唯一的“有状态”是let / var函数，该函数允许您创建范围为封闭的let表达式的变量，这表明它们有某种方式可以将上下文传递给函数。

所以，让我们建立一个!我将尝试在下面逐行浏览代码，但是如果您喜欢那里的格式，也可以只看问题末尾的代码片段源。

在这里，我们稍后将定义可用于表达式语言的所有功能

const OPERATIONS = {};

现在，让我们设置评估器功能。显然，它必须接收将要计算的表达式，而且必须接收可以由操作修改的上下文。

const evaluate = (expression, context = {}) => {

首先，我们通过评估文字本身来处理文字

  if (!(expression instanceof Array)) {
    return expression;
  }

对，现在到真正的交易:
让我们找出要运行的操作及其参数。

  const [operationKey, ...rawParameters] = expression;
  const operation = OPERATIONS[operationKey];

我们通过恐慌来处理未知的操作! AAAH!

  if (operation == null) {
    throw new Error(`Unknown operation ${operationKey}!`);
  }

哦，很好，我们知道此操作!现在，我们应该怎么称呼它？
它显然需要接收其参数以及上下文，
如果它是那些讨厌的有状态操作之一。另外，因为我们
通过Mapbox的let可以看到，操作可以创建新的上下文!
我建议以下签名，不过您可以为自己更改
特定的偏好和用例:
第一个参数:
当前背景
第二个参数:
所有操作参数的数组。这使得
如果操作是可变参数，则易于迭代，并且操作更简单
仍然可以使用解构来获得“固定”签名。
我们将传递未评估的参数“raw”，以便
行动可以对它做任何邪恶的事情。
返回值:
无论操作要评估什么!

  return operation(context, rawParameters);
};

对对对，我们已经建立了评估器，但是我们如何实际使用它呢？
我们需要一些操作，让我们从简单的操作开始吧:
还记得我上面说的参数数组是原始的吗？我们需要在我们的操作函数中手动评估它们。

OPERATIONS["-"] = (context, [a, b]) => evaluate(a, context) - evaluate(b, context);
OPERATIONS["+"] = (context, [a, b]) => evaluate(a, context) + evaluate(b, context);

好的，那很容易，但是如果我们想接受任意数量的参数呢？

OPERATIONS["*"] = (context, parameters) => parameters
  .map(p => evaluate(p, context))
  .reduce((accumulator, x) => accumulator * x);

对，现在让我们实现我们所说的那些数组。解决方案很简单，有一个操作可以根据其参数创建数组!

OPERATIONS["array"] = (context, parameters) => parameters
  .map(p => evaluate(p, context));

太酷了，但是撒旦本人的邪恶之子呢？ let和var吗？
让我们从它们中较小的一个开始:容易，我们只需读取该变量名称在上下文中存储的任何内容!

OPERATIONS["var"] = (context, [variable]) => context[variable];

现在，“tricky”代码let既可变又变化上下文!
我将在这里拉出括号，因为它会比以前漂亮的单行操作大一些!

OPERATIONS["let"] = (context, [...definitions]) => {

是的，我们有一个上下文，但是我们不想在let块之外污染它!因此，让我们将其复制到一个新的临时目录中:

  const innerContext = { ...context };

现在我们需要循环定义，记住，它们每个都是2个元素:
变量名及其值表达式!但是首先，我们需要选择最后一个参数，该参数是要在结果上下文中执行的表达式:

  const body = definitions.pop()

让我们排除一些明显的问题，如果定义中的事物奇数，则用户是错误的!让我们把它们扔在他们丑陋的脸上!让我们使用一个神秘的错误消息只是为了邪恶...

  if (definitions.length % 2 === 1) {
    throw new Error("Unmatched definitions!");
  }

太酷了，现在我们要做的很酷的事情就是创建这些变量:

  for (let i = 0; i < definitions.length - 1; i += 2) {
    const name = definitions[i];
    const value = definitions[i + 1];

在这里，我选择了同一块中的变量可以依赖
如果您不喜欢以前的变量，请使用父级
上下文，而不是我们当前正在修改的上下文。

    innerContext[name] = evaluate(value, innerContext);
  }

变量已完成，现在让我们评估一下 body !

  return evaluate(body, innerContext);
};

至此完成!这是评估语法树的基础!
您可能现在想继续并添加自己的特定于域的操作。
我编写了此代码片段，以演示它如何最终工作，并且如果您的风格如此，则使用代码注释而不是识字编码。 HTML和CSS无关紧要，只是一些口红使其显得更像样。

// Here we will later define all functions available for the expression language
const OPERATIONS = {};

// Now, let's set up the evaluator function.
// It obviously must receive the expression it will evaluate,
// but also a context that can be modified by operations.
const evaluate = (expression, context = {}) => {
  // First, we deal with literals by evaluating them as themselves
  if (!(expression instanceof Array)) {
    return expression;
  }

  // Right, now to the real deal:
  // let's find out what operation to run and its parameters.
  const [operationKey, ...rawParameters] = expression;
  const operation = OPERATIONS[operationKey];

  // We handle unknown operations by panicking! AAAH!
  if (operation == null) {
    throw new Error(`Unknown operation ${operationKey}!`);
  }

  // Oh nice, we know this operation! Now, how should we call it?
  // It obviously needs to receive its parameters, as well as the context,
  // in case it is one of those pesky stateful operations. Plus, as we
  // have seen with Mapbox's `let`, operations can create new contexts!
  //
  // I propose the following signature, though you can change it for your
  // particular preference and use-cases:
  //
  // First parameter:
  //      Current context
  // Second parameter:
  //      Array of all of the operation's parameters. This makes for
  //      easy iteration if the operation is variadic, and simpler stuff
  //      can still just use deconstruction to have a "fixed" signature.
  //      We will pass the parameters "raw", not evaluated, so that the
  //      operation can do whatever evil things it wants to do to them.
  // Return value:
  //      Whatever the operation wants to evaluate to!
  return operation(context, rawParameters);
};

// Right, right, we have set up the evaluator, but how do we actually use it?
// We need some operations, let's start with the easy ones to wet our feet:
// Remember how I said above that the parameters array comes in raw?
// We'll need to evaluate them manually inside our operation functions.
OPERATIONS["-"] = (context, [a, b]) => evaluate(a, context) - evaluate(b, context);
OPERATIONS["+"] = (context, [a, b]) => evaluate(a, context) + evaluate(b, context);

// Okay, that was easy, but what if we want
// to accept an arbitrary amount of arguments?
OPERATIONS["*"] = (context, parameters) => parameters
  .map(p => evaluate(p, context))
  .reduce((accumulator, x) => accumulator * x);
  
// Right, now let's implement those arrays we spoke of.
// The solution is simple, have an operation that
// creates the array from its parameters!
OPERATIONS["array"] = (context, parameters) => parameters
  .map(p => evaluate(p, context));

// Cool, cool, but what about the evil spawns of Satan himself? Let and Var?

// Let's start with the lesser of them:
// Easy, we just read whatever was stored in the context for that variable name!
OPERATIONS["var"] = (context, [variable]) => context[variable];

// Now, the "tricky" one, Let, which is both variadic AND changes the context!
// I'll pull out my braces here  because it's gonna be a bit bigger than the
// previous beautiful one-line operations!
OPERATIONS["let"] = (context, [...definitions]) => {
  // Right, we have A context, but we don't want to pollute it outside
  // the Let block! So let's copy it to a new temporary one:
  const innerContext = { ...context
  };

  // Now we need to loop the definitions, remember, they are 2 elements each:
  // A variable name, and its value expression! But first, we need to pick
  // out the last argument which is the expression to be executed in the
  // resulting context:
  const body = definitions.pop()

  // Let's get the obvious stuff out of the way, if we have an odd number of
  // things in our definitions, the user is wrong! Let's throw it on their
  // ugly face! Let's use a cryptic error message just to be evil...
  if (definitions.length % 2 === 1) {
    throw new Error("Unmatched definitions!");
  }

  // Cool, now we get to do the cool stuff which is create those variables:
  for (let i = 0; i < definitions.length - 1; i += 2) {
    const name = definitions[i];
    const value = definitions[i + 1];

    // Here I made the choice that variables in the same block can depend
    // on previous variables, if that's not to your liking, use the parent
    // context instead of the one we're modifying at the moment.
    innerContext[name] = evaluate(value, innerContext);
  }

  // Variables are DONE, now let's evaluate the body!
  return evaluate(body, innerContext);
};

// Bonus points for reading the snippet code:
// Remember that we are not limited to numeric values,
// anything that JSON accepts we accept too!
// So here's some simple string manipulation.
OPERATIONS["join"] = (context, [separator, things]) => evaluate(things, context)
  .flat()
  .join(separator);

// And we're done! That is the basic of evaluating a syntax tree!







// Not really relevant to the question itself, just a quick and dirty REPL

(() => {
  const input = document.getElementById("input");
  const output = document.getElementById("output");

  const runSnippet = () => {
    let expression;

    try {
      expression = JSON.parse(input.value);
    } catch (e) {
      // Let the user type at peace by not spamming errors on partial JSON
      return;
    }

    const result = evaluate(expression);
    output.innerText = JSON.stringify(result, null, 2);
  }

  input.addEventListener("input", runSnippet);

  runSnippet();
})();

html {
  display: flex;
  align-items: stretch;
  justify-content: stretch;
  height: 100vh;
  background: beige;
}

body {
  flex: 1;
  display: grid;
  grid-template-rows: 1fr auto;
  grid-gap: 1em;
}

textarea {
  padding: 0.5em;
  border: none;
  background: rgba(0, 0, 0, 0.8);
  color: white;
  resize: none;
}

<textarea id="input">
[
  "let",
  "pi", 3.14159,
  "radius", 5,
  [
    "join",
    " ",
    [
      "array",
      "a circle with radius",
      ["var", "radius"],
      "has a perimeter of",
      [
        "*",
        2,
        ["var", "pi"],
        ["var", "radius"]
      ]
    ]
  ]
]

</textarea>
<pre id="output">
</pre>