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| Work in progress |
We've thoroughly covered all of the different types of values in JS. And along the way, more than a few times, we mentioned the notion of converting -- actually, coercing -- from one type of value to another.
In this chapter, we'll dive deep into coercion and uncover all its mysteries.
Some developers assert that when you explicitly indicate a type change in an operation, this doesn't qualify as a coercion but just a type-cast or type-conversion. In other words, the claim is that coercion is only implicit.
I disagree with this characterization. I use coercion to label any type conversion in a dynamically-typed language, whether it's plainly obvious in the code or not. Here's why: the line between explicit and implicit is not clear and objective, it's fairly subjective. If you think a type conversion is implicit (and thus coercion), but I think it's explicit (and thus not a coercion), the distinction becomes irrelevant.
Keep that subjectivity in mind as we explore various explicit and implicit forms of coercion. In fact, here's a spoiler: most of the coercions could be argued as either, so we'll be looking at them with such balanced perspective.
An extremely common opinion among JS developers is that coercion is bad, specifically, that implicit coercion is bad; the rise in popularity of type-aware tooling like TypeScript speaks loudly to this sentiment.
But that feeling is not new. 14+ years ago, Douglas Crockford's book "The Good Parts" also famously decried implicit coercion as one of the bad parts. Even Brendan Eich, creator of JS, regularly claims that implicit coercion was a mistake1 in the early design of the language that he now regrets.
If you've been around JS for more than a few months, you've almost certainly heard these opinions voiced strongly and predominantly. And if you've been around JS for years or more, you probably have your mind already made up.
In fact, I think you'd be hard pressed to name hardly any other well-known source of JS teaching that strongly endorses coercion (in virtually all its forms); I do -- and this book definitely does! -- but I feel mostly like a lone voice shouting futilely in the wilderness.
However, here's an observation I've made over the years: most of the folks who publicly condemn implicit coercion, actually use implicit coercion in their own code. Hmmmm...
Douglas Crockford says to avoid the mistake of implicit coercion2, but his code uses if (..) statements with non-boolean values evaluated. 3 Many have dismissed my pointing that out in the past, with the claim that conversion-to-boolean isn't really coercion. Ummm... ok?
Brendan Eich says he regrets implicit coercion, but yet he openly endorses4 idioms like x + "" (and others!) to coerce the value in x to a string (we'll cover this later); and that's most definitely an implicit coercion.
So what do we make of this dissonance? Is it merely a, "do as I say, not as I do" minor self-contradiction? Or is there more to it?
I am not going to pass a final judgement here yet, but I want you the reader to deeply ponder that question, as you continue throughout this chapter and book.
Now that I've challenged you to examine coercion in more depth than you may have ever previously indulged, let's first look at the foundations of how coercion occurs, according to the JS specification.
The specification details a number of abstract operations5 that dictate internal conversion from one value-type to another. It's important to be aware of these operations, as coercive mechanics in the language mix and match them in various ways.
These operations look as if they're real functions that could be called, such as ToString(..) or ToNumber(..). But by abstract, we mean they only exist conceptually by these names; they aren't functions we can directly invoke in our programs. Instead, we activate them implicitly/indirectly depending on the statements/expressions in our programs.
Decision making (conditional branching) always requires a boolean true or false value. But it's extremely common to want to make these decisions based on non-boolean value conditions, such as whether a string is empty or has anything in it.
When non-boolean values are encountered in a context that requires a boolean -- such as the condition clause of an if statement or for loop -- the ToBoolean(..)6 abstract operation is activated to facilitate the coercion.
All values in JS are in one of two buckets: truthy or falsy. Truthy values coerce via the ToBoolean() operation to true, whereas falsy values coerce to false:
// ToBoolean() is abstract
ToBoolean(undefined); // false
ToBoolean(null); // false
ToBoolean(""); // false
ToBoolean(0); // false
ToBoolean(-0); // false
ToBoolean(0n); // false
ToBoolean(NaN); // false
Simple rule: any other value that's not in the above list is truthy and coerces via ToBoolean() to true:
ToBoolean("hello"); // true
ToBoolean(42); // true
ToBoolean([ 1, 2, 3 ]); // true
ToBoolean({ a: 1 }); // true
Even values like " " (string with only whitespace), [] (empty array), and {} (empty object), which may seem intuitively like they're more "false" than "true", nevertheless coerce to true.
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There are narrow, tricky exceptions to this truthy rule. For example, the web platform has deprecated the long-standing document.all collection/array feature, though it cannot be removed entirely -- that would break too many sites. Even where document.all is still defined, it behaves as a "falsy object"7 -- undefined which then coerces to false; this means legacy conditional checks like if (document.all) { .. } no longer pass. |
The ToBoolean() coercion operation is basically a lookup table rather than an algorithm of steps to use in coercions a non-boolean to a boolean. Thus, some developers assert that this isn't really coercion the way other abstract coercion operations are. I think that's bogus. ToBoolean() converts from non-boolean value-types to a boolean, and that's clear cut type coercion (even if it's a very simple lookup instead of an algorithm).
Keep in mind: these rules of boolean coercion only apply when ToBoolean() is actually activated. There are constructs/idioms in the JS language that may appear to involve boolean coercion but which don't actually do so. More on these later.
Any value that's not already a primitive can be reduced to a primitive using the ToPrimitive() (specifically, OrdinaryToPrimitive()8) abstract operation. Generally, the ToPrimitive() is given a hint to tell it whether a number or string is preferred.
// ToPrimitive() is abstract
ToPrimitive({ a: 1 },"string"); // "[object Object]"
ToPrimitive({ a: 1 },"number"); // NaN
The ToPrimitive() operation will look on the object provided, for either a toString() method or a valueOf() method; the order it looks for those is controlled by the hint. "string" means check in toString() / valueOf() order, whereas "number" (or no hint) means check in valueOf() / toString() order.
If the method returns a value matching the hinted type, the operation is finished. But if the method doesn't return a value of the hinted type, ToPrimitive() will then look for and invoke the other method (if found).
If the attempts at method invocation fail to produce a value of the hinted type, the final return value is forcibly coerced via the corresponding abstract operation: ToString() or ToNumber().
Pretty much any value that's not already a string can be coerced to a string representation, via ToString(). 9 This is usually quite intuitive, especially with primitive values:
// ToString() is abstract
ToString(42.0); // "42"
ToString(-3); // "-3"
ToString(Infinity); // "Infinity"
ToString(NaN); // "NaN"
ToString(42n); // "42"
ToString(true); // "true"
ToString(false); // "false"
ToString(null); // "null"
ToString(undefined); // "undefined"
There are some results that may vary from common intuition. As mentioned in Chapter 2, very large or very small numbers will be represented using scientific notation:
ToString(Number.MAX_VALUE); // "1.7976931348623157e+308"
ToString(Math.EPSILON); // "2.220446049250313e-16"
Another counter-intuitive result comes from -0:
ToString(-0); // "0" -- wtf?
This isn't a bug, it's just an intentional behavior from the earliest days of JS, based on the assumption that developers generally wouldn't want to ever see a negative-zero output.
One primitive value-type that is not allowed to be coerced (implicitly, at least) to string is symbol:
ToString(Symbol("ok")); // TypeError exception thrown
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Calling the String()10 concrete function (without new operator) is generally thought of as merely invoking the ToString() abstract operation. While that's mostly true, it's not entirely so. String(Symbol("ok")) works, whereas the abstract ToString(Symbol(..)) itself throws an exception. More on String(..) later in this chapter. |
When ToString() is activated with an object value-type, it delegates to the ToPrimitive() operation (as explained earlier), with "string" as its hinted type:
ToString(new String("abc")); // "abc"
ToString(new Number(42)); // "42"
ToString({ a: 1 }); // "[object Object]"
ToString([ 1, 2, 3 ]); // "1,2,3"
By virtue of ToPrimitive(..,"string") delegation, these objects all have their default toString() method (inherited via [[Prototype]]) invoked.
Non-number values that resemble numbers, such as numeric strings, can generally be coerced to a numeric representation, using ToNumber(): 11
// ToNumber() is abstract
ToNumber("42"); // 42
ToNumber("-3"); // -3
ToNumber("1.2300"); // 1.23
ToNumber(" 8.0 "); // 8
If the full value doesn't completely (other than whitespace) resemble a valid number, the result will be NaN:
ToNumber("123px"); // NaN
ToNumber("hello"); // NaN
Other primitive values have certain designated numeric equivalents:
ToNumber(true); // 1
ToNumber(false); // 0
ToNumber(null); // 0
ToNumber(undefined); // NaN
There are some rather surprising designations for ToNumber():
ToNumber(""); // 0
ToNumber(" "); // 0
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I call these "surprising" because I think it would have made much more sense for them to coerce to NaN, the way undefined does. |
Some primitive values are not allowed to be coerced to numbers, and result in exceptions rather than NaN:
ToNumber(42n); // TypeError exception thrown
ToNumber(Symbol("42")); // TypeError exception thrown
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Calling the Number()12 concrete function (without new operator) is generally thought of as merely invoking the ToNumber() abstract operation to coerce a value to a number. While that's mostly true, it's not entirely so. Number(42n) works, whereas the abstract ToNumber(42n) itself throws an exception. |
In addition to ToNumber(), the specification defines ToNumeric(), which activates ToPrimitive() on a value, then conditionally delegates to ToNumber() if the value is not already a bigint value-type.
There are also a wide variety of abstract operations related to converting values to very specific subsets of the general number type:
ToIntegerOrInfinity()ToInt32()ToUint32()ToInt16()ToUint16()ToInt8()ToUint8()ToUint8Clamp()
Other operations related to bigint:
ToBigInt()StringToBigInt()ToBigInt64()ToBigUint64()
You can probably infer the purpose of these operations from their names, and/or from consulting their algorithms in the specification. For most JS operations, it's more likely that a higher-level operation like ToNumber() is activated, rather than these specific ones.
When ToNumber() is activated on an object value-type, it instead delegates to the ToPrimitive() operation (as explained earlier), with "number" as its hinted type:
ToNumber(new String("abc")); // NaN
ToNumber(new Number(42)); // 42
ToNumber({ a: 1 }); // NaN
ToNumber([ 1, 2, 3 ]); // NaN
ToNumber([]); // 0
By virtue of ToPrimitive(..,"number") delegation, these objects all have their default valueOf() method (inherited via [[Prototype]]) invoked.
When JS needs to determine if two values are the same value, it activates the SameValue()13 operation, which delegates to a variety of related sub-operations.
This operation is very narrow and strict, and performs no coercion or any other special case exceptions. If two values are exactly the same, the result is true, otherwise it's false:
// SameValue() is abstract
SameValue("hello","\x68ello"); // true
SameValue("\u{1F4F1}","\uD83D\uDCF1"); // true
SameValue(42,42); // true
SameValue(NaN,NaN); // true
SameValue("\u00e9","\u0065\u0301"); // false
SameValue(0,-0); // false
SameValue([1,2,3],[1,2,3]); // false
A variation of these operations is SameValueZero() and its associated sub-operations. The main difference is that these operations treat 0 and -0 as indistinguishable.
// SameValueZero() is abstract
SameValueZero(0,-0); // true
If the values are numeric (number or bigint), SameValue() and SameValueZero() both delegate to sub-operations of the same names, specialized for each number and bigint type, respectively.
Otherwise, SameValueNonNumeric() is the sub-operation delegated to if the values being compared are both non-numeric:
// SameValueNonNumeric() is abstract
SameValueNonNumeric("hello","hello"); // true
SameValueNonNumeric([1,2,3],[1,2,3]); // false
Different from SameValue() and its variations, the specification also defines two important higher-abstraction abstract equality comparison operations:
The IsStrictlyEqual() operation immediately returns false if the value-types being compared are different.
If the value-types are the same, IsStrictlyEqual() delegates to sub-operations for comparing number or bigint values. 16 You might logically expect these delegated sub-operations to be the aforementioned numeric-specialized SameValue() / SameValueZero() operations. However, IsStrictlyEqual() instead delegates to Number:equal()17 or BigInt:equal()18.
The difference between Number:SameValue() and Number:equal() is that the latter defines corner cases for 0 vs -0 comparison:
// all of these are abstract operations
Number:SameValue(0,-0); // false
Number:SameValueZero(0,-0); // true
Number:equal(0,-0); // true
These operations also differ in NaN vs NaN comparison:
Number:SameValue(NaN,NaN); // true
Number:equal(NaN,NaN); // false
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So in other words, despite its name, IsStrictlyEqual() is not quite as "strict" as SameValue(), in that it lies when comparisons of -0 or NaN are involved. |
The IsLooselyEqual() operation also inspects the value-types being compared; if they're the same, it immediately delegates to IsStrictlyEqual().
But if the value-types being compared are different, IsLooselyEqual() performs a variety of coercive equality steps. It's important to note that this algorithm is always trying to reduce the comparison down to where both value-types are the same (and it tends to prefer number / bigint).
The steps of the coercive equality portion of the algorithm can roughly be summarized as follows:
-
If either value is
nulland the other isundefined,IsLooselyEqual()returnstrue. In other words, this algorithm applies nullish equality, in thatnullandundefinedare coercively equal to each other (and to no other values). -
If either value is a
numberand the other is astring, thestringvalue is coerced to anumberviaToNumber(). -
If either value is a
bigintand the other is astring, thestringvalue is coerced to abigintviaStringToBigInt(). -
If either value is a
boolean, it's coerced to anumber. -
If either value is a non-primitive (object, etc), it's coerced to a primitive with
ToPrimitive(); though a hint is not explicitly provided, the default behavior will be as if"number"was the hint.
Each time a coercion is performed in the above steps, the algorithm is recursively reactivated with the new value(s). That process continues until the types are the same, and then the comparison is delegated to the IsStrictlyEqual() operation.
What can we take from this algorithm? First, we see there is a bias toward number (or bigint) comparison; it never coerce values to string or boolean value-types.
Importantly, we see that both IsLooselyEqual() and IsStrictlyEqual() are type-sensitive. IsStrictlyEqual() immediately bails if the types mismatch, whereas IsLooselyEqual() performs the extra work to coerce mismatching value-types to be the same value-types (again, ideally, number or bigint).
Moreover, if/once the types are the same, both operations are identical -- IsLooselyEqual() delegates to IsStrictlyEqual().
When values are compared relationally -- that is, is one value "less than" another? -- there's one specific abstract operation that is activated: IsLessThan(). 19
// IsLessThan() is abstract
IsLessThan(1,2, /*LeftFirst=*/ true ); // true
There is no IsGreaterThan() operation; instead, the first two arguments to IsLessThan() can be reversed to accomplish a "greater than" comparison. To preserve left-to-right evaluation semantics (in the case of nuanced side-effects), isLessThan() also takes a third argument (LeftFirst); if false, this indicates a comparison was reversed and the second parameter should be evaluated before the first.
IsLessThan(1,2, /*LeftFirst=*/ true ); // true
// equivalent of a fictional "IsGreaterThan()"
IsLessThan(2,1, /*LeftFirst=*/ false ); // false
Similar to IsLooselyEqual(), the IsLessThan() operation is coercive, meaning that it first ensures that the value-types of its two values match, and prefers numeric comparisons. There is no IsStrictLessThan() for non-coercive relational comparison.
As an example of coercive relational comparison, if the type of one value is string and the type of the other is bigint, the string is coerced to a bigint with the aforementioned StringToBigInt() operation. Once the types are the same, IsLessThan() proceeds as described in the following sections.
When both value are type string, IsLessThan() checks to see if the lefthand value is a prefix (the first n characters20) of the righthand; if so, true is returned.
If neither string is a prefix of the other, the first character position (start-to-end direction, not left-to-right) that's different between the two strings, is compared for their respective code-unit (numeric) values; the result is then returned.
Generally, code-units follow intuitive lexicographic (aka, dictionary) order:
IsLessThan("a","b", /*LeftFirst=*/ true ); // true
Even digits are treated as characters (not numbers):
IsLessThan("101","12", /*LeftFirst=*/ true ); // true
There's even a bit of embedded humor in the unicode code-unit ordering:
IsLessThan("🐔","🥚", /*LeftFirst=*/ true ); // true
At least now we've answered the age old question of which comes first?!
For numeric comparisons, IsLessThan() defers to either the Number:lessThan() or BigInt:lessThan() operation16, respectively:
IsLessThan(41,42, /*LeftFirst=*/ true ); // true
IsLessThan(-0,0, /*LeftFirst=*/ true ); // false
IsLessThan(NaN,1 /*LeftFirst=*/ true ); // false
IsLessThan(41n,42n, /*LeftFirst=*/ true ); // true
Now that we've covered all the abstract operations JS defines for handling various coercions, it's time to turn our attention to the concrete statements/expressions we can use in our programs that activate these operations.
To coerce a value that's not of type boolean into that type, we need the abstract ToBoolean() operation, as described earlier in this chapter.
Before we explore how to activate it, let's discuss why you would want to force a ToBoolean() coercion.
From a code readability perspective, being explicit about type coercions can be preferable (though not universally). But functionally, the most common reason to force a boolean is when you're passing data to an external source -- for example, submitting data as JSON to an API endpoint -- and that location expects true / false without needing to do coercions.
There's several ways that ToBoolean() can be activated. Perhaps the most explicit (obvious) is the Boolean(..) function:
Boolean("hello"); // true
Boolean(42); // true
Boolean(""); // false
Boolean(0); // falseAs mentioned in Chapter 3, keep in mind that Boolean(..) is being called without the new keyword, to activate the ToBoolean() abstract operation.
It's not terribly common to see JS developers use the Boolean(..) function for such explicit coercions. More often, developers will use the double-! idiom:
!!"hello"; // true
!!42; // true
!!""; // false
!!0; // falseThe !! is not its own operator, even though it seems that way. It's actually two usages of the unary ! operator. This operator first coerces any non-boolean, then negates it. To undo the negation, the second ! flips it back.
So... which of the two, Boolean(..) or !!, do you consider to be more of an explicit coercion?
Given the flipping that ! does, which must then be undone with another !, I'd say Boolean(..) is more explicit -- at the job of coercing a non-boolean to a boolean -- than !! is. But surveying open-source JS code, the !! is used far more often.
If we're defining explicit as, "most directly and obviously performing an action", Boolean(..) edges out !!. But if we're defining explicit as, "most recognizably performing an action", !! might have the edge. Is there a definitive answer here?
While you're pondering that question, let's look at another JS mechanism that activates ToBoolean() under the covers:
specialNumber = 42;
if (specialNumber) {
// ..
}The if statement requires a boolean for the conditional to make its control-flow decision. If you pass it a non-boolean, a ToBoolean() coercion is performed.
Unlike previous ToBoolean() coercion expressions, like Boolean(..) or !!, this if coercion is ephemeral, in that our JS program never sees the result of the coercion; it's just used internally by the if. Some may feel it's not really coercion if the program doesn't preserve/use the value. But I strongly disagree, because the coercion most definitely affects the program's behavior.
Many other statement types also activate the ToBoolean() coercion, including the ? : ternary conditional, and for / while loops. We also have && (logical-AND) and || (logical-OR) operators. For example:
isLoggedIn = user.sessionID || req.cookie["Session-ID"];
isAdmin = isLoggedIn && ("admin" in user.permissions);For both operators, the lefthand expression is first evaluated; if it's not already a boolean, a ToBoolean() coercion is activated to produce a value for the conditional decision.
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| To briefly explain these operators: for ` |
In the previous snippet, despite the naming implications, it's unlikely that isLoggedIn will actually be a boolean; and if it's truthy, isAdmin also won't be a boolean. That kind of code is quite common, but it's definitely dangerous that the assumed resultant boolean types aren't actually there. We'll revisit this example, and these operators, in the next chapter.
Are these kinds of statements/expressions (e.g., if (..), ||, &&, etc) illustrating explicit coercion or implicit coercion in their conditional decision making?
Again, I think it depends on your perspective. The specification dictates pretty explicitly that they only make their decisions with boolean conditional values, requiring coercion if a non-boolean is received. On the other hand, a strong argument can also be made that any internal coercion is a secondary (implicit) effect to the main job of if / && / etc.
Further, as mentioned earlier in the ToBoolean() discussion, some folks don't consider any activation of ToBoolean() to be a coercion.
I think that's too much of a stretch, though. My take: Boolean(..) is the most preferable explicit coercion form. I think !!, if, for, while, &&, and || are all implicitly coercing non-booleans, but I'm OK with that.
Since most developers, including famous names like Doug Crockford, also in practice use implicit (boolean) coercions in their code3, I think we can say that at least some forms of implicit coercion are widely acceptable, regardless of the ubiquitous rhetoric to the contrary.
As with ToBoolean(), there are a number of ways to activate the ToString() coercion (as discussed earlier in the chapter). The decision of which approach is similarly subjective.
Like the Boolean(..) function, the String(..) function (no new keyword) is a primary way of activating explicit ToString() coercion:
String(true); // "true"
String(42); // "42"
String(-0); // "0"
String(Infinity); // "Infinity"
String(null); // "null"
String(undefined); // "undefined"However, String(..) is more than just an activation of ToString(). For example:
String(Symbol("ok")); // "Symbol(ok)"This works, because explicit coercion of symbol values is allowed. But in cases where a symbol is implicitly coerced to a string (e.g., Symbol("ok") + ""), the underlying ToString() operation throws an exception. That proves that String(..) is more than just an activation of ToString(). More on implicit string coercion of symbols in a bit.
If you call String(..) with an object value (e.g., array, etc), it activates the ToPrimitive() operation (via the ToString() operation), which then looks for an invokes that value's toString() method:
String([1,2,3]); // "1,2,3"
String(x => x + 1); // "x => x + 1"Aside from String(..), any primitive, non-nullish value (neither null nor undefined) can be auto-boxed (see Chapter 3) in its respective object wrapper, providing a callable toString() method.
true.toString(); // "true"
42..toString(); // "42"
-0..toString(); // "0"
Infinity.toString(); // "Infinity"
Symbol("ok").toString(); // "Symbol(ok)"| NOTE: |
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Do keep in mind, these toString() methods do not necessarily activate the ToString() operation, they just define their own rules for how to represent the value as a string. |
As shown with String(..) just a moment ago, the various object sub-types -- such as arrays, functions, regular expressions, Date and Error instances, etc -- all define their own specific toString() methods, which can be invoked directly:
[1,2,3].toString(); // "1,2,3"
(x => x + 1).toString(); // "x => x + 1"Moreover, any plain object that's (by default) [[Prototype]] linked to Object.prototype has a default toString() method available:
({ a : 1 }).toString(); // "[object Object]"Is the toString() approach to coercion explicit or implicit? Again, it depends. It's certainly a self-descriptive mechanism, which leans explicit. But it often relies on auto-boxing, which is itself a fairly implicit coercion.
Let's take a look at another common -- and famously endorsed! -- idiom for coercing a value to a string. Recall from "String Concatenation" in Chapter 2, the + operator is overloaded to prefer string concatenation if either operand is already a string, and thus coerces non-string operand to a string if necessary.
Consider:
true + ""; // "true"
42 + ""; // "42"
null + ""; // "null"
undefined + ""; // "undefined"The + "" idiom for string coercion takes advantage of the + overloading, without altering the final coerced string value. By the way, all of these work the same with the operands reversed (i.e., "" + ..).
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An extremely common misconception is that String(x) and x + "" are basically equivalent coercions, respectively just explicit vs implicit in form. But, that's not quite true! We'll revisit this in the "To Primitive" section later in this chapter. |
Some feel this is an explicit coercion, but I think it's clearly more implicit, in that it's taking advantage of the + overloading; further, the "" is indirectly used to activate the coercion without modifying it. Moreover, consider what happens when this idiom is applied with a symbol value:
Symbol("ok") + ""; // TypeError exception thrown| WARNING: |
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Allowing explicit coercion of symbols (String(Symbol("ok")), but disallowing implicit coercion (Symbol("ok") + ""), is quite intentional by TC39. 21 It was felt that symbols, as primitives often used in places where strings are otherwise used, could too easily be mistaken as strings. As such, they wanted to make sure developers expressed intent to coerce a symbol to a string, hopefully avoiding many of those anticipated confusions. This is one of the extremely rare cases where the language design asserts an opinion on, and actually discriminates between, explicit vs. implicit coercions. |
Why the exception? JS treats + "" as an implicit coercion, which is why when activated with a symbol, an exception is thrown. I think that's a pretty ironclad proof.
Nevertheless, as I mentioned at the start of this chapter, Brendan Eich endorses + ""4 as the best way to coerce values to strings. I think that carries a lot of weight, in terms of him supporting at least a subset of implicit coercion practices. His views on implicit coercion must be a bit more nuanced than, "it's all bad."
Numeric coercions are a bit more complicated than string coercions, since we can be talking about either number or bigint as the target type. There's also a much smaller set of values that can be validly represented numerically (everything else becomes NaN).
Let's start with the Number(..) and BigInt(..) functions (no new keywords):
Number("42"); // 42
Number("-3.141596"); // -3.141596
Number("-0"); // -0
BigInt("42"); // 42n
BigInt("-0"); // 0nNumber coercion which fails (not recognized) results in NaN (see "Invalid Number" in Chapter 1), whereas BigInt throws an exception:
Number("123px"); // NaN
BigInt("123px");
// SyntaxError: Cannot convert 123px to a BigIntMoreover, even though 42n is valid syntax as a literal bigint, the string "42n" is never a recognized string representation of a bigint, by either of the coercive function forms:
Number("42n"); // NaN
BigInt("42n");
// SyntaxError: Cannot convert 42n to a BigIntHowever, we can coerce numeric strings with other representations of the numbers than typical base-10 decimals (see Chapter 1 for more information):
Number("0b101010"); // 42
BigInt("0b101010"); // 42nTypically, Number(..) and BigInt(..) receive string values, but that's not actually required. For example, true and false coerce to their typical numeric equivalents:
Number(true); // 1
Number(false); // 0
BigInt(true); // 1n
BigInt(false); // 0nYou can also generally coerce between number and bigint types:
Number(42n); // 42
Number(42n ** 1000n); // Infinity
BigInt(42); // 42nWe can also use the + unary operator, which is commonly assumed to coerce the same as the Number(..) function:
+"42"; // 42
+"0b101010"; // 42Be careful though. If the coercions are unsafe/invalid in certain ways, exceptions are thrown:
BigInt(3.141596);
// RangeError: The number 3.141596 cannot be converted to a BigInt
+42n;
// TypeError: Cannot convert a BigInt value to a numberClearly, 3.141596 does not safely coerce to an integer, let alone a bigint.
But +42n throwing an exception is an interesting case. By contrast, Number(42n) works fine, so it's a bit surprising that +42n fails.
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That surprise is especially palpable since prepending a + in front of a number is typically assumed to just mean a "positive number", the same way - in front a number is assumed to mean a "negative number". As explained in Chapter 1, however, JS numeric syntax (number and bigint) recognize no syntax for "negative values". All numeric literals are parsed as "positive" by default. If a + or - is prepended, those are treated as unary operators applied against the parsed (positive) number. |
OK, so +42n is parsed as +(42n). But still... why is + throwing an exception here?
You might recall earlier when we showed that JS allows explicit string coercion of symbol values, but disallows implicit string coercions? The same thing is going on here. JS language design interprets unary + in front of a bigint value as an implicit ToNumber() coercion (thus disallowed!), but Number(..) is interpreted as an explicit ToNumber() coercion (thus allowed!).
In other words, contrary to popular assumption/assertion, Number(..) and + are not interchangable. I think Number(..) is the safer/more reliable form.
Mathematical operators (e.g., +, -, *, /, %, and **) expect their operands to be numeric. If you use a non-number with them, that value will be coerced to a number for the purposes of the mathematical computation.
Similar to how x + "" is an idiom for coercing x to a string, an expression like x - 0 safely coerces x to a number.
| WARNING: |
|---|
x + 0 isn't quite as safe, since the + operator is overloaded to perform string concatenation if either operand is already a string. The - minus operator isn't overloaded like that, so the only coercion will be to number. Of course, x * 1, x / 1, and even x ** 1 would also generally be equivalent mathematically, but those are much less common, and probably should be avoided as likely confusing to readers of your code. Even x % 1 seems like it should be safe, but it can introduce floating-point skew (see "Floating Point Imprecision" in Chapter 2). |
Regardless of what mathematical operator is used, if the coercion fails, a NaN is the result, and all of these operators will propagate the NaN out as their result.
Bitwise operators (e.g., |, &, ^, >>, <<, and <<<) all expect number operands, but specifically they clamp these values to 32-bit integers.
If you're sure the numbers you're dealing with are safely within the 32-bit integer range, x | 0 is another common expression idiom that has the effect of coercing x to a number if necessary.
Moreover, since JS engines know these values will be integers, there's potential for them to optimize for integer-only math if they see x | 0. This is one of several recommended "type annotations" from the ASM.js22 efforts from years ago.
Property access of objects (and index access of arrays) is another place where implicit coercion can occur.
Consider:
myObj = {};
myObj[3] = "hello";
myObj["3"] = "world";
console.log( myObj );What do you expect from the contents of this object? Do you expect two different properties, numeric 3 (holding "hello") and string "3" (holding "world")? Or do you think both properties are in the same location?
If you try that code, you'll see that indeed we get an object with a single property, and it holds the "world" value. That means that JS is internally coercing either the 3 to "3", or vice versa, when those properties accesses are made.
Interestingly, the developer console may very well represent the object sort of like this:
console.log( myObj );
// {3: 'world'}Does that 3 there indicate the property is a numeric 3? Not quite. Try adding another property to myObj:
myObj.something = 42;
console.log( myObj )
// {3: 'world', something: 42}We can see that this developer console doesn't quote string property keys, so we can't infer anything from 3 versus if the console had used "3" for the key name.
Let's instead try consulting the specification for the object value[^ObjectValue], where we find:
A property key value is either an ECMAScript String value or a Symbol value. All String and Symbol values, including the empty String, are valid as property keys. A property name is a property key that is a String value.
OK! So, in JS, objects only hold string (or symbol) properties. That must mean that the numeric 3 is coerced to a string "3", right?
In the same section of the specification, we further read:
An integer index is a String-valued property key that is a canonical numeric String (see 7.1.21) and whose numeric value is either +0𝔽 or a positive integral Number ≤ 𝔽(253 - 1). An array index is an integer index whose numeric value i is in the range +0𝔽 ≤ i < 𝔽(232 - 1).
If a property key (like "3") looks like a number, it's treated as an integer index. Hmmm... that almost seems to suggest the opposite of what we just posited, right?
Nevertheless, we know from the previous quote that property keys are only strings (or symbols). So it must be that "integer index" here is not describing the actual location, but rather the intentional usage of 3 in JS code, as a developer-expressed "integer index"; JS must still then actually store it at the location of the "canonical numeric String".
Consider attempts to use other value-types, like true, null, undefined, or even non-primitives (other objects):
myObj[true] = 100;
myObj[null] = 200;
myObj[undefined] = 300;
myObj[ {a:1} ] = 400;
console.log(myObj);
// {3: 'world', something: 42, true: 100, null: 200,
// undefined: 300, [object Object]: 400}As you can see, all of those other value-types were coerced to strings for the purposes of object property names.
But before we convince ourselves of this interpretation that everything (even numbers) is coerced to strings, let's look at an array example:
myArr = [];
myArr[3] = "hello";
myArr["3"] = "world";
console.log( myArr );
// [empty × 3, 'world']The developer console will likely represent an array a bit differently than a plain object. Nevertheless, we still see that this array only has the single "world" value in it, at the numeric index position corresponding to 3.
That kind of output sort of implies the opposite of our previous interpretation: that the values of an array are being stored only at numeric positions. If we add another string property-name to myArr:
myArr.something = 42;
console.log( myArr );
// [empty × 3, 'world', something: 42]Now we see that this developer console represents the numerically indexed positions in the array without the property names (locations), but the something property is named in the output.
It's also true that JS engines like v8 tend to, for performance optimization reasons, special-case object properties that are numeric-looking strings as actually being stored in numeric positions as if they were arrays. So even if the JS program acts as if the property name is "3", in fact under the covers, v8 might be treating it as if coerced to 3!
What can take from all this?
The specification clearly tells us that the behavior of object properties is for them to be treated like strings (or symbols). That means we can assume that using 3 to access a location on an object will have the internal effect of coercing that property name to "3".
But with arrays, we observe a sort of opposite semantic: using "3" as a property name has the effect of accessing the numerically indexed 3 position, as if the string was coerced to the number. But that's mostly just an offshot of the fact that arrays always tend to behave as numerically indexed, and/or perhaps a reflection of underlying implementation/optimization details in the JS engine.
The important part is, we need to recognize that objects cannot simply use any value as a property name. If it's anything other than a string or a number, we can expect that there will be a coercion of that value.
We need to expect and plan for that rather than allowing it to surprise us with bugs down the road!
Most operators in JS, including those we've seen with coercions to string and number, are designed to run against primitive values. When any of these operators is used instead against an object value, the abstract ToPrimitive algorithm (as described earlier) is activated to coerce the object to a primitive.
Let's set up an object we can use to inspect how different operations behave:
spyObject = {
toString() {
console.log("toString() invoked!");
return "10";
},
valueOf() {
console.log("valueOf() invoked!");
return 42;
},
};This object defines both the toString() and valueOf() methods, and each one returns a different type of value (string vs number).
Let's try some of the coercion operations we've already seen:
String(spyObject);
// toString() invoked!
// "10"
spyObject + "";
// valueOf() invoked!
// "42"Whoa! I bet that surprised a few of you readers; it certainly did me. It's so common for people to assert that String(..) and + "" are equivalent forms of activating the ToString() operation. But they're clearly not!
The difference comes down to the hint that each operation provides to ToPrimitive(). String(..) clearly provides "string" as the hint, whereas the + "" idiom provides no hint (similar to hinting "number"). But don't miss this detail: even though + "" invokes valueOf(), when that returns a number primitive value of 42, that value is then coerced to a string (via ToString()), so we get "42" instead of 42.
Let's keep going:
Number(spyObject);
// valueOf() invoked!
// 42
+spyObject;
// valueOf() invoked!
// 42This example implies that Number(..) and the unary + operator both perform the same ToPrimitive() coercion (with hint of "number"), which in our case returns 42. Since that's already a number as requested, the value comes out without further ado.
But what if a valueOf() returns a bigint?
spyObject2 = {
valueOf() {
console.log("valueOf() invoked!");
return 42n; // bigint!
}
};
Number(spyObject2);
// valueOf() invoked!
// 42 <--- look, not a bigint!
+spyObject2;
// valueOf() invoked!
// TypeError: Cannot convert a BigInt value to a numberWe saw this difference earlier in the "To Number" section. JS allows an explicit coercion of the 42n bigint value to the 42 number value, but it disallows what it considers to be an implicit coercion form.
What about the BigInt(..) (no new keyword) coercion function?
BigInt(spyObject);
// valueOf() invoked!
// 42n <--- look, a bigint!
BigInt(spyObject2);
// valueOf() invoked!
// 42n
// *******************************
spyObject3 = {
valueOf() {
console.log("valueOf() invoked!");
return 42.3;
}
};
BigInt(spyObject3);
// valueOf() invoked!
// RangeError: The number 42.3 cannot be converted to a BigIntAgain, as we saw in the "To Number" section, 42 can safely be coerced to 42n. On the other hand, 42.3 cannot safely be coerced to a bigint.
We've seen that toString() and valueOf() are invoked, variously, as certain string and number / bigint coercions are performed.
If ToPrimitive() fails to produce a primitive value, an exception will be thrown:
spyObject4 = {
toString() {
console.log("toString() invoked!");
return [];
},
valueOf() {
console.log("valueOf() invoked!");
return {};
}
};
String(spyObject4);
// toString() invoked!
// valueOf() invoked!
// TypeError: Cannot convert object to primitive value
Number(spyObject4);
// valueOf() invoked!
// toString() invoked!
// TypeError: Cannot convert object to primitive valueIf you're going to define custom to-primitive coercions via toString() / valueOf(), make sure to return a primitive from at least one of them!
What about boolean coercions of objects?
Boolean(spyObject);
// true
!spyObject;
// false
if (spyObject) {
console.log("if!");
}
// if!
result = spyObject ? "ternary!" : "nope";
// "ternary!"
while (spyObject) {
console.log("while!");
break;
}
// while!Each of these are activating ToBoolean(). But if you recall from earlier, that algorithm never delegates to ToPrimitive(); thus, we don't see "valueOf() invoked!" being logged out.
A special form of objects that are often ToPrimitive() coerced: boxed/wrapped primitives (as seen in Chapter 3). This particular object-to-primitive coercion is often referred to as unboxing.
Consider:
hello = new String("hello");
String(hello); // "hello"
hello + ""; // "hello"
fortyOne = new Number(41);
Number(fortyOne); // 41
fortyOne + 1; // 42The object wrappers hello and fortyOne above have toString() and valueOf() methods configured on them, to behave similarly to the spyObject / etc objects from our previous examples.
A special case to be careful of with wrapped-object primitives is with Boolean():
nope = new Boolean(false);
Boolean(nope); // true <--- oops!
!!nope; // true <--- oops!Remember, this is because ToBoolean() does not reduce an object to its primitive form with ToPrimitive; it merely looks up the value in its internal table, and since normal (non-exotic7) objects are always truthy, true comes out.
| NOTE: |
|---|
It's a nasty little gotcha. A case could certainly be made that new Boolean(false) should configure itself internally as an exotic "falsy object". 7 Unfortunately, that change now, 25 years into JS's history, could easily create breakage in programs. As such, JS has left this gotcha untouched. |
As we've seen, you can always define a toString() on an object to have it invoked by the appropriate ToPrimitive() coercion. But another option is to override the Symbol.toStringTag:
spyObject5a = {};
String(spyObject5a);
// "[object Object]"
spyObject5a.toString();
// "[object Object]"
spyObject5b = {
[Symbol.toStringTag]: "my-spy-object"
};
String(spyObject5b);
// "[object my-spy-object]"
spyObject5b.toString();
// "[object my-spy-object]"
spyObject5c = {
get [Symbol.toStringTag]() {
return `myValue:${this.myValue}`;
},
myValue: 42
};
String(spyObject5c);
// "[object myValue:42]"
spyObject5c.toString();
// "[object myValue:42]"Symbol.toStringTag is intended to define a custom string value to describe the object whenever its default toString() operation is invoked directly, or implicitly via coercion; in its absence, the value used is "Object" in the common "[object Object]" output.
The get .. syntax in spyObject5c is defining a getter. That means when JS tries to access this Symbol.toStringTag as a property (as normal), this getter code instead causes the function we specify to be invoked to compute the result. We can run any arbitrary logic inside this getter to dynamically determine a string tag for use by the default toString() method.
You can alternately override the whole default ToPrimitive() operation for any object, by setting the special symbol property Symbol.toPrimitive to hold a function:
spyObject6 = {
[Symbol.toPrimitive](hint) {
console.log(`toPrimitive(${hint}) invoked!`);
return 25;
},
toString() {
console.log("toString() invoked!");
return "10";
},
valueOf() {
console.log("valueOf() invoked!");
return 42;
},
};
String(spyObject6);
// toPrimitive(string) invoked!
// "25" <--- not "10"
spyObject6 + "";
// toPrimitive(default) invoked!
// "25" <--- not "42"
Number(spyObject6);
// toPrimitive(number) invoked!
// 25 <--- not 42 or "25"
+spyObject6;
// toPrimitive(number) invoked!
// 25As you can see, if you define this function on an object, it's used entirely in replacement of the default ToPrimitive() abstract operation. Since hint is still provided to this invoked function ([Symbol.toPrimitive](..)), you could in theory implement your own version of the algorithm, invoking a toString(), valueOf(), or any other method on the object (this context reference).
Or you can just manually define a return value as shown above. Regardless, JS will not automatically invoke either toString() or valueOf() methods.
| WARNING: |
|---|
As discussed prior in "No Primitive Found?", if the defined Symbol.toPrimitive function does not actually return a value that's a primitive, an exception will be thrown about being unable to "...convert object to primitive value". Make sure to always return an actual primitive value from such a function! |
Thus far, the coercions we've seen have been focused on single values. We turn out attention now to equality comparisons, which inherently involve two values, either or both of which may be subject to coercion.
Earlier in this chapter, we talked about several abstract operations for value equality comparison.
For example, the SameValue() operation13 is the strictest of the equality comparisons, with absolutely no coercion. The most obvious JS operation that relies on SameValue() is:
Object.is(42,42); // true
Object.is(-0,-0); // true
Object.is(NaN,NaN); // true
Object.is(0,-0); // falseThe SameValueZero() operation -- recall, it only differs from SameValue() by treating -0 and 0 as indistinguishable -- is used in quite a few more places, including:
[ 1, 2, NaN ].includes(NaN); // trueWe can see the 0 / -0 misdirection of SameValueZero() here:
[ 1, 2, -0 ].includes(0); // true <--- oops!
(new Set([ 1, 2, 0 ])).has(-0); // true <--- ugh
(new Map([[ 0, "ok" ]])).has(-0); // true <--- :(In these cases, there's a coercion (of sorts!) that treats -0 and 0 as indistinguishable. No, that's not technically a "coercion" in that the type is not being changed, but I'm sort of fudging the definition to include this case in our broader discussion of coercion here.
Contrast the includes() / has() methods here, which activate SameValueZero(), with the good ol' indexOf(..) array utility, which instead activates IsStrictlyEqual() instead. This algorithm is slightly more "coercive" than SameValueZero(), in that it prevents NaN values from ever being treated as equal to each other:
[ 1, 2, NaN ].indexOf(NaN); // -1 <--- not foundIf these nuanced quirks of includes(..) and indexOf(..) bother you, when searching -- looking for an equality match within -- for a value in an array, you can avoid any "coercive" quicks and force the strictest SameValue() equality matching, via Object.is(..):
vals = [ 0, 1, 2, -0, NaN ];
vals.find(v => Object.is(v,-0)); // -0
vals.find(v => Object.is(v,NaN)); // NaN
vals.findIndex(v => Object.is(v,-0)); // 3
vals.findIndex(v => Object.is(v,NaN)); // 4The most obvious place where coercion is involved in equality checks is with the == operator. Despite any pre-conceived notions you may have about ==, it behaves extremely predictably, ensuring that both operands match types before performing its equality check.
To state something that may or may not be super obvious: the == (and ===) operators always return a boolean (true or false), indicating the result of the equality check; they never return anything else, regardless of what coercion may happen.
Now, recall and review the steps discussed earlier in the chapter for the IsLooselyEqual() operation. 15 Its behavior, and thus how == acts, can be pragmatically intuited with just these two facts in mind:
-
If the types of both operands are the same,
==has the exact same behavior as===--IsLooselyEqual()immediately delegates toIsStrictlyEqual(). 14For example, when both operands are object references:
myObj = { a: 1 }; anotherObj = myObj; myObj == anotherObj; // true myObj === anotherObj; // true
Here,
==and===determine that both of their respective operands are of theobjectreference type, so both equality checks behave identically; they compare the object references for equality. -
But if the operand types differ,
==allows coercion until they match, and prefers numeric comparison; it attempts to coerce both operands to numbers, if possible:42 == "42"; // true
Here, the
"42"string is coerced to a42number (not vice versa), and thus the comparison is then42 == 42, and must clearly returntrue.
Armed with this knowledge, we'll now dispel the common myth that only === checks the type and value, while == checks only the value. Not true!
In fact, == and === are both type-sensitive, each checking the types of their operands. The == operator allows coercion of mismatched types, whereas === disallows any coercion.
It's a nearly universally held opinion that == should be avoided in favor of ===. I may be one of the only developers who publicly advocates a clear and straight-faced case for the opposite. I think the main reason people instead prefer ===, beyond simply conforming to the status quo, is a lack of taking the time to actually understand ==.
I'll be revisiting this topic to make the case for preferring == over ===, later in this chapter, in "Type Aware Equality". All I ask is, no matter how strongly you currently disagree with me, try to keep an open mindset.
We've already seen a number of JS operations that are nullish -- treating null and undefined as coercively equal to each other, including the ?. optional-chaining operator and the ?? nullish-coalescing operator (see "Null'ish" in Chapter 1).
But == is the most obvious place that JS exposes nullish coercive equality:
null == undefined; // trueNeither null nor undefined will ever be coercively equal to any other value in the language, other than to each other. That means == makes it ergonomic to treat these two values as indistinguishable.
You might take advantage of this capability as such:
if (someData == null) {
// `someData` is "unset" (either null or undefined),
// so set it to some default value
}
// OR:
if (someData != null) {
// `someData` is set (neither null nor undefined),
// so use it somehow
}Remember that != is the negation of ==, whereas !== is the negation of ===. Don't match the count of =s unless you want to confuse yourself!
Compare these two approaches:
if (someData == null) {
// ..
}
// vs:
if (someData === null || someData === undefined) {
// ..
}Both if statements will behave exactly identically. Which one would you rather write, and which one would you rather read later?
To be fair, some of you prefer the more verbose === equivalent. And that's OK. I disagree, I think the == version of this check is much better. And I also maintain that the == version is more consistent in stylistic spirit with how the other nullish operators like ?. and ?? act.
But another minor fact you might consider: in performance benchmarks I've run many times, JS engines can perform the single == null check as shown slightly faster than the combination of two === checks. In other words, there's a tiny but measurable benefit to letting JS's == perform the implicit nullish coercion than in trying to explicitly list out both checks yourself.
I'd observe that even many diehard === fans tend to concede that == null is at least one such case where == is preferable.
Aside from some coercive corner cases we'll address in the next section, probably the biggest gotcha to be aware of with == has to do with booleans.
Pay very close attention here, as it's one of the biggest reasons people get bitten by, and then come to despise, ==. If you take my simple advice (at the end of this section), you'll never be a victim!
Consider the following snippet, and let's assume for a minute that isLoggedIn is not holding a boolean value (true or false):
if (isLoggedIn) {
// ..
}
// vs:
if (isLoggedIn == true) {
// ..
}We've already covered the first if statement form. We know if expects a boolean, so in this case isLoggedIn will be coerced to a boolean using the lookup table in the ToBoolean() abstract operation. Pretty straightforward to predict, right?
But take a look at the isLoggedIn == true expression. Do you think it's going to behave the same way?
If your instinct was yes, you've just fallen into a tricky little trap. Recall early in this chapter when I warned that the rules of ToBoolean() coercion only apply if the JS operation is actually activating that algorithm. Here, it seems like JS must be doing so, because == true seems so clearly a "boolean related" type of comparison.
But nope. Go re-read the IsLooselyEqual() algorithm (for ==) earlier in the chapter. Go on, I'll wait. If you don't like my summary, go read the specification algorithm15 itself.
OK, do you see anything in there that mentions invoking ToBoolean() under any circumstance?
Nope!
Remember: when the types of the two == operands are not the same, it prefers to coerce them both to numbers.
What might be in isLoggedIn, if it's not a boolean? Well, it could be a string value like "yes", for example. In that form, if ("yes") { .. } would clearly pass the conditional check and execute the block.
But what's going to happen with the == form of the if conditional? It's going to act like this:
// (1)
"yes" == true
// (2)
"yes" == 1
// (3)
NaN == 1
// (4)
NaN === 1 // falseSo in other words, if isLoggedIn holds a value like "yes", the if (isLoggedIn) { .. } block will pass the conditional check, but the if (isLoggedIn == true) check will not. Ugh!
What if isLoggedIn held the string "true"?
// (1)
"true" == true
// (2)
"true" == 1
// (3)
NaN == 1
// (4)
NaN === 1 // falseFacepalm.
Here's a pop quiz: what value would isLoggedIn need to hold for both forms of the if statement conditional to pass?
...
...
...
...
What if isLoggedIn was holding the number 1? 1 is truthy, so the if (isLoggedIn) form passes. And the other == form that involves coercion:
// (1)
1 == true
// (2)
1 == 1
// (3)
1 === 1 // trueBut if isLoggedIn was instead holding the string "1"? Again, "1" is truthy, but what about the == coercion?
// (1)
"1" == true
// (2)
"1" == 1
// (3)
1 == 1
// (4)
1 === 1 // trueOK, so 1 and "1" are two values that isLoggedIn can hold that are safe to coerce along with true in a == equality check. But basically almost no other values are safe for isLoggedIn to hold.
We have a similar gotcha if the check is == false. What values are safe in such a comparison? "" and 0 work. But:
if ([] == false) {
// this will run!
}[] is a truthy value, but it's also coercively equal to false?! Ouch.
What are we to make of these gotchas with == true and == false checks? I have a plain and simple answer.
Never, ever, under any circumstances, perform a == check if either side of the comparison is a true or false value. It looks like it's going to behave as a nice ToBoolean() coercion, but it slyly won't, and will instead be ensnared in a variety of coercion corner cases (addressed in the next section). And avoid the === forms, too.
When you're dealing with booleans, stick to the implicitly coercive forms that are genuinely activating ToBoolean(), such as if (isLoggedIn), and stay away from the == / === forms.
I've been clear in expressing my pro-coercion opinion thus far. And it is just an opinion, though it's based on interpreting facts gleaned from studying the language specification and observable JS behaviors.
That's not to say that coercion is perfect. There's several frustrating corner cases we need to be aware of, so we avoid tripping into those potholes. In case it's not clear, my following characterizations of these corner cases are just more of my opinions. Your mileage may vary.
We already saw that the string coercion of an array looks like this:
String([ 1, 2, 3 ]); // "1,2,3"I personally find that super annoying, that it doesn't include the surrounding [ ]. In particular, that leads to this absurdity:
String([]); // ""So we can't tell that it's even an array, because all we get is an empty string? Great, JS. That's just stupid. Sorry, but it is. And it gets worse:
String([ null, undefined ]); // ","WAT!? We know that null coerces to the string "null", and undefined coerces to the string "undefined". But if those values are in an array, they magically just disappear as empty strings in the array-to-string coercion. Only the "," remains to even hint to us there was anything at all in the array! That's just silly town, right there.
What about objects? Almost as aggravating, though in the opposite direction:
String({}); // "[object Object]"
String({ a: 1 }); // "[object Object]"Umm... OK. Sure, thanks JS for no help at all in understanding what the object value is.
I'm about to reveal what I think is the worst root of all coercion corner case evil. Are you ready for it?!?
Number(""); // 0
Number(" "); // 0I'm still shaking my head at this one, and I've known about it for nearly 20 years. I still don't get what Brendan was thinking with this one.
The empty string is devoid of any contents; it has nothing in it with which to determine a numeric representation. 0 is absolutely NOT the numeric equivalent of missing/invalid numeric value. You know what number value we have that is well-suited to communicate that? NaN. Don't even get me started on how whitespace is stripped from strings when coercing to a number, so the very-much-not-empty " " string is still treated the same as "" for numeric coercion purposes.
Even worse, recall how [] coerces to the string ""? By extension:
Number([]); // 0Doh! If "" didn't coerce to 0 -- remember, this is the root of all coercion evil! --, then [] wouldn't coerce to 0 either.
This is just absurd, upside-down universe territory.
Much more tame, but still mildly annoying:
Number("NaN"); // NaN <--- accidental!
Number("Infinity"); // Infinity
Number("infinity"); // NaN <--- oops, watch case!The string "NaN" is not parsed as a recognizable numeric value, so the coercion fails, producing (accidentally!) the NaN value. "Infinity" is explicitly parseable for the coercion, but any other casing, including "infinity", will fail, again producing NaN.
This next example, you may not think is a corner case at all:
Number(false); // 0
Number(true); // 1It's merely programmer convention, legacy from languages that didn't originally have boolean true and false values, that we treat 0 as false, and 1 as true. But does it really make sense to go the other direction?
Think about it this way:
false + true + false + false + true; // 2Really? I don't think there's any case where treating a boolean as its number equivalent makes any rational sense in a program. I can understand the reverse, for historical reasons: Boolean(0) and Boolean(1).
But I genuniely feel that Number(false) and Number(true) (as well as any implicit coercion forms) should produce NaN, not 0 / 1.
To prove my point, let's take the absurdity up to level 11:
[] == ![]; // trueHow!? That seems beyond credibility that a value could be coercively equal to its negation, right!?
But follow down the coercion rabbit hole:
[] == ![][] == false"" == false0 == false0 == 00 === 0->true
We've got three different absurdities conspiring against us: String([]), Number(""), and Number(false); if any of these weren't true, this nonsense corner case outcome wouldn't occur.
Let me make something absolutely clear, though: none of this is =='s fault. It gets the blame here, of course. But the real culprits are the underlying string and number corner cases.
We've now sliced and diced and examined coercion from every conceivable angle, starting from the abstract internals of the specification, then moving to the concrete expressions and statements that actually trigger the coercions.
But what's the point of all this? Is the detail in this chapter, and indeed this whole book up to this point, mostly just trivia? Eh, I don't think so.
Let's return to the observations/questions I posed way back at the beginning of this long chapter.
There's no shortage of opinions (especially negative) about coercion. The nearly universally held position is that coercion is mostly/entirely a bad part of JS's language design. But inspite of that reality, most every developer, in most every JS program ever written, faces the reality that coercion cannot be avoided.
In other words, no matter what you do, you won't be able to get away from the need to be aware of, understand, and manage JS's value-types and the conversions them. Contrary to common assumptions, embracing a dynamically-typed (or even a weakly-typed) language, does not mean being careless or unaware of types.
Type-aware programming is always, always better than type ignorant/agnostic programming.
Surely you're thinking at this moment: "Why can't I just use TypeScript and declare all my types statically, avoiding all the confusion of dynamic typing and coercion?"
| NOTE: |
|---|
| I have many more detailed thoughts on TypeScript and the larger role it plays in our ecosystem; I'll save those opinions for the appendix ("Thoughts on TypeScript"). |
Let's start by addressing head on the ways TypeScript does, and does not, aid in type-aware programming, as I'm advocating.
TypeScript is both statically-typed (meaning types are declared at author time and checked at compile-time) and strongly-typed (meaning variables/containers are typed, and these associations are enforced; strongly-typed systems also disallow implicit coercion). The greatest strength of TypeScript is that it typically forces both the author of the code, and the reader of the code, to confront the types comprising most (ideally, all!) of a program. That's definitely a good thing.
By contrast, JS is dynamically-typed (meaning types are discovered and managed purely at runtime) and weakly-typed (meaning variables/containers are not typed, so there's no associations to enforce, and variables can thus hold any value-types; weakly-typed systems allow any form of coercion).
| NOTE: |
|---|
| I'm hand-waving at a pretty high level here, and intentionally not diving deeply into lots of nuance on the static/dynamic and strong/weak typing spectrums. If you're feeling the urge to "Well, actually..." me at this moment, please just hold on a bit and let me lay out my arguments. |
Does a dynamically-typed system automatically mean you're programming with less type-awareness? Many would argue that, but I disagree.
I do not at all think that declaring static types (annotations, as in TypeScript) is the only way to accomplish effective type-awareness. Clearly, though, proponents of static-typing believe that is the best way.
Let me illustrate type-awareness without TypeScript's static typing. Consider this variable declaration:
let API_BASE_URL = "https://some.tld/api/2";Is that statement in any way type-aware? Sure, there's no : string annotation after API_BASE_URL. But I definitely think it is still type-aware! We clearly see the value-type (string) of the value being assigned to API_BASE_URL.
| WARNING: |
|---|
Don't get distracted by the let declaration being re-assignable (as opposed to a const). JS's const is not a first-class feature of its type system. We don't really gain additional type-awareness simply because we know that reassignment of a const variable is disallowed by the JS engine. If the code is structured well -- ahem, structured with type-awareness as a priority -- we can just read the code and see clearly that API_BASE_URL is not reassigned and is thus still the value-type it was previously assigned. From a type-awareness perspective, that's effectively the same thing as if it couldn't be reassigned. |
If I later want to do something like:
// are we using the secure API URL?
isSecureAPI = /^https/.test(API_BASE_URL);I know the regular-expression test(..) method expects a string, and since I know API_BASE_URL is holding a string, I know that operation is type-safe.
Similarly, since I know the simple rules of ToBoolean() coercion as it relates to string values, I know this kind of statement is also type-safe:
// do we have an API URL determined yet?
if (API_BASE_URL) {
// ..
}But if later, I start to type something like this:
APIVersion = Number(API_BASE_URL);A warning siren triggers in my head. Since I know there's some very specific rules about how string values coerce to numbers, I recognize that this operation is not type-safe. So I instead approach it differently:
// pull out the version number from API URL
versionDigit = API_BASE_URL.match(/\/api\/(\d+)$/)[1];
// make sure the version is actually a number
APIVersion = Number(versionDigit);I know that API_BASE_URL is a string, and I further know the format of its contents includes ".../api/{digits}" at the end. That lets me know that the regular expression match will succeed, so the [1] array access is type-safe.
I also know that versionDigit will hold a string, because that's what regular-expression matches return. Now, I know it's safe to coerce that numeric-digit string into a number with Number(..).
By my definition, that kind of thinking, and that style of coding, is type-aware. Type-awareness in coding means thinking carefully about whether or not such things will be clear and obvious to the reader of the code.
TypeScript fans will point out that TypeScript can, via type inference, do static typing (enforcement) without ever needing a single type annotation in the program. So all the code examples I shared in the previous section, TypeScript can also handle, and provide its flavor of compile-time static type enforcement.
In other words, TypeScript will give us the same kind of benefit in type checking, whichever of these two we write:
let API_BASE_URL: string = "https://some.tld/api/2";
// vs:
let API_BASE_URL = "https://some.tld/api/2";But there's no free-lunch. We have some issues we need to confront. First of all, TypeScript does not trigger an error here:
API_BASE_URL = "https://some.tld/api/2";
APIVersion = Number(API_BASE_URL);
// NaNIntuitively, I want a type-aware system to understand why that's unsafe. But maybe that's just too much to ask. Or perhaps if we actually define a more narrow/specific type for that API_BASE_URL variable, than simply string, it might help? We can use a TypeScript trick called "Template Literal Types": 23
type VersionedURL = `https://some.tld/api/${number}`;
API_BASE_URL: VersionedURL = "https://some.tld/api/2";
APIVersion = Number(API_BASE_URL);
// NaNNope, TypeScript still doesn't see any problem with that. Yes, I know there's an explanation for why (how Number(..) itself is typed).
| NOTE: |
|---|
| I imagine the really smart folks who know TypeScript well have creative ideas on how we can contort ourselves into raising an error there. Maybe there's even a dozen different ways to force TypeScript to trigger on that code. But that's not really the point. |
My point is, we cannot fully rely on TypeScript types to solve all our problems, letting us check out and remain blissfully unaware of the nuances of types and, in this case, coercion behaviors.
But! You're surely objecting to this line of argument, desperate to assert that even if TypeScript can't understand some specific situation, surely using TypeScript doesn't make it worse! Right!?
Let's look at what TypeScript has to say24 about this line:
type VersionedURL = `https://some.tld/api/${number}`;
let API_BASE_URL: VersionedURL = "https://some.tld/api/2";
let versionDigit = API_BASE_URL.match(/\/api\/(\d+)$/)[1];
// Object is possibly 'null'.The error indicates that the [1] access isn't type-safe, because if the regular expression fails to find any match on the string, match(..) returns null.
You see, even though I can reason about the contents of the string compared to how the regular expression is written, and even if I went to the trouble to make it super clear to TypeScript exactly what those specific string contents are, it's not quite smart enough to line those two up to see that it's actually fully type-safe to assume the match happens.
| TIP: |
|---|
| Is it really the job of, and best use of, a type-aware tool to be contorted to express every single possible nuance of type-safety? We don't need perfect and universal tools to derive immense amounts of benefit from the stuff they can do. |
Moreover, comparing the code style in the previous section to the code in this section (with or without the annotations), is TypeScript actually making our coding more type-aware?
Like, does that type VersionedURL = .. and API_BASE_URL: VersionedURL stuff actually make our code more clearly type-aware? I don't necessarily think so.
Yes, I hear you screaming at me through the computer screen. Yes, I know that TypeScript provides what type information it discovers (or infers) to your code editor, which comes through in the form of intelligent autocompletes, helpful inline warning markers, etc.
But I'm arguing that even those don't, in and of themselves, make you more type-aware as a developer
Why? Because type-awareness is not just about the authoring experience. It's also about the reading experience, maybe even more so. And not all places/mechanisms where code is read, have access to benefit from all the extra intelligence.
Look, the magic of a language-server pumping intelligence into your code editor is unquestionably amazing. It's cool and super helpful.
And I don't begrudge TypeScript as a tool inferring things about my JS code and giving me hints and suggestions through delightful code editor integrations. I just don't necessarily want to have to annotate type information in some extremely specific way just to silence the tool's complaints.
But even if I did/had all that, it's still not sufficient for me to be fully type-aware, both as a code-author and as a code-reader.
These tools don't catch every type error that can happen, no matter how much we want to tell ourselves they can, and no matter how many hoops and contortions we endure to wish it so. All the efforts to coax and coerce a tool into catching those nuanced errors, through endlessly increasing complexity of type syntax tricks, is... at best, misplaced effort.
Moreover, no such tool is immune to false positives, complaining about things which aren't actually errors; these tools will never be as smart as we are as humans. You're really wasting your time in chasing down some quirky syntax trick to quite down the tool's complaints.
There's just no substitute, if you want to truly be a type-aware code-author and code-reader, from learning how the language's built-in type systems work. And yes, that means every single developer on your team needs to spend the efforts to learn it. You can't water this stuff down just to be more attainable for less experienced developers on the project/team.
Even if we granted that you could avoid 100% of all implicit coercions -- you can't -- you are absolutely going to face the need to explicit coercions -- all programs do!
And if your response to that fact is to suggest that you'll just offload the mental burden of understanding them to a tool like TypeScript... then I'm sorry to tell you, but you're plainly and painfully falling short of the type-aware bar that I'm challenging all developers to strive towards.
I'm not advocating, here, for you to ditch TypeScript. If you like it, fine. But I am very explicitly and passionately challenging you: stop using TypeScript as a crutch. Stop prostrating yourself to appease the TypeScript engine overlords. Stop foolishly chasing every type rabbit down every syntactic hole.
From my observation, there's a tragic, inverse relationship between usage of type-aware tooling (like TypeScript) and the desire/effort to pursue actual type-awareness as a code-author and code-reader. The more you rely on TypeScript, the more it seems you're tempted and encouraged to shift your attention away from JS's type system (and especially, from coercion) to the alternate TypeScript type system.
Unfortunately, TypeScript can never fully escape JS's type system, because TypeScript's types are erased by the compiler, and what's left is just JS that the JS engine has to contend with.
| TIP: |
|---|
| Imagine if someone handed you a cup of filtered water to drink. And just before you took a sip, they said, "We extracted that water from the ground near a waste dump. But don't worry, we used a perfectly great filter, and that water is totally safe!" How much do you trust that filter? More to my overall point, wouldn't you feel more comfortable drinking that water if you understood everything about the source of the water, all the processes of filtration, and everything that was in the water of the glass in your hand!? Or is trusting that filter good enough? |
I'll close this long, winding chapter with one final illustration, modeling how I think developers should -- armed with more critical thinking than bandwagon conformism -- approach type-aware coding, whether you use a tool like TypeScript or not.
We'll yet again revisit equality comparisons (== vs ===), from the perspective of type-awareness. Earlier in this chapter, I promised that I would make the case for == over ===, so here it goes.
Let's restate/summarize what we know about == and === so far:
-
If the types of the operands for
==match, it behaves exactly the same as===. -
If the types of the operands for
===do not match, it will always returnfalse. -
If the types of the operands for
==do not match, it will allow coercion of either operand (generally preferring numeric type-values), until the types finally match; once they match, see (1).
OK, so let's take those facts and analyze how they might interact in our program.
If you are making an equality comparison of x and y like this:
if ( /* are x and y equal */ ) {
// ..
}What are the possible conditions we may be in, with respect to the types of x and y?
-
We might know exactly what type(s)
xandycould be, because we know how those variables are getting assigned. -
Or we might not be able to tell what those types could be. It could be that
xorycould be any type, or at least any of several different types, such that the possible combinations of types in the comparison are too complex to understand/predict.
Can we agree that (1) is far preferable to (2)? Can we further agree that (1) represents having written our code in a type-aware fashion, whereas (2) represents code that is decidedly type-unaware?
If you're using TypeScript, you're very likely to be aware of the types of x and y, right? Even if you're not using TypeScript, we've already shown that you can take intentional steps to write your code in such a way that the types of x and y are known and obvious.
If you're in scenario (2), I'm going to assert that your code is in a problem state. Your code is less-than-ideal. Your code needs to be refactored. The best thing to do, if you find code in this state, is... fix it!
Change the code so it's type-aware. If that means using TypeScript, and even inserting some type annotations, do so. Or if you feel you can get to the type-aware state with just JS, do that. Either way, do whatever you can to get to scenario (1).
If you cannot ensure the code doing this equality comparison between x and y is type-aware, and you have no other options, then you absolutely must use the === strict-equality operator. Not doing so would be supremely irresponsible.
if (x === y) {
// ..
}If you don't know anything about the types, how could you (or any other future reader of your code) have any idea how the coercive steps in == are going to behave!? You can't.
The only responsible thing to do is, avoid coercion and use ===.
But don't lose sight of this fact: you're only picking === as a last resort, when your code is so type-unaware -- ahem, type-broken! -- as to have no other choice.
OK, let's instead assume you're in scenario (1). You know the types of x and y. It's very clear in the code what this narrow set of types participating in the equality check can be.
Great!
But there's still two possible sub-conditions you may be in:
-
(1a):
xandymight already be of the same type, whether that be both arestrings,numbers, etc. -
(1b):
xandymight be of different types.
Let's consider each of these cases individually.
If the types in the equality comparison match (whatever they are), we already know for certain that == and === do exactly the same thing. There's absolutely no difference.
Except, == is shorter by one character. Most developers feel instinctively that the most terse but equivalent version of something is often most preferable. That's not universal, of course, but it's a general preference at least.
// this is best
if (x == y) {
// ..
}In this particular case, an extra = would do nothing for us to make the code more clear. In fact, it actually would make the comparison worse!
// this is strictly worse here!
if (x === y) {
// ..
}Why is it worse?
Because in scenario (2), we already established that === is used for the last-resort when we don't know enough/anything about the types to be able to predict the outcome. We use === when we want to make sure we're avoiding coercion when we know coercion could occur.
But that doesn't apply here! We already know that no coercion would occur. There's no reason to confuse the reader with a === here. If you use === in a place where you already know the types -- and moreover, they're matched! -- that actually might send a mixed signal to the reader. They might have assumed they knew what would happen in the equality check, but then they see the === and they second guess themselves!
Again, to state it plainly, if you know the types of an equality comparison, and you know they match, there's only one right choice: ==.
// stick to this option
if (x == y) {
// ..
}OK, we're in our final scenario. We need to compare x and y, and we know their types, but we also know their types are NOT the same.
Which operator should we use here?
If you pick ===, you've made a huge mistake. Why!? Because === used with known-mismatched types will never, ever, ever return true. It will always fail.
// `x` and `y` have different types?
if (x === y) {
// congratulations, this code in here will NEVER run
}OK. So, === is out when the types are known and mismatched. What's our only other choice?
Well, actually, we again have two options. We could decide:
-
(1b-1): Let's change the code so we're not trying to do an equality check with known mismatched types; that could involve explicitly coercing one or both values so they types now match, in which case pop back up to scenario (1a).
-
(1b-2): If we're going to compare known mismatched types for equality, and we want any hope of that check ever passing, we must used
==, because it's the only one of the equality operators which can coerce one or both operands until the types match.
// `x` and `y` have different types,
// so let's allow JS to coerce them
// for equality comparison
if (x == y) {
// .. (so, you're saying there's a chance?)
}That's it. We're done. We've looked at every possible type-sensitive equality comparison condition (between x and y).
The case for always preferring == over === is as follows:
-
Whether you use TypeScript or not -- but especially if you do use TypeScript -- the goal should be to have every single part of the code, including all equality comparisons, be type-aware.
-
If you know the types, you should always prefer
==.-
In the case where the types match,
==is both shorter and more proper for the check. -
In the case where the types are not matched,
==is the only operator that can coerce operand(s) until the types match, so it's the only way such a check could ever hope to pass
-
-
Finally, only if you can't know/predict the types, for some frustrating reason, and you have no other option, fall back to using
===as a last resort. And probably add a code comment there admitting why===is being used, and maybe prompting some future developer to later change the code to fix that deficiency and remove the crutch of===.
Let me be super clear: if you're using TypeScript properly, and you know the types of an equality comparison, using === for that comparison is just plain wrong! Period.
The problem is, TypeScript strangely and frustratingly still requires you to use ===, unless it already knows that the types are matched.
That's because TypeScript either doesn't fully understand type-awareness and coercion, or -- and this is even more infuriating! -- it fully understands but it still despises JS's type system so much as to eschew even the most basic of type-aware reasoning.
Don't believe me? Think I'm being too harsh? Try this in TypeScript: 25
let result = (42 == "42");
// This condition will always return 'false' since
// the types 'number' and 'string' have no overlap.I am at a loss for words to describe how aggravating that is to me. If you've paid attention to this long, heavy chapter, you know that TypeScript is basically telling a lie here. Of course 42 == "42" will produce true in JS.
Well, it's not a lie, but it's exposing a fundamental truth that so many still don't fully appreciate: TypeScript completely tosses out the normal rules of JS's type system, because TypeScript's position is that JS's type system -- and especially, implicit coercion -- are bad, and need to be replaced.
In TypeScript's world, 42 and "42" can never be equal to each other. Hence the error message. But in JS land, 42 and "42" are absolutely coercively equal to each other. And I believe I've made a strong case here that they should be assumed to be safely coercively equivalent.
What bothers me even more is, TypeScript has a variety of inconsistencies in this respect. TypeScript is perfectly fine with the implicit coercion in this code:
irony = `The value '42' and ${42} are coercively equal.`;The 42 gets implicitly coerced to a string when interpolating it into the sentence. Why is TypeScript ok with this implicit coercion, but not the 42 == "42" implicit coercion?
TypeScript has no complaints about this code, either:
API_BASE_URL = "https://some.tld/api/2";
if (API_BASE_URL) {
// ..
}Why is ToBoolean() an OK implicit coercion, but ToNumber() in the == algorithm is not?
I will leave you to ponder this: do you really think it's a good idea to write code that will ultimately run in a JS engine, but use a tool and style of code that has intentionally ejected most of an entire pillar of the JS language? Moreover, is it fine that it's also flip-flopped with a variety of inconsistent exceptions, simply to cater to the old habits of JS developers?
I hope by now you're feeling a lot more informed about how JS's type system works, from primitive value types to the object types, to how type coercions are performed by the engine.
More importantly, you also now have a much more complete picture of the pros/cons of the choices we make using JS's type system, such as choosing implicit or explicit coercions at different points.
But we haven't fully covered the context in which the type system operates. For the remainder of this book, we'll turn our attention to the syntax/grammar rules of JS that govern how operators and statements behave.
Footnotes
-
"The State of JavaScript - Brendan Eich", comment thread, Hacker News; Oct 9 2012; https://news.ycombinator.com/item?id=4632704 ; Accessed August 2022 ↩
-
"JavaScript: The World's Most Misunderstood Programming Language"; 2001; https://www.crockford.com/javascript/javascript.html ; Accessed August 2022 ↩
-
"json2.js", Github; Apr 21 2018; https://github.com/douglascrockford/JSON-js/blob/8e8b0407e475e35942f7e9461dab81929fcc7321/json2.js#L336 ; Accessed August 2022 ↩ ↩2
-
ESDiscuss mailing list; Aug 26 2014; https://esdiscuss.org/topic/string-symbol#content-15 ; Accessed August 2022 ↩ ↩2
-
"7.1 Type Conversion", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-type-conversion ; Accessed August 2022 ↩
-
"7.1.2 ToBoolean(argument)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-toboolean ; Accessed August 2022 ↩
-
"B.3.6 The [[IsHTMLDDA]] Internal Slot", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-IsHTMLDDA-internal-slot ; Accessed August 2022 ↩ ↩2 ↩3
-
"7.1.1.1 OrdinaryToPrimitive(O,hint)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-ordinarytoprimitive ; Accessed August 2022 ↩
-
"7.1.17 ToString(argument)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-tostring ; Accessed August 2022 ↩
-
"22.1.1.1 String(value)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-string-constructor-string-value ; Accessed August 2022 ↩
-
"7.1.4 ToNumber(argument)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-tonumber ; Accessed August 2022 ↩
-
"21.1.1.1 Number(value)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-number-constructor-number-value ; Accessed August 2022 ↩
-
"7.2.11 SameValue(x,y)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-samevalue ; Accessed August 2022 ↩ ↩2
-
"7.2.16 IsStrictlyEqual(x,y)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-isstrictlyequal ; Accessed August 2022 ↩ ↩2
-
"7.2.15 IsLooselyEqual(x,y)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-islooselyequal ; Accessed August 2022 ↩ ↩2 ↩3
-
"6.1.6 Numeric Types", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-numeric-types ; Accessed August 2022 ↩ ↩2
-
"6.1.6.1.13 Number:equal(x,y)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-numeric-types-number-equal ; Accessed August 2022 ↩
-
"6.1.6.2.13 BigInt:equal(x,y)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-numeric-types-bigint-equal ; Accessed August 2022 ↩
-
"7.2.14 IsLessThan(x,y,LeftFirst)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-islessthan ; Accessed August 2022 ↩
-
"7.2.9 IsStringPrefix(p,q)", ECMAScript 2022 Language Specification; https://262.ecma-international.org/13.0/#sec-isstringprefix ; Accessed August 2022 ↩
-
"String(symbol)", ESDiscuss mailing list; Aug 12 2014; https://esdiscuss.org/topic/string-symbol ; Accessed August 2022 ↩
-
"ASM.js - Working Draft"; Aug 18 2014; http://asmjs.org/spec/latest/ ; Accessed August 2022 ↩
-
"TypeScript 4.1, Template Literal Types"; https://www.typescriptlang.org/docs/handbook/release-notes/typescript-4-1.html#template-literal-types ; Accessed August 2022 ↩
-
"TypeScript Playground"; https://tinyurl.com/ydkjs-ts-example-1 ; Accessed August 2022 ↩
-
"TypeScript Playground"; https://tinyurl.com/ydkjs-ts-example-2 ; Accessed August 2022 ↩