Is the choice of static and dynamic typing not visible to the programmers of the languages?

From Design Concepts in Programming Languages by Turbak

Although some dynamically typed languages have simple type markers (e.g., Perl variable names begin with a character that indicates the type of value: $ for scalar values, @ for array values, and % for hash values (key/value pairs)), dynamically typed languages typically have no explicit type annotations.

The converse is true in statically typed languages, where explicit type annotations are the norm. Most languages descended from Algol 68 , such as Ada , C / C++ , Java , and Pascal , require that types be explicitly declared for all variables, all data-structure components, and all function/procedure/method parameters and return values. However, some languages (e.g., ML , Haskell , FX , Miranda ) achieve static typing without explicit type declarations via a technique called type reconstruction or type inference.

Question 1: For dynamically typed languages which “have no explicit type annotations”, do they need to infer/reconstruct the types/classes, by using some type/class reconstruction or type/class inference techniques, as statically typed languages do?

Question 2: The above quote says static or dynamic typing and explicit or no type annotations can mix and match.

  • Is the choice between static and dynamic typing only internal to the implementations of programming languages, not visible to the programmers of the languages?

  • Do programmers in programming languages only notice whether the languages use explicit type/class annotations or not, not whether the languages use static or dynamic typing? Specifically, do languages with explicit type/class annotations look the same to programmers, regardless of whether they are static or dynamic typing? Do languages without explicit type/class annotations look the same to programmers, regardless of whether they are static or dynamic typing?

Question 3: If you can understand the following quote from Practical Foundation of Programming Languages by Harper (a preview version is,

  • Do the syntax for numeral (abstract syntax num[n] or concrete syntax overline{n}) and abstraction (abstract syntax fun(x.d) or concrete syntax λ(x)d ) use explicit types/classes with dynamic typing?
  • If yes, is the purpose of using explicit types/classes to avoid type inference/reconstruction?

Section 22.1 Dynamically Typed PCF

To illustrate dynamic typing, we formulate a dynamically typed version of PCF, called DPCF. The abstract syntax of DPCF is given by the following grammar:

Exp d :: = x x variable            num[n] overline{n}      numeral            zero zero      zero            succ(d) succ(d)      successor            ifz {d0; x.d1} (d) ifz d {zero → d0 | succ(x) → d1}      zero test            fun(x.d) λ(x)d      abstraction            ap(d1; d2) d1 (d2)      application            fix(x.d) fix x is d      recursion 

There are two classes of values in DPCF, the numbers, which have the form num[n], and the functions, which have the form fun(x.d). The expressions zero and succ(d) are not themselves values, but rather are constructors that evaluate to values. General recursion is definable using a fixed point combinator but is taken as primitive here to simplify the analysis of the dynamics in Section 22.3.

As usual, the abstract syntax of DPCF is what matters, but we use the concrete syntax to improve readability. However, notational conveniences can obscure important details, such as the tagging of values with their class and the checking of these tags at run-time. For example, the concrete syntax for a number, overline{n}, suggests a “bare” representation, the abstract syntax reveals that the number is labeled with the class num to distinguish it from a function. Correspondingly, the concrete syntax for a function is λ (x) d, but its abstract syntax, fun(x.d), shows that it also sports a class label. The class labels are required to ensure safety by run-time checking, and must not be overlooked when comparing static with dynamic languages.


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Can the value model for variables only be used together with static typing, not with dynamic typing?

There are two models of variables: the value model (e.g. variables in C) and the reference model (e.g. variables in Python).

There is also a distinction between static typing and dynamic typing.

Can the value model only be used together with static typing, not with dynamic typing? Or how can the value model and dynamic typing work together, and maybe some example languages?

Can the reference model for variables work with either static typing or dynamic typing?