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186 lines
5.9 KiB
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********************************************
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Running example: Addition of Natural Numbers
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********************************************
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Throughout this tutorial, we will be working with the following
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function, defined in the Idris prelude, which defines addition on
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natural numbers:
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.. code-block:: idris
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plus : Nat -> Nat -> Nat
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plus Z m = m
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plus (S k) m = S (plus k m)
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It is defined by the above equations, meaning that we have for free the
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properties that adding ``m`` to zero always results in ``m``, and that
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adding ``m`` to any non-zero number ``S k`` always results in
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``S (plus k m)``. We can see this by evaluation at the Idris REPL (i.e.
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the prompt, the read-eval-print loop):
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.. code-block:: idris
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Main> \m => plus Z m
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\m => m
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Idris> \k,m => plus (S k) m
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\k => \m => S (plus k m)
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Note that unlike many other language REPLs, the Idris REPL performs
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evaluation on *open* terms, meaning that it can reduce terms which
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appear inside lambda bindings, like those above. Therefore, we can
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introduce unknowns ``k`` and ``m`` as lambda bindings and see how
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``plus`` reduces.
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The ``plus`` function has a number of other useful properties, for
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example:
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- It is *commutative*, that is for all ``Nat`` inputs ``n`` and ``m``,
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we know that ``plus n m = plus m n``.
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- It is *associative*, that is for all ``Nat`` inputs ``n``, ``m`` and
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``p``, we know that ``plus n (plus m p) = plus (plus m n) p``.
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We can use these properties in an Idris program, but in order to do so
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we must *prove* them.
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Equality Proofs
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===============
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Idris defines a propositional equality type as follows:
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.. code-block:: idris
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data Equal : a -> b -> Type where
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Refl : Equal x x
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As syntactic sugar, ``Equal x y`` can be written as ``x = y``.
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It is *propositional* equality, where the type states that any two
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values in different types ``a`` and ``b`` may be proposed to be equal.
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There is only one way to *prove* equality, however, which is by
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reflexivity (``Refl``).
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We have a *type* for propositional equality here, and correspondingly a
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*program* inhabiting an instance of this type can be seen as a proof of
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the corresponding proposition [1]_. So, trivially, we can prove that
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``4`` equals ``4``:
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.. code-block:: idris
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four_eq : 4 = 4
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four_eq = Refl
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However, trying to prove that ``4 = 5`` results in failure:
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.. code-block:: idris
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four_eq_five : 4 = 5
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four_eq_five = Refl
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The type ``4 = 5`` is a perfectly valid type, but is uninhabited, so
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when trying to type check this definition, Idris gives the following
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error:
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::
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When unifying 4 = 4 and (fromInteger 4) = (fromInteger 5)
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Mismatch between:
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4
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and
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5
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Type checking equality proofs
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-----------------------------
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An important step in type checking Idris programs is *unification*,
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which attempts to resolve implicit arguments such as the implicit
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argument ``x`` in ``Refl``. As far as our understanding of type checking
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proofs is concerned, it suffices to know that unifying two terms
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involves reducing both to normal form then trying to find an assignment
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to implicit arguments which will make those normal forms equal.
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When type checking ``Refl``, Idris requires that the type is of the form
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``x = x``, as we see from the type of ``Refl``. In the case of
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``four_eq_five``, Idris will try to unify the expected type ``4 = 5``
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with the type of ``Refl``, ``x = x``, notice that a solution requires
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that ``x`` be both ``4`` and ``5``, and therefore fail.
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Since type checking involves reduction to normal form, we can write the
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following equalities directly:
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.. code-block:: idris
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twoplustwo_eq_four : 2 + 2 = 4
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twoplustwo_eq_four = Refl
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plus_reduces_Z : (m : Nat) -> plus Z m = m
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plus_reduces_Z m = Refl
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plus_reduces_Sk : (k, m : Nat) -> plus (S k) m = S (plus k m)
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plus_reduces_Sk k m = Refl
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Heterogeneous Equality
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======================
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Equality in Idris is *heterogeneous*, meaning that we can even propose
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equalities between values in different types:
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.. code-block:: idris
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idris_not_php : Z = "Z"
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The type ``Z = "Z"`` is uninhabited, and one might wonder why it is useful to
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be able to propose equalities between values in different types. However, with
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dependent types, such equalities can arise naturally. For example, if two
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vectors are equal, their lengths must be equal:
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.. code-block:: idris
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vect_eq_length : (xs : Vect n a) -> (ys : Vect m a) ->
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(xs = ys) -> n = m
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In the above declaration, ``xs`` and ``ys`` have different types because
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their lengths are different, but we would still like to draw a
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conclusion about the lengths if they happen to be equal. We can define
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``vect_eq_length`` as follows:
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.. code-block:: idris
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vect_eq_length xs xs Refl = Refl
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By matching on ``Refl`` for the third argument, we know that the only
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valid value for ``ys`` is ``xs``, because they must be equal, and
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therefore their types must be equal, so the lengths must be equal.
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Alternatively, we can put an underscore for the second ``xs``, since
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there is only one value which will type check:
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.. code-block:: idris
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vect_eq_length xs _ Refl = Refl
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Properties of ``plus``
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======================
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Using the ``(=)`` type, we can now state the properties of ``plus``
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given above as Idris type declarations:
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.. code-block:: idris
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plus_commutes : (n, m : Nat) -> plus n m = plus m n
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plus_assoc : (n, m, p : Nat) -> plus n (plus m p) = plus (plus n m) p
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Both of these properties (and many others) are proved for natural number
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addition in the Idris standard library, using ``(+)`` from the ``Num``
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interface rather than using ``plus`` directly. They have the names
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``plusCommutative`` and ``plusAssociative`` respectively.
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In the remainder of this tutorial, we will explore several different
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ways of proving ``plus_commutes`` (or, to put it another way, writing
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the function.) We will also discuss how to use such equality proofs, and
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see where the need for them arises in practice.
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.. [1]
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This is known as the Curry-Howard correspondence.
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