:tocdepth: 1 .. _modules: Modules ####### Modules provide a way of organizing QL code by grouping together related types, predicates, and other modules. You can import modules into other files, which avoids duplication, and helps structure your code into more manageable pieces. .. _defining-module: Defining a module ***************** There are various ways to define modules—here is an example of the simplest way, declaring an :ref:`explicit module ` named ``Example`` containing a class ``OneTwoThree``: .. code-block:: ql module Example { class OneTwoThree extends int { OneTwoThree() { this = 1 or this = 2 or this = 3 } } } The name of a module can be any `identifier `_ that starts with an uppercase or lowercase letter. ``.ql`` or ``.qll`` files also implicitly define modules. For more information, see ":ref:`kinds-of-modules`." You can also annotate a module. For more information, see of ":ref:`annotations-overview`." Note that you can only annotate :ref:`explicit modules `. File modules cannot be annotated. .. _kinds-of-modules: Kinds of modules **************** File modules ============ Each query file (extension ``.ql``) and library file (extension ``.qll``) implicitly defines a module. The module has the same name as the file, but any spaces in the file name are replaced by underscores (``_``). The contents of the file form the :ref:`body of the module `. .. _library-modules: Library modules --------------- A library module is defined by a ``.qll`` file. It can contain any of the elements listed in :ref:`module-bodies` below, apart from select clauses. For example, consider the following QL library: **OneTwoThreeLib.qll** .. code-block:: ql class OneTwoThree extends int { OneTwoThree() { this = 1 or this = 2 or this = 3 } } This file defines a library module named ``OneTwoThreeLib``. The body of this module defines the class ``OneTwoThree``. .. _query-modules: Query modules ------------- A query module is defined by a ``.ql`` file. It can contain any of the elements listed in :ref:`module-bodies` below. Query modules are slightly different from other modules: - A query module can't be imported. - A query module must have at least one query in its :ref:`namespace `. This is usually a :ref:`select clause `, but can also be a :ref:`query predicate `. For example: **OneTwoQuery.ql** .. code-block:: ql import OneTwoThreeLib from OneTwoThree ott where ott = 1 or ott = 2 select ott This file defines a query module named ``OneTwoQuery``. The body of this module consists of an :ref:`import statement ` and a :ref:`select clause `. .. _explicit-modules: Explicit modules ================ You can also define a module within another module. This is an explicit module definition. An explicit module is defined with the keyword ``module`` followed by the module name, and then the module body enclosed in braces. It can contain any of the elements listed in ":ref:`module-bodies`" below, apart from select clauses. For example, you could add the following QL snippet to the library file **OneTwoThreeLib.qll** defined :ref:`above `: .. code-block:: ql ... module M { class OneTwo extends OneTwoThree { OneTwo() { this = 1 or this = 2 } } } This defines an explicit module named ``M``. The body of this module defines the class ``OneTwo``. .. _parameterized-modules: Parameterized modules ===================== Parameterized modules are QL's approach to generic programming. Similar to explicit modules, parameterized modules are defined within other modules using the keyword ``module``. In addition to the module name, parameterized modules declare one or more parameters between the name and the module body. For example, consider the module ``M``, which takes two predicate parameters and defines a new predicate that applies them one after the other: .. code-block:: ql module M { bindingset[x] int applyBoth(int x) { result = second(first(x)) } } Parameterized modules cannot be directly referenced. Instead, you instantiate a parameterized module by passing arguments enclosed in angle brackets (``<`` and ``>``) to the module. Instantiated parameterized modules can be used as a :ref:`module expression `, identical to explicit module references. For example, we can instantiate ``M`` with two identical arguments ``increment``, creating a module containing a predicate that adds 2: .. code-block:: ql bindingset[result] bindingset[x] int increment(int x) { result = x + 1 } module IncrementTwice = M; select IncrementTwice::applyBoth(40) // 42 The parameters of a parameterized module are (meta-)typed with :ref:`signatures `. For example, in the previous two snippets, we relied on the predicate signature ``transformer``: .. code-block:: ql bindingset[x] signature int transformer(int x); The instantiation of parameterized modules is applicative. That is, if you instantiate a parameterized module twice with equivalent arguments, the resulting object is the same. Arguments are considered equivalent in this context if they differ only by :ref:`weak aliasing `. This is particularly relevant for type definitions inside parameterized modules as :ref:`classes ` or via :ref:`newtype `, because the duplication of such type definitions would result in incompatible types. The following example instantiates module ``M`` inside calls to predicate ``foo`` twice. The first call is valid but the second call generates an error. .. code-block:: ql bindingset[this] signature class TSig; module M { newtype A = B() or C() } string foo(M::A a) { ... } select foo(M::B()), // valid: repeated identical instantiation of M does not duplicate A, B, C foo(M::B()) // ERROR: M::B is not compatible with M::A Module parameters are dependently typed, meaning that signature expressions in parameter definitions can reference preceding parameters. For example, we can declare the signature for ``T2`` dependent on ``T1``, enforcing a subtyping relationship between the two parameters: .. code-block:: ql signature class TSig; module Extends { signature class Type extends T; } module ParameterizedModule::Type T2> { ... } Dependently typed parameters are particularly useful in combination with :ref:`parameterized module signatures `. .. _module-bodies: Module bodies ************* The body of a module is the code inside the module definition, for example the class ``OneTwo`` in the :ref:`explicit module ` ``M``. In general, the body of a module can contain the following constructs: - :ref:`import-statements` - :ref:`predicates` - :ref:`types` (including user-defined :ref:`classes `) - :ref:`aliases` - :ref:`explicit-modules` - :ref:`select-clauses` (only available in a :ref:`query module `) .. index:: import .. _importing-modules: Importing modules ***************** The main benefit of storing code in a module is that you can reuse it in other modules. To access the contents of an external module, you can import the module using an :ref:`import statement `. When you import a module this brings all the names in its namespace, apart from :ref:`private` names, into the :ref:`namespace ` of the current module. .. _import-statements: Import statements ================= Import statements are used for importing modules. They are of the form: .. code-block:: ql import as import Import statements are usually listed at the beginning of the module. Each import statement imports one module. You can import multiple modules by including multiple import statements (one for each module you want to import). An import statement can also be :ref:`annotated ` with ``private`` or ``deprecated``. If an import statement is annotated with ``private`` then the imported names are not reexported. If an imported name is only reachable through deprecated imports in a given context then usage of the name in that context will generate deprecation warnings. You can import a module under a different name using the ``as`` keyword, for example ``import javascript as js``. The ```` itself can be a module name, a selection, or a qualified reference. For more information, see ":ref:`name-resolution`." For information about how import statements are looked up, see "`Module resolution `__" in the QL language specification. Built-in modules **************** QL defines a ``QlBuiltins`` module that is always in scope. ``QlBuiltins`` defines parameterized sub-modules for working with (partial) equivalence relations (``EquivalenceRelation``) and sets (``InternSets``) in QL. Equivalence relations ===================== The built-in ``EquivalenceRelation`` module is parameterized by a type ``T`` and a binary base relation ``base`` on ``T``. The symmetric and transitive closure of ``base`` induces a partial equivalence relation on ``T``. If every value of ``T`` appears in ``base``, then the induced relation is an equivalence relation on ``T``. The ``EquivalenceRelation`` module exports a ``getEquivalenceClass`` predicate that gets the equivalence class, if any, associated with a given ``T`` element by the (partial) equivalence relation induced by ``base``. The following example illustrates an application of the ``EquivalenceRelation`` module to generate a custom equivalence relation: .. code-block:: ql class Node extends int { Node() { this in [1 .. 6] } } predicate base(Node x, Node y) { x = 1 and y = 2 or x = 3 and y = 4 } module Equiv = QlBuiltins::EquivalenceRelation; from int x, int y where Equiv::getEquivalenceClass(x) = Equiv::getEquivalenceClass(y) select x, y Since ``base`` does not relate ``5`` or ``6`` to any nodes, the induced relation is a partial equivalence relation on ``Node`` and does not relate ``5`` or ``6`` to any nodes either. The above select clause returns the following partial equivalence relation: +---+---+ | x | y | +===+===+ | 1 | 1 | +---+---+ | 1 | 2 | +---+---+ | 2 | 1 | +---+---+ | 2 | 2 | +---+---+ | 3 | 3 | +---+---+ | 3 | 4 | +---+---+ | 4 | 3 | +---+---+ | 4 | 4 | +---+---+ Sets ==== The built-in ``InternSets`` module is parameterized by ``Key`` and ``Value`` types and a ``Value getAValue(Key key)`` relation. The module groups the ``Value`` column by ``Key`` and creates a set for each group of values related by a key. The ``InternSets`` module exports a functional ``Set getSet(Key key)`` relation that relates keys with the set of value related to the given key by ``getAValue``. Sets are represented by the exported ``Set`` type which exposes a ``contains(Value v)`` member predicate that holds for values contained in the given set. `getSet(k).contains(v)` is thus equivalent to `v = getAValue(k)` as illustrated by the following ``InternSets`` example: .. code-block:: ql int getAValue(int key) { key = 1 and result = 1 or key = 2 and (result = 1 or result = 2) or key = 3 and result = 1 or key = 4 and result = 2 } module Sets = QlBuiltins::InternSets; from int k, int v where Sets::getSet(k).contains(v) select k, v This evalutes to the `getAValue` relation: +---+---+ | k | v | +===+===+ | 1 | 1 | +---+---+ | 2 | 1 | +---+---+ | 2 | 2 | +---+---+ | 3 | 1 | +---+---+ | 4 | 2 | +---+---+ If two keys `k1` and `k2` relate to the same set of values, then `getSet(k1) = getSet(k2)`. For the above example, keys 1 and 3 relate to the same set of values (namely the singleton set containing 1) and are therefore related to the same set by ``getSet``: .. code-block:: ql from int k1, int k2 where Sets::getSet(k1) = Sets::getSet(k2) select k1, k2 The above query therefore evalutes to: +----+----+ | k1 | k2 | +====+====+ | 1 | 1 | +----+----+ | 1 | 3 | +----+----+ | 2 | 2 | +----+----+ | 3 | 1 | +----+----+ | 3 | 3 | +----+----+ | 4 | 4 | +----+----+ .. index:: BigInt .. _bigint: BigInt ====== The built-in ``QlBuiltins`` module provides a type ``BigInt`` of arbitrary-range integers. Unlike ``int`` and ``float``, there is no automatic conversion between ``BigInt`` and other numeric types. Instead, big integers can be constructed using the ``.toBigInt()`` methods of ``int`` and ``string``. The other built-in operations are: * comparisons between ``BigInt``\s: ``=``, ``!=``, ``<``, ``<=``, ``>``, ``>=``, * conversions from ``BigInt``\s to strings or integers (if within range): ``.toString()``, ``.toInt()``, * ``BigInt`` arithmetic: binary ``+``, ``-``, ``*``, ``/``, ``%``, unary ``-``, * bitwise operations: ``.bitAnd(BigInt)``, ``.bitOr(BigInt)``, ``.bitXor(BigInt)``, ``.bitShiftLeft(int)``, ``.bitShiftRightSigned(int)``, ``.bitNot()``, ``.bitLength()``, * aggregates: ``min``, ``max``, (``strict``)\ ``sum``, (``strict``)\ ``count``, ``rank``, ``unique``, ``any``. * other: ``.pow(int)``, ``.abs()``, ``.gcd(BigInt)``, ``.minimum(BigInt)``, ``.maximum(BigInt)``. Note: big integers are currently disallowed in query results and dbscheme columns.