f60ed24c29
Add docs and tests for as-> macro Closes #1047
1722 lines
43 KiB
ReStructuredText
1722 lines
43 KiB
ReStructuredText
=================
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Hy (the language)
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=================
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.. warning::
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This is incomplete; please consider contributing to the documentation
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effort.
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Theory of Hy
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============
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Hy maintains, over everything else, 100% compatibility in both directions
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with Python itself. All Hy code follows a few simple rules. Memorize
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this, as it's going to come in handy.
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These rules help ensure that Hy code is idiomatic and interfaceable in both
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languages.
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* Symbols in earmufs will be translated to the upper-cased version of that
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string. For example, ``foo`` will become ``FOO``.
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* UTF-8 entities will be encoded using
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`punycode <https://en.wikipedia.org/wiki/Punycode>`_ and prefixed with
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``hy_``. For instance, ``⚘`` will become ``hy_w7h``, ``♥`` will become
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``hy_g6h``, and ``i♥u`` will become ``hy_iu_t0x``.
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* Symbols that contain dashes will have them replaced with underscores. For
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example, ``render-template`` will become ``render_template``. This means
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that symbols with dashes will shadow their underscore equivalents, and vice
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versa.
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Notes on Syntax
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===============
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integers
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--------
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.. versionadded:: 0.11.1
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In addition to regular numbers, standard notation from Python 3 for non-base 10
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integers is used. ``0x`` for Hex, ``0o`` for Octal, ``0b`` for Binary.
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.. code-block:: clj
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(print 0x80 0b11101 0o102 30)
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Built-Ins
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=========
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Hy features a number of special forms that are used to help generate
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correct Python AST. The following are "special" forms, which may have
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behavior that's slightly unexpected in some situations.
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.
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-
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.. versionadded:: 0.10.0
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``.`` is used to perform attribute access on objects. It uses a small DSL
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to allow quick access to attributes and items in a nested data structure.
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For instance,
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.. code-block:: clj
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(. foo bar baz [(+ 1 2)] frob)
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Compiles down to:
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.. code-block:: python
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foo.bar.baz[1 + 2].frob
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``.`` compiles its first argument (in the example, *foo*) as the object on
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which to do the attribute dereference. It uses bare symbols as attributes
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to access (in the example, *bar*, *baz*, *frob*), and compiles the contents
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of lists (in the example, ``[(+ 1 2)]``) for indexation. Other arguments
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raise a compilation error.
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Access to unknown attributes raises an :exc:`AttributeError`. Access to
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unknown keys raises an :exc:`IndexError` (on lists and tuples) or a
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:exc:`KeyError` (on dictionaries).
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->
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--
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``->`` (or the *threading macro*) is used to avoid nesting of expressions. The
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threading macro inserts each expression into the next expression's first argument
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place. The following code demonstrates this:
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.. code-block:: clj
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=> (defn output [a b] (print a b))
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=> (-> (+ 4 6) (output 5))
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10 5
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->>
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---
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``->>`` (or the *threading tail macro*) is similar to the *threading macro*, but
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instead of inserting each expression into the next expression's first argument,
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it appends it as the last argument. The following code demonstrates this:
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.. code-block:: clj
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=> (defn output [a b] (print a b))
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=> (->> (+ 4 6) (output 5))
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5 10
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apply
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-----
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``apply`` is used to apply an optional list of arguments and an
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optional dictionary of kwargs to a function. The symbol mangling
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transformations will be applied to all keys in the dictionary of
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kwargs, provided the dictionary and its keys are defined in-place.
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Usage: ``(apply fn-name [args] [kwargs])``
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Examples:
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.. code-block:: clj
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(defn thunk []
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"hy there")
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(apply thunk)
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;=> "hy there"
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(defn total-purchase [price amount &optional [fees 1.05] [vat 1.1]]
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(* price amount fees vat))
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(apply total-purchase [10 15])
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;=> 173.25
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(apply total-purchase [10 15] {"vat" 1.05})
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;=> 165.375
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(apply total-purchase [] {"price" 10 "amount" 15 "vat" 1.05})
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;=> 165.375
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(apply total-purchase [] {:price 10 :amount 15 :vat 1.05})
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;=> 165.375
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and
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---
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``and`` is used in logical expressions. It takes at least two parameters. If
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all parameters evaluate to ``True``, the last parameter is returned. In any
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other case, the first false value will be returned. Example usage:
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.. code-block:: clj
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=> (and True False)
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False
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=> (and True True)
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True
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=> (and True 1)
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1
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=> (and True [] False True)
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[]
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.. note::
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``and`` short-circuits and stops evaluating parameters as soon as the first
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false is encountered.
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.. code-block:: clj
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=> (and False (print "hello"))
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False
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as->
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----
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.. versionadded:: 0.12.0
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Expands to sequence of assignments to the provided name, starting with head.
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The previous result is thus available in the subsequent form. Returns the final
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result, and leaves the name bound to it in the local scope. This behaves much
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like the other threading macros, but requires you to specify the threading
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point per form via the name instead of always the first or last argument.
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.. code-block:: clj
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;; example how -> and as-> relate
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=> (as-> 0 it
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... (inc it)
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... (inc it))
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2
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=> (-> 0 inc inc)
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2
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;; create data for our cuttlefish database
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=> (setv data [{:name "hooded cuttlefish"
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... :classification {:subgenus "Acanthosepion"
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... :species "Sepia prashadi"}
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... :discovered {:year 1936
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... :name "Ronald Winckworth"}}
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... {:name "slender cuttlefish"
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... :classification {:subgenus "Doratosepion"
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... :species "Sepia braggi"}
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... :discovered {:year 1907
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... :name "Sir Joseph Cooke Verco"}}])
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;; retrieve name of first entry
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=> (as-> (first data) it
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... (:name it))
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'hooded cuttlefish'
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;; retrieve species of first entry
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=> (as-> (first data) it
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... (:classification it)
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... (:species it))
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'Sepia prashadi'
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;; find out who discovered slender cuttlefish
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=> (as-> (filter (fn [entry] (= (:name entry)
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... "slender cuttlefish")) data) it
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... (first it)
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... (:discovered it)
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... (:name it))
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'Sir Joseph Cooke Verco'
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;; more convoluted example to load web page and retrieve data from it
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=> (import [urllib.request [urlopen]])
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=> (as-> (urlopen "http://docs.hylang.org/en/stable/") it
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... (.read it)
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... (.decode it "utf-8")
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... (drop (.index it "Welcome") it)
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... (take 30 it)
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... (list it)
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... (.join "" it))
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'Welcome to Hy’s documentation!
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.. note::
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In these examples, the REPL will report a tuple (e.g. `('Sepia prashadi',
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'Sepia prashadi')`) as the result, but only a single value is actually
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returned.
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assert
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------
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``assert`` is used to verify conditions while the program is
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running. If the condition is not met, an :exc:`AssertionError` is
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raised. ``assert`` may take one or two parameters. The first
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parameter is the condition to check, and it should evaluate to either
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``True`` or ``False``. The second parameter, optional, is a label for
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the assert, and is the string that will be raised with the
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:exc:`AssertionError`. For example:
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.. code-block:: clj
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(assert (= variable expected-value))
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(assert False)
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; AssertionError
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(assert (= 1 2) "one should equal two")
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; AssertionError: one should equal two
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assoc
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-----
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``assoc`` is used to associate a key with a value in a dictionary or to set an
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index of a list to a value. It takes at least three parameters: the *data
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structure* to be modified, a *key* or *index*, and a *value*. If more than
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three parameters are used, it will associate in pairs.
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Examples of usage:
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.. code-block:: clj
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=>(let [collection {}]
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... (assoc collection "Dog" "Bark")
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... (print collection))
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{u'Dog': u'Bark'}
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=>(let [collection {}]
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... (assoc collection "Dog" "Bark" "Cat" "Meow")
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... (print collection))
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{u'Cat': u'Meow', u'Dog': u'Bark'}
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=>(let [collection [1 2 3 4]]
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... (assoc collection 2 None)
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... (print collection))
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[1, 2, None, 4]
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.. note:: ``assoc`` modifies the datastructure in place and returns ``None``.
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break
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-----
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``break`` is used to break out from a loop. It terminates the loop immediately.
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The following example has an infinite ``while`` loop that is terminated as soon
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as the user enters *k*.
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.. code-block:: clj
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(while True (if (= "k" (raw-input "? "))
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(break)
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(print "Try again")))
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cond
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----
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``cond`` can be used to build nested ``if`` statements. The following example
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shows the relationship between the macro and its expansion:
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.. code-block:: clj
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(cond [condition-1 result-1]
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[condition-2 result-2])
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(if condition-1 result-1
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(if condition-2 result-2))
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As shown below, only the first matching result block is executed.
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.. code-block:: clj
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=> (defn check-value [value]
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... (cond [(< value 5) (print "value is smaller than 5")]
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... [(= value 5) (print "value is equal to 5")]
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... [(> value 5) (print "value is greater than 5")]
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... [True (print "value is something that it should not be")]))
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=> (check-value 6)
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value is greater than 5
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continue
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--------
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``continue`` returns execution to the start of a loop. In the following example,
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``(side-effect1)`` is called for each iteration. ``(side-effect2)``, however,
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is only called on every other value in the list.
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.. code-block:: clj
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;; assuming that (side-effect1) and (side-effect2) are functions and
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;; collection is a list of numerical values
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(for [x collection]
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(side-effect1 x)
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(if (% x 2)
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(continue))
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(side-effect2 x))
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dict-comp
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---------
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``dict-comp`` is used to create dictionaries. It takes three or four parameters.
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The first two parameters are for controlling the return value (key-value pair)
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while the third is used to select items from a sequence. The fourth and optional
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parameter can be used to filter out some of the items in the sequence based on a
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conditional expression.
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.. code-block:: hy
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=> (dict-comp x (* x 2) [x (range 10)] (odd? x))
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{1: 2, 3: 6, 9: 18, 5: 10, 7: 14}
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do
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----------
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``do`` is used to evaluate each of its arguments and return the
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last one. Return values from every other than the last argument are discarded.
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It can be used in ``lambda`` or ``list-comp`` to perform more complex logic as
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shown in one of the following examples.
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Some example usage:
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.. code-block:: clj
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=> (if true
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... (do (print "Side effects rock!")
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... (print "Yeah, really!")))
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Side effects rock!
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Yeah, really!
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;; assuming that (side-effect) is a function that we want to call for each
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;; and every value in the list, but whose return value we do not care about
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=> (list-comp (do (side-effect x)
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... (if (< x 5) (* 2 x)
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... (* 4 x)))
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... (x (range 10)))
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[0, 2, 4, 6, 8, 20, 24, 28, 32, 36]
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``do`` can accept any number of arguments, from 1 to n.
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def / setv
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----------
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``def`` and ``setv`` are used to bind a value, object, or function to a symbol.
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For example:
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.. code-block:: clj
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=> (def names ["Alice" "Bob" "Charlie"])
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=> (print names)
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[u'Alice', u'Bob', u'Charlie']
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=> (setv counter (fn [collection item] (.count collection item)))
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=> (counter [1 2 3 4 5 2 3] 2)
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2
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They can be used to assign multiple variables at once:
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.. code-block:: hy
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=> (setv a 1 b 2)
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(1L, 2L)
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=> a
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1L
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=> b
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2L
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=>
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defclass
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--------
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New classes are declared with ``defclass``. It can takes two optional parameters:
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a vector defining a possible super classes and another vector containing
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attributes of the new class as two item vectors.
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.. code-block:: clj
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(defclass class-name [super-class-1 super-class-2]
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[attribute value]
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(defn method [self] (print "hello!")))
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Both values and functions can be bound on the new class as shown by the example
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below:
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.. code-block:: clj
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=> (defclass Cat []
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... [age None
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... colour "white"]
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...
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... (defn speak [self] (print "Meow")))
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=> (def spot (Cat))
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=> (setv spot.colour "Black")
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'Black'
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=> (.speak spot)
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Meow
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.. _defn:
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defn
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----
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``defn`` macro is used to define functions. It takes three
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parameters: the *name* of the function to define, a vector of *parameters*,
|
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and the *body* of the function:
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.. code-block:: clj
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(defn name [params] body)
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Parameters may have the following keywords in front of them:
|
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&optional
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Parameter is optional. The parameter can be given as a two item list, where
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the first element is parameter name and the second is the default value. The
|
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parameter can be also given as a single item, in which case the default
|
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value is ``None``.
|
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.. code-block:: clj
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=> (defn total-value [value &optional [value-added-tax 10]]
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... (+ (/ (* value value-added-tax) 100) value))
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=> (total-value 100)
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110.0
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=> (total-value 100 1)
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101.0
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&key
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Parameter is a dict of keyword arguments. The keys of the dict
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specify the parameter names and the values give the default values
|
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of the parameters.
|
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|
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.. code-block:: clj
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=> (defn key-parameters [&key {"a" 1 "b" 2}]
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... (print "a is" a "and b is" b))
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=> (key-parameters :a 1 :b 2)
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a is 1 and b is 2
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=> (key-parameters :b 1 :a 2)
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a is 2 and b is 1
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|
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The following declarations are equivalent:
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.. code-block:: clj
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|
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(defn key-parameters [&key {"a" 1 "b" 2}])
|
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|
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(defn key-parameters [&optional [a 1] [b 2]])
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|
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&kwargs
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Parameter will contain 0 or more keyword arguments.
|
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|
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The following code examples defines a function that will print all keyword
|
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arguments and their values.
|
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|
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.. code-block:: clj
|
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|
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=> (defn print-parameters [&kwargs kwargs]
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... (for [(, k v) (.items kwargs)] (print k v)))
|
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|
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=> (print-parameters :parameter-1 1 :parameter-2 2)
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parameter_1 1
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parameter_2 2
|
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|
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; to avoid the mangling of '-' to '_', use apply:
|
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=> (apply print-parameters [] {"parameter-1" 1 "parameter-2" 2})
|
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parameter-1 1
|
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parameter-2 2
|
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|
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&rest
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Parameter will contain 0 or more positional arguments. No other positional
|
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arguments may be specified after this one.
|
||
|
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The following code example defines a function that can be given 0 to n
|
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numerical parameters. It then sums every odd number and subtracts
|
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every even number.
|
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|
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.. code-block:: clj
|
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=> (defn zig-zag-sum [&rest numbers]
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(let [odd-numbers (list-comp x [x numbers] (odd? x))
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even-numbers (list-comp x [x numbers] (even? x))]
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(- (sum odd-numbers) (sum even-numbers))))
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=> (zig-zag-sum)
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0
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=> (zig-zag-sum 3 9 4)
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8
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=> (zig-zag-sum 1 2 3 4 5 6)
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-3
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|
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&kwonly
|
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.. versionadded:: 0.12.0
|
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|
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Parameters that can only be called as keywords. Mandatory
|
||
keyword-only arguments are declared with the argument's name;
|
||
optional keyword-only arguments are declared as a two-element list
|
||
containing the argument name followed by the default value (as
|
||
with `&optional` above).
|
||
|
||
.. code-block:: clj
|
||
|
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=> (defn compare [a b &kwonly keyfn [reverse false]]
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... (let [result (keyfn a b)]
|
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... (if (not reverse)
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... result
|
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... (- result))))
|
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=> (apply compare ["lisp" "python"]
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... {"keyfn" (fn [x y]
|
||
... (reduce - (map (fn [s] (ord (first s))) [x y])))})
|
||
-4
|
||
=> (apply compare ["lisp" "python"]
|
||
... {"keyfn" (fn [x y]
|
||
... (reduce - (map (fn [s] (ord (first s))) [x y])))
|
||
... "reverse" true})
|
||
4
|
||
|
||
.. code-block:: python
|
||
|
||
=> (compare "lisp" "python")
|
||
Traceback (most recent call last):
|
||
File "<input>", line 1, in <module>
|
||
TypeError: compare() missing 1 required keyword-only argument: 'keyfn'
|
||
|
||
Availability: Python 3.
|
||
|
||
|
||
defmain
|
||
-------
|
||
|
||
.. versionadded:: 0.10.1
|
||
|
||
The ``defmain`` macro defines a main function that is immediately called
|
||
with ``sys.argv`` as arguments if and only if this file is being executed
|
||
as a script. In other words, this:
|
||
|
||
.. code-block:: clj
|
||
|
||
(defmain [&rest args]
|
||
(do-something-with args))
|
||
|
||
is the equivalent of::
|
||
|
||
def main(*args):
|
||
do_something_with(args)
|
||
return 0
|
||
|
||
if __name__ == "__main__":
|
||
import sys
|
||
retval = main(*sys.arg)
|
||
|
||
if isinstance(retval, int):
|
||
sys.exit(retval)
|
||
|
||
Note that as you can see above, if you return an integer from this
|
||
function, this will be used as the exit status for your script.
|
||
(Python defaults to exit status 0 otherwise, which means everything's
|
||
okay!)
|
||
|
||
(Since ``(sys.exit 0)`` is not run explicitly in the case of a non-integer
|
||
return from ``defmain``, it's a good idea to put ``(defmain)`` as the last
|
||
piece of code in your file.)
|
||
|
||
|
||
.. _defmacro:
|
||
|
||
defmacro
|
||
--------
|
||
|
||
``defmacro`` is used to define macros. The general format is
|
||
``(defmacro name [parameters] expr)``.
|
||
|
||
The following example defines a macro that can be used to swap order of elements
|
||
in code, allowing the user to write code in infix notation, where operator is in
|
||
between the operands.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (defmacro infix [code]
|
||
... (quasiquote (
|
||
... (unquote (get code 1))
|
||
... (unquote (get code 0))
|
||
... (unquote (get code 2)))))
|
||
|
||
=> (infix (1 + 1))
|
||
2
|
||
|
||
|
||
.. _defmacro/g!:
|
||
|
||
defmacro/g!
|
||
------------
|
||
|
||
.. versionadded:: 0.9.12
|
||
|
||
``defmacro/g!`` is a special version of ``defmacro`` that is used to
|
||
automatically generate :ref:`gensym` for any symbol that starts with
|
||
``g!``.
|
||
|
||
For example, ``g!a`` would become ``(gensym "a")``.
|
||
|
||
.. seealso::
|
||
|
||
Section :ref:`using-gensym`
|
||
|
||
defreader
|
||
---------
|
||
|
||
.. versionadded:: 0.9.12
|
||
|
||
``defreader`` defines a reader macro, enabling you to restructure or
|
||
modify syntax.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (defreader ^ [expr] (print expr))
|
||
=> #^(1 2 3 4)
|
||
(1 2 3 4)
|
||
=> #^"Hello"
|
||
"Hello"
|
||
|
||
.. seealso::
|
||
|
||
Section :ref:`Reader Macros <reader-macros>`
|
||
|
||
del
|
||
---
|
||
|
||
.. versionadded:: 0.9.12
|
||
|
||
``del`` removes an object from the current namespace.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (setv foo 42)
|
||
=> (del foo)
|
||
=> foo
|
||
Traceback (most recent call last):
|
||
File "<console>", line 1, in <module>
|
||
NameError: name 'foo' is not defined
|
||
|
||
``del`` can also remove objects from mappings, lists, and more.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (setv test (list (range 10)))
|
||
=> test
|
||
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
|
||
=> (del (cut test 2 4)) ;; remove items from 2 to 4 excluded
|
||
=> test
|
||
[0, 1, 4, 5, 6, 7, 8, 9]
|
||
=> (setv dic {"foo" "bar"})
|
||
=> dic
|
||
{"foo": "bar"}
|
||
=> (del (get dic "foo"))
|
||
=> dic
|
||
{}
|
||
|
||
doto
|
||
----
|
||
|
||
.. versionadded:: 0.10.1
|
||
|
||
``doto`` is used to simplify a sequence of method calls to an object.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (doto [] (.append 1) (.append 2) .reverse)
|
||
[2 1]
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (setv collection [])
|
||
=> (.append collection 1)
|
||
=> (.append collection 2)
|
||
=> (.reverse collection)
|
||
=> collection
|
||
[2 1]
|
||
|
||
eval
|
||
----
|
||
|
||
``eval`` evaluates a quoted expression and returns the value. The optional
|
||
second and third arguments specify the dictionary of globals to use and the
|
||
module name. The globals dictionary defaults to ``(local)`` and the module name
|
||
defaults to the name of the current module.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (eval '(print "Hello World"))
|
||
"Hello World"
|
||
|
||
eval-and-compile
|
||
----------------
|
||
|
||
|
||
eval-when-compile
|
||
-----------------
|
||
|
||
|
||
first / car
|
||
-----------
|
||
|
||
``first`` and ``car`` are macros for accessing the first element of a collection:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (first (range 10))
|
||
0
|
||
|
||
|
||
for
|
||
---
|
||
|
||
``for`` is used to call a function for each element in a list or vector.
|
||
The results of each call are discarded and the ``for`` expression returns
|
||
``None`` instead. The example code iterates over *collection* and for each
|
||
*element* in *collection* calls the ``side-effect`` function with *element*
|
||
as its argument:
|
||
|
||
.. code-block:: clj
|
||
|
||
;; assuming that (side-effect) is a function that takes a single parameter
|
||
(for [element collection] (side-effect element))
|
||
|
||
;; for can have an optional else block
|
||
(for [element collection] (side-effect element)
|
||
(else (side-effect-2)))
|
||
|
||
The optional ``else`` block is only executed if the ``for`` loop terminates
|
||
normally. If the execution is halted with ``break``, the ``else`` block does
|
||
not execute.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (for [element [1 2 3]] (if (< element 3)
|
||
... (print element)
|
||
... (break))
|
||
... (else (print "loop finished")))
|
||
1
|
||
2
|
||
|
||
=> (for [element [1 2 3]] (if (< element 4)
|
||
... (print element)
|
||
... (break))
|
||
... (else (print "loop finished")))
|
||
1
|
||
2
|
||
3
|
||
loop finished
|
||
|
||
|
||
genexpr
|
||
-------
|
||
|
||
``genexpr`` is used to create generator expressions. It takes two or three
|
||
parameters. The first parameter is the expression controlling the return value,
|
||
while the second is used to select items from a list. The third and optional
|
||
parameter can be used to filter out some of the items in the list based on a
|
||
conditional expression. ``genexpr`` is similar to ``list-comp``, except it
|
||
returns an iterable that evaluates values one by one instead of evaluating them
|
||
immediately.
|
||
|
||
.. code-block:: hy
|
||
|
||
=> (def collection (range 10))
|
||
=> (def filtered (genexpr x [x collection] (even? x)))
|
||
=> (list filtered)
|
||
[0, 2, 4, 6, 8]
|
||
|
||
|
||
.. _gensym:
|
||
|
||
gensym
|
||
------
|
||
|
||
.. versionadded:: 0.9.12
|
||
|
||
``gensym`` is used to generate a unique symbol that allows macros to be
|
||
written without accidental variable name clashes.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (gensym)
|
||
u':G_1235'
|
||
|
||
=> (gensym "x")
|
||
u':x_1236'
|
||
|
||
.. seealso::
|
||
|
||
Section :ref:`using-gensym`
|
||
|
||
get
|
||
---
|
||
|
||
``get`` is used to access single elements in lists and dictionaries. ``get``
|
||
takes two parameters: the *data structure* and the *index* or *key* of the
|
||
item. It will then return the corresponding value from the dictionary or the
|
||
list. Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (let [animals {"dog" "bark" "cat" "meow"}
|
||
... numbers ["zero" "one" "two" "three"]]
|
||
... (print (get animals "dog"))
|
||
... (print (get numbers 2)))
|
||
bark
|
||
two
|
||
|
||
.. note:: ``get`` raises a KeyError if a dictionary is queried for a
|
||
non-existing key.
|
||
|
||
.. note:: ``get`` raises an IndexError if a list or a tuple is queried for an
|
||
index that is out of bounds.
|
||
|
||
|
||
global
|
||
------
|
||
|
||
``global`` can be used to mark a symbol as global. This allows the programmer to
|
||
assign a value to a global symbol. Reading a global symbol does not require the
|
||
``global`` keyword -- only assigning it does.
|
||
|
||
The following example shows how the global symbol ``a`` is assigned a value in a
|
||
function and is later on printed in another function. Without the ``global``
|
||
keyword, the second function would have raised a ``NameError``.
|
||
|
||
.. code-block:: clj
|
||
|
||
(defn set-a [value]
|
||
(global a)
|
||
(setv a value))
|
||
|
||
(defn print-a []
|
||
(print a))
|
||
|
||
(set-a 5)
|
||
(print-a)
|
||
|
||
if / if* / if-not
|
||
-----------------
|
||
|
||
.. versionadded:: 0.10.0
|
||
if-not
|
||
|
||
``if / if* / if-not`` respect Python *truthiness*, that is, a *test* fails if it
|
||
evaluates to a "zero" (including values of ``len`` zero, ``nil``, and
|
||
``false``), and passes otherwise, but values with a ``__bool__`` method
|
||
(``__nonzero__`` in Python 2) can overrides this.
|
||
|
||
The ``if`` macro is for conditionally selecting an expression for evaluation.
|
||
The result of the selected expression becomes the result of the entire ``if``
|
||
form. ``if`` can select a group of expressions with the help of a ``do`` block.
|
||
|
||
``if`` takes any number of alternating *test* and *then* expressions, plus an
|
||
optional *else* expression at the end, which defaults to ``nil``. ``if`` checks
|
||
each *test* in turn, and selects the *then* corresponding to the first passed
|
||
test. ``if`` does not evaluate any expressions following its selection, similar
|
||
to the ``if/elif/else`` control structure from Python. If no tests pass, ``if``
|
||
selects *else*.
|
||
|
||
The ``if*`` special form is restricted to 2 or 3 arguments, but otherwise works
|
||
exactly like ``if`` (which expands to nested ``if*`` forms), so there is
|
||
generally no reason to use it directly.
|
||
|
||
``if-not`` is similar to ``if*`` but the second expression will be executed
|
||
when the condition fails while the third and final expression is executed when
|
||
the test succeeds -- the opposite order of ``if*``. The final expression is
|
||
again optional and defaults to ``nil``.
|
||
|
||
Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
(print (if (< n 0.0) "negative"
|
||
(= n 0.0) "zero"
|
||
(> n 0.0) "positive"
|
||
"not a number"))
|
||
|
||
(if* (money-left? account)
|
||
(print "let's go shopping")
|
||
(print "let's go and work"))
|
||
|
||
(if-not (money-left? account)
|
||
(print "let's go and work")
|
||
(print "let's go shopping"))
|
||
|
||
|
||
|
||
lif and lif-not
|
||
---------------------------------------
|
||
|
||
.. versionadded:: 0.10.0
|
||
|
||
.. versionadded:: 0.11.0
|
||
lif-not
|
||
|
||
For those that prefer a more Lispy ``if`` clause, we have
|
||
``lif``. This *only* considers ``None`` / ``nil`` to be false! All other
|
||
"false-ish" Python values are considered true. Conversely, we have
|
||
``lif-not`` in parallel to ``if`` and ``if-not`` which
|
||
reverses the comparison.
|
||
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (lif True "true" "false")
|
||
"true"
|
||
=> (lif False "true" "false")
|
||
"true"
|
||
=> (lif 0 "true" "false")
|
||
"true"
|
||
=> (lif nil "true" "false")
|
||
"false"
|
||
=> (lif None "true" "false")
|
||
"false"
|
||
=> (lif-not nil "true" "false")
|
||
"true"
|
||
=> (lif-not None "true" "false")
|
||
"true"
|
||
=> (lif-not False "true" "false")
|
||
"false"
|
||
|
||
|
||
import
|
||
------
|
||
|
||
``import`` is used to import modules, like in Python. There are several ways
|
||
that ``import`` can be used.
|
||
|
||
.. code-block:: clj
|
||
|
||
;; Imports each of these modules
|
||
;;
|
||
;; Python:
|
||
;; import sys
|
||
;; import os.path
|
||
(import sys os.path)
|
||
|
||
;; Import from a module
|
||
;;
|
||
;; Python: from os.path import exists, isdir, isfile
|
||
(import [os.path [exists isdir isfile]])
|
||
|
||
;; Import with an alias
|
||
;;
|
||
;; Python: import sys as systest
|
||
(import [sys :as systest])
|
||
|
||
;; You can list as many imports as you like of different types.
|
||
;;
|
||
;; Python:
|
||
;; from tests.resources import kwtest, function_with_a_dash
|
||
;; from os.path import exists, isdir as is_dir, isfile as is_file
|
||
;; import sys as systest
|
||
(import [tests.resources [kwtest function-with-a-dash]]
|
||
[os.path [exists
|
||
isdir :as dir?
|
||
isfile :as file?]]
|
||
[sys :as systest])
|
||
|
||
;; Import all module functions into current namespace
|
||
;;
|
||
;; Python: from sys import *
|
||
(import [sys [*]])
|
||
|
||
|
||
lambda / fn
|
||
-----------
|
||
|
||
``lambda`` and ``fn`` can be used to define an anonymous function. The parameters are
|
||
similar to ``defn``: the first parameter is vector of parameters and the rest is the
|
||
body of the function. ``lambda`` returns a new function. In the following example, an
|
||
anonymous function is defined and passed to another function for filtering output.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (def people [{:name "Alice" :age 20}
|
||
... {:name "Bob" :age 25}
|
||
... {:name "Charlie" :age 50}
|
||
... {:name "Dave" :age 5}])
|
||
|
||
=> (defn display-people [people filter]
|
||
... (for [person people] (if (filter person) (print (:name person)))))
|
||
|
||
=> (display-people people (fn [person] (< (:age person) 25)))
|
||
Alice
|
||
Dave
|
||
|
||
Just as in normal function definitions, if the first element of the
|
||
body is a string, it serves as a docstring. This is useful for giving
|
||
class methods docstrings.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (setv times-three
|
||
... (fn [x]
|
||
... "Multiplies input by three and returns the result."
|
||
... (* x 3)))
|
||
|
||
This can be confirmed via Python's built-in ``help`` function::
|
||
|
||
=> (help times-three)
|
||
Help on function times_three:
|
||
|
||
times_three(x)
|
||
Multiplies input by three and returns result
|
||
(END)
|
||
|
||
last
|
||
-----------
|
||
|
||
.. versionadded:: 0.11.0
|
||
|
||
``last`` can be used for accessing the last element of a collection:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (last [2 4 6])
|
||
6
|
||
|
||
|
||
let
|
||
---
|
||
|
||
``let`` is used to create lexically scoped variables. They are created at the
|
||
beginning of the ``let`` form and cease to exist after the form. The following
|
||
example showcases this behaviour:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (let [x 5] (print x)
|
||
... (let [x 6] (print x))
|
||
... (print x))
|
||
5
|
||
6
|
||
5
|
||
|
||
The ``let`` macro takes two parameters: a vector defining *variables*
|
||
and the *body* which gets executed. *variables* is a vector of
|
||
variable and value pairs.
|
||
|
||
Note that the variable assignments are executed one by one, from left to right.
|
||
The following example takes advantage of this:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (let [x 5
|
||
y (+ x 1)] (print x y))
|
||
5 6
|
||
|
||
|
||
list-comp
|
||
---------
|
||
|
||
``list-comp`` performs list comprehensions. It takes two or three parameters.
|
||
The first parameter is the expression controlling the return value, while
|
||
the second is used to select items from a list. The third and optional
|
||
parameter can be used to filter out some of the items in the list based on a
|
||
conditional expression. Some examples:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (def collection (range 10))
|
||
=> (list-comp x [x collection])
|
||
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
|
||
|
||
=> (list-comp (* x 2) [x collection])
|
||
[0, 2, 4, 6, 8, 10, 12, 14, 16, 18]
|
||
|
||
=> (list-comp (* x 2) [x collection] (< x 5))
|
||
[0, 2, 4, 6, 8]
|
||
|
||
|
||
nonlocal
|
||
--------
|
||
|
||
.. versionadded:: 0.11.1
|
||
|
||
**PYTHON 3.0 AND UP ONLY!**
|
||
|
||
``nonlocal`` can be used to mark a symbol as not local to the current scope.
|
||
The parameters are the names of symbols to mark as nonlocal. This is necessary
|
||
to modify variables through nested ``let`` or ``fn`` scopes:
|
||
|
||
.. code-block:: clj
|
||
|
||
(let [x 0]
|
||
(for [y (range 10)]
|
||
(let [z (inc y)]
|
||
(nonlocal x) ; allow the setv to "jump scope" to resolve x
|
||
(setv x (+ x y))))
|
||
x)
|
||
|
||
(defn some-function []
|
||
(let [x 0]
|
||
(register-some-callback
|
||
(fn [stuff]
|
||
(nonlocal x)
|
||
(setv x stuff)))))
|
||
|
||
In the first example, without the call to ``(nonlocal x)``, this code would
|
||
result in an UnboundLocalError being raised during the call to ``setv``.
|
||
|
||
In the second example, without the call to ``(nonlocal x)``, the inner function
|
||
would redefine ``x`` to ``stuff`` inside its local scope instead of overwriting
|
||
the ``x`` in the outer function
|
||
|
||
See `PEP3104 <https://www.python.org/dev/peps/pep-3104/>`_ for further
|
||
information.
|
||
|
||
|
||
not
|
||
---
|
||
|
||
``not`` is used in logical expressions. It takes a single parameter and
|
||
returns a reversed truth value. If ``True`` is given as a parameter, ``False``
|
||
will be returned, and vice-versa. Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (not True)
|
||
False
|
||
|
||
=> (not False)
|
||
True
|
||
|
||
=> (not None)
|
||
True
|
||
|
||
|
||
or
|
||
--
|
||
|
||
``or`` is used in logical expressions. It takes at least two parameters. It
|
||
will return the first non-false parameter. If no such value exists, the last
|
||
parameter will be returned.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (or True False)
|
||
True
|
||
|
||
=> (and False False)
|
||
False
|
||
|
||
=> (and False 1 True False)
|
||
1
|
||
|
||
.. note:: ``or`` short-circuits and stops evaluating parameters as soon as the
|
||
first true value is encountered.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (or True (print "hello"))
|
||
True
|
||
|
||
|
||
print
|
||
-----
|
||
|
||
``print`` is used to output on screen. Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
(print "Hello world!")
|
||
|
||
.. note:: ``print`` always returns ``None``.
|
||
|
||
|
||
quasiquote
|
||
----------
|
||
|
||
``quasiquote`` allows you to quote a form, but also selectively evaluate
|
||
expressions. Expressions inside a ``quasiquote`` can be selectively evaluated
|
||
using ``unquote`` (``~``). The evaluated form can also be spliced using
|
||
``unquote-splice`` (``~@``). Quasiquote can be also written using the backquote
|
||
(`````) symbol.
|
||
|
||
.. code-block:: clj
|
||
|
||
;; let `qux' be a variable with value (bar baz)
|
||
`(foo ~qux)
|
||
; equivalent to '(foo (bar baz))
|
||
`(foo ~@qux)
|
||
; equivalent to '(foo bar baz)
|
||
|
||
|
||
quote
|
||
-----
|
||
|
||
``quote`` returns the form passed to it without evaluating it. ``quote`` can
|
||
alternatively be written using the apostrophe (``'``) symbol.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (setv x '(print "Hello World"))
|
||
; variable x is set to expression & not evaluated
|
||
=> x
|
||
(u'print' u'Hello World')
|
||
=> (eval x)
|
||
Hello World
|
||
|
||
|
||
require
|
||
-------
|
||
|
||
``require`` is used to import macros from one or more given modules. It allows
|
||
parameters in all the same formats as ``import``. The ``require`` form itself
|
||
produces no code in the final program: its effect is purely at compile-time, for
|
||
the benefit of macro expansion. Specifically, ``require`` imports each named
|
||
module and then makes each requested macro available in the current module.
|
||
|
||
The following are all equivalent ways to call a macro named ``foo`` in the module ``mymodule``:
|
||
|
||
.. code-block:: clj
|
||
|
||
(require mymodule)
|
||
(mymodule.foo 1)
|
||
|
||
(require [mymodule :as M])
|
||
(M.foo 1)
|
||
|
||
(require [mymodule [foo]])
|
||
(foo 1)
|
||
|
||
(require [mymodule [*]])
|
||
(foo 1)
|
||
|
||
(require [mymodule [foo :as bar]])
|
||
(bar 1)
|
||
|
||
Macros that call macros
|
||
~~~~~~~~~~~~~~~~~~~~~~~
|
||
|
||
One aspect of ``require`` that may be surprising is what happens when one
|
||
macro's expansion calls another macro. Suppose ``mymodule.hy`` looks like this:
|
||
|
||
.. code-block:: clj
|
||
|
||
(defmacro repexpr [n expr]
|
||
; Evaluate the expression n times
|
||
; and collect the results in a list.
|
||
`(list (map (fn [_] ~expr) (range ~n))))
|
||
|
||
(defmacro foo [n]
|
||
`(repexpr ~n (input "Gimme some input: ")))
|
||
|
||
And then, in your main program, you write:
|
||
|
||
.. code-block:: clj
|
||
|
||
(require [mymodule [foo]])
|
||
|
||
(print (mymodule.foo 3))
|
||
|
||
Running this raises ``NameError: name 'repexpr' is not defined``, even though
|
||
writing ``(print (foo 3))`` in ``mymodule`` works fine. The trouble is that your
|
||
main program doesn't have the macro ``repexpr`` available, since it wasn't
|
||
imported (and imported under exactly that name, as opposed to a qualified name).
|
||
You could do ``(require [mymodule [*]])`` or ``(require [mymodule [foo
|
||
repexpr]])``, but a less error-prone approach is to change the definition of
|
||
``foo`` to require whatever sub-macros it needs:
|
||
|
||
.. code-block:: clj
|
||
|
||
(defmacro foo [n]
|
||
`(do
|
||
(require mymodule)
|
||
(mymodule.repexpr ~n (raw-input "Gimme some input: "))))
|
||
|
||
It's wise to use ``(require mymodule)`` here rather than ``(require [mymodule
|
||
[repexpr]])`` to avoid accidentally shadowing a function named ``repexpr`` in
|
||
the main program.
|
||
|
||
Qualified macro names
|
||
~~~~~~~~~~~~~~~~~~~~~
|
||
|
||
Note that in the current implementation, there's a trick in qualified macro
|
||
names, like ``mymodule.foo`` and ``M.foo`` in the above example. These names
|
||
aren't actually attributes of module objects; they're just identifiers with
|
||
periods in them. In fact, ``mymodule`` and ``M`` aren't defined by these
|
||
``require`` forms, even at compile-time. None of this will hurt you unless try
|
||
to do introspection of the current module's set of defined macros, which isn't
|
||
really supported anyway.
|
||
|
||
rest / cdr
|
||
----------
|
||
|
||
``rest`` and ``cdr`` return the collection passed as an argument without the
|
||
first element:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (rest (range 10))
|
||
[1, 2, 3, 4, 5, 6, 7, 8, 9]
|
||
|
||
|
||
set-comp
|
||
--------
|
||
|
||
``set-comp`` is used to create sets. It takes two or three parameters.
|
||
The first parameter is for controlling the return value, while the second is
|
||
used to select items from a sequence. The third and optional parameter can be
|
||
used to filter out some of the items in the sequence based on a conditional
|
||
expression.
|
||
|
||
.. code-block:: hy
|
||
|
||
=> (setv data [1 2 3 4 5 2 3 4 5 3 4 5])
|
||
=> (set-comp x [x data] (odd? x))
|
||
{1, 3, 5}
|
||
|
||
|
||
cut
|
||
-----
|
||
|
||
``cut`` can be used to take a subset of a list and create a new list from it.
|
||
The form takes at least one parameter specifying the list to cut. Two
|
||
optional parameters can be used to give the start and end position of the
|
||
subset. If they are not supplied, the default value of ``None`` will be used
|
||
instead. The third optional parameter is used to control step between the elements.
|
||
|
||
``cut`` follows the same rules as its Python counterpart. Negative indices are
|
||
counted starting from the end of the list. Some example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (def collection (range 10))
|
||
|
||
=> (cut collection)
|
||
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
|
||
|
||
=> (cut collection 5)
|
||
[5, 6, 7, 8, 9]
|
||
|
||
=> (cut collection 2 8)
|
||
[2, 3, 4, 5, 6, 7]
|
||
|
||
=> (cut collection 2 8 2)
|
||
[2, 4, 6]
|
||
|
||
=> (cut collection -4 -2)
|
||
[6, 7]
|
||
|
||
|
||
raise
|
||
-------------
|
||
|
||
The ``raise`` form can be used to raise an ``Exception`` at
|
||
runtime. Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
(raise)
|
||
; re-rase the last exception
|
||
|
||
(raise IOError)
|
||
; raise an IOError
|
||
|
||
(raise (IOError "foobar"))
|
||
; raise an IOError("foobar")
|
||
|
||
|
||
``raise`` can accept a single argument (an ``Exception`` class or instance)
|
||
or no arguments to re-raise the last ``Exception``.
|
||
|
||
|
||
try
|
||
---
|
||
|
||
The ``try`` form is used to start a ``try`` / ``except`` block. The form is
|
||
used as follows:
|
||
|
||
.. code-block:: clj
|
||
|
||
(try
|
||
(error-prone-function)
|
||
(except [e ZeroDivisionError] (print "Division by zero"))
|
||
(else (print "no errors"))
|
||
(finally (print "all done")))
|
||
|
||
``try`` must contain at least one ``except`` block, and may optionally include
|
||
an ``else`` or ``finally`` block. If an error is raised with a matching except
|
||
block during the execution of ``error-prone-function``, that ``except`` block
|
||
will be executed. If no errors are raised, the ``else`` block is executed. The
|
||
``finally`` block will be executed last regardless of whether or not an error
|
||
was raised.
|
||
|
||
|
||
unless
|
||
------
|
||
|
||
The ``unless`` macro is a shorthand for writing an ``if`` statement that checks if
|
||
the given conditional is ``False``. The following shows the expansion of this macro.
|
||
|
||
.. code-block:: clj
|
||
|
||
(unless conditional statement)
|
||
|
||
(if conditional
|
||
None
|
||
(do statement))
|
||
|
||
|
||
unquote
|
||
-------
|
||
|
||
Within a quasiquoted form, ``unquote`` forces evaluation of a symbol. ``unquote``
|
||
is aliased to the tilde (``~``) symbol.
|
||
|
||
.. code-block:: clj
|
||
|
||
(def name "Cuddles")
|
||
(quasiquote (= name (unquote name)))
|
||
;=> (u'=' u'name' u'Cuddles')
|
||
|
||
`(= name ~name)
|
||
;=> (u'=' u'name' u'Cuddles')
|
||
|
||
|
||
unquote-splice
|
||
--------------
|
||
|
||
``unquote-splice`` forces the evaluation of a symbol within a quasiquoted form,
|
||
much like ``unquote``. ``unquote-splice`` can only be used when the symbol
|
||
being unquoted contains an iterable value, as it "splices" that iterable into
|
||
the quasiquoted form. ``unquote-splice`` is aliased to the ``~@`` symbol.
|
||
|
||
.. code-block:: clj
|
||
|
||
(def nums [1 2 3 4])
|
||
(quasiquote (+ (unquote-splice nums)))
|
||
;=> (u'+' 1L 2L 3L 4L)
|
||
|
||
`(+ ~@nums)
|
||
;=> (u'+' 1L 2L 3L 4L)
|
||
|
||
|
||
when
|
||
----
|
||
|
||
``when`` is similar to ``unless``, except it tests when the given conditional is
|
||
``True``. It is not possible to have an ``else`` block in a ``when`` macro. The
|
||
following shows the expansion of the macro.
|
||
|
||
.. code-block:: clj
|
||
|
||
(when conditional statement)
|
||
|
||
(if conditional (do statement))
|
||
|
||
|
||
while
|
||
-----
|
||
|
||
``while`` is used to execute one or more blocks as long as a condition is met.
|
||
The following example will output "Hello world!" to the screen indefinitely:
|
||
|
||
.. code-block:: clj
|
||
|
||
(while True (print "Hello world!"))
|
||
|
||
|
||
with
|
||
----
|
||
|
||
``with`` is used to wrap the execution of a block within a context manager. The
|
||
context manager can then set up the local system and tear it down in a controlled
|
||
manner. The archetypical example of using ``with`` is when processing files.
|
||
``with`` can bind context to an argument or ignore it completely, as shown below:
|
||
|
||
.. code-block:: clj
|
||
|
||
(with [arg (expr)] block)
|
||
|
||
(with [(expr)] block)
|
||
|
||
(with [arg (expr) (expr)] block)
|
||
|
||
The following example will open the ``NEWS`` file and print its content to the
|
||
screen. The file is automatically closed after it has been processed.
|
||
|
||
.. code-block:: clj
|
||
|
||
(with [f (open "NEWS")] (print (.read f)))
|
||
|
||
|
||
with-decorator
|
||
--------------
|
||
|
||
``with-decorator`` is used to wrap a function with another. The function
|
||
performing the decoration should accept a single value: the function being
|
||
decorated, and return a new function. ``with-decorator`` takes a minimum
|
||
of two parameters: the function performing decoration and the function
|
||
being decorated. More than one decorator function can be applied; they
|
||
will be applied in order from outermost to innermost, ie. the first
|
||
decorator will be the outermost one, and so on. Decorators with arguments
|
||
are called just like a function call.
|
||
|
||
.. code-block:: clj
|
||
|
||
(with-decorator decorator-fun
|
||
(defn some-function [] ...)
|
||
|
||
(with-decorator decorator1 decorator2 ...
|
||
(defn some-function [] ...)
|
||
|
||
(with-decorator (decorator arg) ..
|
||
(defn some-function [] ...)
|
||
|
||
|
||
In the following example, ``inc-decorator`` is used to decorate the function
|
||
``addition`` with a function that takes two parameters and calls the
|
||
decorated function with values that are incremented by 1. When
|
||
the decorated ``addition`` is called with values 1 and 1, the end result
|
||
will be 4 (``1+1 + 1+1``).
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (defn inc-decorator [func]
|
||
... (fn [value-1 value-2] (func (+ value-1 1) (+ value-2 1))))
|
||
=> (defn inc2-decorator [func]
|
||
... (fn [value-1 value-2] (func (+ value-1 2) (+ value-2 2))))
|
||
|
||
=> (with-decorator inc-decorator (defn addition [a b] (+ a b)))
|
||
=> (addition 1 1)
|
||
4
|
||
=> (with-decorator inc2-decorator inc-decorator
|
||
... (defn addition [a b] (+ a b)))
|
||
=> (addition 1 1)
|
||
8
|
||
|
||
|
||
#@
|
||
~~
|
||
|
||
.. versionadded:: 0.12.0
|
||
|
||
The :ref:`reader macro<reader-macros>` ``#@`` can be used as a shorthand
|
||
for ``with-decorator``. With ``#@``, the previous example becomes:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> #@(inc-decorator (defn addition [a b] (+ a b)))
|
||
=> (addition 1 1)
|
||
4
|
||
=> #@(inc2-decorator inc-decorator
|
||
... (defn addition [a b] (+ a b)))
|
||
=> (addition 1 1)
|
||
8
|
||
|
||
|
||
.. _with-gensyms:
|
||
|
||
with-gensyms
|
||
-------------
|
||
|
||
.. versionadded:: 0.9.12
|
||
|
||
``with-gensym`` is used to generate a set of :ref:`gensym` for use in a macro.
|
||
The following code:
|
||
|
||
.. code-block:: hy
|
||
|
||
(with-gensyms [a b c]
|
||
...)
|
||
|
||
expands to:
|
||
|
||
.. code-block:: hy
|
||
|
||
(let [a (gensym)
|
||
b (gensym)
|
||
c (gensym)]
|
||
...)
|
||
|
||
.. seealso::
|
||
|
||
Section :ref:`using-gensym`
|
||
|
||
|
||
xor
|
||
---
|
||
|
||
.. versionadded:: 0.12.0
|
||
|
||
``xor`` is used in logical expressions to perform exclusive or. It takes two
|
||
parameters. It returns ``True`` if only of the parameters is ``True``. In all
|
||
other cases ``False`` is returned. Example usage:
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (xor True False)
|
||
True
|
||
|
||
=> (xor True True)
|
||
False
|
||
|
||
=> (xor [] [0])
|
||
True
|
||
|
||
|
||
yield
|
||
-----
|
||
|
||
``yield`` is used to create a generator object that returns one or more values.
|
||
The generator is iterable and therefore can be used in loops, list
|
||
comprehensions and other similar constructs.
|
||
|
||
The function ``random-numbers`` shows how generators can be used to generate
|
||
infinite series without consuming infinite amount of memory.
|
||
|
||
.. code-block:: clj
|
||
|
||
=> (defn multiply [bases coefficients]
|
||
... (for [(, base coefficient) (zip bases coefficients)]
|
||
... (yield (* base coefficient))))
|
||
|
||
=> (multiply (range 5) (range 5))
|
||
<generator object multiply at 0x978d8ec>
|
||
|
||
=> (list-comp value [value (multiply (range 10) (range 10))])
|
||
[0, 1, 4, 9, 16, 25, 36, 49, 64, 81]
|
||
|
||
=> (import random)
|
||
=> (defn random-numbers [low high]
|
||
... (while True (yield (.randint random low high))))
|
||
=> (list-comp x [x (take 15 (random-numbers 1 50))])
|
||
[7, 41, 6, 22, 32, 17, 5, 38, 18, 38, 17, 14, 23, 23, 19]
|
||
|
||
|
||
yield-from
|
||
----------
|
||
|
||
.. versionadded:: 0.9.13
|
||
|
||
**PYTHON 3.3 AND UP ONLY!**
|
||
|
||
``yield-from`` is used to call a subgenerator. This is useful if you
|
||
want your coroutine to be able to delegate its processes to another
|
||
coroutine, say, if using something fancy like
|
||
`asyncio <http://docs.python.org/3.4/library/asyncio.html>`_.
|