93a66c7d5e
_a_ or _some_ would work here, I opted to keep _a_
676 lines
18 KiB
ReStructuredText
676 lines
18 KiB
ReStructuredText
========
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Tutorial
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========
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.. TODO
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..
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.. - How do I index into arrays or dictionaries?
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.. - How do I do array ranges? e.g. x[5:] or y[2:10]
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.. - Blow your mind with macros!
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.. - Where's my banana???
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.. - Mention that you can import .hy files in .py files and vice versa!
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Welcome to the Hy tutorial!
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In a nutshell, Hy is a Lisp dialect, but one that converts its
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structure into Python ... literally a conversion into Python's abstract
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syntax tree! (Or to put it in more crude terms, Hy is lisp-stick on a
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Python!)
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This is pretty cool because it means Hy is several things:
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- A Lisp that feels very Pythonic
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- For Lispers, a great way to use Lisp's crazy powers but in the wide
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world of Python's libraries (why yes, you now can write a Django
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application in Lisp!)
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- For Pythonistas, a great way to start exploring Lisp, from the
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comfort of Python!
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- For everyone: a pleasant language that has a lot of neat ideas!
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Basic intro to Lisp for Pythonistas
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===================================
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Okay, maybe you've never used Lisp before, but you've used Python!
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A "hello world" program in Hy is actually super simple. Let's try it:
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.. code-block:: clj
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(print "hello world")
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See? Easy! As you may have guessed, this is the same as the Python
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version of::
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print "hello world"
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To add up some super simple math, we could do:
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.. code-block:: clj
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(+ 1 3)
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Which would return 4 and would be the equivalent of:
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.. code-block:: clj
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1 + 3
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What you'll notice is that the first item in the list is the function
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being called and the rest of the arguments are the arguments being
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passed in. In fact, in Hy (as with most Lisps) we can pass in
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multiple arguments to the plus operator:
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.. code-block:: clj
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(+ 1 3 55)
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Which would return 59.
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Maybe you've heard of Lisp before but don't know much about it. Lisp
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isn't as hard as you might think, and Hy inherits from Python, so Hy
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is a great way to start learning Lisp. The main thing that's obvious
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about Lisp is that there's a lot of parentheses. This might seem
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confusing at first, but it isn't so hard. Let's look at some simple
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math that's wrapped in a bunch of parentheses that we could enter into
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the Hy interpreter:
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.. code-block:: clj
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(setv result (- (/ (+ 1 3 88) 2) 8))
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This would return 38. But why? Well, we could look at the equivalent
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expression in python::
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result = ((1 + 3 + 88) / 2) - 8
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If you were to try to figure out how the above were to work in python,
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you'd of course figure out the results by solving each inner
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parenthesis. That's the same basic idea in Hy. Let's try this
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exercise first in Python::
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result = ((1 + 3 + 88) / 2) - 8
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# simplified to...
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result = (92 / 2) - 8
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# simplified to...
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result = 46 - 8
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# simplified to...
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result = 38
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Now let's try the same thing in Hy:
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.. code-block:: clj
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(setv result (- (/ (+ 1 3 88) 2) 8))
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; simplified to...
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(setv result (- (/ 92 2) 8))
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; simplified to...
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(setv result (- 46 8))
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; simplified to...
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(setv result 38)
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As you probably guessed, this last expression with ``setv`` means to
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assign the variable "result" to 38.
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See? Not too hard!
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This is the basic premise of Lisp. Lisp stands for "list
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processing"; this means that the structure of the program is
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actually lists of lists. (If you're familiar with Python lists,
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imagine the entire same structure as above but with square brackets
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instead, any you'll be able to see the structure above as both a
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program and a data structure.) This is easier to understand with more
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examples, so let's write a simple Python program, test it, and then
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show the equivalent Hy program::
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def simple_conversation():
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print "Hello! I'd like to get to know you. Tell me about yourself!"
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name = raw_input("What is your name? ")
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age = raw_input("What is your age? ")
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print "Hello " + name + "! I see you are " + age + " years old."
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simple_conversation()
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If we ran this program, it might go like::
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Hello! I'd like to get to know you. Tell me about yourself!
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What is your name? Gary
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What is your age? 38
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Hello Gary! I see you are 38 years old.
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Now let's look at the equivalent Hy program:
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.. code-block:: clj
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(defn simple-conversation []
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(print "Hello! I'd like to get to know you. Tell me about yourself!")
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(setv name (raw-input "What is your name? "))
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(setv age (raw-input "What is your age? "))
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(print (+ "Hello " name "! I see you are "
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age " years old.")))
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(simple-conversation)
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If you look at the above program, as long as you remember that the
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first element in each list of the program is the function (or
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macro... we'll get to those later) being called and that the rest are
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the arguments, it's pretty easy to figure out what this all means.
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(As you probably also guessed, ``defn`` is the Hy method of defining
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methods.)
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Still, lots of people find this confusing at first because there's so
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many parentheses, but there are plenty of things that can help make
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this easier: keep indentation nice and use an editor with parenthesis
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matching (this will help you figure out what each parenthesis pairs up
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with) and things will start to feel comfortable.
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There are some advantages to having a code structure that's actually a
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very simple data structure as the core of Lisp is based on. For one
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thing, it means that your programs are easy to parse and that the
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entire actual structure of the program is very clearly exposed to you.
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(There's an extra step in Hy where the structure you see is converted
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to Python's own representations ... in "purer" Lisps such as Common
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Lisp or Emacs Lisp, the data structure you see in the code and the
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data structure that is executed is much more literally close.)
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Another implication of this is macros: if a program's structure is a
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simple data structure, that means you can write code that can write
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code very easily, meaning that implementing entirely new language
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features can be very fast. Previous to Hy, this wasn't very possible
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for Python programmers ... now you too can make use of macros'
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incredible power (just be careful to not aim them footward)!
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Hy is a Lisp-flavored Python
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============================
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Hy converts to Python's own abstract syntax tree, so you'll soon start
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to find that all the familiar power of python is at your fingertips.
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You have full access to Python's data types and standard library in
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Hy. Let's experiment with this in the hy interpreter::
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=> [1 2 3]
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[1, 2, 3]
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=> {"dog" "bark"
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... "cat" "meow"}
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...
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{'dog': 'bark', 'cat': 'meow'}
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=> (, 1 2 3)
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(1, 2, 3)
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=> #{3 1 2}
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{1, 2, 3}
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=> 1/2
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Fraction(1, 2)
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Notice the last two lines: Hy has a fraction literal like Clojure.
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If you are familiar with other Lisps, you may be interested that Hy
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supports the Common Lisp method of quoting:
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.. code-block:: clj
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=> '(1 2 3)
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(1L 2L 3L)
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You also have access to all the built-in types' nice methods::
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=> (.strip " fooooo ")
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"fooooo"
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What's this? Yes indeed, this is precisely the same as::
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" fooooo ".strip()
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That's right---Lisp with dot notation! If we have this string
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assigned as a variable, we can also do the following:
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.. code-block:: clj
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(setv this-string " fooooo ")
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(this-string.strip)
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What about conditionals?:
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.. code-block:: clj
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(if (try-some-thing)
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(print "this is if true")
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(print "this is if false"))
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As you can tell above, the first argument to ``if`` is a truth test, the
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second argument is the body if true, and the third argument (optional!)
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is if false (ie. ``else``).
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If you need to do more complex conditionals, you'll find that you
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don't have ``elif`` available in Hy. Instead, you should use something
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called ``cond``. In Python, you might do something like::
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somevar = 33
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if somevar > 50:
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print "That variable is too big!"
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elif somevar < 10:
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print "That variable is too small!"
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else:
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print "That variable is jussssst right!"
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In Hy, you would do:
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.. code-block:: clj
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(setv somevar 33)
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(cond
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[(> somevar 50)
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(print "That variable is too big!")]
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[(< somevar 10)
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(print "That variable is too small!")]
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[true
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(print "That variable is jussssst right!")])
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What you'll notice is that ``cond`` switches off between a statement
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that is executed and checked conditionally for true or falseness, and
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then a bit of code to execute if it turns out to be true. You'll also
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notice that the ``else`` is implemented at the end simply by checking
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for ``true`` -- that's because ``true`` will always be true, so if we get
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this far, we'll always run that one!
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You might notice above that if you have code like:
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.. code-block:: clj
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(if some-condition
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(body-if-true)
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(body-if-false))
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But wait! What if you want to execute more than one statement in the
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body of one of these?
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You can do the following:
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.. code-block:: clj
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(if (try-some-thing)
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(do
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(print "this is if true")
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(print "and why not, let's keep talking about how true it is!))
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(print "this one's still simply just false"))
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You can see that we used ``do`` to wrap multiple statements. If you're
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familiar with other Lisps, this is the equivalent of ``progn``
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elsewhere.
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Comments start with semicolons:
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.. code-block:: clj
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(print "this will run")
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; (print "but this will not")
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(+ 1 2 3) ; we'll execute the addition, but not this comment!
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Hashbang (``#!``) syntax is supported:
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.. code-block:: clj
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#! /usr/bin/env hy
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(print "Make me executable, and run me!")
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Looping is not hard but has a kind of special structure. In Python,
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we might do::
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for i in range(10):
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print "'i' is now at " + str(i)
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The equivalent in Hy would be:
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.. code-block:: clj
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(for [i (range 10)]
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(print (+ "'i' is now at " (str i))))
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You can also import and make use of various Python libraries. For
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example:
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.. code-block:: clj
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(import os)
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(if (os.path.isdir "/tmp/somedir")
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(os.mkdir "/tmp/somedir/anotherdir")
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(print "Hey, that path isn't there!"))
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Python's context managers (``with`` statements) are used like this:
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.. code-block:: clj
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(with [f (open "/tmp/data.in")]
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(print (.read f)))
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which is equivalent to::
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with open("/tmp/data.in") as f:
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print f.read()
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And yes, we do have List comprehensions! In Python you might do::
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odds_squared = [
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pow(num, 2)
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for num in range(100)
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if num % 2 == 1]
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In Hy, you could do these like:
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.. code-block:: clj
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(setv odds-squared
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(list-comp
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(pow num 2)
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(num (range 100))
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(= (% num 2) 1)))
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.. code-block:: clj
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; And, an example stolen shamelessly from a Clojure page:
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; Let's list all the blocks of a Chessboard:
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(list-comp
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(, x y)
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(x (range 8)
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y "ABCDEFGH"))
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; [(0, 'A'), (0, 'B'), (0, 'C'), (0, 'D'), (0, 'E'), (0, 'F'), (0, 'G'), (0, 'H'),
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; (1, 'A'), (1, 'B'), (1, 'C'), (1, 'D'), (1, 'E'), (1, 'F'), (1, 'G'), (1, 'H'),
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; (2, 'A'), (2, 'B'), (2, 'C'), (2, 'D'), (2, 'E'), (2, 'F'), (2, 'G'), (2, 'H'),
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; (3, 'A'), (3, 'B'), (3, 'C'), (3, 'D'), (3, 'E'), (3, 'F'), (3, 'G'), (3, 'H'),
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; (4, 'A'), (4, 'B'), (4, 'C'), (4, 'D'), (4, 'E'), (4, 'F'), (4, 'G'), (4, 'H'),
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; (5, 'A'), (5, 'B'), (5, 'C'), (5, 'D'), (5, 'E'), (5, 'F'), (5, 'G'), (5, 'H'),
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; (6, 'A'), (6, 'B'), (6, 'C'), (6, 'D'), (6, 'E'), (6, 'F'), (6, 'G'), (6, 'H'),
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; (7, 'A'), (7, 'B'), (7, 'C'), (7, 'D'), (7, 'E'), (7, 'F'), (7, 'G'), (7, 'H')]
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Python has support for various fancy argument and keyword arguments.
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In Python we might see::
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>>> def optional_arg(pos1, pos2, keyword1=None, keyword2=42):
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... return [pos1, pos2, keyword1, keyword2]
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...
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>>> optional_arg(1, 2)
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[1, 2, None, 42]
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>>> optional_arg(1, 2, 3, 4)
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[1, 2, 3, 4]
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>>> optional_arg(keyword1=1, pos2=2, pos1=3, keyword2=4)
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[3, 2, 1, 4]
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The same thing in Hy::
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=> (defn optional-arg [pos1 pos2 &optional keyword1 [keyword2 42]]
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... [pos1 pos2 keyword1 keyword2])
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=> (optional-arg 1 2)
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[1 2 None 42]
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=> (optional-arg 1 2 3 4)
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[1 2 3 4]
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If you're running a version of Hy past 0.10.1 (eg, git master),
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there's also a nice new keyword argument syntax::
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=> (optional-arg :keyword1 1
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... :pos2 2
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... :pos1 3
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... :keyword2 4)
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[3, 2, 1, 4]
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Otherwise, you can always use `apply`. But what's `apply`?
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Are you familiar with passing in `*args` and `**kwargs` in Python?::
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>>> args = [1 2]
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>>> kwargs = {"keyword2": 3
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... "keyword1": 4}
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>>> optional_arg(*args, **kwargs)
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We can reproduce this with `apply`::
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=> (setv args [1 2])
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=> (setv kwargs {"keyword2" 3
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... "keyword1" 4})
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=> (apply optional-arg args kwargs)
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[1, 2, 4, 3]
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There's also a dictionary-style keyword arguments construction that
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looks like:
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.. code-block:: clj
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(defn another-style [&key {"key1" "val1" "key2" "val2"}]
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[key1 key2])
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The difference here is that since it's a dictionary, you can't rely on
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any specific ordering to the arguments.
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Hy also supports ``*args`` and ``**kwargs``. In Python::
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def some_func(foo, bar, *args, **kwargs):
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import pprint
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pprint.pprint((foo, bar, args, kwargs))
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The Hy equivalent:
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.. code-block:: clj
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(defn some-func [foo bar &rest args &kwargs kwargs]
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(import pprint)
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(pprint.pprint (, foo bar args kwargs)))
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Finally, of course we need classes! In Python, we might have a class
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like::
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class FooBar(object):
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"""
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Yet Another Example Class
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"""
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def __init__(self, x):
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self.x = x
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def get_x(self):
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"""
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Return our copy of x
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"""
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return self.x
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In Hy:
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.. code-block:: clj
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(defclass FooBar [object]
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"Yet Another Example Class"
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(defn --init-- [self x]
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(setv self.x x))
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(defn get-x [self]
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"Return our copy of x"
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self.x))
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You can also do class-level attributes. In Python::
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class Customer(models.Model):
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name = models.CharField(max_length=255)
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address = models.TextField()
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notes = models.TextField()
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In Hy:
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.. code-block:: clj
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(defclass Customer [models.Model]
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[name (models.CharField :max-length 255})
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address (models.TextField)
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notes (models.TextField)])
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Macros
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======
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One really powerful feature of Hy are macros. They are small functions that are
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used to generate code (or data). When program written in Hy is started, the
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macros are executed and their output is placed in the program source. After this,
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the program starts executing normally. Very simple example:
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.. code-block:: clj
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=> (defmacro hello [person]
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... `(print "Hello there," ~person))
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=> (hello "Tuukka")
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Hello there, Tuukka
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The thing to notice here is that hello macro doesn't output anything on
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screen. Instead it creates piece of code that is then executed and prints on
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screen. This macro writes a piece of program that looks like this (provided that
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we used "Tuukka" as parameter):
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.. code-block:: clj
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(print "Hello there," Tuukka)
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We can also manipulate code with macros:
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.. code-block:: clj
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=> (defmacro rev [code]
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... (let [op (last code) params (list (butlast code))]
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... `(~op ~@params)))
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=> (rev (1 2 3 +))
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6
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The code that was generated with this macro just switched around some of the
|
|
elements, so by the time program started executing, it actually reads:
|
|
|
|
.. code-block:: clj
|
|
|
|
(+ 1 2 3)
|
|
|
|
Sometimes it's nice to have a very short name for a macro that doesn't take much
|
|
space or use extra parentheses. Reader macros can be pretty useful in these
|
|
situations (and since Hy operates well with unicode, we aren't running out of
|
|
characters that soon):
|
|
|
|
.. code-block:: clj
|
|
|
|
=> (defreader ↻ [code]
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|
... (let [op (last code) params (list (butlast code))]
|
|
... `(~op ~@params)))
|
|
=> #↻(1 2 3 +)
|
|
6
|
|
|
|
Macros are useful when one wishes to extend Hy or write their own
|
|
language on top of that. Many features of Hy are macros, like ``when``,
|
|
``cond`` and ``->``.
|
|
|
|
To use macros defined in a different module, it is not enough to
|
|
``import`` the module, because importing happens at run-time, while we
|
|
would need macros at compile-time. Instead of importing the module
|
|
with macros, ``require`` must be used:
|
|
|
|
.. code-block:: clj
|
|
|
|
=> (require tutorial.macros)
|
|
=> (rev (1 2 3 +))
|
|
6
|
|
|
|
Hy <-> Python interop
|
|
=====================
|
|
|
|
By importing Hy, you can use Hy directly from Python!
|
|
|
|
If you save the following in ``greetings.hy``:
|
|
|
|
.. code-block:: clj
|
|
|
|
(defn greet [name] (print "hello from hy," name))
|
|
|
|
Then you can use it directly from python, by importing hy before importing
|
|
the module. In Python::
|
|
|
|
import hy
|
|
import greetings
|
|
|
|
greetings.greet("Foo")
|
|
|
|
You can also declare a function in python (or even a class!) and use it in Hy!
|
|
|
|
If you save the following in ``greetings.py`` in Python::
|
|
|
|
def greet(name):
|
|
print("hello, %s" % (name))
|
|
|
|
You can use it in Hy:
|
|
|
|
.. code-block:: clj
|
|
|
|
(import greetings)
|
|
(.greet greetings "foo")
|
|
|
|
To use keyword arguments, you can use in ``greetings.py``::
|
|
|
|
def greet(name, title="Sir"):
|
|
print("Greetings, %s %s" % (title,name))
|
|
|
|
.. code-block:: clj
|
|
|
|
(import greetings)
|
|
(.greet greetings "Foo")
|
|
(.greet greetings "Foo" "Darth")
|
|
(apply (. greetings greet) ["Foo"] {:title "Lord"})
|
|
|
|
Which would output::
|
|
|
|
Greetings, Sir Foo
|
|
|
|
Greetings, Darth Foo
|
|
|
|
Greetings, Lord Foo
|
|
|
|
|
|
|
|
Protips!
|
|
========
|
|
|
|
Hy also features something known as the "threading macro", a really neat
|
|
feature of Clojure's. The "threading macro" (written as ``->``) is used
|
|
to avoid deep nesting of expressions.
|
|
|
|
The threading macro inserts each expression into the next expression's first
|
|
argument place.
|
|
|
|
Let's take the classic:
|
|
|
|
.. code-block:: clj
|
|
|
|
(loop (print (eval (read))))
|
|
|
|
Rather than write it like that, we can write it as follows:
|
|
|
|
.. code-block:: clj
|
|
|
|
(-> (read) (eval) (print) (loop))
|
|
|
|
Now, using `python-sh <http://amoffat.github.com/sh/>`_, we can show
|
|
how the threading macro (because of python-sh's setup) can be used like
|
|
a pipe:
|
|
|
|
.. code-block:: clj
|
|
|
|
=> (import [sh [cat grep wc]])
|
|
=> (-> (cat "/usr/share/dict/words") (grep "-E" "^hy") (wc "-l"))
|
|
210
|
|
|
|
Which, of course, expands out to:
|
|
|
|
.. code-block:: clj
|
|
|
|
(wc (grep (cat "/usr/share/dict/words") "-E" "^hy") "-l")
|
|
|
|
Much more readable, no? Use the threading macro!
|