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3 | 3 | Python Interop
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4 | 4 | ==============
|
5 | 5 |
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6 |
| -TBD |
| 6 | +Basilisp features myriad options for interfacing with host Python code. |
| 7 | + |
| 8 | +.. contents:: |
| 9 | + :depth: 2 |
| 10 | + |
| 11 | +.. _name_munging: |
| 12 | + |
| 13 | +Name Munging |
| 14 | +------------ |
| 15 | + |
| 16 | +Per Python's `PEP 8 naming conventions <https://www.python.org/dev/peps/pep-0008/#naming-conventions>`_, Python method and function names frequently use ``snake_case``. |
| 17 | +Basilisp is certainly capable of reading ``snake_case`` names without any special affordance. |
| 18 | +However, Basilisp code (like many Lisps) tends to prefer ``kebab-case`` for word separation. |
| 19 | + |
| 20 | +Since the hyphen character used in ``kebab-case`` cannot be used in valid identifiers in Python, the Basilisp compiler automatically converts names to Python-safe identifiers before compiling. |
| 21 | +In many of the examples below, you will see Python code referenced directly using ``kebab-case``. |
| 22 | +When compiled, a ``kebab-case`` identifier always becomes a ``snake_case`` identifier, so calling Python code from within Basilisp blends in fairly well with standard Basilisp code. |
| 23 | + |
| 24 | +.. note:: |
| 25 | + |
| 26 | + The Basilisp compiler munges *all* unsafe Basilisp identifiers to safe Python identifiers, but other cases are unlikely to appear in standard Python interop usage. |
| 27 | + |
| 28 | +.. _python_builtins: |
| 29 | + |
| 30 | +Python Builtins |
| 31 | +--------------- |
| 32 | + |
| 33 | +Python features a collection of `builtin <https://docs.python.org/3.8/library/functions.html>`_ functions which are available by default without module qualification in all Python scripts. |
| 34 | +Python builtins are available in all Basilisp code as qualified symbols with the ``python`` namespace portion. |
| 35 | +It is not required to import anything to enable this functionality. |
| 36 | + |
| 37 | +:: |
| 38 | + |
| 39 | + basilisp.user=> (python/abs -1) |
| 40 | + 1 |
| 41 | + |
| 42 | +.. _importing_modules: |
| 43 | + |
| 44 | +Importing Modules |
| 45 | +----------------- |
| 46 | + |
| 47 | +As in standard Python, it is possible to import any module importable in native Python code in Basilisp using the ``(import module)`` macro. |
| 48 | +Submodules may be imported using the standard Python ``.`` separator: ``(import module.sub)``. |
| 49 | + |
| 50 | +Upon import, top-level (unqualified) Python modules may be referred to using the full module name as the namespace portion of the symbol and the desired module member. |
| 51 | +Submodules will be available under the full, dot-separated name. |
| 52 | + |
| 53 | +To avoid name clashes from the above, you may alias imports (as in native Python code) using the same syntax as ``require``. |
| 54 | +Both top-level modules and submodules may be aliased: ``(import [module.sub :as sm])``. |
| 55 | +Note that none of the other convenience features or flags from ``require`` are available, so you will not be able to, say, refer unqualified module members into the current Namespace. |
| 56 | + |
| 57 | +.. warning:: |
| 58 | + |
| 59 | + Unlike in Python, imported module names and aliases cannot be referred to directly in Basilisp code. |
| 60 | + Module and Namespace names are resolved separately from local names and will not resolve as unqualified names. |
| 61 | + |
| 62 | +.. code-block:: |
| 63 | +
|
| 64 | + (import [os.path :as path]) |
| 65 | + (path/exists "test.txt") ;;=> false |
| 66 | +
|
| 67 | +.. _referencing_module_members: |
| 68 | + |
| 69 | +Referencing Module Members |
| 70 | +-------------------------- |
| 71 | + |
| 72 | +Once a Python module is imported into the current Namespace, it is trivial to reference module members directly. |
| 73 | +References to Python module members appear identical to qualified Basilisp Namespace references. |
| 74 | +Class constructors or other callables in the module can be called directly as a standard Basilisp function call. |
| 75 | +Static members and class members can be referenced by adding the class name to the (potentially) qualified symbol namespace, separated by a single ``.``. |
| 76 | + |
| 77 | +.. code-block:: clojure |
| 78 | +
|
| 79 | + (import datetime) |
| 80 | + (datetime.datetime/now) ;;=> #inst "2020-03-30T08:56:57.176809" |
| 81 | +
|
| 82 | +.. _accessing_object_methods_and_props: |
| 83 | + |
| 84 | +Accessing Object Methods and Properties |
| 85 | +--------------------------------------- |
| 86 | + |
| 87 | +Often when interfacing with native Python code, you will end up handling raw Python objects. |
| 88 | +In such cases, you may need or want to call a method on that object or access a property. |
| 89 | +Basilisp has specialized syntax support for calling methods on objects and accessing its properties. |
| 90 | + |
| 91 | +To access an object's method, the ``.`` special form can be used: ``(. object method & args)``. |
| 92 | + |
| 93 | +.. code-block:: clojure |
| 94 | +
|
| 95 | + (import datetime) |
| 96 | + (def now (datetime.datetime/now)) |
| 97 | + (. now strftime "%Y-%m-%d") ;;=> "2020-03-31" |
| 98 | +
|
| 99 | +As a convenience, Basilisp offers a more compact syntax for method names known at compile time: ``(.method object & args))``. |
| 100 | + |
| 101 | +.. code-block:: clojure |
| 102 | +
|
| 103 | + (.strftime now "%Y-%m-%d") ;;=> "2020-03-31" |
| 104 | +
|
| 105 | +In Python, objects often expose properties which can be read directly from the instance. |
| 106 | +To read properties from the instance, you can use the ``(.- object property)`` syntax. |
| 107 | + |
| 108 | +.. code-block:: clojure |
| 109 | +
|
| 110 | + (.- now year) ;;=> 2020 |
| 111 | +
|
| 112 | +As with methods, Basilisp features a convenience syntax for accessing properties whose names are statically known at compile time: ``(.-property object)``. |
| 113 | + |
| 114 | +.. code-block:: clojure |
| 115 | +
|
| 116 | + (.-year now) ;;=> 2020 |
| 117 | +
|
| 118 | +.. note:: |
| 119 | + |
| 120 | + Property references do not accept arguments and it is a compile-time error to pass arguments to an object property reference. |
| 121 | + |
| 122 | +Though Basilisp generally eschews mutability, we live in a mutable world. |
| 123 | +Many Python frameworks and libraries rely on mutable objects as part of their public API. |
| 124 | +Methods may potentially always mutate their associated instance, but properties are often declared read-only. |
| 125 | +For properties which are explicitly *not* read only, you can mutate their value using the ``set!`` :ref:`special form <special_forms>`. |
| 126 | + |
| 127 | +.. code-block:: clojure |
| 128 | +
|
| 129 | + (set! (.-property o) :new-value) ;;=> :new-value |
| 130 | +
|
| 131 | +.. note:: |
| 132 | + |
| 133 | + In most cases, Basilisp's method and property access features should be sufficient. |
| 134 | + However, in case it is not, Python's :ref:`builtins <python_builtins>` such as `getattr` and `setattr` are still available and can supplement Basilisp's interoperability features. |
| 135 | + |
| 136 | +.. _keyword_arguments: |
| 137 | + |
| 138 | +Keyword Arguments |
| 139 | +----------------- |
| 140 | + |
| 141 | +Python functions and class constructors commonly permit callers to supply optional parameters as keyword arguments. |
| 142 | +While Basilisp functions themselves do not *typically* expose keyword arguments, Basilisp natively supports keyword argument calls with a number of different options. |
| 143 | +For function calls to statically known functions with a static set of keyword arguments, you can call your desired function and separate positional arguments from keyword arguments using the ``**`` special symbol. |
| 144 | +The Basilisp compiler expects 0 or more key/value pairs (similarly to the contents of a map literal) after the ``**`` symbol in a function or method call. |
| 145 | +It gathers all key/value pairs after that identifier, converts any keywords to valid Python identifiers (using the :ref:`name_munging` described above), and calls the Python function with those keyword arguments. |
| 146 | + |
| 147 | +.. code-block:: clojure |
| 148 | +
|
| 149 | + (python/open "test.txt" ** :mode "w") ;;=> <_io.TextIOWrapper name='test.txt' mode='w' encoding='UTF-8'> |
| 150 | +
|
| 151 | +.. note:: |
| 152 | + |
| 153 | + The symbol ``**`` does not resolve to anything in Basilisp. |
| 154 | + The Basilisp compiler discards it during the analysis phase of compilation. |
| 155 | + |
| 156 | +.. note:: |
| 157 | + |
| 158 | + It is also valid to supply keys as strings, though this is less idiomatic. |
| 159 | + String keys will also be munged to ensure they are valid Python identifiers. |
| 160 | + |
| 161 | +.. _basilisp_functions_with_kwargs: |
| 162 | + |
| 163 | +Basilisp Functions with Keyword Arguments |
| 164 | +----------------------------------------- |
| 165 | + |
| 166 | +In rare circumstances (such as supplying a callback function), it may be necessary for a Basilisp function to support being called with Python keyword arguments. |
| 167 | +Basilisp can generate functions which can receive these keyword arguments and translate them into idiomatic Basilisp. |
| 168 | +Single-arity functions and ``deftype`` methods can declare support for Python keyword arguments with the ``:kwargs`` metadata key. |
| 169 | +Multi-arity functions and ``deftype`` methods do not support Python keyword arguments. |
| 170 | +For functions which do support keyword arguments, two strategies are supported for generating these functions: ``:apply`` and ``:collect``. |
| 171 | + |
| 172 | +.. note:: |
| 173 | + |
| 174 | + Basilisp functions support a variant of keyword arguments via destructuring support provided by ``fn`` and ``defn``. |
| 175 | + The ``:apply`` strategy relies on that style of keyword argument support to idiomatically integrate with Basilisp functions. |
| 176 | + |
| 177 | +.. code-block:: clojure |
| 178 | +
|
| 179 | + ^{:kwargs :apply} |
| 180 | + (fn [& {:as kwargs}] |
| 181 | + kwargs) |
| 182 | +
|
| 183 | +The ``:apply`` strategy is appropriate in situations where there are few or no positional arguments defined on your function. |
| 184 | +With this strategy, the compiler converts the Python dict of string keys and values into a sequential stream of de-munged keyword and value pairs which are applied to the function. |
| 185 | +As you can see in the example above, this strategy fits neatly with the existing support for destructuring key and value pairs from rest arguments in a function definition. |
| 186 | + |
| 187 | +.. warning:: |
| 188 | + |
| 189 | + With the ``:apply`` strategy, the Basilisp compiler cannot verify that the number of positional arguments matches the number defined on the receiving function, so use this strategy with caution. |
| 190 | + |
| 191 | +.. code-block:: clojure |
| 192 | +
|
| 193 | + ^{:kwargs :collect} |
| 194 | + (fn [arg1 arg2 ... {:as kwargs}] |
| 195 | + kwargs) |
| 196 | +
|
| 197 | +The ``:collect`` strategy is a better accompaniment to functions with positional arguments. |
| 198 | +With this strategy, Python keyword arguments are converted into a Basilisp map with de-munged keyword arguments and passed as the final positional argument of the function. |
| 199 | +You can use map destructuring on this final positional argument, just as you would with the map in the ``:apply`` case above. |
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