7 :synopsis: Abstract Syntax Tree classes and manipulation.
9 .. sectionauthor:: Martin v. Löwis <martin@v.loewis.de>
10 .. sectionauthor:: Georg Brandl <georg@python.org>
13 The low-level ``_ast`` module containing only the node classes.
16 The high-level ``ast`` module containing all helpers.
19 The :mod:`ast` module helps Python applications to process trees of the Python
20 abstract syntax grammar. The abstract syntax itself might change with each
21 Python release; this module helps to find out programmatically what the current
24 An abstract syntax tree can be generated by passing :data:`ast.PyCF_ONLY_AST` as
25 a flag to the :func:`compile` built-in function, or using the :func:`parse`
26 helper provided in this module. The result will be a tree of objects whose
27 classes all inherit from :class:`ast.AST`. An abstract syntax tree can be
28 compiled into a Python code object using the built-in :func:`compile` function.
36 This is the base of all AST node classes. The actual node classes are
37 derived from the :file:`Parser/Python.asdl` file, which is reproduced
38 :ref:`below <abstract-grammar>`. They are defined in the :mod:`_ast` C
39 module and re-exported in :mod:`ast`.
41 There is one class defined for each left-hand side symbol in the abstract
42 grammar (for example, :class:`ast.stmt` or :class:`ast.expr`). In addition,
43 there is one class defined for each constructor on the right-hand side; these
44 classes inherit from the classes for the left-hand side trees. For example,
45 :class:`ast.BinOp` inherits from :class:`ast.expr`. For production rules
46 with alternatives (aka "sums"), the left-hand side class is abstract: only
47 instances of specific constructor nodes are ever created.
49 .. attribute:: _fields
51 Each concrete class has an attribute :attr:`_fields` which gives the names
54 Each instance of a concrete class has one attribute for each child node,
55 of the type as defined in the grammar. For example, :class:`ast.BinOp`
56 instances have an attribute :attr:`left` of type :class:`ast.expr`.
58 If these attributes are marked as optional in the grammar (using a
59 question mark), the value might be ``None``. If the attributes can have
60 zero-or-more values (marked with an asterisk), the values are represented
61 as Python lists. All possible attributes must be present and have valid
62 values when compiling an AST with :func:`compile`.
67 Instances of :class:`ast.expr` and :class:`ast.stmt` subclasses have
68 :attr:`lineno` and :attr:`col_offset` attributes. The :attr:`lineno` is
69 the line number of source text (1-indexed so the first line is line 1) and
70 the :attr:`col_offset` is the UTF-8 byte offset of the first token that
71 generated the node. The UTF-8 offset is recorded because the parser uses
74 The constructor of a class :class:`ast.T` parses its arguments as follows:
76 * If there are positional arguments, there must be as many as there are items
77 in :attr:`T._fields`; they will be assigned as attributes of these names.
78 * If there are keyword arguments, they will set the attributes of the same
79 names to the given values.
81 For example, to create and populate an :class:`ast.UnaryOp` node, you could
86 node.operand = ast.Num()
88 node.operand.lineno = 0
89 node.operand.col_offset = 0
93 or the more compact ::
95 node = ast.UnaryOp(ast.USub(), ast.Num(5, lineno=0, col_offset=0),
96 lineno=0, col_offset=0)
99 The constructor as explained above was added. In Python 2.5 nodes had
100 to be created by calling the class constructor without arguments and
101 setting the attributes afterwards.
104 .. _abstract-grammar:
109 The module defines a string constant ``__version__`` which is the decimal
110 Subversion revision number of the file shown below.
112 The abstract grammar is currently defined as follows:
114 .. literalinclude:: ../../Parser/Python.asdl
120 .. versionadded:: 2.6
122 Apart from the node classes, :mod:`ast` module defines these utility functions
123 and classes for traversing abstract syntax trees:
125 .. function:: parse(expr, filename='<unknown>', mode='exec')
127 Parse an expression into an AST node. Equivalent to ``compile(expr,
128 filename, mode, ast.PyCF_ONLY_AST)``.
131 .. function:: literal_eval(node_or_string)
133 Safely evaluate an expression node or a string containing a Python
134 expression. The string or node provided may only consist of the following
135 Python literal structures: strings, numbers, tuples, lists, dicts, booleans,
138 This can be used for safely evaluating strings containing Python expressions
139 from untrusted sources without the need to parse the values oneself.
142 .. function:: get_docstring(node, clean=True)
144 Return the docstring of the given *node* (which must be a
145 :class:`FunctionDef`, :class:`ClassDef` or :class:`Module` node), or ``None``
146 if it has no docstring. If *clean* is true, clean up the docstring's
147 indentation with :func:`inspect.cleandoc`.
150 .. function:: fix_missing_locations(node)
152 When you compile a node tree with :func:`compile`, the compiler expects
153 :attr:`lineno` and :attr:`col_offset` attributes for every node that supports
154 them. This is rather tedious to fill in for generated nodes, so this helper
155 adds these attributes recursively where not already set, by setting them to
156 the values of the parent node. It works recursively starting at *node*.
159 .. function:: increment_lineno(node, n=1)
161 Increment the line number of each node in the tree starting at *node* by *n*.
162 This is useful to "move code" to a different location in a file.
165 .. function:: copy_location(new_node, old_node)
167 Copy source location (:attr:`lineno` and :attr:`col_offset`) from *old_node*
168 to *new_node* if possible, and return *new_node*.
171 .. function:: iter_fields(node)
173 Yield a tuple of ``(fieldname, value)`` for each field in ``node._fields``
174 that is present on *node*.
177 .. function:: iter_child_nodes(node)
179 Yield all direct child nodes of *node*, that is, all fields that are nodes
180 and all items of fields that are lists of nodes.
183 .. function:: walk(node)
185 Recursively yield all child nodes of *node*, in no specified order. This is
186 useful if you only want to modify nodes in place and don't care about the
190 .. class:: NodeVisitor()
192 A node visitor base class that walks the abstract syntax tree and calls a
193 visitor function for every node found. This function may return a value
194 which is forwarded by the :meth:`visit` method.
196 This class is meant to be subclassed, with the subclass adding visitor
199 .. method:: visit(node)
201 Visit a node. The default implementation calls the method called
202 :samp:`self.visit_{classname}` where *classname* is the name of the node
203 class, or :meth:`generic_visit` if that method doesn't exist.
205 .. method:: generic_visit(node)
207 This visitor calls :meth:`visit` on all children of the node.
209 Note that child nodes of nodes that have a custom visitor method won't be
210 visited unless the visitor calls :meth:`generic_visit` or visits them
213 Don't use the :class:`NodeVisitor` if you want to apply changes to nodes
214 during traversal. For this a special visitor exists
215 (:class:`NodeTransformer`) that allows modifications.
218 .. class:: NodeTransformer()
220 A :class:`NodeVisitor` subclass that walks the abstract syntax tree and
221 allows modification of nodes.
223 The :class:`NodeTransformer` will walk the AST and use the return value of
224 the visitor methods to replace or remove the old node. If the return value
225 of the visitor method is ``None``, the node will be removed from its
226 location, otherwise it is replaced with the return value. The return value
227 may be the original node in which case no replacement takes place.
229 Here is an example transformer that rewrites all occurrences of name lookups
230 (``foo``) to ``data['foo']``::
232 class RewriteName(NodeTransformer):
234 def visit_Name(self, node):
235 return copy_location(Subscript(
236 value=Name(id='data', ctx=Load()),
237 slice=Index(value=Str(s=node.id)),
241 Keep in mind that if the node you're operating on has child nodes you must
242 either transform the child nodes yourself or call the :meth:`generic_visit`
243 method for the node first.
245 For nodes that were part of a collection of statements (that applies to all
246 statement nodes), the visitor may also return a list of nodes rather than
249 Usually you use the transformer like this::
251 node = YourTransformer().visit(node)
254 .. function:: dump(node, annotate_fields=True, include_attributes=False)
256 Return a formatted dump of the tree in *node*. This is mainly useful for
257 debugging purposes. The returned string will show the names and the values
258 for fields. This makes the code impossible to evaluate, so if evaluation is
259 wanted *annotate_fields* must be set to False. Attributes such as line
260 numbers and column offsets are not dumped by default. If this is wanted,
261 *include_attributes* can be set to ``True``.