| :mod:`ast` --- Abstract Syntax Trees | 
 | ==================================== | 
 |  | 
 | .. module:: ast | 
 |    :synopsis: Abstract Syntax Tree classes and manipulation. | 
 |  | 
 | .. sectionauthor:: Martin v. Lรถwis <martin@v.loewis.de> | 
 | .. sectionauthor:: Georg Brandl <georg@python.org> | 
 |  | 
 | .. versionadded:: 2.5 | 
 |    The low-level ``_ast`` module containing only the node classes. | 
 |  | 
 | .. versionadded:: 2.6 | 
 |    The high-level ``ast`` module containing all helpers. | 
 |  | 
 | **Source code:** :source:`Lib/ast.py` | 
 |  | 
 | -------------- | 
 |  | 
 | The :mod:`ast` module helps Python applications to process trees of the Python | 
 | abstract syntax grammar.  The abstract syntax itself might change with each | 
 | Python release; this module helps to find out programmatically what the current | 
 | grammar looks like. | 
 |  | 
 | An abstract syntax tree can be generated by passing :data:`ast.PyCF_ONLY_AST` as | 
 | a flag to the :func:`compile` built-in function, or using the :func:`parse` | 
 | helper provided in this module.  The result will be a tree of objects whose | 
 | classes all inherit from :class:`ast.AST`.  An abstract syntax tree can be | 
 | compiled into a Python code object using the built-in :func:`compile` function. | 
 |  | 
 |  | 
 | Node classes | 
 | ------------ | 
 |  | 
 | .. class:: AST | 
 |  | 
 |    This is the base of all AST node classes.  The actual node classes are | 
 |    derived from the :file:`Parser/Python.asdl` file, which is reproduced | 
 |    :ref:`below <abstract-grammar>`.  They are defined in the :mod:`_ast` C | 
 |    module and re-exported in :mod:`ast`. | 
 |  | 
 |    There is one class defined for each left-hand side symbol in the abstract | 
 |    grammar (for example, :class:`ast.stmt` or :class:`ast.expr`).  In addition, | 
 |    there is one class defined for each constructor on the right-hand side; these | 
 |    classes inherit from the classes for the left-hand side trees.  For example, | 
 |    :class:`ast.BinOp` inherits from :class:`ast.expr`.  For production rules | 
 |    with alternatives (aka "sums"), the left-hand side class is abstract: only | 
 |    instances of specific constructor nodes are ever created. | 
 |  | 
 |    .. attribute:: _fields | 
 |  | 
 |       Each concrete class has an attribute :attr:`_fields` which gives the names | 
 |       of all child nodes. | 
 |  | 
 |       Each instance of a concrete class has one attribute for each child node, | 
 |       of the type as defined in the grammar.  For example, :class:`ast.BinOp` | 
 |       instances have an attribute :attr:`left` of type :class:`ast.expr`. | 
 |  | 
 |       If these attributes are marked as optional in the grammar (using a | 
 |       question mark), the value might be ``None``.  If the attributes can have | 
 |       zero-or-more values (marked with an asterisk), the values are represented | 
 |       as Python lists.  All possible attributes must be present and have valid | 
 |       values when compiling an AST with :func:`compile`. | 
 |  | 
 |    .. attribute:: lineno | 
 |                   col_offset | 
 |  | 
 |       Instances of :class:`ast.expr` and :class:`ast.stmt` subclasses have | 
 |       :attr:`lineno` and :attr:`col_offset` attributes.  The :attr:`lineno` is | 
 |       the line number of source text (1-indexed so the first line is line 1) and | 
 |       the :attr:`col_offset` is the UTF-8 byte offset of the first token that | 
 |       generated the node.  The UTF-8 offset is recorded because the parser uses | 
 |       UTF-8 internally. | 
 |  | 
 |    The constructor of a class :class:`ast.T` parses its arguments as follows: | 
 |  | 
 |    * If there are positional arguments, there must be as many as there are items | 
 |      in :attr:`T._fields`; they will be assigned as attributes of these names. | 
 |    * If there are keyword arguments, they will set the attributes of the same | 
 |      names to the given values. | 
 |  | 
 |    For example, to create and populate an :class:`ast.UnaryOp` node, you could | 
 |    use :: | 
 |  | 
 |       node = ast.UnaryOp() | 
 |       node.op = ast.USub() | 
 |       node.operand = ast.Num() | 
 |       node.operand.n = 5 | 
 |       node.operand.lineno = 0 | 
 |       node.operand.col_offset = 0 | 
 |       node.lineno = 0 | 
 |       node.col_offset = 0 | 
 |  | 
 |    or the more compact :: | 
 |  | 
 |       node = ast.UnaryOp(ast.USub(), ast.Num(5, lineno=0, col_offset=0), | 
 |                          lineno=0, col_offset=0) | 
 |  | 
 |    .. versionadded:: 2.6 | 
 |       The constructor as explained above was added.  In Python 2.5 nodes had | 
 |       to be created by calling the class constructor without arguments and | 
 |       setting the attributes afterwards. | 
 |  | 
 |  | 
 | .. _abstract-grammar: | 
 |  | 
 | Abstract Grammar | 
 | ---------------- | 
 |  | 
 | The module defines a string constant ``__version__`` which is the decimal | 
 | Subversion revision number of the file shown below. | 
 |  | 
 | The abstract grammar is currently defined as follows: | 
 |  | 
 | .. literalinclude:: ../../Parser/Python.asdl | 
 |  | 
 |  | 
 | :mod:`ast` Helpers | 
 | ------------------ | 
 |  | 
 | .. versionadded:: 2.6 | 
 |  | 
 | Apart from the node classes, :mod:`ast` module defines these utility functions | 
 | and classes for traversing abstract syntax trees: | 
 |  | 
 | .. function:: parse(source, filename='<unknown>', mode='exec') | 
 |  | 
 |    Parse the source into an AST node.  Equivalent to ``compile(source, | 
 |    filename, mode, ast.PyCF_ONLY_AST)``. | 
 |  | 
 |  | 
 | .. function:: literal_eval(node_or_string) | 
 |  | 
 |    Safely evaluate an expression node or a string containing a Python | 
 |    expression.  The string or node provided may only consist of the following | 
 |    Python literal structures: strings, numbers, tuples, lists, dicts, booleans, | 
 |    and ``None``. | 
 |  | 
 |    This can be used for safely evaluating strings containing Python expressions | 
 |    from untrusted sources without the need to parse the values oneself. | 
 |  | 
 |  | 
 | .. function:: get_docstring(node, clean=True) | 
 |  | 
 |    Return the docstring of the given *node* (which must be a | 
 |    :class:`FunctionDef`, :class:`ClassDef` or :class:`Module` node), or ``None`` | 
 |    if it has no docstring.  If *clean* is true, clean up the docstring's | 
 |    indentation with :func:`inspect.cleandoc`. | 
 |  | 
 |  | 
 | .. function:: fix_missing_locations(node) | 
 |  | 
 |    When you compile a node tree with :func:`compile`, the compiler expects | 
 |    :attr:`lineno` and :attr:`col_offset` attributes for every node that supports | 
 |    them.  This is rather tedious to fill in for generated nodes, so this helper | 
 |    adds these attributes recursively where not already set, by setting them to | 
 |    the values of the parent node.  It works recursively starting at *node*. | 
 |  | 
 |  | 
 | .. function:: increment_lineno(node, n=1) | 
 |  | 
 |    Increment the line number of each node in the tree starting at *node* by *n*. | 
 |    This is useful to "move code" to a different location in a file. | 
 |  | 
 |  | 
 | .. function:: copy_location(new_node, old_node) | 
 |  | 
 |    Copy source location (:attr:`lineno` and :attr:`col_offset`) from *old_node* | 
 |    to *new_node* if possible, and return *new_node*. | 
 |  | 
 |  | 
 | .. function:: iter_fields(node) | 
 |  | 
 |    Yield a tuple of ``(fieldname, value)`` for each field in ``node._fields`` | 
 |    that is present on *node*. | 
 |  | 
 |  | 
 | .. function:: iter_child_nodes(node) | 
 |  | 
 |    Yield all direct child nodes of *node*, that is, all fields that are nodes | 
 |    and all items of fields that are lists of nodes. | 
 |  | 
 |  | 
 | .. function:: walk(node) | 
 |  | 
 |    Recursively yield all descendant nodes in the tree starting at *node* | 
 |    (including *node* itself), in no specified order.  This is useful if you only | 
 |    want to modify nodes in place and don't care about the context. | 
 |  | 
 |  | 
 | .. class:: NodeVisitor() | 
 |  | 
 |    A node visitor base class that walks the abstract syntax tree and calls a | 
 |    visitor function for every node found.  This function may return a value | 
 |    which is forwarded by the :meth:`visit` method. | 
 |  | 
 |    This class is meant to be subclassed, with the subclass adding visitor | 
 |    methods. | 
 |  | 
 |    .. method:: visit(node) | 
 |  | 
 |       Visit a node.  The default implementation calls the method called | 
 |       :samp:`self.visit_{classname}` where *classname* is the name of the node | 
 |       class, or :meth:`generic_visit` if that method doesn't exist. | 
 |  | 
 |    .. method:: generic_visit(node) | 
 |  | 
 |       This visitor calls :meth:`visit` on all children of the node. | 
 |  | 
 |       Note that child nodes of nodes that have a custom visitor method won't be | 
 |       visited unless the visitor calls :meth:`generic_visit` or visits them | 
 |       itself. | 
 |  | 
 |    Don't use the :class:`NodeVisitor` if you want to apply changes to nodes | 
 |    during traversal.  For this a special visitor exists | 
 |    (:class:`NodeTransformer`) that allows modifications. | 
 |  | 
 |  | 
 | .. class:: NodeTransformer() | 
 |  | 
 |    A :class:`NodeVisitor` subclass that walks the abstract syntax tree and | 
 |    allows modification of nodes. | 
 |  | 
 |    The :class:`NodeTransformer` will walk the AST and use the return value of | 
 |    the visitor methods to replace or remove the old node.  If the return value | 
 |    of the visitor method is ``None``, the node will be removed from its | 
 |    location, otherwise it is replaced with the return value.  The return value | 
 |    may be the original node in which case no replacement takes place. | 
 |  | 
 |    Here is an example transformer that rewrites all occurrences of name lookups | 
 |    (``foo``) to ``data['foo']``:: | 
 |  | 
 |       class RewriteName(NodeTransformer): | 
 |  | 
 |           def visit_Name(self, node): | 
 |               return copy_location(Subscript( | 
 |                   value=Name(id='data', ctx=Load()), | 
 |                   slice=Index(value=Str(s=node.id)), | 
 |                   ctx=node.ctx | 
 |               ), node) | 
 |  | 
 |    Keep in mind that if the node you're operating on has child nodes you must | 
 |    either transform the child nodes yourself or call the :meth:`generic_visit` | 
 |    method for the node first. | 
 |  | 
 |    For nodes that were part of a collection of statements (that applies to all | 
 |    statement nodes), the visitor may also return a list of nodes rather than | 
 |    just a single node. | 
 |  | 
 |    Usually you use the transformer like this:: | 
 |  | 
 |       node = YourTransformer().visit(node) | 
 |  | 
 |  | 
 | .. function:: dump(node, annotate_fields=True, include_attributes=False) | 
 |  | 
 |    Return a formatted dump of the tree in *node*.  This is mainly useful for | 
 |    debugging purposes.  The returned string will show the names and the values | 
 |    for fields.  This makes the code impossible to evaluate, so if evaluation is | 
 |    wanted *annotate_fields* must be set to False.  Attributes such as line | 
 |    numbers and column offsets are not dumped by default.  If this is wanted, | 
 |    *include_attributes* can be set to ``True``. |