| 1 | \section{\module{parser} ---
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| 2 | Access Python parse trees}
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| 3 |
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| 4 | % Copyright 1995 Virginia Polytechnic Institute and State University
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| 5 | % and Fred L. Drake, Jr. This copyright notice must be distributed on
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| 6 | % all copies, but this document otherwise may be distributed as part
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| 7 | % of the Python distribution. No fee may be charged for this document
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| 8 | % in any representation, either on paper or electronically. This
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| 9 | % restriction does not affect other elements in a distributed package
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| 10 | % in any way.
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| 11 |
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| 12 | \declaremodule{builtin}{parser}
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| 13 | \modulesynopsis{Access parse trees for Python source code.}
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| 14 | \moduleauthor{Fred L. Drake, Jr.}{[email protected]}
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| 15 | \sectionauthor{Fred L. Drake, Jr.}{[email protected]}
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| 16 |
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| 17 |
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| 18 | \index{parsing!Python source code}
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| 19 |
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| 20 | The \module{parser} module provides an interface to Python's internal
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| 21 | parser and byte-code compiler. The primary purpose for this interface
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| 22 | is to allow Python code to edit the parse tree of a Python expression
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| 23 | and create executable code from this. This is better than trying
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| 24 | to parse and modify an arbitrary Python code fragment as a string
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| 25 | because parsing is performed in a manner identical to the code
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| 26 | forming the application. It is also faster.
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| 27 |
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| 28 | There are a few things to note about this module which are important
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| 29 | to making use of the data structures created. This is not a tutorial
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| 30 | on editing the parse trees for Python code, but some examples of using
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| 31 | the \module{parser} module are presented.
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| 32 |
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| 33 | Most importantly, a good understanding of the Python grammar processed
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| 34 | by the internal parser is required. For full information on the
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| 35 | language syntax, refer to the \citetitle[../ref/ref.html]{Python
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| 36 | Language Reference}. The parser itself is created from a grammar
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| 37 | specification defined in the file \file{Grammar/Grammar} in the
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| 38 | standard Python distribution. The parse trees stored in the AST
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| 39 | objects created by this module are the actual output from the internal
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| 40 | parser when created by the \function{expr()} or \function{suite()}
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| 41 | functions, described below. The AST objects created by
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| 42 | \function{sequence2ast()} faithfully simulate those structures. Be
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| 43 | aware that the values of the sequences which are considered
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| 44 | ``correct'' will vary from one version of Python to another as the
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| 45 | formal grammar for the language is revised. However, transporting
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| 46 | code from one Python version to another as source text will always
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| 47 | allow correct parse trees to be created in the target version, with
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| 48 | the only restriction being that migrating to an older version of the
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| 49 | interpreter will not support more recent language constructs. The
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| 50 | parse trees are not typically compatible from one version to another,
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| 51 | whereas source code has always been forward-compatible.
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| 52 |
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| 53 | Each element of the sequences returned by \function{ast2list()} or
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| 54 | \function{ast2tuple()} has a simple form. Sequences representing
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| 55 | non-terminal elements in the grammar always have a length greater than
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| 56 | one. The first element is an integer which identifies a production in
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| 57 | the grammar. These integers are given symbolic names in the C header
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| 58 | file \file{Include/graminit.h} and the Python module
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| 59 | \refmodule{symbol}. Each additional element of the sequence represents
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| 60 | a component of the production as recognized in the input string: these
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| 61 | are always sequences which have the same form as the parent. An
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| 62 | important aspect of this structure which should be noted is that
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| 63 | keywords used to identify the parent node type, such as the keyword
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| 64 | \keyword{if} in an \constant{if_stmt}, are included in the node tree without
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| 65 | any special treatment. For example, the \keyword{if} keyword is
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| 66 | represented by the tuple \code{(1, 'if')}, where \code{1} is the
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| 67 | numeric value associated with all \constant{NAME} tokens, including
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| 68 | variable and function names defined by the user. In an alternate form
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| 69 | returned when line number information is requested, the same token
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| 70 | might be represented as \code{(1, 'if', 12)}, where the \code{12}
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| 71 | represents the line number at which the terminal symbol was found.
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| 72 |
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| 73 | Terminal elements are represented in much the same way, but without
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| 74 | any child elements and the addition of the source text which was
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| 75 | identified. The example of the \keyword{if} keyword above is
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| 76 | representative. The various types of terminal symbols are defined in
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| 77 | the C header file \file{Include/token.h} and the Python module
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| 78 | \refmodule{token}.
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| 79 |
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| 80 | The AST objects are not required to support the functionality of this
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| 81 | module, but are provided for three purposes: to allow an application
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| 82 | to amortize the cost of processing complex parse trees, to provide a
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| 83 | parse tree representation which conserves memory space when compared
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| 84 | to the Python list or tuple representation, and to ease the creation
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| 85 | of additional modules in C which manipulate parse trees. A simple
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| 86 | ``wrapper'' class may be created in Python to hide the use of AST
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| 87 | objects.
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| 88 |
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| 89 | The \module{parser} module defines functions for a few distinct
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| 90 | purposes. The most important purposes are to create AST objects and
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| 91 | to convert AST objects to other representations such as parse trees
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| 92 | and compiled code objects, but there are also functions which serve to
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| 93 | query the type of parse tree represented by an AST object.
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| 94 |
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| 95 |
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| 96 | \begin{seealso}
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| 97 | \seemodule{symbol}{Useful constants representing internal nodes of
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| 98 | the parse tree.}
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| 99 | \seemodule{token}{Useful constants representing leaf nodes of the
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| 100 | parse tree and functions for testing node values.}
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| 101 | \end{seealso}
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| 102 |
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| 103 |
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| 104 | \subsection{Creating AST Objects \label{Creating ASTs}}
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| 105 |
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| 106 | AST objects may be created from source code or from a parse tree.
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| 107 | When creating an AST object from source, different functions are used
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| 108 | to create the \code{'eval'} and \code{'exec'} forms.
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| 109 |
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| 110 | \begin{funcdesc}{expr}{source}
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| 111 | The \function{expr()} function parses the parameter \var{source}
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| 112 | as if it were an input to \samp{compile(\var{source}, 'file.py',
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| 113 | 'eval')}. If the parse succeeds, an AST object is created to hold the
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| 114 | internal parse tree representation, otherwise an appropriate exception
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| 115 | is thrown.
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| 116 | \end{funcdesc}
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| 117 |
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| 118 | \begin{funcdesc}{suite}{source}
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| 119 | The \function{suite()} function parses the parameter \var{source}
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| 120 | as if it were an input to \samp{compile(\var{source}, 'file.py',
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| 121 | 'exec')}. If the parse succeeds, an AST object is created to hold the
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| 122 | internal parse tree representation, otherwise an appropriate exception
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| 123 | is thrown.
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| 124 | \end{funcdesc}
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| 125 |
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| 126 | \begin{funcdesc}{sequence2ast}{sequence}
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| 127 | This function accepts a parse tree represented as a sequence and
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| 128 | builds an internal representation if possible. If it can validate
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| 129 | that the tree conforms to the Python grammar and all nodes are valid
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| 130 | node types in the host version of Python, an AST object is created
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| 131 | from the internal representation and returned to the called. If there
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| 132 | is a problem creating the internal representation, or if the tree
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| 133 | cannot be validated, a \exception{ParserError} exception is thrown. An AST
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| 134 | object created this way should not be assumed to compile correctly;
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| 135 | normal exceptions thrown by compilation may still be initiated when
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| 136 | the AST object is passed to \function{compileast()}. This may indicate
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| 137 | problems not related to syntax (such as a \exception{MemoryError}
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| 138 | exception), but may also be due to constructs such as the result of
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| 139 | parsing \code{del f(0)}, which escapes the Python parser but is
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| 140 | checked by the bytecode compiler.
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| 141 |
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| 142 | Sequences representing terminal tokens may be represented as either
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| 143 | two-element lists of the form \code{(1, 'name')} or as three-element
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| 144 | lists of the form \code{(1, 'name', 56)}. If the third element is
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| 145 | present, it is assumed to be a valid line number. The line number
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| 146 | may be specified for any subset of the terminal symbols in the input
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| 147 | tree.
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| 148 | \end{funcdesc}
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| 149 |
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| 150 | \begin{funcdesc}{tuple2ast}{sequence}
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| 151 | This is the same function as \function{sequence2ast()}. This entry point
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| 152 | is maintained for backward compatibility.
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| 153 | \end{funcdesc}
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| 154 |
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| 155 |
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| 156 | \subsection{Converting AST Objects \label{Converting ASTs}}
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| 157 |
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| 158 | AST objects, regardless of the input used to create them, may be
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| 159 | converted to parse trees represented as list- or tuple- trees, or may
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| 160 | be compiled into executable code objects. Parse trees may be
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| 161 | extracted with or without line numbering information.
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| 162 |
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| 163 | \begin{funcdesc}{ast2list}{ast\optional{, line_info}}
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| 164 | This function accepts an AST object from the caller in
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| 165 | \var{ast} and returns a Python list representing the
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| 166 | equivalent parse tree. The resulting list representation can be used
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| 167 | for inspection or the creation of a new parse tree in list form. This
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| 168 | function does not fail so long as memory is available to build the
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| 169 | list representation. If the parse tree will only be used for
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| 170 | inspection, \function{ast2tuple()} should be used instead to reduce memory
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| 171 | consumption and fragmentation. When the list representation is
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| 172 | required, this function is significantly faster than retrieving a
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| 173 | tuple representation and converting that to nested lists.
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| 174 |
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| 175 | If \var{line_info} is true, line number information will be
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| 176 | included for all terminal tokens as a third element of the list
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| 177 | representing the token. Note that the line number provided specifies
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| 178 | the line on which the token \emph{ends}. This information is
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| 179 | omitted if the flag is false or omitted.
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| 180 | \end{funcdesc}
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| 181 |
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| 182 | \begin{funcdesc}{ast2tuple}{ast\optional{, line_info}}
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| 183 | This function accepts an AST object from the caller in
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| 184 | \var{ast} and returns a Python tuple representing the
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| 185 | equivalent parse tree. Other than returning a tuple instead of a
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| 186 | list, this function is identical to \function{ast2list()}.
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| 187 |
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| 188 | If \var{line_info} is true, line number information will be
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| 189 | included for all terminal tokens as a third element of the list
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| 190 | representing the token. This information is omitted if the flag is
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| 191 | false or omitted.
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| 192 | \end{funcdesc}
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| 193 |
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| 194 | \begin{funcdesc}{compileast}{ast\optional{, filename\code{ = '<ast>'}}}
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| 195 | The Python byte compiler can be invoked on an AST object to produce
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| 196 | code objects which can be used as part of an \keyword{exec} statement or
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| 197 | a call to the built-in \function{eval()}\bifuncindex{eval} function.
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| 198 | This function provides the interface to the compiler, passing the
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| 199 | internal parse tree from \var{ast} to the parser, using the
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| 200 | source file name specified by the \var{filename} parameter.
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| 201 | The default value supplied for \var{filename} indicates that
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| 202 | the source was an AST object.
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| 203 |
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| 204 | Compiling an AST object may result in exceptions related to
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| 205 | compilation; an example would be a \exception{SyntaxError} caused by the
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| 206 | parse tree for \code{del f(0)}: this statement is considered legal
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| 207 | within the formal grammar for Python but is not a legal language
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| 208 | construct. The \exception{SyntaxError} raised for this condition is
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| 209 | actually generated by the Python byte-compiler normally, which is why
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| 210 | it can be raised at this point by the \module{parser} module. Most
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| 211 | causes of compilation failure can be diagnosed programmatically by
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| 212 | inspection of the parse tree.
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| 213 | \end{funcdesc}
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| 214 |
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| 215 |
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| 216 | \subsection{Queries on AST Objects \label{Querying ASTs}}
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| 217 |
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| 218 | Two functions are provided which allow an application to determine if
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| 219 | an AST was created as an expression or a suite. Neither of these
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| 220 | functions can be used to determine if an AST was created from source
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| 221 | code via \function{expr()} or \function{suite()} or from a parse tree
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| 222 | via \function{sequence2ast()}.
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| 223 |
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| 224 | \begin{funcdesc}{isexpr}{ast}
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| 225 | When \var{ast} represents an \code{'eval'} form, this function
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| 226 | returns true, otherwise it returns false. This is useful, since code
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| 227 | objects normally cannot be queried for this information using existing
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| 228 | built-in functions. Note that the code objects created by
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| 229 | \function{compileast()} cannot be queried like this either, and are
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| 230 | identical to those created by the built-in
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| 231 | \function{compile()}\bifuncindex{compile} function.
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| 232 | \end{funcdesc}
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| 233 |
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| 234 |
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| 235 | \begin{funcdesc}{issuite}{ast}
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| 236 | This function mirrors \function{isexpr()} in that it reports whether an
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| 237 | AST object represents an \code{'exec'} form, commonly known as a
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| 238 | ``suite.'' It is not safe to assume that this function is equivalent
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| 239 | to \samp{not isexpr(\var{ast})}, as additional syntactic fragments may
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| 240 | be supported in the future.
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| 241 | \end{funcdesc}
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| 242 |
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| 243 |
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| 244 | \subsection{Exceptions and Error Handling \label{AST Errors}}
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| 245 |
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| 246 | The parser module defines a single exception, but may also pass other
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| 247 | built-in exceptions from other portions of the Python runtime
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| 248 | environment. See each function for information about the exceptions
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| 249 | it can raise.
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| 250 |
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| 251 | \begin{excdesc}{ParserError}
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| 252 | Exception raised when a failure occurs within the parser module. This
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| 253 | is generally produced for validation failures rather than the built in
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| 254 | \exception{SyntaxError} thrown during normal parsing.
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| 255 | The exception argument is either a string describing the reason of the
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| 256 | failure or a tuple containing a sequence causing the failure from a parse
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| 257 | tree passed to \function{sequence2ast()} and an explanatory string. Calls to
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| 258 | \function{sequence2ast()} need to be able to handle either type of exception,
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| 259 | while calls to other functions in the module will only need to be
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| 260 | aware of the simple string values.
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| 261 | \end{excdesc}
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| 262 |
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| 263 | Note that the functions \function{compileast()}, \function{expr()}, and
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| 264 | \function{suite()} may throw exceptions which are normally thrown by the
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| 265 | parsing and compilation process. These include the built in
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| 266 | exceptions \exception{MemoryError}, \exception{OverflowError},
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| 267 | \exception{SyntaxError}, and \exception{SystemError}. In these cases, these
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| 268 | exceptions carry all the meaning normally associated with them. Refer
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| 269 | to the descriptions of each function for detailed information.
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| 270 |
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| 271 |
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| 272 | \subsection{AST Objects \label{AST Objects}}
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| 273 |
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| 274 | Ordered and equality comparisons are supported between AST objects.
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| 275 | Pickling of AST objects (using the \refmodule{pickle} module) is also
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| 276 | supported.
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| 277 |
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| 278 | \begin{datadesc}{ASTType}
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| 279 | The type of the objects returned by \function{expr()},
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| 280 | \function{suite()} and \function{sequence2ast()}.
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| 281 | \end{datadesc}
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| 282 |
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| 283 |
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| 284 | AST objects have the following methods:
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| 285 |
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| 286 |
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| 287 | \begin{methoddesc}[AST]{compile}{\optional{filename}}
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| 288 | Same as \code{compileast(\var{ast}, \var{filename})}.
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| 289 | \end{methoddesc}
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| 290 |
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| 291 | \begin{methoddesc}[AST]{isexpr}{}
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| 292 | Same as \code{isexpr(\var{ast})}.
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| 293 | \end{methoddesc}
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| 294 |
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| 295 | \begin{methoddesc}[AST]{issuite}{}
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| 296 | Same as \code{issuite(\var{ast})}.
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| 297 | \end{methoddesc}
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| 298 |
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| 299 | \begin{methoddesc}[AST]{tolist}{\optional{line_info}}
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| 300 | Same as \code{ast2list(\var{ast}, \var{line_info})}.
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| 301 | \end{methoddesc}
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| 302 |
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| 303 | \begin{methoddesc}[AST]{totuple}{\optional{line_info}}
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| 304 | Same as \code{ast2tuple(\var{ast}, \var{line_info})}.
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| 305 | \end{methoddesc}
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| 306 |
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| 307 |
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| 308 | \subsection{Examples \label{AST Examples}}
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| 309 |
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| 310 | The parser modules allows operations to be performed on the parse tree
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| 311 | of Python source code before the bytecode is generated, and provides
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| 312 | for inspection of the parse tree for information gathering purposes.
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| 313 | Two examples are presented. The simple example demonstrates emulation
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| 314 | of the \function{compile()}\bifuncindex{compile} built-in function and
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| 315 | the complex example shows the use of a parse tree for information
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| 316 | discovery.
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| 317 |
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| 318 | \subsubsection{Emulation of \function{compile()}}
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| 319 |
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| 320 | While many useful operations may take place between parsing and
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| 321 | bytecode generation, the simplest operation is to do nothing. For
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| 322 | this purpose, using the \module{parser} module to produce an
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| 323 | intermediate data structure is equivalent to the code
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| 324 |
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| 325 | \begin{verbatim}
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| 326 | >>> code = compile('a + 5', 'file.py', 'eval')
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| 327 | >>> a = 5
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| 328 | >>> eval(code)
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| 329 | 10
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| 330 | \end{verbatim}
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| 331 |
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| 332 | The equivalent operation using the \module{parser} module is somewhat
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| 333 | longer, and allows the intermediate internal parse tree to be retained
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| 334 | as an AST object:
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| 335 |
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| 336 | \begin{verbatim}
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| 337 | >>> import parser
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| 338 | >>> ast = parser.expr('a + 5')
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| 339 | >>> code = ast.compile('file.py')
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| 340 | >>> a = 5
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| 341 | >>> eval(code)
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| 342 | 10
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| 343 | \end{verbatim}
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| 344 |
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| 345 | An application which needs both AST and code objects can package this
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| 346 | code into readily available functions:
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| 347 |
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| 348 | \begin{verbatim}
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| 349 | import parser
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| 350 |
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| 351 | def load_suite(source_string):
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| 352 | ast = parser.suite(source_string)
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| 353 | return ast, ast.compile()
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| 354 |
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| 355 | def load_expression(source_string):
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| 356 | ast = parser.expr(source_string)
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| 357 | return ast, ast.compile()
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| 358 | \end{verbatim}
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| 359 |
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| 360 | \subsubsection{Information Discovery}
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| 361 |
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| 362 | Some applications benefit from direct access to the parse tree. The
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| 363 | remainder of this section demonstrates how the parse tree provides
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| 364 | access to module documentation defined in
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| 365 | docstrings\index{string!documentation}\index{docstrings} without
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| 366 | requiring that the code being examined be loaded into a running
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| 367 | interpreter via \keyword{import}. This can be very useful for
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| 368 | performing analyses of untrusted code.
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| 369 |
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| 370 | Generally, the example will demonstrate how the parse tree may be
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| 371 | traversed to distill interesting information. Two functions and a set
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| 372 | of classes are developed which provide programmatic access to high
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| 373 | level function and class definitions provided by a module. The
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| 374 | classes extract information from the parse tree and provide access to
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| 375 | the information at a useful semantic level, one function provides a
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| 376 | simple low-level pattern matching capability, and the other function
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| 377 | defines a high-level interface to the classes by handling file
|
|---|
| 378 | operations on behalf of the caller. All source files mentioned here
|
|---|
| 379 | which are not part of the Python installation are located in the
|
|---|
| 380 | \file{Demo/parser/} directory of the distribution.
|
|---|
| 381 |
|
|---|
| 382 | The dynamic nature of Python allows the programmer a great deal of
|
|---|
| 383 | flexibility, but most modules need only a limited measure of this when
|
|---|
| 384 | defining classes, functions, and methods. In this example, the only
|
|---|
| 385 | definitions that will be considered are those which are defined in the
|
|---|
| 386 | top level of their context, e.g., a function defined by a \keyword{def}
|
|---|
| 387 | statement at column zero of a module, but not a function defined
|
|---|
| 388 | within a branch of an \keyword{if} ... \keyword{else} construct, though
|
|---|
| 389 | there are some good reasons for doing so in some situations. Nesting
|
|---|
| 390 | of definitions will be handled by the code developed in the example.
|
|---|
| 391 |
|
|---|
| 392 | To construct the upper-level extraction methods, we need to know what
|
|---|
| 393 | the parse tree structure looks like and how much of it we actually
|
|---|
| 394 | need to be concerned about. Python uses a moderately deep parse tree
|
|---|
| 395 | so there are a large number of intermediate nodes. It is important to
|
|---|
| 396 | read and understand the formal grammar used by Python. This is
|
|---|
| 397 | specified in the file \file{Grammar/Grammar} in the distribution.
|
|---|
| 398 | Consider the simplest case of interest when searching for docstrings:
|
|---|
| 399 | a module consisting of a docstring and nothing else. (See file
|
|---|
| 400 | \file{docstring.py}.)
|
|---|
| 401 |
|
|---|
| 402 | \begin{verbatim}
|
|---|
| 403 | """Some documentation.
|
|---|
| 404 | """
|
|---|
| 405 | \end{verbatim}
|
|---|
| 406 |
|
|---|
| 407 | Using the interpreter to take a look at the parse tree, we find a
|
|---|
| 408 | bewildering mass of numbers and parentheses, with the documentation
|
|---|
| 409 | buried deep in nested tuples.
|
|---|
| 410 |
|
|---|
| 411 | \begin{verbatim}
|
|---|
| 412 | >>> import parser
|
|---|
| 413 | >>> import pprint
|
|---|
| 414 | >>> ast = parser.suite(open('docstring.py').read())
|
|---|
| 415 | >>> tup = ast.totuple()
|
|---|
| 416 | >>> pprint.pprint(tup)
|
|---|
| 417 | (257,
|
|---|
| 418 | (264,
|
|---|
| 419 | (265,
|
|---|
| 420 | (266,
|
|---|
| 421 | (267,
|
|---|
| 422 | (307,
|
|---|
| 423 | (287,
|
|---|
| 424 | (288,
|
|---|
| 425 | (289,
|
|---|
| 426 | (290,
|
|---|
| 427 | (292,
|
|---|
| 428 | (293,
|
|---|
| 429 | (294,
|
|---|
| 430 | (295,
|
|---|
| 431 | (296,
|
|---|
| 432 | (297,
|
|---|
| 433 | (298,
|
|---|
| 434 | (299,
|
|---|
| 435 | (300, (3, '"""Some documentation.\n"""'))))))))))))))))),
|
|---|
| 436 | (4, ''))),
|
|---|
| 437 | (4, ''),
|
|---|
| 438 | (0, ''))
|
|---|
| 439 | \end{verbatim}
|
|---|
| 440 |
|
|---|
| 441 | The numbers at the first element of each node in the tree are the node
|
|---|
| 442 | types; they map directly to terminal and non-terminal symbols in the
|
|---|
| 443 | grammar. Unfortunately, they are represented as integers in the
|
|---|
| 444 | internal representation, and the Python structures generated do not
|
|---|
| 445 | change that. However, the \refmodule{symbol} and \refmodule{token} modules
|
|---|
| 446 | provide symbolic names for the node types and dictionaries which map
|
|---|
| 447 | from the integers to the symbolic names for the node types.
|
|---|
| 448 |
|
|---|
| 449 | In the output presented above, the outermost tuple contains four
|
|---|
| 450 | elements: the integer \code{257} and three additional tuples. Node
|
|---|
| 451 | type \code{257} has the symbolic name \constant{file_input}. Each of
|
|---|
| 452 | these inner tuples contains an integer as the first element; these
|
|---|
| 453 | integers, \code{264}, \code{4}, and \code{0}, represent the node types
|
|---|
| 454 | \constant{stmt}, \constant{NEWLINE}, and \constant{ENDMARKER},
|
|---|
| 455 | respectively.
|
|---|
| 456 | Note that these values may change depending on the version of Python
|
|---|
| 457 | you are using; consult \file{symbol.py} and \file{token.py} for
|
|---|
| 458 | details of the mapping. It should be fairly clear that the outermost
|
|---|
| 459 | node is related primarily to the input source rather than the contents
|
|---|
| 460 | of the file, and may be disregarded for the moment. The \constant{stmt}
|
|---|
| 461 | node is much more interesting. In particular, all docstrings are
|
|---|
| 462 | found in subtrees which are formed exactly as this node is formed,
|
|---|
| 463 | with the only difference being the string itself. The association
|
|---|
| 464 | between the docstring in a similar tree and the defined entity (class,
|
|---|
| 465 | function, or module) which it describes is given by the position of
|
|---|
| 466 | the docstring subtree within the tree defining the described
|
|---|
| 467 | structure.
|
|---|
| 468 |
|
|---|
| 469 | By replacing the actual docstring with something to signify a variable
|
|---|
| 470 | component of the tree, we allow a simple pattern matching approach to
|
|---|
| 471 | check any given subtree for equivalence to the general pattern for
|
|---|
| 472 | docstrings. Since the example demonstrates information extraction, we
|
|---|
| 473 | can safely require that the tree be in tuple form rather than list
|
|---|
| 474 | form, allowing a simple variable representation to be
|
|---|
| 475 | \code{['variable_name']}. A simple recursive function can implement
|
|---|
| 476 | the pattern matching, returning a Boolean and a dictionary of variable
|
|---|
| 477 | name to value mappings. (See file \file{example.py}.)
|
|---|
| 478 |
|
|---|
| 479 | \begin{verbatim}
|
|---|
| 480 | from types import ListType, TupleType
|
|---|
| 481 |
|
|---|
| 482 | def match(pattern, data, vars=None):
|
|---|
| 483 | if vars is None:
|
|---|
| 484 | vars = {}
|
|---|
| 485 | if type(pattern) is ListType:
|
|---|
| 486 | vars[pattern[0]] = data
|
|---|
| 487 | return 1, vars
|
|---|
| 488 | if type(pattern) is not TupleType:
|
|---|
| 489 | return (pattern == data), vars
|
|---|
| 490 | if len(data) != len(pattern):
|
|---|
| 491 | return 0, vars
|
|---|
| 492 | for pattern, data in map(None, pattern, data):
|
|---|
| 493 | same, vars = match(pattern, data, vars)
|
|---|
| 494 | if not same:
|
|---|
| 495 | break
|
|---|
| 496 | return same, vars
|
|---|
| 497 | \end{verbatim}
|
|---|
| 498 |
|
|---|
| 499 | Using this simple representation for syntactic variables and the symbolic
|
|---|
| 500 | node types, the pattern for the candidate docstring subtrees becomes
|
|---|
| 501 | fairly readable. (See file \file{example.py}.)
|
|---|
| 502 |
|
|---|
| 503 | \begin{verbatim}
|
|---|
| 504 | import symbol
|
|---|
| 505 | import token
|
|---|
| 506 |
|
|---|
| 507 | DOCSTRING_STMT_PATTERN = (
|
|---|
| 508 | symbol.stmt,
|
|---|
| 509 | (symbol.simple_stmt,
|
|---|
| 510 | (symbol.small_stmt,
|
|---|
| 511 | (symbol.expr_stmt,
|
|---|
| 512 | (symbol.testlist,
|
|---|
| 513 | (symbol.test,
|
|---|
| 514 | (symbol.and_test,
|
|---|
| 515 | (symbol.not_test,
|
|---|
| 516 | (symbol.comparison,
|
|---|
| 517 | (symbol.expr,
|
|---|
| 518 | (symbol.xor_expr,
|
|---|
| 519 | (symbol.and_expr,
|
|---|
| 520 | (symbol.shift_expr,
|
|---|
| 521 | (symbol.arith_expr,
|
|---|
| 522 | (symbol.term,
|
|---|
| 523 | (symbol.factor,
|
|---|
| 524 | (symbol.power,
|
|---|
| 525 | (symbol.atom,
|
|---|
| 526 | (token.STRING, ['docstring'])
|
|---|
| 527 | )))))))))))))))),
|
|---|
| 528 | (token.NEWLINE, '')
|
|---|
| 529 | ))
|
|---|
| 530 | \end{verbatim}
|
|---|
| 531 |
|
|---|
| 532 | Using the \function{match()} function with this pattern, extracting the
|
|---|
| 533 | module docstring from the parse tree created previously is easy:
|
|---|
| 534 |
|
|---|
| 535 | \begin{verbatim}
|
|---|
| 536 | >>> found, vars = match(DOCSTRING_STMT_PATTERN, tup[1])
|
|---|
| 537 | >>> found
|
|---|
| 538 | 1
|
|---|
| 539 | >>> vars
|
|---|
| 540 | {'docstring': '"""Some documentation.\n"""'}
|
|---|
| 541 | \end{verbatim}
|
|---|
| 542 |
|
|---|
| 543 | Once specific data can be extracted from a location where it is
|
|---|
| 544 | expected, the question of where information can be expected
|
|---|
| 545 | needs to be answered. When dealing with docstrings, the answer is
|
|---|
| 546 | fairly simple: the docstring is the first \constant{stmt} node in a code
|
|---|
| 547 | block (\constant{file_input} or \constant{suite} node types). A module
|
|---|
| 548 | consists of a single \constant{file_input} node, and class and function
|
|---|
| 549 | definitions each contain exactly one \constant{suite} node. Classes and
|
|---|
| 550 | functions are readily identified as subtrees of code block nodes which
|
|---|
| 551 | start with \code{(stmt, (compound_stmt, (classdef, ...} or
|
|---|
| 552 | \code{(stmt, (compound_stmt, (funcdef, ...}. Note that these subtrees
|
|---|
| 553 | cannot be matched by \function{match()} since it does not support multiple
|
|---|
| 554 | sibling nodes to match without regard to number. A more elaborate
|
|---|
| 555 | matching function could be used to overcome this limitation, but this
|
|---|
| 556 | is sufficient for the example.
|
|---|
| 557 |
|
|---|
| 558 | Given the ability to determine whether a statement might be a
|
|---|
| 559 | docstring and extract the actual string from the statement, some work
|
|---|
| 560 | needs to be performed to walk the parse tree for an entire module and
|
|---|
| 561 | extract information about the names defined in each context of the
|
|---|
| 562 | module and associate any docstrings with the names. The code to
|
|---|
| 563 | perform this work is not complicated, but bears some explanation.
|
|---|
| 564 |
|
|---|
| 565 | The public interface to the classes is straightforward and should
|
|---|
| 566 | probably be somewhat more flexible. Each ``major'' block of the
|
|---|
| 567 | module is described by an object providing several methods for inquiry
|
|---|
| 568 | and a constructor which accepts at least the subtree of the complete
|
|---|
| 569 | parse tree which it represents. The \class{ModuleInfo} constructor
|
|---|
| 570 | accepts an optional \var{name} parameter since it cannot
|
|---|
| 571 | otherwise determine the name of the module.
|
|---|
| 572 |
|
|---|
| 573 | The public classes include \class{ClassInfo}, \class{FunctionInfo},
|
|---|
| 574 | and \class{ModuleInfo}. All objects provide the
|
|---|
| 575 | methods \method{get_name()}, \method{get_docstring()},
|
|---|
| 576 | \method{get_class_names()}, and \method{get_class_info()}. The
|
|---|
| 577 | \class{ClassInfo} objects support \method{get_method_names()} and
|
|---|
| 578 | \method{get_method_info()} while the other classes provide
|
|---|
| 579 | \method{get_function_names()} and \method{get_function_info()}.
|
|---|
| 580 |
|
|---|
| 581 | Within each of the forms of code block that the public classes
|
|---|
| 582 | represent, most of the required information is in the same form and is
|
|---|
| 583 | accessed in the same way, with classes having the distinction that
|
|---|
| 584 | functions defined at the top level are referred to as ``methods.''
|
|---|
| 585 | Since the difference in nomenclature reflects a real semantic
|
|---|
| 586 | distinction from functions defined outside of a class, the
|
|---|
| 587 | implementation needs to maintain the distinction.
|
|---|
| 588 | Hence, most of the functionality of the public classes can be
|
|---|
| 589 | implemented in a common base class, \class{SuiteInfoBase}, with the
|
|---|
| 590 | accessors for function and method information provided elsewhere.
|
|---|
| 591 | Note that there is only one class which represents function and method
|
|---|
| 592 | information; this parallels the use of the \keyword{def} statement to
|
|---|
| 593 | define both types of elements.
|
|---|
| 594 |
|
|---|
| 595 | Most of the accessor functions are declared in \class{SuiteInfoBase}
|
|---|
| 596 | and do not need to be overridden by subclasses. More importantly, the
|
|---|
| 597 | extraction of most information from a parse tree is handled through a
|
|---|
| 598 | method called by the \class{SuiteInfoBase} constructor. The example
|
|---|
| 599 | code for most of the classes is clear when read alongside the formal
|
|---|
| 600 | grammar, but the method which recursively creates new information
|
|---|
| 601 | objects requires further examination. Here is the relevant part of
|
|---|
| 602 | the \class{SuiteInfoBase} definition from \file{example.py}:
|
|---|
| 603 |
|
|---|
| 604 | \begin{verbatim}
|
|---|
| 605 | class SuiteInfoBase:
|
|---|
| 606 | _docstring = ''
|
|---|
| 607 | _name = ''
|
|---|
| 608 |
|
|---|
| 609 | def __init__(self, tree = None):
|
|---|
| 610 | self._class_info = {}
|
|---|
| 611 | self._function_info = {}
|
|---|
| 612 | if tree:
|
|---|
| 613 | self._extract_info(tree)
|
|---|
| 614 |
|
|---|
| 615 | def _extract_info(self, tree):
|
|---|
| 616 | # extract docstring
|
|---|
| 617 | if len(tree) == 2:
|
|---|
| 618 | found, vars = match(DOCSTRING_STMT_PATTERN[1], tree[1])
|
|---|
| 619 | else:
|
|---|
| 620 | found, vars = match(DOCSTRING_STMT_PATTERN, tree[3])
|
|---|
| 621 | if found:
|
|---|
| 622 | self._docstring = eval(vars['docstring'])
|
|---|
| 623 | # discover inner definitions
|
|---|
| 624 | for node in tree[1:]:
|
|---|
| 625 | found, vars = match(COMPOUND_STMT_PATTERN, node)
|
|---|
| 626 | if found:
|
|---|
| 627 | cstmt = vars['compound']
|
|---|
| 628 | if cstmt[0] == symbol.funcdef:
|
|---|
| 629 | name = cstmt[2][1]
|
|---|
| 630 | self._function_info[name] = FunctionInfo(cstmt)
|
|---|
| 631 | elif cstmt[0] == symbol.classdef:
|
|---|
| 632 | name = cstmt[2][1]
|
|---|
| 633 | self._class_info[name] = ClassInfo(cstmt)
|
|---|
| 634 | \end{verbatim}
|
|---|
| 635 |
|
|---|
| 636 | After initializing some internal state, the constructor calls the
|
|---|
| 637 | \method{_extract_info()} method. This method performs the bulk of the
|
|---|
| 638 | information extraction which takes place in the entire example. The
|
|---|
| 639 | extraction has two distinct phases: the location of the docstring for
|
|---|
| 640 | the parse tree passed in, and the discovery of additional definitions
|
|---|
| 641 | within the code block represented by the parse tree.
|
|---|
| 642 |
|
|---|
| 643 | The initial \keyword{if} test determines whether the nested suite is of
|
|---|
| 644 | the ``short form'' or the ``long form.'' The short form is used when
|
|---|
| 645 | the code block is on the same line as the definition of the code
|
|---|
| 646 | block, as in
|
|---|
| 647 |
|
|---|
| 648 | \begin{verbatim}
|
|---|
| 649 | def square(x): "Square an argument."; return x ** 2
|
|---|
| 650 | \end{verbatim}
|
|---|
| 651 |
|
|---|
| 652 | while the long form uses an indented block and allows nested
|
|---|
| 653 | definitions:
|
|---|
| 654 |
|
|---|
| 655 | \begin{verbatim}
|
|---|
| 656 | def make_power(exp):
|
|---|
| 657 | "Make a function that raises an argument to the exponent `exp'."
|
|---|
| 658 | def raiser(x, y=exp):
|
|---|
| 659 | return x ** y
|
|---|
| 660 | return raiser
|
|---|
| 661 | \end{verbatim}
|
|---|
| 662 |
|
|---|
| 663 | When the short form is used, the code block may contain a docstring as
|
|---|
| 664 | the first, and possibly only, \constant{small_stmt} element. The
|
|---|
| 665 | extraction of such a docstring is slightly different and requires only
|
|---|
| 666 | a portion of the complete pattern used in the more common case. As
|
|---|
| 667 | implemented, the docstring will only be found if there is only
|
|---|
| 668 | one \constant{small_stmt} node in the \constant{simple_stmt} node.
|
|---|
| 669 | Since most functions and methods which use the short form do not
|
|---|
| 670 | provide a docstring, this may be considered sufficient. The
|
|---|
| 671 | extraction of the docstring proceeds using the \function{match()} function
|
|---|
| 672 | as described above, and the value of the docstring is stored as an
|
|---|
| 673 | attribute of the \class{SuiteInfoBase} object.
|
|---|
| 674 |
|
|---|
| 675 | After docstring extraction, a simple definition discovery
|
|---|
| 676 | algorithm operates on the \constant{stmt} nodes of the
|
|---|
| 677 | \constant{suite} node. The special case of the short form is not
|
|---|
| 678 | tested; since there are no \constant{stmt} nodes in the short form,
|
|---|
| 679 | the algorithm will silently skip the single \constant{simple_stmt}
|
|---|
| 680 | node and correctly not discover any nested definitions.
|
|---|
| 681 |
|
|---|
| 682 | Each statement in the code block is categorized as
|
|---|
| 683 | a class definition, function or method definition, or
|
|---|
| 684 | something else. For the definition statements, the name of the
|
|---|
| 685 | element defined is extracted and a representation object
|
|---|
| 686 | appropriate to the definition is created with the defining subtree
|
|---|
| 687 | passed as an argument to the constructor. The representation objects
|
|---|
| 688 | are stored in instance variables and may be retrieved by name using
|
|---|
| 689 | the appropriate accessor methods.
|
|---|
| 690 |
|
|---|
| 691 | The public classes provide any accessors required which are more
|
|---|
| 692 | specific than those provided by the \class{SuiteInfoBase} class, but
|
|---|
| 693 | the real extraction algorithm remains common to all forms of code
|
|---|
| 694 | blocks. A high-level function can be used to extract the complete set
|
|---|
| 695 | of information from a source file. (See file \file{example.py}.)
|
|---|
| 696 |
|
|---|
| 697 | \begin{verbatim}
|
|---|
| 698 | def get_docs(fileName):
|
|---|
| 699 | import os
|
|---|
| 700 | import parser
|
|---|
| 701 |
|
|---|
| 702 | source = open(fileName).read()
|
|---|
| 703 | basename = os.path.basename(os.path.splitext(fileName)[0])
|
|---|
| 704 | ast = parser.suite(source)
|
|---|
| 705 | return ModuleInfo(ast.totuple(), basename)
|
|---|
| 706 | \end{verbatim}
|
|---|
| 707 |
|
|---|
| 708 | This provides an easy-to-use interface to the documentation of a
|
|---|
| 709 | module. If information is required which is not extracted by the code
|
|---|
| 710 | of this example, the code may be extended at clearly defined points to
|
|---|
| 711 | provide additional capabilities.
|
|---|