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Fred Drake295da241998-08-10 19:42:37 +000012\section{\module{parser} ---
Fred Drakec71b8021999-08-02 14:30:52 +000013 Access Python parse trees}
Fred Drake9f033801999-02-19 22:56:08 +000014
Fred Drakeb91e9341998-07-23 17:59:49 +000015\declaremodule{builtin}{parser}
Fred Drake9f033801999-02-19 22:56:08 +000016\modulesynopsis{Access parse trees for Python source code.}
Fred Drake295da241998-08-10 19:42:37 +000017\moduleauthor{Fred L. Drake, Jr.}{fdrake@acm.org}
18\sectionauthor{Fred L. Drake, Jr.}{fdrake@acm.org}
Fred Drakeb91e9341998-07-23 17:59:49 +000019
Fred Drakeb91e9341998-07-23 17:59:49 +000020
Fred Drake88223901998-02-09 20:52:48 +000021\index{parsing!Python source code}
Guido van Rossum4b73a061995-10-11 17:30:04 +000022
Fred Drake88223901998-02-09 20:52:48 +000023The \module{parser} module provides an interface to Python's internal
Guido van Rossum4b73a061995-10-11 17:30:04 +000024parser and byte-code compiler. The primary purpose for this interface
25is to allow Python code to edit the parse tree of a Python expression
Fred Drake4b7d5a41996-09-11 21:57:40 +000026and create executable code from this. This is better than trying
27to parse and modify an arbitrary Python code fragment as a string
28because parsing is performed in a manner identical to the code
29forming the application. It is also faster.
Guido van Rossum4b73a061995-10-11 17:30:04 +000030
31There are a few things to note about this module which are important
32to making use of the data structures created. This is not a tutorial
Fred Drake4b7d5a41996-09-11 21:57:40 +000033on editing the parse trees for Python code, but some examples of using
Fred Drake88223901998-02-09 20:52:48 +000034the \module{parser} module are presented.
Guido van Rossum4b73a061995-10-11 17:30:04 +000035
36Most importantly, a good understanding of the Python grammar processed
37by the internal parser is required. For full information on the
Fred Drake88223901998-02-09 20:52:48 +000038language syntax, refer to the \emph{Python Language Reference}. The
39parser itself is created from a grammar specification defined in the file
Fred Drake4b7d5a41996-09-11 21:57:40 +000040\file{Grammar/Grammar} in the standard Python distribution. The parse
Fred Drakecc444e31998-03-08 06:47:24 +000041trees stored in the AST objects created by this module are the
Guido van Rossum4b73a061995-10-11 17:30:04 +000042actual output from the internal parser when created by the
Fred Drake88223901998-02-09 20:52:48 +000043\function{expr()} or \function{suite()} functions, described below. The AST
44objects created by \function{sequence2ast()} faithfully simulate those
Guido van Rossum47478871996-08-21 14:32:37 +000045structures. Be aware that the values of the sequences which are
46considered ``correct'' will vary from one version of Python to another
47as the formal grammar for the language is revised. However,
48transporting code from one Python version to another as source text
49will always allow correct parse trees to be created in the target
50version, with the only restriction being that migrating to an older
51version of the interpreter will not support more recent language
52constructs. The parse trees are not typically compatible from one
53version to another, whereas source code has always been
54forward-compatible.
Guido van Rossum4b73a061995-10-11 17:30:04 +000055
Fred Drake88223901998-02-09 20:52:48 +000056Each element of the sequences returned by \function{ast2list()} or
57\function{ast2tuple()} has a simple form. Sequences representing
Guido van Rossum47478871996-08-21 14:32:37 +000058non-terminal elements in the grammar always have a length greater than
59one. The first element is an integer which identifies a production in
60the grammar. These integers are given symbolic names in the C header
Fred Drake4b7d5a41996-09-11 21:57:40 +000061file \file{Include/graminit.h} and the Python module
Fred Drakeffbe6871999-04-22 21:23:22 +000062\refmodule{symbol}. Each additional element of the sequence represents
Guido van Rossum47478871996-08-21 14:32:37 +000063a component of the production as recognized in the input string: these
64are always sequences which have the same form as the parent. An
65important aspect of this structure which should be noted is that
66keywords used to identify the parent node type, such as the keyword
Fred Drake88223901998-02-09 20:52:48 +000067\keyword{if} in an \constant{if_stmt}, are included in the node tree without
68any special treatment. For example, the \keyword{if} keyword is
Guido van Rossum4b73a061995-10-11 17:30:04 +000069represented by the tuple \code{(1, 'if')}, where \code{1} is the
Fred Drakec71b8021999-08-02 14:30:52 +000070numeric value associated with all \constant{NAME} tokens, including
Guido van Rossum47478871996-08-21 14:32:37 +000071variable and function names defined by the user. In an alternate form
72returned when line number information is requested, the same token
73might be represented as \code{(1, 'if', 12)}, where the \code{12}
74represents the line number at which the terminal symbol was found.
Guido van Rossum4b73a061995-10-11 17:30:04 +000075
76Terminal elements are represented in much the same way, but without
77any child elements and the addition of the source text which was
Fred Drake88223901998-02-09 20:52:48 +000078identified. The example of the \keyword{if} keyword above is
Guido van Rossum4b73a061995-10-11 17:30:04 +000079representative. The various types of terminal symbols are defined in
Fred Drake4b7d5a41996-09-11 21:57:40 +000080the C header file \file{Include/token.h} and the Python module
Fred Drakeffbe6871999-04-22 21:23:22 +000081\refmodule{token}.
Guido van Rossum4b73a061995-10-11 17:30:04 +000082
Fred Drake4b7d5a41996-09-11 21:57:40 +000083The AST objects are not required to support the functionality of this
84module, but are provided for three purposes: to allow an application
85to amortize the cost of processing complex parse trees, to provide a
86parse tree representation which conserves memory space when compared
87to the Python list or tuple representation, and to ease the creation
88of additional modules in C which manipulate parse trees. A simple
89``wrapper'' class may be created in Python to hide the use of AST
Fred Drake88223901998-02-09 20:52:48 +000090objects.
Guido van Rossum4b73a061995-10-11 17:30:04 +000091
Fred Drake88223901998-02-09 20:52:48 +000092The \module{parser} module defines functions for a few distinct
Fred Drake4b7d5a41996-09-11 21:57:40 +000093purposes. The most important purposes are to create AST objects and
94to convert AST objects to other representations such as parse trees
95and compiled code objects, but there are also functions which serve to
96query the type of parse tree represented by an AST object.
Guido van Rossum4b73a061995-10-11 17:30:04 +000097
Fred Drake4b7d5a41996-09-11 21:57:40 +000098
Fred Drake03c05a51999-05-11 15:15:54 +000099\begin{seealso}
100 \seemodule{symbol}{Useful constants representing internal nodes of
101 the parse tree.}
102 \seemodule{token}{Useful constants representing leaf nodes of the
103 parse tree and functions for testing node values.}
104\end{seealso}
105
106
Fred Drakec71b8021999-08-02 14:30:52 +0000107\subsection{Creating AST Objects \label{Creating ASTs}}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000108
109AST objects may be created from source code or from a parse tree.
110When creating an AST object from source, different functions are used
111to create the \code{'eval'} and \code{'exec'} forms.
112
Fred Drake244ad3c1999-09-09 14:16:36 +0000113\begin{funcdesc}{expr}{source}
114The \function{expr()} function parses the parameter \var{source}
115as if it were an input to \samp{compile(\var{source}, 'eval')}. If
Fred Drake4b7d5a41996-09-11 21:57:40 +0000116the parse succeeds, an AST object is created to hold the internal
117parse tree representation, otherwise an appropriate exception is
118thrown.
119\end{funcdesc}
120
Fred Drake244ad3c1999-09-09 14:16:36 +0000121\begin{funcdesc}{suite}{source}
122The \function{suite()} function parses the parameter \var{source}
123as if it were an input to \samp{compile(\var{source}, 'exec')}. If
Fred Drake4b7d5a41996-09-11 21:57:40 +0000124the parse succeeds, an AST object is created to hold the internal
125parse tree representation, otherwise an appropriate exception is
126thrown.
127\end{funcdesc}
128
129\begin{funcdesc}{sequence2ast}{sequence}
130This function accepts a parse tree represented as a sequence and
131builds an internal representation if possible. If it can validate
132that the tree conforms to the Python grammar and all nodes are valid
133node types in the host version of Python, an AST object is created
134from the internal representation and returned to the called. If there
135is a problem creating the internal representation, or if the tree
Fred Drake88223901998-02-09 20:52:48 +0000136cannot be validated, a \exception{ParserError} exception is thrown. An AST
Fred Drake4b7d5a41996-09-11 21:57:40 +0000137object created this way should not be assumed to compile correctly;
138normal exceptions thrown by compilation may still be initiated when
Fred Drake88223901998-02-09 20:52:48 +0000139the AST object is passed to \function{compileast()}. This may indicate
140problems not related to syntax (such as a \exception{MemoryError}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000141exception), but may also be due to constructs such as the result of
142parsing \code{del f(0)}, which escapes the Python parser but is
143checked by the bytecode compiler.
144
145Sequences representing terminal tokens may be represented as either
146two-element lists of the form \code{(1, 'name')} or as three-element
147lists of the form \code{(1, 'name', 56)}. If the third element is
148present, it is assumed to be a valid line number. The line number
149may be specified for any subset of the terminal symbols in the input
150tree.
151\end{funcdesc}
152
153\begin{funcdesc}{tuple2ast}{sequence}
Fred Drake88223901998-02-09 20:52:48 +0000154This is the same function as \function{sequence2ast()}. This entry point
Fred Drake4b7d5a41996-09-11 21:57:40 +0000155is maintained for backward compatibility.
156\end{funcdesc}
157
158
Fred Drakec71b8021999-08-02 14:30:52 +0000159\subsection{Converting AST Objects \label{Converting ASTs}}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000160
161AST objects, regardless of the input used to create them, may be
162converted to parse trees represented as list- or tuple- trees, or may
163be compiled into executable code objects. Parse trees may be
164extracted with or without line numbering information.
165
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000166\begin{funcdesc}{ast2list}{ast\optional{, line_info}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000167This function accepts an AST object from the caller in
Fred Drakec71b8021999-08-02 14:30:52 +0000168\var{ast} and returns a Python list representing the
Guido van Rossum47478871996-08-21 14:32:37 +0000169equivelent parse tree. The resulting list representation can be used
Fred Drake4b7d5a41996-09-11 21:57:40 +0000170for inspection or the creation of a new parse tree in list form. This
171function does not fail so long as memory is available to build the
172list representation. If the parse tree will only be used for
Fred Drake88223901998-02-09 20:52:48 +0000173inspection, \function{ast2tuple()} should be used instead to reduce memory
Fred Drake4b7d5a41996-09-11 21:57:40 +0000174consumption and fragmentation. When the list representation is
175required, this function is significantly faster than retrieving a
176tuple representation and converting that to nested lists.
Guido van Rossum47478871996-08-21 14:32:37 +0000177
Fred Drakec71b8021999-08-02 14:30:52 +0000178If \var{line_info} is true, line number information will be
Fred Drake4b7d5a41996-09-11 21:57:40 +0000179included for all terminal tokens as a third element of the list
Fred Drake9abe64a1996-12-05 22:28:43 +0000180representing the token. Note that the line number provided specifies
Fred Drake88223901998-02-09 20:52:48 +0000181the line on which the token \emph{ends}. This information is
Fred Drake9abe64a1996-12-05 22:28:43 +0000182omitted if the flag is false or omitted.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000183\end{funcdesc}
184
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000185\begin{funcdesc}{ast2tuple}{ast\optional{, line_info}}
Guido van Rossum47478871996-08-21 14:32:37 +0000186This function accepts an AST object from the caller in
Fred Drakec71b8021999-08-02 14:30:52 +0000187\var{ast} and returns a Python tuple representing the
Guido van Rossum47478871996-08-21 14:32:37 +0000188equivelent parse tree. Other than returning a tuple instead of a
Fred Drake88223901998-02-09 20:52:48 +0000189list, this function is identical to \function{ast2list()}.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000190
Fred Drakec71b8021999-08-02 14:30:52 +0000191If \var{line_info} is true, line number information will be
Fred Drake4b7d5a41996-09-11 21:57:40 +0000192included for all terminal tokens as a third element of the list
193representing the token. This information is omitted if the flag is
194false or omitted.
Guido van Rossum47478871996-08-21 14:32:37 +0000195\end{funcdesc}
196
Fred Drakecce10901998-03-17 06:33:25 +0000197\begin{funcdesc}{compileast}{ast\optional{, filename\code{ = '<ast>'}}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000198The Python byte compiler can be invoked on an AST object to produce
Fred Drakec71b8021999-08-02 14:30:52 +0000199code objects which can be used as part of an \keyword{exec} statement or
Fred Drake88223901998-02-09 20:52:48 +0000200a call to the built-in \function{eval()}\bifuncindex{eval} function.
201This function provides the interface to the compiler, passing the
Fred Drakec71b8021999-08-02 14:30:52 +0000202internal parse tree from \var{ast} to the parser, using the
203source file name specified by the \var{filename} parameter.
204The default value supplied for \var{filename} indicates that
Fred Drake88223901998-02-09 20:52:48 +0000205the source was an AST object.
Guido van Rossum47478871996-08-21 14:32:37 +0000206
207Compiling an AST object may result in exceptions related to
Fred Drake88223901998-02-09 20:52:48 +0000208compilation; an example would be a \exception{SyntaxError} caused by the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000209parse tree for \code{del f(0)}: this statement is considered legal
Guido van Rossum47478871996-08-21 14:32:37 +0000210within the formal grammar for Python but is not a legal language
Fred Drake88223901998-02-09 20:52:48 +0000211construct. The \exception{SyntaxError} raised for this condition is
Guido van Rossum47478871996-08-21 14:32:37 +0000212actually generated by the Python byte-compiler normally, which is why
Fred Drake88223901998-02-09 20:52:48 +0000213it can be raised at this point by the \module{parser} module. Most
Guido van Rossum47478871996-08-21 14:32:37 +0000214causes of compilation failure can be diagnosed programmatically by
215inspection of the parse tree.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000216\end{funcdesc}
217
218
Fred Drakec71b8021999-08-02 14:30:52 +0000219\subsection{Queries on AST Objects \label{Querying ASTs}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000220
Fred Drake4b7d5a41996-09-11 21:57:40 +0000221Two functions are provided which allow an application to determine if
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000222an AST was created as an expression or a suite. Neither of these
Fred Drake4b7d5a41996-09-11 21:57:40 +0000223functions can be used to determine if an AST was created from source
Fred Drake88223901998-02-09 20:52:48 +0000224code via \function{expr()} or \function{suite()} or from a parse tree
225via \function{sequence2ast()}.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000226
227\begin{funcdesc}{isexpr}{ast}
Fred Drakec71b8021999-08-02 14:30:52 +0000228When \var{ast} represents an \code{'eval'} form, this function
Fred Drake88223901998-02-09 20:52:48 +0000229returns true, otherwise it returns false. This is useful, since code
230objects normally cannot be queried for this information using existing
231built-in functions. Note that the code objects created by
232\function{compileast()} cannot be queried like this either, and are
233identical to those created by the built-in
234\function{compile()}\bifuncindex{compile} function.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000235\end{funcdesc}
236
237
238\begin{funcdesc}{issuite}{ast}
Fred Drake88223901998-02-09 20:52:48 +0000239This function mirrors \function{isexpr()} in that it reports whether an
Fred Drake4b7d5a41996-09-11 21:57:40 +0000240AST object represents an \code{'exec'} form, commonly known as a
241``suite.'' It is not safe to assume that this function is equivelent
Fred Drake88223901998-02-09 20:52:48 +0000242to \samp{not isexpr(\var{ast})}, as additional syntactic fragments may
Fred Drake4b7d5a41996-09-11 21:57:40 +0000243be supported in the future.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000244\end{funcdesc}
245
246
Fred Drakec71b8021999-08-02 14:30:52 +0000247\subsection{Exceptions and Error Handling \label{AST Errors}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000248
249The parser module defines a single exception, but may also pass other
250built-in exceptions from other portions of the Python runtime
251environment. See each function for information about the exceptions
252it can raise.
253
254\begin{excdesc}{ParserError}
255Exception raised when a failure occurs within the parser module. This
256is generally produced for validation failures rather than the built in
Fred Drake88223901998-02-09 20:52:48 +0000257\exception{SyntaxError} thrown during normal parsing.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000258The exception argument is either a string describing the reason of the
Guido van Rossum47478871996-08-21 14:32:37 +0000259failure or a tuple containing a sequence causing the failure from a parse
Fred Drake88223901998-02-09 20:52:48 +0000260tree passed to \function{sequence2ast()} and an explanatory string. Calls to
261\function{sequence2ast()} need to be able to handle either type of exception,
Guido van Rossum4b73a061995-10-11 17:30:04 +0000262while calls to other functions in the module will only need to be
263aware of the simple string values.
264\end{excdesc}
265
Fred Drake88223901998-02-09 20:52:48 +0000266Note that the functions \function{compileast()}, \function{expr()}, and
267\function{suite()} may throw exceptions which are normally thrown by the
Guido van Rossum4b73a061995-10-11 17:30:04 +0000268parsing and compilation process. These include the built in
Fred Drake88223901998-02-09 20:52:48 +0000269exceptions \exception{MemoryError}, \exception{OverflowError},
270\exception{SyntaxError}, and \exception{SystemError}. In these cases, these
Guido van Rossum4b73a061995-10-11 17:30:04 +0000271exceptions carry all the meaning normally associated with them. Refer
272to the descriptions of each function for detailed information.
273
Guido van Rossum4b73a061995-10-11 17:30:04 +0000274
Fred Drakec71b8021999-08-02 14:30:52 +0000275\subsection{AST Objects \label{AST Objects}}
Guido van Rossum47478871996-08-21 14:32:37 +0000276
Fred Drakecc444e31998-03-08 06:47:24 +0000277AST objects returned by \function{expr()}, \function{suite()} and
Fred Drake88223901998-02-09 20:52:48 +0000278\function{sequence2ast()} have no methods of their own.
Fred Drakecc444e31998-03-08 06:47:24 +0000279
Fred Drakeaf370ea1998-04-05 20:23:02 +0000280Ordered and equality comparisons are supported between AST objects.
Fred Drakeffbe6871999-04-22 21:23:22 +0000281Pickling of AST objects (using the \refmodule{pickle} module) is also
Fred Drakec4f1ca11998-04-13 16:27:27 +0000282supported.
Fred Drakeaf370ea1998-04-05 20:23:02 +0000283
Fred Drakecc444e31998-03-08 06:47:24 +0000284\begin{datadesc}{ASTType}
285The type of the objects returned by \function{expr()},
286\function{suite()} and \function{sequence2ast()}.
Fred Drakecc444e31998-03-08 06:47:24 +0000287\end{datadesc}
Guido van Rossum47478871996-08-21 14:32:37 +0000288
289
Fred Drake916d8f81998-04-13 18:46:16 +0000290AST objects have the following methods:
291
292
293\begin{methoddesc}[AST]{compile}{\optional{filename}}
294Same as \code{compileast(\var{ast}, \var{filename})}.
295\end{methoddesc}
296
297\begin{methoddesc}[AST]{isexpr}{}
298Same as \code{isexpr(\var{ast})}.
299\end{methoddesc}
300
301\begin{methoddesc}[AST]{issuite}{}
302Same as \code{issuite(\var{ast})}.
303\end{methoddesc}
304
305\begin{methoddesc}[AST]{tolist}{\optional{line_info}}
306Same as \code{ast2list(\var{ast}, \var{line_info})}.
307\end{methoddesc}
308
309\begin{methoddesc}[AST]{totuple}{\optional{line_info}}
310Same as \code{ast2tuple(\var{ast}, \var{line_info})}.
311\end{methoddesc}
312
313
Fred Drakec71b8021999-08-02 14:30:52 +0000314\subsection{Examples \label{AST Examples}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000315
Guido van Rossum47478871996-08-21 14:32:37 +0000316The parser modules allows operations to be performed on the parse tree
317of Python source code before the bytecode is generated, and provides
Fred Drake4b7d5a41996-09-11 21:57:40 +0000318for inspection of the parse tree for information gathering purposes.
319Two examples are presented. The simple example demonstrates emulation
Fred Drake88223901998-02-09 20:52:48 +0000320of the \function{compile()}\bifuncindex{compile} built-in function and
321the complex example shows the use of a parse tree for information
322discovery.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000323
Fred Drakeaf370ea1998-04-05 20:23:02 +0000324\subsubsection{Emulation of \function{compile()}}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000325
326While many useful operations may take place between parsing and
Guido van Rossum47478871996-08-21 14:32:37 +0000327bytecode generation, the simplest operation is to do nothing. For
Fred Drake88223901998-02-09 20:52:48 +0000328this purpose, using the \module{parser} module to produce an
Guido van Rossum47478871996-08-21 14:32:37 +0000329intermediate data structure is equivelent to the code
330
Fred Drake19479911998-02-13 06:58:54 +0000331\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000332>>> code = compile('a + 5', 'eval')
333>>> a = 5
334>>> eval(code)
33510
Fred Drake19479911998-02-13 06:58:54 +0000336\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000337
Fred Drake88223901998-02-09 20:52:48 +0000338The equivelent operation using the \module{parser} module is somewhat
Guido van Rossum47478871996-08-21 14:32:37 +0000339longer, and allows the intermediate internal parse tree to be retained
340as an AST object:
Guido van Rossum4b73a061995-10-11 17:30:04 +0000341
Fred Drake19479911998-02-13 06:58:54 +0000342\begin{verbatim}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000343>>> import parser
344>>> ast = parser.expr('a + 5')
Fred Drakec71b8021999-08-02 14:30:52 +0000345>>> code = ast.compile()
Guido van Rossum4b73a061995-10-11 17:30:04 +0000346>>> a = 5
347>>> eval(code)
34810
Fred Drake19479911998-02-13 06:58:54 +0000349\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000350
Guido van Rossum8206fb91996-08-26 00:33:29 +0000351An application which needs both AST and code objects can package this
352code into readily available functions:
353
Fred Drake19479911998-02-13 06:58:54 +0000354\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000355import parser
356
357def load_suite(source_string):
358 ast = parser.suite(source_string)
Fred Drakec71b8021999-08-02 14:30:52 +0000359 return ast, ast.compile()
Guido van Rossum8206fb91996-08-26 00:33:29 +0000360
361def load_expression(source_string):
362 ast = parser.expr(source_string)
Fred Drakec71b8021999-08-02 14:30:52 +0000363 return ast, ast.compile()
Fred Drake19479911998-02-13 06:58:54 +0000364\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000365
Guido van Rossum8206fb91996-08-26 00:33:29 +0000366\subsubsection{Information Discovery}
367
Fred Drake4b7d5a41996-09-11 21:57:40 +0000368Some applications benefit from direct access to the parse tree. The
369remainder of this section demonstrates how the parse tree provides
Fred Drakec71b8021999-08-02 14:30:52 +0000370access to module documentation defined in
371docstrings\index{string!documentation}\index{docstrings} without
372requiring that the code being examined be loaded into a running
373interpreter via \keyword{import}. This can be very useful for
374performing analyses of untrusted code.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000375
Guido van Rossum47478871996-08-21 14:32:37 +0000376Generally, the example will demonstrate how the parse tree may be
377traversed to distill interesting information. Two functions and a set
Fred Drake4b7d5a41996-09-11 21:57:40 +0000378of classes are developed which provide programmatic access to high
Guido van Rossum47478871996-08-21 14:32:37 +0000379level function and class definitions provided by a module. The
380classes extract information from the parse tree and provide access to
381the information at a useful semantic level, one function provides a
382simple low-level pattern matching capability, and the other function
383defines a high-level interface to the classes by handling file
384operations on behalf of the caller. All source files mentioned here
385which are not part of the Python installation are located in the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000386\file{Demo/parser/} directory of the distribution.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000387
Guido van Rossum8206fb91996-08-26 00:33:29 +0000388The dynamic nature of Python allows the programmer a great deal of
389flexibility, but most modules need only a limited measure of this when
390defining classes, functions, and methods. In this example, the only
391definitions that will be considered are those which are defined in the
Fred Drake88223901998-02-09 20:52:48 +0000392top level of their context, e.g., a function defined by a \keyword{def}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000393statement at column zero of a module, but not a function defined
Fred Drakec71b8021999-08-02 14:30:52 +0000394within a branch of an \keyword{if} ... \keyword{else} construct, though
Guido van Rossum8206fb91996-08-26 00:33:29 +0000395there are some good reasons for doing so in some situations. Nesting
396of definitions will be handled by the code developed in the example.
397
Guido van Rossum47478871996-08-21 14:32:37 +0000398To construct the upper-level extraction methods, we need to know what
399the parse tree structure looks like and how much of it we actually
Fred Drake4b7d5a41996-09-11 21:57:40 +0000400need to be concerned about. Python uses a moderately deep parse tree
Guido van Rossum47478871996-08-21 14:32:37 +0000401so there are a large number of intermediate nodes. It is important to
402read and understand the formal grammar used by Python. This is
403specified in the file \file{Grammar/Grammar} in the distribution.
404Consider the simplest case of interest when searching for docstrings:
Guido van Rossum8206fb91996-08-26 00:33:29 +0000405a module consisting of a docstring and nothing else. (See file
406\file{docstring.py}.)
Guido van Rossum4b73a061995-10-11 17:30:04 +0000407
Fred Drake19479911998-02-13 06:58:54 +0000408\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000409"""Some documentation.
410"""
Fred Drake19479911998-02-13 06:58:54 +0000411\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000412
Guido van Rossum47478871996-08-21 14:32:37 +0000413Using the interpreter to take a look at the parse tree, we find a
414bewildering mass of numbers and parentheses, with the documentation
Fred Drake4b7d5a41996-09-11 21:57:40 +0000415buried deep in nested tuples.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000416
Fred Drake19479911998-02-13 06:58:54 +0000417\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000418>>> import parser
419>>> import pprint
420>>> ast = parser.suite(open('docstring.py').read())
Fred Drakec71b8021999-08-02 14:30:52 +0000421>>> tup = ast.totuple()
Guido van Rossum47478871996-08-21 14:32:37 +0000422>>> pprint.pprint(tup)
423(257,
424 (264,
425 (265,
426 (266,
427 (267,
428 (307,
429 (287,
430 (288,
431 (289,
432 (290,
433 (292,
434 (293,
435 (294,
436 (295,
437 (296,
438 (297,
439 (298,
440 (299,
441 (300, (3, '"""Some documentation.\012"""'))))))))))))))))),
442 (4, ''))),
443 (4, ''),
444 (0, ''))
Fred Drake19479911998-02-13 06:58:54 +0000445\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000446
Guido van Rossum47478871996-08-21 14:32:37 +0000447The numbers at the first element of each node in the tree are the node
448types; they map directly to terminal and non-terminal symbols in the
449grammar. Unfortunately, they are represented as integers in the
450internal representation, and the Python structures generated do not
Fred Drakeffbe6871999-04-22 21:23:22 +0000451change that. However, the \refmodule{symbol} and \refmodule{token} modules
Guido van Rossum47478871996-08-21 14:32:37 +0000452provide symbolic names for the node types and dictionaries which map
453from the integers to the symbolic names for the node types.
454
455In the output presented above, the outermost tuple contains four
456elements: the integer \code{257} and three additional tuples. Node
Fred Drake88223901998-02-09 20:52:48 +0000457type \code{257} has the symbolic name \constant{file_input}. Each of
Guido van Rossum47478871996-08-21 14:32:37 +0000458these inner tuples contains an integer as the first element; these
459integers, \code{264}, \code{4}, and \code{0}, represent the node types
Fred Drake88223901998-02-09 20:52:48 +0000460\constant{stmt}, \constant{NEWLINE}, and \constant{ENDMARKER},
461respectively.
Guido van Rossum47478871996-08-21 14:32:37 +0000462Note that these values may change depending on the version of Python
463you are using; consult \file{symbol.py} and \file{token.py} for
464details of the mapping. It should be fairly clear that the outermost
465node is related primarily to the input source rather than the contents
Fred Drake88223901998-02-09 20:52:48 +0000466of the file, and may be disregarded for the moment. The \constant{stmt}
Guido van Rossum47478871996-08-21 14:32:37 +0000467node is much more interesting. In particular, all docstrings are
468found in subtrees which are formed exactly as this node is formed,
469with the only difference being the string itself. The association
470between the docstring in a similar tree and the defined entity (class,
471function, or module) which it describes is given by the position of
472the docstring subtree within the tree defining the described
473structure.
474
475By replacing the actual docstring with something to signify a variable
Fred Drake4b7d5a41996-09-11 21:57:40 +0000476component of the tree, we allow a simple pattern matching approach to
477check any given subtree for equivelence to the general pattern for
478docstrings. Since the example demonstrates information extraction, we
479can safely require that the tree be in tuple form rather than list
480form, allowing a simple variable representation to be
481\code{['variable_name']}. A simple recursive function can implement
Guido van Rossum47478871996-08-21 14:32:37 +0000482the pattern matching, returning a boolean and a dictionary of variable
Guido van Rossum8206fb91996-08-26 00:33:29 +0000483name to value mappings. (See file \file{example.py}.)
Guido van Rossum47478871996-08-21 14:32:37 +0000484
Fred Drake19479911998-02-13 06:58:54 +0000485\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000486from types import ListType, TupleType
487
488def match(pattern, data, vars=None):
489 if vars is None:
490 vars = {}
491 if type(pattern) is ListType:
492 vars[pattern[0]] = data
493 return 1, vars
494 if type(pattern) is not TupleType:
495 return (pattern == data), vars
496 if len(data) != len(pattern):
497 return 0, vars
498 for pattern, data in map(None, pattern, data):
499 same, vars = match(pattern, data, vars)
500 if not same:
501 break
502 return same, vars
Fred Drake19479911998-02-13 06:58:54 +0000503\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000504
Fred Drake4b7d5a41996-09-11 21:57:40 +0000505Using this simple representation for syntactic variables and the symbolic
Guido van Rossum8206fb91996-08-26 00:33:29 +0000506node types, the pattern for the candidate docstring subtrees becomes
507fairly readable. (See file \file{example.py}.)
Guido van Rossum47478871996-08-21 14:32:37 +0000508
Fred Drake19479911998-02-13 06:58:54 +0000509\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000510import symbol
511import token
512
513DOCSTRING_STMT_PATTERN = (
514 symbol.stmt,
515 (symbol.simple_stmt,
516 (symbol.small_stmt,
517 (symbol.expr_stmt,
518 (symbol.testlist,
519 (symbol.test,
520 (symbol.and_test,
521 (symbol.not_test,
522 (symbol.comparison,
523 (symbol.expr,
524 (symbol.xor_expr,
525 (symbol.and_expr,
526 (symbol.shift_expr,
527 (symbol.arith_expr,
528 (symbol.term,
529 (symbol.factor,
530 (symbol.power,
531 (symbol.atom,
532 (token.STRING, ['docstring'])
533 )))))))))))))))),
534 (token.NEWLINE, '')
535 ))
Fred Drake19479911998-02-13 06:58:54 +0000536\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000537
Fred Drake88223901998-02-09 20:52:48 +0000538Using the \function{match()} function with this pattern, extracting the
Guido van Rossum47478871996-08-21 14:32:37 +0000539module docstring from the parse tree created previously is easy:
540
Fred Drake19479911998-02-13 06:58:54 +0000541\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000542>>> found, vars = match(DOCSTRING_STMT_PATTERN, tup[1])
543>>> found
5441
545>>> vars
546{'docstring': '"""Some documentation.\012"""'}
Fred Drake19479911998-02-13 06:58:54 +0000547\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000548
Guido van Rossum47478871996-08-21 14:32:37 +0000549Once specific data can be extracted from a location where it is
550expected, the question of where information can be expected
551needs to be answered. When dealing with docstrings, the answer is
Fred Drake88223901998-02-09 20:52:48 +0000552fairly simple: the docstring is the first \constant{stmt} node in a code
553block (\constant{file_input} or \constant{suite} node types). A module
554consists of a single \constant{file_input} node, and class and function
555definitions each contain exactly one \constant{suite} node. Classes and
Guido van Rossum47478871996-08-21 14:32:37 +0000556functions are readily identified as subtrees of code block nodes which
557start with \code{(stmt, (compound_stmt, (classdef, ...} or
558\code{(stmt, (compound_stmt, (funcdef, ...}. Note that these subtrees
Fred Drake88223901998-02-09 20:52:48 +0000559cannot be matched by \function{match()} since it does not support multiple
Guido van Rossum47478871996-08-21 14:32:37 +0000560sibling nodes to match without regard to number. A more elaborate
561matching function could be used to overcome this limitation, but this
562is sufficient for the example.
563
Guido van Rossum8206fb91996-08-26 00:33:29 +0000564Given the ability to determine whether a statement might be a
565docstring and extract the actual string from the statement, some work
566needs to be performed to walk the parse tree for an entire module and
567extract information about the names defined in each context of the
568module and associate any docstrings with the names. The code to
569perform this work is not complicated, but bears some explanation.
570
571The public interface to the classes is straightforward and should
572probably be somewhat more flexible. Each ``major'' block of the
573module is described by an object providing several methods for inquiry
574and a constructor which accepts at least the subtree of the complete
Fred Drakeb0df5671998-02-18 15:59:13 +0000575parse tree which it represents. The \class{ModuleInfo} constructor
576accepts an optional \var{name} parameter since it cannot
Guido van Rossum8206fb91996-08-26 00:33:29 +0000577otherwise determine the name of the module.
578
Fred Drake88223901998-02-09 20:52:48 +0000579The public classes include \class{ClassInfo}, \class{FunctionInfo},
580and \class{ModuleInfo}. All objects provide the
581methods \method{get_name()}, \method{get_docstring()},
582\method{get_class_names()}, and \method{get_class_info()}. The
583\class{ClassInfo} objects support \method{get_method_names()} and
584\method{get_method_info()} while the other classes provide
585\method{get_function_names()} and \method{get_function_info()}.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000586
587Within each of the forms of code block that the public classes
588represent, most of the required information is in the same form and is
Fred Drake4b7d5a41996-09-11 21:57:40 +0000589accessed in the same way, with classes having the distinction that
Guido van Rossum8206fb91996-08-26 00:33:29 +0000590functions defined at the top level are referred to as ``methods.''
591Since the difference in nomenclature reflects a real semantic
Fred Drake4b7d5a41996-09-11 21:57:40 +0000592distinction from functions defined outside of a class, the
593implementation needs to maintain the distinction.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000594Hence, most of the functionality of the public classes can be
Fred Drake88223901998-02-09 20:52:48 +0000595implemented in a common base class, \class{SuiteInfoBase}, with the
Guido van Rossum8206fb91996-08-26 00:33:29 +0000596accessors for function and method information provided elsewhere.
597Note that there is only one class which represents function and method
Fred Drake88223901998-02-09 20:52:48 +0000598information; this parallels the use of the \keyword{def} statement to
Fred Drake4b7d5a41996-09-11 21:57:40 +0000599define both types of elements.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000600
Fred Drake88223901998-02-09 20:52:48 +0000601Most of the accessor functions are declared in \class{SuiteInfoBase}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000602and do not need to be overriden by subclasses. More importantly, the
603extraction of most information from a parse tree is handled through a
Fred Drake88223901998-02-09 20:52:48 +0000604method called by the \class{SuiteInfoBase} constructor. The example
Guido van Rossum8206fb91996-08-26 00:33:29 +0000605code for most of the classes is clear when read alongside the formal
606grammar, but the method which recursively creates new information
607objects requires further examination. Here is the relevant part of
Fred Drake88223901998-02-09 20:52:48 +0000608the \class{SuiteInfoBase} definition from \file{example.py}:
Guido van Rossum8206fb91996-08-26 00:33:29 +0000609
Fred Drake19479911998-02-13 06:58:54 +0000610\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000611class SuiteInfoBase:
612 _docstring = ''
613 _name = ''
614
615 def __init__(self, tree = None):
616 self._class_info = {}
617 self._function_info = {}
618 if tree:
619 self._extract_info(tree)
620
621 def _extract_info(self, tree):
622 # extract docstring
623 if len(tree) == 2:
624 found, vars = match(DOCSTRING_STMT_PATTERN[1], tree[1])
625 else:
626 found, vars = match(DOCSTRING_STMT_PATTERN, tree[3])
627 if found:
628 self._docstring = eval(vars['docstring'])
629 # discover inner definitions
630 for node in tree[1:]:
631 found, vars = match(COMPOUND_STMT_PATTERN, node)
632 if found:
633 cstmt = vars['compound']
634 if cstmt[0] == symbol.funcdef:
635 name = cstmt[2][1]
636 self._function_info[name] = FunctionInfo(cstmt)
637 elif cstmt[0] == symbol.classdef:
638 name = cstmt[2][1]
639 self._class_info[name] = ClassInfo(cstmt)
Fred Drake19479911998-02-13 06:58:54 +0000640\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000641
Guido van Rossum8206fb91996-08-26 00:33:29 +0000642After initializing some internal state, the constructor calls the
Fred Drake88223901998-02-09 20:52:48 +0000643\method{_extract_info()} method. This method performs the bulk of the
Guido van Rossum8206fb91996-08-26 00:33:29 +0000644information extraction which takes place in the entire example. The
645extraction has two distinct phases: the location of the docstring for
646the parse tree passed in, and the discovery of additional definitions
647within the code block represented by the parse tree.
648
Fred Drake88223901998-02-09 20:52:48 +0000649The initial \keyword{if} test determines whether the nested suite is of
Guido van Rossum8206fb91996-08-26 00:33:29 +0000650the ``short form'' or the ``long form.'' The short form is used when
651the code block is on the same line as the definition of the code
652block, as in
653
Fred Drakebbe60681998-01-09 22:24:14 +0000654\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000655def square(x): "Square an argument."; return x ** 2
Fred Drakebbe60681998-01-09 22:24:14 +0000656\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000657
Guido van Rossum8206fb91996-08-26 00:33:29 +0000658while the long form uses an indented block and allows nested
659definitions:
660
Fred Drake19479911998-02-13 06:58:54 +0000661\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000662def make_power(exp):
663 "Make a function that raises an argument to the exponent `exp'."
664 def raiser(x, y=exp):
665 return x ** y
666 return raiser
Fred Drake19479911998-02-13 06:58:54 +0000667\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000668
Guido van Rossum8206fb91996-08-26 00:33:29 +0000669When the short form is used, the code block may contain a docstring as
Fred Drake88223901998-02-09 20:52:48 +0000670the first, and possibly only, \constant{small_stmt} element. The
Guido van Rossum8206fb91996-08-26 00:33:29 +0000671extraction of such a docstring is slightly different and requires only
672a portion of the complete pattern used in the more common case. As
Fred Drake4b7d5a41996-09-11 21:57:40 +0000673implemented, the docstring will only be found if there is only
Fred Drake88223901998-02-09 20:52:48 +0000674one \constant{small_stmt} node in the \constant{simple_stmt} node.
675Since most functions and methods which use the short form do not
676provide a docstring, this may be considered sufficient. The
677extraction of the docstring proceeds using the \function{match()} function
678as described above, and the value of the docstring is stored as an
679attribute of the \class{SuiteInfoBase} object.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000680
Fred Drake4b7d5a41996-09-11 21:57:40 +0000681After docstring extraction, a simple definition discovery
Fred Drake88223901998-02-09 20:52:48 +0000682algorithm operates on the \constant{stmt} nodes of the
683\constant{suite} node. The special case of the short form is not
684tested; since there are no \constant{stmt} nodes in the short form,
685the algorithm will silently skip the single \constant{simple_stmt}
686node and correctly not discover any nested definitions.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000687
Fred Drake4b7d5a41996-09-11 21:57:40 +0000688Each statement in the code block is categorized as
689a class definition, function or method definition, or
Guido van Rossum8206fb91996-08-26 00:33:29 +0000690something else. For the definition statements, the name of the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000691element defined is extracted and a representation object
Guido van Rossum8206fb91996-08-26 00:33:29 +0000692appropriate to the definition is created with the defining subtree
693passed as an argument to the constructor. The repesentation objects
694are stored in instance variables and may be retrieved by name using
695the appropriate accessor methods.
696
697The public classes provide any accessors required which are more
Fred Drake88223901998-02-09 20:52:48 +0000698specific than those provided by the \class{SuiteInfoBase} class, but
Guido van Rossum8206fb91996-08-26 00:33:29 +0000699the real extraction algorithm remains common to all forms of code
700blocks. A high-level function can be used to extract the complete set
Fred Drake4b7d5a41996-09-11 21:57:40 +0000701of information from a source file. (See file \file{example.py}.)
Guido van Rossum8206fb91996-08-26 00:33:29 +0000702
Fred Drake19479911998-02-13 06:58:54 +0000703\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000704def get_docs(fileName):
Guido van Rossum8206fb91996-08-26 00:33:29 +0000705 import os
Guido van Rossum8206fb91996-08-26 00:33:29 +0000706 import parser
Fred Drakec71b8021999-08-02 14:30:52 +0000707
708 source = open(fileName).read()
709 basename = os.path.basename(os.path.splitext(fileName)[0])
Guido van Rossum8206fb91996-08-26 00:33:29 +0000710 ast = parser.suite(source)
Fred Drakec71b8021999-08-02 14:30:52 +0000711 return ModuleInfo(ast.totuple(), basename)
Fred Drake19479911998-02-13 06:58:54 +0000712\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000713
Guido van Rossum8206fb91996-08-26 00:33:29 +0000714This provides an easy-to-use interface to the documentation of a
715module. If information is required which is not extracted by the code
716of this example, the code may be extended at clearly defined points to
717provide additional capabilities.