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Fred Drake295da241998-08-10 19:42:37 +000012\section{\module{parser} ---
Fred Drake9f033801999-02-19 22:56:08 +000013 Access parse trees for Python code}
14
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 Drake4b7d5a41996-09-11 21:57:40 +000070numeric value associated with all \code{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 Drake4b7d5a41996-09-11 21:57:40 +0000107\subsection{Creating AST Objects}
Fred Draked67e12e1998-02-20 05:49:37 +0000108\label{Creating ASTs}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000109
110AST objects may be created from source code or from a parse tree.
111When creating an AST object from source, different functions are used
112to create the \code{'eval'} and \code{'exec'} forms.
113
114\begin{funcdesc}{expr}{string}
Fred Drake88223901998-02-09 20:52:48 +0000115The \function{expr()} function parses the parameter \code{\var{string}}
116as if it were an input to \samp{compile(\var{string}, 'eval')}. If
Fred Drake4b7d5a41996-09-11 21:57:40 +0000117the parse succeeds, an AST object is created to hold the internal
118parse tree representation, otherwise an appropriate exception is
119thrown.
120\end{funcdesc}
121
122\begin{funcdesc}{suite}{string}
Fred Drake88223901998-02-09 20:52:48 +0000123The \function{suite()} function parses the parameter \code{\var{string}}
124as if it were an input to \samp{compile(\var{string}, 'exec')}. If
Fred Drake4b7d5a41996-09-11 21:57:40 +0000125the parse succeeds, an AST object is created to hold the internal
126parse tree representation, otherwise an appropriate exception is
127thrown.
128\end{funcdesc}
129
130\begin{funcdesc}{sequence2ast}{sequence}
131This function accepts a parse tree represented as a sequence and
132builds an internal representation if possible. If it can validate
133that the tree conforms to the Python grammar and all nodes are valid
134node types in the host version of Python, an AST object is created
135from the internal representation and returned to the called. If there
136is a problem creating the internal representation, or if the tree
Fred Drake88223901998-02-09 20:52:48 +0000137cannot be validated, a \exception{ParserError} exception is thrown. An AST
Fred Drake4b7d5a41996-09-11 21:57:40 +0000138object created this way should not be assumed to compile correctly;
139normal exceptions thrown by compilation may still be initiated when
Fred Drake88223901998-02-09 20:52:48 +0000140the AST object is passed to \function{compileast()}. This may indicate
141problems not related to syntax (such as a \exception{MemoryError}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000142exception), but may also be due to constructs such as the result of
143parsing \code{del f(0)}, which escapes the Python parser but is
144checked by the bytecode compiler.
145
146Sequences representing terminal tokens may be represented as either
147two-element lists of the form \code{(1, 'name')} or as three-element
148lists of the form \code{(1, 'name', 56)}. If the third element is
149present, it is assumed to be a valid line number. The line number
150may be specified for any subset of the terminal symbols in the input
151tree.
152\end{funcdesc}
153
154\begin{funcdesc}{tuple2ast}{sequence}
Fred Drake88223901998-02-09 20:52:48 +0000155This is the same function as \function{sequence2ast()}. This entry point
Fred Drake4b7d5a41996-09-11 21:57:40 +0000156is maintained for backward compatibility.
157\end{funcdesc}
158
159
160\subsection{Converting AST Objects}
Fred Draked67e12e1998-02-20 05:49:37 +0000161\label{Converting ASTs}
Fred Drake4b7d5a41996-09-11 21:57:40 +0000162
163AST objects, regardless of the input used to create them, may be
164converted to parse trees represented as list- or tuple- trees, or may
165be compiled into executable code objects. Parse trees may be
166extracted with or without line numbering information.
167
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000168\begin{funcdesc}{ast2list}{ast\optional{, line_info}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000169This function accepts an AST object from the caller in
Guido van Rossum47478871996-08-21 14:32:37 +0000170\code{\var{ast}} and returns a Python list representing the
171equivelent parse tree. The resulting list representation can be used
Fred Drake4b7d5a41996-09-11 21:57:40 +0000172for inspection or the creation of a new parse tree in list form. This
173function does not fail so long as memory is available to build the
174list representation. If the parse tree will only be used for
Fred Drake88223901998-02-09 20:52:48 +0000175inspection, \function{ast2tuple()} should be used instead to reduce memory
Fred Drake4b7d5a41996-09-11 21:57:40 +0000176consumption and fragmentation. When the list representation is
177required, this function is significantly faster than retrieving a
178tuple representation and converting that to nested lists.
Guido van Rossum47478871996-08-21 14:32:37 +0000179
Fred Drake4b7d5a41996-09-11 21:57:40 +0000180If \code{\var{line_info}} is true, line number information will be
181included for all terminal tokens as a third element of the list
Fred Drake9abe64a1996-12-05 22:28:43 +0000182representing the token. Note that the line number provided specifies
Fred Drake88223901998-02-09 20:52:48 +0000183the line on which the token \emph{ends}. This information is
Fred Drake9abe64a1996-12-05 22:28:43 +0000184omitted if the flag is false or omitted.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000185\end{funcdesc}
186
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000187\begin{funcdesc}{ast2tuple}{ast\optional{, line_info}}
Guido van Rossum47478871996-08-21 14:32:37 +0000188This function accepts an AST object from the caller in
189\code{\var{ast}} and returns a Python tuple representing the
190equivelent parse tree. Other than returning a tuple instead of a
Fred Drake88223901998-02-09 20:52:48 +0000191list, this function is identical to \function{ast2list()}.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000192
Fred Drake4b7d5a41996-09-11 21:57:40 +0000193If \code{\var{line_info}} is true, line number information will be
194included for all terminal tokens as a third element of the list
195representing the token. This information is omitted if the flag is
196false or omitted.
Guido van Rossum47478871996-08-21 14:32:37 +0000197\end{funcdesc}
198
Fred Drakecce10901998-03-17 06:33:25 +0000199\begin{funcdesc}{compileast}{ast\optional{, filename\code{ = '<ast>'}}}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000200The Python byte compiler can be invoked on an AST object to produce
201code objects which can be used as part of an \code{exec} statement or
Fred Drake88223901998-02-09 20:52:48 +0000202a call to the built-in \function{eval()}\bifuncindex{eval} function.
203This function provides the interface to the compiler, passing the
204internal parse tree from \code{\var{ast}} to the parser, using the
205source file name specified by the \code{\var{filename}} parameter.
206The default value supplied for \code{\var{filename}} indicates that
207the source was an AST object.
Guido van Rossum47478871996-08-21 14:32:37 +0000208
209Compiling an AST object may result in exceptions related to
Fred Drake88223901998-02-09 20:52:48 +0000210compilation; an example would be a \exception{SyntaxError} caused by the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000211parse tree for \code{del f(0)}: this statement is considered legal
Guido van Rossum47478871996-08-21 14:32:37 +0000212within the formal grammar for Python but is not a legal language
Fred Drake88223901998-02-09 20:52:48 +0000213construct. The \exception{SyntaxError} raised for this condition is
Guido van Rossum47478871996-08-21 14:32:37 +0000214actually generated by the Python byte-compiler normally, which is why
Fred Drake88223901998-02-09 20:52:48 +0000215it can be raised at this point by the \module{parser} module. Most
Guido van Rossum47478871996-08-21 14:32:37 +0000216causes of compilation failure can be diagnosed programmatically by
217inspection of the parse tree.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000218\end{funcdesc}
219
220
Fred Drake4b7d5a41996-09-11 21:57:40 +0000221\subsection{Queries on AST Objects}
Fred Draked67e12e1998-02-20 05:49:37 +0000222\label{Querying ASTs}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000223
Fred Drake4b7d5a41996-09-11 21:57:40 +0000224Two functions are provided which allow an application to determine if
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000225an AST was created as an expression or a suite. Neither of these
Fred Drake4b7d5a41996-09-11 21:57:40 +0000226functions can be used to determine if an AST was created from source
Fred Drake88223901998-02-09 20:52:48 +0000227code via \function{expr()} or \function{suite()} or from a parse tree
228via \function{sequence2ast()}.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000229
230\begin{funcdesc}{isexpr}{ast}
231When \code{\var{ast}} represents an \code{'eval'} form, this function
Fred Drake88223901998-02-09 20:52:48 +0000232returns true, otherwise it returns false. This is useful, since code
233objects normally cannot be queried for this information using existing
234built-in functions. Note that the code objects created by
235\function{compileast()} cannot be queried like this either, and are
236identical to those created by the built-in
237\function{compile()}\bifuncindex{compile} function.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000238\end{funcdesc}
239
240
241\begin{funcdesc}{issuite}{ast}
Fred Drake88223901998-02-09 20:52:48 +0000242This function mirrors \function{isexpr()} in that it reports whether an
Fred Drake4b7d5a41996-09-11 21:57:40 +0000243AST object represents an \code{'exec'} form, commonly known as a
244``suite.'' It is not safe to assume that this function is equivelent
Fred Drake88223901998-02-09 20:52:48 +0000245to \samp{not isexpr(\var{ast})}, as additional syntactic fragments may
Fred Drake4b7d5a41996-09-11 21:57:40 +0000246be supported in the future.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000247\end{funcdesc}
248
249
Guido van Rossum4b73a061995-10-11 17:30:04 +0000250\subsection{Exceptions and Error Handling}
Fred Draked67e12e1998-02-20 05:49:37 +0000251\label{AST Errors}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000252
253The parser module defines a single exception, but may also pass other
254built-in exceptions from other portions of the Python runtime
255environment. See each function for information about the exceptions
256it can raise.
257
258\begin{excdesc}{ParserError}
259Exception raised when a failure occurs within the parser module. This
260is generally produced for validation failures rather than the built in
Fred Drake88223901998-02-09 20:52:48 +0000261\exception{SyntaxError} thrown during normal parsing.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000262The exception argument is either a string describing the reason of the
Guido van Rossum47478871996-08-21 14:32:37 +0000263failure or a tuple containing a sequence causing the failure from a parse
Fred Drake88223901998-02-09 20:52:48 +0000264tree passed to \function{sequence2ast()} and an explanatory string. Calls to
265\function{sequence2ast()} need to be able to handle either type of exception,
Guido van Rossum4b73a061995-10-11 17:30:04 +0000266while calls to other functions in the module will only need to be
267aware of the simple string values.
268\end{excdesc}
269
Fred Drake88223901998-02-09 20:52:48 +0000270Note that the functions \function{compileast()}, \function{expr()}, and
271\function{suite()} may throw exceptions which are normally thrown by the
Guido van Rossum4b73a061995-10-11 17:30:04 +0000272parsing and compilation process. These include the built in
Fred Drake88223901998-02-09 20:52:48 +0000273exceptions \exception{MemoryError}, \exception{OverflowError},
274\exception{SyntaxError}, and \exception{SystemError}. In these cases, these
Guido van Rossum4b73a061995-10-11 17:30:04 +0000275exceptions carry all the meaning normally associated with them. Refer
276to the descriptions of each function for detailed information.
277
Guido van Rossum4b73a061995-10-11 17:30:04 +0000278
Guido van Rossum47478871996-08-21 14:32:37 +0000279\subsection{AST Objects}
Fred Draked67e12e1998-02-20 05:49:37 +0000280\label{AST Objects}
Guido van Rossum47478871996-08-21 14:32:37 +0000281
Fred Drakecc444e31998-03-08 06:47:24 +0000282AST objects returned by \function{expr()}, \function{suite()} and
Fred Drake88223901998-02-09 20:52:48 +0000283\function{sequence2ast()} have no methods of their own.
Fred Drakecc444e31998-03-08 06:47:24 +0000284
Fred Drakeaf370ea1998-04-05 20:23:02 +0000285Ordered and equality comparisons are supported between AST objects.
Fred Drakeffbe6871999-04-22 21:23:22 +0000286Pickling of AST objects (using the \refmodule{pickle} module) is also
Fred Drakec4f1ca11998-04-13 16:27:27 +0000287supported.
Fred Drakeaf370ea1998-04-05 20:23:02 +0000288
Fred Drakecc444e31998-03-08 06:47:24 +0000289\begin{datadesc}{ASTType}
290The type of the objects returned by \function{expr()},
291\function{suite()} and \function{sequence2ast()}.
Fred Drakecc444e31998-03-08 06:47:24 +0000292\end{datadesc}
Guido van Rossum47478871996-08-21 14:32:37 +0000293
294
Fred Drake916d8f81998-04-13 18:46:16 +0000295AST objects have the following methods:
296
297
298\begin{methoddesc}[AST]{compile}{\optional{filename}}
299Same as \code{compileast(\var{ast}, \var{filename})}.
300\end{methoddesc}
301
302\begin{methoddesc}[AST]{isexpr}{}
303Same as \code{isexpr(\var{ast})}.
304\end{methoddesc}
305
306\begin{methoddesc}[AST]{issuite}{}
307Same as \code{issuite(\var{ast})}.
308\end{methoddesc}
309
310\begin{methoddesc}[AST]{tolist}{\optional{line_info}}
311Same as \code{ast2list(\var{ast}, \var{line_info})}.
312\end{methoddesc}
313
314\begin{methoddesc}[AST]{totuple}{\optional{line_info}}
315Same as \code{ast2tuple(\var{ast}, \var{line_info})}.
316\end{methoddesc}
317
318
Guido van Rossum8206fb91996-08-26 00:33:29 +0000319\subsection{Examples}
Fred Drake4b3f0311996-12-13 22:04:31 +0000320\nodename{AST Examples}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000321
Guido van Rossum47478871996-08-21 14:32:37 +0000322The parser modules allows operations to be performed on the parse tree
323of Python source code before the bytecode is generated, and provides
Fred Drake4b7d5a41996-09-11 21:57:40 +0000324for inspection of the parse tree for information gathering purposes.
325Two examples are presented. The simple example demonstrates emulation
Fred Drake88223901998-02-09 20:52:48 +0000326of the \function{compile()}\bifuncindex{compile} built-in function and
327the complex example shows the use of a parse tree for information
328discovery.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000329
Fred Drakeaf370ea1998-04-05 20:23:02 +0000330\subsubsection{Emulation of \function{compile()}}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000331
332While many useful operations may take place between parsing and
Guido van Rossum47478871996-08-21 14:32:37 +0000333bytecode generation, the simplest operation is to do nothing. For
Fred Drake88223901998-02-09 20:52:48 +0000334this purpose, using the \module{parser} module to produce an
Guido van Rossum47478871996-08-21 14:32:37 +0000335intermediate data structure is equivelent to the code
336
Fred Drake19479911998-02-13 06:58:54 +0000337\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000338>>> code = compile('a + 5', 'eval')
339>>> a = 5
340>>> eval(code)
34110
Fred Drake19479911998-02-13 06:58:54 +0000342\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000343
Fred Drake88223901998-02-09 20:52:48 +0000344The equivelent operation using the \module{parser} module is somewhat
Guido van Rossum47478871996-08-21 14:32:37 +0000345longer, and allows the intermediate internal parse tree to be retained
346as an AST object:
Guido van Rossum4b73a061995-10-11 17:30:04 +0000347
Fred Drake19479911998-02-13 06:58:54 +0000348\begin{verbatim}
Guido van Rossum4b73a061995-10-11 17:30:04 +0000349>>> import parser
350>>> ast = parser.expr('a + 5')
351>>> code = parser.compileast(ast)
352>>> a = 5
353>>> eval(code)
35410
Fred Drake19479911998-02-13 06:58:54 +0000355\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000356
Guido van Rossum8206fb91996-08-26 00:33:29 +0000357An application which needs both AST and code objects can package this
358code into readily available functions:
359
Fred Drake19479911998-02-13 06:58:54 +0000360\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000361import parser
362
363def load_suite(source_string):
364 ast = parser.suite(source_string)
365 code = parser.compileast(ast)
366 return ast, code
367
368def load_expression(source_string):
369 ast = parser.expr(source_string)
370 code = parser.compileast(ast)
371 return ast, code
Fred Drake19479911998-02-13 06:58:54 +0000372\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000373
Guido van Rossum8206fb91996-08-26 00:33:29 +0000374\subsubsection{Information Discovery}
375
Fred Drake4b7d5a41996-09-11 21:57:40 +0000376Some applications benefit from direct access to the parse tree. The
377remainder of this section demonstrates how the parse tree provides
378access to module documentation defined in docstrings without requiring
379that the code being examined be loaded into a running interpreter via
Fred Drake88223901998-02-09 20:52:48 +0000380\keyword{import}. This can be very useful for performing analyses of
Fred Drake4b7d5a41996-09-11 21:57:40 +0000381untrusted code.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000382
Guido van Rossum47478871996-08-21 14:32:37 +0000383Generally, the example will demonstrate how the parse tree may be
384traversed to distill interesting information. Two functions and a set
Fred Drake4b7d5a41996-09-11 21:57:40 +0000385of classes are developed which provide programmatic access to high
Guido van Rossum47478871996-08-21 14:32:37 +0000386level function and class definitions provided by a module. The
387classes extract information from the parse tree and provide access to
388the information at a useful semantic level, one function provides a
389simple low-level pattern matching capability, and the other function
390defines a high-level interface to the classes by handling file
391operations on behalf of the caller. All source files mentioned here
392which are not part of the Python installation are located in the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000393\file{Demo/parser/} directory of the distribution.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000394
Guido van Rossum8206fb91996-08-26 00:33:29 +0000395The dynamic nature of Python allows the programmer a great deal of
396flexibility, but most modules need only a limited measure of this when
397defining classes, functions, and methods. In this example, the only
398definitions that will be considered are those which are defined in the
Fred Drake88223901998-02-09 20:52:48 +0000399top level of their context, e.g., a function defined by a \keyword{def}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000400statement at column zero of a module, but not a function defined
Fred Drake4b7d5a41996-09-11 21:57:40 +0000401within a branch of an \code{if} ... \code{else} construct, though
Guido van Rossum8206fb91996-08-26 00:33:29 +0000402there are some good reasons for doing so in some situations. Nesting
403of definitions will be handled by the code developed in the example.
404
Guido van Rossum47478871996-08-21 14:32:37 +0000405To construct the upper-level extraction methods, we need to know what
406the parse tree structure looks like and how much of it we actually
Fred Drake4b7d5a41996-09-11 21:57:40 +0000407need to be concerned about. Python uses a moderately deep parse tree
Guido van Rossum47478871996-08-21 14:32:37 +0000408so there are a large number of intermediate nodes. It is important to
409read and understand the formal grammar used by Python. This is
410specified in the file \file{Grammar/Grammar} in the distribution.
411Consider the simplest case of interest when searching for docstrings:
Guido van Rossum8206fb91996-08-26 00:33:29 +0000412a module consisting of a docstring and nothing else. (See file
413\file{docstring.py}.)
Guido van Rossum4b73a061995-10-11 17:30:04 +0000414
Fred Drake19479911998-02-13 06:58:54 +0000415\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000416"""Some documentation.
417"""
Fred Drake19479911998-02-13 06:58:54 +0000418\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000419
Guido van Rossum47478871996-08-21 14:32:37 +0000420Using the interpreter to take a look at the parse tree, we find a
421bewildering mass of numbers and parentheses, with the documentation
Fred Drake4b7d5a41996-09-11 21:57:40 +0000422buried deep in nested tuples.
Guido van Rossum4b73a061995-10-11 17:30:04 +0000423
Fred Drake19479911998-02-13 06:58:54 +0000424\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000425>>> import parser
426>>> import pprint
427>>> ast = parser.suite(open('docstring.py').read())
428>>> tup = parser.ast2tuple(ast)
429>>> pprint.pprint(tup)
430(257,
431 (264,
432 (265,
433 (266,
434 (267,
435 (307,
436 (287,
437 (288,
438 (289,
439 (290,
440 (292,
441 (293,
442 (294,
443 (295,
444 (296,
445 (297,
446 (298,
447 (299,
448 (300, (3, '"""Some documentation.\012"""'))))))))))))))))),
449 (4, ''))),
450 (4, ''),
451 (0, ''))
Fred Drake19479911998-02-13 06:58:54 +0000452\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000453
Guido van Rossum47478871996-08-21 14:32:37 +0000454The numbers at the first element of each node in the tree are the node
455types; they map directly to terminal and non-terminal symbols in the
456grammar. Unfortunately, they are represented as integers in the
457internal representation, and the Python structures generated do not
Fred Drakeffbe6871999-04-22 21:23:22 +0000458change that. However, the \refmodule{symbol} and \refmodule{token} modules
Guido van Rossum47478871996-08-21 14:32:37 +0000459provide symbolic names for the node types and dictionaries which map
460from the integers to the symbolic names for the node types.
461
462In the output presented above, the outermost tuple contains four
463elements: the integer \code{257} and three additional tuples. Node
Fred Drake88223901998-02-09 20:52:48 +0000464type \code{257} has the symbolic name \constant{file_input}. Each of
Guido van Rossum47478871996-08-21 14:32:37 +0000465these inner tuples contains an integer as the first element; these
466integers, \code{264}, \code{4}, and \code{0}, represent the node types
Fred Drake88223901998-02-09 20:52:48 +0000467\constant{stmt}, \constant{NEWLINE}, and \constant{ENDMARKER},
468respectively.
Guido van Rossum47478871996-08-21 14:32:37 +0000469Note that these values may change depending on the version of Python
470you are using; consult \file{symbol.py} and \file{token.py} for
471details of the mapping. It should be fairly clear that the outermost
472node is related primarily to the input source rather than the contents
Fred Drake88223901998-02-09 20:52:48 +0000473of the file, and may be disregarded for the moment. The \constant{stmt}
Guido van Rossum47478871996-08-21 14:32:37 +0000474node is much more interesting. In particular, all docstrings are
475found in subtrees which are formed exactly as this node is formed,
476with the only difference being the string itself. The association
477between the docstring in a similar tree and the defined entity (class,
478function, or module) which it describes is given by the position of
479the docstring subtree within the tree defining the described
480structure.
481
482By replacing the actual docstring with something to signify a variable
Fred Drake4b7d5a41996-09-11 21:57:40 +0000483component of the tree, we allow a simple pattern matching approach to
484check any given subtree for equivelence to the general pattern for
485docstrings. Since the example demonstrates information extraction, we
486can safely require that the tree be in tuple form rather than list
487form, allowing a simple variable representation to be
488\code{['variable_name']}. A simple recursive function can implement
Guido van Rossum47478871996-08-21 14:32:37 +0000489the pattern matching, returning a boolean and a dictionary of variable
Guido van Rossum8206fb91996-08-26 00:33:29 +0000490name to value mappings. (See file \file{example.py}.)
Guido van Rossum47478871996-08-21 14:32:37 +0000491
Fred Drake19479911998-02-13 06:58:54 +0000492\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000493from types import ListType, TupleType
494
495def match(pattern, data, vars=None):
496 if vars is None:
497 vars = {}
498 if type(pattern) is ListType:
499 vars[pattern[0]] = data
500 return 1, vars
501 if type(pattern) is not TupleType:
502 return (pattern == data), vars
503 if len(data) != len(pattern):
504 return 0, vars
505 for pattern, data in map(None, pattern, data):
506 same, vars = match(pattern, data, vars)
507 if not same:
508 break
509 return same, vars
Fred Drake19479911998-02-13 06:58:54 +0000510\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000511
Fred Drake4b7d5a41996-09-11 21:57:40 +0000512Using this simple representation for syntactic variables and the symbolic
Guido van Rossum8206fb91996-08-26 00:33:29 +0000513node types, the pattern for the candidate docstring subtrees becomes
514fairly readable. (See file \file{example.py}.)
Guido van Rossum47478871996-08-21 14:32:37 +0000515
Fred Drake19479911998-02-13 06:58:54 +0000516\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000517import symbol
518import token
519
520DOCSTRING_STMT_PATTERN = (
521 symbol.stmt,
522 (symbol.simple_stmt,
523 (symbol.small_stmt,
524 (symbol.expr_stmt,
525 (symbol.testlist,
526 (symbol.test,
527 (symbol.and_test,
528 (symbol.not_test,
529 (symbol.comparison,
530 (symbol.expr,
531 (symbol.xor_expr,
532 (symbol.and_expr,
533 (symbol.shift_expr,
534 (symbol.arith_expr,
535 (symbol.term,
536 (symbol.factor,
537 (symbol.power,
538 (symbol.atom,
539 (token.STRING, ['docstring'])
540 )))))))))))))))),
541 (token.NEWLINE, '')
542 ))
Fred Drake19479911998-02-13 06:58:54 +0000543\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000544
Fred Drake88223901998-02-09 20:52:48 +0000545Using the \function{match()} function with this pattern, extracting the
Guido van Rossum47478871996-08-21 14:32:37 +0000546module docstring from the parse tree created previously is easy:
547
Fred Drake19479911998-02-13 06:58:54 +0000548\begin{verbatim}
Guido van Rossum47478871996-08-21 14:32:37 +0000549>>> found, vars = match(DOCSTRING_STMT_PATTERN, tup[1])
550>>> found
5511
552>>> vars
553{'docstring': '"""Some documentation.\012"""'}
Fred Drake19479911998-02-13 06:58:54 +0000554\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000555
Guido van Rossum47478871996-08-21 14:32:37 +0000556Once specific data can be extracted from a location where it is
557expected, the question of where information can be expected
558needs to be answered. When dealing with docstrings, the answer is
Fred Drake88223901998-02-09 20:52:48 +0000559fairly simple: the docstring is the first \constant{stmt} node in a code
560block (\constant{file_input} or \constant{suite} node types). A module
561consists of a single \constant{file_input} node, and class and function
562definitions each contain exactly one \constant{suite} node. Classes and
Guido van Rossum47478871996-08-21 14:32:37 +0000563functions are readily identified as subtrees of code block nodes which
564start with \code{(stmt, (compound_stmt, (classdef, ...} or
565\code{(stmt, (compound_stmt, (funcdef, ...}. Note that these subtrees
Fred Drake88223901998-02-09 20:52:48 +0000566cannot be matched by \function{match()} since it does not support multiple
Guido van Rossum47478871996-08-21 14:32:37 +0000567sibling nodes to match without regard to number. A more elaborate
568matching function could be used to overcome this limitation, but this
569is sufficient for the example.
570
Guido van Rossum8206fb91996-08-26 00:33:29 +0000571Given the ability to determine whether a statement might be a
572docstring and extract the actual string from the statement, some work
573needs to be performed to walk the parse tree for an entire module and
574extract information about the names defined in each context of the
575module and associate any docstrings with the names. The code to
576perform this work is not complicated, but bears some explanation.
577
578The public interface to the classes is straightforward and should
579probably be somewhat more flexible. Each ``major'' block of the
580module is described by an object providing several methods for inquiry
581and a constructor which accepts at least the subtree of the complete
Fred Drakeb0df5671998-02-18 15:59:13 +0000582parse tree which it represents. The \class{ModuleInfo} constructor
583accepts an optional \var{name} parameter since it cannot
Guido van Rossum8206fb91996-08-26 00:33:29 +0000584otherwise determine the name of the module.
585
Fred Drake88223901998-02-09 20:52:48 +0000586The public classes include \class{ClassInfo}, \class{FunctionInfo},
587and \class{ModuleInfo}. All objects provide the
588methods \method{get_name()}, \method{get_docstring()},
589\method{get_class_names()}, and \method{get_class_info()}. The
590\class{ClassInfo} objects support \method{get_method_names()} and
591\method{get_method_info()} while the other classes provide
592\method{get_function_names()} and \method{get_function_info()}.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000593
594Within each of the forms of code block that the public classes
595represent, most of the required information is in the same form and is
Fred Drake4b7d5a41996-09-11 21:57:40 +0000596accessed in the same way, with classes having the distinction that
Guido van Rossum8206fb91996-08-26 00:33:29 +0000597functions defined at the top level are referred to as ``methods.''
598Since the difference in nomenclature reflects a real semantic
Fred Drake4b7d5a41996-09-11 21:57:40 +0000599distinction from functions defined outside of a class, the
600implementation needs to maintain the distinction.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000601Hence, most of the functionality of the public classes can be
Fred Drake88223901998-02-09 20:52:48 +0000602implemented in a common base class, \class{SuiteInfoBase}, with the
Guido van Rossum8206fb91996-08-26 00:33:29 +0000603accessors for function and method information provided elsewhere.
604Note that there is only one class which represents function and method
Fred Drake88223901998-02-09 20:52:48 +0000605information; this parallels the use of the \keyword{def} statement to
Fred Drake4b7d5a41996-09-11 21:57:40 +0000606define both types of elements.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000607
Fred Drake88223901998-02-09 20:52:48 +0000608Most of the accessor functions are declared in \class{SuiteInfoBase}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000609and do not need to be overriden by subclasses. More importantly, the
610extraction of most information from a parse tree is handled through a
Fred Drake88223901998-02-09 20:52:48 +0000611method called by the \class{SuiteInfoBase} constructor. The example
Guido van Rossum8206fb91996-08-26 00:33:29 +0000612code for most of the classes is clear when read alongside the formal
613grammar, but the method which recursively creates new information
614objects requires further examination. Here is the relevant part of
Fred Drake88223901998-02-09 20:52:48 +0000615the \class{SuiteInfoBase} definition from \file{example.py}:
Guido van Rossum8206fb91996-08-26 00:33:29 +0000616
Fred Drake19479911998-02-13 06:58:54 +0000617\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000618class SuiteInfoBase:
619 _docstring = ''
620 _name = ''
621
622 def __init__(self, tree = None):
623 self._class_info = {}
624 self._function_info = {}
625 if tree:
626 self._extract_info(tree)
627
628 def _extract_info(self, tree):
629 # extract docstring
630 if len(tree) == 2:
631 found, vars = match(DOCSTRING_STMT_PATTERN[1], tree[1])
632 else:
633 found, vars = match(DOCSTRING_STMT_PATTERN, tree[3])
634 if found:
635 self._docstring = eval(vars['docstring'])
636 # discover inner definitions
637 for node in tree[1:]:
638 found, vars = match(COMPOUND_STMT_PATTERN, node)
639 if found:
640 cstmt = vars['compound']
641 if cstmt[0] == symbol.funcdef:
642 name = cstmt[2][1]
643 self._function_info[name] = FunctionInfo(cstmt)
644 elif cstmt[0] == symbol.classdef:
645 name = cstmt[2][1]
646 self._class_info[name] = ClassInfo(cstmt)
Fred Drake19479911998-02-13 06:58:54 +0000647\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000648
Guido van Rossum8206fb91996-08-26 00:33:29 +0000649After initializing some internal state, the constructor calls the
Fred Drake88223901998-02-09 20:52:48 +0000650\method{_extract_info()} method. This method performs the bulk of the
Guido van Rossum8206fb91996-08-26 00:33:29 +0000651information extraction which takes place in the entire example. The
652extraction has two distinct phases: the location of the docstring for
653the parse tree passed in, and the discovery of additional definitions
654within the code block represented by the parse tree.
655
Fred Drake88223901998-02-09 20:52:48 +0000656The initial \keyword{if} test determines whether the nested suite is of
Guido van Rossum8206fb91996-08-26 00:33:29 +0000657the ``short form'' or the ``long form.'' The short form is used when
658the code block is on the same line as the definition of the code
659block, as in
660
Fred Drakebbe60681998-01-09 22:24:14 +0000661\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000662def square(x): "Square an argument."; return x ** 2
Fred Drakebbe60681998-01-09 22:24:14 +0000663\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000664
Guido van Rossum8206fb91996-08-26 00:33:29 +0000665while the long form uses an indented block and allows nested
666definitions:
667
Fred Drake19479911998-02-13 06:58:54 +0000668\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000669def make_power(exp):
670 "Make a function that raises an argument to the exponent `exp'."
671 def raiser(x, y=exp):
672 return x ** y
673 return raiser
Fred Drake19479911998-02-13 06:58:54 +0000674\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000675
Guido van Rossum8206fb91996-08-26 00:33:29 +0000676When the short form is used, the code block may contain a docstring as
Fred Drake88223901998-02-09 20:52:48 +0000677the first, and possibly only, \constant{small_stmt} element. The
Guido van Rossum8206fb91996-08-26 00:33:29 +0000678extraction of such a docstring is slightly different and requires only
679a portion of the complete pattern used in the more common case. As
Fred Drake4b7d5a41996-09-11 21:57:40 +0000680implemented, the docstring will only be found if there is only
Fred Drake88223901998-02-09 20:52:48 +0000681one \constant{small_stmt} node in the \constant{simple_stmt} node.
682Since most functions and methods which use the short form do not
683provide a docstring, this may be considered sufficient. The
684extraction of the docstring proceeds using the \function{match()} function
685as described above, and the value of the docstring is stored as an
686attribute of the \class{SuiteInfoBase} object.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000687
Fred Drake4b7d5a41996-09-11 21:57:40 +0000688After docstring extraction, a simple definition discovery
Fred Drake88223901998-02-09 20:52:48 +0000689algorithm operates on the \constant{stmt} nodes of the
690\constant{suite} node. The special case of the short form is not
691tested; since there are no \constant{stmt} nodes in the short form,
692the algorithm will silently skip the single \constant{simple_stmt}
693node and correctly not discover any nested definitions.
Guido van Rossum8206fb91996-08-26 00:33:29 +0000694
Fred Drake4b7d5a41996-09-11 21:57:40 +0000695Each statement in the code block is categorized as
696a class definition, function or method definition, or
Guido van Rossum8206fb91996-08-26 00:33:29 +0000697something else. For the definition statements, the name of the
Fred Drake4b7d5a41996-09-11 21:57:40 +0000698element defined is extracted and a representation object
Guido van Rossum8206fb91996-08-26 00:33:29 +0000699appropriate to the definition is created with the defining subtree
700passed as an argument to the constructor. The repesentation objects
701are stored in instance variables and may be retrieved by name using
702the appropriate accessor methods.
703
704The public classes provide any accessors required which are more
Fred Drake88223901998-02-09 20:52:48 +0000705specific than those provided by the \class{SuiteInfoBase} class, but
Guido van Rossum8206fb91996-08-26 00:33:29 +0000706the real extraction algorithm remains common to all forms of code
707blocks. A high-level function can be used to extract the complete set
Fred Drake4b7d5a41996-09-11 21:57:40 +0000708of information from a source file. (See file \file{example.py}.)
Guido van Rossum8206fb91996-08-26 00:33:29 +0000709
Fred Drake19479911998-02-13 06:58:54 +0000710\begin{verbatim}
Guido van Rossum8206fb91996-08-26 00:33:29 +0000711def get_docs(fileName):
712 source = open(fileName).read()
713 import os
714 basename = os.path.basename(os.path.splitext(fileName)[0])
715 import parser
716 ast = parser.suite(source)
717 tup = parser.ast2tuple(ast)
718 return ModuleInfo(tup, basename)
Fred Drake19479911998-02-13 06:58:54 +0000719\end{verbatim}
Fred Drake5bd7fcc1998-04-03 05:31:45 +0000720
Guido van Rossum8206fb91996-08-26 00:33:29 +0000721This provides an easy-to-use interface to the documentation of a
722module. If information is required which is not extracted by the code
723of this example, the code may be extended at clearly defined points to
724provide additional capabilities.