1 | \section{\module{parser} ---
|
---|
2 | Access Python parse trees}
|
---|
3 |
|
---|
4 | % Copyright 1995 Virginia Polytechnic Institute and State University
|
---|
5 | % and Fred L. Drake, Jr. This copyright notice must be distributed on
|
---|
6 | % all copies, but this document otherwise may be distributed as part
|
---|
7 | % of the Python distribution. No fee may be charged for this document
|
---|
8 | % in any representation, either on paper or electronically. This
|
---|
9 | % restriction does not affect other elements in a distributed package
|
---|
10 | % in any way.
|
---|
11 |
|
---|
12 | \declaremodule{builtin}{parser}
|
---|
13 | \modulesynopsis{Access parse trees for Python source code.}
|
---|
14 | \moduleauthor{Fred L. Drake, Jr.}{fdrake@acm.org}
|
---|
15 | \sectionauthor{Fred L. Drake, Jr.}{fdrake@acm.org}
|
---|
16 |
|
---|
17 |
|
---|
18 | \index{parsing!Python source code}
|
---|
19 |
|
---|
20 | The \module{parser} module provides an interface to Python's internal
|
---|
21 | parser and byte-code compiler. The primary purpose for this interface
|
---|
22 | is to allow Python code to edit the parse tree of a Python expression
|
---|
23 | and create executable code from this. This is better than trying
|
---|
24 | to parse and modify an arbitrary Python code fragment as a string
|
---|
25 | because parsing is performed in a manner identical to the code
|
---|
26 | forming the application. It is also faster.
|
---|
27 |
|
---|
28 | There are a few things to note about this module which are important
|
---|
29 | to making use of the data structures created. This is not a tutorial
|
---|
30 | on editing the parse trees for Python code, but some examples of using
|
---|
31 | the \module{parser} module are presented.
|
---|
32 |
|
---|
33 | Most importantly, a good understanding of the Python grammar processed
|
---|
34 | by the internal parser is required. For full information on the
|
---|
35 | language syntax, refer to the \citetitle[../ref/ref.html]{Python
|
---|
36 | Language Reference}. The parser itself is created from a grammar
|
---|
37 | specification defined in the file \file{Grammar/Grammar} in the
|
---|
38 | standard Python distribution. The parse trees stored in the AST
|
---|
39 | objects created by this module are the actual output from the internal
|
---|
40 | parser when created by the \function{expr()} or \function{suite()}
|
---|
41 | functions, described below. The AST objects created by
|
---|
42 | \function{sequence2ast()} faithfully simulate those structures. Be
|
---|
43 | aware that the values of the sequences which are considered
|
---|
44 | ``correct'' will vary from one version of Python to another as the
|
---|
45 | formal grammar for the language is revised. However, transporting
|
---|
46 | code from one Python version to another as source text will always
|
---|
47 | allow correct parse trees to be created in the target version, with
|
---|
48 | the only restriction being that migrating to an older version of the
|
---|
49 | interpreter will not support more recent language constructs. The
|
---|
50 | parse trees are not typically compatible from one version to another,
|
---|
51 | whereas source code has always been forward-compatible.
|
---|
52 |
|
---|
53 | Each element of the sequences returned by \function{ast2list()} or
|
---|
54 | \function{ast2tuple()} has a simple form. Sequences representing
|
---|
55 | non-terminal elements in the grammar always have a length greater than
|
---|
56 | one. The first element is an integer which identifies a production in
|
---|
57 | the grammar. These integers are given symbolic names in the C header
|
---|
58 | file \file{Include/graminit.h} and the Python module
|
---|
59 | \refmodule{symbol}. Each additional element of the sequence represents
|
---|
60 | a component of the production as recognized in the input string: these
|
---|
61 | are always sequences which have the same form as the parent. An
|
---|
62 | important aspect of this structure which should be noted is that
|
---|
63 | keywords used to identify the parent node type, such as the keyword
|
---|
64 | \keyword{if} in an \constant{if_stmt}, are included in the node tree without
|
---|
65 | any special treatment. For example, the \keyword{if} keyword is
|
---|
66 | represented by the tuple \code{(1, 'if')}, where \code{1} is the
|
---|
67 | numeric value associated with all \constant{NAME} tokens, including
|
---|
68 | variable and function names defined by the user. In an alternate form
|
---|
69 | returned when line number information is requested, the same token
|
---|
70 | might be represented as \code{(1, 'if', 12)}, where the \code{12}
|
---|
71 | represents the line number at which the terminal symbol was found.
|
---|
72 |
|
---|
73 | Terminal elements are represented in much the same way, but without
|
---|
74 | any child elements and the addition of the source text which was
|
---|
75 | identified. The example of the \keyword{if} keyword above is
|
---|
76 | representative. The various types of terminal symbols are defined in
|
---|
77 | the C header file \file{Include/token.h} and the Python module
|
---|
78 | \refmodule{token}.
|
---|
79 |
|
---|
80 | The AST objects are not required to support the functionality of this
|
---|
81 | module, but are provided for three purposes: to allow an application
|
---|
82 | to amortize the cost of processing complex parse trees, to provide a
|
---|
83 | parse tree representation which conserves memory space when compared
|
---|
84 | to the Python list or tuple representation, and to ease the creation
|
---|
85 | of additional modules in C which manipulate parse trees. A simple
|
---|
86 | ``wrapper'' class may be created in Python to hide the use of AST
|
---|
87 | objects.
|
---|
88 |
|
---|
89 | The \module{parser} module defines functions for a few distinct
|
---|
90 | purposes. The most important purposes are to create AST objects and
|
---|
91 | to convert AST objects to other representations such as parse trees
|
---|
92 | and compiled code objects, but there are also functions which serve to
|
---|
93 | query the type of parse tree represented by an AST object.
|
---|
94 |
|
---|
95 |
|
---|
96 | \begin{seealso}
|
---|
97 | \seemodule{symbol}{Useful constants representing internal nodes of
|
---|
98 | the parse tree.}
|
---|
99 | \seemodule{token}{Useful constants representing leaf nodes of the
|
---|
100 | parse tree and functions for testing node values.}
|
---|
101 | \end{seealso}
|
---|
102 |
|
---|
103 |
|
---|
104 | \subsection{Creating AST Objects \label{Creating ASTs}}
|
---|
105 |
|
---|
106 | AST objects may be created from source code or from a parse tree.
|
---|
107 | When creating an AST object from source, different functions are used
|
---|
108 | to create the \code{'eval'} and \code{'exec'} forms.
|
---|
109 |
|
---|
110 | \begin{funcdesc}{expr}{source}
|
---|
111 | The \function{expr()} function parses the parameter \var{source}
|
---|
112 | as if it were an input to \samp{compile(\var{source}, 'file.py',
|
---|
113 | 'eval')}. If the parse succeeds, an AST object is created to hold the
|
---|
114 | internal parse tree representation, otherwise an appropriate exception
|
---|
115 | is thrown.
|
---|
116 | \end{funcdesc}
|
---|
117 |
|
---|
118 | \begin{funcdesc}{suite}{source}
|
---|
119 | The \function{suite()} function parses the parameter \var{source}
|
---|
120 | as if it were an input to \samp{compile(\var{source}, 'file.py',
|
---|
121 | 'exec')}. If the parse succeeds, an AST object is created to hold the
|
---|
122 | internal parse tree representation, otherwise an appropriate exception
|
---|
123 | is thrown.
|
---|
124 | \end{funcdesc}
|
---|
125 |
|
---|
126 | \begin{funcdesc}{sequence2ast}{sequence}
|
---|
127 | This function accepts a parse tree represented as a sequence and
|
---|
128 | builds an internal representation if possible. If it can validate
|
---|
129 | that the tree conforms to the Python grammar and all nodes are valid
|
---|
130 | node types in the host version of Python, an AST object is created
|
---|
131 | from the internal representation and returned to the called. If there
|
---|
132 | is a problem creating the internal representation, or if the tree
|
---|
133 | cannot be validated, a \exception{ParserError} exception is thrown. An AST
|
---|
134 | object created this way should not be assumed to compile correctly;
|
---|
135 | normal exceptions thrown by compilation may still be initiated when
|
---|
136 | the AST object is passed to \function{compileast()}. This may indicate
|
---|
137 | problems not related to syntax (such as a \exception{MemoryError}
|
---|
138 | exception), but may also be due to constructs such as the result of
|
---|
139 | parsing \code{del f(0)}, which escapes the Python parser but is
|
---|
140 | checked by the bytecode compiler.
|
---|
141 |
|
---|
142 | Sequences representing terminal tokens may be represented as either
|
---|
143 | two-element lists of the form \code{(1, 'name')} or as three-element
|
---|
144 | lists of the form \code{(1, 'name', 56)}. If the third element is
|
---|
145 | present, it is assumed to be a valid line number. The line number
|
---|
146 | may be specified for any subset of the terminal symbols in the input
|
---|
147 | tree.
|
---|
148 | \end{funcdesc}
|
---|
149 |
|
---|
150 | \begin{funcdesc}{tuple2ast}{sequence}
|
---|
151 | This is the same function as \function{sequence2ast()}. This entry point
|
---|
152 | is maintained for backward compatibility.
|
---|
153 | \end{funcdesc}
|
---|
154 |
|
---|
155 |
|
---|
156 | \subsection{Converting AST Objects \label{Converting ASTs}}
|
---|
157 |
|
---|
158 | AST objects, regardless of the input used to create them, may be
|
---|
159 | converted to parse trees represented as list- or tuple- trees, or may
|
---|
160 | be compiled into executable code objects. Parse trees may be
|
---|
161 | extracted with or without line numbering information.
|
---|
162 |
|
---|
163 | \begin{funcdesc}{ast2list}{ast\optional{, line_info}}
|
---|
164 | This function accepts an AST object from the caller in
|
---|
165 | \var{ast} and returns a Python list representing the
|
---|
166 | equivalent parse tree. The resulting list representation can be used
|
---|
167 | for inspection or the creation of a new parse tree in list form. This
|
---|
168 | function does not fail so long as memory is available to build the
|
---|
169 | list representation. If the parse tree will only be used for
|
---|
170 | inspection, \function{ast2tuple()} should be used instead to reduce memory
|
---|
171 | consumption and fragmentation. When the list representation is
|
---|
172 | required, this function is significantly faster than retrieving a
|
---|
173 | tuple representation and converting that to nested lists.
|
---|
174 |
|
---|
175 | If \var{line_info} is true, line number information will be
|
---|
176 | included for all terminal tokens as a third element of the list
|
---|
177 | representing the token. Note that the line number provided specifies
|
---|
178 | the line on which the token \emph{ends}. This information is
|
---|
179 | omitted if the flag is false or omitted.
|
---|
180 | \end{funcdesc}
|
---|
181 |
|
---|
182 | \begin{funcdesc}{ast2tuple}{ast\optional{, line_info}}
|
---|
183 | This function accepts an AST object from the caller in
|
---|
184 | \var{ast} and returns a Python tuple representing the
|
---|
185 | equivalent parse tree. Other than returning a tuple instead of a
|
---|
186 | list, this function is identical to \function{ast2list()}.
|
---|
187 |
|
---|
188 | If \var{line_info} is true, line number information will be
|
---|
189 | included for all terminal tokens as a third element of the list
|
---|
190 | representing the token. This information is omitted if the flag is
|
---|
191 | false or omitted.
|
---|
192 | \end{funcdesc}
|
---|
193 |
|
---|
194 | \begin{funcdesc}{compileast}{ast\optional{, filename\code{ = '<ast>'}}}
|
---|
195 | The Python byte compiler can be invoked on an AST object to produce
|
---|
196 | code objects which can be used as part of an \keyword{exec} statement or
|
---|
197 | a call to the built-in \function{eval()}\bifuncindex{eval} function.
|
---|
198 | This function provides the interface to the compiler, passing the
|
---|
199 | internal parse tree from \var{ast} to the parser, using the
|
---|
200 | source file name specified by the \var{filename} parameter.
|
---|
201 | The default value supplied for \var{filename} indicates that
|
---|
202 | the source was an AST object.
|
---|
203 |
|
---|
204 | Compiling an AST object may result in exceptions related to
|
---|
205 | compilation; an example would be a \exception{SyntaxError} caused by the
|
---|
206 | parse tree for \code{del f(0)}: this statement is considered legal
|
---|
207 | within the formal grammar for Python but is not a legal language
|
---|
208 | construct. The \exception{SyntaxError} raised for this condition is
|
---|
209 | actually generated by the Python byte-compiler normally, which is why
|
---|
210 | it can be raised at this point by the \module{parser} module. Most
|
---|
211 | causes of compilation failure can be diagnosed programmatically by
|
---|
212 | inspection of the parse tree.
|
---|
213 | \end{funcdesc}
|
---|
214 |
|
---|
215 |
|
---|
216 | \subsection{Queries on AST Objects \label{Querying ASTs}}
|
---|
217 |
|
---|
218 | Two functions are provided which allow an application to determine if
|
---|
219 | an AST was created as an expression or a suite. Neither of these
|
---|
220 | functions can be used to determine if an AST was created from source
|
---|
221 | code via \function{expr()} or \function{suite()} or from a parse tree
|
---|
222 | via \function{sequence2ast()}.
|
---|
223 |
|
---|
224 | \begin{funcdesc}{isexpr}{ast}
|
---|
225 | When \var{ast} represents an \code{'eval'} form, this function
|
---|
226 | returns true, otherwise it returns false. This is useful, since code
|
---|
227 | objects normally cannot be queried for this information using existing
|
---|
228 | built-in functions. Note that the code objects created by
|
---|
229 | \function{compileast()} cannot be queried like this either, and are
|
---|
230 | identical to those created by the built-in
|
---|
231 | \function{compile()}\bifuncindex{compile} function.
|
---|
232 | \end{funcdesc}
|
---|
233 |
|
---|
234 |
|
---|
235 | \begin{funcdesc}{issuite}{ast}
|
---|
236 | This function mirrors \function{isexpr()} in that it reports whether an
|
---|
237 | AST object represents an \code{'exec'} form, commonly known as a
|
---|
238 | ``suite.'' It is not safe to assume that this function is equivalent
|
---|
239 | to \samp{not isexpr(\var{ast})}, as additional syntactic fragments may
|
---|
240 | be supported in the future.
|
---|
241 | \end{funcdesc}
|
---|
242 |
|
---|
243 |
|
---|
244 | \subsection{Exceptions and Error Handling \label{AST Errors}}
|
---|
245 |
|
---|
246 | The parser module defines a single exception, but may also pass other
|
---|
247 | built-in exceptions from other portions of the Python runtime
|
---|
248 | environment. See each function for information about the exceptions
|
---|
249 | it can raise.
|
---|
250 |
|
---|
251 | \begin{excdesc}{ParserError}
|
---|
252 | Exception raised when a failure occurs within the parser module. This
|
---|
253 | is generally produced for validation failures rather than the built in
|
---|
254 | \exception{SyntaxError} thrown during normal parsing.
|
---|
255 | The exception argument is either a string describing the reason of the
|
---|
256 | failure or a tuple containing a sequence causing the failure from a parse
|
---|
257 | tree passed to \function{sequence2ast()} and an explanatory string. Calls to
|
---|
258 | \function{sequence2ast()} need to be able to handle either type of exception,
|
---|
259 | while calls to other functions in the module will only need to be
|
---|
260 | aware of the simple string values.
|
---|
261 | \end{excdesc}
|
---|
262 |
|
---|
263 | Note that the functions \function{compileast()}, \function{expr()}, and
|
---|
264 | \function{suite()} may throw exceptions which are normally thrown by the
|
---|
265 | parsing and compilation process. These include the built in
|
---|
266 | exceptions \exception{MemoryError}, \exception{OverflowError},
|
---|
267 | \exception{SyntaxError}, and \exception{SystemError}. In these cases, these
|
---|
268 | exceptions carry all the meaning normally associated with them. Refer
|
---|
269 | to the descriptions of each function for detailed information.
|
---|
270 |
|
---|
271 |
|
---|
272 | \subsection{AST Objects \label{AST Objects}}
|
---|
273 |
|
---|
274 | Ordered and equality comparisons are supported between AST objects.
|
---|
275 | Pickling of AST objects (using the \refmodule{pickle} module) is also
|
---|
276 | supported.
|
---|
277 |
|
---|
278 | \begin{datadesc}{ASTType}
|
---|
279 | The type of the objects returned by \function{expr()},
|
---|
280 | \function{suite()} and \function{sequence2ast()}.
|
---|
281 | \end{datadesc}
|
---|
282 |
|
---|
283 |
|
---|
284 | AST objects have the following methods:
|
---|
285 |
|
---|
286 |
|
---|
287 | \begin{methoddesc}[AST]{compile}{\optional{filename}}
|
---|
288 | Same as \code{compileast(\var{ast}, \var{filename})}.
|
---|
289 | \end{methoddesc}
|
---|
290 |
|
---|
291 | \begin{methoddesc}[AST]{isexpr}{}
|
---|
292 | Same as \code{isexpr(\var{ast})}.
|
---|
293 | \end{methoddesc}
|
---|
294 |
|
---|
295 | \begin{methoddesc}[AST]{issuite}{}
|
---|
296 | Same as \code{issuite(\var{ast})}.
|
---|
297 | \end{methoddesc}
|
---|
298 |
|
---|
299 | \begin{methoddesc}[AST]{tolist}{\optional{line_info}}
|
---|
300 | Same as \code{ast2list(\var{ast}, \var{line_info})}.
|
---|
301 | \end{methoddesc}
|
---|
302 |
|
---|
303 | \begin{methoddesc}[AST]{totuple}{\optional{line_info}}
|
---|
304 | Same as \code{ast2tuple(\var{ast}, \var{line_info})}.
|
---|
305 | \end{methoddesc}
|
---|
306 |
|
---|
307 |
|
---|
308 | \subsection{Examples \label{AST Examples}}
|
---|
309 |
|
---|
310 | The parser modules allows operations to be performed on the parse tree
|
---|
311 | of Python source code before the bytecode is generated, and provides
|
---|
312 | for inspection of the parse tree for information gathering purposes.
|
---|
313 | Two examples are presented. The simple example demonstrates emulation
|
---|
314 | of the \function{compile()}\bifuncindex{compile} built-in function and
|
---|
315 | the complex example shows the use of a parse tree for information
|
---|
316 | discovery.
|
---|
317 |
|
---|
318 | \subsubsection{Emulation of \function{compile()}}
|
---|
319 |
|
---|
320 | While many useful operations may take place between parsing and
|
---|
321 | bytecode generation, the simplest operation is to do nothing. For
|
---|
322 | this purpose, using the \module{parser} module to produce an
|
---|
323 | intermediate data structure is equivalent to the code
|
---|
324 |
|
---|
325 | \begin{verbatim}
|
---|
326 | >>> code = compile('a + 5', 'file.py', 'eval')
|
---|
327 | >>> a = 5
|
---|
328 | >>> eval(code)
|
---|
329 | 10
|
---|
330 | \end{verbatim}
|
---|
331 |
|
---|
332 | The equivalent operation using the \module{parser} module is somewhat
|
---|
333 | longer, and allows the intermediate internal parse tree to be retained
|
---|
334 | as an AST object:
|
---|
335 |
|
---|
336 | \begin{verbatim}
|
---|
337 | >>> import parser
|
---|
338 | >>> ast = parser.expr('a + 5')
|
---|
339 | >>> code = ast.compile('file.py')
|
---|
340 | >>> a = 5
|
---|
341 | >>> eval(code)
|
---|
342 | 10
|
---|
343 | \end{verbatim}
|
---|
344 |
|
---|
345 | An application which needs both AST and code objects can package this
|
---|
346 | code into readily available functions:
|
---|
347 |
|
---|
348 | \begin{verbatim}
|
---|
349 | import parser
|
---|
350 |
|
---|
351 | def load_suite(source_string):
|
---|
352 | ast = parser.suite(source_string)
|
---|
353 | return ast, ast.compile()
|
---|
354 |
|
---|
355 | def load_expression(source_string):
|
---|
356 | ast = parser.expr(source_string)
|
---|
357 | return ast, ast.compile()
|
---|
358 | \end{verbatim}
|
---|
359 |
|
---|
360 | \subsubsection{Information Discovery}
|
---|
361 |
|
---|
362 | Some applications benefit from direct access to the parse tree. The
|
---|
363 | remainder of this section demonstrates how the parse tree provides
|
---|
364 | access to module documentation defined in
|
---|
365 | docstrings\index{string!documentation}\index{docstrings} without
|
---|
366 | requiring that the code being examined be loaded into a running
|
---|
367 | interpreter via \keyword{import}. This can be very useful for
|
---|
368 | performing analyses of untrusted code.
|
---|
369 |
|
---|
370 | Generally, the example will demonstrate how the parse tree may be
|
---|
371 | traversed to distill interesting information. Two functions and a set
|
---|
372 | of classes are developed which provide programmatic access to high
|
---|
373 | level function and class definitions provided by a module. The
|
---|
374 | classes extract information from the parse tree and provide access to
|
---|
375 | the information at a useful semantic level, one function provides a
|
---|
376 | simple low-level pattern matching capability, and the other function
|
---|
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.
|
---|