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  1. from __future__ import absolute_import
  2. import sys, os, pickle, hashlib
  3. from io import open
  4. from .utils import STRING_TYPE, Serialize, SerializeMemoizer, FS, isascii, logger
  5. from .load_grammar import load_grammar
  6. from .tree import Tree
  7. from .common import LexerConf, ParserConf
  8. from .lexer import Lexer, TraditionalLexer, TerminalDef, UnexpectedToken
  9. from .parse_tree_builder import ParseTreeBuilder
  10. from .parser_frontends import get_frontend, _get_lexer_callbacks
  11. from .grammar import Rule
  12. import re
  13. try:
  14. import regex
  15. except ImportError:
  16. regex = None
  17. ###{standalone
  18. class LarkOptions(Serialize):
  19. """Specifies the options for Lark
  20. """
  21. OPTIONS_DOC = """
  22. **=== General Options ===**
  23. start
  24. The start symbol. Either a string, or a list of strings for multiple possible starts (Default: "start")
  25. debug
  26. Display debug information, such as warnings (default: False)
  27. transformer
  28. Applies the transformer to every parse tree (equivlent to applying it after the parse, but faster)
  29. propagate_positions
  30. Propagates (line, column, end_line, end_column) attributes into all tree branches.
  31. maybe_placeholders
  32. When True, the ``[]`` operator returns ``None`` when not matched.
  33. When ``False``, ``[]`` behaves like the ``?`` operator, and returns no value at all.
  34. (default= ``False``. Recommended to set to ``True``)
  35. cache
  36. Cache the results of the Lark grammar analysis, for x2 to x3 faster loading. LALR only for now.
  37. - When ``False``, does nothing (default)
  38. - When ``True``, caches to a temporary file in the local directory
  39. - When given a string, caches to the path pointed by the string
  40. regex
  41. When True, uses the ``regex`` module instead of the stdlib ``re``.
  42. g_regex_flags
  43. Flags that are applied to all terminals (both regex and strings)
  44. keep_all_tokens
  45. Prevent the tree builder from automagically removing "punctuation" tokens (default: False)
  46. tree_class
  47. Lark will produce trees comprised of instances of this class instead of the default ``lark.Tree``.
  48. **=== Algorithm Options ===**
  49. parser
  50. Decides which parser engine to use. Accepts "earley" or "lalr". (Default: "earley").
  51. (there is also a "cyk" option for legacy)
  52. lexer
  53. Decides whether or not to use a lexer stage
  54. - "auto" (default): Choose for me based on the parser
  55. - "standard": Use a standard lexer
  56. - "contextual": Stronger lexer (only works with parser="lalr")
  57. - "dynamic": Flexible and powerful (only with parser="earley")
  58. - "dynamic_complete": Same as dynamic, but tries *every* variation of tokenizing possible.
  59. ambiguity
  60. Decides how to handle ambiguity in the parse. Only relevant if parser="earley"
  61. - "resolve": The parser will automatically choose the simplest derivation
  62. (it chooses consistently: greedy for tokens, non-greedy for rules)
  63. - "explicit": The parser will return all derivations wrapped in "_ambig" tree nodes (i.e. a forest).
  64. - "forest": The parser will return the root of the shared packed parse forest.
  65. **=== Misc. / Domain Specific Options ===**
  66. postlex
  67. Lexer post-processing (Default: None) Only works with the standard and contextual lexers.
  68. priority
  69. How priorities should be evaluated - auto, none, normal, invert (Default: auto)
  70. lexer_callbacks
  71. Dictionary of callbacks for the lexer. May alter tokens during lexing. Use with caution.
  72. use_bytes
  73. Accept an input of type ``bytes`` instead of ``str`` (Python 3 only).
  74. edit_terminals
  75. A callback for editing the terminals before parse.
  76. **=== End Options ===**
  77. """
  78. if __doc__:
  79. __doc__ += OPTIONS_DOC
  80. _defaults = {
  81. 'debug': False,
  82. 'keep_all_tokens': False,
  83. 'tree_class': None,
  84. 'cache': False,
  85. 'postlex': None,
  86. 'parser': 'earley',
  87. 'lexer': 'auto',
  88. 'transformer': None,
  89. 'start': 'start',
  90. 'priority': 'auto',
  91. 'ambiguity': 'auto',
  92. 'regex': False,
  93. 'propagate_positions': False,
  94. 'lexer_callbacks': {},
  95. 'maybe_placeholders': False,
  96. 'edit_terminals': None,
  97. 'g_regex_flags': 0,
  98. 'use_bytes': False,
  99. }
  100. def __init__(self, options_dict):
  101. o = dict(options_dict)
  102. options = {}
  103. for name, default in self._defaults.items():
  104. if name in o:
  105. value = o.pop(name)
  106. if isinstance(default, bool) and name not in ('cache', 'use_bytes'):
  107. value = bool(value)
  108. else:
  109. value = default
  110. options[name] = value
  111. if isinstance(options['start'], STRING_TYPE):
  112. options['start'] = [options['start']]
  113. self.__dict__['options'] = options
  114. assert self.parser in ('earley', 'lalr', 'cyk', None)
  115. if self.parser == 'earley' and self.transformer:
  116. raise ValueError('Cannot specify an embedded transformer when using the Earley algorithm.'
  117. 'Please use your transformer on the resulting parse tree, or use a different algorithm (i.e. LALR)')
  118. if o:
  119. raise ValueError("Unknown options: %s" % o.keys())
  120. def __getattr__(self, name):
  121. try:
  122. return self.options[name]
  123. except KeyError as e:
  124. raise AttributeError(e)
  125. def __setattr__(self, name, value):
  126. assert name in self.options
  127. self.options[name] = value
  128. def serialize(self, memo):
  129. return self.options
  130. @classmethod
  131. def deserialize(cls, data, memo):
  132. return cls(data)
  133. class Lark(Serialize):
  134. """Main interface for the library.
  135. It's mostly a thin wrapper for the many different parsers, and for the tree constructor.
  136. Parameters:
  137. grammar: a string or file-object containing the grammar spec (using Lark's ebnf syntax)
  138. options: a dictionary controlling various aspects of Lark.
  139. Example:
  140. >>> Lark(r'''start: "foo" ''')
  141. Lark(...)
  142. """
  143. def __init__(self, grammar, **options):
  144. self.options = LarkOptions(options)
  145. # Set regex or re module
  146. use_regex = self.options.regex
  147. if use_regex:
  148. if regex:
  149. re_module = regex
  150. else:
  151. raise ImportError('`regex` module must be installed if calling `Lark(regex=True)`.')
  152. else:
  153. re_module = re
  154. # Some, but not all file-like objects have a 'name' attribute
  155. try:
  156. self.source = grammar.name
  157. except AttributeError:
  158. self.source = '<string>'
  159. # Drain file-like objects to get their contents
  160. try:
  161. read = grammar.read
  162. except AttributeError:
  163. pass
  164. else:
  165. grammar = read()
  166. assert isinstance(grammar, STRING_TYPE)
  167. self.grammar_source = grammar
  168. if self.options.use_bytes:
  169. if not isascii(grammar):
  170. raise ValueError("Grammar must be ascii only, when use_bytes=True")
  171. if sys.version_info[0] == 2 and self.options.use_bytes != 'force':
  172. raise NotImplementedError("`use_bytes=True` may have issues on python2."
  173. "Use `use_bytes='force'` to use it at your own risk.")
  174. cache_fn = None
  175. if self.options.cache:
  176. if self.options.parser != 'lalr':
  177. raise NotImplementedError("cache only works with parser='lalr' for now")
  178. if isinstance(self.options.cache, STRING_TYPE):
  179. cache_fn = self.options.cache
  180. else:
  181. if self.options.cache is not True:
  182. raise ValueError("cache argument must be bool or str")
  183. unhashable = ('transformer', 'postlex', 'lexer_callbacks', 'edit_terminals')
  184. from . import __version__
  185. options_str = ''.join(k+str(v) for k, v in options.items() if k not in unhashable)
  186. s = grammar + options_str + __version__
  187. md5 = hashlib.md5(s.encode()).hexdigest()
  188. cache_fn = '.lark_cache_%s.tmp' % md5
  189. if FS.exists(cache_fn):
  190. logger.debug('Loading grammar from cache: %s', cache_fn)
  191. with FS.open(cache_fn, 'rb') as f:
  192. self._load(f, self.options.transformer, self.options.postlex)
  193. return
  194. if self.options.lexer == 'auto':
  195. if self.options.parser == 'lalr':
  196. self.options.lexer = 'contextual'
  197. elif self.options.parser == 'earley':
  198. self.options.lexer = 'dynamic'
  199. elif self.options.parser == 'cyk':
  200. self.options.lexer = 'standard'
  201. else:
  202. assert False, self.options.parser
  203. lexer = self.options.lexer
  204. assert lexer in ('standard', 'contextual', 'dynamic', 'dynamic_complete') or issubclass(lexer, Lexer)
  205. if self.options.ambiguity == 'auto':
  206. if self.options.parser == 'earley':
  207. self.options.ambiguity = 'resolve'
  208. else:
  209. disambig_parsers = ['earley', 'cyk']
  210. assert self.options.parser in disambig_parsers, (
  211. 'Only %s supports disambiguation right now') % ', '.join(disambig_parsers)
  212. if self.options.priority == 'auto':
  213. if self.options.parser in ('earley', 'cyk', ):
  214. self.options.priority = 'normal'
  215. elif self.options.parser in ('lalr', ):
  216. self.options.priority = None
  217. elif self.options.priority in ('invert', 'normal'):
  218. assert self.options.parser in ('earley', 'cyk'), "priorities are not supported for LALR at this time"
  219. assert self.options.priority in ('auto', None, 'normal', 'invert'), 'invalid priority option specified: {}. options are auto, none, normal, invert.'.format(self.options.priority)
  220. assert self.options.ambiguity not in ('resolve__antiscore_sum', ), 'resolve__antiscore_sum has been replaced with the option priority="invert"'
  221. assert self.options.ambiguity in ('resolve', 'explicit', 'forest', 'auto', )
  222. # Parse the grammar file and compose the grammars (TODO)
  223. self.grammar = load_grammar(grammar, self.source, re_module)
  224. # Compile the EBNF grammar into BNF
  225. self.terminals, self.rules, self.ignore_tokens = self.grammar.compile(self.options.start)
  226. if self.options.edit_terminals:
  227. for t in self.terminals:
  228. self.options.edit_terminals(t)
  229. self._terminals_dict = {t.name: t for t in self.terminals}
  230. # If the user asked to invert the priorities, negate them all here.
  231. # This replaces the old 'resolve__antiscore_sum' option.
  232. if self.options.priority == 'invert':
  233. for rule in self.rules:
  234. if rule.options.priority is not None:
  235. rule.options.priority = -rule.options.priority
  236. # Else, if the user asked to disable priorities, strip them from the
  237. # rules. This allows the Earley parsers to skip an extra forest walk
  238. # for improved performance, if you don't need them (or didn't specify any).
  239. elif self.options.priority == None:
  240. for rule in self.rules:
  241. if rule.options.priority is not None:
  242. rule.options.priority = None
  243. # TODO Deprecate lexer_callbacks?
  244. lexer_callbacks = (_get_lexer_callbacks(self.options.transformer, self.terminals)
  245. if self.options.transformer
  246. else {})
  247. lexer_callbacks.update(self.options.lexer_callbacks)
  248. self.lexer_conf = LexerConf(self.terminals, re_module, self.ignore_tokens, self.options.postlex, lexer_callbacks, self.options.g_regex_flags, use_bytes=self.options.use_bytes)
  249. if self.options.parser:
  250. self.parser = self._build_parser()
  251. elif lexer:
  252. self.lexer = self._build_lexer()
  253. if cache_fn:
  254. logger.debug('Saving grammar to cache: %s', cache_fn)
  255. with FS.open(cache_fn, 'wb') as f:
  256. self.save(f)
  257. __doc__ += "\n\n" + LarkOptions.OPTIONS_DOC
  258. __serialize_fields__ = 'parser', 'rules', 'options'
  259. def _build_lexer(self):
  260. return TraditionalLexer(self.lexer_conf)
  261. def _prepare_callbacks(self):
  262. self.parser_class = get_frontend(self.options.parser, self.options.lexer)
  263. self._callbacks = None
  264. # we don't need these callbacks if we aren't building a tree
  265. if self.options.ambiguity != 'forest':
  266. self._parse_tree_builder = ParseTreeBuilder(self.rules, self.options.tree_class or Tree, self.options.propagate_positions, self.options.keep_all_tokens, self.options.parser!='lalr' and self.options.ambiguity=='explicit', self.options.maybe_placeholders)
  267. self._callbacks = self._parse_tree_builder.create_callback(self.options.transformer)
  268. def _build_parser(self):
  269. self._prepare_callbacks()
  270. parser_conf = ParserConf(self.rules, self._callbacks, self.options.start)
  271. return self.parser_class(self.lexer_conf, parser_conf, options=self.options)
  272. def save(self, f):
  273. """Saves the instance into the given file object
  274. Useful for caching and multiprocessing.
  275. """
  276. data, m = self.memo_serialize([TerminalDef, Rule])
  277. pickle.dump({'data': data, 'memo': m}, f)
  278. @classmethod
  279. def load(cls, f):
  280. """Loads an instance from the given file object
  281. Useful for caching and multiprocessing.
  282. """
  283. inst = cls.__new__(cls)
  284. return inst._load(f)
  285. def _load(self, f, transformer=None, postlex=None):
  286. if isinstance(f, dict):
  287. d = f
  288. else:
  289. d = pickle.load(f)
  290. memo = d['memo']
  291. data = d['data']
  292. assert memo
  293. memo = SerializeMemoizer.deserialize(memo, {'Rule': Rule, 'TerminalDef': TerminalDef}, {})
  294. options = dict(data['options'])
  295. if transformer is not None:
  296. options['transformer'] = transformer
  297. if postlex is not None:
  298. options['postlex'] = postlex
  299. self.options = LarkOptions.deserialize(options, memo)
  300. re_module = regex if self.options.regex else re
  301. self.rules = [Rule.deserialize(r, memo) for r in data['rules']]
  302. self.source = '<deserialized>'
  303. self._prepare_callbacks()
  304. self.parser = self.parser_class.deserialize(
  305. data['parser'],
  306. memo,
  307. self._callbacks,
  308. self.options.postlex,
  309. self.options.transformer,
  310. re_module
  311. )
  312. self.terminals = self.parser.lexer_conf.tokens
  313. self._terminals_dict = {t.name: t for t in self.terminals}
  314. return self
  315. @classmethod
  316. def _load_from_dict(cls, data, memo, transformer=None, postlex=None):
  317. inst = cls.__new__(cls)
  318. return inst._load({'data': data, 'memo': memo}, transformer, postlex)
  319. @classmethod
  320. def open(cls, grammar_filename, rel_to=None, **options):
  321. """Create an instance of Lark with the grammar given by its filename
  322. If ``rel_to`` is provided, the function will find the grammar filename in relation to it.
  323. Example:
  324. >>> Lark.open("grammar_file.lark", rel_to=__file__, parser="lalr")
  325. Lark(...)
  326. """
  327. if rel_to:
  328. basepath = os.path.dirname(rel_to)
  329. grammar_filename = os.path.join(basepath, grammar_filename)
  330. with open(grammar_filename, encoding='utf8') as f:
  331. return cls(f, **options)
  332. def __repr__(self):
  333. return 'Lark(open(%r), parser=%r, lexer=%r, ...)' % (self.source, self.options.parser, self.options.lexer)
  334. def lex(self, text):
  335. "Only lex (and postlex) the text, without parsing it. Only relevant when lexer='standard'"
  336. if not hasattr(self, 'lexer'):
  337. self.lexer = self._build_lexer()
  338. stream = self.lexer.lex(text)
  339. if self.options.postlex:
  340. return self.options.postlex.process(stream)
  341. return stream
  342. def get_terminal(self, name):
  343. "Get information about a terminal"
  344. return self._terminals_dict[name]
  345. def parse(self, text, start=None, on_error=None):
  346. """Parse the given text, according to the options provided.
  347. Parameters:
  348. text (str): Text to be parsed.
  349. start (str, optional): Required if Lark was given multiple possible start symbols (using the start option).
  350. on_error (function, optional): if provided, will be called on UnexpectedToken error. Return true to resume parsing.
  351. LALR only. See examples/error_puppet.py for an example of how to use on_error.
  352. Returns:
  353. If a transformer is supplied to ``__init__``, returns whatever is the
  354. result of the transformation. Otherwise, returns a Tree instance.
  355. """
  356. try:
  357. return self.parser.parse(text, start=start)
  358. except UnexpectedToken as e:
  359. if on_error is None:
  360. raise
  361. while True:
  362. if not on_error(e):
  363. raise e
  364. try:
  365. return e.puppet.resume_parse()
  366. except UnexpectedToken as e2:
  367. if e.token.type == e2.token.type == '$END' and e.puppet == e2.puppet:
  368. # Prevent infinite loop
  369. raise e2
  370. e = e2
  371. ###}