# A Boneless Datastructure Language # Copyright (C) 2019-2020 Soni L. # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU Affero General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Affero General Public License for more details. # # You should have received a copy of the GNU Affero General Public License # along with this program. If not, see . """A Boneless Datastructure Language, version 2.1.0. ABDL expressions are regex-like constructs for matching and validating object structures. They can be used with JSON and similar formats, and even self-referential data structures. Language Reference: ABDL expressions have the ability to iterate, index, validate and filter data structures, through the use of the syntax elements below. Syntax Elements of ABDL Expressions: An arrow is ``->`` and indicates indexing/iteration (Mappings, Sequences, Sets). Whether indexing or iteration is used is defined by the elements that follow, with iteration being used by default. A variable is a sequence of alphanumeric characters, not starting with a digit. A ``(key, value)`` tuple containing the respective matched element will be identified by this name in the results dict. A literal is a sequence of characters delimited by ``'``, optionally followed by ``?``, with ``%`` as the escape character, and defines a string-keyed indexing operation. A literal can contain any character, except unescaped ``%`` or ``'`` symbols, which must be escaped as ``%%`` and ``%'``, respectively. The sequence of characters defined by a literal is used as the string object in the indexing operation. A parameter is ``$``, optionally followed by ``?``, followed by a sequence of alphanumeric characters, not starting with a digit, and defines an object-keyed indexing operation. The sequence of characters defined by a parameter is used to retrieve, from the pattern's definitions, the object to be used in the indexing operation. A regex is a sequence of characters delimited by ``/``, optionally followed by ``?``, with ``%`` as the escape character. A regex can contain any character, except unescaped ``%`` or ``/`` symbols, which must be escaped as ``%%`` and ``%/``, respectively. The sequence of characters defined by a regex is passed to the ``re`` module, which may apply further restrictions on the characters used, and is used to accept the respective keys processed by the iterator. A predicate is ``:``, optionally followed by ``?``, followed by an ``$`` and a sequence of alphanumeric characters, not starting with a digit, and is used to accept values to be processed based on an external ``abdl.predicates.Predicate``, type (through ``abdl.predicates.IsInstance``), or tuple (through ``abdl.predicates.Union``). A key match is an ABDL expression (including, but not limited to, the empty ABDL expression) enclosed within ``[`` and ``]``, optionally prefixed with one or more predicates, and applies the enclosed predicates and ABDL expression to the key (or index) being processed. A key match enables additional validation of keys and/or extraction of values from keys, and accepts a key if and only if the enclosed predicates accept the key and the enclosed expression matches the key. A subvalue is an ABDL expression (including, but not limited to, the empty ABDL expression) enclosed within ``(`` and ``)``, and applies the enclosed ABDL expression to the value (or index) being processed. A subvalue enables the ability to match multiple values on the same object, and accepts a value if and only the enclosed expression matches the value. Some syntax elements can be validating or non-validating. Validating syntax elements will raise a :py:exc:`abdl.ValidationError` whenever a non-accepted element is encountered, whereas non-validating ones will skip them. Whether an element is validating is determined by the absence of an optional ``?`` in the documented position. Note that it is possible for a validating syntax element to still yield results before raising a :py:exc:`abdl.ValidationError`, so one needs to be careful when writing code where such behaviour could result in a security vulnerability. Syntax of ABDL Expressions: ABDL Expressions follow the given syntax, in (pseudo-)extended BNF:: abdlexpression ::= {arrow tag} {subvalue} tag ::= identifier [arg] {predicate} | arg {predicate} arg ::= parameter | literal | regex | keymatch arrow ::= '->' keymatch ::= '[' {predicate} abdlexpression ']' subvalue ::= '(' {predicate} abdlexpression ')' For a description of the terminals "parameter", "literal", "regex" and "predicate", see "Syntax Elements of ABDL Expressions" above. Examples: A simple (and yet unnecessarily complicated) by-value list and dict iterator: >>> import abdl >>> for m in abdl.match("->X", [1, 2, 3]): ... print(m['X'][1]) 1 2 3 >>> for m in abdl.match("->X", {'a': 1, 'b': 2, 'c': 3}): ... print(m['X'][1]) 1 2 3 A not so simple nested dict iterator: >>> import abdl >>> for m in abdl.match("->X:?$dict->Y", {"foo": 1, "bar": {"baz": 2}}, {'dict': dict}): ... print(m['X'][0], m['Y'][0], m['Y'][1]) bar baz 2 (If ``:?$dict`` wasn't present, a TypeError would be raised when trying to iterate the ``1`` from ``"foo": 1``.) Extracting data from non-flat config files: >>> import abdl >>> pat = abdl.compile('''-> 'projects'? ... -> commit /[0-9a-fA-F]{40}|[0-9a-fA-F]{64}/? :?$dict ... -> url :?$dict ... -> branch :?$dict''', {'dict': dict}) >>> data = {"projects": { ... "385e734a52e13949a7a5c71827f6de920dbfea43": { ... "https://soniex2.autistic.space/git-repos/ganarchy.git": {"HEAD": {"active": True}} ... } ... }} >>> for m in pat.match(data): ... print(m['commit'][0], m['url'][0], m['branch'][0], m['branch'][1]) 385e734a52e13949a7a5c71827f6de920dbfea43 https://soniex2.autistic.space/git-repos/ganarchy.git HEAD {'active': True} """ import re from collections.abc import Mapping, Sequence, Iterator, Set from abdl import _parser from abdl import _vm from abdl import exceptions # backwards compatibility TODO: remove in 3.0.0 from abdl.exceptions import ValidationError, DeprecationError, PatternError class Pattern: """A compiled pattern object. Warning: Do not create instances of this class manually. Use :py:func:`abdl.compile`. """ def __init__(self, pattern, defs): try: self._ops = _parser.BUILT_SYNTAX.parseString(pattern) except exceptions.PatternError as e: e._normalize(pattern, defs) raise else: self._params = [] for op in self._ops: op.collect_params(self._params) self._defs = {param: defs[param] for param in self._params} def match(self, obj): """Matches this compiled pattern against the given object. Args: obj: The object to match against. Returns: An iterator. This iterator yields ``(key, value)`` pairs wrapped in a dict for each variable in the pattern. """ return _vm.match_helper(self._ops, self._defs, obj) def compile(pattern, defs={}): """Compiles the pattern and returns a compiled :py:class:`abdl.Pattern` object. Args: pattern (str): The pattern. Refer to module-level documentation for pattern syntax. defs (dict): The parameter list. Used by parameters in the pattern. Returns: Pattern: A compiled pattern object. """ # TODO caching return Pattern(pattern, defs) def match(pattern, obj, defs={}): """Matches the pattern against the given obj. This method is equivalent to ``abdl.compile(pattern, defs).match(obj)``. Args: pattern (str): The pattern. Refer to module-level documentation for pattern syntax. obj: The object to match against. defs (dict): The parameter list. Used by parameters in the pattern. Returns: An iterator. This iterator yields ``(key, value)`` pairs wrapped in a dict for each variable in the pattern. """ return compile(pattern, defs).match(obj)