Mercurial > repos > bimib > cobraxy
diff COBRAxy/utils/rule_parsing.py @ 4:41f35c2f0c7b draft
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author | luca_milaz |
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date | Wed, 18 Sep 2024 10:59:10 +0000 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/COBRAxy/utils/rule_parsing.py Wed Sep 18 10:59:10 2024 +0000 @@ -0,0 +1,243 @@ +from enum import Enum +import utils.general_utils as utils +from typing import List, Union, Optional + +class RuleErr(utils.CustomErr): + """ + CustomErr subclass for rule syntax errors. + """ + errName = "Rule Syntax Error" + def __init__(self, rule :str, msg = "no further details provided") -> None: + super().__init__( + f"rule \"{rule}\" is malformed, {msg}", + "please verify your input follows the validity guidelines") + +class RuleOp(Enum): + """ + Encodes all operators valid in gene rules. + """ + OR = "or" + AND = "and" + + @classmethod + def isOperator(cls, op :str) -> bool: + return op.upper() in cls.__members__ + + def __str__(self) -> str: return self.value + +class OpList(List[Union[str, "OpList"]]): + """ + Represents a parsed rule and each of its nesting levels, including the operator that level uses. + """ + def __init__(self, op :Optional[RuleOp] = None) -> None: + """ + (Private) Initializes an instance of OpList. + + Args: + op (str): Operator to be assigned to the OpList. Defaults to "". + + Returns: + None : practically, an OpList instance. + """ + self.op = op + + def setOpIfMissing(self, op :RuleOp) -> None: + """ + Sets the operator of the OpList if it's missing. + + Args: + op (str): Operator to be assigned to the OpList. + + Returns: + None + """ + if not self.op: self.op = op + + def __repr__(self, indent = "") -> str: + """ + (Private) Returns a string representation of the current OpList instance. + + Args: + indent (str): Indentation level . Defaults to "". + + Returns: + str: A string representation of the current OpList instance. + """ + nextIndent = indent + " " + return f"<{self.op}>[\n" + ",\n".join([ + f"{nextIndent}{item.__repr__(nextIndent) if isinstance(item, OpList) else item}" + for item in self ]) + f"\n{indent}]" + +class RuleStack: + """ + FILO stack structure to save the intermediate representation of a Rule during parsing, with the + current nesting level at the top of the stack. + """ + def __init__(self) -> None: + """ + (Private) initializes an instance of RuleStack. + + Returns: + None : practically, a RuleStack instance. + """ + self.__stack = [OpList()] # the stack starts out with the result list already allocated + self.__updateCurrent() + + def pop(self) -> None: + """ + Removes the OpList on top of the stack, also flattening it once when possible. + + Side Effects: + self : mut + + Returns: + None + """ + oldTop = self.__stack.pop() + if len(oldTop) == 1 and isinstance(oldTop[0], OpList): self.__stack[-1][-1] = oldTop[0] + self.__updateCurrent() + + def push(self, operator = "") -> None: + """ + Adds a new nesting level, in the form of a new OpList on top of the stack. + + Args: + operator : the operator assigned to the new OpList. + + Side Effects: + self : mut + + Returns: + None + """ + newLevel = OpList(operator) + self.current.append(newLevel) + self.__stack.append(newLevel) + self.__updateCurrent() + + def popForward(self) -> None: + """ + Moves the last "actual" item from the 2nd to last list to the beginning of the top list, as per + the example below: + stack : [list_a, list_b] + list_a : [item1, item2, list_b] --> [item1, list_b] + list_b : [item3, item4] --> [item2, item3, item4] + + This is essentially a "give back as needed" operation. + + Side Effects: + self : mut + + Returns: + None + """ + self.current.insert(0, self.__stack[-2].pop(-2)) + + def currentIsAnd(self) -> bool: + """ + Checks if the current OpList's assigned operator is "and". + + Returns: + bool : True if the current OpList's assigned operator is "and", False otherwise. + """ + return self.current.op is RuleOp.AND + + def obtain(self, err :Optional[utils.CustomErr] = None) -> Optional[OpList]: + """ + Obtains the first OpList on the stack, only if it's the only element. + + Args: + err : The error to raise if obtaining the result is not possible. + + Side Effects: + self : mut + + Raises: + err: If given, otherwise None is returned. + + Returns: + Optional[OpList]: The first OpList on the stack, only if it's the only element. + """ + + if len(self.__stack) == 1: return self.__stack.pop() + if err: raise err + return None + + def __updateCurrent(self) -> None: + """ + (Private) Updates the current OpList to the one on top of the stack. + + Side Effects: + self : mut + + Returns: + None + """ + self.current = self.__stack[-1] + +def parseRuleToNestedList(rule :str) -> OpList: + """ + Parse a single rule from its string representation to an OpList, making all priority explicit + through nesting levels. + + Args: + rule : the string representation of a rule to be parsed. + + Raises: + RuleErr : whenever something goes wrong during parsing. + + Returns: + OpList : the parsed rule. + """ + source = iter(rule + .replace("(", "( ").replace(")", " )") # Single out parens as words + .strip() # remove whitespace at extremities + .split()) # split by spaces + + stack = RuleStack() + nestingErr = RuleErr(rule, "mismatch between open and closed parentheses") + try: + while True: # keep reading until source ends + while True: + operand = next(source, None) # expected name or rule opening + if operand is None: raise RuleErr(rule, "found trailing open parentheses") + if operand == "and" or operand == "or" or operand == ")": # found operator instead, panic + raise RuleErr(rule, f"found \"{operand}\" in unexpected position") + + if operand != "(": break # found name + + # found rule opening, we add new nesting level but don't know the operator + stack.push() + + stack.current.append(operand) + + while True: # keep reading until operator is found or source ends + operator = next(source, None) # expected operator or rule closing + if operator and operator != ")": break # found operator + + if stack.currentIsAnd(): stack.pop() # we close the "and" chain + + if not operator: break + stack.pop() # we close the parentheses + + # we proceed with operator: + if not operator: break # there is no such thing as a double loop break.. yet + + if not RuleOp.isOperator(operator): raise RuleErr( + rule, f"found \"{operator}\" in unexpected position, expected operator") + + operator = RuleOp(operator) + if operator is RuleOp.OR and stack.currentIsAnd(): + stack.pop() + + elif operator is RuleOp.AND and not stack.currentIsAnd(): + stack.push(operator) + stack.popForward() + + stack.current.setOpIfMissing(operator) # buffer now knows what operator its data had + + except RuleErr as err: raise err # bubble up proper errors + except: raise nestingErr # everything else is interpreted as a nesting error. + + parsedRule = stack.obtain(nestingErr) + return parsedRule[0] if len(parsedRule) == 1 and isinstance(parsedRule[0], list) else parsedRule \ No newline at end of file