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search/boolean_parser.py 6.1 KB
be52af70   tangwang   first commit
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  """
  Boolean expression parser for search queries.
  
  Supports: AND, OR, RANK, ANDNOT operators with parentheses.
  Precedence (high to low): (), ANDNOT, AND, OR, RANK
  """
  
  import re
  from typing import List, Tuple, Optional
  from dataclasses import dataclass
  
  
  @dataclass
  class QueryNode:
      """Represents a node in the parsed query tree."""
      operator: str  # 'AND', 'OR', 'RANK', 'ANDNOT', 'TERM'
      terms: List['QueryNode'] = None  # Child nodes for operators
      value: str = None  # Value for leaf nodes (TERM)
  
      def __repr__(self):
          if self.operator == 'TERM':
              return f"TERM({self.value})"
          else:
              return f"{self.operator}({', '.join(str(t) for t in self.terms)})"
  
  
  class BooleanParser:
      """
      Parser for boolean search expressions.
  
      Operator precedence (high to low):
      1. () - Parentheses
      2. ANDNOT - AND NOT (exclusion)
      3. AND - All terms must match
      4. OR - Any term must match
      5. RANK - Scoring boost (like OR but affects ranking)
      """
  
      OPERATORS = {'AND', 'OR', 'RANK', 'ANDNOT'}
      PRECEDENCE = {
          'ANDNOT': 3,
          'AND': 2,
          'OR': 1,
          'RANK': 0
      }
  
      def __init__(self):
          """Initialize boolean parser."""
          pass
  
      def parse(self, expression: str) -> QueryNode:
          """
          Parse boolean expression into query tree.
  
          Args:
              expression: Boolean expression string
                         Example: "laptop AND (gaming OR professional) ANDNOT cheap"
  
          Returns:
              Root QueryNode of parsed tree
          """
          if not expression or not expression.strip():
              return QueryNode(operator='TERM', value='')
  
          # Tokenize
          tokens = self._tokenize(expression)
  
          if not tokens:
              return QueryNode(operator='TERM', value='')
  
          # Parse with precedence
          return self._parse_expression(tokens)
  
      def _tokenize(self, expression: str) -> List[str]:
          """
          Tokenize expression into terms and operators.
  
          Args:
              expression: Expression string
  
          Returns:
              List of tokens
          """
          # Pattern to match: operators, parentheses, or terms (with domain prefix support)
          pattern = r'\b(AND|OR|RANK|ANDNOT)\b|[()]|(?:\w+:)?[^\s()]++'
  
          tokens = []
          for match in re.finditer(pattern, expression):
              token = match.group().strip()
              if token:
                  tokens.append(token)
  
          return tokens
  
      def _parse_expression(self, tokens: List[str], start: int = 0) -> Tuple[QueryNode, int]:
          """
          Parse expression with operator precedence.
  
          Args:
              tokens: List of tokens
              start: Starting index
  
          Returns:
              Tuple of (QueryNode, next_index)
          """
          # Start with lowest precedence (RANK)
          return self._parse_rank(tokens, start)
  
      def _parse_rank(self, tokens: List[str], start: int) -> Tuple[QueryNode, int]:
          """Parse RANK operator (lowest precedence)."""
          left, pos = self._parse_or(tokens, start)
  
          while pos < len(tokens) and tokens[pos] == 'RANK':
              pos += 1  # Skip 'RANK'
              right, pos = self._parse_or(tokens, pos)
              left = QueryNode(operator='RANK', terms=[left, right])
  
          return left, pos
  
      def _parse_or(self, tokens: List[str], start: int) -> Tuple[QueryNode, int]:
          """Parse OR operator."""
          left, pos = self._parse_and(tokens, start)
  
          while pos < len(tokens) and tokens[pos] == 'OR':
              pos += 1  # Skip 'OR'
              right, pos = self._parse_and(tokens, pos)
              left = QueryNode(operator='OR', terms=[left, right])
  
          return left, pos
  
      def _parse_and(self, tokens: List[str], start: int) -> Tuple[QueryNode, int]:
          """Parse AND operator."""
          left, pos = self._parse_andnot(tokens, start)
  
          while pos < len(tokens) and tokens[pos] == 'AND':
              pos += 1  # Skip 'AND'
              right, pos = self._parse_andnot(tokens, pos)
              left = QueryNode(operator='AND', terms=[left, right])
  
          return left, pos
  
      def _parse_andnot(self, tokens: List[str], start: int) -> Tuple[QueryNode, int]:
          """Parse ANDNOT operator (highest precedence)."""
          left, pos = self._parse_primary(tokens, start)
  
          while pos < len(tokens) and tokens[pos] == 'ANDNOT':
              pos += 1  # Skip 'ANDNOT'
              right, pos = self._parse_primary(tokens, pos)
              left = QueryNode(operator='ANDNOT', terms=[left, right])
  
          return left, pos
  
      def _parse_primary(self, tokens: List[str], start: int) -> Tuple[QueryNode, int]:
          """Parse primary expression (terms or parentheses)."""
          if start >= len(tokens):
              return QueryNode(operator='TERM', value=''), start
  
          token = tokens[start]
  
          # Handle parentheses
          if token == '(':
              # Find matching closing parenthesis
              depth = 1
              pos = start + 1
              while pos < len(tokens) and depth > 0:
                  if tokens[pos] == '(':
                      depth += 1
                  elif tokens[pos] == ')':
                      depth -= 1
                  pos += 1
  
              # Parse contents of parentheses
              inner_tokens = tokens[start + 1:pos - 1]
              if inner_tokens:
                  node, _ = self._parse_expression(inner_tokens, 0)
                  return node, pos
              else:
                  return QueryNode(operator='TERM', value=''), pos
  
          # Handle term
          if token not in self.OPERATORS and token not in ['(', ')']:
              return QueryNode(operator='TERM', value=token), start + 1
  
          # Unexpected token
          return QueryNode(operator='TERM', value=''), start + 1
  
      def is_simple_query(self, expression: str) -> bool:
          """
          Check if query is simple (no boolean operators).
  
          Args:
              expression: Query expression
  
          Returns:
              True if simple query (no operators)
          """
          tokens = self._tokenize(expression)
          for token in tokens:
              if token in self.OPERATORS:
                  return False
          return True