""" NoSQL Query Languages Paradigm - MongoDB, Cypher, etc. """ import time from typing import Dict, Any, List, Optional from ..base import BaseQueryParadigm, QueryResult class NoSQLQueryParadigm(BaseQueryParadigm): """NoSQL query paradigm for document and graph databases.""" @property def name(self) -> str: return "NoSQL Queries" @property def description(self) -> str: return "MongoDB-style queries, Cypher for graph traversal, and other NoSQL query languages" @property def category(self) -> str: return "structural" @property def complexity(self) -> str: return "advanced" def execute(self, query: str, config: Dict[str, Any] = None) -> QueryResult: """Execute NoSQL query (not yet implemented).""" start_time = time.time() execution_time = (time.time() - start_time) * 1000 return QueryResult( paradigm=self.name, query=query, execution_time_ms=execution_time, result_count=0, results=[], metadata={ "status": "not_implemented", "implementation_issue": "TBD - to be created", "description": "NoSQL queries enable document and graph-based data access patterns" }, success=False, error_message="NoSQL Query paradigm not yet implemented." ) def get_examples(self) -> List[Dict[str, str]]: """Get example NoSQL queries.""" return [ { "name": "MongoDB-style find", "description": "Find documents with specific criteria", "query": "db.files.find({author: 'Alice', tags: {$in: ['tutorial']}})" }, { "name": "Cypher graph traversal", "description": "Find related files through tags", "query": "MATCH (f:File)-[:HAS_TAG]->(t:Tag)<-[:HAS_TAG]-(related:File) WHERE f.author = 'Alice' RETURN related" }, { "name": "Aggregation pipeline", "description": "MongoDB aggregation for statistics", "query": "db.files.aggregate([{$group: {_id: '$author', count: {$sum: 1}}}, {$sort: {count: -1}}])" } ] def validate_query(self, query: str) -> tuple[bool, Optional[str]]: """Validate NoSQL query syntax.""" if not query.strip(): return False, "NoSQL query cannot be empty" return True, None def get_syntax_help(self) -> str: """Get syntax help for NoSQL queries.""" return """NoSQL Query Syntax: MongoDB-style: db.collection.find({field: value}) db.collection.aggregate([{$match: {field: value}}]) Cypher (Neo4j): MATCH (n:Label) WHERE n.property = 'value' RETURN n Supported operations will include find, aggregate, graph traversal, and document manipulation. """