Files
markitect-main/markitect/query_paradigms/paradigms/nosql_paradigm.py
tegwick 5143864a86 feat: implement comprehensive query paradigm zoo system (issue #62)
- Created extensible BaseQueryParadigm interface with standardized QueryResult format
- Implemented QueryParadigmRegistry for paradigm discovery and management
- Added 5 working paradigms: SQL, FTS, GraphQL, JSONPath, Natural Language
- Documented 9 additional paradigms: QBE, Batch Manipulation, Visual Query Builder, REST API, NoSQL, UNIX Pipeline, XPath/XQuery, RAG, Data Transformation
- Integrated full CLI interface: list, search, show, exec, categories commands
- Added comprehensive test suite with 23 test cases covering all components
- Auto-registration system enables easy addition of new paradigms
- Organized paradigms by category (structural, textual, semantic, visual, procedural, network) and complexity (beginner, intermediate, advanced)

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-03 23:06:57 +02:00

88 lines
2.9 KiB
Python

"""
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.
"""