""" Visual Query Builder Paradigm - Drag-and-drop query construction. """ import time from typing import Dict, Any, List, Optional from ..base import BaseQueryParadigm, QueryResult class VisualQueryBuilderParadigm(BaseQueryParadigm): """Visual query builder paradigm for drag-and-drop query construction.""" @property def name(self) -> str: return "Visual Query Builder" @property def description(self) -> str: return "Drag-and-drop interface for building complex queries visually, generates SQL/GraphQL automatically" @property def category(self) -> str: return "visual" @property def complexity(self) -> str: return "beginner" def execute(self, query: str, config: Dict[str, Any] = None) -> QueryResult: """Execute visual query (not yet implemented).""" start_time = time.time() # This is a documentation paradigm - not yet implemented 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": "Visual query builder provides drag-and-drop interface for constructing complex queries" }, success=False, error_message="Visual Query Builder paradigm not yet implemented. This paradigm will provide a web-based drag-and-drop interface." ) def get_examples(self) -> List[Dict[str, str]]: """Get example visual query configurations.""" return [ { "name": "Simple filter", "description": "Drag file table, add author filter", "query": "{'tables': ['files'], 'filters': [{'field': 'author', 'operator': 'equals', 'value': 'Alice'}]}" }, { "name": "Join with aggregation", "description": "Join files and tags, count by tag", "query": "{'tables': ['files', 'tags'], 'joins': [{'type': 'inner', 'on': 'file_id'}], 'groupBy': ['tag_name'], 'aggregates': [{'function': 'count', 'field': '*'}]}" }, { "name": "Date range with sorting", "description": "Files created in last month, sorted by date", "query": "{'tables': ['files'], 'filters': [{'field': 'created_at', 'operator': 'greater_than', 'value': '30 days ago'}], 'orderBy': [{'field': 'created_at', 'direction': 'desc'}]}" }, { "name": "Complex multi-table", "description": "Files with tags and author info, filtered by multiple criteria", "query": "{'tables': ['files', 'tags', 'authors'], 'joins': [{'type': 'left', 'on': 'file_id'}, {'type': 'inner', 'on': 'author_id'}], 'filters': [{'field': 'tag_name', 'operator': 'in', 'value': ['documentation', 'tutorial']}, {'field': 'author.department', 'operator': 'equals', 'value': 'Engineering'}]}" } ] def validate_query(self, query: str) -> tuple[bool, Optional[str]]: """Validate visual query configuration.""" try: import json config = json.loads(query) if not isinstance(config, dict): return False, "Visual query configuration must be a JSON object" if 'tables' not in config: return False, "Visual query must specify at least one table" if not isinstance(config['tables'], list) or len(config['tables']) == 0: return False, "Tables must be a non-empty list" return True, None except json.JSONDecodeError: return False, "Visual query configuration must be valid JSON" def get_syntax_help(self) -> str: """Get syntax help for visual query builder.""" return """Visual Query Builder Configuration: The visual query builder uses JSON configuration that represents the visual elements: Basic Structure: { "tables": ["table1", "table2"], "joins": [{"type": "inner|left|right", "on": "field_name"}], "filters": [{"field": "field_name", "operator": "equals|contains|greater_than|in", "value": "value"}], "groupBy": ["field1", "field2"], "aggregates": [{"function": "count|sum|avg|min|max", "field": "field_name"}], "orderBy": [{"field": "field_name", "direction": "asc|desc"}], "limit": 100 } Filter Operators: - equals: Exact match - contains: Text contains substring - greater_than, less_than: Numeric/date comparison - in: Value in list - between: Value between two values Aggregate Functions: - count: Count records - sum: Sum numeric values - avg: Average of numeric values - min/max: Minimum/maximum values Example: { "tables": ["files"], "filters": [ {"field": "author", "operator": "equals", "value": "Alice"}, {"field": "created_at", "operator": "greater_than", "value": "2024-01-01"} ], "orderBy": [{"field": "created_at", "direction": "desc"}] } """