Files
markitect-main/markitect/query_paradigms/paradigms/batch_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

120 lines
4.3 KiB
Python

"""
Batch Manipulation Paradigm - Export/Edit/Import workflows.
"""
import time
from typing import Dict, Any, List, Optional
from ..base import BaseQueryParadigm, QueryResult
class BatchManipulationParadigm(BaseQueryParadigm):
"""Batch manipulation paradigm for export/edit/import workflows."""
@property
def name(self) -> str:
return "Batch Manipulation"
@property
def description(self) -> str:
return "Export data to external formats (CSV/Excel), edit outside MarkiTect, then re-import with validation"
@property
def category(self) -> str:
return "procedural"
@property
def complexity(self) -> str:
return "intermediate"
def execute(self, query: str, config: Dict[str, Any] = None) -> QueryResult:
"""Execute batch operation (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": "Batch manipulation enables export to CSV/Excel, external editing, and validated re-import"
},
success=False,
error_message="Batch Manipulation paradigm not yet implemented. This paradigm will enable export/edit/import workflows."
)
def get_examples(self) -> List[Dict[str, str]]:
"""Get example batch operations."""
return [
{
"name": "Export to CSV",
"description": "Export query results to CSV for external editing",
"query": "export --format=csv --query='SELECT * FROM files WHERE type=\"markdown\"' --output=files.csv"
},
{
"name": "Export to Excel",
"description": "Export with multiple sheets for complex data",
"query": "export --format=xlsx --sheets='files,tags,authors' --output=markitect_data.xlsx"
},
{
"name": "Import from CSV",
"description": "Import edited data with validation",
"query": "import --format=csv --file=edited_files.csv --validate --dry-run"
},
{
"name": "Batch tag update",
"description": "Export tags, edit in Excel, re-import",
"query": "export --format=xlsx --table=file_tags --output=tags.xlsx; import --file=tags_edited.xlsx --table=file_tags"
}
]
def validate_query(self, query: str) -> tuple[bool, Optional[str]]:
"""Validate batch operation command."""
if not query.strip():
return False, "Batch operation command cannot be empty"
valid_commands = ['export', 'import', 'validate', 'transform']
command = query.strip().split()[0]
if command not in valid_commands:
return False, f"Command must be one of: {', '.join(valid_commands)}"
return True, None
def get_syntax_help(self) -> str:
"""Get syntax help for batch operations."""
return """Batch Manipulation Syntax:
Export Operations:
export --format=<csv|xlsx|json> --query="<SQL>" --output=<filename>
export --format=<csv|xlsx|json> --table=<table_name> --output=<filename>
Import Operations:
import --format=<csv|xlsx|json> --file=<filename> [--table=<table>] [--validate] [--dry-run]
Transform Operations:
transform --file=<input> --script=<transformation> --output=<output>
Export Options:
--format: Output format (csv, xlsx, json)
--query: SQL query to define export data
--table: Specific table to export
--output: Output filename
Import Options:
--format: Input format (csv, xlsx, json)
--file: Input filename
--table: Target table (auto-detected if not specified)
--validate: Validate data before import
--dry-run: Show what would be imported without actually importing
Examples:
export --format=csv --query="SELECT * FROM files WHERE author='Alice'" --output=alice_files.csv
import --format=csv --file=edited_files.csv --validate --dry-run
"""