Source code for pepperpy.pipeline

"""Pipeline module."""

from dataclasses import dataclass, field
from typing import Any, Dict, Optional

from pepperpy.core import PepperpyError
from pepperpy.module import BaseModule, ModuleConfig


[docs] class PipelineError(PepperpyError): """Pipeline error.""" def __init__( self, message: str, details: Optional[Dict[str, Any]] = None, cause: Optional[Exception] = None, ) -> None: super().__init__(message, details, cause)
[docs] @dataclass class PipelineConfig(ModuleConfig): """Pipeline configuration.""" name: str = "pipeline_manager" metadata: Dict[str, Any] = field(default_factory=dict)
[docs] class PipelineManager(BaseModule[PipelineConfig]): """Pipeline manager."""
[docs] def __init__(self, config: Optional[PipelineConfig] = None) -> None: """Initialize pipeline manager. Args: config: Pipeline configuration """ super().__init__(config or PipelineConfig())
def _ensure_initialized(self) -> None: """Ensure manager is initialized. Raises: PipelineError: If manager is not initialized """ if not self.is_initialized: raise PipelineError( "Pipeline manager is not initialized", {"manager_name": self.config.name}, ) async def _setup(self) -> None: """Set up pipeline manager.""" pass async def _teardown(self) -> None: """Clean up pipeline manager.""" pass
[docs] def create_pipeline( self, name: str, steps: Dict[str, Any], metadata: Optional[Dict[str, Any]] = None, ) -> None: """Create pipeline. Args: name: Pipeline name steps: Pipeline steps metadata: Pipeline metadata Raises: PipelineError: If pipeline cannot be created """ self._ensure_initialized() # Implement pipeline creation logic here pass
[docs] def delete_pipeline(self, name: str) -> None: """Delete pipeline. Args: name: Pipeline name Raises: PipelineError: If pipeline cannot be deleted """ self._ensure_initialized() # Implement pipeline deletion logic here pass
[docs] def execute_pipeline( self, name: str, input_data: Dict[str, Any], metadata: Optional[Dict[str, Any]] = None, ) -> Dict[str, Any]: """Execute pipeline. Args: name: Pipeline name input_data: Pipeline input data metadata: Pipeline metadata Returns: Pipeline output data Raises: PipelineError: If pipeline cannot be executed """ self._ensure_initialized() # Implement pipeline execution logic here return {}
__all__ = ["PipelineConfig", "PipelineError", "PipelineManager"]