Spaces:
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Update definitions.py
Browse files- definitions.py +80 -181
definitions.py
CHANGED
@@ -376,8 +376,8 @@ if __name__ == "__main__":
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return {"status": "success", "result": {"coverage": 0.95}}
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class DevelopmentPipeline:
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"""Advanced development pipeline with stage management and monitoring"""
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class PipelineStage(Enum):
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PLANNING = "planning"
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DEVELOPMENT = "development"
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@@ -385,50 +385,45 @@ if __name__ == "__main__":
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DEPLOYMENT = "deployment"
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MAINTENANCE = "maintenance"
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ROLLBACK = "rollback"
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def __init__(self, workspace_manager, tool_manager):
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self.workspace_manager = workspace_manager
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self.tool_manager = tool_manager
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self.current_stage = None
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self.stage_history = []
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self.active_processes = {}
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self.stage_metrics = {}
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self.logger = self._setup_logger()
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def _setup_logger(self) -> logging.Logger:
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logger = logging.getLogger("DevelopmentPipeline")
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logger.setLevel(logging.DEBUG)
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handler = logging.StreamHandler()
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formatter = logging.Formatter(
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'%(asctime)s - %(name)s - %(levelname)s - %(message)s'
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)
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handler.setFormatter(formatter)
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logger.addHandler(handler)
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return logger
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async def execute_stage(self, stage: PipelineStage, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute a pipeline stage with monitoring and error handling"""
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self.logger.info(f"Starting stage: {stage.value}")
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start_time = time.time()
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try:
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# Record stage start
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self.current_stage = stage
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self.
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# Execute stage-specific logic
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result = await self._execute_stage_logic(stage, context)
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# Validate stage output
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self._validate_stage_output(stage, result)
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#
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execution_time = time.time() - start_time
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self.
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self._record_stage_completion(stage, result)
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return {
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"status": "success",
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"stage": stage.value,
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@@ -436,24 +431,18 @@ if __name__ == "__main__":
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"execution_time": execution_time,
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"metrics": self.stage_metrics.get(stage, {})
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}
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except Exception as e:
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self.logger.error(error_msg)
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# Handle stage failure
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await self._handle_stage_failure(stage, context, e)
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return {
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"status": "error",
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"stage": stage.value,
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"error":
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"execution_time": time.time() - start_time
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}
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async def _execute_stage_logic(self, stage: PipelineStage, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute stage-specific logic
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"""Execute stage-specific logic with appropriate tools"""
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if stage == self.PipelineStage.PLANNING:
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return await self._execute_planning_stage(context)
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elif stage == self.PipelineStage.DEVELOPMENT:
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return await self._execute_rollback_stage(context)
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else:
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raise ValueError(f"Unknown pipeline stage: {stage}")
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async def _execute_planning_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute planning stage with requirement analysis and task breakdown"""
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# Generate task breakdown
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tasks = await self.tool_manager.execute_tool(
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"task_breakdown",
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requirements["result"]
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)
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# Create project structure
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project_structure = await self.workspace_manager.create_project_structure(
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context["project_name"],
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tasks["result"]
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)
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return {
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"requirements": requirements["result"],
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"tasks": tasks["result"],
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"project_structure": project_structure
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}
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except Exception as e:
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raise Exception(f"Planning stage failed: {str(e)}")
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async def _execute_development_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute development stage with code generation and quality checks"""
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# Run initial quality checks
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quality_check = await self.tool_manager.execute_tool(
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"code_quality_checker",
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code_generation["result"]
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)
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# Save generated code
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saved_files = await self.workspace_manager.save_generated_code(
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context["project_name"],
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code_generation["result"]
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)
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return {
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"generated_code": code_generation["result"],
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"quality_check": quality_check["result"],
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"saved_files": saved_files
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}
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except Exception as e:
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raise Exception(f"Development stage failed: {str(e)}")
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async def _execute_testing_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute testing stage with comprehensive test suite"""
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def _validate_stage_output(self, stage: PipelineStage, result: Dict[str, Any]):
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"""Validate
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validation_errors.append(rule.get_error_message())
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if validation_errors:
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raise ValueError(f"Stage validation failed: {'; '.join(validation_errors)}")
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def _update_stage_metrics(self, stage: PipelineStage, execution_time: float, result: Dict[str, Any]):
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"""Update metrics for the stage"""
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if stage not in self.stage_metrics:
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self.stage_metrics[stage] = {
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"total_executions": 0,
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"successful_executions": 0,
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"failed_executions": 0,
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"average_execution_time": 0,
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"last_execution_time":
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"error_rate": 0
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}
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metrics = self.stage_metrics[stage]
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metrics["total_executions"] += 1
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metrics["last_execution_time"] = execution_time
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if result.get("status") == "success":
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metrics["successful_executions"] += 1
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else:
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metrics["failed_executions"] += 1
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metrics["error_rate"] = metrics["failed_executions"] / metrics["total_executions"]
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metrics["average_execution_time"] = (
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(metrics["average_execution_time"] * (metrics["total_executions"] - 1) + execution_time)
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)
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async def _handle_stage_failure(self, stage: PipelineStage, context: Dict[str, Any], error: Exception):
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"""Handle
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self.logger.error(f"Handling failure
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# Determine if rollback is needed
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if self._should_rollback(stage, error):
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await self._execute_rollback(stage, context)
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# Attempt recovery
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await self._attempt_recovery(stage, context, error)
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def _should_rollback(self, stage: PipelineStage, error: Exception) -> bool:
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"""Determine if a rollback is needed based on error severity"""
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critical_errors = [
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"DatabaseError",
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"DeploymentError",
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"SecurityViolation"
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]
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return any(err in str(error) for err in critical_errors)
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async def _execute_rollback(self, stage: PipelineStage, context: Dict[str, Any]):
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"""Execute rollback procedure for a failed stage"""
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self.logger.info(f"Executing rollback for stage {stage.value}")
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try:
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# Get rollback point
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rollback_point = self._get_rollback_point(stage)
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# Execute rollback
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await self.execute_stage(
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self.PipelineStage.ROLLBACK,
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{
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**context,
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"rollback_point": rollback_point,
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"failed_stage": stage
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}
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)
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except Exception as e:
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self.logger.error(f"Rollback failed: {str(e)}")
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# Implement emergency shutdown if rollback fails
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self._emergency_shutdown(stage, e)
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def _emergency_shutdown(self, stage: PipelineStage, error: Exception):
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"""Handle emergency shutdown when rollback fails"""
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self.logger.critical(f"Emergency shutdown initiated for stage {stage.value}")
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# Implement emergency shutdown procedures
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pass
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class CodeMetricsAnalyzer:
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"""Analyzes code metrics using various tools"""
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return {"status": "success", "result": {"coverage": 0.95}}
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class DevelopmentPipeline:
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"""Advanced development pipeline with stage management and monitoring."""
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class PipelineStage(Enum):
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PLANNING = "planning"
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DEVELOPMENT = "development"
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DEPLOYMENT = "deployment"
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MAINTENANCE = "maintenance"
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ROLLBACK = "rollback"
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def __init__(self, workspace_manager, tool_manager):
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self.workspace_manager = workspace_manager
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self.tool_manager = tool_manager
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self.current_stage = None
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self.stage_history = []
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self.stage_metrics = {}
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self.logger = self._setup_logger()
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def _setup_logger(self) -> logging.Logger:
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"""Setup the pipeline logger."""
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logger = logging.getLogger("DevelopmentPipeline")
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logger.setLevel(logging.DEBUG)
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handler = logging.StreamHandler()
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formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
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handler.setFormatter(formatter)
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logger.addHandler(handler)
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return logger
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async def execute_stage(self, stage: PipelineStage, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute a pipeline stage with monitoring and error handling."""
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self.logger.info(f"Starting stage: {stage.value}")
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start_time = time.time()
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try:
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self.current_stage = stage
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self.stage_history.append(stage)
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# Execute stage-specific logic
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result = await self._execute_stage_logic(stage, context)
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# Validate the stage output
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self._validate_stage_output(stage, result)
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# Record stage metrics
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execution_time = time.time() - start_time
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self._record_stage_metrics(stage, execution_time, result)
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self.logger.info(f"Stage {stage.value} completed successfully.")
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return {
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"status": "success",
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"stage": stage.value,
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"execution_time": execution_time,
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"metrics": self.stage_metrics.get(stage, {})
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}
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except Exception as e:
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self.logger.error(f"Error in stage {stage.value}: {str(e)}")
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await self._handle_stage_failure(stage, context, e)
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return {
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"status": "error",
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"stage": stage.value,
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"error": str(e),
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"execution_time": time.time() - start_time
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}
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async def _execute_stage_logic(self, stage: PipelineStage, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute stage-specific logic."""
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if stage == self.PipelineStage.PLANNING:
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return await self._execute_planning_stage(context)
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elif stage == self.PipelineStage.DEVELOPMENT:
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return await self._execute_rollback_stage(context)
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else:
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raise ValueError(f"Unknown pipeline stage: {stage}")
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async def _execute_planning_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute planning stage with requirement analysis and task breakdown."""
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self.logger.info("Planning stage: Analyzing requirements and generating tasks...")
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requirements = await self.tool_manager.execute_tool("requirements_analyzer", context.get("requirements", ""))
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tasks = await self.tool_manager.execute_tool("task_breakdown", requirements["result"])
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project_structure = self.workspace_manager.create_project_structure(
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context.get("project_name", "default_project"), tasks["result"]
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)
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return {"requirements": requirements["result"], "tasks": tasks["result"], "project_structure": project_structure}
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async def _execute_development_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute development stage with code generation and quality checks."""
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self.logger.info("Development stage: Generating code and performing quality checks...")
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code_generation = await self.tool_manager.execute_tool("code_generator", context.get("tasks", []))
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quality_check = await self.tool_manager.execute_tool("code_quality_checker", code_generation["result"])
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saved_files = self.workspace_manager.save_generated_code(
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context.get("project_name", "default_project"), code_generation["result"]
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)
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return {"generated_code": code_generation["result"], "quality_check": quality_check["result"], "saved_files": saved_files}
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async def _execute_testing_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute testing stage with comprehensive test suite."""
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self.logger.info("Testing stage: Generating and running tests...")
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test_generation = await self.tool_manager.execute_tool("test_generator", context.get("generated_code", ""))
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test_results = await self.tool_manager.execute_tool("test_runner", test_generation["result"])
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coverage_report = await self.tool_manager.execute_tool("coverage_analyzer", test_results["result"])
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return {"test_cases": test_generation["result"], "test_results": test_results["result"], "coverage_report": coverage_report["result"]}
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async def _execute_deployment_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute deployment stage by deploying the application."""
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self.logger.info("Deployment stage: Deploying the application...")
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deployment_result = await self.tool_manager.execute_tool("deployment_tool", context.get("deployment_package", ""))
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return {"deployment_result": deployment_result}
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async def _execute_maintenance_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute maintenance stage for updates and monitoring."""
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self.logger.info("Maintenance stage: Performing system updates and monitoring...")
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monitoring_result = await self.tool_manager.execute_tool("monitoring_tool", context.get("system_status", ""))
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return {"monitoring_result": monitoring_result}
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async def _execute_rollback_stage(self, context: Dict[str, Any]) -> Dict[str, Any]:
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"""Execute rollback stage to revert changes."""
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self.logger.info("Rollback stage: Reverting changes...")
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rollback_result = await self.tool_manager.execute_tool("rollback_tool", context.get("rollback_point", ""))
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return {"rollback_result": rollback_result}
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def _validate_stage_output(self, stage: PipelineStage, result: Dict[str, Any]):
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"""Validate the output of a stage."""
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if not result or "status" in result and result["status"] != "success":
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raise ValueError(f"Stage {stage.value} failed validation with result: {result}")
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def _record_stage_metrics(self, stage: PipelineStage, execution_time: float, result: Dict[str, Any]):
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"""Record metrics for a stage."""
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if stage not in self.stage_metrics:
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self.stage_metrics[stage] = {
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"total_executions": 0,
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"successful_executions": 0,
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"failed_executions": 0,
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"average_execution_time": 0,
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"last_execution_time": 0,
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"error_rate": 0.0
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}
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metrics = self.stage_metrics[stage]
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metrics["total_executions"] += 1
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metrics["last_execution_time"] = execution_time
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if result.get("status") == "success":
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metrics["successful_executions"] += 1
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else:
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metrics["failed_executions"] += 1
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metrics["error_rate"] = metrics["failed_executions"] / metrics["total_executions"]
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534 |
metrics["average_execution_time"] = (
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535 |
(metrics["average_execution_time"] * (metrics["total_executions"] - 1) + execution_time)
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537 |
)
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538 |
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539 |
async def _handle_stage_failure(self, stage: PipelineStage, context: Dict[str, Any], error: Exception):
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+
"""Handle a failure during a pipeline stage."""
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541 |
+
self.logger.error(f"Handling failure for stage {stage.value}: {str(error)}")
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542 |
+
if stage == self.PipelineStage.TESTING or stage == self.PipelineStage.DEPLOYMENT:
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543 |
+
self.logger.info("Initiating rollback process...")
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544 |
+
await self._execute_rollback_stage(context)
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545 |
|
546 |
class CodeMetricsAnalyzer:
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547 |
"""Analyzes code metrics using various tools"""
|