114 lines
4.2 KiB
Python
114 lines
4.2 KiB
Python
"""Auto-sync and project validation flows."""
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from __future__ import annotations
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from .shared import Any, Dict, Experiment, ExperimentTruthNodeSync, Optional, Set, TruthNode, and_, select
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class ExperimentSyncFlowMixin:
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"""Auto sync experiment results to charter truth nodes."""
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async def auto_sync_experiment_result(
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self,
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experiment_id: int,
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truth_node_id: int,
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tenant_id: int,
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project_id: Optional[int] = None,
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sync_type: str = "result_sync",
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auto_apply_threshold: float = 0.8,
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) -> Dict[str, Any]:
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experiment = await self._get_experiment(experiment_id, tenant_id)
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truth_node = await self._get_truth_node(truth_node_id, tenant_id)
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if not experiment or not truth_node:
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raise ValueError("实验或宪章不存在")
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if project_id is not None:
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await self.validate_experiment_truth_same_project(
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experiment=experiment,
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truth_node=truth_node,
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tenant_id=tenant_id,
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project_id=project_id,
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)
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confidence = self._calc_confidence(experiment.current_score)
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sync_data = self._build_sync_data(experiment, truth_node, sync_type)
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auto_apply = confidence >= auto_apply_threshold
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record = ExperimentTruthNodeSync(
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tenant_id=tenant_id,
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experiment_id=experiment.id,
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experiment_external_id=str(experiment.id),
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truth_node_id=truth_node.id,
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sync_type=sync_type,
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sync_data=sync_data,
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confidence_score=confidence,
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auto_applied=auto_apply,
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apply_status="pending",
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)
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if auto_apply:
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await self._apply_sync_to_truth_node(record, truth_node)
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record.apply_status = "applied"
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self.db.add(record)
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await self.db.commit()
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await self.db.refresh(record)
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return {
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"sync_id": record.id,
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"confidence_score": record.confidence_score,
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"auto_applied": record.auto_applied,
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"apply_status": record.apply_status,
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"sync_data": record.sync_data,
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}
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async def validate_experiment_truth_same_project(
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self,
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experiment: Experiment,
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truth_node: TruthNode,
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tenant_id: int,
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project_id: int,
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) -> None:
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"""交叉校验实验与宪章均属于指定项目。"""
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if truth_node.project_id != project_id:
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raise ValueError(f"宪章 {truth_node.id} 不属于项目 {project_id}，拒绝跨项目同步")
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if experiment.project_id is not None:
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if int(experiment.project_id) != int(project_id):
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raise ValueError(f"实验 {experiment.id} 不属于项目 {project_id}，拒绝跨项目同步")
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return
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project_truth_nodes = await self._get_project_truth_node_ids(project_id, tenant_id)
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if not project_truth_nodes:
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raise ValueError(f"项目 {project_id} 下无可用宪章，无法校验实验归属")
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linked = experiment.linked_context_nodes or []
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linked_ids = self._normalize_ids(linked)
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if not linked_ids:
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raise ValueError("实验未关联任何上下文节点（linked_context_nodes 为空），无法通过项目归属校验")
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if linked_ids.isdisjoint(project_truth_nodes):
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raise ValueError(f"实验 {experiment.id} 未关联项目 {project_id} 下宪章，拒绝跨项目同步")
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experiment.project_id = project_id
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async def _get_project_truth_node_ids(self, project_id: int, tenant_id: int) -> Set[int]:
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result = await self.db.execute(
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select(TruthNode.id).where(
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and_(
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TruthNode.tenant_id == tenant_id,
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TruthNode.project_id == project_id,
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)
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)
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)
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return {int(row[0]) for row in result.all()}
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def _normalize_ids(self, raw: Any) -> Set[int]:
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ids: Set[int] = set()
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if isinstance(raw, list):
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for item in raw:
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try:
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ids.add(int(item))
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except (TypeError, ValueError):
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continue
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return ids
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