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ThearchyHelios
8d9a712eae
- 新增标准业务实体（CanonicalEntity）模型、确定性跨源编码翻译、后台候选实体扫描与文档驱动实体智能助手 - 新增指标本体图谱（factor / reconciles_with / upstream_driver）、DAG 防环校验以及 ontology_neighbors / source_health 内置工具 - 新增跨源对账（analysis_reconcile）与滞后共变（analysis_cochange）分析算子，打通 [[h:H1]] 数据源健康证据链、报告导出与本体消融评测 - 数据目录新增「标准业务实体」视图与候选审阅工作台，口径页集成指标本体拓扑面板与端到端浏览器检查
63 lines
3.9 KiB
Python
63 lines
3.9 KiB
Python
"""测试用的分析算子替身：入口（agent 分析工具、分析卡、口径卡的可比性挂钩）的测试用它断言入口交给算子的东西、算子交回后
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入口做的事，不受算子的判定细节牵连。接真算子的端到端见 tests/test_analysis_e2e*.py。
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FakeOps 换掉模块上的 app.analysis.run（入口都按模块取 run），按请求交回 app.analysis.testing.fake_result 的假结论，
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并记下每次调用拿到的请求、按名字解析到的输入快照、阈值、运行期依赖、上一层结论——测试据此断言入口交进去的东西。
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"""
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from __future__ import annotations
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from typing import Any
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import app.analysis as analysis_ops
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from app.analysis.testing import fake_result
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#: 每个算子缺省给的判定（fake_result 有现成判定语的那几个）
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VERDICT = {"decompose": "driver", "baseline": "outside_band", "trend": "rising", "differ": "no_evidence",
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"comparable": "comparable", "reconcile": "diverged", "cochange": "co_anomalous"}
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class FakeOps:
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"""errors：按调用的先后，每次要抛的异常（None 表示照常交回）；用完了都照常交回。statuses / verdicts 同理。"""
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def __init__(self, monkeypatch, *, errors: list[Any] | None = None, statuses: list[str] | None = None,
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verdicts: list[str] | None = None, peek: list[str] | None = None, **overrides: Any) -> None:
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self.calls: list[dict[str, Any]] = []
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#: 每次调用时看一眼这几个名字能不能按 parents 取到上一层结论（visible）
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self.peek = list(peek or [])
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self.errors = list(errors or [])
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self.statuses = list(statuses or [])
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self.verdicts = list(verdicts or [])
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self.overrides = overrides
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monkeypatch.setattr(analysis_ops, "run", self.run)
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async def run(self, request: dict[str, Any], resolve: Any, *, settings: Any, context: Any,
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parents: Any = None, refuse_data_errors: bool = False) -> dict[str, Any]:
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params = request.get("params") or {}
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names = [params[k] for k in ("query", "base_query", "target_query") if params.get(k)]
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snapshots = {name: resolve(name) for name in names}
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parent = None
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if isinstance(params.get("parent"), dict) and parents is not None:
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parent = parents(params["parent"]["of"])
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self.calls.append({"request": request, "snapshots": snapshots, "settings": dict(settings), "context": context,
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"parent": parent, "parents": parents, "refuse_data_errors": refuse_data_errors,
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"visible": {n: parents is not None and parents(n) is not None for n in self.peek}})
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error = self.errors.pop(0) if self.errors else None
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if error is not None:
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raise error
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status = self.statuses.pop(0) if self.statuses else "ok"
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verdict = self.verdicts.pop(0) if self.verdicts else VERDICT[request["op"]]
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roles = {"query": "data", "base_query": "base", "target_query": "target"}
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inputs = [{"ref": name, "artifact": snap["artifact"], "role": roles[key], "columns": snap["columns"],
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"rows": "all"}
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for key in ("query", "base_query", "target_query")
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if (name := params.get(key)) and (snap := snapshots.get(name)) is not None]
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if parent is not None:
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from app.core.artifact_store import canonical_json, content_hash
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inputs.append({"ref": params["parent"]["of"], "artifact": content_hash(canonical_json(parent)),
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"role": "parent"})
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return fake_result(op=request["op"], mode=request.get("mode"), verdict=verdict, status=status,
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reason_code="history_short" if status == "refused" else None, inputs=inputs,
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params=dict(params), settings=dict(settings), hypothesis=request.get("hypothesis"),
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**self.overrides)
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