Simplify template candidate confirmation and direct batch backtesting
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@@ -7,14 +7,14 @@ from collections import defaultdict
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from fastapi import HTTPException
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from sqlalchemy import func, select, update
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from ..backtests.contracts import Candidate, DraftInput, PreviewInput, SimulationSettings, Source
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from ..backtests.contracts import Candidate, DraftInput, PreviewInput, SimulationSettings, Source, StartInput
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from ..backtests.service import Backtests, uid
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from ..catalog.research_metadata import ResearchMetadata
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from ..catalog.service import Catalog
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from ..models import Alpha, BacktestRun, CatalogResource, ResearchExperiment
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from ..models import Account, Alpha, BacktestPreview, BacktestRun, CatalogResource, ResearchExperiment
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from ..preparations.service import Preparations
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from .assets import Assets
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from .expressions import GROUPS, analyze, expand
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from .expressions import GROUPS, ExpressionError, Parser, analyze, expand
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from .serialization import encode_snapshot as jsonable_encoder
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from .workspace_contracts import TemplateSpec
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@@ -45,7 +45,7 @@ class Experiments:
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self.catalog = Catalog(db)
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self.assets = Assets(db)
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async def inputs(self, ids, scope=None):
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async def inputs(self, ids, scope=None, *, check_types=True):
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if len(set(ids)) != len(ids):
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raise HTTPException(422, "输入快照重复")
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snapshots = [await self.catalog.input(input_id) for input_id in ids]
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@@ -56,7 +56,7 @@ class Experiments:
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for name, kind in item["field_types"].items():
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if name not in item["field_ids"]:
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continue
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if name in fields and fields[name] != kind:
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if check_types and name in fields and fields[name] != kind:
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raise HTTPException(422, f"字段 {name} 在不同快照中类型不一致")
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fields[name] = kind
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return snapshots, fields
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@@ -138,7 +138,9 @@ class Experiments:
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asset = await self.assets.get(body.asset_id, body.version, "template") if body.asset_id else None
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template = TemplateSpec.model_validate(asset["content"]) if asset else body.template
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scope = scope_of(body.settings)
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snapshots, fields = await self.inputs(body.input_ids, scope)
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snapshots, fields = await self.inputs(body.input_ids, scope, check_types=kind != "template")
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if kind == "template" and not snapshots:
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raise HTTPException(422, "请先选择数据准备")
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parents = (
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parent_snapshots
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if parent_snapshots is not None
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@@ -155,9 +157,9 @@ class Experiments:
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if not values:
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raise HTTPException(422, f"变量 {name} 没有匹配的 {variable.field_type} 字段,请调整数据准备")
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for value in values:
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if fields.get(str(value)) != variable.field_type:
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if kind != "template" and fields.get(str(value)) != variable.field_type:
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raise HTTPException(422, f"变量 {name} 的字段 {value} 不在固定输入中或类型不符")
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if variable.kind == "group" and any(
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if kind != "template" and variable.kind == "group" and any(
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str(v) not in GROUPS and fields.get(str(v)) != "GROUP" for v in variable.values
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):
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raise HTTPException(422, f"分组变量 {name} 未在固定输入中核实")
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@@ -170,16 +172,29 @@ class Experiments:
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expanded = expand(template.expression, variables, body.mode, body.limit, body.seed)
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except ValueError as exc:
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raise HTTPException(422, str(exc)) from None
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operators_snapshot = await ResearchMetadata(self.db).get("operators")
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operators = {item["name"] for item in operators_snapshot["content"].get("items", [])}
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setting_errors, settings_snapshot = await self.settings_check(body.settings)
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availability = await self.field_evidence(scope, fields)
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validation_evidence = {}
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if kind != "template":
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operators_snapshot = await ResearchMetadata(self.db).get("operators")
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operators = {item["name"] for item in operators_snapshot["content"].get("items", [])}
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setting_errors, settings_snapshot = await self.settings_check(body.settings)
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availability = await self.field_evidence(scope, fields)
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validation_evidence = {
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"field_availability": availability,
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"availability_basis": "各输入的已发布范围目录;若另有字段级证据,须同时满足",
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"operators_snapshot": operators_snapshot,
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"settings_snapshot": settings_snapshot,
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}
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candidates = []
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for index, item in enumerate(expanded["items"]):
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validation = self.validate(item["expression"], fields, operators, scope, availability)
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validation["availability"].extend(setting_errors)
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if setting_errors and validation["status"] == "valid":
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validation["status"] = "needs_review"
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findings = {}
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if kind == "template":
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self.check_syntax(item["expression"], f"候选 {index + 1}")
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else:
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validation = self.validate(item["expression"], fields, operators, scope, availability)
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validation["availability"].extend(setting_errors)
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if setting_errors and validation["status"] == "valid":
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validation["status"] = "needs_review"
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findings["validation"] = validation
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candidates.append(
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{
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**Candidate(
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@@ -187,7 +202,7 @@ class Experiments:
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).model_dump(mode="json"),
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"bindings": item["bindings"],
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"input_ids": list(body.input_ids),
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"validation": validation,
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**findings,
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"changes": [
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self.diff(parent.get("expression", ""), item["expression"])
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for parent in parents
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@@ -197,16 +212,21 @@ class Experiments:
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)
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evidence = {
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"template": asset or {"content": template.model_dump(mode="json")},
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"field_availability": availability,
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"availability_basis": "各输入的已发布范围目录;若另有字段级证据,须同时满足",
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"combination_count": expanded["combination_count"],
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"seed": expanded["seed"],
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"operators_snapshot": operators_snapshot,
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"settings_snapshot": settings_snapshot,
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**validation_evidence,
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**(extra_evidence or {}),
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}
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return await self.save(template.name, kind, body.hypothesis, snapshots, parents, candidates, evidence)
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@staticmethod
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def check_syntax(expression, label="表达式"):
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"""Reject unsupported syntax before persistence; platform semantics are not inferred."""
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try:
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Parser(expression).parse()
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except (ExpressionError, RecursionError) as exc:
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raise HTTPException(422, f"{label}语法错误:{exc}") from None
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@staticmethod
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def diff(before, after):
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return [
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@@ -314,11 +334,20 @@ class Experiments:
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candidates = [item for item in candidates if item["client_item_id"] in chosen]
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if len(candidates) != len(chosen):
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raise HTTPException(422, "选择包含未知候选")
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else:
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elif experiment["kind"] != "template":
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candidates = [item for item in candidates if item["validation"]["status"] == "valid"]
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if not candidates or any(item["validation"]["status"] != "valid" for item in candidates):
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if not candidates:
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raise HTTPException(422, "请至少选择一条候选")
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if experiment["kind"] != "template" and any(item["validation"]["status"] != "valid" for item in candidates):
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raise HTTPException(422, "候选存在语法、类型或可用性问题,请先解决;至少保留一条已核实候选")
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inputs = experiment["inputs"]
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if experiment["kind"] == "template":
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# Historical collections follow the same syntax/scope contract; old row findings are irrelevant.
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for candidate in candidates:
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self.check_syntax(candidate["expression"], candidate["client_item_id"])
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scope = scope_of(SimulationSettings.model_validate(candidate["settings"]))
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if not inputs or any(item["scope"] != scope for item in inputs):
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raise HTTPException(422, "数据准备与回测参数组合不一致,请重新生成候选集合")
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return await Backtests(self.db).preview(
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PreviewInput(
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inline=DraftInput(
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@@ -345,6 +374,35 @@ class Experiments:
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preserve_source=True,
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)
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async def start_template_backtest(self, experiment_id, body):
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"""Start the explicitly selected immutable collection in the caller's transaction.
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Account locking covers preview creation as well as run creation, so concurrent
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retries share one run. Reusing a key for another collection/selection raises 409.
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The caller must wake the runner only after committing this transaction.
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"""
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chosen = set(body.candidate_ids)
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if len(chosen) != len(body.candidate_ids):
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raise HTTPException(422, "候选选择包含重复项")
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await self.db.scalar(select(Account).where(Account.id == 1).with_for_update())
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previous = await self.db.scalar(select(BacktestRun).where(BacktestRun.idempotency_key == body.idempotency_key))
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if previous:
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saved = await self.db.get(BacktestPreview, previous.preview_id)
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if previous.source.get("research_id") != experiment_id or chosen != {
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c["client_item_id"] for c in saved.candidates
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}:
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raise HTTPException(409, "幂等键已用于另一候选集合或选择")
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return await Backtests(self.db).run(previous.id)
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experiment = await self.get(experiment_id)
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if experiment["kind"] != "template":
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raise HTTPException(422, "此入口仅用于模板候选集合")
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if experiment["archived"]:
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raise HTTPException(409, "候选集合已删除")
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preview = await self.preview(experiment_id, body.candidate_ids)
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return await Backtests(self.db).start(StartInput(
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preview_id=preview["preview_id"], version=preview["version"], idempotency_key=body.idempotency_key,
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))
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async def setting_variants(self, body, *, parent_snapshot=None, extra_evidence=None, kind="variant"):
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parents = (
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[parent_snapshot] if parent_snapshot is not None else await self.parents([body.alpha_id], [])
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@@ -2,6 +2,7 @@
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from fastapi import APIRouter, Depends, HTTPException, Query, Request
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from ..backtests.contracts import RunOutput
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from ..security import require_auth
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from .assets import Assets
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from .comparisons import compare
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@@ -22,6 +23,7 @@ from .workspace_contracts import (
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ImportCommit,
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ImportPreview,
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SettingVariants,
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TemplateBacktest,
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WorkflowSpec,
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)
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@@ -149,6 +151,14 @@ async def preview(experiment_id: str, body: ExperimentPreview, request: Request)
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return await Experiments(db).preview(experiment_id, body.candidate_ids)
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@router.post("/experiments/{experiment_id}/backtest", status_code=202, response_model=RunOutput)
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async def template_backtest(experiment_id: str, body: TemplateBacktest, request: Request):
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async with request.app.state.sessions.begin() as db:
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result = await Experiments(db).start_template_backtest(experiment_id, body)
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request.app.state.runner.backtests.wake.set()
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return result
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@router.post("/variants/settings", status_code=201)
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async def settings_variants(body: SettingVariants, request: Request):
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async with request.app.state.sessions.begin() as db:
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@@ -522,7 +522,8 @@ class ResearchRuntime:
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"type": "candidates",
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"experiment_id": experiment["id"],
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"candidate_ids": [
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c["client_item_id"] for c in experiment["candidates"] if c["validation"]["status"] == "valid"
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c["client_item_id"] for c in experiment["candidates"]
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if experiment["kind"] == "template" or c["validation"]["status"] == "valid"
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],
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}
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ids = step.output["candidate_ids"]
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@@ -144,6 +144,11 @@ class ExperimentPreview(Contract):
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candidate_ids: list[str] | None = Field(default=None, min_length=1, max_length=10000)
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class TemplateBacktest(Contract):
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candidate_ids: list[str] = Field(min_length=1, max_length=10000)
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idempotency_key: str = Field(min_length=1, max_length=100)
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class EvaluationRules(Contract):
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version: Literal["research-v1"] = "research-v1"
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sharpe_min: float = Field(default=1.0, allow_inf_nan=False)
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