yuxuanhui
130 lines
5.4 KiB
Python
130 lines
5.4 KiB
Python
"""Resolve fixed data inputs and produce previews without submitting simulations.
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Callers own authorization and transactions. Binding checks establish provenance,
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not FASTEXPR operator semantics or the account's current platform permissions.
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"""
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from fastapi import HTTPException
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from sqlalchemy import select
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from ..backtests.contracts import Candidate, DraftInput, PreviewInput, Source
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from ..catalog.contracts import EntryOutput, InputPreparation
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from ..catalog.service import Catalog
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from ..models import CatalogEntry
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from .expressions import analyze, expand
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class ResearchBuilder:
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def __init__(self, db, backtests):
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self.db = db
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self.catalog = Catalog(db)
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self.backtests = backtests
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async def select_input(self, body):
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"""Fix explicit fields in one published version; reject missing or stale members."""
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collection = await self.catalog.collection(body.scope, body.dataset_id)
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chosen = set(body.field_ids)
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if len(chosen) != len(body.field_ids) or not chosen.issubset(collection["field_ids"]):
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raise HTTPException(422, "字段选择含重复、未知或其他数据集字段")
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saved = await self.catalog.prepare(
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InputPreparation(
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scope=body.scope,
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dataset_id=body.dataset_id,
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collection_version=body.collection_version,
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selection="explicit",
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excluded_ids=[field for field in collection["field_ids"] if field not in chosen],
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)
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)
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return await self.input_page(saved["id"])
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async def input_page(self, input_id, limit=25, offset=0, q="", field_type=None):
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"""Read the saved version, including field descriptions, with explicit pagination."""
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saved = await self.catalog.input(input_id)
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ids = [
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field
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for field in saved["field_ids"]
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if q.lower() in field.lower()
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and (field_type is None or saved["field_types"].get(field) == field_type)
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]
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page = ids[offset : offset + limit]
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entries = {
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row.id: row
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for row in await self.db.scalars(
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select(CatalogEntry).where(
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CatalogEntry.batch_id == saved["collection_version"], CatalogEntry.id.in_(page)
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)
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)
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}
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return {
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**{
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k: saved[k]
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for k in ("id", "scope", "dataset_id", "collection_version", "selection", "created_at")
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},
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"field_count": len(saved["field_ids"]),
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"items": [
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EntryOutput.model_validate(entries[field], from_attributes=True).model_dump()
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for field in page
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],
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"total": len(ids),
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"limit": limit,
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"offset": offset,
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"has_more": offset + limit < len(ids),
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}
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async def prepare(self, body):
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"""Bind templates against an immutable input, then reuse the fixed-preview interface.
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Raises HTTPException(422) for wrong scope, membership or declared type.
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No expression execution or implicit cleaning/aggregation takes place here.
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"""
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saved = await self.catalog.input(body.template_input_id)
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scope = saved["scope"]
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candidates = []
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for item in body.candidates:
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settings = item.settings
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if (
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settings.instrumentType != scope["instrument_type"]
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or settings.region != scope["region"]
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or settings.universe != scope["universe"]
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or settings.delay != scope["delay"]
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):
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raise HTTPException(422, "候选模拟参数与输入快照的研究范围不一致")
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for binding in item.bindings.values():
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if binding.field_id not in saved["field_ids"]:
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raise HTTPException(422, "绑定字段不属于该输入快照，不能使用被排除或其他数据集字段")
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if saved["field_types"].get(binding.field_id) != binding.field_type:
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raise HTTPException(422, "字段类型声明与输入快照不一致，未知类型不能自动构建")
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expression = expand(
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item.expression_template,
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{name: [binding.field_id] for name, binding in item.bindings.items()},
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limit=1,
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)["items"][0]["expression"]
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validation = analyze(expression, saved["field_types"])
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if validation["syntax"] or validation["types"]:
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raise HTTPException(422, "；".join(validation["syntax"] + validation["types"]))
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if len(expression) > 20000:
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raise HTTPException(422, "绑定后的表达式超过 20000 字符")
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candidates.append(
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Candidate(
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client_item_id=item.client_item_id,
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expression=expression,
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settings=settings,
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)
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)
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source = Source.model_validate(
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{
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**body.source.model_dump(),
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"template_input_id": saved["id"],
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"hypothesis": body.hypothesis,
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}
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)
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return await self.backtests.preview(
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PreviewInput(
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inline=DraftInput(
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name=body.name,
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source=source,
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candidates=candidates,
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)
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)
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)
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