feat(BT-002): add historical snapshot provider

This commit is contained in:
Bu5hm4nn
2026-03-27 18:31:28 +01:00
parent 1a6760bee3
commit 477514f838
15 changed files with 822 additions and 82 deletions

View File

@@ -1,7 +1,6 @@
from __future__ import annotations
from dataclasses import dataclass
from datetime import date
from app.models.backtest import (
BacktestDailyPoint,
@@ -9,21 +8,21 @@ from app.models.backtest import (
BacktestSummaryMetrics,
TemplateBacktestResult,
)
from app.models.strategy_template import StrategyTemplate, TemplateLeg
from app.services.backtesting.historical_provider import DailyClosePoint, SyntheticHistoricalProvider
from app.models.strategy_template import StrategyTemplate
from app.services.backtesting.historical_provider import (
BacktestHistoricalProvider,
DailyClosePoint,
HistoricalOptionPosition,
)
@dataclass
class OpenSyntheticPosition:
position_id: str
leg: TemplateLeg
strike: float
expiry: date
quantity: float
class OpenSyntheticPosition(HistoricalOptionPosition):
pass
class SyntheticBacktestEngine:
def __init__(self, provider: SyntheticHistoricalProvider) -> None:
def __init__(self, provider: BacktestHistoricalProvider) -> None:
self.provider = provider
def run_template(
@@ -36,9 +35,9 @@ class SyntheticBacktestEngine:
cash_balance = scenario.initial_portfolio.cash_balance
total_hedge_cost = 0.0
total_option_payoff_realized = 0.0
warnings: list[str] = []
open_positions = self._open_positions(scenario, template, history, start_day)
opening_quotes = [self._mark_position(position, start_day) for position in open_positions]
opening_cost = sum(quote.mark * quote.quantity for quote in opening_quotes)
opening_cost = sum(position.entry_price * position.quantity for position in open_positions)
cash_balance -= opening_cost
total_hedge_cost += opening_cost
@@ -48,23 +47,23 @@ class SyntheticBacktestEngine:
realized_option_cashflow = 0.0
option_market_value = 0.0
active_position_ids: list[str] = []
remaining_positions: list[OpenSyntheticPosition] = []
remaining_positions: list[HistoricalOptionPosition] = []
for position in open_positions:
if day.date >= position.expiry:
intrinsic = self.provider.intrinsic_value(
option_type=position.leg.option_type,
spot=day.close,
strike=position.strike,
)
payoff = intrinsic * position.quantity
cash_balance += payoff
realized_option_cashflow += payoff
total_option_payoff_realized += payoff
valuation = self.provider.mark_position(
position,
symbol=scenario.symbol,
as_of_date=day.date,
spot=day.close,
)
self._append_warning(warnings, valuation.warning)
if not valuation.is_active:
cash_balance += valuation.realized_cashflow
realized_option_cashflow += valuation.realized_cashflow
total_option_payoff_realized += valuation.realized_cashflow
continue
quote = self._mark_position(position, day)
option_market_value += quote.mark * position.quantity
option_market_value += valuation.mark * position.quantity
active_position_ids.append(position.position_id)
remaining_positions.append(position)
@@ -113,6 +112,7 @@ class SyntheticBacktestEngine:
template_name=template.display_name,
summary_metrics=summary,
daily_path=tuple(daily_points),
warnings=tuple(warnings),
)
def _open_positions(
@@ -121,30 +121,25 @@ class SyntheticBacktestEngine:
template: StrategyTemplate,
history: list[DailyClosePoint],
start_day: DailyClosePoint,
) -> list[OpenSyntheticPosition]:
positions: list[OpenSyntheticPosition] = []
) -> list[HistoricalOptionPosition]:
positions: list[HistoricalOptionPosition] = []
for index, leg in enumerate(template.legs, start=1):
expiry = self.provider.resolve_expiry(history, start_day.date, leg.target_expiry_days)
positions.append(
OpenSyntheticPosition(
position_id=f"{template.slug}-position-{index}",
self.provider.open_position(
symbol=scenario.symbol,
leg=leg,
strike=start_day.close * leg.strike_rule.value,
expiry=expiry,
quantity=scenario.initial_portfolio.underlying_units
* leg.allocation_weight
* leg.target_coverage_pct,
position_id=f"{template.slug}-position-{index}",
quantity=(
scenario.initial_portfolio.underlying_units * leg.allocation_weight * leg.target_coverage_pct
),
as_of_date=start_day.date,
spot=start_day.close,
trading_days=history,
)
)
return positions
def _mark_position(self, position: OpenSyntheticPosition, day: DailyClosePoint):
return self.provider.price_option(
position_id=position.position_id,
leg=position.leg,
spot=day.close,
strike=position.strike,
expiry=position.expiry,
quantity=position.quantity,
valuation_date=day.date,
)
@staticmethod
def _append_warning(warnings: list[str], warning: str | None) -> None:
if warning and warning not in warnings:
warnings.append(warning)