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fidc-backtest-engine/crates/fidc-core/src/portfolio_loss.rs
T

518 lines
19 KiB
Rust

//! Causal portfolio-loss state, independent of market-data and order adapters.
use std::collections::VecDeque;
use chrono::{DateTime, FixedOffset, NaiveDate, Utc};
use serde::{Deserialize, Serialize};
use thiserror::Error;
const STATE_SCHEMA: &str = "fidc.portfolio-loss-state/v1";
const MAX_OBSERVATIONS: usize = 120;
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(rename_all = "camelCase", deny_unknown_fields)]
pub struct PortfolioLossConfig {
pub lookback: usize,
pub loss_trigger: f64,
pub floor_exposure: f64,
pub cooldown_trading_days: usize,
}
impl PortfolioLossConfig {
pub fn validate(&self) -> Result<(), PortfolioLossError> {
if !matches!(self.lookback, 10 | 20 | 40 | 60)
|| !self.loss_trigger.is_finite()
|| !(0.02..=0.30).contains(&self.loss_trigger)
|| !self.floor_exposure.is_finite()
|| !(0.0..=1.0).contains(&self.floor_exposure)
|| !(1..=120).contains(&self.cooldown_trading_days)
{
return Err(PortfolioLossError::InvalidConfig);
}
Ok(())
}
}
/// Finalized portfolio accounting, not a market close used as a proxy for NAV.
/// Unit NAV must already exclude external deposits and withdrawals.
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(rename_all = "camelCase", deny_unknown_fields)]
pub struct ClosedPortfolioSession {
pub date: NaiveDate,
pub previous_session_date: Option<NaiveDate>,
pub available_at: DateTime<Utc>,
pub start_unit_nav: f64,
pub end_unit_nav: f64,
pub start_gross_exposure: f64,
pub end_gross_exposure: f64,
pub source_sha256: String,
}
impl ClosedPortfolioSession {
fn validate(&self) -> Result<(), PortfolioLossError> {
let earliest = self.date.and_hms_opt(7, 30, 0).unwrap().and_utc();
if [self.start_unit_nav, self.end_unit_nav]
.iter()
.any(|value| !value.is_finite() || *value <= 0.0)
|| [self.start_gross_exposure, self.end_gross_exposure]
.iter()
.any(|value| !value.is_finite() || *value < 0.0)
|| self
.previous_session_date
.is_some_and(|date| date >= self.date)
|| self.available_at < earliest
|| self.source_sha256.len() != 64
|| !self
.source_sha256
.bytes()
.all(|byte| byte.is_ascii_digit() || (b'a'..=b'f').contains(&byte))
{
return Err(PortfolioLossError::InvalidObservation);
}
self.unit_return()?;
Ok(())
}
fn unit_return(&self) -> Result<Option<f64>, PortfolioLossError> {
let gross = self.start_gross_exposure.max(self.end_gross_exposure);
if gross <= 1e-12 {
return Ok(None);
}
let value = (self.end_unit_nav / self.start_unit_nav - 1.0) / gross;
if !value.is_finite() {
return Err(PortfolioLossError::InvalidObservation);
}
Ok(Some(value))
}
}
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(rename_all = "camelCase", deny_unknown_fields)]
pub struct PortfolioLossDecision {
pub execution_date: NaiveDate,
pub observed_through: Option<NaiveDate>,
pub observation_count: usize,
pub trailing_unit_return: Option<f64>,
pub threshold_breached: bool,
pub newly_triggered: bool,
pub risk_off: bool,
pub cooldown_before: usize,
pub cooldown_after: usize,
pub target_exposure: f64,
}
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(rename_all = "camelCase", deny_unknown_fields)]
pub struct PortfolioLossState {
schema_version: String,
config: PortfolioLossConfig,
started_on: NaiveDate,
observations: VecDeque<ClosedPortfolioSession>,
last_session: Option<ClosedPortfolioSession>,
cooldown_remaining: usize,
trigger_count: usize,
last_decision: Option<PortfolioLossDecision>,
}
#[derive(Debug, Error, PartialEq, Eq)]
pub enum PortfolioLossError {
#[error("invalid portfolio loss configuration")]
InvalidConfig,
#[error("invalid finalized portfolio session observation")]
InvalidObservation,
#[error("portfolio loss state does not match its frozen configuration")]
StateMismatch,
#[error("portfolio session history is missing, reordered or corrected")]
SessionDiscontinuity,
#[error("portfolio loss observation is not visible at the decision")]
ObservationNotVisible,
#[error("portfolio loss decisions must follow trading-session order")]
DecisionOrder,
}
impl PortfolioLossState {
pub fn new(
config: PortfolioLossConfig,
started_on: NaiveDate,
) -> Result<Self, PortfolioLossError> {
config.validate()?;
Ok(Self {
schema_version: STATE_SCHEMA.to_owned(),
config,
started_on,
observations: VecDeque::new(),
last_session: None,
cooldown_remaining: 0,
trigger_count: 0,
last_decision: None,
})
}
/// Validation is required after deserialization; a JSON hash alone is not
/// account/generation authorization, which belongs to the state owner.
pub fn validate(&self, expected: &PortfolioLossConfig) -> Result<(), PortfolioLossError> {
expected.validate()?;
if self.schema_version != STATE_SCHEMA
|| &self.config != expected
|| self.observations.len() > MAX_OBSERVATIONS
|| self.cooldown_remaining >= expected.cooldown_trading_days
{
return Err(PortfolioLossError::StateMismatch);
}
let mut previous = None;
for item in &self.observations {
item.validate()?;
if item.date < self.started_on
|| previous.is_some_and(|date| item.date <= date)
|| item.unit_return()?.is_none()
{
return Err(PortfolioLossError::StateMismatch);
}
previous = Some(item.date);
}
if let Some(last) = &self.last_session {
last.validate()?;
if last.date < self.started_on
|| previous.is_some_and(|date| date > last.date)
|| (last.unit_return()?.is_some() && self.observations.back() != Some(last))
{
return Err(PortfolioLossError::StateMismatch);
}
} else if !self.observations.is_empty() {
return Err(PortfolioLossError::StateMismatch);
}
if let Some(decision) = &self.last_decision {
let breached = decision
.trailing_unit_return
.is_some_and(|value| value <= -expected.loss_trigger);
let triggered = decision.cooldown_before == 0 && breached;
let after = if decision.cooldown_before > 0 {
decision.cooldown_before - 1
} else if triggered {
expected.cooldown_trading_days - 1
} else {
0
};
if decision.execution_date < self.started_on
|| decision
.observed_through
.is_some_and(|date| date >= decision.execution_date)
|| !decision.target_exposure.is_finite()
|| !(0.0..=1.0).contains(&decision.target_exposure)
|| decision
.trailing_unit_return
.is_some_and(|value| !value.is_finite())
|| decision.cooldown_after != self.cooldown_remaining
|| decision.observation_count > MAX_OBSERVATIONS
|| decision.cooldown_before >= expected.cooldown_trading_days
|| decision.threshold_breached != breached
|| decision.newly_triggered != triggered
|| decision.risk_off != (decision.cooldown_before > 0 || triggered)
|| decision.cooldown_after != after
|| decision.trailing_unit_return.is_some()
!= (decision.observation_count >= expected.lookback)
|| self.trigger_count
> (decision.execution_date - self.started_on).num_days() as usize + 1
{
return Err(PortfolioLossError::StateMismatch);
}
} else if self.cooldown_remaining != 0 || self.trigger_count != 0 {
return Err(PortfolioLossError::StateMismatch);
}
Ok(())
}
/// Exact duplicate delivery is idempotent. Historical corrections require
/// explicit reconciliation instead of changing an already-used window.
pub fn observe(&mut self, session: ClosedPortfolioSession) -> Result<bool, PortfolioLossError> {
self.validate(&self.config)?;
session.validate()?;
if self.last_session.as_ref() == Some(&session) {
return Ok(false);
}
let previous_date = self.last_session.as_ref().map(|value| value.date);
if session.date < self.started_on
|| session.previous_session_date != previous_date
|| previous_date.is_some_and(|date| session.date <= date)
|| (previous_date.is_none() && session.date != self.started_on)
|| self
.last_session
.as_ref()
.is_some_and(|last| session.start_unit_nav != last.end_unit_nav)
{
return Err(PortfolioLossError::SessionDiscontinuity);
}
if session.unit_return()?.is_some() {
self.observations.push_back(session.clone());
if self.observations.len() > MAX_OBSERVATIONS {
self.observations.pop_front();
}
}
self.last_session = Some(session);
Ok(true)
}
pub fn decide(
&mut self,
execution_date: NaiveDate,
previous_completed_session: Option<NaiveDate>,
decision_at: DateTime<Utc>,
risk_on_exposure: f64,
) -> Result<PortfolioLossDecision, PortfolioLossError> {
self.validate(&self.config)?;
if !risk_on_exposure.is_finite() || !(0.0..=1.0).contains(&risk_on_exposure) {
return Err(PortfolioLossError::InvalidConfig);
}
if execution_date < self.started_on
|| previous_completed_session.is_some_and(|date| date >= execution_date)
|| decision_at
.with_timezone(&FixedOffset::east_opt(8 * 3600).unwrap())
.date_naive()
!= execution_date
|| self
.last_decision
.as_ref()
.is_some_and(|last| execution_date < last.execution_date)
{
return Err(PortfolioLossError::DecisionOrder);
}
if let Some(last) = &self.last_session {
if last.date >= execution_date || last.available_at > decision_at {
return Err(PortfolioLossError::ObservationNotVisible);
}
if Some(last.date) != previous_completed_session {
return Err(PortfolioLossError::SessionDiscontinuity);
}
} else if execution_date != self.started_on {
return Err(PortfolioLossError::SessionDiscontinuity);
}
if let Some(cached) = self
.last_decision
.as_mut()
.filter(|last| last.execution_date == execution_date)
{
cached.target_exposure = if cached.risk_off {
self.config.floor_exposure.min(risk_on_exposure)
} else {
risk_on_exposure
};
return Ok(cached.clone());
}
let trailing = if self.observations.len() >= self.config.lookback {
let start = self.observations.len() - self.config.lookback;
let mut growth = 1.0;
for item in self.observations.iter().skip(start) {
growth *=
(1.0 + item.unit_return()?.expect("nonzero exposure observation")).max(0.0);
}
let result = growth - 1.0;
if !result.is_finite() {
return Err(PortfolioLossError::InvalidObservation);
}
Some(result)
} else {
None
};
let breached = trailing.is_some_and(|value| value <= -self.config.loss_trigger);
let before = self.cooldown_remaining;
let triggered = before == 0 && breached;
let risk_off = before > 0 || triggered;
let after = if before > 0 {
before - 1
} else if triggered {
self.config.cooldown_trading_days - 1
} else {
0
};
let decision = PortfolioLossDecision {
execution_date,
observed_through: self.last_session.as_ref().map(|value| value.date),
observation_count: self.observations.len(),
trailing_unit_return: trailing,
threshold_breached: breached,
newly_triggered: triggered,
risk_off,
cooldown_before: before,
cooldown_after: after,
target_exposure: if risk_off {
self.config.floor_exposure.min(risk_on_exposure)
} else {
risk_on_exposure
},
};
self.cooldown_remaining = after;
self.trigger_count += usize::from(triggered);
self.last_decision = Some(decision.clone());
Ok(decision)
}
pub fn last_session(&self) -> Option<&ClosedPortfolioSession> {
self.last_session.as_ref()
}
pub fn last_decision(&self) -> Option<&PortfolioLossDecision> {
self.last_decision.as_ref()
}
}
#[cfg(test)]
mod tests {
use super::*;
use chrono::{Duration, TimeZone};
fn date(day: i64) -> NaiveDate {
NaiveDate::from_ymd_opt(2023, 1, 3).unwrap() + Duration::days(day)
}
fn time(day: i64, hour: u32) -> DateTime<Utc> {
Utc.from_utc_datetime(&date(day).and_hms_opt(hour, 0, 0).unwrap())
}
fn config() -> PortfolioLossConfig {
PortfolioLossConfig {
lookback: 10,
loss_trigger: 0.05,
floor_exposure: 0.2,
cooldown_trading_days: 3,
}
}
fn session(day: i64, start: f64, end: f64, gross: f64) -> ClosedPortfolioSession {
ClosedPortfolioSession {
date: date(day),
previous_session_date: (day > 0).then(|| date(day - 1)),
available_at: time(day, 8),
start_unit_nav: start,
end_unit_nav: end,
start_gross_exposure: gross,
end_gross_exposure: gross,
source_sha256: "a".repeat(64),
}
}
#[test]
fn restart_is_exact_and_duplicate_decisions_do_not_consume_cooldown() {
let mut state = PortfolioLossState::new(config(), date(0)).unwrap();
let mut nav = 1.0;
for day in 0..10 {
let end = nav * 0.994;
state.observe(session(day, nav, end, 1.0)).unwrap();
nav = end;
}
let first = state
.decide(date(10), Some(date(9)), time(10, 1), 0.9)
.unwrap();
assert!(first.newly_triggered);
assert_eq!(first.cooldown_after, 2);
let serialized = serde_json::to_string(&state).unwrap();
let mut restored: PortfolioLossState = serde_json::from_str(&serialized).unwrap();
restored.validate(&config()).unwrap();
assert_eq!(
first,
restored
.decide(date(10), Some(date(9)), time(10, 1), 0.9)
.unwrap()
);
let lowered = restored
.decide(date(10), Some(date(9)), time(10, 2), 0.1)
.unwrap();
assert_eq!(lowered.target_exposure, 0.1);
assert_eq!(lowered.cooldown_after, 2);
for day in 10..15 {
let end = nav * 1.01;
let row = session(day, nav, end, 0.2);
state.observe(row.clone()).unwrap();
restored.observe(row).unwrap();
nav = end;
assert_eq!(
state
.decide(date(day + 1), Some(date(day)), time(day + 1, 1), 0.9)
.unwrap(),
restored
.decide(date(day + 1), Some(date(day)), time(day + 1, 1), 0.9)
.unwrap()
);
}
}
#[test]
fn refuses_future_missing_corrected_and_incomplete_accounting() {
let mut state = PortfolioLossState::new(config(), date(0)).unwrap();
let first = session(0, 1.0, 0.99, 1.0);
assert!(state.observe(first.clone()).unwrap());
assert!(!state.observe(first.clone()).unwrap());
let original = state.clone();
let mut changed = first;
changed.end_unit_nav = 0.98;
assert_eq!(
state.observe(changed),
Err(PortfolioLossError::SessionDiscontinuity)
);
assert_eq!(state, original);
assert_eq!(
state.decide(date(0), None, time(0, 1), 0.9),
Err(PortfolioLossError::ObservationNotVisible)
);
assert_eq!(
state.decide(date(2), Some(date(1)), time(2, 1), 0.9),
Err(PortfolioLossError::SessionDiscontinuity)
);
let mut late = PortfolioLossState::new(config(), date(0)).unwrap();
let mut delayed = session(0, 1.0, 0.99, 1.0);
delayed.available_at = time(2, 1);
late.observe(delayed).unwrap();
assert_eq!(
late.decide(date(1), Some(date(0)), time(1, 1), 0.9),
Err(PortfolioLossError::ObservationNotVisible)
);
let mut invalid = session(1, 0.99, 1.0, 1.0);
invalid.end_unit_nav = f64::NAN;
assert_eq!(
state.observe(invalid),
Err(PortfolioLossError::InvalidObservation)
);
}
#[test]
fn cash_sessions_preserve_continuity_without_inventing_returns() {
let mut state = PortfolioLossState::new(config(), date(0)).unwrap();
for day in 0..20 {
state.observe(session(day, 1.0, 1.0, 0.0)).unwrap();
}
let decision = state
.decide(date(20), Some(date(19)), time(20, 1), 0.9)
.unwrap();
assert_eq!(decision.observation_count, 0);
assert_eq!(decision.trailing_unit_return, None);
assert_eq!(decision.target_exposure, 0.9);
assert_eq!(state.last_session().unwrap().date, date(19));
}
#[test]
fn restored_state_rejects_changed_policy_and_forged_cooldown() {
let state = PortfolioLossState::new(config(), date(0)).unwrap();
let mut changed = config();
changed.floor_exposure = 0.5;
assert_eq!(
state.validate(&changed),
Err(PortfolioLossError::StateMismatch)
);
let mut forged = state.clone();
forged.cooldown_remaining = 1;
assert_eq!(
forged.validate(&config()),
Err(PortfolioLossError::StateMismatch)
);
}
#[test]
fn nav_serialization_preserves_float_bits() {
let mut seed = 0xabcddcba12345678_u64;
for _ in 0..2000 {
seed ^= seed << 13;
seed ^= seed >> 7;
seed ^= seed << 17;
let value = 0.01 + (seed as f64 / u64::MAX as f64) * 9.99;
let serialized = serde_json::to_string(&value).unwrap();
let restored: f64 = serde_json::from_str(&serialized).unwrap();
assert_eq!(value.to_bits(), restored.to_bits());
}
}
}