rustrade-execution 0.21.0

Stream private account data from financial venues, and execute (live or mock) orders.
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
//! A [`SimulatedVenue`]'s state as plain data, and the venue it restores.

use super::price_window::PriceWindow;
use super::{NetPosition, SimulatedVenue, VenueRegime, liquidation::LiquidationState};
use crate::{
    balance::MarginDetails,
    client::mock::MockExecutionConfig,
    exchange::mock::account::{AccountState, AccountStateSnapshot, DuplicateSeededOrder},
    slippage::Slippage,
    stored::FormatVersion,
};
use chrono::{DateTime, Utc};
use fnv::FnvHashMap;
use itertools::Itertools;
use rust_decimal::Decimal;
use rustrade_instrument::{
    asset::name::AssetNameExchange,
    exchange::ExchangeId,
    instrument::{Instrument, name::InstrumentNameExchange},
};
use serde::{Deserialize, Serialize};
use std::{
    collections::{BTreeSet, HashSet},
    hash::Hash,
};
use thiserror::Error;

/// Everything a [`SimulatedVenue`] has accumulated since it was built, as a value serde can write,
/// from which [`SimulatedVenue::from_snapshot`] builds a venue that carries on exactly as this one
/// would have.
///
/// Taken by [`SimulatedVenue::snapshot`]. When and where to keep one is the caller's choice.
///
/// # What it holds
/// - The account: every balance with its loan and unpaid interest, every open and held order with
///   what is held against it and its place in the queue, the orders that ended, and the trades.
/// - The net position of each cash-settled instrument, with its entry price.
/// - The order, trade and cash-flow id sequences, so no id the venue mints after a restore repeats
///   one minted before it.
/// - The venue's clock: the latest instant it reached and the instant up to which it has charged
///   interest and holding costs.
/// - The debt it last reported, whether a liquidation is under way or a margin call outstanding,
///   the prices over the borrow price window, and how far the slippage stream has drawn.
///
/// # What it does not hold
/// - **The configuration**, and the models set by builder methods (holding costs, margin interest,
///   a fill model, shortability): code, not data. Restore with the configuration and models the
///   venue ran with. A changed fee model or interest model applies from the restore on.
/// - **The market**: what the venue last observed is stale by the time it is restored. A restored
///   venue holds no market until its driver feeds one, so it values and matches nothing before
///   then, as a fresh venue does not.
/// - **Warnings it gave once**, which a restored venue gives again.
///
/// # The time between the snapshot and the restore
/// A restored venue resumes from the instant recorded:
/// - **Interest and holding costs** are charged for every boundary after it, once its clock first
///   moves, as for a host that slept through them.
/// - **A resting order** is matched against the first market observed after the restore, as on
///   any observation. A price that crossed it and turned back while the venue was not running was
///   never observed, so the order did not fill.
///
/// # Versions
/// Carries a format [`version`](Self::version). In a self-describing format such as JSON, fields a
/// later release adds are read with defaults from an older snapshot. A change an older snapshot
/// cannot be read under raises the version, and [`SimulatedVenue::from_snapshot`] refuses a
/// version other than [`VERSION`](Self::VERSION).
///
/// A snapshot whose shape this release cannot parse fails in the deserialiser, before it reaches
/// the venue. Read one as a [`Stored`](crate::stored::Stored) snapshot to be told the version it
/// was written in instead.
///
/// `Ord` and `Hash` exist so it can sit in an engine output, which requires them, and are not a
/// meaningful ranking.
#[derive(Debug, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Deserialize, Serialize)]
pub struct SimulatedVenueSnapshot {
    version: u32,
    exchange: ExchangeId,
    regime: VenueRegime,
    /// Sorted.
    instruments: Vec<InstrumentNameExchange>,
    account: AccountStateSnapshot,
    /// Sorted by instrument.
    positions: Vec<(InstrumentNameExchange, NetPosition)>,
    order_sequence: u64,
    /// Written as a string: a number this wide does not survive every reader, such as a
    /// [`Stored`](crate::stored::Stored) snapshot read from JSON.
    #[serde(with = "u128_as_string")]
    order_id_start: u128,
    trade_sequence: u64,
    cash_flow_sequence: u64,
    time_exchange: DateTime<Utc>,
    accrued_through: Option<DateTime<Utc>>,
    /// Sorted by asset.
    reported_debt: Vec<(AssetNameExchange, MarginDetails)>,
    liquidation_under_way: bool,
    margin_called: bool,
    /// Sorted by instrument.
    borrow_prices: Vec<(InstrumentNameExchange, PriceWindow)>,
    slippage_draws: u64,
    checkpoint_sequence: u64,
}

impl SimulatedVenueSnapshot {
    /// The format version this release writes, and the only one it restores.
    pub const VERSION: u32 = 1;

    /// The format version this snapshot was written in.
    pub fn version(&self) -> u32 {
        self.version
    }

    /// The exchange the venue simulated.
    pub fn exchange(&self) -> ExchangeId {
        self.exchange
    }

    /// The venue's price source, which the restored venue keeps.
    pub fn regime(&self) -> VenueRegime {
        self.regime
    }

    /// The latest instant the venue's clock had reached.
    pub fn time_exchange(&self) -> DateTime<Utc> {
        self.time_exchange
    }

    /// The net position of each cash-settled instrument the venue held one in, in contracts:
    /// positive long, negative short. A flat instrument is not listed, nor is a spot holding, which
    /// the venue holds as an asset balance.
    pub fn positions(&self) -> impl Iterator<Item = (&InstrumentNameExchange, Decimal)> + '_ {
        self.positions
            .iter()
            .map(|(instrument, position)| (instrument, position.quantity))
    }

    /// The instant up to which the venue had charged every interest and holding-cost boundary, or
    /// `None` if its clock had never moved.
    pub fn accrued_through(&self) -> Option<DateTime<Utc>> {
        self.accrued_through
    }
}

/// A [`SimulatedVenueSnapshot`] taken at one point in the venue's account stream, and sent on it as
/// an [`AccountEventKind::VenueCheckpoint`](crate::AccountEventKind::VenueCheckpoint): every event
/// the venue sent before it is in the snapshot, and none sent after it.
///
/// Made by [`SimulatedVenue::checkpoint`].
#[derive(Debug, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Deserialize, Serialize)]
pub struct VenueCheckpoint {
    /// Numbers the venue's checkpoints from one, counting across restores, so a caller can tell
    /// the checkpoint it asked for from an earlier one.
    pub id: u64,
    /// The venue's state at this point in its stream.
    pub snapshot: SimulatedVenueSnapshot,
}

/// Why [`SimulatedVenue::from_snapshot`] refused a [`SimulatedVenueSnapshot`].
#[derive(Debug, Clone, PartialEq, Eq, Error)]
#[non_exhaustive]
pub enum VenueRestoreError {
    /// The snapshot was written in a format version this release does not read.
    #[error("venue snapshot is format version {found}; this release reads version {supported}")]
    UnsupportedVersion { found: u32, supported: u32 },

    /// The snapshot is of another exchange than the configuration.
    #[error("venue snapshot is of {snapshot}, but the configuration simulates {config}")]
    ExchangeMismatch {
        snapshot: ExchangeId,
        config: ExchangeId,
    },

    /// The snapshot's venue traded other instruments than the venue being restored.
    #[error(
        "venue snapshot traded other instruments than the venue being restored: only in the \
         snapshot {only_in_snapshot:?}, only in the venue {only_in_venue:?}"
    )]
    InstrumentsMismatch {
        only_in_snapshot: Vec<InstrumentNameExchange>,
        only_in_venue: Vec<InstrumentNameExchange>,
    },

    /// The snapshot names an instrument it does not list among those it traded.
    #[error("venue snapshot names {0}, which it does not list among its instruments")]
    UnknownInstrument(InstrumentNameExchange),

    /// The snapshot was of a margin account and the configuration lends nothing, or the other way
    /// round.
    #[error(
        "venue snapshot is of a {} account, but the configuration {}",
        if *snapshot_margin { "margin" } else { "cash" },
        if *snapshot_margin { "sets no spot_margin" } else { "sets spot_margin" }
    )]
    MarginMismatch { snapshot_margin: bool },

    /// The snapshot lists one order id twice.
    #[error(transparent)]
    DuplicateOrder(#[from] DuplicateSeededOrder),

    /// The snapshot lists one instrument twice among its positions, or among its borrow price
    /// windows.
    #[error("venue snapshot lists {0} twice")]
    DuplicateInstrument(InstrumentNameExchange),

    /// The snapshot lists one asset twice among its balances, or among the debt it last reported.
    #[error("venue snapshot lists {0} twice")]
    DuplicateAsset(AssetNameExchange),
}

impl FormatVersion for SimulatedVenueSnapshot {
    // The inherent constant: an inherent item takes priority over the trait's, so this does not
    // refer to itself.
    const VERSION: u32 = Self::VERSION;

    fn format_version(&self) -> u32 {
        self.version
    }
}

/// A `u128` written as a decimal string.
mod u128_as_string {
    use serde::{Deserialize, Deserializer, Serializer, de::Error};

    pub(super) fn serialize<S: Serializer>(value: &u128, serializer: S) -> Result<S::Ok, S::Error> {
        serializer.collect_str(value)
    }

    pub(super) fn deserialize<'de, D: Deserializer<'de>>(
        deserializer: D,
    ) -> Result<u128, D::Error> {
        let text = <std::borrow::Cow<'de, str>>::deserialize(deserializer)?;
        text.parse().map_err(D::Error::custom)
    }
}

/// The first item `items` yields that an earlier one equals.
fn first_repeat<'a, T: Eq + Hash + 'a>(items: impl IntoIterator<Item = &'a T>) -> Option<&'a T> {
    let mut seen = HashSet::new();
    items.into_iter().find(|item| !seen.insert(*item))
}

impl SimulatedVenue {
    /// This venue's state as plain data: see [`SimulatedVenueSnapshot`].
    ///
    /// Taken between inputs, so it reflects every input applied so far and nothing of the next.
    pub fn snapshot(&self) -> SimulatedVenueSnapshot {
        SimulatedVenueSnapshot {
            version: SimulatedVenueSnapshot::VERSION,
            exchange: self.exchange,
            regime: self.regime,
            instruments: self.instruments.keys().cloned().sorted_unstable().collect(),
            account: self.account.snapshot(),
            positions: self
                .positions
                .iter()
                .map(|(instrument, position)| (instrument.clone(), *position))
                .sorted_unstable_by(|(a, _), (b, _)| a.cmp(b))
                .collect(),
            order_sequence: self.order_sequence,
            order_id_start: self.order_id_start,
            trade_sequence: self.trade_sequence,
            cash_flow_sequence: self.cash_flow_sequence,
            time_exchange: self.time_exchange_latest,
            accrued_through: self.accrued_through,
            reported_debt: self
                .reported_debt
                .iter()
                .map(|(asset, debt)| (asset.clone(), *debt))
                .sorted_unstable_by(|(a, _), (b, _)| a.cmp(b))
                .collect(),
            liquidation_under_way: self.liquidation.under_way(),
            margin_called: self.liquidation.margin_called(),
            borrow_prices: self
                .borrow_prices
                .iter()
                .map(|(instrument, window)| (instrument.clone(), window.clone()))
                .sorted_unstable_by(|(a, _), (b, _)| a.cmp(b))
                .collect(),
            slippage_draws: self.slippage.draws(),
            checkpoint_sequence: self.checkpoint_sequence,
        }
    }

    /// This venue's state, numbered as its next checkpoint: see [`VenueCheckpoint`].
    ///
    /// A driver sends it as an
    /// [`AccountEventKind::VenueCheckpoint`](crate::AccountEventKind::VenueCheckpoint) in order
    /// with the venue's other output, so whoever applies the stream up to it holds what the
    /// snapshot holds.
    pub fn checkpoint(&mut self) -> VenueCheckpoint {
        self.checkpoint_sequence += 1;
        VenueCheckpoint {
            id: self.checkpoint_sequence,
            snapshot: self.snapshot(),
        }
    }

    /// The venue `snapshot` was taken of, configured by `config` and trading `instruments`, which
    /// carries on exactly as that venue would have: see [`SimulatedVenueSnapshot`] for what it
    /// restores and what happens to the time in between.
    ///
    /// Takes the regime the snapshot's venue had; a driver checks [`regime`](Self::regime) is the
    /// one it drives. `config.initial_state` is not read: the snapshot's account replaces it. Add
    /// the models the venue ran with through the same builder methods as a fresh venue, such as
    /// [`with_margin_interest`](Self::with_margin_interest), which then charge from the recorded
    /// instant.
    ///
    /// # Errors
    /// - [`VenueRestoreError::UnsupportedVersion`] for a snapshot in another format version.
    /// - [`VenueRestoreError::ExchangeMismatch`] if `config` simulates another exchange.
    /// - [`VenueRestoreError::InstrumentsMismatch`] unless `instruments` are exactly the ones the
    ///   snapshot's venue traded.
    /// - [`VenueRestoreError::UnknownInstrument`] if the snapshot names an instrument it does not
    ///   list.
    /// - [`VenueRestoreError::MarginMismatch`] if the snapshot is of a margin account and `config`
    ///   sets no `spot_margin`, or the other way round.
    /// - [`VenueRestoreError::DuplicateOrder`] if the snapshot lists one order id twice among its
    ///   open orders, or among its cancelled, filled or expired ones.
    /// - [`VenueRestoreError::DuplicateInstrument`] or [`VenueRestoreError::DuplicateAsset`] if it
    ///   lists one instrument or asset twice in a list that holds each once.
    ///
    /// # Cost
    /// The slippage stream is resumed by drawing again every value the snapshot's venue drew, one
    /// per fill it slipped, so a restore takes time in proportion to the snapshot's fills. A
    /// snapshot is trusted input: one edited to claim a vast number of draws restores as slowly.
    pub fn from_snapshot(
        config: &MockExecutionConfig,
        instruments: FnvHashMap<InstrumentNameExchange, Instrument<ExchangeId, AssetNameExchange>>,
        snapshot: SimulatedVenueSnapshot,
    ) -> Result<Self, VenueRestoreError> {
        if snapshot.version != SimulatedVenueSnapshot::VERSION {
            return Err(VenueRestoreError::UnsupportedVersion {
                found: snapshot.version,
                supported: SimulatedVenueSnapshot::VERSION,
            });
        }
        if snapshot.exchange != config.mocked_exchange {
            return Err(VenueRestoreError::ExchangeMismatch {
                snapshot: snapshot.exchange,
                config: config.mocked_exchange,
            });
        }

        let listed = snapshot.instruments.iter().collect::<BTreeSet<_>>();
        let trading = instruments.keys().collect::<BTreeSet<_>>();
        if listed != trading {
            return Err(VenueRestoreError::InstrumentsMismatch {
                only_in_snapshot: listed
                    .difference(&trading)
                    .map(|&name| name.clone())
                    .collect(),
                only_in_venue: trading
                    .difference(&listed)
                    .map(|&name| name.clone())
                    .collect(),
            });
        }
        if let Some(unknown) = snapshot
            .account
            .instruments()
            .chain(snapshot.positions.iter().map(|(instrument, _)| instrument))
            .chain(
                snapshot
                    .borrow_prices
                    .iter()
                    .map(|(instrument, _)| instrument),
            )
            .find(|instrument| !instruments.contains_key(*instrument))
        {
            return Err(VenueRestoreError::UnknownInstrument(unknown.clone()));
        }
        // Each list below becomes a map, which would keep one of two entries and drop the other.
        if let Some(repeat) = first_repeat(snapshot.positions.iter().map(|(name, _)| name))
            .or_else(|| first_repeat(snapshot.borrow_prices.iter().map(|(name, _)| name)))
        {
            return Err(VenueRestoreError::DuplicateInstrument(repeat.clone()));
        }
        if let Some(repeat) = first_repeat(snapshot.account.balance_assets())
            .or_else(|| first_repeat(snapshot.reported_debt.iter().map(|(asset, _)| asset)))
        {
            return Err(VenueRestoreError::DuplicateAsset(repeat.clone()));
        }
        if snapshot.account.margin() != config.spot_margin.is_some() {
            return Err(VenueRestoreError::MarginMismatch {
                snapshot_margin: snapshot.account.margin(),
            });
        }

        let SimulatedVenueSnapshot {
            version: _,
            exchange: _,
            regime,
            instruments: _,
            account,
            positions,
            order_sequence,
            order_id_start,
            trade_sequence,
            cash_flow_sequence,
            time_exchange,
            accrued_through,
            reported_debt,
            liquidation_under_way,
            margin_called,
            borrow_prices,
            slippage_draws,
            checkpoint_sequence,
        } = snapshot;

        let mut venue = Self::assemble(
            config,
            instruments,
            regime,
            AccountState::from_snapshot(account)?,
            positions.into_iter().collect(),
            order_id_start,
            reported_debt.into_iter().collect(),
        );
        venue.order_sequence = order_sequence;
        venue.trade_sequence = trade_sequence;
        venue.cash_flow_sequence = cash_flow_sequence;
        venue.time_exchange_latest = time_exchange;
        venue.accrued_through = accrued_through;
        venue.liquidation = LiquidationState::restored(liquidation_under_way, margin_called);
        // A window the configuration no longer sets would never be read or trimmed.
        if config
            .spot_margin
            .as_ref()
            .is_some_and(|margin| margin.borrow_price_window().is_some())
        {
            venue.borrow_prices = borrow_prices.into_iter().collect();
        } else if !borrow_prices.is_empty() {
            tracing::warn!(
                exchange = %config.mocked_exchange,
                windows = borrow_prices.len(),
                "restored venue drops the borrow price windows of its snapshot: the configuration \
                 sets no borrow price window"
            );
        }
        venue.slippage = Slippage::resumed(config.slippage, slippage_draws);
        venue.checkpoint_sequence = checkpoint_sequence;
        venue.refresh_next_charge();
        venue.refresh_next_interest();
        Ok(venue)
    }
}