// This file is part of Moonfire NVR, a security camera network video recorder. // Copyright (C) 2019 The Moonfire NVR Authors; see AUTHORS and LICENSE.txt. // SPDX-License-Identifier: GPL-v3.0-or-later WITH GPL-3.0-linking-exception. //! Schema for "signals": enum-valued timeserieses. //! See the `signal` table within `schema.sql` for more information. use crate::json::{SignalConfig, SignalTypeConfig}; use crate::{coding, days}; use crate::{recording, SqlUuid}; use base::bail_t; use failure::{bail, format_err, Error}; use fnv::FnvHashMap; use log::debug; use rusqlite::{params, Connection, Transaction}; use std::collections::btree_map::Entry; use std::collections::{BTreeMap, BTreeSet}; use std::convert::TryFrom; use std::ops::Range; use uuid::Uuid; /// All state associated with signals. This is the entry point to this module. pub(crate) struct State { signals_by_id: BTreeMap, /// All types with known states. Note that currently there's no requirement an entry here /// exists for every `type_` specified in a `Signal`, and there's an implied `0` (unknown) /// state for every `Type`. types_by_uuid: FnvHashMap, /// All points in time. /// Invariants, checked by `State::debug_assert_point_invariants`: /// * the first point must have an empty previous state (all signals at state 0). /// * each point's prev state matches the previous point's after state. /// * the last point must have an empty final state (all signals changed to state 0). points_by_time: BTreeMap, /// Times which need to be flushed to the database. /// These either have a matching `points_by_time` entry or represent a removal. dirty_by_time: BTreeSet, max_signal_changes: Option, } /// Representation of all signals at a point in time. /// Each point matches a `signal_change` table row (when flushed). However, the in-memory /// representation keeps not only the changes as of that time but also the complete prior state. #[derive(Default)] struct Point { /// All data associated with the point. /// /// `data[0..changes_off]` represents previous state (immediately prior to this point). /// `data[changes_off..]` represents the changes at this point. /// /// This representation could be 8 bytes shorter on 64-bit platforms by using a u32 for the /// lengths, but this would require some unsafe code. /// /// The serialized form stored here must always be valid. data: Box<[u8]>, changes_off: usize, } impl Point { /// Creates a new point from `prev` and `changes`. /// /// The caller is responsible for validation. In particular, `changes` must be a valid /// serialized form. fn new(prev: &BTreeMap, changes: &[u8]) -> Self { let mut data = Vec::with_capacity(3 * prev.len() + changes.len()); append_serialized(prev, &mut data); let changes_off = data.len(); data.extend(changes); Point { data: data.into_boxed_slice(), changes_off, } } fn swap(&mut self, other: &mut Point) { std::mem::swap(&mut self.data, &mut other.data); std::mem::swap(&mut self.changes_off, &mut other.changes_off); } /// Returns an iterator over state as of immediately before this point. fn prev(&self) -> PointDataIterator { PointDataIterator::new(&self.data[0..self.changes_off]) } /// Returns an iterator over changes in this point. fn changes(&self) -> PointDataIterator { PointDataIterator::new(&self.data[self.changes_off..]) } /// Returns a mapping of signals to states immediately after this point. fn after(&self) -> BTreeMap { let mut after = BTreeMap::new(); let mut it = self.prev(); while let Some((signal, state)) = it.next().expect("in-mem prev is valid") { after.insert(signal, state); } self.changes().update_map(&mut after); after } } /// Appends a serialized form of `from` into `to`. /// /// `from` must be an iterator of `(signal, state)` with signal numbers in monotonically increasing /// order. fn append_serialized<'a, I>(from: I, to: &mut Vec) where I: IntoIterator, { let mut next_allowed = 0; for (&signal, &state) in from.into_iter() { assert!(signal >= next_allowed); coding::append_varint32(signal - next_allowed, to); coding::append_varint32(state as u32, to); next_allowed = signal + 1; } } fn serialize(from: &BTreeMap) -> Vec { let mut to = Vec::with_capacity(3 * from.len()); append_serialized(from, &mut to); to } struct PointDataIterator<'a> { data: &'a [u8], cur_pos: usize, cur_signal: u32, } impl<'a> PointDataIterator<'a> { fn new(data: &'a [u8]) -> Self { PointDataIterator { data, cur_pos: 0, cur_signal: 0, } } /// Returns an error, `None`, or `Some((signal, state))`. /// Note that errors should be impossible on in-memory data; this returns `Result` for /// validating blobs as they're read from the database. fn next(&mut self) -> Result, Error> { if self.cur_pos == self.data.len() { return Ok(None); } let (signal_delta, p) = coding::decode_varint32(self.data, self.cur_pos).map_err(|()| { format_err!( "varint32 decode failure; data={:?} pos={}", self.data, self.cur_pos ) })?; let (state, p) = coding::decode_varint32(self.data, p) .map_err(|()| format_err!("varint32 decode failure; data={:?} pos={}", self.data, p))?; let signal = self.cur_signal.checked_add(signal_delta).ok_or_else(|| { format_err!("signal overflow: {} + {}", self.cur_signal, signal_delta) })?; if state > u16::max_value() as u32 { bail!("state overflow: {}", state); } self.cur_pos = p; self.cur_signal = signal + 1; Ok(Some((signal, state as u16))) } fn into_map(mut self) -> Result, Error> { let mut out = BTreeMap::new(); while let Some((signal, state)) = self.next()? { out.insert(signal, state); } Ok(out) } fn update_map(mut self, m: &mut BTreeMap) { while let Some((signal, state)) = self.next().expect("in-mem changes is valid") { if state == 0 { m.remove(&signal); } else { m.insert(signal, state); } } } } #[derive(Copy, Clone, Debug, PartialEq, Eq)] pub struct ListStateChangesRow { pub when: recording::Time, pub signal: u32, pub state: u16, } impl State { pub fn init(conn: &Connection, config: &crate::json::GlobalConfig) -> Result { let mut signals_by_id = State::init_signals(conn)?; let mut points_by_time = BTreeMap::new(); State::fill_points(conn, &mut points_by_time, &mut signals_by_id)?; let s = State { max_signal_changes: config.max_signal_changes, signals_by_id, types_by_uuid: State::init_types(conn)?, points_by_time, dirty_by_time: BTreeSet::new(), }; s.debug_assert_point_invariants(); Ok(s) } pub fn list_changes_by_time( &self, desired_time: Range, f: &mut dyn FnMut(&ListStateChangesRow), ) { // First find the state immediately before. If it exists, include it. if let Some((&when, p)) = self.points_by_time.range(..desired_time.start).next_back() { for (&signal, &state) in &p.after() { f(&ListStateChangesRow { when, signal, state, }); } } // Then include changes up to (but not including) the end time. // BTreeMap has a strange behavior in which it will panic if end < start, even though // std::ops::Range says "it is empty if start >= end". Make the behavior sane by hand. let t = desired_time.start..std::cmp::max(desired_time.end, desired_time.start); for (&when, p) in self.points_by_time.range(t) { let mut it = p.changes(); while let Some((signal, state)) = it.next().expect("in-mem changes is valid") { f(&ListStateChangesRow { when, signal, state, }); } } } pub fn update_signals( &mut self, when: Range, signals: &[u32], states: &[u16], ) -> Result<(), base::Error> { // Do input validation before any mutation. self.update_signals_validate(signals, states)?; // Follow the std::ops::Range convention of considering a range empty if its start >= end. // Bailing early in the empty case isn't just an optimization; apply_observation_end would // be incorrect otherwise. if when.end <= when.start { return Ok(()); } // Apply the end before the start so that the `prev` state can be examined. self.update_signals_end(when.clone(), signals, states); self.update_signals_start(when.start, signals, states); self.update_signals_middle(when, signals, states); self.debug_assert_point_invariants(); self.gc(); Ok(()) } /// Performs garbage collection if the number of points exceeds `max_signal_changes`. fn gc(&mut self) { let max = match self.max_signal_changes { None => return, Some(m) => m as usize, }; let to_remove = match self.points_by_time.len().checked_sub(max) { None => return, Some(p) => p, }; debug!( "Performing signal GC: have {} points, want only {}, so removing {}", self.points_by_time.len(), max, to_remove ); self.gc_days(to_remove); let remove: smallvec::SmallVec<[recording::Time; 4]> = self .points_by_time .keys() .take(to_remove) .copied() .collect(); for t in &remove { self.points_by_time.remove(t); self.dirty_by_time.insert(*t); } // Update the first remaining point to keep state starting from it unchanged. let (t, p) = match self.points_by_time.iter_mut().next() { Some(e) => e, None => return, }; let combined = p.after(); p.changes_off = 0; p.data = serialize(&combined).into_boxed_slice(); self.dirty_by_time.insert(*t); self.debug_assert_point_invariants(); } /// Adjusts each signal's days index to reflect garbage-collecting the first `to_remove` points. fn gc_days(&mut self, to_remove: usize) { let mut it = self.points_by_time.iter().take(to_remove + 1); let (mut prev_time, mut prev_state) = match it.next() { None => return, // nothing to do. Some(p) => (*p.0, p.1.after()), }; for (&new_time, point) in it { let mut changes = point.changes(); while let Some((signal, state)) = changes.next().expect("in-mem points valid") { let s = self .signals_by_id .get_mut(&signal) .expect("in-mem point signals valid"); let prev_state = prev_state.entry(signal).or_default(); s.days.adjust(prev_time..new_time, *prev_state, state); *prev_state = state; } prev_time = new_time; } } /// Helper for `update_signals` to do validation. fn update_signals_validate(&self, signals: &[u32], states: &[u16]) -> Result<(), base::Error> { if signals.len() != states.len() { bail_t!(InvalidArgument, "signals and states must have same length"); } let mut next_allowed = 0u32; for (&signal, &state) in signals.iter().zip(states) { if signal < next_allowed { bail_t!(InvalidArgument, "signals must be monotonically increasing"); } match self.signals_by_id.get(&signal) { None => bail_t!(InvalidArgument, "unknown signal {}", signal), Some(ref s) => { let states = self .types_by_uuid .get(&s.type_) .map(|t| t.valid_states) .unwrap_or(0); if state >= 16 || (states & (1 << state)) == 0 { bail_t!( FailedPrecondition, "signal {} specifies unknown state {}", signal, state ); } } } next_allowed = signal + 1; } Ok(()) } /// Helper for `update_signals` to apply the end point. fn update_signals_end( &mut self, when: Range, signals: &[u32], states: &[u16], ) { let mut prev; let mut changes = BTreeMap::::new(); let prev_t = self .points_by_time .range(when.clone()) .next_back() .map(|e| *e.0) .unwrap_or(when.start); let days_range = prev_t..when.end; if let Some((&t, ref mut p)) = self.points_by_time.range_mut(..=when.end).next_back() { if t == when.end { // Already have a point at end. Adjust it. prev starts unchanged... prev = p.prev().into_map().expect("in-mem prev is valid"); // ...and then prev and changes are altered to reflect the desired update. State::update_signals_end_maps( signals, states, days_range, &mut self.signals_by_id, &mut prev, &mut changes, ); // If this doesn't alter the new state, don't dirty the database. if changes.is_empty() { return; } // Any existing changes should still be applied. They win over reverting to prev. let mut it = p.changes(); while let Some((signal, state)) = it.next().expect("in-mem changes is valid") { changes .entry(signal) .and_modify(|e| *e = state) .or_insert(state); } self.dirty_by_time.insert(t); p.swap(&mut Point::new(&prev, &serialize(&changes))); return; } // Don't have a point at end, but do have previous state. prev = p.after(); } else { // No point at or before end. Start from scratch (all signals unknown). prev = BTreeMap::new(); } // Create a new end point if necessary. State::update_signals_end_maps( signals, states, days_range, &mut self.signals_by_id, &mut prev, &mut changes, ); if changes.is_empty() { return; } self.dirty_by_time.insert(when.end); self.points_by_time .insert(when.end, Point::new(&prev, &serialize(&changes))); } /// Helper for `update_signals_end`. Adjusts `prev` (the state prior to the end point) to /// reflect the desired update (in `signals` and `states`). Adjusts `changes` (changes to /// execute at the end point) to undo the change. Adjust each signal's days index for /// the range from the penultimate point of the range (or lacking that, its start) to the end. fn update_signals_end_maps( signals: &[u32], states: &[u16], days_range: Range, signals_by_id: &mut BTreeMap, prev: &mut BTreeMap, changes: &mut BTreeMap, ) { for (&signal, &state) in signals.iter().zip(states) { let old_state; match prev.entry(signal) { Entry::Vacant(e) => { old_state = 0; changes.insert(signal, 0); e.insert(state); } Entry::Occupied(mut e) => { old_state = *e.get(); if state == 0 { changes.insert(signal, *e.get()); e.remove(); } else if *e.get() != state { changes.insert(signal, *e.get()); *e.get_mut() = state; } } } signals_by_id .get_mut(&signal) .expect("signal valid") .days .adjust(days_range.clone(), old_state, state); } } /// Helper for `update_signals` to apply the start point. fn update_signals_start(&mut self, start: recording::Time, signals: &[u32], states: &[u16]) { let prev; if let Some((&t, ref mut p)) = self.points_by_time.range_mut(..=start).next_back() { if t == start { // Reuse existing point at start. prev = p.prev().into_map().expect("in-mem prev is valid"); let mut changes = p.changes().into_map().expect("in-mem changes is valid"); let mut dirty = false; for (&signal, &state) in signals.iter().zip(states) { match changes.entry(signal) { Entry::Occupied(mut e) => { if *e.get() != state { dirty = true; if state == *prev.get(&signal).unwrap_or(&0) { e.remove(); } else { *e.get_mut() = state; } } } Entry::Vacant(e) => { if signal != 0 { dirty = true; e.insert(state); } } } } if dirty { p.swap(&mut Point::new(&prev, &serialize(&changes))); self.dirty_by_time.insert(start); } return; } // Create new point at start, using state from previous point. prev = p.after(); } else { // Create new point at start, from scratch. prev = BTreeMap::new(); } let mut changes = BTreeMap::new(); for (&signal, &state) in signals.iter().zip(states) { if state != *prev.get(&signal).unwrap_or(&0) { changes.insert(signal, state); } } if changes.is_empty() { return; } self.dirty_by_time.insert(start); self.points_by_time .insert(start, Point::new(&prev, &serialize(&changes))); } /// Helper for `update_signals` to apply all points in `(when.start, when.end)`. /// This also updates each signal's days index for the points it finds. fn update_signals_middle( &mut self, when: Range, signals: &[u32], states: &[u16], ) { let mut to_delete = Vec::new(); let after_start = recording::Time(when.start.0 + 1); let mut prev_t = when.start; for (&t, ref mut p) in self.points_by_time.range_mut(after_start..when.end) { let mut prev = p.prev().into_map().expect("in-mem prev is valid"); // Update prev to reflect desired update; likewise each signal's days index. for (&signal, &state) in signals.iter().zip(states) { let s = self.signals_by_id.get_mut(&signal).expect("valid signals"); let prev_state; match prev.entry(signal) { Entry::Occupied(mut e) => { prev_state = *e.get(); if state == 0 { e.remove_entry(); } else if *e.get() != state { *e.get_mut() = state; } } Entry::Vacant(e) => { prev_state = 0; if state != 0 { e.insert(state); } } } s.days.adjust(prev_t..t, prev_state, state); prev_t = t; } // Trim changes to omit any change to signals. let mut changes = Vec::with_capacity(3 * signals.len()); let mut it = p.changes(); let mut next_allowed = 0; let mut dirty = false; while let Some((signal, state)) = it.next().expect("in-memory changes is valid") { if signals.binary_search(&signal).is_ok() { // discard. dirty = true; } else { // keep. assert!(signal >= next_allowed); coding::append_varint32(signal - next_allowed, &mut changes); coding::append_varint32(state as u32, &mut changes); next_allowed = signal + 1; } } if changes.is_empty() { to_delete.push(t); } else { p.swap(&mut Point::new(&prev, &changes)); } if dirty { self.dirty_by_time.insert(t); } } // Delete any points with no more changes. for &t in &to_delete { self.points_by_time.remove(&t).expect("point exists"); } } /// Flushes all pending database changes to the given transaction. /// /// The caller is expected to call `post_flush` afterward if the transaction is /// successfully committed. No mutations should happen between these calls. pub fn flush(&mut self, tx: &Transaction) -> Result<(), Error> { let mut i_stmt = tx.prepare( r#" insert or replace into signal_change (time_90k, changes) values (?, ?) "#, )?; let mut d_stmt = tx.prepare( r#" delete from signal_change where time_90k = ? "#, )?; for &t in &self.dirty_by_time { match self.points_by_time.entry(t) { Entry::Occupied(ref e) => { let p = e.get(); i_stmt.execute(params![t.0, &p.data[p.changes_off..],])?; } Entry::Vacant(_) => { d_stmt.execute(params![t.0])?; } } } Ok(()) } /// Marks that the previous `flush` was completed successfully. /// /// See notes there. pub fn post_flush(&mut self) { self.dirty_by_time.clear(); } fn init_signals(conn: &Connection) -> Result, Error> { let mut signals = BTreeMap::new(); let mut stmt = conn.prepare( r#" select id, uuid, type_uuid, config from signal "#, )?; let mut rows = stmt.query(params![])?; while let Some(row) = rows.next()? { let id: i32 = row.get(0)?; let id = u32::try_from(id)?; let uuid: SqlUuid = row.get(1)?; let type_: SqlUuid = row.get(2)?; let config: SignalConfig = row.get(3)?; signals.insert( id, Signal { id, uuid: uuid.0, days: days::Map::default(), type_: type_.0, config, }, ); } Ok(signals) } fn init_types(conn: &Connection) -> Result, Error> { let mut types = FnvHashMap::default(); let mut stmt = conn.prepare( r#" select uuid, config from signal_type "#, )?; let mut rows = stmt.query(params![])?; while let Some(row) = rows.next()? { let uuid: SqlUuid = row.get(0)?; let mut type_ = Type { valid_states: 1, // bit 0 (unknown state) is always valid. config: row.get(1)?, }; for &value in type_.config.values.keys() { if value == 0 || value >= 16 { bail!( "signal type {} value {} out of accepted range [0, 16)", uuid.0, value ); } type_.valid_states |= 1 << value; } types.insert(uuid.0, type_); } Ok(types) } /// Fills `points_by_time` from the database, also filling the `days` /// index of each signal. fn fill_points( conn: &Connection, points_by_time: &mut BTreeMap, signals_by_id: &mut BTreeMap, ) -> Result<(), Error> { let mut stmt = conn.prepare( r#" select time_90k, changes from signal_change order by time_90k "#, )?; let mut rows = stmt.query(params![])?; let mut cur = BTreeMap::new(); // latest signal -> state, where state != 0 let mut sig_last_state = BTreeMap::new(); while let Some(row) = rows.next()? { let time_90k = recording::Time(row.get(0)?); let changes = row.get_ref(1)?.as_blob()?; let before = cur.clone(); let mut it = PointDataIterator::new(changes); while let Some((signal, state)) = it.next()? { let e = sig_last_state.entry(signal); if let Entry::Occupied(ref e) = e { let (prev_time, prev_state) = *e.get(); let s = signals_by_id.get_mut(&signal).ok_or_else(|| { format_err!("time {} references invalid signal {}", time_90k, signal) })?; s.days.adjust(prev_time..time_90k, 0, prev_state); } if state == 0 { cur.remove(&signal); if let Entry::Occupied(e) = e { e.remove_entry(); } } else { cur.insert(signal, state); *e.or_default() = (time_90k, state); } } points_by_time.insert(time_90k, Point::new(&before, changes)); } if !cur.is_empty() { bail!( "far future state should be unknown for all signals; is: {:?}", cur ); } Ok(()) } pub fn signals_by_id(&self) -> &BTreeMap { &self.signals_by_id } pub fn types_by_uuid(&self) -> &FnvHashMap { &self.types_by_uuid } #[cfg(not(debug_assertions))] fn debug_assert_point_invariants(&self) {} /// Checks invariants on `points_by_time` (expensive). #[cfg(debug_assertions)] fn debug_assert_point_invariants(&self) { let mut expected_prev = BTreeMap::new(); for (t, p) in self.points_by_time.iter() { let cur = p.prev().into_map().expect("in-mem prev is valid"); assert_eq!(&expected_prev, &cur, "time {} prev mismatch", t); p.changes().update_map(&mut expected_prev); } assert_eq!( expected_prev.len(), 0, "last point final state should be empty" ); } } /// Representation of a `signal` row. #[derive(Debug)] pub struct Signal { pub id: u32, pub uuid: Uuid, pub type_: Uuid, pub days: days::Map, pub config: SignalConfig, } #[derive(Debug, Default)] pub struct Type { pub valid_states: u16, pub config: SignalTypeConfig, } #[cfg(test)] mod tests { use super::*; use crate::{ db, json::{GlobalConfig, SignalTypeConfig, SignalTypeValueConfig}, testutil, }; use rusqlite::Connection; use smallvec::smallvec; #[test] fn test_point_data_it() { // Example taken from the .sql file. let data = b"\x01\x01\x01\x01\xc4\x01\x02"; let mut it = super::PointDataIterator::new(data); assert_eq!(it.next().unwrap(), Some((1, 1))); assert_eq!(it.next().unwrap(), Some((3, 1))); assert_eq!(it.next().unwrap(), Some((200, 2))); assert_eq!(it.next().unwrap(), None); } #[test] fn test_empty_db() { testutil::init(); let mut conn = Connection::open_in_memory().unwrap(); db::init(&mut conn).unwrap(); let s = State::init(&conn, &GlobalConfig::default()).unwrap(); s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |_r| panic!("no changes expected"), ); } #[test] fn round_trip() { testutil::init(); let mut conn = Connection::open_in_memory().unwrap(); db::init(&mut conn).unwrap(); let mut type_config = SignalTypeConfig::default(); type_config.values.insert( 1, SignalTypeValueConfig { name: "still".to_owned(), motion: false, color: "black".to_owned(), ..Default::default() }, ); type_config.values.insert( 2, SignalTypeValueConfig { name: "moving".to_owned(), motion: true, color: "red".to_owned(), ..Default::default() }, ); conn.execute( "insert into signal_type (uuid, config) values (?, ?)", params![ SqlUuid(Uuid::parse_str("ee66270f-d9c6-4819-8b33-9720d4cbca6b").unwrap()), &type_config, ], ) .unwrap(); conn.execute_batch( r#" insert into signal (id, uuid, type_uuid, config) values (1, x'1B3889C0A59F400DA24C94EBEB19CC3A', x'EE66270FD9C648198B339720D4CBCA6B', '{"name": "a"}'), (2, x'A4A73D9A53424EBCB9F6366F1E5617FA', x'EE66270FD9C648198B339720D4CBCA6B', '{"name": "b"}'); "#, ) .unwrap(); let config = GlobalConfig { max_signal_changes: Some(2), ..Default::default() }; let mut s = State::init(&conn, &config).unwrap(); s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |_r| panic!("no changes expected"), ); const START: recording::Time = recording::Time(140067462600000); // 2019-04-26T11:59:00 const NOW: recording::Time = recording::Time(140067468000000); // 2019-04-26T12:00:00 s.update_signals(START..NOW, &[1, 2], &[2, 1]).unwrap(); let mut rows = Vec::new(); const EXPECTED: &[ListStateChangesRow] = &[ ListStateChangesRow { when: START, signal: 1, state: 2, }, ListStateChangesRow { when: START, signal: 2, state: 1, }, ListStateChangesRow { when: NOW, signal: 1, state: 0, }, ListStateChangesRow { when: NOW, signal: 2, state: 0, }, ]; s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |r| rows.push(*r), ); s.list_changes_by_time( recording::Time::max_value()..recording::Time::min_value(), &mut |_r| panic!("no changes expected"), ); assert_eq!(&rows[..], EXPECTED); let mut expected_days = days::Map::default(); expected_days.0.insert( days::Key(*b"2019-04-26"), days::SignalValue { states: smallvec![0, (NOW - START).0 as u64], }, ); assert_eq!(&s.signals_by_id.get(&1).unwrap().days, &expected_days); expected_days.0.clear(); expected_days.0.insert( days::Key(*b"2019-04-26"), days::SignalValue { states: smallvec![(NOW - START).0 as u64], }, ); assert_eq!(&s.signals_by_id.get(&2).unwrap().days, &expected_days); { let tx = conn.transaction().unwrap(); s.flush(&tx).unwrap(); tx.commit().unwrap(); } drop(s); let mut s = State::init(&conn, &config).unwrap(); rows.clear(); s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |r| rows.push(*r), ); assert_eq!(&rows[..], EXPECTED); // Go through it again. This time, hit the max number of signals, forcing START to be // dropped. const SOON: recording::Time = recording::Time(140067473400000); // 2019-04-26T12:01:00 s.update_signals(NOW..SOON, &[1, 2], &[1, 2]).unwrap(); rows.clear(); const EXPECTED2: &[ListStateChangesRow] = &[ ListStateChangesRow { when: NOW, signal: 1, state: 1, }, ListStateChangesRow { when: NOW, signal: 2, state: 2, }, ListStateChangesRow { when: SOON, signal: 1, state: 0, }, ListStateChangesRow { when: SOON, signal: 2, state: 0, }, ]; s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |r| rows.push(*r), ); assert_eq!(&rows[..], EXPECTED2); { let tx = conn.transaction().unwrap(); s.flush(&tx).unwrap(); tx.commit().unwrap(); } drop(s); let s = State::init(&conn, &config).unwrap(); rows.clear(); s.list_changes_by_time( recording::Time::min_value()..recording::Time::max_value(), &mut |r| rows.push(*r), ); assert_eq!(&rows[..], EXPECTED2); } }