LCOV - code coverage report
Current view: top level - pageserver/src/tenant/timeline - eviction_task.rs (source / functions) Coverage Total Hit
Test: b837401fb09d2d9818b70e630fdb67e9799b7b0d.info Lines: 0.0 % 169 0
Test Date: 2024-04-18 15:32:49 Functions: 0.0 % 36 0

            Line data    Source code
       1              : //! The per-timeline layer eviction task, which evicts data which has not been accessed for more
       2              : //! than a given threshold.
       3              : //!
       4              : //! Data includes all kinds of caches, namely:
       5              : //! - (in-memory layers)
       6              : //! - on-demand downloaded layer files on disk
       7              : //! - (cached layer file pages)
       8              : //! - derived data from layer file contents, namely:
       9              : //!     - initial logical size
      10              : //!     - partitioning
      11              : //!     - (other currently missing unknowns)
      12              : //!
      13              : //! Items with parentheses are not (yet) touched by this task.
      14              : //!
      15              : //! See write-up on restart on-demand download spike: <https://gist.github.com/problame/2265bf7b8dc398be834abfead36c76b5>
      16              : use std::{
      17              :     collections::HashMap,
      18              :     ops::ControlFlow,
      19              :     sync::Arc,
      20              :     time::{Duration, SystemTime},
      21              : };
      22              : 
      23              : use pageserver_api::models::{EvictionPolicy, EvictionPolicyLayerAccessThreshold};
      24              : use tokio::time::Instant;
      25              : use tokio_util::sync::CancellationToken;
      26              : use tracing::{debug, error, info, info_span, instrument, warn, Instrument};
      27              : 
      28              : use crate::{
      29              :     context::{DownloadBehavior, RequestContext},
      30              :     pgdatadir_mapping::CollectKeySpaceError,
      31              :     task_mgr::{self, TaskKind, BACKGROUND_RUNTIME},
      32              :     tenant::{
      33              :         tasks::BackgroundLoopKind, timeline::EvictionError, LogicalSizeCalculationCause, Tenant,
      34              :     },
      35              : };
      36              : 
      37              : use utils::{completion, sync::gate::GateGuard};
      38              : 
      39              : use super::Timeline;
      40              : 
      41              : #[derive(Default)]
      42              : pub struct EvictionTaskTimelineState {
      43              :     last_layer_access_imitation: Option<tokio::time::Instant>,
      44              : }
      45              : 
      46              : #[derive(Default)]
      47              : pub struct EvictionTaskTenantState {
      48              :     last_layer_access_imitation: Option<Instant>,
      49              : }
      50              : 
      51              : impl Timeline {
      52            0 :     pub(super) fn launch_eviction_task(
      53            0 :         self: &Arc<Self>,
      54            0 :         parent: Arc<Tenant>,
      55            0 :         background_tasks_can_start: Option<&completion::Barrier>,
      56            0 :     ) {
      57            0 :         let self_clone = Arc::clone(self);
      58            0 :         let background_tasks_can_start = background_tasks_can_start.cloned();
      59            0 :         task_mgr::spawn(
      60            0 :             BACKGROUND_RUNTIME.handle(),
      61            0 :             TaskKind::Eviction,
      62            0 :             Some(self.tenant_shard_id),
      63            0 :             Some(self.timeline_id),
      64            0 :             &format!(
      65            0 :                 "layer eviction for {}/{}",
      66            0 :                 self.tenant_shard_id, self.timeline_id
      67            0 :             ),
      68            0 :             false,
      69            0 :             async move {
      70            0 :                 tokio::select! {
      71            0 :                     _ = self_clone.cancel.cancelled() => { return Ok(()); }
      72            0 :                     _ = completion::Barrier::maybe_wait(background_tasks_can_start) => {}
      73            0 :                 };
      74              : 
      75            0 :                 self_clone.eviction_task(parent).await;
      76            0 :                 Ok(())
      77            0 :             },
      78            0 :         );
      79            0 :     }
      80              : 
      81            0 :     #[instrument(skip_all, fields(tenant_id = %self.tenant_shard_id.tenant_id, shard_id = %self.tenant_shard_id.shard_slug(), timeline_id = %self.timeline_id))]
      82              :     async fn eviction_task(self: Arc<Self>, tenant: Arc<Tenant>) {
      83              :         use crate::tenant::tasks::random_init_delay;
      84              : 
      85              :         // acquire the gate guard only once within a useful span
      86              :         let Ok(guard) = self.gate.enter() else {
      87              :             return;
      88              :         };
      89              : 
      90              :         {
      91              :             let policy = self.get_eviction_policy();
      92              :             let period = match policy {
      93              :                 EvictionPolicy::LayerAccessThreshold(lat) => lat.period,
      94              :                 EvictionPolicy::OnlyImitiate(lat) => lat.period,
      95              :                 EvictionPolicy::NoEviction => Duration::from_secs(10),
      96              :             };
      97              :             if random_init_delay(period, &self.cancel).await.is_err() {
      98              :                 return;
      99              :             }
     100              :         }
     101              : 
     102              :         let ctx = RequestContext::new(TaskKind::Eviction, DownloadBehavior::Warn);
     103              :         loop {
     104              :             let policy = self.get_eviction_policy();
     105              :             let cf = self
     106              :                 .eviction_iteration(&tenant, &policy, &self.cancel, &guard, &ctx)
     107              :                 .await;
     108              : 
     109              :             match cf {
     110              :                 ControlFlow::Break(()) => break,
     111              :                 ControlFlow::Continue(sleep_until) => {
     112              :                     if tokio::time::timeout_at(sleep_until, self.cancel.cancelled())
     113              :                         .await
     114              :                         .is_ok()
     115              :                     {
     116              :                         break;
     117              :                     }
     118              :                 }
     119              :             }
     120              :         }
     121              :     }
     122              : 
     123            0 :     #[instrument(skip_all, fields(policy_kind = policy.discriminant_str()))]
     124              :     async fn eviction_iteration(
     125              :         self: &Arc<Self>,
     126              :         tenant: &Tenant,
     127              :         policy: &EvictionPolicy,
     128              :         cancel: &CancellationToken,
     129              :         gate: &GateGuard,
     130              :         ctx: &RequestContext,
     131              :     ) -> ControlFlow<(), Instant> {
     132            0 :         debug!("eviction iteration: {policy:?}");
     133              :         let start = Instant::now();
     134              :         let (period, threshold) = match policy {
     135              :             EvictionPolicy::NoEviction => {
     136              :                 // check again in 10 seconds; XXX config watch mechanism
     137              :                 return ControlFlow::Continue(Instant::now() + Duration::from_secs(10));
     138              :             }
     139              :             EvictionPolicy::LayerAccessThreshold(p) => {
     140              :                 match self
     141              :                     .eviction_iteration_threshold(tenant, p, cancel, gate, ctx)
     142              :                     .await
     143              :                 {
     144              :                     ControlFlow::Break(()) => return ControlFlow::Break(()),
     145              :                     ControlFlow::Continue(()) => (),
     146              :                 }
     147              :                 (p.period, p.threshold)
     148              :             }
     149              :             EvictionPolicy::OnlyImitiate(p) => {
     150              :                 if self
     151              :                     .imitiate_only(tenant, p, cancel, gate, ctx)
     152              :                     .await
     153              :                     .is_break()
     154              :                 {
     155              :                     return ControlFlow::Break(());
     156              :                 }
     157              :                 (p.period, p.threshold)
     158              :             }
     159              :         };
     160              : 
     161              :         let elapsed = start.elapsed();
     162              :         crate::tenant::tasks::warn_when_period_overrun(
     163              :             elapsed,
     164              :             period,
     165              :             BackgroundLoopKind::Eviction,
     166              :         );
     167              :         // FIXME: if we were to mix policies on a pageserver, we would have no way to sense this. I
     168              :         // don't think that is a relevant fear however, and regardless the imitation should be the
     169              :         // most costly part.
     170              :         crate::metrics::EVICTION_ITERATION_DURATION
     171              :             .get_metric_with_label_values(&[
     172              :                 &format!("{}", period.as_secs()),
     173              :                 &format!("{}", threshold.as_secs()),
     174              :             ])
     175              :             .unwrap()
     176              :             .observe(elapsed.as_secs_f64());
     177              : 
     178              :         ControlFlow::Continue(start + period)
     179              :     }
     180              : 
     181            0 :     async fn eviction_iteration_threshold(
     182            0 :         self: &Arc<Self>,
     183            0 :         tenant: &Tenant,
     184            0 :         p: &EvictionPolicyLayerAccessThreshold,
     185            0 :         cancel: &CancellationToken,
     186            0 :         gate: &GateGuard,
     187            0 :         ctx: &RequestContext,
     188            0 :     ) -> ControlFlow<()> {
     189            0 :         let now = SystemTime::now();
     190            0 : 
     191            0 :         let acquire_permit = crate::tenant::tasks::concurrent_background_tasks_rate_limit_permit(
     192            0 :             BackgroundLoopKind::Eviction,
     193            0 :             ctx,
     194            0 :         );
     195              : 
     196            0 :         let _permit = tokio::select! {
     197            0 :             permit = acquire_permit => permit,
     198              :             _ = cancel.cancelled() => return ControlFlow::Break(()),
     199              :             _ = self.cancel.cancelled() => return ControlFlow::Break(()),
     200              :         };
     201              : 
     202            0 :         match self
     203            0 :             .imitate_layer_accesses(tenant, p, cancel, gate, ctx)
     204            0 :             .await
     205              :         {
     206            0 :             ControlFlow::Break(()) => return ControlFlow::Break(()),
     207            0 :             ControlFlow::Continue(()) => (),
     208            0 :         }
     209            0 : 
     210            0 :         #[derive(Debug, Default)]
     211            0 :         struct EvictionStats {
     212            0 :             candidates: usize,
     213            0 :             evicted: usize,
     214            0 :             errors: usize,
     215            0 :             not_evictable: usize,
     216            0 :             timeouts: usize,
     217            0 :             #[allow(dead_code)]
     218            0 :             skipped_for_shutdown: usize,
     219            0 :         }
     220            0 : 
     221            0 :         let mut stats = EvictionStats::default();
     222            0 :         // Gather layers for eviction.
     223            0 :         // NB: all the checks can be invalidated as soon as we release the layer map lock.
     224            0 :         // We don't want to hold the layer map lock during eviction.
     225            0 : 
     226            0 :         // So, we just need to deal with this.
     227            0 : 
     228            0 :         if self.remote_client.is_none() {
     229            0 :             error!("no remote storage configured, cannot evict layers");
     230            0 :             return ControlFlow::Continue(());
     231            0 :         }
     232            0 : 
     233            0 :         let mut js = tokio::task::JoinSet::new();
     234              :         {
     235            0 :             let guard = self.layers.read().await;
     236            0 :             let layers = guard.layer_map();
     237            0 :             for layer in layers.iter_historic_layers() {
     238            0 :                 let layer = guard.get_from_desc(&layer);
     239            0 : 
     240            0 :                 // guard against eviction while we inspect it; it might be that eviction_task and
     241            0 :                 // disk_usage_eviction_task both select the same layers to be evicted, and
     242            0 :                 // seemingly free up double the space. both succeeding is of no consequence.
     243            0 : 
     244            0 :                 if !layer.is_likely_resident() {
     245            0 :                     continue;
     246            0 :                 }
     247            0 : 
     248            0 :                 let last_activity_ts = layer.access_stats().latest_activity_or_now();
     249              : 
     250            0 :                 let no_activity_for = match now.duration_since(last_activity_ts) {
     251            0 :                     Ok(d) => d,
     252            0 :                     Err(_e) => {
     253            0 :                         // We reach here if `now` < `last_activity_ts`, which can legitimately
     254            0 :                         // happen if there is an access between us getting `now`, and us getting
     255            0 :                         // the access stats from the layer.
     256            0 :                         //
     257            0 :                         // The other reason why it can happen is system clock skew because
     258            0 :                         // SystemTime::now() is not monotonic, so, even if there is no access
     259            0 :                         // to the layer after we get `now` at the beginning of this function,
     260            0 :                         // it could be that `now`  < `last_activity_ts`.
     261            0 :                         //
     262            0 :                         // To distinguish the cases, we would need to record `Instant`s in the
     263            0 :                         // access stats (i.e., monotonic timestamps), but then, the timestamps
     264            0 :                         // values in the access stats would need to be `Instant`'s, and hence
     265            0 :                         // they would be meaningless outside of the pageserver process.
     266            0 :                         // At the time of writing, the trade-off is that access stats are more
     267            0 :                         // valuable than detecting clock skew.
     268            0 :                         continue;
     269              :                     }
     270              :                 };
     271              : 
     272            0 :                 if no_activity_for > p.threshold {
     273            0 :                     js.spawn(async move {
     274            0 :                         layer
     275            0 :                             .evict_and_wait(std::time::Duration::from_secs(5))
     276            0 :                             .await
     277            0 :                     });
     278            0 :                     stats.candidates += 1;
     279            0 :                 }
     280              :             }
     281              :         };
     282              : 
     283            0 :         let join_all = async move {
     284            0 :             while let Some(next) = js.join_next().await {
     285            0 :                 match next {
     286            0 :                     Ok(Ok(())) => stats.evicted += 1,
     287            0 :                     Ok(Err(EvictionError::NotFound | EvictionError::Downloaded)) => {
     288            0 :                         stats.not_evictable += 1;
     289            0 :                     }
     290            0 :                     Ok(Err(EvictionError::Timeout)) => {
     291            0 :                         stats.timeouts += 1;
     292            0 :                     }
     293            0 :                     Err(je) if je.is_cancelled() => unreachable!("not used"),
     294            0 :                     Err(je) if je.is_panic() => {
     295            0 :                         /* already logged */
     296            0 :                         stats.errors += 1;
     297            0 :                     }
     298            0 :                     Err(je) => tracing::error!("unknown JoinError: {je:?}"),
     299              :                 }
     300              :             }
     301            0 :             stats
     302            0 :         };
     303              : 
     304            0 :         tokio::select! {
     305            0 :             stats = join_all => {
     306              :                 if stats.candidates == stats.not_evictable {
     307            0 :                     debug!(stats=?stats, "eviction iteration complete");
     308              :                 } else if stats.errors > 0 || stats.not_evictable > 0 || stats.timeouts > 0 {
     309              :                     // reminder: timeouts are not eviction cancellations
     310            0 :                     warn!(stats=?stats, "eviction iteration complete");
     311              :                 } else {
     312            0 :                     info!(stats=?stats, "eviction iteration complete");
     313              :                 }
     314              :             }
     315              :             _ = cancel.cancelled() => {
     316              :                 // just drop the joinset to "abort"
     317              :             }
     318              :         }
     319              : 
     320            0 :         ControlFlow::Continue(())
     321            0 :     }
     322              : 
     323              :     /// Like `eviction_iteration_threshold`, but without any eviction. Eviction will be done by
     324              :     /// disk usage based eviction task.
     325            0 :     async fn imitiate_only(
     326            0 :         self: &Arc<Self>,
     327            0 :         tenant: &Tenant,
     328            0 :         p: &EvictionPolicyLayerAccessThreshold,
     329            0 :         cancel: &CancellationToken,
     330            0 :         gate: &GateGuard,
     331            0 :         ctx: &RequestContext,
     332            0 :     ) -> ControlFlow<()> {
     333            0 :         let acquire_permit = crate::tenant::tasks::concurrent_background_tasks_rate_limit_permit(
     334            0 :             BackgroundLoopKind::Eviction,
     335            0 :             ctx,
     336            0 :         );
     337              : 
     338            0 :         let _permit = tokio::select! {
     339            0 :             permit = acquire_permit => permit,
     340              :             _ = cancel.cancelled() => return ControlFlow::Break(()),
     341              :             _ = self.cancel.cancelled() => return ControlFlow::Break(()),
     342              :         };
     343              : 
     344            0 :         self.imitate_layer_accesses(tenant, p, cancel, gate, ctx)
     345            0 :             .await
     346            0 :     }
     347              : 
     348              :     /// If we evict layers but keep cached values derived from those layers, then
     349              :     /// we face a storm of on-demand downloads after pageserver restart.
     350              :     /// The reason is that the restart empties the caches, and so, the values
     351              :     /// need to be re-computed by accessing layers, which we evicted while the
     352              :     /// caches were filled.
     353              :     ///
     354              :     /// Solutions here would be one of the following:
     355              :     /// 1. Have a persistent cache.
     356              :     /// 2. Count every access to a cached value to the access stats of all layers
     357              :     ///    that were accessed to compute the value in the first place.
     358              :     /// 3. Invalidate the caches at a period of < p.threshold/2, so that the values
     359              :     ///    get re-computed from layers, thereby counting towards layer access stats.
     360              :     /// 4. Make the eviction task imitate the layer accesses that typically hit caches.
     361              :     ///
     362              :     /// We follow approach (4) here because in Neon prod deployment:
     363              :     /// - page cache is quite small => high churn => low hit rate
     364              :     ///   => eviction gets correct access stats
     365              :     /// - value-level caches such as logical size & repatition have a high hit rate,
     366              :     ///   especially for inactive tenants
     367              :     ///   => eviction sees zero accesses for these
     368              :     ///   => they cause the on-demand download storm on pageserver restart
     369              :     ///
     370              :     /// We should probably move to persistent caches in the future, or avoid
     371              :     /// having inactive tenants attached to pageserver in the first place.
     372            0 :     #[instrument(skip_all)]
     373              :     async fn imitate_layer_accesses(
     374              :         &self,
     375              :         tenant: &Tenant,
     376              :         p: &EvictionPolicyLayerAccessThreshold,
     377              :         cancel: &CancellationToken,
     378              :         gate: &GateGuard,
     379              :         ctx: &RequestContext,
     380              :     ) -> ControlFlow<()> {
     381              :         if !self.tenant_shard_id.is_shard_zero() {
     382              :             // Shards !=0 do not maintain accurate relation sizes, and do not need to calculate logical size
     383              :             // for consumption metrics (consumption metrics are only sent from shard 0).  We may therefore
     384              :             // skip imitating logical size accesses for eviction purposes.
     385              :             return ControlFlow::Continue(());
     386              :         }
     387              : 
     388              :         let mut state = self.eviction_task_timeline_state.lock().await;
     389              : 
     390              :         // Only do the imitate_layer accesses approximately as often as the threshold.  A little
     391              :         // more frequently, to avoid this period racing with the threshold/period-th eviction iteration.
     392              :         let inter_imitate_period = p.threshold.checked_sub(p.period).unwrap_or(p.threshold);
     393              : 
     394              :         match state.last_layer_access_imitation {
     395              :             Some(ts) if ts.elapsed() < inter_imitate_period => { /* no need to run */ }
     396              :             _ => {
     397              :                 self.imitate_timeline_cached_layer_accesses(gate, ctx).await;
     398              :                 state.last_layer_access_imitation = Some(tokio::time::Instant::now())
     399              :             }
     400              :         }
     401              :         drop(state);
     402              : 
     403              :         if cancel.is_cancelled() {
     404              :             return ControlFlow::Break(());
     405              :         }
     406              : 
     407              :         // This task is timeline-scoped, but the synthetic size calculation is tenant-scoped.
     408              :         // Make one of the tenant's timelines draw the short straw and run the calculation.
     409              :         // The others wait until the calculation is done so that they take into account the
     410              :         // imitated accesses that the winner made.
     411              :         let mut state = tenant.eviction_task_tenant_state.lock().await;
     412              :         match state.last_layer_access_imitation {
     413              :             Some(ts) if ts.elapsed() < inter_imitate_period => { /* no need to run */ }
     414              :             _ => {
     415              :                 self.imitate_synthetic_size_calculation_worker(tenant, cancel, ctx)
     416              :                     .await;
     417              :                 state.last_layer_access_imitation = Some(tokio::time::Instant::now());
     418              :             }
     419              :         }
     420              :         drop(state);
     421              : 
     422              :         if cancel.is_cancelled() {
     423              :             return ControlFlow::Break(());
     424              :         }
     425              : 
     426              :         ControlFlow::Continue(())
     427              :     }
     428              : 
     429              :     /// Recompute the values which would cause on-demand downloads during restart.
     430            0 :     #[instrument(skip_all)]
     431              :     async fn imitate_timeline_cached_layer_accesses(
     432              :         &self,
     433              :         guard: &GateGuard,
     434              :         ctx: &RequestContext,
     435              :     ) {
     436              :         let lsn = self.get_last_record_lsn();
     437              : 
     438              :         // imitiate on-restart initial logical size
     439              :         let size = self
     440              :             .calculate_logical_size(
     441              :                 lsn,
     442              :                 LogicalSizeCalculationCause::EvictionTaskImitation,
     443              :                 guard,
     444              :                 ctx,
     445              :             )
     446              :             .instrument(info_span!("calculate_logical_size"))
     447              :             .await;
     448              : 
     449              :         match &size {
     450              :             Ok(_size) => {
     451              :                 // good, don't log it to avoid confusion
     452              :             }
     453              :             Err(_) => {
     454              :                 // we have known issues for which we already log this on consumption metrics,
     455              :                 // gc, and compaction. leave logging out for now.
     456              :                 //
     457              :                 // https://github.com/neondatabase/neon/issues/2539
     458              :             }
     459              :         }
     460              : 
     461              :         // imitiate repartiting on first compactation
     462              :         if let Err(e) = self
     463              :             .collect_keyspace(lsn, ctx)
     464              :             .instrument(info_span!("collect_keyspace"))
     465              :             .await
     466              :         {
     467              :             // if this failed, we probably failed logical size because these use the same keys
     468              :             if size.is_err() {
     469              :                 // ignore, see above comment
     470              :             } else {
     471              :                 match e {
     472              :                     CollectKeySpaceError::Cancelled => {
     473              :                         // Shutting down, ignore
     474              :                     }
     475              :                     err => {
     476            0 :                         warn!(
     477            0 :                             "failed to collect keyspace but succeeded in calculating logical size: {err:#}"
     478            0 :                         );
     479              :                     }
     480              :                 }
     481              :             }
     482              :         }
     483              :     }
     484              : 
     485              :     // Imitate the synthetic size calculation done by the consumption_metrics module.
     486            0 :     #[instrument(skip_all)]
     487              :     async fn imitate_synthetic_size_calculation_worker(
     488              :         &self,
     489              :         tenant: &Tenant,
     490              :         cancel: &CancellationToken,
     491              :         ctx: &RequestContext,
     492              :     ) {
     493              :         if self.conf.metric_collection_endpoint.is_none() {
     494              :             // We don't start the consumption metrics task if this is not set in the config.
     495              :             // So, no need to imitate the accesses in that case.
     496              :             return;
     497              :         }
     498              : 
     499              :         // The consumption metrics are collected on a per-tenant basis, by a single
     500              :         // global background loop.
     501              :         // It limits the number of synthetic size calculations using the global
     502              :         // `concurrent_tenant_size_logical_size_queries` semaphore to not overload
     503              :         // the pageserver. (size calculation is somewhat expensive in terms of CPU and IOs).
     504              :         //
     505              :         // If we used that same semaphore here, then we'd compete for the
     506              :         // same permits, which may impact timeliness of consumption metrics.
     507              :         // That is a no-go, as consumption metrics are much more important
     508              :         // than what we do here.
     509              :         //
     510              :         // So, we have a separate semaphore, initialized to the same
     511              :         // number of permits as the `concurrent_tenant_size_logical_size_queries`.
     512              :         // In the worst, we would have twice the amount of concurrenct size calculations.
     513              :         // But in practice, the `p.threshold` >> `consumption metric interval`, and
     514              :         // we spread out the eviction task using `random_init_delay`.
     515              :         // So, the chance of the worst case is quite low in practice.
     516              :         // It runs as a per-tenant task, but the eviction_task.rs is per-timeline.
     517              :         // So, we must coordinate with other with other eviction tasks of this tenant.
     518              :         let limit = self
     519              :             .conf
     520              :             .eviction_task_immitated_concurrent_logical_size_queries
     521              :             .inner();
     522              : 
     523              :         let mut throwaway_cache = HashMap::new();
     524              :         let gather = crate::tenant::size::gather_inputs(
     525              :             tenant,
     526              :             limit,
     527              :             None,
     528              :             &mut throwaway_cache,
     529              :             LogicalSizeCalculationCause::EvictionTaskImitation,
     530              :             cancel,
     531              :             ctx,
     532              :         )
     533              :         .instrument(info_span!("gather_inputs"));
     534              : 
     535            0 :         tokio::select! {
     536              :             _ = cancel.cancelled() => {}
     537            0 :             gather_result = gather => {
     538              :                 match gather_result {
     539              :                     Ok(_) => {},
     540              :                     Err(e) => {
     541              :                         // We don't care about the result, but, if it failed, we should log it,
     542              :                         // since consumption metric might be hitting the cached value and
     543              :                         // thus not encountering this error.
     544            0 :                         warn!("failed to imitate synthetic size calculation accesses: {e:#}")
     545              :                     }
     546              :                 }
     547              :            }
     548              :         }
     549              :     }
     550              : }
        

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