mz_adapter/coord/

cluster_scheduling.rs

// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.

use crate::coord::{Coordinator, Message};
use itertools::Itertools;
use mz_audit_log::SchedulingDecisionsWithReasonsV2;
use mz_catalog::memory::objects::{CatalogItem, ClusterVariant, ClusterVariantManaged};
use mz_controller_types::ClusterId;
use mz_ore::collections::CollectionExt;
use mz_ore::{soft_assert_or_log, soft_panic_or_log};
use mz_repr::adt::interval::Interval;
use mz_repr::{GlobalId, TimestampManipulation};
use mz_sql::catalog::CatalogCluster;
use mz_sql::plan::{AlterClusterPlanStrategy, ClusterSchedule};
use std::time::{Duration, Instant};
use tracing::{debug, warn};

const POLICIES: &[&str] = &[REFRESH_POLICY_NAME];

const REFRESH_POLICY_NAME: &str = "refresh";

/// A policy's decision for whether it wants a certain cluster to be On, along with its reason.
/// (Among the reasons there can be settings of the policy as well as other information about the
/// state of the system.)
#[derive(Clone, Debug)]
pub enum SchedulingDecision {
    /// The reason for the refresh policy for wanting to turn a cluster On or Off.
    Refresh(RefreshDecision),
}

impl SchedulingDecision {
    /// Extract the On/Off decision from the policy-specific structs.
    pub fn cluster_on(&self) -> bool {
        match &self {
            SchedulingDecision::Refresh(RefreshDecision { cluster_on, .. }) => cluster_on.clone(),
        }
    }
}

#[derive(Clone, Debug)]
pub struct RefreshDecision {
    /// Whether the ON REFRESH policy wants a certain cluster to be On.
    cluster_on: bool,
    /// Objects that currently need a refresh on the cluster (taking into account the rehydration
    /// time estimate), and therefore should keep the cluster On.
    objects_needing_refresh: Vec<GlobalId>,
    /// Objects for which we estimate that they currently need Persist compaction, and therefore
    /// should keep the cluster On.
    objects_needing_compaction: Vec<GlobalId>,
    /// The HYDRATION TIME ESTIMATE setting of the cluster.
    hydration_time_estimate: Duration,
}

impl SchedulingDecision {
    pub fn reasons_to_audit_log_reasons<'a, I>(reasons: I) -> SchedulingDecisionsWithReasonsV2
    where
        I: IntoIterator<Item = &'a SchedulingDecision>,
    {
        SchedulingDecisionsWithReasonsV2 {
            on_refresh: reasons
                .into_iter()
                .filter_map(|r| match r {
                    SchedulingDecision::Refresh(RefreshDecision {
                        cluster_on,
                        objects_needing_refresh,
                        objects_needing_compaction,
                        hydration_time_estimate,
                    }) => {
                        soft_assert_or_log!(
                            !cluster_on
                                || !objects_needing_refresh.is_empty()
                                || !objects_needing_compaction.is_empty(),
                            "`cluster_on = true` should have an explanation"
                        );
                        let mut hydration_time_estimate_str = String::new();
                        mz_repr::strconv::format_interval(
                            &mut hydration_time_estimate_str,
                            Interval::from_duration(hydration_time_estimate).expect(
                                "planning ensured that this is convertible back to Interval",
                            ),
                        );
                        Some(mz_audit_log::RefreshDecisionWithReasonV2 {
                            decision: (*cluster_on).into(),
                            objects_needing_refresh: objects_needing_refresh
                                .iter()
                                .map(|id| id.to_string())
                                .collect(),
                            objects_needing_compaction: objects_needing_compaction
                                .iter()
                                .map(|id| id.to_string())
                                .collect(),
                            hydration_time_estimate: hydration_time_estimate_str,
                        })
                    }
                })
                .into_element(), // Each policy should have exactly one opinion on each cluster.
        }
    }
}

impl Coordinator {
    #[mz_ore::instrument(level = "debug")]
    /// Call each scheduling policy.
    pub(crate) async fn check_scheduling_policies(&mut self) {
        // (So far, we have only this one policy.)
        self.check_refresh_policy();
    }

    /// Runs the `SCHEDULE = ON REFRESH` cluster scheduling policy, which makes cluster On/Off
    /// decisions based on REFRESH materialized view write frontiers and the current time (the local
    /// oracle read ts), and sends `Message::SchedulingDecisions` with these decisions.
    /// (Queries the timestamp oracle on a background task.)
    fn check_refresh_policy(&self) {
        let start_time = Instant::now();

        // Collect information about REFRESH MVs:
        // - cluster
        // - hydration_time_estimate of the cluster
        // - MV's id
        // - MV's write frontier
        // - MV's refresh schedule
        let mut refresh_mv_infos = Vec::new();
        for cluster in self.catalog().clusters() {
            if let ClusterVariant::Managed(ref config) = cluster.config.variant {
                match config.schedule {
                    ClusterSchedule::Manual => {
                        // Nothing to do, user manages this cluster manually.
                    }
                    ClusterSchedule::Refresh {
                        hydration_time_estimate,
                    } => {
                        let mvs = cluster
                            .bound_objects()
                            .iter()
                            .filter_map(|id| {
                                if let CatalogItem::MaterializedView(mv) =
                                    self.catalog().get_entry(id).item()
                                {
                                    mv.refresh_schedule.clone().map(|refresh_schedule| {
                                        let (_since, write_frontier) = self
                                            .controller
                                            .storage
                                            .collection_frontiers(mv.global_id())
                                            .expect("the storage controller should know about MVs that exist in the catalog");
                                        (mv.global_id(), write_frontier, refresh_schedule)
                                    })
                                } else {
                                    None
                                }
                            })
                            .collect_vec();
                        debug!(%cluster.id, ?refresh_mv_infos, "check_refresh_policy");
                        refresh_mv_infos.push((cluster.id, hydration_time_estimate, mvs));
                    }
                }
            }
        }

        // Spawn a background task that queries the timestamp oracle for the current read timestamp,
        // compares this ts with the REFRESH MV write frontiers, thus making On/Off decisions per
        // cluster, and sends a `Message::SchedulingDecisions` with these decisions.
        let ts_oracle = self.get_local_timestamp_oracle();
        let internal_cmd_tx = self.internal_cmd_tx.clone();
        let check_scheduling_policies_seconds_cloned =
            self.metrics.check_scheduling_policies_seconds.clone();
        let compaction_estimate = self
            .catalog()
            .system_config()
            .cluster_refresh_mv_compaction_estimate()
            .try_into()
            .expect("should be configured to a reasonable value");
        mz_ore::task::spawn(|| "refresh policy get ts and make decisions", async move {
            let task_start_time = Instant::now();
            let local_read_ts = ts_oracle.read_ts().await;
            debug!(%local_read_ts, ?refresh_mv_infos, "check_refresh_policy background task");
            let decisions = refresh_mv_infos
                .into_iter()
                .map(|(cluster_id, hydration_time_estimate, refresh_mv_info)| {
                    // 1. check that
                    // write_frontier < local_read_ts + hydration_time_estimate
                    let hydration_estimate = &hydration_time_estimate
                        .try_into()
                        .expect("checked during planning");
                    let local_read_ts_adjusted = local_read_ts.step_forward_by(hydration_estimate);
                    let mvs_needing_refresh = refresh_mv_info
                        .iter()
                        .cloned()
                        .filter_map(|(id, frontier, _refresh_schedule)| {
                            if frontier.less_than(&local_read_ts_adjusted) {
                                Some(id)
                            } else {
                                None
                            }
                        })
                        .collect_vec();

                    // 2. check that
                    // prev_refresh + compaction_estimate > local_read_ts
                    let mvs_needing_compaction = refresh_mv_info
                        .into_iter()
                        .filter_map(|(id, frontier, refresh_schedule)| {
                            let frontier = frontier.as_option();
                            // `prev_refresh` will be None in two cases:
                            // 1. When there is no previous refresh, because we haven't yet had
                            // the first refresh. In this case, there is no need to schedule
                            // time now for compaction.
                            // 2. In the niche case where a `REFRESH EVERY` MV's write frontier
                            // is empty. In this case, it's not impossible that there would be a
                            // need for compaction. But I can't see any easy way to correctly
                            // handle this case, because we don't have any info handy about when
                            // the last refresh happened in wall clock time, because the
                            // frontiers have no relation to wall clock time. So, we'll not
                            // schedule any compaction time.
                            // (Note that `REFRESH AT` MVs with empty frontiers, which is a more
                            // common case, are fine, because `last_refresh` will return
                            // Some(...) for them.)
                            let prev_refresh = match frontier {
                                Some(frontier) => frontier.round_down_minus_1(&refresh_schedule),
                                None => refresh_schedule.last_refresh(),
                            };
                            prev_refresh
                                .map(|prev_refresh| {
                                    if prev_refresh.step_forward_by(&compaction_estimate)
                                        > local_read_ts
                                    {
                                        Some(id)
                                    } else {
                                        None
                                    }
                                })
                                .flatten()
                        })
                        .collect_vec();

                    let cluster_on =
                        !mvs_needing_refresh.is_empty() || !mvs_needing_compaction.is_empty();
                    (
                        cluster_id,
                        SchedulingDecision::Refresh(RefreshDecision {
                            cluster_on,
                            objects_needing_refresh: mvs_needing_refresh,
                            objects_needing_compaction: mvs_needing_compaction,
                            hydration_time_estimate,
                        }),
                    )
                })
                .collect();
            if let Err(e) = internal_cmd_tx.send(Message::SchedulingDecisions(vec![(
                REFRESH_POLICY_NAME,
                decisions,
            )])) {
                // It is not an error for this task to be running after `internal_cmd_rx` is dropped.
                warn!("internal_cmd_rx dropped before we could send: {:?}", e);
            }
            check_scheduling_policies_seconds_cloned
                .with_label_values(&[REFRESH_POLICY_NAME, "background"])
                .observe((Instant::now() - task_start_time).as_secs_f64());
        });

        self.metrics
            .check_scheduling_policies_seconds
            .with_label_values(&[REFRESH_POLICY_NAME, "main"])
            .observe((Instant::now() - start_time).as_secs_f64());
    }

    /// Handles `SchedulingDecisions`:
    /// 1. Adds the newly made decisions to `cluster_scheduling_decisions`.
    /// 2. Cleans up old decisions that are for clusters no longer in scope of automated scheduling
    ///   decisions.
    /// 3. For each cluster, it sums up `cluster_scheduling_decisions`, checks the summed up decision
    ///   against the cluster state, and turns cluster On/Off if needed.
    #[mz_ore::instrument(level = "debug")]
    pub(crate) async fn handle_scheduling_decisions(
        &mut self,
        decisions: Vec<(&'static str, Vec<(ClusterId, SchedulingDecision)>)>,
    ) {
        let start_time = Instant::now();

        // 1. Add the received decisions to `cluster_scheduling_decisions`.
        for (policy_name, decisions) in decisions.iter() {
            for (cluster_id, decision) in decisions {
                self.cluster_scheduling_decisions
                    .entry(*cluster_id)
                    .or_insert_with(Default::default)
                    .insert(policy_name, decision.clone());
            }
        }

        // 2. Clean up those clusters from `scheduling_decisions` that
        // - have been dropped, or
        // - were switched to unmanaged, or
        // - were switched to `SCHEDULE = MANUAL`.
        for cluster_id in self
            .cluster_scheduling_decisions
            .keys()
            .cloned()
            .collect_vec()
        {
            match self.get_managed_cluster_config(cluster_id) {
                None => {
                    // Cluster have been dropped or switched to unmanaged.
                    debug!(
                        "handle_scheduling_decisions: \
                        Removing cluster {} from cluster_scheduling_decisions, \
                        because get_managed_cluster_config returned None",
                        cluster_id
                    );
                    self.cluster_scheduling_decisions.remove(&cluster_id);
                }
                Some(managed_config) => {
                    if matches!(managed_config.schedule, ClusterSchedule::Manual) {
                        debug!(
                            "handle_scheduling_decisions: \
                            Removing cluster {} from cluster_scheduling_decisions, \
                            because schedule is Manual",
                            cluster_id
                        );
                        self.cluster_scheduling_decisions.remove(&cluster_id);
                    }
                }
            }
        }

        // 3. Act on `scheduling_decisions` where needed.
        let mut altered_a_cluster = false;
        for (cluster_id, decisions) in self.cluster_scheduling_decisions.clone() {
            // We touch a cluster only when all policies have made a decision about it. This is
            // to ensure that after an envd restart all policies have a chance to run at least once
            // before we turn off a cluster, to avoid spuriously turning off a cluster and possibly
            // losing a hydrated state.
            if POLICIES.iter().all(|policy| decisions.contains_key(policy)) {
                // Check whether the cluster's state matches the needed state.
                // If any policy says On, then we need a replica.
                let needs_replica = decisions
                    .values()
                    .map(|decision| decision.cluster_on())
                    .contains(&true);
                let cluster_config = self.catalog().get_cluster(cluster_id).config.clone();
                let mut new_config = cluster_config.clone();
                let ClusterVariant::Managed(managed_config) = &mut new_config.variant else {
                    panic!("cleaned up unmanaged clusters above");
                };
                let has_replica = managed_config.replication_factor > 0; // Is it On?
                if needs_replica != has_replica {
                    // Turn the cluster On or Off.
                    altered_a_cluster = true;
                    managed_config.replication_factor = if needs_replica { 1 } else { 0 };
                    if let Err(e) = self
                        .sequence_alter_cluster_managed_to_managed(
                            None,
                            cluster_id,
                            new_config.clone(),
                            crate::catalog::ReplicaCreateDropReason::ClusterScheduling(
                                decisions.values().cloned().collect(),
                            ),
                            AlterClusterPlanStrategy::None,
                        )
                        .await
                    {
                        soft_panic_or_log!(
                            "handle_scheduling_decisions couldn't alter cluster {}. \
                             Old config: {:?}, \
                             New config: {:?}, \
                             Error: {}",
                            cluster_id,
                            cluster_config,
                            new_config,
                            e
                        );
                    }
                }
            } else {
                debug!(
                    "handle_scheduling_decisions: \
                    Not all policies have made a decision about cluster {}. decisions: {:?}",
                    cluster_id, decisions,
                );
            }
        }

        self.metrics
            .handle_scheduling_decisions_seconds
            .with_label_values(&[altered_a_cluster.to_string().as_str()])
            .observe((Instant::now() - start_time).as_secs_f64());
    }

    /// Returns the managed config for a cluster. Returns None if the cluster doesn't exist or if
    /// it's an unmanaged cluster.
    fn get_managed_cluster_config(&self, cluster_id: ClusterId) -> Option<ClusterVariantManaged> {
        let cluster = self.catalog().try_get_cluster(cluster_id)?;
        if let ClusterVariant::Managed(managed_config) = cluster.config.variant.clone() {
            Some(managed_config)
        } else {
            None
        }
    }
}