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Documentation Grafana Mimir References Advanced architecture Components Query-scheduler

Grafana Mimir query-scheduler

The query-scheduler is stateless component that retains a queue of queries to execute, and distributes the workload to available queriers.

The following flow describes how a query moves through a Grafana Mimir cluster:

1. The query-frontend receives queries, and then either splits and shards them, or serves them from the cache.
2. The query-frontend enqueues the queries into a query-scheduler.
3. The query-scheduler stores the queries in an in-memory queue where they wait for a querier to pick them up.
4. Queriers pick up the queries, and executes them.
5. The querier sends results back to query-frontend, which then forwards the results to the client.

Benefits of using the query-scheduler

Query-scheduler enables the scaling of query-frontends by moving queuing of requests to a separate component. The query-scheduler prevents queries that only require ingesters from being affected by degradation of store-gateways and vice versa. The query-scheduler ensures tenant fairness using a simple round-robin between all tenants with active queries.

Configuration

Query-frontends and queriers need to discover the addresses of query-scheduler instances. The query-scheduler supports two service discovery mechanisms:

• DNS-based service discovery
• Ring-based service discovery

DNS-based service discovery

To use the query-scheduler with DNS-based service discovery, configure the query-frontends and queriers to connect to the query-scheduler:

• Query-frontend: -query-frontend.scheduler-address
• Querier: -querier.scheduler-address

Ring-based service discovery

To use the query-scheduler with ring-based service discovery, configure the query-schedulers to join their hash ring, and the query-frontends and queriers to discover query-scheduler instances via the ring:

1. Configure the hash ring for the query-scheduler.
2. Set -query-scheduler.service-discovery-mode=ring (or its respective YAML configuration parameter) to query-scheduler, query-frontend and querier.
3. Set the -query-scheduler.ring.* flags (or their respective YAML configuration parameters) to query-scheduler, query-frontend and querier.

Migrate from DNS-based to ring-based service discovery

To migrate the query-scheduler from DNS-based service discovery to ring-based service discovery, perform the following steps:

1. Configure the query-scheduler instances to join a ring:

   Copy

   -query-scheduler.service-discovery-mode=ring
   
   # Configure the query-scheduler ring backend (e.g. "memberlist").
   -query-scheduler.ring.store=<backend>
   
   # If the configured <backend> is "memberlist", then ensure memberlist is configured for the query-scheduler.
   -memberlist.join=<same as other Mimir components>
   
   # If the configured <backend> is "consul" or "etcd", then set their backend configuration
   # for the query-scheduler ring:
   # - Consul: -query-scheduler.ring.consul.*
   # - Ecd:    -query-scheduler.ring.etcd.*

2. Wait until the query-scheduler instances have completed rolling out.

3. Ensure the changes have been successfully applied; open the query-scheduler ring status page and ensure all query-scheduler instances are registered to the ring. At this point, queriers and query-frontend are still discovering query-schedulers via DNS.

4. Configure query-frontend and querier instances to discover query-schedulers via the ring:

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   -query-scheduler.service-discovery-mode=ring
   
   # Remove the DNS-based service discovery configuration:
   # -query-frontend.scheduler-address
   
   # Configure the query-scheduler ring backend (e.g. "memberlist").
   -query-scheduler.ring.store=<backend>
   
   # If the configured <backend> is "memberlist", then ensure memberlist is configured for the query-scheduler.
   -memberlist.join=<same as other Mimir components>
   
   # If the configured <backend> is "consul" or "etcd", then set their backend configuration
   # for the query-scheduler ring:
   # - Consul: -query-scheduler.ring.consul.*
   # - Ecd:    -query-scheduler.ring.etcd.*

Operational considerations

For high-availability, run two query-scheduler replicas.

If you’re running a Grafana Mimir cluster with a very high query throughput, you can add more query-scheduler replicas. If you scale the query-scheduler, ensure that the number of replicas you add is less or equal than the configured -querier.max-concurrent.