From 3d98e0b8a2bf4abb94ed0ad084070ef7a8ad16e2 Mon Sep 17 00:00:00 2001 From: Cassandra Coyle Date: Mon, 16 Sep 2024 15:05:04 -0500 Subject: [PATCH 1/3] autoscale scheduler proposal Signed-off-by: Cassandra Coyle --- 20240912-R-scheduler-auto-scale.md | 110 ++++++++++++++++++ .../statelessSchedulersExample.png | Bin 0 -> 153546 bytes templates/proposal.md | 2 +- 3 files changed, 111 insertions(+), 1 deletion(-) create mode 100644 20240912-R-scheduler-auto-scale.md create mode 100644 resources/20240912-R-scheduler-auto-scale/statelessSchedulersExample.png diff --git a/20240912-R-scheduler-auto-scale.md b/20240912-R-scheduler-auto-scale.md new file mode 100644 index 0000000..1c95730 --- /dev/null +++ b/20240912-R-scheduler-auto-scale.md @@ -0,0 +1,110 @@ +# Auto-Scale the Scheduler service + +* Author(s): Cassie Coyle (@cicoyle) +* State: Review +* Updated: 2024-09-12 + +## Overview + +This proposal outlines a design for auto-scaling the Schedulers, which is needed for the Scheduler service to be Stable. +The Scheduler's internal cron scheduler library code will need to be refactored to be dynamic. Runtime will need to be +updated to also account for dynamically connecting to Schedulers when they are scaled up or down. The Scheduler server +code will need to be updated such that it optionally runs embedded etcd on different Scheduler instances. + + +## Background + +In Dapr v1.14 we introduced the Scheduler control plane service to support the Jobs API along with scaling the Actor +reminder system and the Workflow API (since it uses Actor reminders under the hood). The Scheduler encompasses running +itself as a new process, an embedded etcd instance, and an internal cron scheduler. There are a few things needed to +make the Scheduler a stable control plane service. This proposal will be detailing how to support the auto-scaling of +Schedulers and secondly enhancing the Schedulers such that we optionally run etcd instances in the Schedulers under +certain circumstances that make sense. When scaling beyond 5 etcd instances, there are little performance improvements, +so it makes sense for Schedulers to become stateless at this point. For example, we could have 20 Schedulers, but only +5 of them would contain the embedded etcd. + +## Related Items + +### Related issues + +[Tracking Issue: Scheduler Stable](https://github.com/dapr/dapr/issues/7796) && +[Auto Scale Scheduler Issue](https://github.com/dapr/dapr/issues/7912). + +## Expectations and alternatives + +There will be 3 changes needed for this feature to be complete. + +1. **New control loop** for the [go-etcd-cron library](https://github.com/diagridio/go-etcd-cron), such that the leadership table is able to be dynamic. This +means we need to watch the leadership table to observe a new Scheduler starting up or going down, stopping all Schedulers +job triggers for that moment until the leadership table is updated and synchronized. We will need to stop the job queue +and rebuild it again by reshuffling all the jobs to evenly split up the job ownership amongst Schedulers. Refactoring is +needed here such that the queue logic can be stopped and restarted. The leadership table will be updated to +include the host address as the data such that the key in the table remains the id, but the value becomes the host address. + +- An optimization we can do after the initial work is done, is to keep all jobs in memory. Having a local cache +would optimize building the queue faster, since we are using etcd this should be feasible. + +2. **A new WatchHosts RPC** is added to `scheduler.proto`, allowing the dapr sidecar to connect to any available Scheduler +instance via a ClusterIP service, rather than needing to manually track and connect to each instance as in the current +headless service model. This `WatchHosts` RPC dynamically provides the current set of active Scheduler instances to the +sidecar, keeping it updated as Schedulers scale up or down. + +- For **backward compatibility**, we will check to determine whether the `WatchHosts` RPC is available or not. If it +exists, Dapr will use it to manage Scheduler connections dynamically. If not, Dapr will continue using the existing +static connection logic, maintaining compatibility with earlier versions by sending the full list back of available +Schedulers. + +```protobuf +service Scheduler { + ... + rpc WatchHosts(WatchHostsRequest) returns (stream WatchHostsResponse) {} +} + +message HostPort { + string host = 1; + uint32 port = 2; +} + +message WatchHostsResponse { + repeated HostPort hosts = 1; +} + +message WatchHostsRequest {} + +``` + +3. **1/3/5 Schedulers with respective embedded etcd instances, beyond 5 instances run Schedulers stateless**. We want to +optionally run embedded etcd in Scheduler for cases where it makes sense. Cases to consider: +- running 1 Scheduler means running it with embedded etcd +- running 2 Schedulers means running the first with embedded etcd, the second Scheduler will be stateless and connect to +the existing etcd +- running 3 Schedulers means running all with embedded etcd +- running 4 Schedulers means running 3 Schedulers with embedded etcd, and the last one will be stateless and connect to +an existing etcd. Note, here there is no gain to round-robin-ing between the existing etcd instances due to the way +etcd works with raft under the hood. +- running 5 Schedulers means running 5 Schedulers with embedded etcd. +- running beyond 5 Schedulers means running 5 Schedulers with embedded etcd, and any Scheduler beyond 5 will be +stateless and connect to an existing etcd instance. + +![Stateless Schedulers Example](./resources/20240912-R-scheduler-auto-scale/statelessSchedulersExample.png) + +etcd must run with an odd number of replicas. In dapr, 5 will be our practical limit while running inside Schedulers. +With the cron scheduler library and embedded etcd already separate processes in Scheduler, we just need to optionally +run the embedded etcd. + +Regarding [etcd's cluster reconfiguration operations guide](https://etcd.io/docs/v3.3/op-guide/runtime-configuration/#cluster-reconfiguration-operations), +for adding members, or etcd instances, we will need to set the `initial-cluster-state` to be existing for the new +instances. We do not need to update the configuration of existing members manually, as once the new members join the +cluster, it will automatically be integrated into the consensus and the cluster's state will include the new member. + +As noted in their documentation, we _**should**_ set the `strict-reconfig-check` flag on etcd such that we reject +reconfiguration requests if the number of started members will be less than a quorum. This flag will ensure we avoid +quorum loss as we dynamically add or remove stateful Schedulers. + +## Completion Checklist + +- [ ] Write the new control loop for the go-etcd-cron library to make the leadership table & job queue dynamic +- [ ] Add WatchHosts to scheduler.proto & update code to use it while ensuring backwards compatibility +- [ ] 1/3/5 Scheduler etcd problem where Schedulers might be stateless +- [ ] Tests +- [ ] Document that some Schedulers might be stateless \ No newline at end of file diff --git a/resources/20240912-R-scheduler-auto-scale/statelessSchedulersExample.png b/resources/20240912-R-scheduler-auto-scale/statelessSchedulersExample.png new file mode 100644 index 0000000000000000000000000000000000000000..56920db5c415950d0ba31647f8b15559288a68a2 GIT binary patch literal 153546 zcmZsD1z23ovMtWwgF6iF?(XhR5}Xh$I0+uy-QC>@5(w^=;O_434sY_yx#zz3_`c1y z_O7m8Rkiknsw&H%AQB)#KtQ0#$x5n2KtO{JD0=`L_=!K4Y7_(nq@JaOgsPl`1W47< 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b/templates/proposal.md index e5c03b7..503c884 100644 --- a/templates/proposal.md +++ b/templates/proposal.md @@ -13,7 +13,7 @@ A brief description of the proposal; include information such as: ## Background -This section is intented to provide the community with the reasoning behind this proposal -- why is this proposal being made? What problem is it solving for users / developers / operators and how does it solve that for them? +This section is intended to provide the community with the reasoning behind this proposal -- why is this proposal being made? What problem is it solving for users / developers / operators and how does it solve that for them? ## Related Items From 5b8caf8b15f79fba16c8c7f444d0493878944f7d Mon Sep 17 00:00:00 2001 From: Cassandra Coyle Date: Thu, 19 Sep 2024 10:59:39 -0500 Subject: [PATCH 2/3] add leadership proto changes and elaborate on leadership to clear up confusion Signed-off-by: Cassandra Coyle --- 20240912-R-scheduler-auto-scale.md | 52 ++++++++++++++++++++++++++++-- 1 file changed, 50 insertions(+), 2 deletions(-) diff --git a/20240912-R-scheduler-auto-scale.md b/20240912-R-scheduler-auto-scale.md index 1c95730..e2b6e2a 100644 --- a/20240912-R-scheduler-auto-scale.md +++ b/20240912-R-scheduler-auto-scale.md @@ -38,8 +38,56 @@ There will be 3 changes needed for this feature to be complete. means we need to watch the leadership table to observe a new Scheduler starting up or going down, stopping all Schedulers job triggers for that moment until the leadership table is updated and synchronized. We will need to stop the job queue and rebuild it again by reshuffling all the jobs to evenly split up the job ownership amongst Schedulers. Refactoring is -needed here such that the queue logic can be stopped and restarted. The leadership table will be updated to -include the host address as the data such that the key in the table remains the id, but the value becomes the host address. +needed here such that the queue logic can be stopped and restarted. The leadership table will be updated to additionally +include the host address as the data such that the key in the table remains the id, but the value becomes the proposed +protobuf below, including the observed total replicas, host address, and port. + +Leadership in this case refers to partition leadership, which is responsible for evenly dividing up the jobs amongst the +available Schedulers. It's unrelated to etcd clustering or consensus. The Schedulers share job triggering responsibilities +across the replicaset, based on the partition ID relative to the total number of total partitions. Partition leadership +ensures that no 2 Schedulers are working on the same nth partition, and that partitions are non-overlapping because they +agree on the same observed total partition count. + +In a new `leadership.proto` file in the `go-etcd-cron` library we will have the following to dynamically track hosts +available for job ownership distribution. +```protobuf +// Leadership is the message written to the leadership table when the replica +// gains ownership of the leader key. +message Leadership { + // total is this replicas understanding of the total number of partition + // replicas. + uint32 total = 1; + + // leader_data is custom data that is associated with this leader. All leader + // data will be sent to library consumer on leadership table updates. + optional google.protobuf.Any leader_data = 2; +} +``` + +Initially we were storing the partition total as a string in etcd, but with this design we will store the above protobuf, +in string form due to an etcd requirement. This approach will **not** break users since we are doing a string comparison +in the library, we don't panic, and this data in particular is ephemeral anyways. + +By introducing this optional field, we make the library extensible and useful for other use cases beyond of the +Scheduler, while ensuring a non-breaking, backwards-compatible change. + +On the Scheduler side, we’ll implement the following change in a new `dapr/proto/internals/scheduler.proto`: +```protobuf +// SchedulerPartitionOwner is the data which is written to the cron leadership +// table. +message SchedulerPartitionOwner { + // host is the host address of this partition owner. + string host = 1; + + // port is the port of this partition owner. + uint32 port = 2; +} +``` + +Upon startup, each Scheduler will retrieve its own host and port, and pass that into to the cron library via the cron +library `Options` here: https://github.com/dapr/dapr/blob/master/pkg/scheduler/server/server.go#L193. This information +will feed into the new proposed control loop in the cron library ensuring that as Schedulers scale up or down, the +job triggering load is evenly distributed among them. - An optimization we can do after the initial work is done, is to keep all jobs in memory. Having a local cache would optimize building the queue faster, since we are using etcd this should be feasible. From ddb983c24709042106b44fc8e80c9ef3ec6d76c7 Mon Sep 17 00:00:00 2001 From: Cassandra Coyle Date: Mon, 23 Sep 2024 10:23:33 -0500 Subject: [PATCH 3/3] 1/3/5 -> 1 or 3 etcd instances. 3 is now practical limit Signed-off-by: Cassandra Coyle --- 20240912-R-scheduler-auto-scale.md | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/20240912-R-scheduler-auto-scale.md b/20240912-R-scheduler-auto-scale.md index e2b6e2a..8ffe6e0 100644 --- a/20240912-R-scheduler-auto-scale.md +++ b/20240912-R-scheduler-auto-scale.md @@ -16,12 +16,11 @@ code will need to be updated such that it optionally runs embedded etcd on diffe In Dapr v1.14 we introduced the Scheduler control plane service to support the Jobs API along with scaling the Actor reminder system and the Workflow API (since it uses Actor reminders under the hood). The Scheduler encompasses running -itself as a new process, an embedded etcd instance, and an internal cron scheduler. There are a few things needed to -make the Scheduler a stable control plane service. This proposal will be detailing how to support the auto-scaling of -Schedulers and secondly enhancing the Schedulers such that we optionally run etcd instances in the Schedulers under -certain circumstances that make sense. When scaling beyond 5 etcd instances, there are little performance improvements, -so it makes sense for Schedulers to become stateless at this point. For example, we could have 20 Schedulers, but only -5 of them would contain the embedded etcd. +itself as a new process, an embedded etcd instance, and an internal cron scheduler. This proposal will be detailing how +to support the auto-scaling of Schedulers and secondly enhancing the Schedulers such that we optionally run etcd +instances in the Schedulers under certain circumstances that make sense. When scaling beyond 3 etcd instances, there is +little performance improvement, so it makes sense for Schedulers to become stateless at this point. For example, we +could have 20 Schedulers, but only 3 of them would contain the embedded etcd. ## Related Items @@ -121,7 +120,7 @@ message WatchHostsRequest {} ``` -3. **1/3/5 Schedulers with respective embedded etcd instances, beyond 5 instances run Schedulers stateless**. We want to +3. **1 or 3 Schedulers with respective embedded etcd instances, beyond 3 instances run Schedulers stateless**. We want to optionally run embedded etcd in Scheduler for cases where it makes sense. Cases to consider: - running 1 Scheduler means running it with embedded etcd - running 2 Schedulers means running the first with embedded etcd, the second Scheduler will be stateless and connect to @@ -130,13 +129,13 @@ the existing etcd - running 4 Schedulers means running 3 Schedulers with embedded etcd, and the last one will be stateless and connect to an existing etcd. Note, here there is no gain to round-robin-ing between the existing etcd instances due to the way etcd works with raft under the hood. -- running 5 Schedulers means running 5 Schedulers with embedded etcd. -- running beyond 5 Schedulers means running 5 Schedulers with embedded etcd, and any Scheduler beyond 5 will be +- running 5 Schedulers means running 3 Schedulers with embedded etcd, the last two Scheduler instances will be stateless. +- running beyond 5 Schedulers means running 3 Schedulers with embedded etcd, and any Scheduler beyond 3 will be stateless and connect to an existing etcd instance. ![Stateless Schedulers Example](./resources/20240912-R-scheduler-auto-scale/statelessSchedulersExample.png) -etcd must run with an odd number of replicas. In dapr, 5 will be our practical limit while running inside Schedulers. +etcd must run with an odd number of replicas. In dapr, 3 will be our practical limit while running inside Schedulers. With the cron scheduler library and embedded etcd already separate processes in Scheduler, we just need to optionally run the embedded etcd. @@ -153,6 +152,6 @@ quorum loss as we dynamically add or remove stateful Schedulers. - [ ] Write the new control loop for the go-etcd-cron library to make the leadership table & job queue dynamic - [ ] Add WatchHosts to scheduler.proto & update code to use it while ensuring backwards compatibility -- [ ] 1/3/5 Scheduler etcd problem where Schedulers might be stateless +- [ ] 1 or 3 Scheduler etcd problem where Schedulers might be stateless - [ ] Tests - [ ] Document that some Schedulers might be stateless \ No newline at end of file