TabletServer support for multiple masters
This document was written on November 10th, 2014. The design was never implemented, but may serve as a useful starting point for future multi-master design discussions.
Existing TS to single master flow
Currently a tablet server is provided with an address of a single master. The tablet server then periodically (default period: 1 second) sends heartbeats to the master. The heartbeats contain the tablet server’s node instance, and (optionally) the tablet server’s registration (hosts and ports) and/or a the server’s tablet report. If a heartbeat can’t be delivered to the master at a scheduled time, the tablet server waits, and tries again during the next schedule time.
Heartbeats and in-memory state
When the single master receives a heartbeat, it:
- Checks if the HeartBeat contains TS registration. If there’s registration, update a mapping of tablet server UUID to TS registration. (This is in-memory only)
- If HeartBeat contains a tablet report, then the Master updates the SysTables/SysTablets entries as needed based on the tablet report (the hard state is updated).
- If a heart-beat came from a TS that has no entry in the in-memory state (the UUID to TS registration mapping is empty for that TS), then the master requests the TS to (re-)send its registration and a full tablet report. This is needed in order to re-build the in-memory state on a master server that has freshly come up.
In-all, the in-memory state (encapsulated in ts_manager.cc/.h) is not in critical path of any lookup operation. However, it plays a role in the table creation operations: getting the current number of tablet servers that are up (to ensure that tablets can be created), assigning replicas to tablets, and modifying tablets on the tablet server (pending tasks for create table, delete table, alter table, etc…).
Issue: CreateTable() unavailability on a “fresh” master
As a result, when a single master is restarted, but before it has received the heartbeats from N servers (where N is the replication factor), CreateTable() call will fail (as we don’t know whether or not we have enough TS replicas up to execute the request). Additionally, until we’ve received heartbeats from enough tablet servers to be able to assign all tablets, background tablet alteration tasks may remain in PENDING state for a longer period of time (this, however, is per the contract for those operations).
Don’t require a minimum server count for CreateTable()
- Don’t refuse CreateTable() requests when the minimum number of servers is not available. As is, CreateTable() can return without having actually created the table: in this case, the tasks would remain as pending until the requisite number of tablet servers have come up.
Send heartbeats to all leaders
- After failover, immediate ability to do things that require knowledge of TS liveness:
- Load balancing
- Direct clients to up-to-date tablet quorum leader
- Detect connectivity issues between TS / Master Followers before failover
- Disadvantage: Tablet Server has to keep separate thread and state for each master server for heart-beating. This is not that bad, we can have multiple Heartbeater instances (1 per Master per TS)
Send heartbeats only to the master, use consensus to replicate.
- Only send to one server
- If timeout / server down, try next in round-robin fashion
- Follower Masters redirect to leader
- Retrying heartbeats is straightforward, there is no case where we “give up”.
- Less traffic between TS and Master
- Disadvantage: Logic required to “follow the leader”
- Disadvantage: Either exists a period after failover for which the follow does not know which servers host which tablets, thus leading to less efficient routing, or need to replicate every heartbeat via consensus (this would be slow, especially if logging). Or we have to only replicate “snapshots” of the soft state
Handling multiple masters (“heartbeat to Master quorum” design)
In order to handle multiple masters, tablet servers must support initialization with multiple master addresses, the ability to determine which master is the leader (much like this is currently done on the C++ client), and to be able to send heartbeats to non-leader masters (to address the “CreateTable() unavailability on fresh master” issue above). Tablet servers will need to maintain per-master state, indicating whether that master is currently a leader, and whether they need to (re-)send their registration (or in the case of the leader, a full tablet report) to that master.
Master server must be changed to allow non-leader masters to support handling heartbeats from tablet servers, applying the heartbeat information only to the in-memory state (i.e., disregarding full tablet reports) only and not to the CatalogManager (only process routine heartbeats and TS registration, updating the mapping of live tablet servers). Authoritative information (the (table, key) -> tablet, and tablet -> TS mapping) that is in the hot-path of all clients requests is served from hard state, which is replicated via the master’s consensus quorum. Client queries (and full tablet reports from tablet servers) will still be handled only by the leader master.
The heartbeat response from a master server will also indicate whether or not that master server is the leader. The TS, upon receiving a response saying a master server is not the leader from the previous leader, will determine the new leader (just as it does during the initialization routine) and send full tablet reports (if required) to that leader.
Summary of supported remote functionality, by role
|RPC||Leader Master||Follower Master|
The List* and Get* calls need cache invalidation upon Update() to work properly on a follower, unless we disable the RWC cache.
- Extract any code that could be shared between the client, master, and tablet server. Namely, this would be the code that handles server registration, finding the quorum leader. Presently we have separate data structures for the tablet server and master registration, these could be unified as “server registration”, allowing code re-use in places where it makes sense (provided the newly added abstractions do not, by themselves, increase complexity). Status: DONE
- Support initializing a tablet server with multiple masters, heartbeating to the leader master, and handling leader master failures. NOTE: this doesn’t address the CreateTable() issue above. Status: DONE.
- Test 1: start a cluster, initialize a client, create a table, change the leader master, and verify that we can perform a scan on the tablet immediately after the new leader master is started.
- Test 2: start a cluster, initialize a client, create table A, change the leader master, sleep for a period sufficient for the tablet servers to send their heartbeats to the master, and verify that we can delete table A and create table B.
- Address the CreateTable() issue above: support sending heartbeats to all of the masters (not just the leader).
- Test: like “Test 2” above, but without waiting for the heartbeats to go through.