Group Commit v5.6
Commit scope kind: GROUP COMMIT
Overview
The goal of Group Commit is to protect against data loss in case of single node failures or temporary outages. You achieve this by requiring more than one PGD node to successfully confirm a transaction at COMMIT time. Confirmation can be sent at a number of points in the transaction processing but defaults to "visible" when the transaction has been flushed to disk and is visible to all other transactions.
Example
This example creates a commit scope where all the nodes in the left_dc
group and any one of the nodes in the right_dc
group must receive and successfully confirm a committed transaction.
Requirements
During normal operation, Group Commit is transparent to the application. Transactions that were in progress during failover need the reconciliation phase triggered or consolidated by either the application or a proxy in between. This activity currently happens only when either the origin node recovers or when it's parted from the cluster. This behavior is the same as with Postgres legacy built-in synchronous replication.
Transactions committed with Group Commit use two-phase
commit underneath. Therefore, configure
max_prepared_transactions
high enough to handle all such transactions
originating per node.
Limitations
See the Group Commit section of Limitations.
Configuration
GROUP_COMMIT
supports optional GROUP COMMIT
parameters, as well as ABORT ON
and DEGRADE ON
clauses. For a full description of configuration parameters, see the GROUP_COMMIT commit scope reference or for more regarding DEGRADE ON
options in general, see the Degrade options section.
Confirmation
Confirmation level | Group Commit handling |
---|---|
received | A remote PGD node confirms the transaction immediately after receiving it, prior to starting the local application. |
replicated | Confirms after applying changes of the transaction but before flushing them to disk. |
durable | Confirms the transaction after all of its changes are flushed to disk. |
visible (default) | Confirms the transaction after all of its changes are flushed to disk and it's visible to concurrent transactions. |
Behavior
The behavior of Group Commit depends on the configuration applied by the commit scope.
Commit decisions
You can configure Group Commit to decide commits in three different ways: group
,
partner
, and raft
.
The group
decision is the default. It specifies that the commit is confirmed
by the origin node upon receiving as many confirmations as required by the
commit scope group. The difference is that the commit decision is made based on
PREPARE replication while the durability checks COMMIT (PREPARED) replication.
The partner
decision is what Commit At Most Once (CAMO) uses. This approach
works only when there are two data nodes in the node group. These two nodes are
partners of each other, and the replica rather than origin decides whether
to commit something. This approach requires application changes to use
the CAMO transaction protocol to work correctly, as the application is in some way
part of the consensus. For more on this approach, see CAMO.
The raft
decision uses PGDs built-in Raft consensus for commit decisions. Use of the raft
decision can reduce performance. It's currently required only when using GROUP COMMIT
with an ALL commit scope group.
Using an ALL commit scope group requires that the commit decision must be set to
raft
to avoid reconciliation issues.
Conflict resolution
Conflict resolution can be async
or eager
.
Async means that PGD does optimistic conflict resolution during replication using the row-level resolution as configured for a given node. This happens regardless of whether the origin transaction committed or is still in progress. See Conflicts for details about how the asynchronous conflict resolution works.
Eager means that conflicts are resolved eagerly (as part of agreement on COMMIT), and conflicting transactions get aborted with a serialization error. This approach provides greater isolation than the asynchronous resolution at the price of performance.
Using an ALL commit scope group requires that the commit
decision must be set to raft
to avoid reconciliation
issues.
For details about how Eager conflict resolution works, see Eager conflict resolution.
Aborts
To prevent a transaction that can't get consensus on the COMMIT from hanging
forever, the ABORT ON
clause allows specifying timeout. After the timeout, the
transaction abort is requested. If the transaction is already
decided to be committed at the time the abort request is sent, the transaction
does eventually COMMIT even though the client might receive an abort message.
See also Limitations.
Transaction reconciliation
A Group Commit transaction's commit on the origin node is implicitly converted into a two-phase commit.
In the first phase (prepare), the transaction is prepared locally and made ready to commit. The data is made durable but is uncomitted at this stage, so other transactions can't see the changes made by this transaction. This prepared transaction gets copied to all remaining nodes through normal logical replication.
The origin node seeks confirmations from other nodes, as per rules in the Group Commit grammar. If it gets confirmations from the minimum required nodes in the cluster, it decides to commit this transaction moving onto the second phase (commit). In the commit phase, it also sends this decision by way of replication to other nodes. Those nodes will also eventually commit on getting this message.
There's a possibility of failure at various stages. For example, the origin node may crash after preparing the transaction. Or the origin and one or more replicas may crash.
This leaves the prepared transactions in the system. The pg_prepared_xacts
view in Postgres can show prepared transactions on a system. The prepared
transactions might be holding locks and other resources. To release those locks and resources, either abort or commit the transaction.
That decision must be made with a consensus
of nodes.
When commit_decision
is raft
, then, Raft acts as the reconciliator, and these
transactions are eventually reconciled automatically.
When the commit_decision
is group
, then, transactions don't use Raft. Instead
the write lead in the cluster performs the role of reconciliator. This is because
it's the node that's most ahead with respect to changes in its subgroup. It
detects when a node is down and initiates reconciliation for such a node by looking
for prepared transactions it has with the down node as the origin.
For all such transactions, it sees if the nodes as per the rules of the commit scope have the prepared transaction, it takes a decision. This decision is conveyed over Raft and needs the majority of the nodes to be up to do reconciliation.
This process happens in the background. There's no command for you to use to control or issue this.
Eager conflict resolution
Eager conflict resolution (also known as Eager Replication) prevents conflicts by aborting transactions that conflict with each other with serializable errors during the COMMIT decision process.
You configure it using commit scopes as one of the conflict resolution options for Group Commit.
Usage
To enable Eager conflict resolution, the client needs to switch to a commit scope, which uses it at session level or for individual transactions as shown here:
The client can continue to issue a COMMIT
at the end of the transaction and let PGD manage the two phases:
In this case, the eager_scope
commit scope is defined something like this:
Upgrading?
The old global
commit scope doesn't exist anymore. The above command creates a scope that's the same as the old global
scope with bdr.global_commit_timeout
set to 60s
.
The commit scope group for the Eager conflict resolution rule can only be ALL
or MAJORITY
. Where ALL
is used, the commit_decision
setting must also be set to raft
.
Error handling
Given that PGD manages the transaction, the client needs to check only the result of the COMMIT
. This is advisable in any case, including single-node Postgres.
In case of an origin node failure, the remaining nodes eventually (after at least ABORT ON timeout
) decide to roll back the globally prepared transaction. Raft prevents inconsistent commit versus rollback decisions. However, this requires a majority of connected nodes. Disconnected nodes keep the transactions prepared to eventually commit them (or roll back) as needed to reconcile with the majority of nodes that might have decided and made further progress.
Effects of Eager Replication in general
Increased abort rate
With single-node Postgres, or even with PGD in its default asynchronous
replication mode, errors at COMMIT
time are rare. The added synchronization
step due to the use of a commit scope using eager
for conflict resolution also adds a source of errors. Applications need to be
prepared to properly handle such errors, usually by applying a retry loop.
The rate of aborts depends solely on the workload. Large transactions changing many rows are much more likely to conflict with other concurrent transactions.
Effects of MAJORITY and ALL node replication in general
Increased commit latency
Adding a synchronization step due to the use of a commit scope means more
communication between the nodes, resulting in more latency at commit time. When
ALL
is used in the commit scope, this also means that the availability of the
system is reduced, since any node going down causes transactions to fail.
If one or more nodes are lagging behind, the round-trip delay in getting confirmations can be large, causing high latencies. ALL or MAJORITY node replication adds roughly two network round trips (to the furthest peer node in the worst case). Logical standby nodes and nodes still in the process of joining or catching up aren't included but eventually receive changes.
Before a peer node can confirm its local preparation of the transaction, it also
needs to apply it locally. This further adds to the commit latency, depending on
the size of the transaction. This setting is independent of the
synchronous_commit
setting.