Distributed Transaction
Distributed Transactions in Vitess #
Overview #
A distributed transaction is an operation that spans multiple database shards while maintaining data consistency. Vitess supports distributed transactions through a Two-Phase Commit (TwoPC) protocol, allowing you to perform atomic updates across different shards in your database cluster.
Performance Note: Using atomic distributed transactions will impact commit latency. We recommend designing your VSchema to minimize cross-shard updates where possible.
Transaction Modes #
Vitess supports three levels of transaction atomicity, each offering different guarantees and performance characteristics:
Mode | Description | Use Case | Guarantees |
---|---|---|---|
Single | Transactions limited to one shard | Simple CRUD operations | Full ACID |
Multi | Can span multiple shards with best-effort commits | Bulk updates where partial success is acceptable | No atomicity |
TwoPC | Atomic commits across multiple shards | Financial transactions, inventory updates | Atomic commits |
When to Use TwoPC #
Choose TwoPC when you need guaranteed atomic commits across shards, such as:
- Financial transactions where partial commits could lead to inconsistent balances
- Inventory systems where items must be updated together
- User transactions that modify data in multiple shards
Understanding Isolation Level #
While TwoPC guarantees atomicity (all-or-nothing commits), it does not provide isolation in the traditional ACID sense. The Applications might observe fractured reads in a cross-shard query i.e. a query might see partial commits while a TwoPC transaction commit is in progress.
This design choice prioritizes performance for common use cases. Full ACID isolation across shards would introduce significant performance overhead.
Configuration #
VTGate Setup #
Set the default transaction mode via the transaction_mode
flag:
# Default mode (multi-shard, best-effort)
transaction_mode=multi
# Force single-shard transactions
transaction_mode=single
# Enable TwoPC by default
transaction_mode=twopc
Override the default mode for specific sessions:
SET transaction_mode='twopc';
VTTablet Requirements #
Enable TwoPC on VTTablet with these flags:
# Enable TwoPC support
-twopc_enable
# Time in seconds before marking transaction as abandoned
-twopc_abandon_age=300 # Recommended: 5 minutes minimum
Transaction watcher at VTTablet sends signal to VTGate for any pending abandoned transaction for resolution.
MySQL Prerequisites #
- Semi-sync Replication
- Required for atomic commit guarantees
- TwoPC transactions will roll back if semi-sync is not enabled
- Connection Timeout
- Verify
wait_timeout
is set appropriately (default: 28800 seconds) - Short timeouts risk premature connection closure during prepared transactions
Monitoring #
The user can monitor distributed transactions at a per-transaction level with SHOW STATEMENT
and at a higher level with metrics.
When a commit failure is received from VTGate on the session, the user can issue show warnings
statement to retrieve the Distributed transaction ID (DTID).
This DTID can be tracked to understand the state of the transaction.
The SHOW TRANSACTION STATUS FOR <DTID>
statement can be used to get the status of the transaction.
Example:
> show transaction status for <dtid>;
+-------------+---------+-------------------------------+-------------------+
| id | state | record_time | participants |
+-------------+---------+-------------------------------+-------------------+
| ks:-80:4334 | PREPARE | 2024-07-06 04:05:34 +0000 UTC | ks:80-a0,ks:a0-c0 |
+-------------+---------+-------------------------------+-------------------+
1 row in set (0.00 sec)
Additional metrics have been added to monitor the distributed transactions. The alert system could be built around understanding the metrics and failures described below.
VTGate Watchers #
- CommitModeTimings: This is a histogram that shows the time taken to commit a transaction in different transaction modes.
- CommitUnresolved: This is a counter that shows the number of commits that were not concluded by VTGate after a commit decision was made.
- QueriesRouted: This is a counter with PlanType (Commit) as a dimension to track the number of shards involved in a transaction.
VTTablet Watchers #
- QueryTimings: This is a histogram that shows the time taken to perform an operation. It can be used to track 2PC commit operations for MM, such as CreateTransaction, StartCommit, SetRollback, and Resolve, and for RM, such as Prepare, CommitPrepared, and RollbackPrepared.
- Unresolved: This is a gauge that shows the number of unresolved transactions that have been lingering longer than the abandon age.
Critical Failures #
The following errors are not expected to happen. If they do, it means that TwoPC transactions have failed to commit atomically:
- InternalErrors.TwopcOpen: This counter is incremented if VTTablet is unable to open the 2PC engine. Any unresolved prepared transactions would be abandoned.
- InternalErrors.TwopcCommit: This is a counter that shows the number of times a prepared transaction failed to fulfill a commit request.
- InternalErrors.TwopcPrepareRedo: This counter shows the number of times VTTablet failed to re-prepare a previously prepared transaction.
- InternalErrors.TwopcResurrection: This counter is incremented to notify a failure in resurrecting prepared transactions.
Alertable Failures #
The following failures are not urgent but require investigation:
- InternalErrors.RedoWatcherFail: This counter is incremented if there is a failure in reading the 2PC redo state.
- InternalErrors.TransactionWatcherFail: This counter is incremented if there is a failure in reading the 2PC transaction state.
- Unresolved: This is a gauge mentioned above that should be tracked to keep a check on the number of open 2PC transactions.
Repairs #
If any of the alerts are triggered, the user may need to scan the VTGate/VTTablet logs for investigation to identify the DTID and/or VTTablet.
The user can navigate to the VTAdmin
UI to see the list of in-flight transactions for each keyspace.
The VTAdmin
UI has the option to display the DTID information, which can be used to manually repair the transaction.
Later, the user can force Conclude
on the transaction to remove it from the unresolved list.