Skip to content

Background Error Handling

Changyu Bi edited this page Sep 17, 2024 · 11 revisions

Currently in RocksDB, an error during a write operation (write to WAL, Memtable Flush, background compaction etc) may cause the database instance to go into read-only mode and further user writes may not be accepted. The variable ErrorHandler::bg_error_ is set to the failure Status. The DBOptions::paranoid_checks option controls how aggressively RocksDB will check and flag errors. The default value of this option is true. The table below shows the various scenarios where errors are considered and potentially affect database operations.

NOTE: ErrorHandler is not a public API class, so this article discusses implementation details

When error occurs, ErrorHandler::SetBGError is called. If the error status is I/O related, failure IOStatus is passed in with more I/O related information. Auto recovery logic may be triggered.

Error Reason When bg_error_ is set
Sync WAL (BackgroundErrorReason::kWriteCallback) Always
Memtable insert failure (BackgroundErrorReason::kMemTable) Always
Memtable flush (BackgroundErrorReason::kFlush) DBOptions::paranoid_checks is true
SstFileManager::IsMaxAllowedSpaceReached() reports max allowed space reached during memtable flush (BackgroundErrorReason::kFlush) Always
SstFileManager::IsMaxAllowedSpaceReached() reports max allowed space reached during compaction (BackgroundErrorReason::kCompaction) Always
DB::CompactFiles (BackgroundErrorReason::kCompaction) DBOptions::paranoid_checks is true
Background compaction (BackgroundErrorReason:::kCompaction) DBOptions::paranoid_checks is true
Write (BackgroundErrorReason::kWriteCallback) DBOptions::paranoid_checks is true

Detection

If the database instance goes into read-only mode, the following foreground operations will return the error status on all subsequent calls -

  • DB::Write, DB::Put, DB::Delete, DB::SingleDelete, DB::DeleteRange, DB::Merge
  • DB::IngestExternalFile
  • DB::CompactFiles
  • DB::CompactRange
  • DB::Flush

The returned Status will indicate the error code, sub-code as well as severity. The severity of the error can be determined by calling Status::severity(). There are 4 severity levels and they are defined as follows -

  1. Status::Severity::kSoftError - Errors of this severity do not prevent writes to the DB, but it does mean that the DB is in a degraded mode. Background compactions and flush may not be able to run in a timely manner.
  2. Status::Severity::kHardError - The DB is in read-only mode, but it can be transitioned back to read-write mode once the cause of the error has been addressed.
  3. Status::Severity::kFatalError - The DB is in read-only mode. The only way to recover is to close the DB, remedy the underlying cause of the error, and then re-open the DB.
  4. Status::Severity::kUnrecoverableError - This is the highest severity and indicates a corruption in the database. It may be possible to close and re-open the DB, but the contents of the database may no longer be correct.

In addition to the above, a notification callback EventListener::OnBackgroundError will be called as soon as the background error is encountered.

Recovery

There are 3 possible ways to recover from a background error without shutting down the database -

  1. The EventListener::OnBackgroundError callback can override the error status if it determines that its not serious enough to stop further writes to the DB. It can do so by setting the bg_error parameter. Doing so can be risky, as RocksDB may not be able to guarantee the consistency of the DB. Check the BackgorundErrorReason and severity of the error before overriding it.
  2. Call DB::Resume() to manually resume the DB and put it in read-write mode. This function will flush memtables for all the column families, clear the error, purge any obsolete files, and restart background flush and compaction operations.
  3. Automatic recovery from background errors. This is done by polling the system to ensure the underlying error condition is resolved, and then following the same steps as DB::Resume() to restore write capability. Notification callbacks EventListener::OnErrorRecoveryBegin and EventListener::OnErrorRecoveryCompleted are called at the start and end of the recovery process respectively, to inform the user of the status. The retry behavior can be controlled by setting max_bgerror_resume_count and bgerror_resume_retry_interval in DBOptions.

Auto Recovery Situations

At present, the automatic recovery is supported in the following scenarios -

  1. ENOSPC error from the filesystem
  2. IO errors reported by the FileSystem as retryable (typically transient errors such as network outages). When WAL is not in use, the database will continue to buffer writes in the memtable (i.e the database remains in read-write mode). Writes may eventually stall once max_write_buffer_number memtables are accumulated.
  3. Errors during WAL sync, recovery is done only if 2PC is not in use and manual_wal_flush is not true (see #12995).

Automatic recovery is applied in the following conditions -

  1. max_bgerror_resume_count is not 0
  2. The IOStatus is retryable I/O error.
  3. If the BackgorundErrorReason is compaction related, a new compaction is automatically rescheduled (it does not controlled by max_bgerror_resume_count)
  4. If the BackgorundErrorReason is flush related (SST file write or Manifest write during flush) or WAL related.

Note that, if the background error is compaction related or it happens during flush or manifest write when WAL is DISABLED, the bg_error_ is mapped to Status::Severity::kSoftError. In other cases, the bg_error_ is mapped to Status::Severity::kHardError.

We may add more cases in the future.

Contents

Clone this wiki locally