title | summary | category | aliases | |
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TiDB Lightning Troubleshooting |
Learn about common errors and solutions of TiDB Lightning. |
how-to |
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When TiDB Lightning encounters an unrecoverable error, it exits with nonzero exit code and leaves the reason in the log file. Errors are typically printed at the end of the log. You can also search for the string [error]
to look for non-fatal errors.
This document summarizes some commonly encountered errors in the tidb-lightning
log file and their solutions.
Normally it takes TiDB Lightning 2 minutes per thread to import a 256 MB data file. It is an error if the speed is much slower than this. The time taken for each data file can be checked from the log mentioning restore chunk … takes
. This can also be observed from metrics on Grafana.
There are several reasons why TiDB Lightning becomes slow:
Cause 1: region-concurrency
is too high, which causes thread contention and reduces performance.
- The setting can be found from the start of the log by searching
region-concurrency
. - If Lightning shares the same machine with other services (e.g. Importer),
region-concurrency
must be manually set to 75% of the total number of CPU cores - If there is a quota on CPU (e.g. limited by K8s settings), Lightning may not be able to read this out. In this case,
region-concurrency
must also be manually reduced.
Cause 2: The table is too complex.
Every additional index will introduce a new KV pair for each row. If there are N indices, the actual size to be imported would be approximately (N+1) times the size of the Mydumper output. If the indices are negligible, you may first remove them from the schema, and add them back via CREATE INDEX
after import is complete.
Cause 3: TiDB Lightning is too old.
Try the latest version! Maybe there is new speed improvement.
Cause: The checksum of a table in the local data source and the remote imported database differ. This error has several deeper reasons:
-
The table might already have data before. These old data can affect the final checksum.
-
If the remote checksum is 0, which means nothing is imported, it is possible that the cluster is too hot and fails to take in any data.
-
If the data is mechanically generated, ensure it respects the constrains of the table:
AUTO_INCREMENT
columns need to be positive, and do not contain the value "0".- The UNIQUE and PRIMARY KEYs must have no duplicated entries.
-
If TiDB Lightning has failed before and was not properly restarted, a checksum mismatch may happen due to data being out-of-sync.
Solutions:
-
Delete the corrupted data with via
tidb-lightning-ctl
, and restart Lightning to import the affected tables again.tidb-lightning-ctl --config conf/tidb-lightning.toml --checkpoint-error-destroy=all
-
Consider using an external database to store the checkpoints (change
[checkpoint] dsn
) to reduce the target database's load. -
If TiDB Lightning was improperly restarted, see also the "How to properly restart TiDB Lightning" section in the FAQ.
Cause: Checkpoint is enabled, and Lightning or Importer has previously abnormally exited. To prevent accidental data corruption, Lightning will not start until the error is addressed.
The error code is an integer less than 25, with possible values of 0, 3, 6, 9, 12, 14, 15, 17, 18, 20 and 21. The integer indicates the step where the unexpected exit occurs in the import process. The larger the integer is, the later step where the exit occurs.
Solutions:
If the error was caused by invalid data source, delete the imported data using tidb-lightning-ctl
and start Lightning again.
tidb-lightning-ctl --config conf/tidb-lightning.toml --checkpoint-error-destroy=all
See the Checkpoints control section for other options.
Cause: The number of concurrent engine files exceeds the limit specified by tikv-importer
. This could be caused by misconfiguration. Additionally, if tidb-lightning
exited abnormally, an engine file might be left at a dangling open state, which could cause this error as well.
Solutions:
-
Increase the value of
max-open-engines
setting intikv-importer.toml
. This value is typically dictated by the available memory. This could be calculated by using:Max Memory Usage ≈
max-open-engines
×write-buffer-size
×max-write-buffer-number
-
Decrease the value of
table-concurrency
+index-concurrency
so it is less thanmax-open-engines
. -
Restart
tikv-importer
to forcefully remove all engine files (default to./data.import/
). This also removes all partially imported tables, which requires Lightning to clear the outdated checkpoints.tidb-lightning-ctl --config conf/tidb-lightning.toml --checkpoint-error-destroy=all
Cause: TiDB Lightning only recognizes the UTF-8 and GB-18030 encodings for the table schemas. This error is emitted if the file isn't in any of these encodings. It is also possible that the file has mixed encoding, such as containing a string in UTF-8 and another string in GB-18030, due to historical ALTER TABLE
executions.
Solutions:
-
Fix the schema so that the file is entirely in either UTF-8 or GB-18030.
-
Manually
CREATE
the affected tables in the target database, and then set[mydumper] no-schema = true
to skip automatic table creation. -
Set
[mydumper] character-set = "binary"
to skip the check. Note that this might introduce mojibake into the target database.
Cause: A table contains a column with the timestamp
type, but the time value itself does not exist. This is either because of DST changes or the time value has exceeded the supported range (1970 Jan 1st to 2038 Jan 19th).
Solutions:
-
Ensure Lightning and the source database are using the same time zone. When deploying via TiDB Ansible, the timezone is defined in
inventory.ini
.# inventory.ini [all:vars] timezone = Asia/Shanghai
When executing Lightning directly, the time zone can be forced using the
$TZ
environment variable.# Manual deployment, and force Asia/Shanghai. TZ='Asia/Shanghai' bin/tidb-lightning -config tidb-lightning.toml
-
When exporting data using Mydumper, make sure to include the
--skip-tz-utc
flag. -
Ensure the entire cluster is using the same and latest version of
tzdata
(version 2018i or above).On CentOS, run
yum info tzdata
to check the installed version and whether there is an update. Runyum upgrade tzdata
to upgrade the package.