Version: Latest-3.3

Manage audit logs within StarRocks via AuditLoader

This topic describes how to manage StarRocks audit logs within a table via the plugin - AuditLoader.

StarRocks stores its audit logs in the local file fe/log/fe.audit.log rather than an internal database. The plugin AuditLoader allows you to manage audit logs directly within your cluster. Once installed, AuditLoader reads logs from the file, and loads them into StarRocks via HTTP PUT. You can then query the audit logs in StarRocks using SQL statements.

Create a table to store audit logs

Create a database and a table in your StarRocks cluster to store its audit logs. See CREATE DATABASE and CREATE TABLE for detailed instructions.

Because the fields of audit logs vary among different StarRocks versions, you must choose among the following examples to create a table that is compatible with your StarRocks.

CAUTION

DO NOT change the table schema in the examples, or the log loading will fail.

Because the fields of audit logs vary among different StarRocks versions, the new version AuditLoader collects the common fields among them from all available StarRocks versions.

CREATE DATABASE starrocks_audit_db__;

CREATE TABLE starrocks_audit_db__.starrocks_audit_tbl__ (
  `queryId`           VARCHAR(64)                COMMENT "Unique query ID",
  `timestamp`         DATETIME         NOT NULL  COMMENT "Query start time",
  `queryType`         VARCHAR(12)                COMMENT "Query type (query, slow_query, connection）",
  `clientIp`          VARCHAR(32)                COMMENT "Client IP address",
  `user`              VARCHAR(64)                COMMENT "User who initiates the query",
  `authorizedUser`    VARCHAR(64)                COMMENT "user_identity",
  `resourceGroup`     VARCHAR(64)                COMMENT "Resource group name",
  `catalog`           VARCHAR(32)                COMMENT "Catalog name",
  `db`                VARCHAR(96)                COMMENT "Database that the query scans",
  `state`             VARCHAR(8)                 COMMENT "Query state (EOF, ERR, OK)",
  `errorCode`         VARCHAR(512)               COMMENT "Error code",
  `queryTime`         BIGINT                     COMMENT "Query latency in milliseconds",
  `scanBytes`         BIGINT                     COMMENT "Size of the scanned data in bytes",
  `scanRows`          BIGINT                     COMMENT "Row count of the scanned data",
  `returnRows`        BIGINT                     COMMENT "Row count of the result",
  `cpuCostNs`         BIGINT                     COMMENT "CPU resources consumption time for query in nanoseconds",
  `memCostBytes`      BIGINT                     COMMENT "Memory cost for query in bytes",
  `stmtId`            INT                        COMMENT "Incremental SQL statement ID",
  `isQuery`           TINYINT                    COMMENT "If the SQL is a query (0 and 1)",
  `feIp`              VARCHAR(128)               COMMENT "IP address of FE that executes the SQL",
  `stmt`              VARCHAR(1048576)           COMMENT "Original SQL statement",
  `digest`            VARCHAR(32)                COMMENT "Slow SQL fingerprint",
  `planCpuCosts`      DOUBLE                     COMMENT "CPU resources consumption time for planning in nanoseconds",
  `planMemCosts`      DOUBLE                     COMMENT "Memory cost for planning in bytes"
) ENGINE = OLAP
DUPLICATE KEY (`queryId`, `timestamp`, `queryType`)
COMMENT "Audit log table"
PARTITION BY RANGE (`timestamp`) ()
DISTRIBUTED BY HASH (`queryId`) BUCKETS 3 
PROPERTIES (
  "dynamic_partition.time_unit" = "DAY",
  "dynamic_partition.start" = "-30",       -- Keep the audit logs from the latest 30 days. You can adjust this value based on you business demand.
  "dynamic_partition.end" = "3",
  "dynamic_partition.prefix" = "p",
  "dynamic_partition.buckets" = "3",
  "dynamic_partition.enable" = "true",
  "replication_num" = "3"                 -- Keep three replicas of audit logs. It is recommended to keep three replicas in a production environment.
);

starrocks_audit_tbl__ is created with dynamic partitions. By default, the first dynamic partition is created 10 minutes after the table is created. Audit logs can then be loaded into the table. You can check the partitions in the table using the following statement:

SHOW PARTITIONS FROM starrocks_audit_db__.starrocks_audit_tbl__;

After a partition is created, you can move on to the next step.

Download and configure AuditLoader

Download the AuditLoader installation package. The package is compatible with all available versions of StarRocks.
Unzip the installation package.
```
unzip auditloader.zip
```
The following files are inflated:
- auditloader.jar: the JAR file of AuditLoader.
- plugin.properties: the properties file of AuditLoader. You do not need to modify this file.
- plugin.conf: the configuration file of AuditLoader. In most cases, you only need to modify the user and password fields in the file.
Modify plugin.conf to configure AuditLoader. You must configure the following items to make sure AuditLoader can work properly:
- frontend_host_port: FE IP address and HTTP port, in the format <fe_ip>:<fe_http_port>. It is recommended to set it to its default value 127.0.0.1:8030. Each FE in StarRocks manages its own Audit Log independently, and after installing the plugin, each FE will start its own background thread to fetch and save Audit Logs, and write them via Stream Load. The frontend_host_port configuration item is used to provide the IP and port of the HTTP protocol for the background Stream Load task of the plug-in, and this parameter does not support multiple values. The IP part of the parameter can use the IP of any FE in the cluster, but it is not recommended because if the corresponding FE crashes, the audit log writing task in the background of other FEs will also fail due to the failure of communication. It is recommended to set it to the default value 127.0.0.1:8030, so that each FE uses its own HTTP port to communicate, thus avoiding the impact on the communication in case of an exception of the other FEs (all the write tasks will be forwarded to the FE Leader node to be executed eventually).
- database: name of the database you created to host audit logs.
- table: name of the table you created to host audit logs.
- user: your cluster username. You MUST have the privilege to load data (LOAD_PRIV) into the table.
- password: your user password.
- secret_key: the key (string, must not be longer than 16 bytes) used to encrypt the password. If this parameter is not set, it indicates that the password in plugin.conf will not be encrypted, and you only need to specify the plaintext password in password. If this parameter is specified, it indicates that the password is encrypted by this key, and you need to specify the encrypted string in password. The encrypted password can be generated in StarRocks using the AES_ENCRYPT function: SELECT TO_BASE64(AES_ENCRYPT('password','secret_key'));.
- enable_compute_all_query_digest: whether to generate Hash SQL fingerprint for all queries (StarRocks only enable SQL fingerprint for slow queries by default). Note that the fingerprint calculation in the plugin is different from that of FE, which will normalize the SQL statement, while the plugin does not. The fingerprint calculation will consume additional computing resources if this feature is enabled.
- filter: the filter conditions for audit log loading. This parameter is based on the WHERE parameter in Stream Load, i.e. -H “where: <condition>”, defaults to an empty string. Example: filter=isQuery=1 and clientIp like '127.0.0.1%' and user='root'.

Zip the files back into a package.

zip -q -m -r auditloader.zip auditloader.jar plugin.conf plugin.properties

Dispatch the package to all machines that host FE nodes. Make sure all packages are stored in an identical path. Otherwise, the installation fails. Remember to copy the absolute path to the package after you dispatched the package.

NOTE

You can also distribute auditloader.zip to an HTTP service accessible to all FEs (for example, httpd or nginx) and install it using the network. Note that in both cases the auditloader.zip needs to be persisted in the path after the installation is performed, and the source files should not be deleted after installation.

Install AuditLoader

Execute the following statement along with the path you copied to install AuditLoader as a plugin in StarRocks:

INSTALL PLUGIN FROM "<absolute_path_to_package>";

Example of installation from a local package:

INSTALL PLUGIN FROM "<absolute_path_to_package>";

If you want install the plugin via a network path, you need to provide the md5 of the package in the properties of the INSTALL statement.

Example:

INSTALL PLUGIN FROM "http://xx.xx.xxx.xxx/extra/auditloader.zip" PROPERTIES("md5sum" = "3975F7B880C9490FE95F42E2B2A28E2D");

See INSTALL PLUGIN for detailed instructions.

Verify the installation and query audit logs

You can check if the installation is successful via SHOW PLUGINS.

In the following example, the Status of the plugin AuditLoader is INSTALLED, meaning installation is successful.

mysql> SHOW PLUGINS\G
*************************** 1. row ***************************
    Name: __builtin_AuditLogBuilder
    Type: AUDIT
Description: builtin audit logger
    Version: 0.12.0
JavaVersion: 1.8.31
ClassName: com.starrocks.qe.AuditLogBuilder
    SoName: NULL
    Sources: Builtin
    Status: INSTALLED
Properties: {}
*************************** 2. row ***************************
    Name: AuditLoader
    Type: AUDIT
Description: Available for versions 2.5+. Load audit log to starrocks, and user can view the statistic of queries
    Version: 4.2.1
JavaVersion: 1.8.0
ClassName: com.starrocks.plugin.audit.AuditLoaderPlugin
    SoName: NULL
    Sources: /x/xx/xxx/xxxxx/auditloader.zip
    Status: INSTALLED
Properties: {}
2 rows in set (0.01 sec)

Execute some random SQLs to generate audit logs, and wait for 60 seconds (or the time you have specified in the item max_batch_interval_sec when you configure AuditLoader) to allow AuditLoader to load audit logs into StarRocks.

Check the audit logs by querying the table.

SELECT * FROM starrocks_audit_db__.starrocks_audit_tbl__;

The following example shows when audit logs are loaded into the table successfully:

mysql> SELECT * FROM starrocks_audit_db__.starrocks_audit_tbl__\G
*************************** 1. row ***************************
     queryId: 84a69010-d47e-11ee-9647-024228044898
   timestamp: 2024-02-26 16:10:35
   queryType: query
    clientIp: xxx.xx.xxx.xx:65283
        user: root
authorizedUser: 'root'@'%'
resourceGroup: default_wg
     catalog: default_catalog
          db: 
       state: EOF
   errorCode:
   queryTime: 3
   scanBytes: 0
    scanRows: 0
  returnRows: 1
   cpuCostNs: 33711
memCostBytes: 4200
      stmtId: 102
     isQuery: 1
        feIp: xxx.xx.xxx.xx
        stmt: SELECT * FROM starrocks_audit_db__.starrocks_audit_tbl__
      digest:
planCpuCosts: 0
planMemCosts: 0
1 row in set (0.01 sec)

Troubleshooting

If no audit logs are loaded to the table after the dynamic partition is created and the plugin is installed, you can check whether plugin.conf is configured properly or not. To modify it, you must first uninstall the plugin:

UNINSTALL PLUGIN AuditLoader;

Logs of AuditLoader are printed in fe.log of each FE, you can retrieve them by searching the keyword audit in fe.log. After all configurations are set correctly, you can follow the above steps to install AuditLoader again.

Manage audit logs within StarRocks via AuditLoader

Create a table to store audit logs​

Download and configure AuditLoader​

Install AuditLoader​

Verify the installation and query audit logs​

Troubleshooting​

What did you think of this doc?

Create a table to store audit logs

Download and configure AuditLoader

Install AuditLoader

Verify the installation and query audit logs

Troubleshooting