ClickHouse
Doris JDBC Catalog supports connection to the ClickHouse database through the standard JDBC interface. This document describes how to configure a ClickHouse database connection.
Terms and Conditionsβ
To connect to the ClickHouse database you need
-
ClickHouse 23.x or higher (versions below this are not fully tested).
-
JDBC driver for ClickHouse database, you can download the latest or specified version of ClickHouse JDBC driver from Maven repository. **ClickHouse JDBC Driver version 0.4.6 is recommended. **
-
Doris Network connection between each FE and BE node and the ClickHouse server, default port is 8123.
Connect to ClickHouseβ
CREATE CATALOG clickhouse PROPERTIES (
"type"="jdbc",
"user"="default",
"password"="password",
"jdbc_url" = "jdbc:clickhouse://example.net:8123/",
"driver_url" = "clickhouse-jdbc-0.4.6-all.jar",
"driver_class" = "com.clickhouse.jdbc.ClickHouseDriver"
)
jdbc_url
defines the connection information and parameters to be passed to the ClickHouse JDBC driver.
Parameters for supported URLs can be found in ClickHouse JDBC Driver Configuration.
Connection securityβ
If you configured TLS with a global trust certificate installed on the data source, you can enable TLS between the cluster and the data source by appending parameters to the JDBC connection string set in the jdbc_url property.
For example, enable TLS by adding the ssl=true parameter to the jdbc_url configuration property:
"jdbc_url"="jdbc:clickhouse://example.net:8123/db?ssl=true"
For more information about TLS configuration options, see Clickhouse JDBC Driver Documentation SSL Configuration Section
Hierarchical mappingβ
When mapping ClickHouse, a Database in Doris corresponds to a Database in ClickHouse. The Table under Doris' Database corresponds to the Tables under the Database in ClickHouse. That is, the mapping relationship is as follows:
Doris | ClickHouse |
---|---|
Catalog | ClickHouse Server |
Database | Database |
Table | Table |
Type mappingβ
ClickHouse to Doris type mappingβ
ClickHouse Type | Doris Type | Comment |
---|---|---|
Bool | BOOLEAN | |
String | STRING | |
Date/Date32 | DATE | |
DateTime/DateTime64 | DATETIME | |
Float32 | FLOAT | |
Float64 | DOUBLE | |
Int8 | TINYINT | |
Int16/UInt8 | SMALLINT | Doris does not have UNSIGNED data type, so expand by an order of magnitude |
Int32/UInt16 | INT | Doris does not have UNSIGNED data type, so expand by an order of magnitude |
Int64/Uint32 | BIGINT | Doris does not have UNSIGNED data type, so it is expanded by an order of magnitude |
Int128/UInt64 | LARGEINT | Doris does not have UNSIGNED data type, so expand it by an order of magnitude |
Int256/UInt128/UInt256 | STRING | Doris does not have a data type of this magnitude and uses STRING for processing |
DECIMAL | DECIMALV3/STRING | Which type will be selected based on the (precision, scale) of the DECIMAL field |
Enum/IPv4/IPv6/UUID | STRING | |
Array | ARRAY | Array's internal type adaptation logic refers to the above types |
Other | UNSUPPORTED |
Query optimizationβ
Predicate pushdownβ
-
When executing a query like
where dt = '2022-01-01'
, Doris can push these filtering conditions down to the external data source, thereby directly excluding data that does not meet the conditions at the data source level, reducing unnecessary data acquisition and transmission. This greatly improves query performance while also reducing the load on external data sources. -
When the variable
enable_ext_func_pred_pushdown
is set to true, the function conditions after where will also be pushed down to the external data source.The functions that currently support push down to ClickHouse are:
Function FROM_UNIXTIME UNIX_TIMESTAMP
Row limitβ
If you have the limit keyword in the query, Doris will push the limit down to ClickHouse to reduce the amount of data transfer.
Escape charactersβ
Doris will automatically add the escape character ("") to the field names and table names in the query statements sent to ClickHouse to avoid conflicts between the field names and table names and ClickHouse internal keywords.
FAQβ
-
NoClassDefFoundError: net/jpountz/lz4/LZ4Factory
error message appears when reading Clickhouse data through ClickHouse CatalogYou can first download the lz4-1.3.0.jar package and put it in every
custom_lib/
directory under the FE and BE directories (if it does not exist, just create it manually).