Reference: Job Splitting Dimensions
CDM splits jobs for different data sources based on different dimensions. Table 1 lists the splitting dimensions.
Data Source Category |
Data Source |
Job Splitting Rule |
---|---|---|
Data warehouse |
GaussDB(DWS) |
|
Data Lake Insight (DLI) |
|
|
Hadoop |
MRS HDFS |
Jobs can be split based on files. |
MRS HBase |
Jobs can be split based on HBase regions. |
|
MRS Hive |
|
|
FusionInsight HDFS |
Jobs can be split based on files. |
|
FusionInsight HBase |
Jobs can be split based on HBase regions. |
|
FusionInsight Hive |
|
|
Apache HDFS |
Jobs can be split based on files. |
|
Apache HBase |
Jobs can be split based on HBase regions. |
|
Apache Hive |
|
|
Object storage |
Object Storage Service (OBS) |
Jobs can be split based on files. |
File system |
FTP |
Jobs can be split based on files. |
SFTP |
Jobs can be split based on files. |
|
HTTP |
Jobs can be split based on files. |
|
Relational database |
RDS for MySQL |
|
RDS for PostgreSQL |
|
|
RDS for SQL Server |
|
|
MySQL |
|
|
PostgreSQL |
|
|
Microsoft SQL Server |
|
|
Oracle |
|
|
SAP HANA |
|
|
Database shard |
Each backend connects to a subjob, which can be split based on primary keys. |
|
NoSQL |
Distributed Cache Service (DCS) |
Jobs cannot be split. |
Redis |
Jobs cannot be split. |
|
Document Database Service (DDS) |
Jobs cannot be split. |
|
MongoDB |
Jobs cannot be split. |
|
Cassandra |
Jobs can be split based on the token range of Cassandra. |
|
Message system |
Data Ingestion Service (DIS) |
Jobs can be split based on topics. |
Apache Kafka |
Jobs can be split based on topics. |
|
DMS Kafka |
Jobs can be split based on topics. |
|
MRS Kafka |
Jobs can be split based on topics. |
|
Search |
Elasticsearch |
Jobs cannot be split. |
Cloud Search Service (CSS) |
Jobs cannot be split. |
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