Test Method
This section describes performance testing of GeminiDB HBase instances, including the test environment, procedure, and results.
Test Environment
- Region: CN North-Beijing4
- AZ: AZ1
- Elastic Cloud Server (ECS): h3.4xlarge.2 with 16 vCPUs, 32 GB of memory, and CentOS 7.5 64-bit image
- Pressure test data model: The size of each line is 20 bytes.
- Instance specifications: All specifications described in Table 1.
Test Tool
In this test, the YCSB 0.17.0 test tool provided by the open-source community is used to connect to the GeminiDB HBase-compatible instance and fix issues in high concurrency scenarios.
For details on how to use this tool, see YCSB.
Test Metrics
Operations per Second (OPS): operations executed by a database per second
Test Procedure
- Configure the workload file.
Set values for fields readproportion, insertproportion, updateproportion, scanproportion, and readmodifywriteproportion in the file by referring to Table 2.
- Use workload-insert-mostly as an example. Run the following command to prepare test data:
nohup ./bin/ycsb load hbase -s -P workloads/workload-insert-mostly -P hbase.properties -p operationcount=400000000 -p recordcount=400000000 -threads ${thread} -p maxexecutiontime=${maxexecutiontime} -s 1> data_load.log 2>&1 &
- Use workload-insert-mostly as an example. Run the following command to test performance:
nohup ./bin/ycsb run hbase -s -P workloads/workload-insert-mostly -P hbase.properties -p operationcount=9000000 -p recordcount=9000000 -threads ${thread} -s 1> workload-insert-mostly_run.log 2>&1 &
Test Model
- Workload model
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