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Performance Test GuideHundreds of Billions Data Testing Guide

Performance Testing on Tens of Billions of Data

Generate Test Data

Please refer to the performance testing tool Star Schema Benchmark

Data generation as follows:

Table NameNumber of RowsSizeDescription
lineorder105 billion (104999988705)12TOrder table
customer525 million (525000000)56GCustomer table
part100 million (109375000)11GParts table
supplier35 million (35000000)3.3GSupplier table
date2556144MDate table
Total1056,6936,626112.07T

UClickhouse Cloud Data Warehouse Performance Test

Version 21.8LTS, Standard, 64 cores 256G, RSSD Cloud Disk, 4 Nodes, 2 Replicas

The following data results are based on the multi-table testing conducted with the Star Schema Benchmark tool.

Test StatementTime (ms)
Q1.136952
Q1.241520
Q1.334960
Q2.1605256
Q2.2238595
Q2.3189189
Q3.1300709
Q3.24950690
Q3.33112151
Q3.42731311
Q4.1379555
Q4.2337608
Q4.3338180