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 Name | Number of Rows | Size | Description |
---|---|---|---|
lineorder | 105 billion (104999988705) | 12T | Order table |
customer | 525 million (525000000) | 56G | Customer table |
part | 100 million (109375000) | 11G | Parts table |
supplier | 35 million (35000000) | 3.3G | Supplier table |
date | 2556 | 144M | Date table |
Total | 1056,6936,6261 | 12.07T |
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 Statement | Time (ms) |
---|---|
Q1.1 | 36952 |
Q1.2 | 41520 |
Q1.3 | 34960 |
Q2.1 | 605256 |
Q2.2 | 238595 |
Q2.3 | 189189 |
Q3.1 | 300709 |
Q3.2 | 4950690 |
Q3.3 | 3112151 |
Q3.4 | 2731311 |
Q4.1 | 379555 |
Q4.2 | 337608 |
Q4.3 | 338180 |