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Test Results for Reference

Last updated: 2024-07-31 09:19:42
    This document will provide a reference for the results of performance testing of Tencent Cloud TCHouse-D using SSB.

    About SSB Performance Test

    SSB (Star Schema Benchmark) is a lightweight performance test set for data warehouse scenes. SSB provides a simplified star model data set based on TPC-H, which is mainly used to test the performance of multi-table join queries under the star model. In addition, the industry practice is to flatten SSB into a wide table model (hereinafter referred to as: SSB FLAT) to test the performance of the query engine.

    Test Environment

    Hardware Environment

    In this document, two model clusters are tested, each containing 1 FE and 3 BEs. The FE/BE node processes are deployed separately. It should be noted that the principle for selecting a cluster of models is to be close to common user configurations, and in actual testing, such a large amount of hardware resources will not be consumed.
    Cluster Specifications
    Node Type
    Specification
    Specification 1 (small and medium-sized data scenes)
    1 FE
    CPU:4 cores
    Memory: 16 GB
    Hard disk: Enhanced SSD Cloud Disk 200 GB
    3 BEs
    CPU:16 cores
    Memory: 64 GB
    Hard disk: Enhanced SSD Cloud Disk 1500 GB
    Specification 2 (large-scale data scenes)
    1 FE
    CPU:16 cores
    Memory: 64 GB
    Hard disk: Enhanced SSD Cloud Disk 200 GB
    3 BEs
    CPU:64 cores
    Memory: 256 GB
    Hard disk: Enhanced SSD Cloud Disk 1500 GB

    Software Version

    Tencent Cloud TCHouse-D 1.2.7

    Test Results for Reference

    Test Data

    The test is conducted using two data sets, Scale 100 and Scale 1000. The descriptions and data volume of the created tables are as follows:
    SSB Table Name
    Number of rows - Scale 100
    Number of rows - Scale 1000
    Remarks
    LINEORDER
    600,037,902
    5,999,989,709
    Product Order Details Table
    CUSTOMER
    3,000,000
    30,000,000
    Customer Information Table
    PART
    1,400,000
    2,000,000
    Parts Information Table
    SUPPLIER
    200,000
    2,000,000
    Supplier Information Table
    DATE
    2,556
    2,556
    Date Table

    Performance Test Results

    Note:
    The test result is the average time of three queries of the corresponding SQL file, in seconds (s).

    SSB Test Results

    Query Number
    Specification 1-Scale 100 data set
    Specification 2-Scale 100 data set
    Specification 1-Scale 1000 data set
    Specification 2-Scale 1000 data set
    Q1.1
    0.05
    0.04
    0.27
    0.26
    Q1.2
    0.03
    0.03
    0.14
    0.13
    Q1.3
    0.03
    0.03
    0.13
    0.13
    Q2.1
    0.33
    0.15
    5.32
    1.29
    Q2.2
    0.27
    0.12
    4.89
    1.19
    Q2.3
    0.26
    0.12
    4.67
    1.14
    Q3.1
    0.53
    0.39
    9.52
    7.27
    Q3.2
    0.23
    0.12
    4.33
    1.06
    Q3.3
    0.30
    0.12
    3.58
    0.71
    Q3.4
    0.06
    0.05
    0.34
    0.24
    Q4.1
    0.73
    0.41
    10.84
    5.59
    Q4.2
    0.38
    0.34
    4.15
    2.56
    Q4.3
    0.47
    0.54
    4.37
    4.22
    Total time
    3.66
    2.43
    52.54
    25.79

    SSB FLAT Test Results

    Query Number
    Specification 1-Scale 100 data set
    Specification 2-Scale 100 data set
    Specification 1-Scale 1000 data set
    Specification 2-Scale 1000 data set
    Q1.1
    0.03
    0.02
    0.13
    0.10
    Q1.2
    0.01
    0.01
    0.02
    0.02
    Q1.3
    0.03
    0.04
    0.23
    0.22
    Q2.1
    0.08
    0.05
    3.61
    1.04
    Q2.2
    0.08
    0.05
    2.86
    0.37
    Q2.3
    0.06
    0.04
    2.54
    0.28
    Q3.1
    0.15
    0.09
    4.30
    1.50
    Q3.2
    0.08
    0.05
    3.45
    1.09
    Q3.3
    0.07
    0.04
    1.93
    0.26
    Q3.4
    0.01
    0.02
    0.03
    0.02
    Q4.1
    0.13
    0.08
    4.96
    2.22
    Q4.2
    0.05
    0.04
    1.59
    0.23
    Q4.3
    0.03
    0.03
    1.23
    0.14
    Total time
    0.82
    0.54
    26.87
    7.49
    
    
    
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