Deploy ClickHouse on Google Cloud C4A (Arm-based Axion VMs) #33
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| This tool measures **query throughput and latency**. | ||
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| ### Verify the benchmarking tool exists | ||
| Confirms that `clickhouse-benchmark` is installed and available on the system before running performance tests. |
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| Confirms that `clickhouse-benchmark` is installed and available on the system before running performance tests. | |
| Confirm that `clickhouse-benchmark` is installed and available on the system before running performance tests. |
| ``` | ||
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| ### Prepare benchmark database and table | ||
| Creates a test database and table structure where sample data will be stored for benchmarking. |
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| Creates a test database and table structure where sample data will be stored for benchmarking. | |
| Create a test database and table structure where sample data will be stored for benchmarking. |
| exit; | ||
| ``` | ||
| ### Load benchmark data | ||
| Inserts 1 million sample records into the table to simulate a realistic workload for testing query performance. |
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| Inserts 1 million sample records into the table to simulate a realistic workload for testing query performance. | |
| Insert 1 million sample records into the table to simulate a realistic workload for testing query performance. |
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| **Verify:** | ||
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| Checks that the data load was successful by counting the total number of rows in the table. |
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| Checks that the data load was successful by counting the total number of rows in the table. | |
| Check that the data load was successful by counting the total number of rows in the table. |
| ``` | ||
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| ### Benchmark aggregation query |
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This is not in bold.
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| ### Benchmark aggregation query | ||
| Tests the performance of grouping and aggregation operations, demonstrating analytical query efficiency. |
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| Tests the performance of grouping and aggregation operations, demonstrating analytical query efficiency. | |
| Test the performance of grouping and aggregation operations, demonstrating analytical query efficiency. |
| 99.99% 0.008 sec. | ||
| ``` | ||
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| ### Benchmark concurrent read workload |
| ``` | ||
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| ### Benchmark concurrent read workload | ||
| Runs multiple queries at the same time to evaluate how well ClickHouse handles higher user load and parallel processing. |
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| Runs multiple queries at the same time to evaluate how well ClickHouse handles higher user load and parallel processing. | |
| Run multiple queries at the same time to evaluate how well ClickHouse handles higher user load and parallel processing. |
| ```console | ||
| sudo systemctl status clickhouse-server | ||
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| This confirms that the ClickHouse server is running correctly under systemd and ready to accept connections. | |
| Output: |
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| ### Verify ClickHouse is running | ||
| confirms that the ClickHouse server is running correctly under systemd and ready to accept connections. |
| Peak memory usage: 3.96 MiB. | ||
| ``` | ||
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| **Verify row count:** |
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Add one-liner spacing
| | Read (High Concurrency) | Filtered COUNT | `COUNT(*) WHERE user_id % 10 = 0` | 20 | 8 | 99.72 | 99.72 M | 760.83 | 29 ms | 63 ms | 78 ms | | ||
| | Write | Bulk Insert | `INSERT SELECT … FROM numbers(500000)` | 5 | 4 | 20.94 | 10.47 M | 79.86 | 68 ms | 73 ms | 73 ms | | ||
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| ### ClickHouse benchmarking comparison on Arm64 and x86_64 |
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Don't highlight results on x86. Simply write:
Benchmark comparison insights:
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Signed-off-by: odidev <[email protected]>
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