TsFile Multi-language Benchmark (Auto-updated)

## Benchmark result of tsfile at 20250724-184247 - commit
### write and read result
| language | tsfile_size | prepare_time | writing_time | writing_speed | reading_time | reading_speed |
|----------|-------------|--------------|--------------|---------------|--------------|---------------|
| Java | 4420 | 5.035865832 | 16.794757075 | 11451803.325311318 | 11.623536762 | 30111317 |
| Cpp | 4630 | 20.171639 | 12.718785 | 7600996.0 | 20.157639 | 12402246 |
| Python | 4630 | 532.930589 | | 435881 | 24.485239 | 10210233 |

#### memory usage of tsfile when writing data

Start by reviewing the benchmark table for commit 20250724-184247 and the linked memory_usage.png result. The issue does not identify a requested change or a test entry point, so completion criteria would need to be established before work begins.

Written by the indexing model from the issue text.