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new 9487d46a94 🔄 synced local 'docs/benchmarks/' with remote
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commit 9487d46a94bb2b78bf65a9b4bfa98461c554e331
Author: chaokunyang <[email protected]>
AuthorDate: Tue Mar 3 10:34:31 2026 +0000
🔄 synced local 'docs/benchmarks/' with remote 'docs/benchmarks/'
---
docs/benchmarks/python/README.md | 127 ++++++++++++++++++++++++++++
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docs/benchmarks/python/mediacontentlist.png | Bin 0 -> 57263 bytes
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docs/benchmarks/python/throughput.png | Bin 0 -> 79016 bytes
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+# Python Benchmark Performance Report
+
+_Generated on 2026-03-03 13:42:38_
+
+## How to Generate This Report
+
+```bash
+cd benchmarks/python
+./run.sh
+```
+
+## Hardware & OS Info
+
+| Key | Value |
+| --------------------- | ---------------------------- |
+| OS | Darwin 24.6.0 |
+| Machine | arm64 |
+| Processor | arm |
+| Python | 3.10.8 |
+| CPU Cores (Physical) | 12 |
+| CPU Cores (Logical) | 12 |
+| Total RAM (GB) | 48.0 |
+| Python Implementation | CPython |
+| Benchmark Platform | macOS-15.7.2-arm64-arm-64bit |
+
+## Benchmark Configuration
+
+| Key | Value |
+| ---------- | ----- |
+| warmup | 3 |
+| iterations | 15 |
+| repeat | 5 |
+| number | 1000 |
+| list_size | 5 |
+
+## Benchmark Plots
+
+All plots show throughput (ops/sec); higher is better.
+
+### Throughput
+
+<p align="center">
+<img src="throughput.png" width="90%" />
+</p>
+
+### Mediacontent
+
+<p align="center">
+<img src="mediacontent.png" width="90%" />
+</p>
+
+### Mediacontentlist
+
+<p align="center">
+<img src="mediacontentlist.png" width="90%" />
+</p>
+
+### Sample
+
+<p align="center">
+<img src="sample.png" width="90%" />
+</p>
+
+### Samplelist
+
+<p align="center">
+<img src="samplelist.png" width="90%" />
+</p>
+
+### Struct
+
+<p align="center">
+<img src="struct.png" width="90%" />
+</p>
+
+### Structlist
+
+<p align="center">
+<img src="structlist.png" width="90%" />
+</p>
+
+## Benchmark Results
+
+### Timing Results (nanoseconds)
+
+| Datatype | Operation | fory (ns) | pickle (ns) | protobuf (ns) |
Fastest |
+| ---------------- | ----------- | --------- | ----------- | ------------- |
------- |
+| Struct | Serialize | 417.9 | 868.9 | 548.9 |
fory |
+| Struct | Deserialize | 516.1 | 910.6 | 742.4 |
fory |
+| Sample | Serialize | 828.1 | 1663.5 | 2383.7 |
fory |
+| Sample | Deserialize | 1282.4 | 2296.3 | 3992.7 |
fory |
+| MediaContent | Serialize | 1139.9 | 2859.7 | 2867.1 |
fory |
+| MediaContent | Deserialize | 1719.5 | 2854.3 | 3236.1 |
fory |
+| StructList | Serialize | 1009.1 | 2630.6 | 3281.6 |
fory |
+| StructList | Deserialize | 1387.2 | 2651.9 | 3547.9 |
fory |
+| SampleList | Serialize | 2828.3 | 5541.0 | 15256.6 |
fory |
+| SampleList | Deserialize | 5043.4 | 8144.7 | 18912.5 |
fory |
+| MediaContentList | Serialize | 3417.9 | 9341.9 | 15853.2 |
fory |
+| MediaContentList | Deserialize | 6138.7 | 8435.3 | 16442.6 |
fory |
+
+### Throughput Results (ops/sec)
+
+| Datatype | Operation | fory TPS | pickle TPS | protobuf TPS |
Fastest |
+| ---------------- | ----------- | --------- | ---------- | ------------ |
------- |
+| Struct | Serialize | 2,393,086 | 1,150,946 | 1,821,982 |
fory |
+| Struct | Deserialize | 1,937,707 | 1,098,170 | 1,346,915 |
fory |
+| Sample | Serialize | 1,207,542 | 601,144 | 419,511 |
fory |
+| Sample | Deserialize | 779,789 | 435,489 | 250,460 |
fory |
+| MediaContent | Serialize | 877,300 | 349,688 | 348,780 |
fory |
+| MediaContent | Deserialize | 581,563 | 350,354 | 309,018 |
fory |
+| StructList | Serialize | 991,017 | 380,145 | 304,732 |
fory |
+| StructList | Deserialize | 720,901 | 377,081 | 281,855 |
fory |
+| SampleList | Serialize | 353,574 | 180,473 | 65,545 |
fory |
+| SampleList | Deserialize | 198,280 | 122,780 | 52,875 |
fory |
+| MediaContentList | Serialize | 292,578 | 107,045 | 63,079 |
fory |
+| MediaContentList | Deserialize | 162,902 | 118,550 | 60,818 |
fory |
+
+### Serialized Data Sizes (bytes)
+
+| Datatype | fory | pickle | protobuf |
+| ---------------- | ---- | ------ | -------- |
+| Struct | 72 | 126 | 61 |
+| Sample | 517 | 793 | 375 |
+| MediaContent | 470 | 586 | 301 |
+| StructList | 205 | 420 | 315 |
+| SampleList | 1810 | 2539 | 1890 |
+| MediaContentList | 1756 | 1377 | 1520 |
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