JuliaPy / JuliaPy/PythonCall.jl
Improve juliacall startup time?
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描述
Currently, it takes more than 2 seconds to load the package `juliacall` in Python, before importing any Julia package or running Julia code:
```
$ time python -c "from juliacall import Main as jl"
real 0m2.355s
user 0m3.104s
sys 0m0.156s
```
This can be a disadvantage compared with calling C++ instead of Julia to offload heavy computations outside Python, depending on the workflow. Is there a way to compile a Julia system image to make the startup much faster?
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调研方向
Start by reproducing the reported command, `python -c "from juliacall import Main as jl"`, and inspect the juliacall import and initialization path. Determine which startup work dominates the more-than-two-second delay and whether a Julia system image can address it. Done means a documented, measured startup improvement without breaking Python-to-Julia initialization.
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评估
- 技术栈
- julia, python
- 领域
- performance
- Issue 类型
- 功能
- 难度
- 5/5
- 预计耗时
- 一周以上
- 活跃度
- 冷清
- 描述清晰度
- 需要澄清
- 新手友好度
- 35/100