JuliaPy / JuliaPy/PythonCall.jl
Improve juliacall startup time?
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- Julia
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Descripción
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?
Guía de contribución
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Línea de trabajo
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.
Escrito por el modelo de indexación a partir del texto del issue.
Evaluación
- Stack tecnológico
- julia, python
- Área
- performance
- Tipo de issue
- Nueva funcionalidad
- Dificultad
- 5/5
- Tiempo estimado
- Más de una semana
- Estado de actividad
- Tranquilo
- Claridad
- Necesita aclaración
- Aptitud para principiantes
- 35/100