JuliaPy / JuliaPy/PythonCall.jl
Freeze the resolved interpreter for child processes
- Dominant language
- Julia
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- Merged PRs (30d)
- 3
Description
When PythonCall resolves its interpreter via CondaPkg, each **child process** that loads
PythonCall re-resolves the *same* CondaPkg environment from scratch. Spawn several at once —
e.g. `Distributed` workers for parallel data loading (MLUtils `DataLoader(...; num_workers=N)`
over a PythonCall-backed dataset) — and they serialize on CondaPkg's lock, spamming
`CondaPkg: Waiting for lock to be freed` and redoing work the parent already did.
PythonCall already has the fix, but gates it behind `CI=true` and flags it as a hack
(`src/C/context.jl`, v0.9.35):
```julia
# HACK: If we are using CondaPkg, prevent child processes from using it by explicitly
# setting the executable. ...
# A better solution may be to use some environment variable to "freeze" CondaPkg in
# child processes.
# Only done when CI=true since it's a hack.
if (get(ENV, "CI", "false") == "true") && (CTX.which === :CondaPkg)
ENV["JULIA_PYTHONCALL_EXE"] = CTX.exe_path::String
end
```
Since `JULIA_PYTHONCALL_EXE` is exactly the "freeze" env var the comment asks for (child
processes inherit `ENV`, and `getpref_exe` reads it), the same line solves the general case.
## Proposal
Set `JULIA_PYTHONCALL_EXE` whenever `CTX.which === :CondaPkg`, not only under `CI` — ideally
behind a preference (e.g. `freeze_child_processes`, default `true`) so it can be disabled.
`get!` already leaves a user-set value untouched.
## Workaround
A downstream package can do this itself after init:
```julia
if PythonCall.C.CTX.which === :CondaPkg
get!(ENV, "JULIA_PYTHONCALL_EXE", PythonCall.python_executable_path()::String)
end
```
I've done this in https://github.com/JuliaGenAI/HuggingFaceDatasets.jl/pull/64
Contributor guide
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Research direction
Start in src/C/context.jl and trace how getpref_exe and CTX.which handle CondaPkg during child-process startup. Verify the existing CI-gated behavior and preference conventions, then confirm that spawned processes inherit the resolved executable without re-resolving CondaPkg and that a user-set JULIA_PYTHONCALL_EXE remains unchanged.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- backend
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 68/100