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MilesCranmer
commited on
Commit
•
44ff874
1
Parent(s):
d72c643
Fix hanging with GC disabled
Browse files- pysr/julia_helpers.py +1 -0
- pysr/sr.py +3 -1
pysr/julia_helpers.py
CHANGED
@@ -23,6 +23,7 @@ from juliacall import Main as jl
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from juliacall import convert as jl_convert
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jl.seval("using Serialization: Serialization")
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juliainfo = None
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julia_initialized = False
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from juliacall import convert as jl_convert
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jl.seval("using Serialization: Serialization")
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+
jl.seval("using PythonCall: PythonCall")
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juliainfo = None
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julia_initialized = False
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pysr/sr.py
CHANGED
@@ -1765,6 +1765,7 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
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progress=progress and self.verbosity > 0 and len(y.shape) == 1,
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verbosity=int(self.verbosity),
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)
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output_stream = jl.seval(
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"""
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let args = deepcopy(_equation_search_args), kwargs=deepcopy(_equation_search_kwargs)
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@@ -1775,9 +1776,10 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
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end
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"""
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)
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jl._equation_search_args = None
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jl._equation_search_kwargs = None
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-
self.raw_julia_state_stream_ = np.array(output_stream)
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# Set attributes
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self.equations_ = self.get_hof()
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progress=progress and self.verbosity > 0 and len(y.shape) == 1,
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verbosity=int(self.verbosity),
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)
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+
jl.PythonCall.GC.disable()
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output_stream = jl.seval(
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"""
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let args = deepcopy(_equation_search_args), kwargs=deepcopy(_equation_search_kwargs)
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end
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"""
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)
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+
jl.PythonCall.GC.enable()
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jl._equation_search_args = None
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jl._equation_search_kwargs = None
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+
self.raw_julia_state_stream_ = np.array(output_stream)
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# Set attributes
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self.equations_ = self.get_hof()
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