3527909956

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Pull Request Pull Request #230: Package compiler

Run Details

8 of 17 new or added lines in 3 files covered. (47.06%)

903 of 1021 relevant lines covered (88.44%)

0.88 hits per line

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35.71

/pysr/package_compiler.py

1	"""Functions to create a sysimage for PySR."""
2
3	from pathlib import Path	1✔
4	import numpy as np	1✔
5
6	from . import PySRRegressor	1✔
7	from .julia_helpers import init_julia	1✔
8
9
10	def create_sysimage():	1✔
11	"""Create a PackageCompiler.jl sysimage from a simple PySR run."""
NEW 12	sysimage_name = "pysr.so"	×
13
14	# Example dataset:
NEW 15	X = 2 * np.random.randn(100, 5)	×
NEW 16	y = 2.5382 * np.cos(X[:, 3]) + X[:, 0] ** 2 - 0.5	×
17
NEW 18	model = PySRRegressor(	×
19	unary_operators=["cos"],
20	procs=8,
21	niterations=2,
22	populations=4,
23	verbosity=0,
24	progress=False,
25	)
NEW 26	model.fit(X, y)	×
27
NEW 28	from julia import Main	×
29
NEW 30	cur_project_dir = Main.eval("dirname(Base.active_project())")	×
NEW 31	from julia import PackageCompiler	×
32
NEW 33	PackageCompiler.create_sysimage(	×
34	["SymbolicRegression"],
35	sysimage_path=str(Path(cur_project_dir) / sysimage_name),
36	)

MilesCranmer / PySR / 3527909956

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