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Automatic Environment Handling #6

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Automatic Environment Handling #6

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2ba90af
trying out isolated runs
Sohambasu07 Feb 28, 2025
6d28d7e
Check for package installs
Sohambasu07 Mar 3, 2025
2ca8873
fix runs in isolated envs
Sohambasu07 Mar 3, 2025
95b82f5
Minor changes
Sohambasu07 Mar 3, 2025
ba8d5cb
Merge pull request #3 from automl/pkginstalls
Sohambasu07 Mar 3, 2025
b2a0c4a
Revert "Check for package installs"
Sohambasu07 Mar 3, 2025
2ef76e3
Merge pull request #4 from automl/revert-3-pkginstalls
Sohambasu07 Mar 3, 2025
f8ed7b2
Merge branch 'main' into envfixes
Sohambasu07 Mar 3, 2025
f079bf6
Merge branch 'envfixes' of https://github.com/automl/hposuite into en…
Sohambasu07 Mar 3, 2025
e86e35d
mfpbench revert
Sohambasu07 Mar 3, 2025
61fe433
Merge branch 'main' into envfixes
Sohambasu07 Mar 3, 2025
f5da488
revert mfp from main2
Sohambasu07 Mar 3, 2025
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27 changes: 21 additions & 6 deletions hposuite/study.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@

import hashlib
import logging
import subprocess
import warnings
from collections.abc import Iterable, Mapping
from dataclasses import dataclass, field
Expand Down Expand Up @@ -824,12 +825,26 @@ def optimize( # noqa: C901, PLR0912
for i, run in enumerate(self.experiments, start=1):
if auto_env_handling:
run.create_env(hposuite=f"-e {HPOSUITE_EDITABLE}")
logger.info(f"Running experiment {i}/{len(self.experiments)}")
run.run(
continuations=continuations,
overwrite=overwrite,
progress_bar=False
)
logger.info(f"Running experiment {i}/{len(self.experiments)}")
run_cmd = [
'from hposuite.run import Run; '
f'run = Run.from_yaml("{run.run_yaml_path}");'
f'run.run(continuations={continuations}, '
f'overwrite={overwrite}, auto_env_handling=True)'
]
cmd = [run.venv.python, "-c", *run_cmd]
logger.debug(f"Running command: {cmd}")
subprocess.run( # noqa: S603
cmd,
check=True,
)
else:
logger.info(f"Running experiment {i}/{len(self.experiments)}")
run.run(
continuations=continuations,
overwrite=overwrite,
progress_bar=False
)
case "parallel":
raise NotImplementedError("Parallel execution not implemented yet!")
case _:
Expand Down