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Make Storage objects picklable and resumable by mp.Pool workers #974

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Merged
bpkroth merged 26 commits into from
May 13, 2025
Merged

Make Storage objects picklable and resumable by mp.Pool workers #974

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15919c0
Work towards making Storage objects picklable and resumable by mp.Poo…
bpkroth May 9, 2025
3cfecb1
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] May 9, 2025
a2007cb
remove more annotations and an unused import
bpkroth May 9, 2025
956c02c
add code to restore a status from the db
bpkroth May 9, 2025
beb1eac
Add tunables and optimization targets parameters to get_experiment_by…
bpkroth May 9, 2025
302b93c
implement get_trial_by_exp and get_exp_by_id
bpkroth May 9, 2025
eb6110f
handle restoring status of trials upon reload from db
bpkroth May 9, 2025
d97541f
save vscode settings
bpkroth May 9, 2025
2e6ed65
reformat
bpkroth May 9, 2025
2be1187
pylint
bpkroth May 9, 2025
a9a8b4f
missing annotation
bpkroth May 9, 2025
09eedde
Adding tests for pickling of the storage and fetching experiment and …
bpkroth May 9, 2025
e8cd6b2
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] May 9, 2025
fa4db07
add more checks
bpkroth May 9, 2025
4f6a13b
refactor
bpkroth May 9, 2025
557f4b0
disable on windwos
bpkroth May 10, 2025
f4f2365
accept recommended fix from copilot for unknown bug
bpkroth May 10, 2025
dd376bf
Merge branch 'main' into refactor/make-storage-picklable
bpkroth May 12, 2025
5148579
Merge branch 'main' into refactor/make-storage-picklable
bpkroth May 12, 2025
41174f3
Merge branch 'main' into refactor/make-storage-picklable
bpkroth May 12, 2025
6f4a7d5
tweak
bpkroth May 12, 2025
f2e2060
tweak
bpkroth May 12, 2025
823aaf0
comments
bpkroth May 12, 2025
dedd1d3
more tests
bpkroth May 12, 2025
87a54be
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] May 12, 2025
84d45a8
update status parsing
bpkroth May 13, 2025
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@bpkroth
bpkroth committed May 12, 2025
commit 823aaf0bcd7fe0f8a6ca7252f491348d1bd66f4b
2 changes: 2 additions & 0 deletions mlos_bench/mlos_bench/tests/storage/test_storage_pickling.py
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Expand Up @@ -20,6 +20,8 @@
from mlos_bench.tunables.tunable_groups import TunableGroups


# TODO: When we introduce ParallelTrialScheduler warn at config startup time
# that it is incompatible with sqlite storage on Windows.
@pytest.mark.skipif(
sys.platform == "win32",
reason="Windows doesn't support multiple processes accessing the same file.",
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