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Merge branch 'main' into sergiym/datetime/utc
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bpkroth committed Mar 18, 2024
2 parents 9086992 + 020add2 commit 08c3180
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Showing 3 changed files with 14 additions and 2 deletions.
5 changes: 5 additions & 0 deletions mlos_bench/mlos_bench/config/schemas/cli/cli-schema.json
Original file line number Diff line number Diff line change
Expand Up @@ -57,6 +57,11 @@
"uniqueItems": true
},

"scheduler": {
"description": "Path to the json config of scheduler to use for running the experiments.",
"$ref": "#/$defs/json_config_path"
},

"environment": {
"description": "Path to the json config describing the environment to run the benchmark in.",
"$ref": "#/$defs/json_config_path"
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2 changes: 2 additions & 0 deletions mlos_bench/mlos_bench/tests/config/cli/test-cli-config.jsonc
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,8 @@
"bar"
],

"scheduler": "schedulers/sync_scheduler.jsonc",

"optimizer": "optimizers/mlos_core_default_opt.jsonc",

"services": [
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9 changes: 7 additions & 2 deletions mlos_bench/mlos_bench/tests/launcher_parse_args_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -73,6 +73,7 @@ def test_launcher_args_parse_1(config_paths: List[str]) -> None:
cli_args = '--config-paths ' + ' '.join(config_paths) + \
' --service services/remote/mock/mock_auth_service.jsonc' + \
' --service services/remote/mock/mock_remote_exec_service.jsonc' + \
' --scheduler schedulers/sync_scheduler.jsonc' + \
f' --environment {env_conf_path}' + \
' --globals globals/global_test_config.jsonc' + \
' --globals globals/global_test_extra_config.jsonc' \
Expand Down Expand Up @@ -105,6 +106,9 @@ def test_launcher_args_parse_1(config_paths: List[str]) -> None:
# Check that the optimizer got initialized with defaults.
assert launcher.optimizer.tunable_params.is_defaults()
assert launcher.optimizer.max_iterations == 1 # value for OneShotOptimizer
# Check that we pick up the right scheduler config:
assert isinstance(launcher.scheduler, SyncScheduler)
assert launcher.scheduler._trial_config_repeat_count == 3 # pylint: disable=protected-access


def test_launcher_args_parse_2(config_paths: List[str]) -> None:
Expand Down Expand Up @@ -132,7 +136,7 @@ def test_launcher_args_parse_2(config_paths: List[str]) -> None:
' --no-teardown' + \
' --random-init' + \
' --random-seed 1234' + \
' --trial-config-repeat-count 3'
' --trial-config-repeat-count 5'
launcher = Launcher(description=__name__, argv=cli_args.split())
# Check that the parent service
assert isinstance(launcher.service, SupportsAuth)
Expand Down Expand Up @@ -181,8 +185,9 @@ def test_launcher_args_parse_2(config_paths: List[str]) -> None:
# values through the stack.
# See Also: #495

# Check that CLI parameter overrides JSON config:
assert isinstance(launcher.scheduler, SyncScheduler)
assert launcher.scheduler._trial_config_repeat_count == 3 # pylint: disable=protected-access
assert launcher.scheduler._trial_config_repeat_count == 5 # pylint: disable=protected-access

# Check that the value from the file is overridden by the CLI arg.
assert config['random_seed'] == 42
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