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Add stats_sender to MonaiAlgo for FL stats #6984

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Merged
merged 3 commits into from
Sep 13, 2023
Merged

Add stats_sender to MonaiAlgo for FL stats #6984

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98b2c94
Add stats_sender to MonaiAlgo for FL stats
nvkevlu Sep 13, 2023
83ab337
remove stats_sender from init args
nvkevlu Sep 13, 2023
083e388
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Sep 13, 2023
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7 changes: 7 additions & 0 deletions monai/fl/client/monai_algo.py
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Original file line number Diff line number Diff line change
Expand Up @@ -390,6 +390,7 @@ def __init__(
if not isinstance(eval_workflow, BundleWorkflow) or eval_workflow.get_workflow_type() is None:
raise ValueError("train workflow must be BundleWorkflow and set type.")
self.eval_workflow = eval_workflow
self.stats_sender = None

self.app_root = ""
self.filter_parser: ConfigParser | None = None
Expand Down Expand Up @@ -478,6 +479,12 @@ def initialize(self, extra=None):
if len(config_filter_files) > 0:
self.filter_parser.read_config(config_filter_files)

# set stats sender for nvflare
self.stats_sender = extra.get(ExtraItems.STATS_SENDER, self.stats_sender)
if self.stats_sender is not None:
self.stats_sender.attach(self.trainer)
self.stats_sender.attach(self.evaluator)

# Get filters
self.pre_filters = self.filter_parser.get_parsed_content(
FiltersType.PRE_FILTERS, default=ConfigItem(None, FiltersType.PRE_FILTERS)
Expand Down
1 change: 1 addition & 0 deletions monai/fl/utils/constants.py
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Expand Up @@ -29,6 +29,7 @@ class ExtraItems(StrEnum):
MODEL_TYPE = "fl_model_type"
CLIENT_NAME = "fl_client_name"
APP_ROOT = "fl_app_root"
STATS_SENDER = "fl_stats_sender"


class FlPhase(StrEnum):
Expand Down