Source code for nvflare.apis.utils.task_utils

# Copyright (c) 2023, NVIDIA CORPORATION.  All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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#     http://www.apache.org/licenses/LICENSE-2.0
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from nvflare.apis.fl_constant import FilterKey, FLContextKey
from nvflare.apis.shareable import ReservedHeaderKey
from nvflare.fuel.utils.fobs.decomposers.via_downloader import contains_lazy_download_ref as _contains_lazy_download_ref
from nvflare.fuel.utils.fobs.decomposers.via_downloader import (
    materialize_lazy_download_refs as _materialize_lazy_download_refs,
)

_FILTER_GRAPH_EXCLUDED_DICT_KEYS = frozenset({ReservedHeaderKey.PEER_CTX})


[docs] def contains_lazy_download_ref(value) -> bool: """Return whether filter-visible payload data contains a pass-through reference.""" return _contains_lazy_download_ref(value, excluded_dict_keys=_FILTER_GRAPH_EXCLUDED_DICT_KEYS)
[docs] def materialize_lazy_download_refs(value, cell, abort_signal=None): """Materialize filter-visible payload data without traversing framework-only peer context.""" return _materialize_lazy_download_refs( value, cell, abort_signal, excluded_dict_keys=_FILTER_GRAPH_EXCLUDED_DICT_KEYS, )
[docs] def get_filters(filters_name, fl_ctx, config_filters, task_name, direction): """Return the site- and job-configured filters active for a task direction.""" filter_list = [] scope_object = fl_ctx.get_prop(FLContextKey.SCOPE_OBJECT) if scope_object: filters = getattr(scope_object, filters_name) if filters: filter_list.extend(filters.get(direction, [])) task_filter_list = config_filters.get(task_name + FilterKey.DELIMITER + direction) if task_filter_list: filter_list.extend(task_filter_list) return filter_list
[docs] def apply_filters(filters_name, filter_data, fl_ctx, config_filters, task_name, direction, abort_signal=None): fl_ctx.set_prop(FLContextKey.FILTER_DIRECTION, direction, private=True, sticky=False) filter_list = get_filters(filters_name, fl_ctx, config_filters, task_name, direction) if filter_list: if contains_lazy_download_ref(filter_data): engine = fl_ctx.get_engine() get_cell = getattr(engine, "get_cell", None) if engine is not None else None cell = get_cell() if callable(get_cell) else None filter_data = materialize_lazy_download_refs(filter_data, cell, abort_signal) for f in filter_list: filter_data = f.process(filter_data, fl_ctx) return filter_data