nvflare.fuel.utils.stats_utils module

class CounterPool(name: str, description: str, counter_names: List[str], dynamic_counter_name=True)

Bases: StatsPool

static from_dict(d: dict)

get_table(mode='')

increment(category: str, counter_name: str, amount=1)

to_dict()

class HistPool(name: str, description: str, marks: List[float] | Tuple, unit: str)

Bases: StatsPool

static from_dict(d: dict)

get_table(mode='count')

record_value(category: str, value: float)

to_dict()

class StatsMode

Bases: object

AVERAGE = 'avg'

COUNT = 'count'

MAX = 'max'

MIN = 'min'

PERCENT = 'percent'

class StatsPool(name: str, description: str)

Bases: object

static from_dict(d: dict)

get_table(mode)

to_dict() → dict

format_value(v: float, n=3)

new_message_size_pool(name: str, description='', marks=None) → HistPool

new_time_pool(name: str, description='', marks=None) → HistPool

parse_hist_mode(mode: str) → str