ebonite.core.objects.metric module

class ebonite.core.objects.metric.Metric

Bases: ebonite.core.objects.metric.Metric, pyjackson.decorators.SubtypeRegisterMixin

type = 'pyjackson.decorators.Metric'

class ebonite.core.objects.metric.LibFunctionMetric(function: str, args: Dict[str, Any] = None, invert_input: bool = False)

Bases: ebonite.core.objects.metric.Metric

evaluate(truth, prediction)

type = 'ebonite.core.objects.metric.LibFunctionMetric'

class ebonite.core.objects.metric.CallableMetricWrapper(artifacts: Dict[str, str], requirements: ebonite.core.objects.requirements.Requirements)

Bases: object

bind(callable)

static compress(s: bytes) → str

Helper method to compress source code

Parameters:s – source code Returns:base64 encoded string of zipped source

static decompress(s: str) → bytes

Helper method to decompress source code

Parameters:s – compressed source code Returns:decompressed source code

classmethod from_callable(callable)

load()

class ebonite.core.objects.metric.CallableMetric(wrapper: ebonite.core.objects.metric.CallableMetricWrapper)

Bases: ebonite.core.objects.metric.Metric

evaluate(truth, prediction)

type = 'ebonite.core.objects.metric.CallableMetric'