ebonite.core.analyzer.metric module¶

class ebonite.core.analyzer.metric.MetricHook[source]¶

Bases: ebonite.core.analyzer.base.Hook

Base hook type for DatasetAnalyzer. Analysis result is an instance of DatasetType

process(obj, **kwargs) → ebonite.core.objects.metric.Metric[source]¶

Analyzes obj and returns result. Result type is determined by specific Hook class sub-hierarchy

Parameters:	obj – object to analyze kwargs – additional information to be used for analysis
Returns:	analysis result

class ebonite.core.analyzer.metric.LibFunctionMixin[source]¶

Bases: ebonite.core.analyzer.metric.MetricHook, ebonite.core.analyzer.base.LibHookMixin

invert = False¶

default_args = {}¶

get_args(obj)[source]¶

process(obj, **kwargs) → ebonite.core.objects.metric.Metric[source]¶

Analyzes obj and returns result. Result type is determined by specific Hook class sub-hierarchy

Parameters:	obj – object to analyze kwargs – additional information to be used for analysis
Returns:	analysis result

class ebonite.core.analyzer.metric.CallableMetricHook[source]¶

Bases: ebonite.core.analyzer.metric.MetricHook

process(obj, **kwargs) → ebonite.core.objects.metric.Metric[source]¶

Analyzes obj and returns result. Result type is determined by specific Hook class sub-hierarchy

Parameters:	obj – object to analyze kwargs – additional information to be used for analysis
Returns:	analysis result

can_process(obj) → bool[source]¶

Must return True if obj can be processed by this hook

Parameters:	obj – object to analyze
Returns:	True or False

must_process(obj) → bool[source]¶

Must return True if obj must be processed by this hook. “must” means you sure that no other hook should handle this object, for example this hook is for sklearn objects and obj is exactly that.

Parameters:	obj – object to analyze
Returns:	True or False