ebonite.core.analyzer.requirement module

class ebonite.core.analyzer.requirement.RequirementAnalyzer

Bases: object

Analyzer for RequirementHook hooks

hooks = []

classmethod analyze(obj: Union[ebonite.core.objects.requirements.Requirements, ebonite.core.objects.requirements.Requirement, List[ebonite.core.objects.requirements.Requirement], str, List[str]]) → ebonite.core.objects.requirements.Requirements

Run RequirementHook hooks to analyze obj

Parameters:obj – objects to analyze Returns:Instance of Requirements

class ebonite.core.analyzer.requirement.RequirementHook

Bases: ebonite.core.analyzer.base.Hook

must_process(obj: ebonite.core.objects.requirements.Requirement) → bool

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

can_process(obj: ebonite.core.objects.requirements.Requirement) → bool

Must return True if obj can be processed by this hook

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

process(obj: ebonite.core.objects.requirements.Requirement, **kwargs) → ebonite.core.objects.requirements.Requirements

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