ebonite.core.analyzer.dataset module

class ebonite.core.analyzer.dataset.DatasetHook

Bases: ebonite.core.analyzer.base.Hook

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

process(obj, **kwargs) → ebonite.core.objects.dataset_type.DatasetType

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.dataset.PrimitivesHook

Bases: ebonite.core.analyzer.dataset.DatasetHook

Hook for primitive data, for example when you model outputs just one int

can_process(obj)

Must return True if obj can be processed by this hook

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

must_process(obj)

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

process(obj, **kwargs) → ebonite.core.objects.dataset_type.DatasetType

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.dataset.OrderedCollectionHookDelegator

Bases: ebonite.core.analyzer.dataset.DatasetHook

Hook for list/tuple data

can_process(obj) → bool

Must return True if obj can be processed by this hook

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

must_process(obj) → 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

process(obj, **kwargs) → ebonite.core.objects.dataset_type.DatasetType

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.dataset.DictHookDelegator

Bases: ebonite.core.analyzer.dataset.DatasetHook

Hook for dict data

can_process(obj) → bool

Must return True if obj can be processed by this hook

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

must_process(obj) → 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

process(obj, **kwargs) → ebonite.core.objects.dataset_type.DatasetType

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.dataset.BytesDatasetHook

Bases: ebonite.core.analyzer.dataset.DatasetHook

Hook for bytes objects

process(obj, **kwargs) → ebonite.core.objects.dataset_type.DatasetType

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

Must return True if obj can be processed by this hook

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

must_process(obj) → 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