@PublicEvolving public final class PipelineModelServable extends Object implements ModelServable<PipelineModelServable>
ModelServable
. It consists of an ordered list of
servables, each of which could be a TransformerServable or ModelServable.Constructor and Description |
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PipelineModelServable(List<TransformerServable<?>> servables) |
Modifier and Type | Method and Description |
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Map<Param<?>,Object> |
getParamMap()
Returns a map which should contain value for every parameter that meets one of the following
conditions.
|
static PipelineModelServable |
load(String path) |
DataFrame |
transform(DataFrame input)
Applies the TransformerServable on the given input DataFrame and returns the result
DataFrame.
|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
setModelData
get, getParam, set
public PipelineModelServable(List<TransformerServable<?>> servables)
public DataFrame transform(DataFrame input)
TransformerServable
transform
in interface TransformerServable<PipelineModelServable>
input
- the input datapublic static PipelineModelServable load(String path) throws IOException
IOException
public Map<Param<?>,Object> getParamMap()
WithParams
1) set(...) has been called to set value for this parameter.
2) The parameter is a public final field of this WithParams instance. This includes fields inherited from its interfaces and super-classes.
The subclass which implements this interface could meet this requirement by returning a
member field of the given map type, after having initialized this member field using the
ParamUtils.initializeMapWithDefaultValues(Map, WithParams)
method.
getParamMap
in interface WithParams<PipelineModelServable>
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