Merged PR 5201: Updated Featurizers SimpleSchema
Updated SimpleSchema to allow for better mapping of input->output types. Added support for multiple template types. Note: Tuple types aren't supported yet, so the code is generated for RobustScalar but we will need to add that code in manually in the custom section.
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Michael Sharp
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da44bfb1f9
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2dd988cfce
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/* ---------------------------------------------------------------------- */
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/* Copyright (c) Microsoft Corporation. All rights reserved. */
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/* Licensed under the MIT License */
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/* ---------------------------------------------------------------------- */
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#pragma once
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#include "SharedLibrary_Common.h"
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extern "C" {
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <int8_t> */
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struct RobustScalarFeaturizer_int8_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_int8_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_int8_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_Fit(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pHandle, /*in*/ int8_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_FitBuffer(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pHandle, /*in*/ int8_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_int8_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_int8_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_int8_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_int8_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_int8_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int8_t_Transform(/*in*/ RobustScalarFeaturizer_int8_t_TransformerHandle *pHandle, /*in*/ int8_t input, /*out*/ float * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <int16_t> */
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struct RobustScalarFeaturizer_int16_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_int16_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_int16_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_Fit(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pHandle, /*in*/ int16_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_FitBuffer(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pHandle, /*in*/ int16_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_int16_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_int16_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_int16_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_int16_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_int16_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int16_t_Transform(/*in*/ RobustScalarFeaturizer_int16_t_TransformerHandle *pHandle, /*in*/ int16_t input, /*out*/ float * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <uint8_t> */
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struct RobustScalarFeaturizer_uint8_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_uint8_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_Fit(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pHandle, /*in*/ uint8_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_FitBuffer(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pHandle, /*in*/ uint8_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_uint8_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_uint8_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_uint8_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_uint8_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_uint8_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint8_t_Transform(/*in*/ RobustScalarFeaturizer_uint8_t_TransformerHandle *pHandle, /*in*/ uint8_t input, /*out*/ float * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <uint16_t> */
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struct RobustScalarFeaturizer_uint16_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_uint16_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_Fit(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pHandle, /*in*/ uint16_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_FitBuffer(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pHandle, /*in*/ uint16_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_uint16_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_uint16_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_uint16_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_uint16_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_uint16_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint16_t_Transform(/*in*/ RobustScalarFeaturizer_uint16_t_TransformerHandle *pHandle, /*in*/ uint16_t input, /*out*/ float * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <float_t> */
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struct RobustScalarFeaturizer_float_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_float_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_float_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_Fit(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pHandle, /*in*/ float input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_FitBuffer(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pHandle, /*in*/ float const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_float_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_float_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_float_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_float_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_float_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_float_t_Transform(/*in*/ RobustScalarFeaturizer_float_t_TransformerHandle *pHandle, /*in*/ float input, /*out*/ float * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <int32_t> */
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struct RobustScalarFeaturizer_int32_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_int32_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_int32_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_Fit(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pHandle, /*in*/ int32_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_FitBuffer(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pHandle, /*in*/ int32_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_int32_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_int32_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_int32_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_int32_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_int32_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int32_t_Transform(/*in*/ RobustScalarFeaturizer_int32_t_TransformerHandle *pHandle, /*in*/ int32_t input, /*out*/ double * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* ---------------------------------------------------------------------- */
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/* | RobustScalarFeaturizer <int64_t> */
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struct RobustScalarFeaturizer_int64_t_EstimatorHandle {};
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struct RobustScalarFeaturizer_int64_t_TransformerHandle {};
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/* Training Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_int64_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_Fit(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pHandle, /*in*/ int64_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_FitBuffer(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pHandle, /*in*/ int64_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
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/* Inference Methods */
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_int64_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_int64_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_int64_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_int64_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
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FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_int64_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_int64_t_Transform(/*in*/ RobustScalarFeaturizer_int64_t_TransformerHandle *pHandle, /*in*/ int64_t input, /*out*/ double * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* ---------------------------------------------------------------------- */
|
||||
/* | RobustScalarFeaturizer <uint32_t> */
|
||||
struct RobustScalarFeaturizer_uint32_t_EstimatorHandle {};
|
||||
struct RobustScalarFeaturizer_uint32_t_TransformerHandle {};
|
||||
|
||||
/* Training Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_Fit(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pHandle, /*in*/ uint32_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_FitBuffer(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pHandle, /*in*/ uint32_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* Inference Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_uint32_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_uint32_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_uint32_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_uint32_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_uint32_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint32_t_Transform(/*in*/ RobustScalarFeaturizer_uint32_t_TransformerHandle *pHandle, /*in*/ uint32_t input, /*out*/ double * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* ---------------------------------------------------------------------- */
|
||||
/* | RobustScalarFeaturizer <uint64_t> */
|
||||
struct RobustScalarFeaturizer_uint64_t_EstimatorHandle {};
|
||||
struct RobustScalarFeaturizer_uint64_t_TransformerHandle {};
|
||||
|
||||
/* Training Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_Fit(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pHandle, /*in*/ uint64_t input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_FitBuffer(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pHandle, /*in*/ uint64_t const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* Inference Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_uint64_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_uint64_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_uint64_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_uint64_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_uint64_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_uint64_t_Transform(/*in*/ RobustScalarFeaturizer_uint64_t_TransformerHandle *pHandle, /*in*/ uint64_t input, /*out*/ double * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* ---------------------------------------------------------------------- */
|
||||
/* | RobustScalarFeaturizer <double_t> */
|
||||
struct RobustScalarFeaturizer_double_t_EstimatorHandle {};
|
||||
struct RobustScalarFeaturizer_double_t_TransformerHandle {};
|
||||
|
||||
/* Training Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_CreateEstimator(/*out*/ RobustScalarFeaturizer_double_t_EstimatorHandle **ppHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_DestroyEstimator(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_IsTrainingComplete(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pHandle, /*out*/ bool *pIsTrainingComplete, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_Fit(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pHandle, /*in*/ double input, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_FitBuffer(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pHandle, /*in*/ double const * input_ptr, /*in*/ std::size_t input_items, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_CompleteTraining(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pHandle, /*out*/ FitResult *pFitResult, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
/* Inference Methods */
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_CreateTransformerFromEstimator(/*in*/ RobustScalarFeaturizer_double_t_EstimatorHandle *pEstimatorHandle, /*out*/ RobustScalarFeaturizer_double_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_CreateTransformerFromSavedData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ RobustScalarFeaturizer_double_t_TransformerHandle **ppTransformerHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_DestroyTransformer(/*in*/ RobustScalarFeaturizer_double_t_TransformerHandle *pHandle, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_CreateTransformerSaveData(/*in*/ RobustScalarFeaturizer_double_t_TransformerHandle *pHandle, /*out*/ unsigned char const **ppBuffer, /*out*/ std::size_t *pBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_DestroyTransformerSaveData(/*in*/ unsigned char const *pBuffer, /*in*/ std::size_t cBufferSize, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
FEATURIZER_LIBRARY_API bool RobustScalarFeaturizer_double_t_Transform(/*in*/ RobustScalarFeaturizer_double_t_TransformerHandle *pHandle, /*in*/ double input, /*out*/ double * output, /*out*/ ErrorInfoHandle **ppErrorInfo);
|
||||
|
||||
} // extern "C"
|
||||
Разница между файлами не показана из-за своего большого размера
Загрузить разницу
|
|
@ -14,12 +14,13 @@
|
|||
<name string>
|
||||
<is_optional bool default="false" ?>
|
||||
|
||||
<template ?>:
|
||||
<templates *>:
|
||||
[name string]
|
||||
<types string +>
|
||||
|
||||
<input_type string>
|
||||
<is_input_optional bool default=false ?>
|
||||
|
||||
<transformed_type string>
|
||||
<is_output_optional bool default=false ?>
|
||||
<transformed_type_mappings +>:
|
||||
<input_type string>
|
||||
<is_input_optional bool default=false ?>
|
||||
|
||||
<transformed_type string>
|
||||
<is_output_optional bool default=false ?>
|
||||
|
|
|
|||
|
|
@ -3,33 +3,43 @@
|
|||
"name": "CatImputerFeaturizer",
|
||||
"estimator_name": "CatImputerEstimator",
|
||||
"num_output_columns": 1,
|
||||
"template": {
|
||||
"name": "T",
|
||||
"types": [
|
||||
"std::int8_t",
|
||||
"std::int16_t",
|
||||
"std::int32_t",
|
||||
"std::int64_t",
|
||||
"std::uint8_t",
|
||||
"std::uint16_t",
|
||||
"std::uint32_t",
|
||||
"std::uint64_t",
|
||||
"std::float_t",
|
||||
"std::double_t",
|
||||
"bool",
|
||||
"std::string"
|
||||
]
|
||||
},
|
||||
"input_type": "T",
|
||||
"is_input_optional": true,
|
||||
"transformed_type": "T"
|
||||
"templates": [
|
||||
{
|
||||
"name": "T",
|
||||
"types": [
|
||||
"std::int8_t",
|
||||
"std::int16_t",
|
||||
"std::int32_t",
|
||||
"std::int64_t",
|
||||
"std::uint8_t",
|
||||
"std::uint16_t",
|
||||
"std::uint32_t",
|
||||
"std::uint64_t",
|
||||
"std::float_t",
|
||||
"std::double_t",
|
||||
"bool",
|
||||
"std::string"
|
||||
]
|
||||
}
|
||||
],
|
||||
"transformed_type_mappings": [
|
||||
{
|
||||
"input_type": "T",
|
||||
"is_input_optional": true,
|
||||
"transformed_type": "T"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "DateTimeFeaturizer",
|
||||
"estimator_name": "DateTimeEstimator",
|
||||
"num_output_columns": 21,
|
||||
"input_type": "std::int64_t",
|
||||
"transformed_type": "TimePoint",
|
||||
"transformed_type_mappings": [
|
||||
{
|
||||
"input_type": "std::int64_t",
|
||||
"transformed_type": "TimePoint"
|
||||
}
|
||||
],
|
||||
"configuration_params": [
|
||||
{
|
||||
"type": "std::string",
|
||||
|
|
@ -138,24 +148,67 @@
|
|||
"name": "StringFeaturizer",
|
||||
"estimator_name": "StringEstimator",
|
||||
"num_output_columns": 1,
|
||||
"template": {
|
||||
"name": "T",
|
||||
"types": [
|
||||
"std::int8_t",
|
||||
"std::int16_t",
|
||||
"std::int32_t",
|
||||
"std::int64_t",
|
||||
"std::uint8_t",
|
||||
"std::uint16_t",
|
||||
"std::uint32_t",
|
||||
"std::uint64_t",
|
||||
"std::float_t",
|
||||
"std::double_t",
|
||||
"bool",
|
||||
"std::string"
|
||||
]
|
||||
},
|
||||
"input_type": "T",
|
||||
"transformed_type": "std::string"
|
||||
"templates": [
|
||||
{
|
||||
"name": "T",
|
||||
"types": [
|
||||
"std::int8_t",
|
||||
"std::int16_t",
|
||||
"std::int32_t",
|
||||
"std::int64_t",
|
||||
"std::uint8_t",
|
||||
"std::uint16_t",
|
||||
"std::uint32_t",
|
||||
"std::uint64_t",
|
||||
"std::float_t",
|
||||
"std::double_t",
|
||||
"bool",
|
||||
"std::string"
|
||||
]
|
||||
}
|
||||
],
|
||||
"transformed_type_mappings": [
|
||||
{
|
||||
"input_type": "T",
|
||||
"transformed_type": "std::string"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "RobustScalarFeaturizer",
|
||||
"estimator_name": "RobustScalarFeaturizer",
|
||||
"num_output_columns": 1,
|
||||
"templates": [
|
||||
{
|
||||
"name": "TInputFloat",
|
||||
"types": [
|
||||
"std::int8_t",
|
||||
"std::int16_t",
|
||||
"std::uint8_t",
|
||||
"std::uint16_t",
|
||||
"std::float_t"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "TInputDouble",
|
||||
"types": [
|
||||
"std::int32_t",
|
||||
"std::int64_t",
|
||||
"std::uint32_t",
|
||||
"std::uint64_t",
|
||||
"std::double_t"
|
||||
]
|
||||
}
|
||||
],
|
||||
"transformed_type_mappings": [
|
||||
{
|
||||
"input_type": "TInputFloat",
|
||||
"transformed_type": "std::float_t"
|
||||
},
|
||||
{
|
||||
"input_type": "TInputDouble",
|
||||
"transformed_type": "std::double_t"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
|
|
|
|||
Различия файлов скрыты, потому что одна или несколько строк слишком длинны
|
|
@ -5,7 +5,7 @@
|
|||
# | future invocations of the generator!
|
||||
# |
|
||||
# | Generated by: <SimpleSchemaGenerator>/Plugins/Impl/PythonSerializationImpl.py
|
||||
# | Generated on: 2019-08-27 09:07:48.630260
|
||||
# | Generated on: 2019-10-03 14:10:56.707988
|
||||
# |
|
||||
# --------------------------------------------------------------------------------
|
||||
import copy
|
||||
|
|
@ -148,13 +148,14 @@ def Deserialize_featurizers(
|
|||
# | Type Infos
|
||||
# |
|
||||
# ----------------------------------------------------------------------
|
||||
featurizers_TypeInfo = ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "estimator_name", StringTypeInfo(min_length=1) ), ( "num_output_columns", FloatTypeInfo(min=1.0) ), ( "custom_structs", ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "members", ClassTypeInfo(OrderedDict([ ( "type", StringTypeInfo(min_length=1) ), ( "name", StringTypeInfo(min_length=1) ) ]), require_exact_match=True, arity=Arity.FromString('+')) ) ]), require_exact_match=True, arity=Arity.FromString('*')) ), ( "configuration_params", ClassTypeInfo(OrderedDict([ ( "type", StringTypeInfo(min_length=1) ), ( "name", StringTypeInfo(min_length=1) ), ( "is_optional", BoolTypeInfo(arity=Arity.FromString('?')) ) ]), require_exact_match=True, arity=Arity.FromString('*')) ), ( "template", ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "types", StringTypeInfo(min_length=1, arity=Arity.FromString('+')) ) ]), require_exact_match=True, arity=Arity.FromString('?')) ), ( "input_type", StringTypeInfo(min_length=1) ), ( "is_input_optional", BoolTypeInfo(arity=Arity.FromString('?')) ), ( "transformed_type", StringTypeInfo(min_length=1) ), ( "is_output_optional", BoolTypeInfo(arity=Arity.FromString('?')) ) ]), require_exact_match=True, arity=Arity.FromString('+'))
|
||||
featurizers_TypeInfo = ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "estimator_name", StringTypeInfo(min_length=1) ), ( "num_output_columns", FloatTypeInfo(min=1.0) ), ( "custom_structs", ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "members", ClassTypeInfo(OrderedDict([ ( "type", StringTypeInfo(min_length=1) ), ( "name", StringTypeInfo(min_length=1) ) ]), require_exact_match=True, arity=Arity.FromString('+')) ) ]), require_exact_match=True, arity=Arity.FromString('*')) ), ( "configuration_params", ClassTypeInfo(OrderedDict([ ( "type", StringTypeInfo(min_length=1) ), ( "name", StringTypeInfo(min_length=1) ), ( "is_optional", BoolTypeInfo(arity=Arity.FromString('?')) ) ]), require_exact_match=True, arity=Arity.FromString('*')) ), ( "templates", ClassTypeInfo(OrderedDict([ ( "name", StringTypeInfo(min_length=1) ), ( "types", StringTypeInfo(min_length=1, arity=Arity.FromString('+')) ) ]), require_exact_match=True, arity=Arity.FromString('*')) ), ( "transformed_type_mappings", ClassTypeInfo(OrderedDict([ ( "input_type", StringTypeInfo(min_length=1) ), ( "is_input_optional", BoolTypeInfo(arity=Arity.FromString('?')) ), ( "transformed_type", StringTypeInfo(min_length=1) ), ( "is_output_optional", BoolTypeInfo(arity=Arity.FromString('?')) ) ]), require_exact_match=True, arity=Arity.FromString('+')) ) ]), require_exact_match=True, arity=Arity.FromString('+'))
|
||||
|
||||
_featurizers_TypeInfo_Contents = OrderedDict([("name", GenericTypeInfo()), ("estimator_name", GenericTypeInfo()), ("num_output_columns", GenericTypeInfo()), ("custom_structs", GenericTypeInfo(arity=Arity.FromString('*'))), ("configuration_params", GenericTypeInfo(arity=Arity.FromString('*'))), ("template", GenericTypeInfo(arity=Arity.FromString('?'))), ("input_type", GenericTypeInfo()), ("is_input_optional", GenericTypeInfo(arity=Arity.FromString('?'))), ("transformed_type", GenericTypeInfo()), ("is_output_optional", GenericTypeInfo(arity=Arity.FromString('?')))])
|
||||
_featurizers_TypeInfo_Contents = OrderedDict([("name", GenericTypeInfo()), ("estimator_name", GenericTypeInfo()), ("num_output_columns", GenericTypeInfo()), ("custom_structs", GenericTypeInfo(arity=Arity.FromString('*'))), ("configuration_params", GenericTypeInfo(arity=Arity.FromString('*'))), ("templates", GenericTypeInfo(arity=Arity.FromString('*'))), ("transformed_type_mappings", GenericTypeInfo(arity=Arity.FromString('+')))])
|
||||
_featurizers_custom_structs_TypeInfo_Contents = OrderedDict([("name", GenericTypeInfo()), ("members", GenericTypeInfo(arity=Arity.FromString('+')))])
|
||||
_featurizers_custom_structs_members_TypeInfo_Contents = OrderedDict([("type", GenericTypeInfo()), ("name", GenericTypeInfo())])
|
||||
_featurizers_configuration_params_TypeInfo_Contents = OrderedDict([("type", GenericTypeInfo()), ("name", GenericTypeInfo()), ("is_optional", GenericTypeInfo(arity=Arity.FromString('?')))])
|
||||
_featurizers_template_TypeInfo_Contents = OrderedDict([("name", GenericTypeInfo()), ("types", GenericTypeInfo(arity=Arity.FromString('+')))])
|
||||
_featurizers_templates_TypeInfo_Contents = OrderedDict([("name", GenericTypeInfo()), ("types", GenericTypeInfo(arity=Arity.FromString('+')))])
|
||||
_featurizers_transformed_type_mappings_TypeInfo_Contents = OrderedDict([("input_type", GenericTypeInfo()), ("is_input_optional", GenericTypeInfo(arity=Arity.FromString('?'))), ("transformed_type", GenericTypeInfo()), ("is_output_optional", GenericTypeInfo(arity=Arity.FromString('?')))])
|
||||
|
||||
_featurizers_TypeInfo = AnyOfTypeInfo([ClassTypeInfo(_featurizers_TypeInfo_Contents, require_exact_match=False), DictTypeInfo(_featurizers_TypeInfo_Contents, require_exact_match=False)], arity=Arity.FromString('+'))
|
||||
_featurizers_name_TypeInfo = StringTypeInfo(min_length=1)
|
||||
|
|
@ -169,13 +170,14 @@ _featurizers_configuration_params_TypeInfo = An
|
|||
_featurizers_configuration_params_type_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_configuration_params_name_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_configuration_params_is_optional_TypeInfo = BoolTypeInfo(arity=Arity.FromString('?'))
|
||||
_featurizers_template_TypeInfo = AnyOfTypeInfo([ClassTypeInfo(_featurizers_template_TypeInfo_Contents, require_exact_match=False), DictTypeInfo(_featurizers_template_TypeInfo_Contents, require_exact_match=False)], arity=Arity.FromString('?'))
|
||||
_featurizers_template_name_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_template_types_TypeInfo = StringTypeInfo(min_length=1, arity=Arity.FromString('+'))
|
||||
_featurizers_input_type_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_is_input_optional_TypeInfo = BoolTypeInfo(arity=Arity.FromString('?'))
|
||||
_featurizers_transformed_type_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_is_output_optional_TypeInfo = BoolTypeInfo(arity=Arity.FromString('?'))
|
||||
_featurizers_templates_TypeInfo = AnyOfTypeInfo([ClassTypeInfo(_featurizers_templates_TypeInfo_Contents, require_exact_match=False), DictTypeInfo(_featurizers_templates_TypeInfo_Contents, require_exact_match=False)], arity=Arity.FromString('*'))
|
||||
_featurizers_templates_name_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_templates_types_TypeInfo = StringTypeInfo(min_length=1, arity=Arity.FromString('+'))
|
||||
_featurizers_transformed_type_mappings_TypeInfo = AnyOfTypeInfo([ClassTypeInfo(_featurizers_transformed_type_mappings_TypeInfo_Contents, require_exact_match=False), DictTypeInfo(_featurizers_transformed_type_mappings_TypeInfo_Contents, require_exact_match=False)], arity=Arity.FromString('+'))
|
||||
_featurizers_transformed_type_mappings_input_type_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_transformed_type_mappings_is_input_optional_TypeInfo = BoolTypeInfo(arity=Arity.FromString('?'))
|
||||
_featurizers_transformed_type_mappings_transformed_type_TypeInfo = StringTypeInfo(min_length=1)
|
||||
_featurizers_transformed_type_mappings_is_output_optional_TypeInfo = BoolTypeInfo(arity=Arity.FromString('?'))
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
# |
|
||||
|
|
@ -379,98 +381,123 @@ class Deserializer(object):
|
|||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_template(cls, item, always_include_optional, process_additional_data):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_template_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_template_Item(item, always_include_optional, process_additional_data)
|
||||
|
||||
_featurizers_template_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_template_name(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_template_name_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_template_name_Item(item)
|
||||
|
||||
_featurizers_template_name_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_template_types(cls, items):
|
||||
def featurizers_templates(cls, items, always_include_optional, process_additional_data):
|
||||
if items in [DoesNotExist, None, []]:
|
||||
_featurizers_template_types_TypeInfo.ValidateArity(None)
|
||||
_featurizers_templates_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
results = []
|
||||
|
||||
for this_index, this_item in enumerate(items or []):
|
||||
try:
|
||||
results.append(cls._featurizers_template_types_Item(this_item))
|
||||
results.append(cls._featurizers_templates_Item(this_item, always_include_optional, process_additional_data))
|
||||
except:
|
||||
_DecorateActiveException("Index {}".format(this_index))
|
||||
|
||||
_featurizers_template_types_TypeInfo.ValidateArity(results)
|
||||
_featurizers_templates_TypeInfo.ValidateArity(results)
|
||||
|
||||
return results
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_input_type(cls, item):
|
||||
def featurizers_templates_name(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_input_type_TypeInfo.ValidateArity(None)
|
||||
_featurizers_templates_name_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_input_type_Item(item)
|
||||
result = cls._featurizers_templates_name_Item(item)
|
||||
|
||||
_featurizers_input_type_TypeInfo.ValidateArity(result)
|
||||
_featurizers_templates_name_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_is_input_optional(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_is_input_optional_TypeInfo.ValidateArity(None)
|
||||
def featurizers_templates_types(cls, items):
|
||||
if items in [DoesNotExist, None, []]:
|
||||
_featurizers_templates_types_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_is_input_optional_Item(item)
|
||||
results = []
|
||||
|
||||
_featurizers_is_input_optional_TypeInfo.ValidateArity(result)
|
||||
for this_index, this_item in enumerate(items or []):
|
||||
try:
|
||||
results.append(cls._featurizers_templates_types_Item(this_item))
|
||||
except:
|
||||
_DecorateActiveException("Index {}".format(this_index))
|
||||
|
||||
_featurizers_templates_types_TypeInfo.ValidateArity(results)
|
||||
|
||||
return results
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_transformed_type_mappings(cls, items, always_include_optional, process_additional_data):
|
||||
if items in [DoesNotExist, None, []]:
|
||||
_featurizers_transformed_type_mappings_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
results = []
|
||||
|
||||
for this_index, this_item in enumerate(items or []):
|
||||
try:
|
||||
results.append(cls._featurizers_transformed_type_mappings_Item(this_item, always_include_optional, process_additional_data))
|
||||
except:
|
||||
_DecorateActiveException("Index {}".format(this_index))
|
||||
|
||||
_featurizers_transformed_type_mappings_TypeInfo.ValidateArity(results)
|
||||
|
||||
return results
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_transformed_type_mappings_input_type(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_transformed_type_mappings_input_type_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_transformed_type_mappings_input_type_Item(item)
|
||||
|
||||
_featurizers_transformed_type_mappings_input_type_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_transformed_type(cls, item):
|
||||
def featurizers_transformed_type_mappings_is_input_optional(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_transformed_type_TypeInfo.ValidateArity(None)
|
||||
_featurizers_transformed_type_mappings_is_input_optional_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_transformed_type_Item(item)
|
||||
result = cls._featurizers_transformed_type_mappings_is_input_optional_Item(item)
|
||||
|
||||
_featurizers_transformed_type_TypeInfo.ValidateArity(result)
|
||||
_featurizers_transformed_type_mappings_is_input_optional_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_is_output_optional(cls, item):
|
||||
def featurizers_transformed_type_mappings_transformed_type(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_is_output_optional_TypeInfo.ValidateArity(None)
|
||||
_featurizers_transformed_type_mappings_transformed_type_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_is_output_optional_Item(item)
|
||||
result = cls._featurizers_transformed_type_mappings_transformed_type_Item(item)
|
||||
|
||||
_featurizers_is_output_optional_TypeInfo.ValidateArity(result)
|
||||
_featurizers_transformed_type_mappings_transformed_type_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def featurizers_transformed_type_mappings_is_output_optional(cls, item):
|
||||
if item in [DoesNotExist, None]:
|
||||
_featurizers_transformed_type_mappings_is_output_optional_TypeInfo.ValidateArity(None)
|
||||
return DoesNotExist
|
||||
|
||||
result = cls._featurizers_transformed_type_mappings_is_output_optional_Item(item)
|
||||
|
||||
_featurizers_transformed_type_mappings_is_output_optional_TypeInfo.ValidateArity(result)
|
||||
|
||||
return result
|
||||
|
||||
|
|
@ -533,56 +560,34 @@ class Deserializer(object):
|
|||
except:
|
||||
_DecorateActiveException("configuration_params")
|
||||
|
||||
# template
|
||||
# templates
|
||||
try:
|
||||
cls._ApplyOptionalChild(item, "template", result, lambda value: cls.featurizers_template(value, always_include_optional, process_additional_data), always_include_optional)
|
||||
cls._ApplyOptionalChildren(item, "templates", result, lambda value: cls.featurizers_templates(value, always_include_optional, process_additional_data), always_include_optional)
|
||||
except:
|
||||
_DecorateActiveException("template")
|
||||
_DecorateActiveException("templates")
|
||||
|
||||
# input_type
|
||||
# transformed_type_mappings
|
||||
try:
|
||||
setattr(result, "input_type", cls.featurizers_input_type(
|
||||
setattr(result, "transformed_type_mappings", cls.featurizers_transformed_type_mappings(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"input_type",
|
||||
"transformed_type_mappings",
|
||||
is_optional=False,
|
||||
),
|
||||
)
|
||||
)
|
||||
except:
|
||||
_DecorateActiveException("input_type")
|
||||
always_include_optional,
|
||||
process_additional_data
|
||||
|
||||
# is_input_optional
|
||||
try:
|
||||
cls._ApplyOptionalChild(item, "is_input_optional", result, cls.featurizers_is_input_optional, always_include_optional, default_value_func=lambda: StringSerialization.DeserializeItem(_featurizers_is_input_optional_TypeInfo, "false"))
|
||||
except:
|
||||
_DecorateActiveException("is_input_optional")
|
||||
|
||||
# transformed_type
|
||||
try:
|
||||
setattr(result, "transformed_type", cls.featurizers_transformed_type(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"transformed_type",
|
||||
is_optional=False,
|
||||
),
|
||||
)
|
||||
)
|
||||
except:
|
||||
_DecorateActiveException("transformed_type")
|
||||
|
||||
# is_output_optional
|
||||
try:
|
||||
cls._ApplyOptionalChild(item, "is_output_optional", result, cls.featurizers_is_output_optional, always_include_optional, default_value_func=lambda: StringSerialization.DeserializeItem(_featurizers_is_output_optional_TypeInfo, "false"))
|
||||
except:
|
||||
_DecorateActiveException("is_output_optional")
|
||||
_DecorateActiveException("transformed_type_mappings")
|
||||
|
||||
# Additional data
|
||||
if process_additional_data:
|
||||
cls._ApplyAdditionalData(
|
||||
item,
|
||||
result,
|
||||
exclude_names={"name", "estimator_name", "num_output_columns", "custom_structs", "configuration_params", "template", "input_type", "is_input_optional", "transformed_type", "is_output_optional"},
|
||||
exclude_names={"name", "estimator_name", "num_output_columns", "custom_structs", "configuration_params", "templates", "transformed_type_mappings"},
|
||||
)
|
||||
|
||||
_featurizers_TypeInfo.ValidateItem(
|
||||
|
|
@ -797,12 +802,12 @@ class Deserializer(object):
|
|||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_template_Item(cls, item, always_include_optional, process_additional_data):
|
||||
def _featurizers_templates_Item(cls, item, always_include_optional, process_additional_data):
|
||||
attributes = OrderedDict()
|
||||
|
||||
# name
|
||||
try:
|
||||
attributes["name"] = cls.featurizers_template_name(
|
||||
attributes["name"] = cls.featurizers_templates_name(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"name",
|
||||
|
|
@ -818,7 +823,7 @@ class Deserializer(object):
|
|||
|
||||
# types
|
||||
try:
|
||||
setattr(result, "types", cls.featurizers_template_types(
|
||||
setattr(result, "types", cls.featurizers_templates_types(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"types",
|
||||
|
|
@ -837,7 +842,7 @@ class Deserializer(object):
|
|||
exclude_names={"name", "types"},
|
||||
)
|
||||
|
||||
_featurizers_template_TypeInfo.ValidateItem(
|
||||
_featurizers_templates_TypeInfo.ValidateItem(
|
||||
result,
|
||||
recurse=False,
|
||||
require_exact_match=not process_additional_data,
|
||||
|
|
@ -847,33 +852,94 @@ class Deserializer(object):
|
|||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_template_name_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_template_name_TypeInfo, item, **{})
|
||||
def _featurizers_templates_name_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_templates_name_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_template_types_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_template_types_TypeInfo, item, **{})
|
||||
def _featurizers_templates_types_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_templates_types_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_input_type_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_input_type_TypeInfo, item, **{})
|
||||
def _featurizers_transformed_type_mappings_Item(cls, item, always_include_optional, process_additional_data):
|
||||
result = _CreatePythonObject(
|
||||
attributes=None,
|
||||
)
|
||||
|
||||
# input_type
|
||||
try:
|
||||
setattr(result, "input_type", cls.featurizers_transformed_type_mappings_input_type(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"input_type",
|
||||
is_optional=False,
|
||||
),
|
||||
)
|
||||
)
|
||||
except:
|
||||
_DecorateActiveException("input_type")
|
||||
|
||||
# is_input_optional
|
||||
try:
|
||||
cls._ApplyOptionalChild(item, "is_input_optional", result, cls.featurizers_transformed_type_mappings_is_input_optional, always_include_optional, default_value_func=lambda: StringSerialization.DeserializeItem(_featurizers_transformed_type_mappings_is_input_optional_TypeInfo, "false"))
|
||||
except:
|
||||
_DecorateActiveException("is_input_optional")
|
||||
|
||||
# transformed_type
|
||||
try:
|
||||
setattr(result, "transformed_type", cls.featurizers_transformed_type_mappings_transformed_type(
|
||||
cls._GetPythonAttribute(
|
||||
item,
|
||||
"transformed_type",
|
||||
is_optional=False,
|
||||
),
|
||||
)
|
||||
)
|
||||
except:
|
||||
_DecorateActiveException("transformed_type")
|
||||
|
||||
# is_output_optional
|
||||
try:
|
||||
cls._ApplyOptionalChild(item, "is_output_optional", result, cls.featurizers_transformed_type_mappings_is_output_optional, always_include_optional, default_value_func=lambda: StringSerialization.DeserializeItem(_featurizers_transformed_type_mappings_is_output_optional_TypeInfo, "false"))
|
||||
except:
|
||||
_DecorateActiveException("is_output_optional")
|
||||
|
||||
# Additional data
|
||||
if process_additional_data:
|
||||
cls._ApplyAdditionalData(
|
||||
item,
|
||||
result,
|
||||
exclude_names={"input_type", "is_input_optional", "transformed_type", "is_output_optional"},
|
||||
)
|
||||
|
||||
_featurizers_transformed_type_mappings_TypeInfo.ValidateItem(
|
||||
result,
|
||||
recurse=False,
|
||||
require_exact_match=not process_additional_data,
|
||||
)
|
||||
|
||||
return result
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_is_input_optional_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_is_input_optional_TypeInfo, item, **{})
|
||||
def _featurizers_transformed_type_mappings_input_type_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_transformed_type_mappings_input_type_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_transformed_type_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_transformed_type_TypeInfo, item, **{})
|
||||
def _featurizers_transformed_type_mappings_is_input_optional_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_transformed_type_mappings_is_input_optional_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_is_output_optional_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_is_output_optional_TypeInfo, item, **{})
|
||||
def _featurizers_transformed_type_mappings_transformed_type_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_transformed_type_mappings_transformed_type_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
@classmethod
|
||||
def _featurizers_transformed_type_mappings_is_output_optional_Item(cls, item):
|
||||
return JsonSerialization.DeserializeItem(_featurizers_transformed_type_mappings_is_output_optional_TypeInfo, item, **{})
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
# ----------------------------------------------------------------------
|
||||
|
|
|
|||
|
|
@ -48,8 +48,6 @@ _REPO_DATA = [
|
|||
|
||||
_ACTIVATION_REPO_CONFIGURATION = "python" # Can be None
|
||||
|
||||
raise Exception("Remove this exception when '_REPO_DATA', '_ACTIVATION_REPO_CONFIGURATION' have been updated for your environment")
|
||||
|
||||
# ----------------------------------------------------------------------
|
||||
inflect = inflect_mod.engine()
|
||||
|
||||
|
|
|
|||
|
|
@ -112,32 +112,51 @@ def EntryPoint(
|
|||
new_data = []
|
||||
|
||||
for item in data:
|
||||
if not hasattr(item, "template"):
|
||||
new_data.append([item])
|
||||
if not hasattr(item, "templates"):
|
||||
for mapping in item.transformed_type_mappings:
|
||||
new_item = copy.deepcopy(item)
|
||||
|
||||
new_item.input_type = mapping.input_type
|
||||
new_item.transformed_type = mapping.transformed_type
|
||||
new_item.is_input_optional = mapping.is_input_optional
|
||||
new_item.is_output_optional = mapping.is_output_optional
|
||||
|
||||
new_data.append([new_item])
|
||||
continue
|
||||
|
||||
regex = re.compile(r"\b{}\b".format(item.template.name))
|
||||
|
||||
new_data_items = []
|
||||
for template in item.templates:
|
||||
regex = re.compile(r"\b{}\b".format(template.name))
|
||||
|
||||
for template_type in item.template.types:
|
||||
new_item = copy.deepcopy(item)
|
||||
new_item.template = template_type
|
||||
for template_type in template.types:
|
||||
new_item = copy.deepcopy(item)
|
||||
new_item.template = template_type
|
||||
|
||||
for configuration_param in getattr(new_item, "configuration_params", []):
|
||||
configuration_param.type = regex.sub(template_type, configuration_param.type)
|
||||
# Remove the template mapping and list of templates
|
||||
del new_item.templates
|
||||
del new_item.transformed_type_mappings
|
||||
|
||||
new_item.input_type = regex.sub(template_type, new_item.input_type)
|
||||
new_item.transformed_type = regex.sub(template_type, new_item.transformed_type)
|
||||
for configuration_param in getattr(new_item, "configuration_params", []):
|
||||
configuration_param.type = regex.sub(template_type, configuration_param.type)
|
||||
|
||||
for custom_struct in getattr(new_item, "custom_structs", []):
|
||||
for member in custom_struct.members:
|
||||
member.type = regex.sub(template_type, member.type)
|
||||
for custom_struct in getattr(new_item, "custom_structs", []):
|
||||
for member in custom_struct.members:
|
||||
member.type = regex.sub(template_type, member.type)
|
||||
|
||||
new_data_items.append(new_item)
|
||||
for mapping in item.transformed_type_mappings:
|
||||
# Since we can have multiple templates this is for when a mapping doesn't use a template or not the current template
|
||||
if mapping.input_type != template.name and mapping.transformed_type != template.name:
|
||||
continue
|
||||
|
||||
new_item.input_type = regex.sub(template_type, mapping.input_type)
|
||||
new_item.transformed_type = regex.sub(template_type, mapping.transformed_type)
|
||||
new_item.is_input_optional = mapping.is_input_optional
|
||||
new_item.is_output_optional = mapping.is_output_optional
|
||||
|
||||
# This will end up copying one more time than needed, but I couldn't think of a better way for now.
|
||||
new_data_items.append(copy.deepcopy(new_item))
|
||||
|
||||
new_data.append(new_data_items)
|
||||
|
||||
|
||||
data = new_data
|
||||
|
||||
dm.stream.write("Generating content...")
|
||||
|
|
|
|||
Загрузка…
Ссылка в новой задаче