HuggingFaceServerless.h File Reference

Implementation of a Hugging Face serverless API integration for machine learning tasks. More...

#include <cpr/cpr.h>
#include <json/json.h>
#include <nlohmann/json.hpp>
#include <Eigen/Dense>
#include <cmath>
#include <iostream>
#include "BaseFunction.h"
#include "velox/exec/tests/utils/AssertQueryBuilder.h"
#include "velox/exec/tests/utils/PlanBuilder.h"
#include "velox/exec/tests/utils/TempDirectoryPath.h"
#include "velox/ml_functions/UtilFunction.h"
#include "velox/vector/tests/utils/VectorTestBase.h"

Go to the source code of this file.

Classes
class	HuggingFaceServerless
	Implements a machine learning function that interacts with Hugging Face's serverless API. More...

Enumerations
enum	HuggingFaceTaskType { TEXT_CLASSIFICATION , IMAGE_CLASSIFICATION , REGRESSION , TEXT_FEATURE_EXTRACTION }
	Enumeration of supported Hugging Face task types. More...

Detailed Description

Implementation of a Hugging Face serverless API integration for machine learning tasks.

Copyright

Copyright (c) 2025 ASU Cactus Lab. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Enumeration Type Documentation

HuggingFaceTaskType

enum HuggingFaceTaskType

Enumeration of supported Hugging Face task types.

Enumerator
TEXT_CLASSIFICATION	Text classification task.
IMAGE_CLASSIFICATION	Image classification task.
REGRESSION	Regression task.
TEXT_FEATURE_EXTRACTION	Text feature extraction task.