| # -*- coding: utf-8 -*- | |
| # Copyright 2024 Google LLC | |
| # | |
| # 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. | |
| # | |
| """Vertex Gen AI Evaluation Service Module.""" | |
| from vertexai.evaluation import _base | |
| from vertexai.evaluation import eval_task | |
| from vertexai.evaluation import metrics | |
| from vertexai.evaluation import prompt_template | |
| EvalResult = _base.EvalResult | |
| EvalTask = eval_task.EvalTask | |
| PairwiseMetric = metrics.PairwiseMetric | |
| PointwiseMetric = metrics.PointwiseMetric | |
| CustomMetric = metrics.CustomMetric | |
| Rouge = metrics.Rouge | |
| PromptTemplate = prompt_template.PromptTemplate | |
| PairwiseMetricPromptTemplate = metrics.PairwiseMetricPromptTemplate | |
| PointwiseMetricPromptTemplate = metrics.PointwiseMetricPromptTemplate | |
| MetricPromptTemplateExamples = metrics.MetricPromptTemplateExamples | |
| __all__ = [ | |
| "EvalTask", | |
| "EvalResult", | |
| "PairwiseMetric", | |
| "PointwiseMetric", | |
| "CustomMetric", | |
| "Rouge", | |
| "PromptTemplate", | |
| "PairwiseMetricPromptTemplate", | |
| "PointwiseMetricPromptTemplate", | |
| "MetricPromptTemplateExamples", | |
| ] | |