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ray.data.datasource.file_based_datasource import ( FileBasedDatasource, - _resolve_kwargs, ) from fmeval.exceptions import EvalAlgorithmInternalError diff --git a/src/fmeval/eval_algorithms/qa_accuracy.py b/src/fmeval/eval_algorithms/qa_accuracy.py index ddf41fb7..c1c856b5 100644 --- a/src/fmeval/eval_algorithms/qa_accuracy.py +++ b/src/fmeval/eval_algorithms/qa_accuracy.py @@ -33,7 +33,6 @@ require, create_shared_resource, cleanup_shared_resource, - assert_condition, ) F1_SCORE = "f1_score" diff --git a/src/fmeval/eval_algorithms/util.py b/src/fmeval/eval_algorithms/util.py index 14d8743d..3c2b1a67 100644 --- a/src/fmeval/eval_algorithms/util.py +++ b/src/fmeval/eval_algorithms/util.py @@ -12,7 +12,6 @@ from typing import Any, Dict, List, Optional, Tuple, Union from fmeval.constants import ( DatasetColumns, - EVAL_OUTPUT_RECORDS_BATCH_SIZE, MEAN, NUM_ROWS_DETERMINISTIC, DATASET_COLUMNS, @@ -23,8 +22,6 @@ CategoryScore, DATASET_CONFIGS, EVAL_DATASETS, - EvalOutput, - get_default_prompt_template, ) from fmeval.exceptions import EvalAlgorithmInternalError from fmeval.model_runners.composers.composers import PromptComposer diff --git a/test/unit/data_loaders/test_json_data_loader.py b/test/unit/data_loaders/test_json_data_loader.py index 2928ba5c..c273aced 100644 --- a/test/unit/data_loaders/test_json_data_loader.py +++ b/test/unit/data_loaders/test_json_data_loader.py @@ -8,7 +8,6 @@ from fmeval.data_loaders.json_data_loader import ( JsonDataLoader, JsonDataLoaderConfig, - CustomJSONDatasource, ) from fmeval.data_loaders.util import DataConfig from typing import Any, Dict, List, NamedTuple, Optional, Union diff --git a/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py b/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py index 40288062..2c96a03e 100644 --- a/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py +++ b/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py @@ -8,7 +8,6 @@ from fmeval.constants import ( DatasetColumns, - MIME_TYPE_JSON, BUTTER_FINGER, RANDOM_UPPER_CASE, WHITESPACE_ADD_REMOVE, @@ -16,11 +15,7 @@ ) from fmeval.eval_algorithms import ( EvalScore, - EvalOutput, CategoryScore, - BUILT_IN_DATASET_DEFAULT_PROMPT_TEMPLATES, - DEFAULT_PROMPT_TEMPLATE, - WOMENS_CLOTHING_ECOMMERCE_REVIEWS, ) from fmeval.eval_algorithms.classification_accuracy_semantic_robustness import ( ClassificationAccuracySemanticRobustnessConfig, diff --git a/test/unit/eval_algorithms/test_prompt_stereotyping.py b/test/unit/eval_algorithms/test_prompt_stereotyping.py index 10542770..aba99322 100644 --- a/test/unit/eval_algorithms/test_prompt_stereotyping.py +++ b/test/unit/eval_algorithms/test_prompt_stereotyping.py @@ -8,16 +8,11 @@ from fmeval.constants import ( DatasetColumns, - MIME_TYPE_JSON, - DEFAULT_EVAL_RESULTS_PATH, ) from fmeval.eval_algorithms import ( EvalOutput, CategoryScore, EvalScore, - EvalAlgorithm, - DEFAULT_PROMPT_TEMPLATE, - CROWS_PAIRS, ) from fmeval.eval_algorithms.prompt_stereotyping import ( PromptStereotyping, diff --git a/test/unit/eval_algorithms/test_qa_accuracy.py b/test/unit/eval_algorithms/test_qa_accuracy.py index 66f2b057..6ab0de94 100644 --- a/test/unit/eval_algorithms/test_qa_accuracy.py +++ b/test/unit/eval_algorithms/test_qa_accuracy.py @@ -18,11 +18,6 @@ EvalOutput, CategoryScore, EvalScore, - BUILT_IN_DATASET_DEFAULT_PROMPT_TEMPLATES, - TRIVIA_QA, - BOOLQ, - NATURAL_QUESTIONS, - DEFAULT_PROMPT_TEMPLATE, ) from fmeval.eval_algorithms.helper_models.helper_model import BertscoreHelperModel from fmeval.eval_algorithms.qa_accuracy import ( @@ -41,8 +36,6 @@ _split, _quasi_exact_match_score, SCORE_NAMES, - SplitWithDelimiter, - BertScore, ) from fmeval.exceptions import EvalAlgorithmClientError diff --git a/test/unit/eval_algorithms/test_qa_toxicity.py b/test/unit/eval_algorithms/test_qa_toxicity.py index 8fa517d9..c1b6e856 100644 --- a/test/unit/eval_algorithms/test_qa_toxicity.py +++ b/test/unit/eval_algorithms/test_qa_toxicity.py @@ -7,17 +7,9 @@ from fmeval.constants import ( DatasetColumns, - MIME_TYPE_JSON, ) from fmeval.eval_algorithms import ( EvalScore, - EvalOutput, - CategoryScore, - NATURAL_QUESTIONS, - BUILT_IN_DATASET_DEFAULT_PROMPT_TEMPLATES, - TRIVIA_QA, - BOOLQ, - DEFAULT_PROMPT_TEMPLATE, ) from fmeval.eval_algorithms.helper_models.helper_model import ( TOXIGEN_SCORE_NAME, diff --git a/test/unit/eval_algorithms/test_toxicity.py b/test/unit/eval_algorithms/test_toxicity.py index 5143bb07..63ff50f0 100644 --- a/test/unit/eval_algorithms/test_toxicity.py +++ b/test/unit/eval_algorithms/test_toxicity.py @@ -10,7 +10,6 @@ from fmeval.constants import ( DatasetColumns, - MIME_TYPE_JSON, MEAN, ) from fmeval.data_loaders.data_config import DataConfig diff --git a/test/unit/eval_algorithms/test_util.py b/test/unit/eval_algorithms/test_util.py index 1e4836d7..556aca12 100644 --- a/test/unit/eval_algorithms/test_util.py +++ b/test/unit/eval_algorithms/test_util.py @@ -22,7 +22,6 @@ from fmeval.eval_algorithms import ( EvalAlgorithm, DATASET_CONFIGS, - EVAL_DATASETS, BOOLQ, TRIVIA_QA, NATURAL_QUESTIONS, @@ -35,7 +34,6 @@ WOMENS_CLOTHING_ECOMMERCE_REVIEWS, REAL_TOXICITY_PROMPTS, REAL_TOXICITY_PROMPTS_CHALLENGING, - EvalOutput, CategoryScore, ) from fmeval.eval_algorithms.eval_algorithm import EvalScore