repo_id string | cross_repo_split string | commit_index int32 | commit_sha string | in_repo_split string | test_file string | file_split string | split_group string | lineno int32 | col_offset int32 | assertion_type string | test_function string | prefix large_string | target string | assertion_event_type string | assertion_event_id string | assertion_anchor large_string | old_target string | old_lineno int32 | old_col_offset int32 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
webis-de/small-text | train | 134 | 4470d2b5894c50296fa4bde9c90f5f855665e732 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 302 | 13 | self.assertRaises | test_fit_with_differentiable_head | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | NotImplementedError) | modified | d35c383bcd9b4fd230a4374434509cb4bbafcbb6784a78c5f1da66e379afdcc3 | self.assertRaises|test_fit_with_differentiable_head|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.trans... | NotImplementedError) | 302 | 13 |
webis-de/small-text | train | 135 | 3bdefe5b3dd3e2a8300ce5d4b83d79a605410e41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 157 | 13 | self.assertRaises | test_embed | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | NotImplementedError) | modified | e490a187e916e4051b2cbc0b306a71a630add359049de52752539a52c4fb8060 | self.assertRaises|test_embed|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exception... | NotImplementedError) | 157 | 13 |
webis-de/small-text | train | 135 | 3bdefe5b3dd3e2a8300ce5d4b83d79a605410e41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 176 | 13 | self.assertRaisesRegex | test_fit_with_misplaced_max_length_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | ValueError, 'Invalid keyword argument in setfit_train_kwargs') | modified | 9b8e1c86ba916ce7a1f5dff3236d078bc7951b03a361836bfaaef83b860107a6 | self.assertRaisesRegex|test_fit_with_misplaced_max_length_kwargs|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small... | ValueError, 'Invalid keyword argument in setfit_train_kwargs') | 176 | 13 |
webis-de/small-text | train | 135 | 3bdefe5b3dd3e2a8300ce5d4b83d79a605410e41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 209 | 12 | self.assertTrue | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | np.logical_or(y_pred.all() >= 0, y_pred.all() <= 3)) | modified | 8dd1101e6137389b7bf8589c3c7ec18899561741a933c6d25491873d3ec847e4 | self.assertTrue|test_fit_and_predict|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.e... | np.logical_or(y_pred.all() >= 0, y_pred.all() <= 3)) | 209 | 12 |
webis-de/small-text | train | 135 | 3bdefe5b3dd3e2a8300ce5d4b83d79a605410e41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 280 | 12 | self.assertEqual | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | train_mock.call_count) | modified | b2d47b28da350647c07486097a9d76fc9aa7e2bc3761f52fcb3a7ad645fe2c23 | self.assertEqual|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integra... | train_mock.call_count) | 280 | 12 |
webis-de/small-text | train | 136 | 9d18a9d16a3187bc773ca62df0122a56f5f6c05e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 63 | 8 | self.assertEqual | test_embed | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | embeddings.shape[1]) | modified | 34d6de13936df422833f4f9a6c1b7df52f11a7d998700fe398dc8069553fe810 | self.assertEqual|test_embed|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNo... | embeddings.shape[1]) | 64 | 8 |
webis-de/small-text | train | 136 | 9d18a9d16a3187bc773ca62df0122a56f5f6c05e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 160 | 13 | self.assertRaises | test_embed_with_proba | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | NotImplementedError) | modified | 65eacf5be1247b0a8d375c46d00808c102cbf590d8bf9550630d602b10fa3623 | self.assertRaises|test_embed_with_proba|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions impo... | NotImplementedError) | 161 | 13 |
webis-de/small-text | train | 136 | 9d18a9d16a3187bc773ca62df0122a56f5f6c05e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 275 | 12 | self.assertEqual | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | setfit_trainer_mock.call_count) | modified | 75894170505e1a187243ce6163cbf165034a068ac3c918b8470faf9c30328a35 | self.assertEqual|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exc... | setfit_trainer_mock.call_count) | 276 | 12 |
webis-de/small-text | train | 136 | 9d18a9d16a3187bc773ca62df0122a56f5f6c05e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 339 | 13 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | NotImplementedError) | modified | 7f76c1f42966f5e96547ec8b541540b4c14d21aa61753bb74fe50f8282ec7ad1 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions impo... | NotImplementedError) | 340 | 13 |
webis-de/small-text | train | 137 | c4e97b6f193ca3908ca3905c6036151f73a08686 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 44 | 8 | self.assertEqual | test_from_str | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | ClassificationType.from_str('single-label')) | added | bc6a8aea8aeaa4db0d4c8349604e38774981a4bf0f40bfac1cd7a9dd3b8fab6e | self.assertEqual|test_from_str|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, constraints from small_text.query_strategies.strategies import RandomSampling f... | null | null | null |
webis-de/small-text | train | 137 | c4e97b6f193ca3908ca3905c6036151f73a08686 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 71 | 13 | self.assertRaisesRegex | test_with_invalid_single_label_constraint | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | RuntimeError, 'Invalid configuration: This query strategy requires') | added | c2b305b6bebb707f3fcf7860baa04391b89c39d89089842d2376bd9e8c359393 | self.assertRaisesRegex|test_with_invalid_single_label_constraint|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, constraints from small_text.query_strategies.... | null | null | null |
webis-de/small-text | train | 137 | c4e97b6f193ca3908ca3905c6036151f73a08686 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 78 | 13 | self.assertRaisesRegex | test_with_invalid_single_label_constraint_string_kwarg | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | RuntimeError, 'Invalid configuration: This query strategy requires') | added | dc46ccee0760e776704cd80da33d1de0c091588d9aa7bc5280e752a0b835dc90 | self.assertRaisesRegex|test_with_invalid_single_label_constraint_string_kwarg|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, constraints from small_text.quer... | null | null | null |
webis-de/small-text | train | 137 | c4e97b6f193ca3908ca3905c6036151f73a08686 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 93 | 13 | self.assertRaisesRegex | test_with_invalid_multi_label_constraint | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | RuntimeError, 'Invalid configuration: This query strategy requires ') | added | ae18f1e0d45c03d4304b891dd44832403cc2bb440d6d26e6aaaefc5518087a73 | self.assertRaisesRegex|test_with_invalid_multi_label_constraint|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, constraints from small_text.query_strategies.s... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 240 | 12 | self.assertTrue | test_fit_and_predict_proba_dropout | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | clf.model.model_body.training) | added | 88a459f3a7a8339f474e2121873f2102f6d9a767840144076f9ad58b4b2c9475 | self.assertTrue|test_fit_and_predict_proba_dropout|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exce... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 283 | 12 | self.assertEqual | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | to_spy.call_args_list[0].args[0]) | added | 221b0fa1bd73a96512eeecfa3adbde863fcc41ea8a10e16b237ab940a89e2962 | self.assertEqual|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions impor... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 325 | 12 | self.assertEqual | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | train_mock.call_args_list[0].kwargs['max_length']) | added | 07a2d7a59bcfd6bfd3a701bff997f7fb5a8c88c166326c67e03c20e53dfc4310 | self.assertEqual|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exc... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 348 | 13 | self.assertRaises | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.u... | NotImplementedError) | added | db6fdadd19a51cbe68aa345ce7ece52205cbaaa48cf88991c01b957f324fbeda | self.assertRaises|test_fit_and_predict|import unittest import pytest import numpy as np from unittest.mock import patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions impor... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 33 | 13 | self.assertRaisesRegex | test_init_with_invalid_threshold | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
from small_text.utils.labels import list_to_csr
from tests.utils.testing import assert_csr_matrix_equal
class ClassificationChangeTest(unittest.TestCase):
def te... | ValueError, 'Threshold must be between 0 and 1 inclusive') | modified | 6f5de3e58d14df363a2231073d678b473e4a26c0cbe54d3cb2662d5b4d3370fb | self.assertRaisesRegex|test_init_with_invalid_threshold|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange from small_text.utils.labels import list_to_csr from tests.utils.testing import assert_csr_matrix_equal class Class... | ValueError, 'Threshold must be between 0 and 1 inclusive') | 30 | 13 |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 130 | 8 | assert_* | test_stop | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
from small_text.utils.labels import list_to_csr
from tests.utils.testing import assert_csr_matrix_equal
class ClassificationChangeTest(unittest.TestCase):
def te... | stopping_criterion.last_predictions) | added | 66716d8cff14228e8f1382e6dd7bc0f841872d13ea05f4671b4b7f07d54a7108 | assert_*|test_stop|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange from small_text.utils.labels import list_to_csr from tests.utils.testing import assert_csr_matrix_equal class ClassificationChangeTest(unittest.TestCase... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 138 | 8 | self.assertFalse | test_stop_with_predictions_empty | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
from small_text.utils.labels import list_to_csr
from tests.utils.testing import assert_csr_matrix_equal
class ClassificationChangeTest(unittest.TestCase):
def te... | stopping_criterion.stop(predictions=list_to_csr([[], [], [], []], shape=(4, 2)))) | added | 7cb82877182a12c3106f0ad51df429be82b5b9f1dea7033a23522d4045ec2805 | self.assertFalse|test_stop_with_predictions_empty|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange from small_text.utils.labels import list_to_csr from tests.utils.testing import assert_csr_matrix_equal class Classificat... | null | null | null |
webis-de/small-text | train | 138 | 902ed2d3a1e0b93666721be38c14838d3eeb0ac7 | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 143 | 13 | self.assertRaises | test_stop_with_prediction_size_changing | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
from small_text.utils.labels import list_to_csr
from tests.utils.testing import assert_csr_matrix_equal
class ClassificationChangeTest(unittest.TestCase):
def te... | ValueError) | added | fc9591c3d24b621c18a4eb2a720325655d125fded83ccb5923fc65ee09f5ba12 | self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange from small_text.utils.labels import list_to_csr from tests.utils.testing import assert_csr_matrix_equal class Cla... | null | null | null |
webis-de/small-text | train | 139 | abcc2c6d0e649b9106a0aa3c1a05612f830b1d40 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 21 | 8 | self.assertTrue | test_get_offline_mode_true | import os
import unittest
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline_mode(self):
self.assertF... | get_offline_mode()) | added | 4d764d7635b57f6a154d8b5d9cd406dea89c21fdff0f4d8203f0463d41b4b6e7 | self.assertTrue|test_get_offline_mode_true|import os import unittest from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase): def test_get_offline_mode(self): self.asse... | null | null | null |
webis-de/small-text | train | 139 | abcc2c6d0e649b9106a0aa3c1a05612f830b1d40 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 24 | 8 | self.assertEqual | test_get_progress_bars_default | import os
import unittest
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline_mode(self):
self.assertF... | get_progress_bars_default()) | added | f05264310ed9b88924e13b23d64c656ca35d691513b0e0f3c61859a84fd3d088 | self.assertEqual|test_get_progress_bars_default|import os import unittest from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase): def test_get_offline_mode(self): self... | null | null | null |
webis-de/small-text | train | 139 | abcc2c6d0e649b9106a0aa3c1a05612f830b1d40 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 29 | 8 | self.assertEqual | test_get_progress_bars_default_custom | import os
import unittest
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline_mode(self):
self.assertF... | get_progress_bars_default()) | added | 046beb58b8bc9b72551881c08fec8c03e88da3271ac052fc8b2ff93533276fdc | self.assertEqual|test_get_progress_bars_default_custom|import os import unittest from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase): def test_get_offline_mode(self... | null | null | null |
webis-de/small-text | train | 139 | abcc2c6d0e649b9106a0aa3c1a05612f830b1d40 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 37 | 8 | self.assertEqual | test_get_tmp_dir_base_custom | import os
import unittest
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline_mode(self):
self.assertF... | get_tmp_dir_base()) | added | ba04a28abf55c6d7b88334c095692d67330138c00849aec708e15b9d000f6dd9 | self.assertEqual|test_get_tmp_dir_base_custom|import os import unittest from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase): def test_get_offline_mode(self): self.a... | null | null | null |
webis-de/small-text | train | 140 | 6b943df440e9ec21527305e3bc45680cc9bba9a2 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 62 | 13 | self.assertRaisesRegex | test_init_with_misplaced_force_download_kwarg | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrat... | ValueError, 'Invalid keyword argument in model_kwargs') | modified | ab7ce3d2985dc61f2312bdf7a5b4b0c369fc9ddcecc781bf3d085a0585c8fc68 | self.assertRaisesRegex|test_init_with_misplaced_force_download_kwarg|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE try: from small_text.integrations.tr... | ValueError, 'Invalid keyword argument in model_kwargs') | 61 | 13 |
webis-de/small-text | train | 140 | 6b943df440e9ec21527305e3bc45680cc9bba9a2 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 104 | 8 | self.assertEqual | test_init | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrat... | clf.model_kwargs) | added | 16f673434894f5b793701fbdc72dbe29ec3bc6d45f5a0e62e2eba3cc62b0fcf0 | self.assertEqual|test_init|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE try: from small_text.integrations.transformers.classifiers.base import ( Model... | null | null | null |
webis-de/small-text | train | 140 | 6b943df440e9ec21527305e3bc45680cc9bba9a2 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 152 | 8 | self.assertEqual | test_init_model_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrat... | clf.verbosity) | added | 99213ba6e3f320393d59a6e1f84419df2ab8a92141f2dd9f9c29e00b15f8c69a | self.assertEqual|test_init_model_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE try: from small_text.integrations.transformers.classifiers.base i... | null | null | null |
webis-de/small-text | train | 140 | 6b943df440e9ec21527305e3bc45680cc9bba9a2 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 164 | 8 | self.assertEqual | test_init_verbosity | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrat... | clf.num_classes) | added | af28782296f3b2cdf5f4f2e82b785479ad7efce3340fc3e11dbc07f5b344c367 | self.assertEqual|test_init_verbosity|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE try: from small_text.integrations.transformers.classifiers.base impo... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 18 | 8 | self.assertEqual | test_get_default_model_loading_strategy | import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy,
get_default_model_loading_strategy
)
except (ModuleNotFoundError, PytorchNo... | get_default_model_loading_strategy()) | added | 86fa0a2944f92e7d3b738263e1c1703d2af1b29a1eb8a9648c0f56cbdee70118 | self.assertEqual|test_get_default_model_loading_strategy|import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy, get_default_model_loading_strategy ) except ... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 23 | 12 | self.assertEqual | test_get_default_model_loading_strategy | import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy,
get_default_model_loading_strategy
)
except (ModuleNotFoundError, PytorchNo... | get_default_model_loading_strategy()) | added | ff604443e9c11e41d51ca36860dc83c899833aceb4bcaa2b6f2688c023167493 | self.assertEqual|test_get_default_model_loading_strategy|import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy, get_default_model_loading_strategy ) except ... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 42 | 13 | self.assertRaises | test_fine_tuning_arguments_invalid_lr | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | ValueError) | added | 9811563c24b85c67d1332bfd3b35a482b3bb9764a4372814ffd6072c4bdcb862 | self.assertRaises|test_fine_tuning_arguments_invalid_lr|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from s... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 103 | 8 | self.assertIsNotNone | test_transformer_model_arguments_init_with_env_override | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | model_args.model_loading_strategy) | added | 3581dbcd8cc61a245fb5575c9cd4b9f8e2a67bb226e2ec95477ddf3f2e0a4b7e | self.assertIsNotNone|test_transformer_model_arguments_init_with_env_override|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import Pytorc... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 184 | 8 | self.assertEqual | test_init_parameters | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | classifier.verbosity) | added | 1166056cdb6a41a9202c92661707e9bc32c0c0308afc7b8b78458397979d2fdf | self.assertEqual|test_init_parameters|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 35 | 8 | self.assertIsNotNone | test_setfit_model_arguments_init | import os
import unittest
import pytest
import small_text
from importlib import reload
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
from small_text.utils.system import OFFLINE_M... | args.model_loading_strategy) | added | 105b37b7fdac50aac8fc9e206dc6e8030bdd048692c39ea3a768f569b93bed65 | self.assertIsNotNone|test_setfit_model_arguments_init|import os import unittest import pytest import small_text from importlib import reload from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VE... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 274 | 12 | self.assertTrue | test_fit_with_train_kwargs | import os
import unittest
import pytest
import small_text
from importlib import reload
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
from small_text.utils.system import OFFLINE_M... | 'l2_weight' in call_args.kwargs) | added | 64ded38e45d042662b70c794be3c9f73de8f35416438ccd5fe380d28f51f4025 | self.assertTrue|test_fit_with_train_kwargs|import os import unittest import pytest import small_text from importlib import reload from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE from ... | null | null | null |
webis-de/small-text | train | 141 | a1e0ef9be95adc0c1b3da3c8ce991acaff88bd9f | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 353 | 13 | self.assertRaises | test_fit_with_differentiable_head | import os
import unittest
import pytest
import small_text
from importlib import reload
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
from small_text.utils.system import OFFLINE_M... | NotImplementedError) | modified | 4286441c3027bb3f34b00f764e63c9e52195bf13a7268c500e79320f6a9efd9f | self.assertRaises|test_fit_with_differentiable_head|import os import unittest import pytest import small_text from importlib import reload from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERB... | NotImplementedError) | 355 | 13 |
webis-de/small-text | train | 142 | 1fa6a81263676320feb1a5d2e37b53c97617cf60 | train | tests/unit/small_text/data/test_sampling.py | test | webis-de/small-text:tests/unit/small_text/data/test_sampling.py | 30 | 8 | assert_* | test_get_class_histogram | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.data.sampling import _get_class_histogram
from small_text.utils.labels import list_to_csr
class SamplingUtilsDenseTes... | counts) | added | 9070faed05b234c092c849c01635a8b96bcc73a1863c09add681ff89bc4325eb | assert_*|test_get_class_histogram|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram from small_text.utils.labels import list_to_c... | null | null | null |
webis-de/small-text | train | 142 | 1fa6a81263676320feb1a5d2e37b53c97617cf60 | train | tests/unit/small_text/data/test_sampling.py | test | webis-de/small-text:tests/unit/small_text/data/test_sampling.py | 35 | 8 | assert_* | test_get_class_histogram_empty_array | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.data.sampling import _get_class_histogram
from small_text.utils.labels import list_to_csr
class SamplingUtilsDenseTes... | counts) | added | 5be691c8842165831a5af0ec265aa34917634a251d0829112c8f5cc97b41b35a | assert_*|test_get_class_histogram_empty_array|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram from small_text.utils.labels impo... | null | null | null |
webis-de/small-text | train | 142 | 1fa6a81263676320feb1a5d2e37b53c97617cf60 | train | tests/unit/small_text/data/test_sampling.py | test | webis-de/small-text:tests/unit/small_text/data/test_sampling.py | 90 | 13 | self.assertRaises | test_stratified_sampling_num_samples_too_large | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.data.sampling import _get_class_histogram
from small_text.utils.labels import list_to_csr
class SamplingUtilsDenseTes... | ValueError) | added | 98d8d53a7ac9ff0c9816794973bc421c430e6acf12fc3f59bd4efbc0852e69b1 | self.assertRaises|test_stratified_sampling_num_samples_too_large|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram from small_tex... | null | null | null |
webis-de/small-text | train | 142 | 1fa6a81263676320feb1a5d2e37b53c97617cf60 | train | tests/unit/small_text/data/test_sampling.py | test | webis-de/small-text:tests/unit/small_text/data/test_sampling.py | 143 | 13 | self.assertRaises | test_balanced_sampling_num_samples_too_large | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.data.sampling import _get_class_histogram
from small_text.utils.labels import list_to_csr
class SamplingUtilsDenseTes... | ValueError) | added | b4875eb78a4d5248daa667e02b4d72ab719b6ef772e898035eaea2ea428e3ec0 | self.assertRaises|test_balanced_sampling_num_samples_too_large|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram from small_text.... | null | null | null |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 222 | 12 | self.assertEqual | test_fit_with_early_stopping_disabled | import unittest
import pytest
import numpy as np
from packaging.version import parse, Version
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training... | fit_main_spy.call_count) | modified | 4cf48a835c02a4d004a4bacebf3425ff8ffe252b0f2b8524f9678f67d36195fc | self.assertEqual|test_fit_with_early_stopping_disabled|import unittest import pytest import numpy as np from packaging.version import parse, Version from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions ... | fit_main_spy.call_count) | 220 | 12 |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 292 | 12 | self.assertEqual | test_fit_with_optimizer_and_scheduler | import unittest
import pytest
import numpy as np
from packaging.version import parse, Version
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training... | call_args[5]) | modified | 2b1130cbc713d56b8bd06519aba2515191cefe4e0a39ac772eb375703ed73668 | self.assertEqual|test_fit_with_optimizer_and_scheduler|import unittest import pytest import numpy as np from packaging.version import parse, Version from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions ... | call_args[5]) | 290 | 12 |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | 227 | 13 | self.assertRaisesRegex | test_fit_with_scheduler_but_without_optimizer | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import Pytorch... | ValueError, 'You must also pass an optimizer') | modified | 4344f18b95b6a765428ef955e674bd61552163f0ffbb59738f383bb70d684082 | self.assertRaisesRegex|test_fit_with_scheduler_but_without_optimizer|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import isspar... | ValueError, 'You must also pass an optimizer') | 224 | 13 |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | 253 | 12 | self.assertEqual | test_fit_and_predict | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import Pytorch... | np.int64) | modified | 255e7d1f08b347c80788fb6ad2d0584f683c71426fb8e84d360f3ad4f0b6c48d | self.assertEqual|test_fit_and_predict|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations... | np.int64) | 250 | 12 |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 156 | 13 | self.assertRaises | test_embed | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFo... | NotImplementedError) | added | 22b171d2abc4790f858cb9080cc3a535bfad3cf91591df7057119e64086ef285 | self.assertRaises|test_embed|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exc... | null | null | null |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 160 | 13 | self.assertRaises | test_embed_with_proba | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFo... | NotImplementedError) | added | cd5b6801c3b367ed414e777eeeccb274019afb9a06003944cca989657d90b9a0 | self.assertRaises|test_embed_with_proba|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.... | null | null | null |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 64 | 8 | self.assertEqual | test_truncate_texts_no_action_needed | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[0].x[2]) | modified | 2c5a8efe52c046723894a26d7a236fddd592bad2b4c9dbceb90981e1aa9afaa9 | self.assertEqual|test_truncate_texts_no_action_needed|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassifi... | result_datasets[0].x[2]) | 62 | 8 |
webis-de/small-text | train | 143 | cf31903a89c283185dc5016612a6dd4453820595 | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 90 | 8 | self.assertEqual | test_truncate_texts_multiple_datasets | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[0].x[0]) | modified | 383614cdb30d3b3696b6065bd52e55c706bf21092a3b9910fe33b7a2b7a6a647 | self.assertEqual|test_truncate_texts_multiple_datasets|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassif... | result_datasets[0].x[0]) | 87 | 8 |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 142 | 12 | self.assertTrue | test_fit_without_validation_set | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.metrics import Metric
from small_text.training.early_stopping import EarlyStopping, EarlySto... | isinstance(call_args[0], PytorchDatasetView)) | added | 691384793903cde6a103f4b86eee8325eabc4e952635b761bb85492a2006976c | self.assertTrue|test_fit_without_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.metrics import Metric from small_text.training... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 170 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.metrics import Metric
from small_text.training.early_stopping import EarlyStopping, EarlySto... | ValueError, 'Training set labels must be labeled') | added | c70b1dbc5ed8982af3eed96a34eac64426cbb73ec58f68d97429b66a28a46903 | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.metrics import Metric from sm... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 231 | 12 | self.assertEqual | test_fit_with_early_stopping_fallback_default_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.metrics import Metric
from small_text.training.early_stopping import EarlyStopping, EarlySto... | call_args[3].patience) | added | ad38c1d8b6b26307ba2620c398f6bcebca4e5f4591ef68bbf6cbbb3d8b547502 | self.assertEqual|test_fit_with_early_stopping_fallback_default_kwargs|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.metrics import Metric fr... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 135 | 8 | self.assertEqual | test_init | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | classifier.lr) | added | 9aa1b6255fa4d4594b3f9de340d77a1107819f41518aaf74dd7e81e09e18e9a0 | self.assertEqual|test_init|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.early_stop... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 190 | 8 | self.assertEqual | test_init_parameters | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | classifier.num_epochs) | added | e6d155ab4e4e0b2c384a4d788842fac6aecde9f4365e859cc67722e300c9bad3 | self.assertEqual|test_init_parameters|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 211 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | ValueError, 'Training set labels must be labeled') | added | e7611ca95279c061ea43b1f187651400ca44f437048e0a74e77160842ed8f846 | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 96 | 13 | self.assertRaisesRegex | test_init_with_misplaced_force_download_kwarg | import os
import unittest
import pytest
import small_text
from importlib import reload
from packaging.version import parse, Version
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
... | ValueError, 'Invalid keyword argument in model_kwargs') | added | 8f8ccbbd000d9f9ffce9552d450b833a50798ce4b56233122c5bf805414f54dd | self.assertRaisesRegex|test_init_with_misplaced_force_download_kwarg|import os import unittest import pytest import small_text from importlib import reload from packaging.version import parse, Version from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_... | null | null | null |
webis-de/small-text | train | 144 | c64cc6d4bb8eb6ad4b2d1313ca9810071d5293d8 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 201 | 8 | self.assertEqual | test_init_verbosity | import os
import unittest
import pytest
import small_text
from importlib import reload
from packaging.version import parse, Version
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
... | clf.trainer_kwargs) | added | 03f798f90db42edb031a711067342793a9ff969089aa283d20e10c2dde92e272 | self.assertEqual|test_init_verbosity|import os import unittest import pytest import small_text from importlib import reload from packaging.version import parse, Version from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOS... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 42 | 13 | self.assertRaisesRegex | test_query_exhausts_pool | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategiesTests,
SklearnClassifie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | modified | 063644063a1e30dff94d19934c1b88cd2ce844bec676c57d7c5fcdd71963d8f9 | self.assertRaisesRegex|test_query_exhausts_pool|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency ) from tests.unit.small_text.query_strategies.test_strategies import ( SamplingStr... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | 40 | 13 |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 83 | 13 | self.assertRaisesRegex | test_query_takes_remaining_pool | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategiesTests,
SklearnClassifie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | added | da1de0c2d910a7217dbf85ba4542093ced69071c208131ddf93b56ba8f92c685 | self.assertRaisesRegex|test_query_takes_remaining_pool|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency ) from tests.unit.small_text.query_strategies.test_strategies import ( Samp... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 33 | 8 | self.assertTrue | test_label_cardinality_inconsistency_average_one_and_a_half_labels | import unittest
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
label_cardinality_inconsistency,
LabelCardinalityInconsistency
)
from small_text.utils.labels import list_to_csr
class LabelCardinalityFunctionTest(unittest.TestCase):
def test_empty_labeled_... | lci[1] == lci[2] < lci[0] == lci[0]) | added | 05b2b193c0e82d22c0225bb1ff00f5721aacdac3d7c825ab7e6f8518bc421954 | self.assertTrue|test_label_cardinality_inconsistency_average_one_and_a_half_labels|import unittest from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, label_cardinality_inconsistency, LabelCardinalityInconsistency ) from small_text.utils.labels import list_to_csr class LabelCard... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 51 | 8 | self.assertEqual | test_init | import unittest
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
label_cardinality_inconsistency,
LabelCardinalityInconsistency
)
from small_text.utils.labels import list_to_csr
class LabelCardinalityFunctionTest(unittest.TestCase):
def test_empty_labeled_... | query_strategy.batch_size) | added | 8ce838d2acf23cf2c30df87484faac06b8409fb56cfbab67e2235e1ff818282b | self.assertEqual|test_init|import unittest from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, label_cardinality_inconsistency, LabelCardinalityInconsistency ) from small_text.utils.labels import list_to_csr class LabelCardinalityFunctionTest(unittest.TestCase): def test_empty_l... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 76 | 8 | self.assertEqual | test_str | import unittest
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
label_cardinality_inconsistency,
LabelCardinalityInconsistency
)
from small_text.utils.labels import list_to_csr
class LabelCardinalityFunctionTest(unittest.TestCase):
def test_empty_labeled_... | str(query_strategy)) | added | 4f44eea2f78091854107650001c5d98980f31d603b7b8cbab89a9c8822165199 | self.assertEqual|test_str|import unittest from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, label_cardinality_inconsistency, LabelCardinalityInconsistency ) from small_text.utils.labels import list_to_csr class LabelCardinalityFunctionTest(unittest.TestCase): def test_empty_la... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 233 | 8 | self.assertIsNotNone | test_breaking_ties_multiclass | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | strategy.scores_) | added | f1a9e969d72924700e4216df748a3be3d8e977f414c9aa8b5f9c75e559be9f96 | self.assertIsNotNone|test_breaking_ties_multiclass|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import Confidenc... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 378 | 8 | self.assertEqual | test_subsampling_query_default | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | len(indices)) | added | 1671907308f92e63cdbf1bbfed396a7f025b5d294e270304bd2e379a850bd441 | self.assertEqual|test_subsampling_query_default|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEn... | null | null | null |
webis-de/small-text | train | 145 | 0191e4ec606881d834fac1aba59934877287f0b1 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 520 | 12 | assert_* | test_query_when_embed_has_no_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | clf.embeddings_) | added | 62ac169a68a98af5c90e8e54ebaa2d5ba5154e0430f93fa735033c91c5c78f7b | assert_*|test_query_when_embed_has_no_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import Confidenc... | null | null | null |
webis-de/small-text | train | 146 | 476c3c2c1760ab78571c67af1b4f0b4888e7a153 | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 23 | 12 | self.assertEqual | test_get_default_model_loading_strategy_with_offline_true | import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy,
get_default_model_loading_strategy
)
except (ModuleNotFoundError, PytorchNo... | get_default_model_loading_strategy()) | added | ffe889ce3b3564baa57ba067209486ef13aa158b4e50d0c48a1de2beb2f93443 | self.assertEqual|test_get_default_model_loading_strategy_with_offline_true|import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy, get_default_model_loading_... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_datatset_views.py | train | webis-de/small-text:tests/unit/small_text/data/test_datatset_views.py | 67 | 13 | self.assertRaises | test_set_x | import unittest
import numpy as np
from copy import copy
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data.datasets import (
DatasetView,
SklearnDataset,
SklearnDatasetView,
TextDataset,
TextDatasetView
)
from small_text.data.exceptions import U... | UnsupportedOperationException) | added | 47f7acac009163dd72c9392686f3f6412e4b391ffebd48052ffa680fc4d27832 | self.assertRaises|test_set_x|import unittest import numpy as np from copy import copy from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data.datasets import ( DatasetView, SklearnDataset, SklearnDatasetView, TextDataset, TextDatasetView ) from small_text.data.exceptions im... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_datatset_views.py | train | webis-de/small-text:tests/unit/small_text/data/test_datatset_views.py | 85 | 12 | self.assertTrue | test_is_multi_label | import unittest
import numpy as np
from copy import copy
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data.datasets import (
DatasetView,
SklearnDataset,
SklearnDatasetView,
TextDataset,
TextDatasetView
)
from small_text.data.exceptions import U... | ds.is_multi_label) | added | bfec752e0538663ead223f6c05d9063c02c81ba6c5b7e12aba70ba85dbbfda7a | self.assertTrue|test_is_multi_label|import unittest import numpy as np from copy import copy from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data.datasets import ( DatasetView, SklearnDataset, SklearnDatasetView, TextDataset, TextDatasetView ) from small_text.data.except... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_datatset_views.py | train | webis-de/small-text:tests/unit/small_text/data/test_datatset_views.py | 98 | 13 | self.assertRaises | test_set_target_labels | import unittest
import numpy as np
from copy import copy
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data.datasets import (
DatasetView,
SklearnDataset,
SklearnDatasetView,
TextDataset,
TextDatasetView
)
from small_text.data.exceptions import U... | UnsupportedOperationException) | added | f630202cc1366400f11a477687409d26355d4712406c8d6ca23ded255c0a6972 | self.assertRaises|test_set_target_labels|import unittest import numpy as np from copy import copy from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data.datasets import ( DatasetView, SklearnDataset, SklearnDatasetView, TextDataset, TextDatasetView ) from small_text.data.e... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_datatset_views.py | train | webis-de/small-text:tests/unit/small_text/data/test_datatset_views.py | 230 | 8 | self.assertTrue | test_indexing_slicing | import unittest
import numpy as np
from copy import copy
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data.datasets import (
DatasetView,
SklearnDataset,
SklearnDatasetView,
TextDataset,
TextDatasetView
)
from small_text.data.exceptions import U... | isinstance(result, DatasetView)) | added | 9a3c2320c73230e2e1a706d5ae2ffc8e3e279eaeccbf03898f529b0d9cb3fb35 | self.assertTrue|test_indexing_slicing|import unittest import numpy as np from copy import copy from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data.datasets import ( DatasetView, SklearnDataset, SklearnDatasetView, TextDataset, TextDatasetView ) from small_text.data.exce... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_splits.py | train | webis-de/small-text:tests/unit/small_text/data/test_splits.py | 22 | 13 | self.assertRaisesRegex | test_split_data_invalid_validation_set_sizes | import unittest
import numpy as np
from unittest import mock
from small_text.data.sampling import balanced_sampling, stratified_sampling
from small_text.data.splits import split_data
from tests.utils.datasets import random_sklearn_dataset
class SplitDataTest(unittest.TestCase):
def test_split_data_invalid_st... | ValueError, expected_regex) | added | bc0a9cca4e195389fca6d5836ab569bb7b45e7432ca5f3f4b2329b24a638db5f | self.assertRaisesRegex|test_split_data_invalid_validation_set_sizes|import unittest import numpy as np from unittest import mock from small_text.data.sampling import balanced_sampling, stratified_sampling from small_text.data.splits import split_data from tests.utils.datasets import random_sklearn_dataset class SplitDa... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_splits.py | train | webis-de/small-text:tests/unit/small_text/data/test_splits.py | 37 | 8 | self.assertEqual | test_split_data_random | import unittest
import numpy as np
from unittest import mock
from small_text.data.sampling import balanced_sampling, stratified_sampling
from small_text.data.splits import split_data
from tests.utils.datasets import random_sklearn_dataset
class SplitDataTest(unittest.TestCase):
def test_split_data_invalid_st... | len(subset_valid)) | added | 7a814f4235928c1ddc6b1e9e4cd1ad455ce4813b71721227833db0395fb6835b | self.assertEqual|test_split_data_random|import unittest import numpy as np from unittest import mock from small_text.data.sampling import balanced_sampling, stratified_sampling from small_text.data.splits import split_data from tests.utils.datasets import random_sklearn_dataset class SplitDataTest(unittest.TestCase): d... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_splits.py | train | webis-de/small-text:tests/unit/small_text/data/test_splits.py | 60 | 8 | self.assertEqual | test_split_data_balanced | import unittest
import numpy as np
from unittest import mock
from small_text.data.sampling import balanced_sampling, stratified_sampling
from small_text.data.splits import split_data
from tests.utils.datasets import random_sklearn_dataset
class SplitDataTest(unittest.TestCase):
def test_split_data_invalid_st... | len(subset_valid)) | added | 666aa412a96c4b4da5df0901f1d0917cf2c75f11d6ef6ee16d7041166f0ba17d | self.assertEqual|test_split_data_balanced|import unittest import numpy as np from unittest import mock from small_text.data.sampling import balanced_sampling, stratified_sampling from small_text.data.splits import split_data from tests.utils.datasets import random_sklearn_dataset class SplitDataTest(unittest.TestCase):... | null | null | null |
webis-de/small-text | train | 147 | df3c30f354808ebf29b0f9375ab106de2df9e471 | train | tests/unit/small_text/data/test_splits.py | train | webis-de/small-text:tests/unit/small_text/data/test_splits.py | 86 | 8 | self.assertEqual | test_split_data_stratified | import unittest
import numpy as np
from unittest import mock
from small_text.data.sampling import balanced_sampling, stratified_sampling
from small_text.data.splits import split_data
from tests.utils.datasets import random_sklearn_dataset
class SplitDataTest(unittest.TestCase):
def test_split_data_invalid_st... | len(subset_valid)) | added | 456326e45064b16d244457460d3f6a2ae65733bc448957b003b2c838a393e003 | self.assertEqual|test_split_data_stratified|import unittest import numpy as np from unittest import mock from small_text.data.sampling import balanced_sampling, stratified_sampling from small_text.data.splits import split_data from tests.utils.datasets import random_sklearn_dataset class SplitDataTest(unittest.TestCase... | null | null | null |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 193 | 8 | self.assertEqual | test_init_parameters | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | classifier.validations_per_epoch) | modified | 592bbb5ed89fd0b12741c8d52e0d42c0ec6ace63be571347fde9809fefa61685 | self.assertEqual|test_init_parameters|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training... | classifier.validations_per_epoch) | 194 | 8 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 220 | 13 | self.assertRaisesRegex | test_fit_where_y_valid_contains_unlabeled | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | ValueError, 'Validation set labels must be labeled') | modified | 7a6d978be52329b5d3c82209a05f969c0e725a2329aa7e191c7d1775d3793511 | self.assertRaisesRegex|test_fit_where_y_valid_contains_unlabeled|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | ValueError, 'Validation set labels must be labeled') | 221 | 13 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 321 | 12 | self.assertEqual | test_fit_with_early_stopping_fallback_deprecated_kwargs | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStoppin... | first_handler.patience) | modified | 0a9b924b40bc949d7cf118cfb91fc6f847703c307916d48aff493cf7273e8640 | self.assertEqual|test_fit_with_early_stopping_fallback_deprecated_kwargs|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNot... | first_handler.patience) | 322 | 12 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 184 | 8 | self.assertEqual | test_init_model_kwargs | import os
import unittest
import pytest
import small_text
from importlib import reload
from packaging.version import parse, Version
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
... | clf.model_kwargs) | modified | 4cdd20d3f1253f7404bbd4215ef3e834d92aa42e8c2caf4fcfd0e60ce395995e | self.assertEqual|test_init_model_kwargs|import os import unittest import pytest import small_text from importlib import reload from packaging.version import parse, Version from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VER... | clf.model_kwargs) | 184 | 8 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 226 | 12 | self.assertFalse | test_init_model_loading_strategy_default | import os
import unittest
import pytest
import small_text
from importlib import reload
from packaging.version import parse, Version
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
... | from_pretrained_mock.call_args.kwargs['local_files_only']) | modified | b02707e9c93353805065e94d5648cbcf0269f8b6db28b16edaca3e3d1fa3ae87 | self.assertFalse|test_init_model_loading_strategy_default|import os import unittest import pytest import small_text from importlib import reload from packaging.version import parse, Version from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.... | from_pretrained_mock.call_args.kwargs['local_files_only']) | 226 | 12 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 247 | 12 | self.assertFalse | test_initialize_model_loading_strategy_always_local | import os
import unittest
import pytest
import small_text
from importlib import reload
from packaging.version import parse, Version
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_QUIET, VERBOSITY_MORE_VERBOSE
... | from_pretrained_mock.call_args.kwargs['force_download']) | modified | fbdddd3cb660bf919b40ab16b655adcf273277ab09d08dc03b60859d0baacd99 | self.assertFalse|test_initialize_model_loading_strategy_always_local|import os import unittest import pytest import small_text from importlib import reload from packaging.version import parse, Version from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_... | from_pretrained_mock.call_args.kwargs['force_download']) | 247 | 12 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 19 | 8 | self.assertFalse | test_get_offline_mode | import os
import unittest
from unittest.mock import patch
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline... | get_offline_mode()) | modified | bf82661695f24ae1ab95c5189d07abb3fc6ba17d036b681fe016a530fd15e18f | self.assertFalse|test_get_offline_mode|import os import unittest from unittest.mock import patch from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase): def test_get_o... | get_offline_mode()) | 17 | 8 |
webis-de/small-text | train | 148 | cc06c129db9574c89ebd7cacf483f9a5d31ea575 | train | tests/unit/small_text/utils/test_system.py | train | webis-de/small-text:tests/unit/small_text/utils/test_system.py | 31 | 12 | self.assertEqual | test_get_progress_bars_default_custom | import os
import unittest
from unittest.mock import patch
from small_text.utils.system import (
OFFLINE_MODE_VARIABLE,
PROGRESS_BARS_VARIABLE,
TMP_DIR_VARIABLE,
get_offline_mode,
get_progress_bars_default,
get_tmp_dir_base
)
class SystemUtilsTest(unittest.TestCase):
def test_get_offline... | get_progress_bars_default()) | modified | 1fe4d011918d7c0390d671aec9c3a87e3295e63c583bc70184e0407ff1a22a93 | self.assertEqual|test_get_progress_bars_default_custom|import os import unittest from unittest.mock import patch from small_text.utils.system import ( OFFLINE_MODE_VARIABLE, PROGRESS_BARS_VARIABLE, TMP_DIR_VARIABLE, get_offline_mode, get_progress_bars_default, get_tmp_dir_base ) class SystemUtilsTest(unittest.TestCase)... | get_progress_bars_default()) | 29 | 8 |
webis-de/small-text | train | 149 | eef099b30cfca4729beb07620839a50a076986b1 | train | tests/unit/small_text/query_strategies/test_class_balancing.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_class_balancing.py | 34 | 8 | self.assertTrue | test_get_rebalanced_target_distribution | import unittest
import numpy as np
from unittest import mock
from small_text import (
ConfidenceEnhancedLinearSVC,
RandomSampling,
SklearnClassifier,
SklearnDataset
)
from small_text.data.sampling import _get_class_histogram
from small_text.query_strategies.class_balancing import ClassBalancer, _get_r... | np.all(final_distribution == 3)) | added | 4948ba6aad2f4f5acebdc7c5e6ddf6648179c1b43e5b7fa09f733ca14a6bb0f9 | self.assertTrue|test_get_rebalanced_target_distribution|import unittest import numpy as np from unittest import mock from small_text import ( ConfidenceEnhancedLinearSVC, RandomSampling, SklearnClassifier, SklearnDataset ) from small_text.data.sampling import _get_class_histogram from small_text.query_strategies.class_... | null | null | null |
webis-de/small-text | train | 149 | eef099b30cfca4729beb07620839a50a076986b1 | train | tests/unit/small_text/query_strategies/test_class_balancing.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_class_balancing.py | 50 | 8 | self.assertTrue | test_get_rebalanced_target_distribution_for_imbalanced_distribution | import unittest
import numpy as np
from unittest import mock
from small_text import (
ConfidenceEnhancedLinearSVC,
RandomSampling,
SklearnClassifier,
SklearnDataset
)
from small_text.data.sampling import _get_class_histogram
from small_text.query_strategies.class_balancing import ClassBalancer, _get_r... | np.all(final_distribution > 2)) | added | a1264626613025f6c3ad50c292ba9b548ad8d1526a6930c708e1453501fdb7bf | self.assertTrue|test_get_rebalanced_target_distribution_for_imbalanced_distribution|import unittest import numpy as np from unittest import mock from small_text import ( ConfidenceEnhancedLinearSVC, RandomSampling, SklearnClassifier, SklearnDataset ) from small_text.data.sampling import _get_class_histogram from small_... | null | null | null |
webis-de/small-text | train | 149 | eef099b30cfca4729beb07620839a50a076986b1 | train | tests/unit/small_text/query_strategies/test_class_balancing.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_class_balancing.py | 85 | 8 | self.assertTrue | test_get_rebalanced_target_distribution_fallback_when_not_enough_active_classes_are_sampled | import unittest
import numpy as np
from unittest import mock
from small_text import (
ConfidenceEnhancedLinearSVC,
RandomSampling,
SklearnClassifier,
SklearnDataset
)
from small_text.data.sampling import _get_class_histogram
from small_text.query_strategies.class_balancing import ClassBalancer, _get_r... | (final_distribution[0] > 1) or (final_distribution[4] > 0)) | added | 01414cb65f85b32e83512c23fda6521bb7c04e116a7e9b0efc6a1049313e109f | self.assertTrue|test_get_rebalanced_target_distribution_fallback_when_not_enough_active_classes_are_sampled|import unittest import numpy as np from unittest import mock from small_text import ( ConfidenceEnhancedLinearSVC, RandomSampling, SklearnClassifier, SklearnDataset ) from small_text.data.sampling import _get_cla... | null | null | null |
webis-de/small-text | train | 149 | eef099b30cfca4729beb07620839a50a076986b1 | train | tests/unit/small_text/query_strategies/test_class_balancing.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_class_balancing.py | 183 | 8 | self.assertEqual | test_class_balancer_str | import unittest
import numpy as np
from unittest import mock
from small_text import (
ConfidenceEnhancedLinearSVC,
RandomSampling,
SklearnClassifier,
SklearnDataset
)
from small_text.data.sampling import _get_class_histogram
from small_text.query_strategies.class_balancing import ClassBalancer, _get_r... | str(strategy)) | added | 44ef9f0f3af1c7f7b13b3d6b4ea05ae7e76d6d2e321ed48fbbb8987311f59b90 | self.assertEqual|test_class_balancer_str|import unittest import numpy as np from unittest import mock from small_text import ( ConfidenceEnhancedLinearSVC, RandomSampling, SklearnClassifier, SklearnDataset ) from small_text.data.sampling import _get_class_histogram from small_text.query_strategies.class_balancing impor... | null | null | null |
webis-de/small-text | train | 150 | 22e07a6b9df83fb52923a7bd0ae553b8907e2e9b | train | tests/unit/small_text/query_strategies/test_class_balancing.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_class_balancing.py | 183 | 8 | self.assertEqual | test_class_balancer_str | import unittest
import numpy as np
from unittest import mock
from small_text import (
ConfidenceEnhancedLinearSVC,
RandomSampling,
SklearnClassifier,
SklearnDataset
)
from small_text.data.sampling import _get_class_histogram
from small_text.query_strategies.class_balancing import ClassBalancer, _get_r... | str(strategy)) | modified | 7ea527876cac1f1d1866e0c49c48c08bea4a8b0f68efa81634b16f3062150d5b | self.assertEqual|test_class_balancer_str|import unittest import numpy as np from unittest import mock from small_text import ( ConfidenceEnhancedLinearSVC, RandomSampling, SklearnClassifier, SklearnDataset ) from small_text.data.sampling import _get_class_histogram from small_text.query_strategies.class_balancing impor... | str(strategy)) | 183 | 8 |
webis-de/small-text | train | 151 | c054821cd108416923b6d5c3c0bb6843dd3a44de | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 25 | 13 | self.assertRaisesRegex | test_query_with_invalid_distance_metric | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
)
from tests.un... | ValueError, 'Invalid distance metric:') | modified | 6422a443e68b8fba7ecc92bae7c7f93e58ab698b1af38a6d5c60a9e242d04efc | self.assertRaisesRegex|test_query_with_invalid_distance_metric|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_co... | ValueError, 'Invalid distance metric:') | 26 | 13 |
webis-de/small-text | train | 151 | c054821cd108416923b6d5c3c0bb6843dd3a44de | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 50 | 13 | self.assertRaisesRegex | test_init_with_invalid_distance_metric | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
)
from tests.un... | ValueError, 'Invalid distance metric:') | modified | 6cf479c4a2827050c1010097779669ec3f0a6a28c2cf7342f1cba1fe2e5df9be | self.assertRaisesRegex|test_init_with_invalid_distance_metric|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_cor... | ValueError, 'Invalid distance metric:') | 51 | 13 |
webis-de/small-text | train | 151 | c054821cd108416923b6d5c3c0bb6843dd3a44de | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 97 | 13 | self.assertRaises | test_query_empty_pool | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
)
from tests.un... | EmptyPoolException) | added | 3f1ea14902581392afaca2179d4402d4792a5e4b47481b8653d07dec8e1d3d78 | self.assertRaises|test_query_empty_pool|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCores... | null | null | null |
webis-de/small-text | train | 151 | c054821cd108416923b6d5c3c0bb6843dd3a44de | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 160 | 8 | self.assertEqual | test_default_query | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
)
from tests.un... | len(indices)) | added | ba722aa64ce4def8abcaa0674f37dd150b2d5da41e085c4315bd3ff9b9e9568e | self.assertEqual|test_default_query|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCoreset )... | null | null | null |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 265 | 8 | self.assertTrue | test_indexing_list_index | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | isinstance(result, PytorchTextClassificationDatasetView)) | modified | f645dcc4459cfeb10df80614c65c632eb22bd1ebfdf36c8825758d30d573f166 | self.assertTrue|test_indexing_list_index|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.excepti... | isinstance(result, PytorchTextClassificationDatasetView)) | 262 | 8 |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 348 | 8 | self.assertEqual | test_init_with_numpy_slice | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | len(dataset_view)) | modified | 4e03816b6b2ab58a537fab5bd65f21f8bab3aae4128f38144e27e72e4f1fc0a0 | self.assertEqual|test_init_with_numpy_slice|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exce... | len(dataset_view)) | 345 | 8 |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 359 | 8 | assert_* | test_get_x | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset_view.x) | modified | b0b63e690ca0089beb2b29145d9193fd947ffb7e7bfeedd0dc5b43c6abd76a79 | assert_*|test_get_x|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import Unsupporte... | dataset_view.x) | 356 | 8 |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 261 | 8 | self.assertTrue | test_indexing_slicing | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | isinstance(result, PytorchDatasetView)) | modified | 0c9c26811537df00732c66e43b2f0fb93ee2981c215b6f1939e8a5db47da3d7c | self.assertTrue|test_indexing_slicing|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDa... | isinstance(result, PytorchDatasetView)) | 259 | 8 |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 387 | 8 | assert | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | self.NUM_SAMPLES_VIEW | added | 87081c5ae3c5d2809dd739dc07304cc8e62068dbe5168765261708b3e5daa7fd | assert||import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.inte... | null | null | null | |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/utils/testing.py | train | webis-de/small-text:tests/utils/testing.py | 16 | 4 | assert_* | import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal, assert_raises
def assert_array_not_equal(x, y):
assert_raises(AssertionError, assert_array_equal, x, y)
def assert_csr_matrix_equal(x, y, check_shape=True):
if check_shape and x.shape != y.shape:
r... | y.data) | modified | 11c8fb3af44297a2e02a36a97801a0e34ce6f364b5a3392e67d42915979f5004 | assert_*||import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal, assert_raises def assert_array_not_equal(x, y): assert_raises(AssertionError, assert_array_equal, x, y) def assert_csr_matrix_equal(x, y, check_shape=True): if check_shape and x.shape != y.shape: raise Asserti... | y.data) | 16 | 4 | |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/utils/testing.py | train | webis-de/small-text:tests/utils/testing.py | 17 | 4 | assert_* | import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal, assert_raises
def assert_array_not_equal(x, y):
assert_raises(AssertionError, assert_array_equal, x, y)
def assert_csr_matrix_equal(x, y, check_shape=True):
if check_shape and x.shape != y.shape:
r... | y.indices) | modified | dde2fa1f414d5e0af9f9b9b70560b6708b5348c6f66677aed1b9beb19dddb11d | assert_*||import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal, assert_raises def assert_array_not_equal(x, y): assert_raises(AssertionError, assert_array_equal, x, y) def assert_csr_matrix_equal(x, y, check_shape=True): if check_shape and x.shape != y.shape: raise Asserti... | y.indices) | 17 | 4 | |
webis-de/small-text | train | 152 | 92c0240a193697cafda902b257b099806bf79222 | train | tests/utils/testing.py | train | webis-de/small-text:tests/utils/testing.py | 18 | 4 | assert_* | import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal, assert_raises
def assert_array_not_equal(x, y):
assert_raises(AssertionError, assert_array_equal, x, y)
def assert_csr_matrix_equal(x, y, check_shape=True):
if check_shape and x.shape != y.shape:
r... | y.indptr) | modified | 6ab3e777211d2ad1c1aca317610598f239f988da1977cd60a79bb3419449a5cb | assert_*||import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal, assert_raises def assert_array_not_equal(x, y): assert_raises(AssertionError, assert_array_equal, x, y) def assert_csr_matrix_equal(x, y, check_shape=True): if check_shape and x.shape != y.shape: raise Asserti... | y.indptr) | 18 | 4 | |
webis-de/small-text | train | 153 | 394936c3974acf59738e7a0ca4d278642542e3c0 | train | tests/utils/misc.py | val | webis-de/small-text:tests/utils/misc.py | 22 | 4 | assert | import os
import numpy as np
def increase_dense_labels_safe(ds):
"""Increase the labels without leaving the range of the target_labels property.
The only purpose of this operation is to alter the labels so we can check for a change later."""
# modulo needs not be used when single index result is 0
i... | seed | added | 0b3f24c02f9f5b4a86fecd20ae908b55f5682fea492942c596ed0077fae2a9ad | assert||import os import numpy as np def increase_dense_labels_safe(ds): """Increase the labels without leaving the range of the target_labels property. The only purpose of this operation is to alter the labels so we can check for a change later.""" # modulo needs not be used when single index result is 0 if ds.y.max()... | null | null | null |
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