remove unused imports

uxlfoundation · Nov 20, 2024 · 79a3108 · 79a3108
1 parent 2cbdb25
commit 79a3108
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Showing 65 changed files with 14 additions and 151 deletions.
diff --git a/daal4py/sklearn/ensemble/tests/test_decision_forest.py b/daal4py/sklearn/ensemble/tests/test_decision_forest.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ==============================================================================
 
-import random
 
 import numpy as np
 import pytest

diff --git a/daal4py/sklearn/monkeypatch/tests/_models_info.py b/daal4py/sklearn/monkeypatch/tests/_models_info.py
@@ -26,7 +26,6 @@
     LogisticRegressionCV,
     Ridge,
 )
-from sklearn.manifold import TSNE
 from sklearn.neighbors import KNeighborsClassifier, KNeighborsRegressor, NearestNeighbors
 from sklearn.svm import SVC
 

diff --git a/examples/daal4py/bacon_outlier.py b/examples/daal4py/bacon_outlier.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/bf_knn_classification.py b/examples/daal4py/bf_knn_classification.py
@@ -16,7 +16,6 @@
 
 # daal4py Brute Force KNN example for shared memory systems
 
-import os
 from pathlib import Path
 
 import numpy as np

diff --git a/examples/daal4py/cholesky.py b/examples/daal4py/cholesky.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/correlation_distance.py b/examples/daal4py/correlation_distance.py
@@ -16,7 +16,6 @@
 
 # daal4py correlation distance example for shared memory systems
 
-import os
 from pathlib import Path
 
 import numpy as np

diff --git a/examples/daal4py/cosine_distance.py b/examples/daal4py/cosine_distance.py
@@ -16,7 +16,6 @@
 
 # daal4py cosine distance example for shared memory systems
 
-import os
 from pathlib import Path
 
 import numpy as np

diff --git a/examples/daal4py/dbscan.py b/examples/daal4py/dbscan.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/decision_tree_regression.py b/examples/daal4py/decision_tree_regression.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/elastic_net.py b/examples/daal4py/elastic_net.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/em_gmm.py b/examples/daal4py/em_gmm.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/implicit_als.py b/examples/daal4py/implicit_als.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/kdtree_knn_classification.py b/examples/daal4py/kdtree_knn_classification.py
@@ -16,7 +16,6 @@
 
 # daal4py KD-Tree KNN example for shared memory systems
 
-import os
 from pathlib import Path
 
 import numpy as np

diff --git a/examples/daal4py/kmeans.py b/examples/daal4py/kmeans.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/lasso_regression.py b/examples/daal4py/lasso_regression.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/linear_regression.py b/examples/daal4py/linear_regression.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/log_reg_binary_dense.py b/examples/daal4py/log_reg_binary_dense.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/low_order_moms_dense.py b/examples/daal4py/low_order_moms_dense.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/multivariate_outlier.py b/examples/daal4py/multivariate_outlier.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/naive_bayes.py b/examples/daal4py/naive_bayes.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/pivoted_qr.py b/examples/daal4py/pivoted_qr.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/ridge_regression.py b/examples/daal4py/ridge_regression.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/svm_multiclass.py b/examples/daal4py/svm_multiclass.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/daal4py/univariate_outlier.py b/examples/daal4py/univariate_outlier.py
@@ -18,7 +18,6 @@
 
 from pathlib import Path
 
-import numpy as np
 from readcsv import pd_read_csv
 
 import daal4py as d4p

diff --git a/examples/sklearnex/dbscan_array_api.py b/examples/sklearnex/dbscan_array_api.py
@@ -16,7 +16,7 @@
 
 import array_api_strict
 
-from sklearnex import config_context, patch_sklearn
+from sklearnex import patch_sklearn
 
 patch_sklearn()
 

diff --git a/examples/sklearnex/dbscan_spmd.py b/examples/sklearnex/dbscan_spmd.py
@@ -18,10 +18,8 @@
 # run like this:
 #    mpirun -n 4 python ./dbscan_spmd.py
 
-from warnings import warn
 
 import dpctl.tensor as dpt
-import numpy as np
 from dpctl import SyclQueue
 from mpi4py import MPI
 from sklearn.datasets import load_digits

diff --git a/examples/sklearnex/kmeans_spmd.py b/examples/sklearnex/kmeans_spmd.py
@@ -14,10 +14,8 @@
 # limitations under the License.
 # ==============================================================================
 
-from warnings import warn
 
 import dpctl.tensor as dpt
-import numpy as np
 from dpctl import SyclQueue
 from mpi4py import MPI
 from sklearn.datasets import load_digits

diff --git a/examples/sklearnex/knn_bf_classification_dpnp.py b/examples/sklearnex/knn_bf_classification_dpnp.py
@@ -19,7 +19,6 @@
 
 import dpctl
 import dpnp
-import numpy as np
 from sklearn.datasets import make_classification
 from sklearn.metrics import accuracy_score
 from sklearn.model_selection import train_test_split

diff --git a/examples/sklearnex/knn_bf_classification_spmd.py b/examples/sklearnex/knn_bf_classification_spmd.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ==============================================================================
 
-from warnings import warn
 
 import dpctl
 import dpctl.tensor as dpt

diff --git a/examples/sklearnex/knn_bf_regression_spmd.py b/examples/sklearnex/knn_bf_regression_spmd.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ==============================================================================
 
-from warnings import warn
 
 import dpctl
 import dpctl.tensor as dpt

diff --git a/examples/sklearnex/logistic_regression_spmd.py b/examples/sklearnex/logistic_regression_spmd.py
@@ -14,14 +14,12 @@
 # limitations under the License.
 # ==============================================================================
 
-from warnings import warn
 
 import dpctl
 import dpctl.tensor as dpt
 import numpy as np
 from mpi4py import MPI
 from scipy.special import expit
-from sklearn.datasets import make_classification
 from sklearn.metrics import accuracy_score
 from sklearn.model_selection import train_test_split
 

diff --git a/examples/sklearnex/n_jobs.py b/examples/sklearnex/n_jobs.py
@@ -25,7 +25,6 @@
 patch_sklearn()
 
 # Remaining non modified scikit-learn code
-import numpy as np
 from sklearn.datasets import make_blobs
 from sklearn.preprocessing import StandardScaler
 

diff --git a/examples/sklearnex/patch_sklearn.py b/examples/sklearnex/patch_sklearn.py
@@ -31,7 +31,6 @@
 unpatch_sklearn()
 
 # Direct import of functions in way aligned with scikit-learn
-from sklearnex.neighbors import NearestNeighbors
 
 # Patching can be enabled for selected algorithms/estimators only
 patch_sklearn(["DBSCAN"])

diff --git a/examples/sklearnex/random_forest_classifier_dpctl.py b/examples/sklearnex/random_forest_classifier_dpctl.py
@@ -19,7 +19,6 @@
 
 import dpctl
 import dpctl.tensor as dpt
-import numpy as np
 from sklearn.datasets import make_classification
 from sklearn.model_selection import train_test_split
 

diff --git a/examples/sklearnex/random_forest_regressor_dpnp.py b/examples/sklearnex/random_forest_regressor_dpnp.py
@@ -18,7 +18,6 @@
 #    python ./random_forest_regressor_dpnp_batch.py
 
 import dpnp
-import numpy as np
 from sklearn.datasets import make_regression
 from sklearn.model_selection import train_test_split
 

diff --git a/generator/gen_daal4py.py b/generator/gen_daal4py.py
@@ -31,7 +31,6 @@
 from os.path import join as jp
 from shutil import copytree, rmtree
 from subprocess import call
-from sys import platform
 
 from .format import mk_var
 from .parse import parse_header, parse_version

diff --git a/onedal/basic_statistics/incremental_basic_statistics.py b/onedal/basic_statistics/incremental_basic_statistics.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ==============================================================================
 
-from abc import abstractmethod
 
 import numpy as np
 

diff --git a/onedal/cluster/dbscan.py b/onedal/cluster/dbscan.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ===============================================================================
 
-from abc import abstractmethod
 
 import numpy as np
 

diff --git a/onedal/cluster/kmeans.py b/onedal/cluster/kmeans.py
@@ -16,8 +16,7 @@
 
 import logging
 import warnings
-from abc import ABC, abstractmethod
-from types import ModuleType
+from abc import ABC
 
 import numpy as np
 

diff --git a/onedal/cluster/tests/test_dbscan.py b/onedal/cluster/tests/test_dbscan.py
@@ -17,7 +17,6 @@
 import numpy as np
 import pytest
 from sklearn.cluster import DBSCAN as DBSCAN_SKLEARN
-from sklearn.cluster.tests.common import generate_clustered_data
 
 from onedal.cluster import DBSCAN as ONEDAL_DBSCAN
 from onedal.tests.utils._device_selection import get_queues

diff --git a/onedal/common/_policy.py b/onedal/common/_policy.py
diff --git a/onedal/covariance/incremental_covariance.py b/onedal/covariance/incremental_covariance.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 # ===============================================================================
-from abc import abstractmethod
 
 import numpy as np