2024-11-04T02:33:36,299 Created temporary directory: /tmp/pip-build-tracker-3ayuaeb8 2024-11-04T02:33:36,300 Initialized build tracking at /tmp/pip-build-tracker-3ayuaeb8 2024-11-04T02:33:36,301 Created build tracker: /tmp/pip-build-tracker-3ayuaeb8 2024-11-04T02:33:36,302 Entered build tracker: /tmp/pip-build-tracker-3ayuaeb8 2024-11-04T02:33:36,302 Created temporary directory: /tmp/pip-wheel-y2a_g097 2024-11-04T02:33:36,306 Created temporary directory: /tmp/pip-ephem-wheel-cache-02d8ylwe 2024-11-04T02:33:36,349 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-11-04T02:33:36,352 2 location(s) to search for versions of feature-engine: 2024-11-04T02:33:36,352 * https://pypi.org/simple/feature-engine/ 2024-11-04T02:33:36,352 * https://www.piwheels.org/simple/feature-engine/ 2024-11-04T02:33:36,353 Fetching project page and analyzing links: https://pypi.org/simple/feature-engine/ 2024-11-04T02:33:36,354 Getting page https://pypi.org/simple/feature-engine/ 2024-11-04T02:33:36,355 Found index url https://pypi.org/simple/ 2024-11-04T02:33:36,580 Fetched page https://pypi.org/simple/feature-engine/ as application/vnd.pypi.simple.v1+json 2024-11-04T02:33:36,596 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/42/40/e33c1e25d9563f4154afd9d27cdbad414904fb48b086a24aa8908ad169dd/feature_engine-0.1-py3-none-any.whl (from https://pypi.org/simple/feature-engine/) 2024-11-04T02:33:36,597 Found link https://files.pythonhosted.org/packages/eb/08/f459db75cabbd962cd9fac0433701d9ce9f86cbb10f6229712188771e925/feature_engine-0.1.tar.gz (from https://pypi.org/simple/feature-engine/), version: 0.1 2024-11-04T02:33:36,598 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/3d/f8/de1f7aa7a45a209f7a59d6ae3bdfbdd34aca87b060fc61907892e45d19b2/feature_engine-0.1.1-py3-none-any.whl (from https://pypi.org/simple/feature-engine/) 2024-11-04T02:33:36,599 Found link https://files.pythonhosted.org/packages/d5/56/bd5327e4cef92849a3e79f9abf8fa566dac749a66234ede650c587967e4d/feature_engine-0.1.1.tar.gz (from https://pypi.org/simple/feature-engine/), version: 0.1.1 2024-11-04T02:33:36,599 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/90/c8/129d645beaf60d1b444d1af1d4aa2fd505e030159d8c7a6a12379284459b/feature_engine-0.2-py3-none-any.whl (from https://pypi.org/simple/feature-engine/) 2024-11-04T02:33:36,600 Found link https://files.pythonhosted.org/packages/e2/7d/e8d69e054425ef70782214bfff56501bbb929bc2e5fa2e3bdb4575636fee/feature_engine-0.2.tar.gz (from https://pypi.org/simple/feature-engine/), version: 0.2 2024-11-04T02:33:36,601 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/3f/be/c2ee5b18e60423f58e20749b40964fc49ce5c12a269fafed5933775f80f2/feature_engine-0.3.0-py3-none-any.whl (from https://pypi.org/simple/feature-engine/) 2024-11-04T02:33:36,602 Found 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https://files.pythonhosted.org/packages/57/cb/afbd5caa894ced21b8990b2b4bf7f6aea6ca392e787d8b37a542cb13a4e0/feature_engine-0.4.31-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,611 Found link https://files.pythonhosted.org/packages/66/d5/aadaf9b5f18af73ebb17fe5c5a4a4d56776964a2d347823a3c9c97329479/feature_engine-0.4.31.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0), version: 0.4.31 2024-11-04T02:33:36,612 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/4a/25/3c20177ae3b8bba5f18a2bc91cf885bfd0c39b6cb6fc659864e95c245956/feature_engine-0.5.0-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,613 Found link https://files.pythonhosted.org/packages/6d/40/929dcff10da081c512b5ca8cf3e9dbb0a3df5445271885b80cebbf15a876/feature_engine-0.5.0.tar.gz (from 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https://www.piwheels.org/simple/feature-engine/feature_engine-0.4.31-py2.py3-none-any.whl#sha256=93e6646bb61721ba27b2ab8c63da7c863e1670727e77cf6c095dac1266a457c9 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,856 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.4.3-py2.py3-none-any.whl#sha256=b3a2a65ba7fc82aba3f0706ecb5bb7f883792bf6c3ada365cac69cb8edc8adf6 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,857 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.4.2-py2.py3-none-any.whl#sha256=2dddac2c5cf92317dc38c296877548a65a7941ae1aeb7a81f8f707b62256111a (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,857 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.4.1-py3-none-any.whl#sha256=efac9a6ff778dcd0abbaad553578ba7863c5d2602597aea16e46bbd46da42dc0 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2024-11-04T02:33:36,858 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.3.1-py3-none-any.whl#sha256=24bd68dd78f8fe47a752e6978d3605495946f47028a154740e3c21d25f9c80ef (from https://www.piwheels.org/simple/feature-engine/) 2024-11-04T02:33:36,859 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.3.0-py3-none-any.whl#sha256=f6db8f6366aec3f69963bac9f1b9ac5d663774af35a79bc1bbed211ed14a3767 (from https://www.piwheels.org/simple/feature-engine/) 2024-11-04T02:33:36,859 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.2-py3-none-any.whl#sha256=2f82ed94596b10e10ea2ce17774d6d4c1f158eba17788e9a31548461c6119e7d (from https://www.piwheels.org/simple/feature-engine/) 2024-11-04T02:33:36,860 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.1.1-py3-none-any.whl#sha256=72921a7bea80ffdd0382021b5d86d01a4c8e769f16810d48cbbc7b2d70d60e27 (from https://www.piwheels.org/simple/feature-engine/) 2024-11-04T02:33:36,860 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-0.1-py3-none-any.whl#sha256=33cc9f4346cb44c62719393d94beb434b7fcbf5c86367a3455266b7b671a38f1 (from https://www.piwheels.org/simple/feature-engine/) 2024-11-04T02:33:36,861 Skipping link: not a file: https://www.piwheels.org/simple/feature-engine/ 2024-11-04T02:33:36,862 Skipping link: not a file: https://pypi.org/simple/feature-engine/ 2024-11-04T02:33:36,886 Given no hashes to check 1 links for project 'feature-engine': discarding no candidates 2024-11-04T02:33:36,888 Collecting feature-engine==1.8.2 2024-11-04T02:33:36,890 Created temporary directory: /tmp/pip-unpack-h6vfm9mt 2024-11-04T02:33:37,031 Downloading feature_engine-1.8.2.tar.gz (232 kB) 2024-11-04T02:33:37,605 Added feature-engine==1.8.2 from https://files.pythonhosted.org/packages/6e/fb/f00c5c3153d97faea382ee17ea26fc4cc6351e31bc9c0438da70c685faae/feature_engine-1.8.2.tar.gz to build tracker '/tmp/pip-build-tracker-3ayuaeb8' 2024-11-04T02:33:37,607 Running setup.py (path:/tmp/pip-wheel-y2a_g097/feature-engine_199805d6f21d41a9b919d4dae26a52b9/setup.py) egg_info for package feature-engine 2024-11-04T02:33:37,608 Created temporary directory: /tmp/pip-pip-egg-info-4upw77u1 2024-11-04T02:33:37,608 Preparing metadata (setup.py): started 2024-11-04T02:33:37,610 Running command python setup.py egg_info 2024-11-04T02:33:38,674 running egg_info 2024-11-04T02:33:38,701 creating /tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info 2024-11-04T02:33:38,702 writing /tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/PKG-INFO 2024-11-04T02:33:38,706 writing dependency_links to /tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/dependency_links.txt 2024-11-04T02:33:38,708 writing requirements to /tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/requires.txt 2024-11-04T02:33:38,709 writing top-level names to /tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/top_level.txt 2024-11-04T02:33:38,711 writing manifest file '/tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/SOURCES.txt' 2024-11-04T02:33:38,821 reading manifest file '/tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/SOURCES.txt' 2024-11-04T02:33:38,823 reading manifest template 'MANIFEST.in' 2024-11-04T02:33:38,826 warning: no files found matching '*.pkl' 2024-11-04T02:33:38,826 warning: manifest_maker: MANIFEST.in, line 4: 'recursive-include' expects ... 2024-11-04T02:33:38,828 warning: no files found matching 'LICENSE' 2024-11-04T02:33:38,829 warning: no previously-included files found matching '*.log' 2024-11-04T02:33:38,830 warning: no previously-included files matching '__pycache__' found under directory '*' 2024-11-04T02:33:38,831 warning: no previously-included files matching '*.py[co]' found under directory '*' 2024-11-04T02:33:38,832 adding license file 'LICENSE.md' 2024-11-04T02:33:38,838 writing manifest file '/tmp/pip-pip-egg-info-4upw77u1/feature_engine.egg-info/SOURCES.txt' 2024-11-04T02:33:38,949 Preparing metadata (setup.py): finished with status 'done' 2024-11-04T02:33:38,955 Source in /tmp/pip-wheel-y2a_g097/feature-engine_199805d6f21d41a9b919d4dae26a52b9 has version 1.8.2, which satisfies requirement feature-engine==1.8.2 from https://files.pythonhosted.org/packages/6e/fb/f00c5c3153d97faea382ee17ea26fc4cc6351e31bc9c0438da70c685faae/feature_engine-1.8.2.tar.gz 2024-11-04T02:33:38,956 Removed feature-engine==1.8.2 from https://files.pythonhosted.org/packages/6e/fb/f00c5c3153d97faea382ee17ea26fc4cc6351e31bc9c0438da70c685faae/feature_engine-1.8.2.tar.gz from build tracker '/tmp/pip-build-tracker-3ayuaeb8' 2024-11-04T02:33:38,965 Created temporary directory: /tmp/pip-unpack-ar1f8sob 2024-11-04T02:33:38,966 Created temporary directory: /tmp/pip-unpack-3k7yxuxw 2024-11-04T02:33:38,966 Building wheels for collected packages: feature-engine 2024-11-04T02:33:38,971 Created temporary directory: /tmp/pip-wheel-on3fe8xx 2024-11-04T02:33:38,971 Building wheel for feature-engine (setup.py): started 2024-11-04T02:33:38,973 Destination directory: /tmp/pip-wheel-on3fe8xx 2024-11-04T02:33:38,974 Running command python setup.py bdist_wheel 2024-11-04T02:33:39,993 running bdist_wheel 2024-11-04T02:33:40,125 running build 2024-11-04T02:33:40,125 running build_py 2024-11-04T02:33:40,156 creating build/lib/feature_engine 2024-11-04T02:33:40,158 copying feature_engine/tags.py -> build/lib/feature_engine 2024-11-04T02:33:40,161 copying feature_engine/dataframe_checks.py -> build/lib/feature_engine 2024-11-04T02:33:40,164 copying feature_engine/__init__.py -> build/lib/feature_engine 2024-11-04T02:33:40,167 creating build/lib/feature_engine/datetime 2024-11-04T02:33:40,168 copying feature_engine/datetime/_datetime_constants.py -> build/lib/feature_engine/datetime 2024-11-04T02:33:40,171 copying feature_engine/datetime/__init__.py -> build/lib/feature_engine/datetime 2024-11-04T02:33:40,172 copying feature_engine/datetime/datetime_subtraction.py -> build/lib/feature_engine/datetime 2024-11-04T02:33:40,175 copying feature_engine/datetime/datetime.py -> build/lib/feature_engine/datetime 2024-11-04T02:33:40,178 creating build/lib/feature_engine/preprocessing 2024-11-04T02:33:40,179 copying feature_engine/preprocessing/__init__.py -> build/lib/feature_engine/preprocessing 2024-11-04T02:33:40,181 copying feature_engine/preprocessing/match_categories.py -> build/lib/feature_engine/preprocessing 2024-11-04T02:33:40,184 copying feature_engine/preprocessing/match_columns.py -> build/lib/feature_engine/preprocessing 2024-11-04T02:33:40,187 creating build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,188 copying feature_engine/variable_handling/retain_variables.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,190 copying feature_engine/variable_handling/__init__.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,191 copying feature_engine/variable_handling/dtypes.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,193 copying feature_engine/variable_handling/check_variables.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,195 copying feature_engine/variable_handling/find_variables.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,198 copying feature_engine/variable_handling/_variable_type_checks.py -> build/lib/feature_engine/variable_handling 2024-11-04T02:33:40,200 creating build/lib/feature_engine/imputation 2024-11-04T02:33:40,201 copying feature_engine/imputation/categorical.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,204 copying feature_engine/imputation/missing_indicator.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,206 copying feature_engine/imputation/drop_missing_data.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,209 copying feature_engine/imputation/arbitrary_number.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,211 copying feature_engine/imputation/__init__.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,213 copying feature_engine/imputation/mean_median.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,215 copying feature_engine/imputation/end_tail.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,217 copying feature_engine/imputation/base_imputer.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,219 copying feature_engine/imputation/random_sample.py -> build/lib/feature_engine/imputation 2024-11-04T02:33:40,222 creating build/lib/feature_engine/_docstrings 2024-11-04T02:33:40,224 copying feature_engine/_docstrings/fit_attributes.py -> build/lib/feature_engine/_docstrings 2024-11-04T02:33:40,226 copying feature_engine/_docstrings/methods.py -> build/lib/feature_engine/_docstrings 2024-11-04T02:33:40,228 copying feature_engine/_docstrings/__init__.py -> build/lib/feature_engine/_docstrings 2024-11-04T02:33:40,230 copying feature_engine/_docstrings/substitute.py -> build/lib/feature_engine/_docstrings 2024-11-04T02:33:40,232 creating build/lib/feature_engine/_prediction 2024-11-04T02:33:40,234 copying feature_engine/_prediction/base_predictor.py -> build/lib/feature_engine/_prediction 2024-11-04T02:33:40,236 copying feature_engine/_prediction/__init__.py -> build/lib/feature_engine/_prediction 2024-11-04T02:33:40,238 copying feature_engine/_prediction/target_mean_regressor.py -> build/lib/feature_engine/_prediction 2024-11-04T02:33:40,239 copying feature_engine/_prediction/target_mean_classifier.py -> build/lib/feature_engine/_prediction 2024-11-04T02:33:40,242 creating build/lib/feature_engine/discretisation 2024-11-04T02:33:40,243 copying feature_engine/discretisation/decision_tree.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,246 copying feature_engine/discretisation/arbitrary.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,248 copying feature_engine/discretisation/__init__.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,250 copying feature_engine/discretisation/equal_width.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,252 copying feature_engine/discretisation/base_discretiser.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,254 copying feature_engine/discretisation/geometric_width.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,256 copying feature_engine/discretisation/equal_frequency.py -> build/lib/feature_engine/discretisation 2024-11-04T02:33:40,259 creating build/lib/feature_engine/outliers 2024-11-04T02:33:40,261 copying feature_engine/outliers/artbitrary.py -> build/lib/feature_engine/outliers 2024-11-04T02:33:40,265 copying feature_engine/outliers/trimmer.py -> build/lib/feature_engine/outliers 2024-11-04T02:33:40,271 copying feature_engine/outliers/__init__.py -> build/lib/feature_engine/outliers 2024-11-04T02:33:40,274 copying feature_engine/outliers/winsorizer.py -> build/lib/feature_engine/outliers 2024-11-04T02:33:40,276 copying feature_engine/outliers/base_outlier.py -> build/lib/feature_engine/outliers 2024-11-04T02:33:40,279 creating build/lib/feature_engine/timeseries 2024-11-04T02:33:40,280 copying feature_engine/timeseries/__init__.py -> build/lib/feature_engine/timeseries 2024-11-04T02:33:40,282 creating build/lib/feature_engine/transformation 2024-11-04T02:33:40,283 copying feature_engine/transformation/yeojohnson.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,286 copying feature_engine/transformation/boxcox.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,288 copying feature_engine/transformation/reciprocal.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,291 copying feature_engine/transformation/__init__.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,292 copying feature_engine/transformation/power.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,294 copying feature_engine/transformation/arcsin.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,297 copying feature_engine/transformation/log.py -> build/lib/feature_engine/transformation 2024-11-04T02:33:40,300 creating build/lib/feature_engine/creation 2024-11-04T02:33:40,301 copying feature_engine/creation/cyclical_features.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,303 copying feature_engine/creation/__init__.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,305 copying feature_engine/creation/decision_tree_features.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,307 copying feature_engine/creation/base_creation.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,310 copying feature_engine/creation/math_features.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,312 copying feature_engine/creation/relative_features.py -> build/lib/feature_engine/creation 2024-11-04T02:33:40,315 creating build/lib/feature_engine/datasets 2024-11-04T02:33:40,316 copying feature_engine/datasets/__init__.py -> build/lib/feature_engine/datasets 2024-11-04T02:33:40,318 copying feature_engine/datasets/titanic.py -> build/lib/feature_engine/datasets 2024-11-04T02:33:40,321 creating build/lib/feature_engine/scaling 2024-11-04T02:33:40,322 copying feature_engine/scaling/__init__.py -> build/lib/feature_engine/scaling 2024-11-04T02:33:40,323 copying feature_engine/scaling/mean_normalization.py -> build/lib/feature_engine/scaling 2024-11-04T02:33:40,326 creating build/lib/feature_engine/encoding 2024-11-04T02:33:40,327 copying feature_engine/encoding/similarity_encoder.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,330 copying feature_engine/encoding/rare_label.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,332 copying feature_engine/encoding/count_frequency.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,334 copying feature_engine/encoding/woe.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,337 copying feature_engine/encoding/decision_tree.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,339 copying feature_engine/encoding/ordinal.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,343 copying feature_engine/encoding/__init__.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,345 copying feature_engine/encoding/mean_encoding.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,347 copying feature_engine/encoding/base_encoder.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,349 copying feature_engine/encoding/one_hot.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,351 copying feature_engine/encoding/_helper_functions.py -> build/lib/feature_engine/encoding 2024-11-04T02:33:40,354 creating build/lib/feature_engine/wrappers 2024-11-04T02:33:40,356 copying feature_engine/wrappers/__init__.py -> build/lib/feature_engine/wrappers 2024-11-04T02:33:40,359 copying feature_engine/wrappers/wrappers.py -> build/lib/feature_engine/wrappers 2024-11-04T02:33:40,363 creating build/lib/feature_engine/pipeline 2024-11-04T02:33:40,364 copying feature_engine/pipeline/__init__.py -> build/lib/feature_engine/pipeline 2024-11-04T02:33:40,368 copying feature_engine/pipeline/pipeline.py -> build/lib/feature_engine/pipeline 2024-11-04T02:33:40,372 creating build/lib/feature_engine/selection 2024-11-04T02:33:40,373 copying feature_engine/selection/shuffle_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,376 copying feature_engine/selection/mrmr.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,378 copying feature_engine/selection/probe_feature_selection.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,380 copying feature_engine/selection/base_recursive_selector.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,383 copying feature_engine/selection/information_value.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,385 copying feature_engine/selection/drop_psi_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,388 copying feature_engine/selection/drop_constant_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,390 copying feature_engine/selection/base_selector.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,392 copying feature_engine/selection/drop_duplicate_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,395 copying feature_engine/selection/drop_correlated_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,397 copying feature_engine/selection/single_feature_performance.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,399 copying feature_engine/selection/__init__.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,401 copying feature_engine/selection/base_selection_functions.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,403 copying feature_engine/selection/_selection_constants.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,405 copying feature_engine/selection/target_mean_selection.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,407 copying feature_engine/selection/drop_features.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,410 copying feature_engine/selection/smart_correlation_selection.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,412 copying feature_engine/selection/recursive_feature_addition.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,415 copying feature_engine/selection/recursive_feature_elimination.py -> build/lib/feature_engine/selection 2024-11-04T02:33:40,418 creating build/lib/feature_engine/_base_transformers 2024-11-04T02:33:40,419 copying feature_engine/_base_transformers/base_numerical.py -> build/lib/feature_engine/_base_transformers 2024-11-04T02:33:40,421 copying feature_engine/_base_transformers/__init__.py -> build/lib/feature_engine/_base_transformers 2024-11-04T02:33:40,422 copying feature_engine/_base_transformers/mixins.py -> build/lib/feature_engine/_base_transformers 2024-11-04T02:33:40,425 creating build/lib/feature_engine/_check_init_parameters 2024-11-04T02:33:40,426 copying feature_engine/_check_init_parameters/check_input_dictionary.py -> build/lib/feature_engine/_check_init_parameters 2024-11-04T02:33:40,428 copying feature_engine/_check_init_parameters/check_init_input_params.py -> build/lib/feature_engine/_check_init_parameters 2024-11-04T02:33:40,430 copying feature_engine/_check_init_parameters/__init__.py -> build/lib/feature_engine/_check_init_parameters 2024-11-04T02:33:40,431 copying feature_engine/_check_init_parameters/check_variables.py -> build/lib/feature_engine/_check_init_parameters 2024-11-04T02:33:40,434 creating build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,435 copying feature_engine/_docstrings/init_parameters/encoders.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,437 copying feature_engine/_docstrings/init_parameters/outliers.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,439 copying feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,440 copying feature_engine/_docstrings/init_parameters/discretisers.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,442 copying feature_engine/_docstrings/init_parameters/__init__.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,444 copying feature_engine/_docstrings/init_parameters/creation.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,446 copying feature_engine/_docstrings/init_parameters/selection.py -> build/lib/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,448 creating build/lib/feature_engine/_docstrings/selection 2024-11-04T02:33:40,450 copying feature_engine/_docstrings/selection/__init__.py -> build/lib/feature_engine/_docstrings/selection 2024-11-04T02:33:40,452 copying feature_engine/_docstrings/selection/_docstring.py -> build/lib/feature_engine/_docstrings/selection 2024-11-04T02:33:40,454 creating build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,455 copying feature_engine/timeseries/forecasting/expanding_window_features.py -> build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,458 copying feature_engine/timeseries/forecasting/window_features.py -> build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,461 copying feature_engine/timeseries/forecasting/__init__.py -> build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,463 copying feature_engine/timeseries/forecasting/lag_features.py -> build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,466 copying feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/lib/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,468 running egg_info 2024-11-04T02:33:40,495 writing feature_engine.egg-info/PKG-INFO 2024-11-04T02:33:40,498 writing dependency_links to feature_engine.egg-info/dependency_links.txt 2024-11-04T02:33:40,500 writing requirements to feature_engine.egg-info/requires.txt 2024-11-04T02:33:40,501 writing top-level names to feature_engine.egg-info/top_level.txt 2024-11-04T02:33:40,553 reading manifest file 'feature_engine.egg-info/SOURCES.txt' 2024-11-04T02:33:40,585 reading manifest template 'MANIFEST.in' 2024-11-04T02:33:40,588 warning: no files found matching '*.pkl' 2024-11-04T02:33:40,588 warning: manifest_maker: MANIFEST.in, line 4: 'recursive-include' expects ... 2024-11-04T02:33:40,589 warning: no files found matching 'LICENSE' 2024-11-04T02:33:40,590 warning: no previously-included files found matching '*.log' 2024-11-04T02:33:40,592 warning: no previously-included files matching '__pycache__' found under directory '*' 2024-11-04T02:33:40,593 warning: no previously-included files matching '*.py[co]' found under directory '*' 2024-11-04T02:33:40,593 adding license file 'LICENSE.md' 2024-11-04T02:33:40,606 writing manifest file 'feature_engine.egg-info/SOURCES.txt' 2024-11-04T02:33:40,621 copying feature_engine/VERSION -> build/lib/feature_engine 2024-11-04T02:33:40,660 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-11-04T02:33:40,660 !! 2024-11-04T02:33:40,661 ******************************************************************************** 2024-11-04T02:33:40,662 Please avoid running ``setup.py`` directly. 2024-11-04T02:33:40,662 Instead, use pypa/build, pypa/installer or other 2024-11-04T02:33:40,663 standards-based tools. 2024-11-04T02:33:40,664 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-11-04T02:33:40,665 ******************************************************************************** 2024-11-04T02:33:40,666 !! 2024-11-04T02:33:40,666 self.initialize_options() 2024-11-04T02:33:40,687 installing to build/bdist.linux-armv7l/wheel 2024-11-04T02:33:40,688 running install 2024-11-04T02:33:40,712 running install_lib 2024-11-04T02:33:40,739 creating build/bdist.linux-armv7l/wheel 2024-11-04T02:33:40,742 creating build/bdist.linux-armv7l/wheel/feature_engine 2024-11-04T02:33:40,744 copying build/lib/feature_engine/VERSION -> build/bdist.linux-armv7l/wheel/./feature_engine 2024-11-04T02:33:40,747 creating build/bdist.linux-armv7l/wheel/feature_engine/datetime 2024-11-04T02:33:40,748 copying build/lib/feature_engine/datetime/_datetime_constants.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2024-11-04T02:33:40,751 copying build/lib/feature_engine/datetime/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2024-11-04T02:33:40,753 copying build/lib/feature_engine/datetime/datetime_subtraction.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2024-11-04T02:33:40,756 copying build/lib/feature_engine/datetime/datetime.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2024-11-04T02:33:40,759 creating build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2024-11-04T02:33:40,760 copying build/lib/feature_engine/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2024-11-04T02:33:40,761 copying build/lib/feature_engine/preprocessing/match_categories.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2024-11-04T02:33:40,764 copying build/lib/feature_engine/preprocessing/match_columns.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2024-11-04T02:33:40,767 creating build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2024-11-04T02:33:40,768 copying build/lib/feature_engine/variable_handling/retain_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,770 copying build/lib/feature_engine/variable_handling/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,772 copying build/lib/feature_engine/variable_handling/dtypes.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,774 copying build/lib/feature_engine/variable_handling/check_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,776 copying build/lib/feature_engine/variable_handling/find_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,778 copying build/lib/feature_engine/variable_handling/_variable_type_checks.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2024-11-04T02:33:40,780 creating build/bdist.linux-armv7l/wheel/feature_engine/imputation 2024-11-04T02:33:40,782 copying build/lib/feature_engine/imputation/categorical.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,784 copying build/lib/feature_engine/imputation/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,786 copying build/lib/feature_engine/imputation/drop_missing_data.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,788 copying build/lib/feature_engine/imputation/arbitrary_number.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,791 copying build/lib/feature_engine/imputation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,794 copying build/lib/feature_engine/imputation/mean_median.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,795 copying build/lib/feature_engine/imputation/end_tail.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,797 copying build/lib/feature_engine/imputation/base_imputer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,799 copying build/lib/feature_engine/imputation/random_sample.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2024-11-04T02:33:40,802 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2024-11-04T02:33:40,803 copying build/lib/feature_engine/_docstrings/fit_attributes.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2024-11-04T02:33:40,805 copying build/lib/feature_engine/_docstrings/methods.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2024-11-04T02:33:40,807 copying build/lib/feature_engine/_docstrings/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2024-11-04T02:33:40,808 copying build/lib/feature_engine/_docstrings/substitute.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2024-11-04T02:33:40,812 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,813 copying build/lib/feature_engine/_docstrings/init_parameters/encoders.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,815 copying build/lib/feature_engine/_docstrings/init_parameters/outliers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,817 copying build/lib/feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,819 copying build/lib/feature_engine/_docstrings/init_parameters/discretisers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,821 copying build/lib/feature_engine/_docstrings/init_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,822 copying build/lib/feature_engine/_docstrings/init_parameters/creation.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,824 copying build/lib/feature_engine/_docstrings/init_parameters/selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2024-11-04T02:33:40,826 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/selection 2024-11-04T02:33:40,828 copying build/lib/feature_engine/_docstrings/selection/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/selection 2024-11-04T02:33:40,829 copying build/lib/feature_engine/_docstrings/selection/_docstring.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/selection 2024-11-04T02:33:40,832 creating build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2024-11-04T02:33:40,833 copying build/lib/feature_engine/_prediction/base_predictor.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2024-11-04T02:33:40,835 copying build/lib/feature_engine/_prediction/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2024-11-04T02:33:40,836 copying build/lib/feature_engine/_prediction/target_mean_regressor.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2024-11-04T02:33:40,838 copying build/lib/feature_engine/_prediction/target_mean_classifier.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2024-11-04T02:33:40,840 copying build/lib/feature_engine/tags.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2024-11-04T02:33:40,842 copying build/lib/feature_engine/dataframe_checks.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2024-11-04T02:33:40,845 creating build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2024-11-04T02:33:40,846 copying build/lib/feature_engine/discretisation/decision_tree.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,849 copying build/lib/feature_engine/discretisation/arbitrary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,855 copying build/lib/feature_engine/discretisation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,860 copying build/lib/feature_engine/discretisation/equal_width.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,862 copying build/lib/feature_engine/discretisation/base_discretiser.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,864 copying build/lib/feature_engine/discretisation/geometric_width.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,866 copying build/lib/feature_engine/discretisation/equal_frequency.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2024-11-04T02:33:40,868 copying build/lib/feature_engine/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2024-11-04T02:33:40,871 creating build/bdist.linux-armv7l/wheel/feature_engine/outliers 2024-11-04T02:33:40,872 copying build/lib/feature_engine/outliers/artbitrary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2024-11-04T02:33:40,875 copying build/lib/feature_engine/outliers/trimmer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2024-11-04T02:33:40,877 copying build/lib/feature_engine/outliers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2024-11-04T02:33:40,879 copying build/lib/feature_engine/outliers/winsorizer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2024-11-04T02:33:40,881 copying build/lib/feature_engine/outliers/base_outlier.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2024-11-04T02:33:40,887 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries 2024-11-04T02:33:40,890 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2024-11-04T02:33:40,894 copying build/lib/feature_engine/timeseries/forecasting/expanding_window_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2024-11-04T02:33:40,896 copying build/lib/feature_engine/timeseries/forecasting/window_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2024-11-04T02:33:40,898 copying build/lib/feature_engine/timeseries/forecasting/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2024-11-04T02:33:40,901 copying build/lib/feature_engine/timeseries/forecasting/lag_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2024-11-04T02:33:40,903 copying build/lib/feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2024-11-04T02:33:40,905 copying build/lib/feature_engine/timeseries/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries 2024-11-04T02:33:40,907 creating build/bdist.linux-armv7l/wheel/feature_engine/transformation 2024-11-04T02:33:40,908 copying build/lib/feature_engine/transformation/yeojohnson.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,911 copying build/lib/feature_engine/transformation/boxcox.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,913 copying build/lib/feature_engine/transformation/reciprocal.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,915 copying build/lib/feature_engine/transformation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,917 copying build/lib/feature_engine/transformation/power.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,919 copying build/lib/feature_engine/transformation/arcsin.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,921 copying build/lib/feature_engine/transformation/log.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2024-11-04T02:33:40,924 creating build/bdist.linux-armv7l/wheel/feature_engine/creation 2024-11-04T02:33:40,926 copying build/lib/feature_engine/creation/cyclical_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,929 copying build/lib/feature_engine/creation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,931 copying build/lib/feature_engine/creation/decision_tree_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,935 copying build/lib/feature_engine/creation/base_creation.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,938 copying build/lib/feature_engine/creation/math_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,941 copying build/lib/feature_engine/creation/relative_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2024-11-04T02:33:40,944 creating build/bdist.linux-armv7l/wheel/feature_engine/datasets 2024-11-04T02:33:40,945 copying build/lib/feature_engine/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datasets 2024-11-04T02:33:40,947 copying build/lib/feature_engine/datasets/titanic.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datasets 2024-11-04T02:33:40,951 creating build/bdist.linux-armv7l/wheel/feature_engine/scaling 2024-11-04T02:33:40,953 copying build/lib/feature_engine/scaling/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/scaling 2024-11-04T02:33:40,955 copying build/lib/feature_engine/scaling/mean_normalization.py -> build/bdist.linux-armv7l/wheel/./feature_engine/scaling 2024-11-04T02:33:40,958 creating build/bdist.linux-armv7l/wheel/feature_engine/encoding 2024-11-04T02:33:40,959 copying build/lib/feature_engine/encoding/similarity_encoder.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,962 copying build/lib/feature_engine/encoding/rare_label.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,964 copying build/lib/feature_engine/encoding/count_frequency.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,967 copying build/lib/feature_engine/encoding/woe.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,971 copying build/lib/feature_engine/encoding/decision_tree.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,973 copying build/lib/feature_engine/encoding/ordinal.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,975 copying build/lib/feature_engine/encoding/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,978 copying build/lib/feature_engine/encoding/mean_encoding.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,982 copying build/lib/feature_engine/encoding/base_encoder.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,988 copying build/lib/feature_engine/encoding/one_hot.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,992 copying build/lib/feature_engine/encoding/_helper_functions.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2024-11-04T02:33:40,995 creating build/bdist.linux-armv7l/wheel/feature_engine/wrappers 2024-11-04T02:33:40,996 copying build/lib/feature_engine/wrappers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/wrappers 2024-11-04T02:33:40,998 copying build/lib/feature_engine/wrappers/wrappers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/wrappers 2024-11-04T02:33:41,001 creating build/bdist.linux-armv7l/wheel/feature_engine/pipeline 2024-11-04T02:33:41,002 copying build/lib/feature_engine/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/pipeline 2024-11-04T02:33:41,004 copying build/lib/feature_engine/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./feature_engine/pipeline 2024-11-04T02:33:41,007 creating build/bdist.linux-armv7l/wheel/feature_engine/selection 2024-11-04T02:33:41,008 copying build/lib/feature_engine/selection/shuffle_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,011 copying build/lib/feature_engine/selection/mrmr.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,013 copying build/lib/feature_engine/selection/probe_feature_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,015 copying build/lib/feature_engine/selection/base_recursive_selector.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,018 copying build/lib/feature_engine/selection/information_value.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,020 copying build/lib/feature_engine/selection/drop_psi_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,023 copying build/lib/feature_engine/selection/drop_constant_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,025 copying build/lib/feature_engine/selection/base_selector.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,027 copying build/lib/feature_engine/selection/drop_duplicate_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,029 copying build/lib/feature_engine/selection/drop_correlated_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,031 copying build/lib/feature_engine/selection/single_feature_performance.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,034 copying build/lib/feature_engine/selection/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,036 copying build/lib/feature_engine/selection/base_selection_functions.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,038 copying build/lib/feature_engine/selection/_selection_constants.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,040 copying build/lib/feature_engine/selection/target_mean_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,043 copying build/lib/feature_engine/selection/drop_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,044 copying build/lib/feature_engine/selection/smart_correlation_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,046 copying build/lib/feature_engine/selection/recursive_feature_addition.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,048 copying build/lib/feature_engine/selection/recursive_feature_elimination.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2024-11-04T02:33:41,051 creating build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2024-11-04T02:33:41,052 copying build/lib/feature_engine/_base_transformers/base_numerical.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2024-11-04T02:33:41,054 copying build/lib/feature_engine/_base_transformers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2024-11-04T02:33:41,055 copying build/lib/feature_engine/_base_transformers/mixins.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2024-11-04T02:33:41,058 creating build/bdist.linux-armv7l/wheel/feature_engine/_check_init_parameters 2024-11-04T02:33:41,059 copying build/lib/feature_engine/_check_init_parameters/check_input_dictionary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2024-11-04T02:33:41,061 copying build/lib/feature_engine/_check_init_parameters/check_init_input_params.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2024-11-04T02:33:41,062 copying build/lib/feature_engine/_check_init_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2024-11-04T02:33:41,064 copying build/lib/feature_engine/_check_init_parameters/check_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2024-11-04T02:33:41,065 running install_egg_info 2024-11-04T02:33:41,098 Copying feature_engine.egg-info to build/bdist.linux-armv7l/wheel/./feature_engine-1.8.2-py3.11.egg-info 2024-11-04T02:33:41,110 running install_scripts 2024-11-04T02:33:41,126 creating build/bdist.linux-armv7l/wheel/feature_engine-1.8.2.dist-info/WHEEL 2024-11-04T02:33:41,128 creating '/tmp/pip-wheel-on3fe8xx/feature_engine-1.8.2-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-11-04T02:33:41,131 adding 'feature_engine/VERSION' 2024-11-04T02:33:41,132 adding 'feature_engine/__init__.py' 2024-11-04T02:33:41,134 adding 'feature_engine/dataframe_checks.py' 2024-11-04T02:33:41,136 adding 'feature_engine/tags.py' 2024-11-04T02:33:41,137 adding 'feature_engine/_base_transformers/__init__.py' 2024-11-04T02:33:41,139 adding 'feature_engine/_base_transformers/base_numerical.py' 2024-11-04T02:33:41,141 adding 'feature_engine/_base_transformers/mixins.py' 2024-11-04T02:33:41,143 adding 'feature_engine/_check_init_parameters/__init__.py' 2024-11-04T02:33:41,144 adding 'feature_engine/_check_init_parameters/check_init_input_params.py' 2024-11-04T02:33:41,145 adding 'feature_engine/_check_init_parameters/check_input_dictionary.py' 2024-11-04T02:33:41,147 adding 'feature_engine/_check_init_parameters/check_variables.py' 2024-11-04T02:33:41,148 adding 'feature_engine/_docstrings/__init__.py' 2024-11-04T02:33:41,150 adding 'feature_engine/_docstrings/fit_attributes.py' 2024-11-04T02:33:41,151 adding 'feature_engine/_docstrings/methods.py' 2024-11-04T02:33:41,152 adding 'feature_engine/_docstrings/substitute.py' 2024-11-04T02:33:41,154 adding 'feature_engine/_docstrings/init_parameters/__init__.py' 2024-11-04T02:33:41,155 adding 'feature_engine/_docstrings/init_parameters/all_trasnformers.py' 2024-11-04T02:33:41,157 adding 'feature_engine/_docstrings/init_parameters/creation.py' 2024-11-04T02:33:41,158 adding 'feature_engine/_docstrings/init_parameters/discretisers.py' 2024-11-04T02:33:41,159 adding 'feature_engine/_docstrings/init_parameters/encoders.py' 2024-11-04T02:33:41,160 adding 'feature_engine/_docstrings/init_parameters/outliers.py' 2024-11-04T02:33:41,161 adding 'feature_engine/_docstrings/init_parameters/selection.py' 2024-11-04T02:33:41,163 adding 'feature_engine/_docstrings/selection/__init__.py' 2024-11-04T02:33:41,164 adding 'feature_engine/_docstrings/selection/_docstring.py' 2024-11-04T02:33:41,166 adding 'feature_engine/_prediction/__init__.py' 2024-11-04T02:33:41,167 adding 'feature_engine/_prediction/base_predictor.py' 2024-11-04T02:33:41,169 adding 'feature_engine/_prediction/target_mean_classifier.py' 2024-11-04T02:33:41,170 adding 'feature_engine/_prediction/target_mean_regressor.py' 2024-11-04T02:33:41,172 adding 'feature_engine/creation/__init__.py' 2024-11-04T02:33:41,173 adding 'feature_engine/creation/base_creation.py' 2024-11-04T02:33:41,175 adding 'feature_engine/creation/cyclical_features.py' 2024-11-04T02:33:41,177 adding 'feature_engine/creation/decision_tree_features.py' 2024-11-04T02:33:41,179 adding 'feature_engine/creation/math_features.py' 2024-11-04T02:33:41,181 adding 'feature_engine/creation/relative_features.py' 2024-11-04T02:33:41,182 adding 'feature_engine/datasets/__init__.py' 2024-11-04T02:33:41,184 adding 'feature_engine/datasets/titanic.py' 2024-11-04T02:33:41,185 adding 'feature_engine/datetime/__init__.py' 2024-11-04T02:33:41,187 adding 'feature_engine/datetime/_datetime_constants.py' 2024-11-04T02:33:41,189 adding 'feature_engine/datetime/datetime.py' 2024-11-04T02:33:41,191 adding 'feature_engine/datetime/datetime_subtraction.py' 2024-11-04T02:33:41,193 adding 'feature_engine/discretisation/__init__.py' 2024-11-04T02:33:41,194 adding 'feature_engine/discretisation/arbitrary.py' 2024-11-04T02:33:41,196 adding 'feature_engine/discretisation/base_discretiser.py' 2024-11-04T02:33:41,198 adding 'feature_engine/discretisation/decision_tree.py' 2024-11-04T02:33:41,199 adding 'feature_engine/discretisation/equal_frequency.py' 2024-11-04T02:33:41,201 adding 'feature_engine/discretisation/equal_width.py' 2024-11-04T02:33:41,202 adding 'feature_engine/discretisation/geometric_width.py' 2024-11-04T02:33:41,204 adding 'feature_engine/encoding/__init__.py' 2024-11-04T02:33:41,205 adding 'feature_engine/encoding/_helper_functions.py' 2024-11-04T02:33:41,207 adding 'feature_engine/encoding/base_encoder.py' 2024-11-04T02:33:41,209 adding 'feature_engine/encoding/count_frequency.py' 2024-11-04T02:33:41,211 adding 'feature_engine/encoding/decision_tree.py' 2024-11-04T02:33:41,213 adding 'feature_engine/encoding/mean_encoding.py' 2024-11-04T02:33:41,215 adding 'feature_engine/encoding/one_hot.py' 2024-11-04T02:33:41,217 adding 'feature_engine/encoding/ordinal.py' 2024-11-04T02:33:41,219 adding 'feature_engine/encoding/rare_label.py' 2024-11-04T02:33:41,221 adding 'feature_engine/encoding/similarity_encoder.py' 2024-11-04T02:33:41,223 adding 'feature_engine/encoding/woe.py' 2024-11-04T02:33:41,225 adding 'feature_engine/imputation/__init__.py' 2024-11-04T02:33:41,226 adding 'feature_engine/imputation/arbitrary_number.py' 2024-11-04T02:33:41,228 adding 'feature_engine/imputation/base_imputer.py' 2024-11-04T02:33:41,230 adding 'feature_engine/imputation/categorical.py' 2024-11-04T02:33:41,232 adding 'feature_engine/imputation/drop_missing_data.py' 2024-11-04T02:33:41,233 adding 'feature_engine/imputation/end_tail.py' 2024-11-04T02:33:41,235 adding 'feature_engine/imputation/mean_median.py' 2024-11-04T02:33:41,237 adding 'feature_engine/imputation/missing_indicator.py' 2024-11-04T02:33:41,238 adding 'feature_engine/imputation/random_sample.py' 2024-11-04T02:33:41,240 adding 'feature_engine/outliers/__init__.py' 2024-11-04T02:33:41,242 adding 'feature_engine/outliers/artbitrary.py' 2024-11-04T02:33:41,244 adding 'feature_engine/outliers/base_outlier.py' 2024-11-04T02:33:41,245 adding 'feature_engine/outliers/trimmer.py' 2024-11-04T02:33:41,247 adding 'feature_engine/outliers/winsorizer.py' 2024-11-04T02:33:41,248 adding 'feature_engine/pipeline/__init__.py' 2024-11-04T02:33:41,251 adding 'feature_engine/pipeline/pipeline.py' 2024-11-04T02:33:41,253 adding 'feature_engine/preprocessing/__init__.py' 2024-11-04T02:33:41,254 adding 'feature_engine/preprocessing/match_categories.py' 2024-11-04T02:33:41,256 adding 'feature_engine/preprocessing/match_columns.py' 2024-11-04T02:33:41,257 adding 'feature_engine/scaling/__init__.py' 2024-11-04T02:33:41,259 adding 'feature_engine/scaling/mean_normalization.py' 2024-11-04T02:33:41,261 adding 'feature_engine/selection/__init__.py' 2024-11-04T02:33:41,262 adding 'feature_engine/selection/_selection_constants.py' 2024-11-04T02:33:41,263 adding 'feature_engine/selection/base_recursive_selector.py' 2024-11-04T02:33:41,265 adding 'feature_engine/selection/base_selection_functions.py' 2024-11-04T02:33:41,266 adding 'feature_engine/selection/base_selector.py' 2024-11-04T02:33:41,268 adding 'feature_engine/selection/drop_constant_features.py' 2024-11-04T02:33:41,270 adding 'feature_engine/selection/drop_correlated_features.py' 2024-11-04T02:33:41,271 adding 'feature_engine/selection/drop_duplicate_features.py' 2024-11-04T02:33:41,273 adding 'feature_engine/selection/drop_features.py' 2024-11-04T02:33:41,276 adding 'feature_engine/selection/drop_psi_features.py' 2024-11-04T02:33:41,278 adding 'feature_engine/selection/information_value.py' 2024-11-04T02:33:41,281 adding 'feature_engine/selection/mrmr.py' 2024-11-04T02:33:41,283 adding 'feature_engine/selection/probe_feature_selection.py' 2024-11-04T02:33:41,284 adding 'feature_engine/selection/recursive_feature_addition.py' 2024-11-04T02:33:41,286 adding 'feature_engine/selection/recursive_feature_elimination.py' 2024-11-04T02:33:41,288 adding 'feature_engine/selection/shuffle_features.py' 2024-11-04T02:33:41,290 adding 'feature_engine/selection/single_feature_performance.py' 2024-11-04T02:33:41,292 adding 'feature_engine/selection/smart_correlation_selection.py' 2024-11-04T02:33:41,294 adding 'feature_engine/selection/target_mean_selection.py' 2024-11-04T02:33:41,296 adding 'feature_engine/timeseries/__init__.py' 2024-11-04T02:33:41,297 adding 'feature_engine/timeseries/forecasting/__init__.py' 2024-11-04T02:33:41,299 adding 'feature_engine/timeseries/forecasting/base_forecast_transformers.py' 2024-11-04T02:33:41,301 adding 'feature_engine/timeseries/forecasting/expanding_window_features.py' 2024-11-04T02:33:41,302 adding 'feature_engine/timeseries/forecasting/lag_features.py' 2024-11-04T02:33:41,304 adding 'feature_engine/timeseries/forecasting/window_features.py' 2024-11-04T02:33:41,306 adding 'feature_engine/transformation/__init__.py' 2024-11-04T02:33:41,308 adding 'feature_engine/transformation/arcsin.py' 2024-11-04T02:33:41,309 adding 'feature_engine/transformation/boxcox.py' 2024-11-04T02:33:41,311 adding 'feature_engine/transformation/log.py' 2024-11-04T02:33:41,313 adding 'feature_engine/transformation/power.py' 2024-11-04T02:33:41,314 adding 'feature_engine/transformation/reciprocal.py' 2024-11-04T02:33:41,316 adding 'feature_engine/transformation/yeojohnson.py' 2024-11-04T02:33:41,318 adding 'feature_engine/variable_handling/__init__.py' 2024-11-04T02:33:41,319 adding 'feature_engine/variable_handling/_variable_type_checks.py' 2024-11-04T02:33:41,320 adding 'feature_engine/variable_handling/check_variables.py' 2024-11-04T02:33:41,322 adding 'feature_engine/variable_handling/dtypes.py' 2024-11-04T02:33:41,324 adding 'feature_engine/variable_handling/find_variables.py' 2024-11-04T02:33:41,325 adding 'feature_engine/variable_handling/retain_variables.py' 2024-11-04T02:33:41,326 adding 'feature_engine/wrappers/__init__.py' 2024-11-04T02:33:41,329 adding 'feature_engine/wrappers/wrappers.py' 2024-11-04T02:33:41,331 adding 'feature_engine-1.8.2.dist-info/LICENSE.md' 2024-11-04T02:33:41,332 adding 'feature_engine-1.8.2.dist-info/METADATA' 2024-11-04T02:33:41,334 adding 'feature_engine-1.8.2.dist-info/WHEEL' 2024-11-04T02:33:41,335 adding 'feature_engine-1.8.2.dist-info/top_level.txt' 2024-11-04T02:33:41,337 adding 'feature_engine-1.8.2.dist-info/RECORD' 2024-11-04T02:33:41,342 removing build/bdist.linux-armv7l/wheel 2024-11-04T02:33:41,486 Building wheel for feature-engine (setup.py): finished with status 'done' 2024-11-04T02:33:41,491 Created wheel for feature-engine: filename=feature_engine-1.8.2-py3-none-any.whl size=227293 sha256=9babcb3d1bbf564e6518aff0c1d36efa274220b5fd6d11c7dfa4e553f95a84e0 2024-11-04T02:33:41,492 Stored in directory: /tmp/pip-ephem-wheel-cache-02d8ylwe/wheels/81/39/de/04c98430b1c6c1dd673bf09ac6b5d39ea4d325e08c10417c56 2024-11-04T02:33:41,507 Successfully built feature-engine 2024-11-04T02:33:41,516 Removed build tracker: '/tmp/pip-build-tracker-3ayuaeb8'