2026-03-03T22:48:00,721 Created temporary directory: /tmp/pip-ephem-wheel-cache-_c_h2k0z 2026-03-03T22:48:00,723 Created temporary directory: /tmp/pip-build-tracker-cdyu8w0_ 2026-03-03T22:48:00,723 Initialized build tracking at /tmp/pip-build-tracker-cdyu8w0_ 2026-03-03T22:48:00,724 Created build tracker: /tmp/pip-build-tracker-cdyu8w0_ 2026-03-03T22:48:00,724 Entered build tracker: /tmp/pip-build-tracker-cdyu8w0_ 2026-03-03T22:48:00,725 Created temporary directory: /tmp/pip-wheel-58i5hdb3 2026-03-03T22:48:00,728 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-03T22:48:00,730 Created temporary directory: /tmp/pip-ephem-wheel-cache-l3dja3th 2026-03-03T22:48:00,753 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-03T22:48:00,756 2 location(s) to search for versions of feature-engine: 2026-03-03T22:48:00,756 * https://pypi.org/simple/feature-engine/ 2026-03-03T22:48:00,756 * https://www.piwheels.org/simple/feature-engine/ 2026-03-03T22:48:00,757 Fetching project page and analyzing links: https://pypi.org/simple/feature-engine/ 2026-03-03T22:48:00,758 Getting page https://pypi.org/simple/feature-engine/ 2026-03-03T22:48:00,759 Found index url https://pypi.org/simple 2026-03-03T22:48:00,972 Fetched page https://pypi.org/simple/feature-engine/ as application/vnd.pypi.simple.v1+json 2026-03-03T22:48:00,988 Skipping link: No binaries permitted for feature-engine: 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https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,247 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.15-py2.py3-none-any.whl#sha256=3ded43c944da8ae0cbb4d859f0f7f2b3df0527358a421744474c8d9eebc78779 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,247 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.14-py2.py3-none-any.whl#sha256=427d554f20612f8d0e685c43deba95b4d6eb2f7cc6799401652cbbbd86892af7 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,248 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.12-py2.py3-none-any.whl#sha256=266af9fe59285469d24e1f767d1aae489bf45ef1beef7a41a192e697d074a1cd (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,248 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.11-py2.py3-none-any.whl#sha256=7e697e9207bbe084db696fe764d77bafd91e6225bba31b808d5b303b309d1152 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,249 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.3-py3-none-any.whl#sha256=bcdc50d1f6c28b179fcebb63bdfa663b647e83fe7adb832ee2c13581f1767a90 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,249 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.1-py2.py3-none-any.whl#sha256=bbf608b20292ae9db46d869f29dfe57f2f840af2371c1785bc0851895d301d19 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,250 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.5.0-py2.py3-none-any.whl#sha256=535647dbd73ea69180d9b483786a927529fc7b52c4e81eb84afdd9162718d80c (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2026-03-03T22:48:01,251 Skipping link: No binaries permitted for feature-engine: https://archive1.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) 2026-03-03T22:48:01,251 Skipping link: No binaries permitted for feature-engine: https://archive1.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) 2026-03-03T22:48:01,252 Skipping link: No binaries permitted for feature-engine: https://archive1.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) 2026-03-03T22:48:01,252 Skipping link: No binaries permitted for feature-engine: https://archive1.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) 2026-03-03T22:48:01,253 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.3.1-py3-none-any.whl#sha256=24bd68dd78f8fe47a752e6978d3605495946f47028a154740e3c21d25f9c80ef (from https://www.piwheels.org/simple/feature-engine/) 2026-03-03T22:48:01,253 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.3.0-py3-none-any.whl#sha256=f6db8f6366aec3f69963bac9f1b9ac5d663774af35a79bc1bbed211ed14a3767 (from https://www.piwheels.org/simple/feature-engine/) 2026-03-03T22:48:01,254 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.2-py3-none-any.whl#sha256=2f82ed94596b10e10ea2ce17774d6d4c1f158eba17788e9a31548461c6119e7d (from https://www.piwheels.org/simple/feature-engine/) 2026-03-03T22:48:01,254 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.1.1-py3-none-any.whl#sha256=72921a7bea80ffdd0382021b5d86d01a4c8e769f16810d48cbbc7b2d70d60e27 (from https://www.piwheels.org/simple/feature-engine/) 2026-03-03T22:48:01,255 Skipping link: No binaries permitted for feature-engine: https://archive1.piwheels.org/simple/feature-engine/feature_engine-0.1-py3-none-any.whl#sha256=33cc9f4346cb44c62719393d94beb434b7fcbf5c86367a3455266b7b671a38f1 (from https://www.piwheels.org/simple/feature-engine/) 2026-03-03T22:48:01,255 Skipping link: not a file: https://www.piwheels.org/simple/feature-engine/ 2026-03-03T22:48:01,256 Skipping link: not a file: https://pypi.org/simple/feature-engine/ 2026-03-03T22:48:01,280 Given no hashes to check 1 links for project 'feature-engine': discarding no candidates 2026-03-03T22:48:01,298 Collecting feature-engine==1.9.4 2026-03-03T22:48:01,300 Created temporary directory: /tmp/pip-unpack-l35f3tan 2026-03-03T22:48:01,511 Downloading feature_engine-1.9.4.tar.gz (150 kB) 2026-03-03T22:48:01,859 Added feature-engine==1.9.4 from https://files.pythonhosted.org/packages/2b/9d/802c7c4a3f1b8a988e7370b377f426eba7e5ed51a42019973a8063ea5532/feature_engine-1.9.4.tar.gz to build tracker '/tmp/pip-build-tracker-cdyu8w0_' 2026-03-03T22:48:01,863 Created temporary directory: /tmp/pip-build-env-fyv8u55b 2026-03-03T22:48:01,869 Installing build dependencies: started 2026-03-03T22:48:01,870 Running command pip subprocess to install build dependencies 2026-03-03T22:48:03,023 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-03-03T22:48:03,595 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-03T22:48:03,618 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-03T22:48:05,387 Collecting setuptools>=61.0 2026-03-03T22:48:05,464 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-03-03T22:48:08,452 Installing collected packages: setuptools 2026-03-03T22:48:11,523 Successfully installed setuptools-82.0.0 2026-03-03T22:48:11,798 Installing build dependencies: finished with status 'done' 2026-03-03T22:48:11,805 Getting requirements to build wheel: started 2026-03-03T22:48:11,806 Running command Getting requirements to build wheel 2026-03-03T22:48:12,422 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-03T22:48:12,422 !! 2026-03-03T22:48:12,424 ******************************************************************************** 2026-03-03T22:48:12,424 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-03T22:48:12,425 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-03T22:48:12,426 or your builds will no longer be supported. 2026-03-03T22:48:12,427 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:12,428 ******************************************************************************** 2026-03-03T22:48:12,429 !! 2026-03-03T22:48:12,430 corresp(dist, value, root_dir) 2026-03-03T22:48:12,505 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:12,505 !! 2026-03-03T22:48:12,507 ******************************************************************************** 2026-03-03T22:48:12,507 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:12,508 License :: OSI Approved :: BSD License 2026-03-03T22:48:12,509 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:12,510 ******************************************************************************** 2026-03-03T22:48:12,511 !! 2026-03-03T22:48:12,512 dist._finalize_license_expression() 2026-03-03T22:48:12,512 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:12,513 !! 2026-03-03T22:48:12,514 ******************************************************************************** 2026-03-03T22:48:12,515 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:12,516 License :: OSI Approved :: BSD License 2026-03-03T22:48:12,517 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:12,517 ******************************************************************************** 2026-03-03T22:48:12,518 !! 2026-03-03T22:48:12,519 self._finalize_license_expression() 2026-03-03T22:48:12,519 running egg_info 2026-03-03T22:48:12,523 writing feature_engine.egg-info/PKG-INFO 2026-03-03T22:48:12,530 writing dependency_links to feature_engine.egg-info/dependency_links.txt 2026-03-03T22:48:12,534 writing requirements to feature_engine.egg-info/requires.txt 2026-03-03T22:48:12,535 writing top-level names to feature_engine.egg-info/top_level.txt 2026-03-03T22:48:12,580 reading manifest file 'feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:12,588 adding license file 'LICENSE.md' 2026-03-03T22:48:12,596 writing manifest file 'feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:12,696 Getting requirements to build wheel: finished with status 'done' 2026-03-03T22:48:12,700 Created temporary directory: /tmp/pip-modern-metadata-7q2zih9u 2026-03-03T22:48:12,702 Preparing metadata (pyproject.toml): started 2026-03-03T22:48:12,703 Running command Preparing metadata (pyproject.toml) 2026-03-03T22:48:13,272 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-03T22:48:13,272 !! 2026-03-03T22:48:13,273 ******************************************************************************** 2026-03-03T22:48:13,274 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-03T22:48:13,275 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-03T22:48:13,275 or your builds will no longer be supported. 2026-03-03T22:48:13,276 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:13,277 ******************************************************************************** 2026-03-03T22:48:13,278 !! 2026-03-03T22:48:13,279 corresp(dist, value, root_dir) 2026-03-03T22:48:13,349 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:13,350 !! 2026-03-03T22:48:13,351 ******************************************************************************** 2026-03-03T22:48:13,351 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:13,352 License :: OSI Approved :: BSD License 2026-03-03T22:48:13,354 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:13,354 ******************************************************************************** 2026-03-03T22:48:13,356 !! 2026-03-03T22:48:13,356 dist._finalize_license_expression() 2026-03-03T22:48:13,357 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:13,358 !! 2026-03-03T22:48:13,359 ******************************************************************************** 2026-03-03T22:48:13,360 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:13,361 License :: OSI Approved :: BSD License 2026-03-03T22:48:13,362 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:13,363 ******************************************************************************** 2026-03-03T22:48:13,364 !! 2026-03-03T22:48:13,365 self._finalize_license_expression() 2026-03-03T22:48:13,365 running dist_info 2026-03-03T22:48:13,372 creating /tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info 2026-03-03T22:48:13,373 writing /tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/PKG-INFO 2026-03-03T22:48:13,381 writing dependency_links to /tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/dependency_links.txt 2026-03-03T22:48:13,385 writing requirements to /tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/requires.txt 2026-03-03T22:48:13,386 writing top-level names to /tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/top_level.txt 2026-03-03T22:48:13,388 writing manifest file '/tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:13,427 reading manifest file '/tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:13,429 adding license file 'LICENSE.md' 2026-03-03T22:48:13,435 writing manifest file '/tmp/pip-modern-metadata-7q2zih9u/feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:13,437 creating '/tmp/pip-modern-metadata-7q2zih9u/feature_engine-1.9.4.dist-info' 2026-03-03T22:48:13,562 Preparing metadata (pyproject.toml): finished with status 'done' 2026-03-03T22:48:13,568 Source in /tmp/pip-wheel-58i5hdb3/feature-engine_1e1960ca195443b695892a51f4392bb6 has version 1.9.4, which satisfies requirement feature-engine==1.9.4 from https://files.pythonhosted.org/packages/2b/9d/802c7c4a3f1b8a988e7370b377f426eba7e5ed51a42019973a8063ea5532/feature_engine-1.9.4.tar.gz 2026-03-03T22:48:13,569 Removed feature-engine==1.9.4 from https://files.pythonhosted.org/packages/2b/9d/802c7c4a3f1b8a988e7370b377f426eba7e5ed51a42019973a8063ea5532/feature_engine-1.9.4.tar.gz from build tracker '/tmp/pip-build-tracker-cdyu8w0_' 2026-03-03T22:48:13,575 Created temporary directory: /tmp/pip-unpack-6hu2dm17 2026-03-03T22:48:13,576 Building wheels for collected packages: feature-engine 2026-03-03T22:48:13,581 Created temporary directory: /tmp/pip-wheel-lj1lgg2m 2026-03-03T22:48:13,581 Destination directory: /tmp/pip-wheel-lj1lgg2m 2026-03-03T22:48:13,584 Building wheel for feature-engine (pyproject.toml): started 2026-03-03T22:48:13,585 Running command Building wheel for feature-engine (pyproject.toml) 2026-03-03T22:48:14,151 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-03T22:48:14,151 !! 2026-03-03T22:48:14,153 ******************************************************************************** 2026-03-03T22:48:14,153 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-03T22:48:14,154 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-03T22:48:14,155 or your builds will no longer be supported. 2026-03-03T22:48:14,156 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:14,156 ******************************************************************************** 2026-03-03T22:48:14,157 !! 2026-03-03T22:48:14,158 corresp(dist, value, root_dir) 2026-03-03T22:48:14,223 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:14,223 !! 2026-03-03T22:48:14,225 ******************************************************************************** 2026-03-03T22:48:14,225 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:14,227 License :: OSI Approved :: BSD License 2026-03-03T22:48:14,228 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:14,228 ******************************************************************************** 2026-03-03T22:48:14,229 !! 2026-03-03T22:48:14,229 dist._finalize_license_expression() 2026-03-03T22:48:14,230 /tmp/pip-build-env-fyv8u55b/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-03T22:48:14,230 !! 2026-03-03T22:48:14,231 ******************************************************************************** 2026-03-03T22:48:14,232 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-03T22:48:14,233 License :: OSI Approved :: BSD License 2026-03-03T22:48:14,234 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-03T22:48:14,234 ******************************************************************************** 2026-03-03T22:48:14,235 !! 2026-03-03T22:48:14,235 self._finalize_license_expression() 2026-03-03T22:48:14,236 running bdist_wheel 2026-03-03T22:48:14,249 running build 2026-03-03T22:48:14,249 running build_py 2026-03-03T22:48:14,255 creating build/lib/feature_engine 2026-03-03T22:48:14,257 copying feature_engine/tags.py -> build/lib/feature_engine 2026-03-03T22:48:14,259 copying feature_engine/dataframe_checks.py -> build/lib/feature_engine 2026-03-03T22:48:14,262 copying feature_engine/__init__.py -> build/lib/feature_engine 2026-03-03T22:48:14,264 creating build/lib/feature_engine/outliers 2026-03-03T22:48:14,265 copying feature_engine/outliers/trimmer.py -> build/lib/feature_engine/outliers 2026-03-03T22:48:14,267 copying feature_engine/outliers/base_outlier.py -> build/lib/feature_engine/outliers 2026-03-03T22:48:14,270 copying feature_engine/outliers/artbitrary.py -> build/lib/feature_engine/outliers 2026-03-03T22:48:14,272 copying feature_engine/outliers/__init__.py -> build/lib/feature_engine/outliers 2026-03-03T22:48:14,274 copying feature_engine/outliers/winsorizer.py -> build/lib/feature_engine/outliers 2026-03-03T22:48:14,276 creating build/lib/feature_engine/wrappers 2026-03-03T22:48:14,277 copying feature_engine/wrappers/__init__.py -> build/lib/feature_engine/wrappers 2026-03-03T22:48:14,279 copying feature_engine/wrappers/wrappers.py -> build/lib/feature_engine/wrappers 2026-03-03T22:48:14,282 creating build/lib/feature_engine/_docstrings 2026-03-03T22:48:14,283 copying feature_engine/_docstrings/fit_attributes.py -> build/lib/feature_engine/_docstrings 2026-03-03T22:48:14,285 copying feature_engine/_docstrings/substitute.py -> build/lib/feature_engine/_docstrings 2026-03-03T22:48:14,287 copying feature_engine/_docstrings/methods.py -> build/lib/feature_engine/_docstrings 2026-03-03T22:48:14,289 copying feature_engine/_docstrings/__init__.py -> build/lib/feature_engine/_docstrings 2026-03-03T22:48:14,291 creating build/lib/feature_engine/selection 2026-03-03T22:48:14,292 copying feature_engine/selection/shuffle_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,295 copying feature_engine/selection/base_selection_functions.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,297 copying feature_engine/selection/smart_correlation_selection.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,299 copying feature_engine/selection/drop_psi_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,302 copying feature_engine/selection/recursive_feature_elimination.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,304 copying feature_engine/selection/drop_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,306 copying feature_engine/selection/drop_constant_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,308 copying feature_engine/selection/single_feature_performance.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,311 copying feature_engine/selection/drop_duplicate_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,313 copying feature_engine/selection/target_mean_selection.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,315 copying feature_engine/selection/base_selector.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,317 copying feature_engine/selection/probe_feature_selection.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,320 copying feature_engine/selection/drop_correlated_features.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,322 copying feature_engine/selection/__init__.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,324 copying feature_engine/selection/information_value.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,326 copying feature_engine/selection/base_recursive_selector.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,328 copying feature_engine/selection/mrmr.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,332 copying feature_engine/selection/_selection_constants.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,333 copying feature_engine/selection/recursive_feature_addition.py -> build/lib/feature_engine/selection 2026-03-03T22:48:14,336 creating build/lib/feature_engine/datetime 2026-03-03T22:48:14,337 copying feature_engine/datetime/_datetime_constants.py -> build/lib/feature_engine/datetime 2026-03-03T22:48:14,339 copying feature_engine/datetime/__init__.py -> build/lib/feature_engine/datetime 2026-03-03T22:48:14,341 copying feature_engine/datetime/datetime_ordinal.py -> build/lib/feature_engine/datetime 2026-03-03T22:48:14,343 copying feature_engine/datetime/datetime_subtraction.py -> build/lib/feature_engine/datetime 2026-03-03T22:48:14,345 copying feature_engine/datetime/datetime.py -> build/lib/feature_engine/datetime 2026-03-03T22:48:14,348 creating build/lib/feature_engine/text 2026-03-03T22:48:14,349 copying feature_engine/text/text_features.py -> build/lib/feature_engine/text 2026-03-03T22:48:14,351 copying feature_engine/text/__init__.py -> build/lib/feature_engine/text 2026-03-03T22:48:14,353 creating build/lib/feature_engine/datasets 2026-03-03T22:48:14,354 copying feature_engine/datasets/titanic.py -> build/lib/feature_engine/datasets 2026-03-03T22:48:14,357 copying feature_engine/datasets/__init__.py -> build/lib/feature_engine/datasets 2026-03-03T22:48:14,359 creating build/lib/feature_engine/_prediction 2026-03-03T22:48:14,360 copying feature_engine/_prediction/target_mean_regressor.py -> build/lib/feature_engine/_prediction 2026-03-03T22:48:14,362 copying feature_engine/_prediction/base_predictor.py -> build/lib/feature_engine/_prediction 2026-03-03T22:48:14,364 copying feature_engine/_prediction/__init__.py -> build/lib/feature_engine/_prediction 2026-03-03T22:48:14,366 copying feature_engine/_prediction/target_mean_classifier.py -> build/lib/feature_engine/_prediction 2026-03-03T22:48:14,369 creating build/lib/feature_engine/encoding 2026-03-03T22:48:14,370 copying feature_engine/encoding/decision_tree.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,373 copying feature_engine/encoding/woe.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,375 copying feature_engine/encoding/base_encoder.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,377 copying feature_engine/encoding/similarity_encoder.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,380 copying feature_engine/encoding/ordinal.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,382 copying feature_engine/encoding/one_hot.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,384 copying feature_engine/encoding/mean_encoding.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,386 copying feature_engine/encoding/__init__.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,388 copying feature_engine/encoding/_helper_functions.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,390 copying feature_engine/encoding/rare_label.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,392 copying feature_engine/encoding/count_frequency.py -> build/lib/feature_engine/encoding 2026-03-03T22:48:14,395 creating build/lib/feature_engine/timeseries 2026-03-03T22:48:14,395 copying feature_engine/timeseries/__init__.py -> build/lib/feature_engine/timeseries 2026-03-03T22:48:14,397 creating build/lib/feature_engine/scaling 2026-03-03T22:48:14,398 copying feature_engine/scaling/mean_normalization.py -> build/lib/feature_engine/scaling 2026-03-03T22:48:14,400 copying feature_engine/scaling/__init__.py -> build/lib/feature_engine/scaling 2026-03-03T22:48:14,403 creating build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,404 copying feature_engine/variable_handling/dtypes.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,405 copying feature_engine/variable_handling/retain_variables.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,407 copying feature_engine/variable_handling/_variable_type_checks.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,409 copying feature_engine/variable_handling/__init__.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,411 copying feature_engine/variable_handling/check_variables.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,413 copying feature_engine/variable_handling/find_variables.py -> build/lib/feature_engine/variable_handling 2026-03-03T22:48:14,416 creating build/lib/feature_engine/discretisation 2026-03-03T22:48:14,417 copying feature_engine/discretisation/arbitrary.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,419 copying feature_engine/discretisation/decision_tree.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,422 copying feature_engine/discretisation/base_discretiser.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,424 copying feature_engine/discretisation/geometric_width.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,427 copying feature_engine/discretisation/equal_width.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,429 copying feature_engine/discretisation/__init__.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,431 copying feature_engine/discretisation/equal_frequency.py -> build/lib/feature_engine/discretisation 2026-03-03T22:48:14,433 creating build/lib/feature_engine/imputation 2026-03-03T22:48:14,434 copying feature_engine/imputation/drop_missing_data.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,437 copying feature_engine/imputation/categorical.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,439 copying feature_engine/imputation/mean_median.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,441 copying feature_engine/imputation/end_tail.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,444 copying feature_engine/imputation/random_sample.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,446 copying feature_engine/imputation/__init__.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,448 copying feature_engine/imputation/base_imputer.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,450 copying feature_engine/imputation/arbitrary_number.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,452 copying feature_engine/imputation/missing_indicator.py -> build/lib/feature_engine/imputation 2026-03-03T22:48:14,455 creating build/lib/feature_engine/creation 2026-03-03T22:48:14,456 copying feature_engine/creation/relative_features.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,458 copying feature_engine/creation/decision_tree_features.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,460 copying feature_engine/creation/base_creation.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,463 copying feature_engine/creation/geo_features.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,465 copying feature_engine/creation/__init__.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,467 copying feature_engine/creation/cyclical_features.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,469 copying feature_engine/creation/math_features.py -> build/lib/feature_engine/creation 2026-03-03T22:48:14,471 creating build/lib/feature_engine/transformation 2026-03-03T22:48:14,472 copying feature_engine/transformation/boxcox.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,475 copying feature_engine/transformation/arcsin.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,477 copying feature_engine/transformation/__init__.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,478 copying feature_engine/transformation/arcsinh.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,480 copying feature_engine/transformation/log.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,483 copying feature_engine/transformation/power.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,485 copying feature_engine/transformation/reciprocal.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,487 copying feature_engine/transformation/yeojohnson.py -> build/lib/feature_engine/transformation 2026-03-03T22:48:14,489 creating build/lib/feature_engine/_base_transformers 2026-03-03T22:48:14,490 copying feature_engine/_base_transformers/base_numerical.py -> build/lib/feature_engine/_base_transformers 2026-03-03T22:48:14,492 copying feature_engine/_base_transformers/mixins.py -> build/lib/feature_engine/_base_transformers 2026-03-03T22:48:14,494 copying feature_engine/_base_transformers/__init__.py -> build/lib/feature_engine/_base_transformers 2026-03-03T22:48:14,496 creating build/lib/feature_engine/pipeline 2026-03-03T22:48:14,497 copying feature_engine/pipeline/pipeline.py -> build/lib/feature_engine/pipeline 2026-03-03T22:48:14,500 copying feature_engine/pipeline/__init__.py -> build/lib/feature_engine/pipeline 2026-03-03T22:48:14,502 creating build/lib/feature_engine/_check_init_parameters 2026-03-03T22:48:14,503 copying feature_engine/_check_init_parameters/check_init_input_params.py -> build/lib/feature_engine/_check_init_parameters 2026-03-03T22:48:14,505 copying feature_engine/_check_init_parameters/__init__.py -> build/lib/feature_engine/_check_init_parameters 2026-03-03T22:48:14,507 copying feature_engine/_check_init_parameters/check_variables.py -> build/lib/feature_engine/_check_init_parameters 2026-03-03T22:48:14,508 copying feature_engine/_check_init_parameters/check_input_dictionary.py -> build/lib/feature_engine/_check_init_parameters 2026-03-03T22:48:14,511 creating build/lib/feature_engine/preprocessing 2026-03-03T22:48:14,511 copying feature_engine/preprocessing/__init__.py -> build/lib/feature_engine/preprocessing 2026-03-03T22:48:14,513 copying feature_engine/preprocessing/match_columns.py -> build/lib/feature_engine/preprocessing 2026-03-03T22:48:14,516 copying feature_engine/preprocessing/match_categories.py -> build/lib/feature_engine/preprocessing 2026-03-03T22:48:14,518 creating build/lib/feature_engine/_docstrings/selection 2026-03-03T22:48:14,519 copying feature_engine/_docstrings/selection/__init__.py -> build/lib/feature_engine/_docstrings/selection 2026-03-03T22:48:14,521 copying feature_engine/_docstrings/selection/_docstring.py -> build/lib/feature_engine/_docstrings/selection 2026-03-03T22:48:14,523 creating build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,524 copying feature_engine/_docstrings/init_parameters/encoders.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,527 copying feature_engine/_docstrings/init_parameters/outliers.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,528 copying feature_engine/_docstrings/init_parameters/selection.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,530 copying feature_engine/_docstrings/init_parameters/discretisers.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,532 copying feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,534 copying feature_engine/_docstrings/init_parameters/creation.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,535 copying feature_engine/_docstrings/init_parameters/__init__.py -> build/lib/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,537 creating build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,538 copying feature_engine/timeseries/forecasting/window_features.py -> build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,541 copying feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,543 copying feature_engine/timeseries/forecasting/__init__.py -> build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,544 copying feature_engine/timeseries/forecasting/lag_features.py -> build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,547 copying feature_engine/timeseries/forecasting/expanding_window_features.py -> build/lib/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,549 running egg_info 2026-03-03T22:48:14,558 writing feature_engine.egg-info/PKG-INFO 2026-03-03T22:48:14,565 writing dependency_links to feature_engine.egg-info/dependency_links.txt 2026-03-03T22:48:14,568 writing requirements to feature_engine.egg-info/requires.txt 2026-03-03T22:48:14,570 writing top-level names to feature_engine.egg-info/top_level.txt 2026-03-03T22:48:14,598 reading manifest file 'feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:14,607 adding license file 'LICENSE.md' 2026-03-03T22:48:14,614 writing manifest file 'feature_engine.egg-info/SOURCES.txt' 2026-03-03T22:48:14,627 copying feature_engine/VERSION -> build/lib/feature_engine 2026-03-03T22:48:14,629 copying feature_engine/py.typed -> build/lib/feature_engine 2026-03-03T22:48:14,649 installing to build/bdist.linux-armv7l/wheel 2026-03-03T22:48:14,650 running install 2026-03-03T22:48:14,674 running install_lib 2026-03-03T22:48:14,679 creating build/bdist.linux-armv7l/wheel 2026-03-03T22:48:14,681 creating build/bdist.linux-armv7l/wheel/feature_engine 2026-03-03T22:48:14,683 copying build/lib/feature_engine/tags.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2026-03-03T22:48:14,685 creating build/bdist.linux-armv7l/wheel/feature_engine/outliers 2026-03-03T22:48:14,686 copying build/lib/feature_engine/outliers/trimmer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2026-03-03T22:48:14,688 copying build/lib/feature_engine/outliers/base_outlier.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2026-03-03T22:48:14,691 copying build/lib/feature_engine/outliers/artbitrary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2026-03-03T22:48:14,693 copying build/lib/feature_engine/outliers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2026-03-03T22:48:14,695 copying build/lib/feature_engine/outliers/winsorizer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/outliers 2026-03-03T22:48:14,697 creating build/bdist.linux-armv7l/wheel/feature_engine/wrappers 2026-03-03T22:48:14,699 copying build/lib/feature_engine/wrappers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/wrappers 2026-03-03T22:48:14,700 copying build/lib/feature_engine/wrappers/wrappers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/wrappers 2026-03-03T22:48:14,703 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2026-03-03T22:48:14,705 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/selection 2026-03-03T22:48:14,706 copying build/lib/feature_engine/_docstrings/selection/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/selection 2026-03-03T22:48:14,708 copying build/lib/feature_engine/_docstrings/selection/_docstring.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/selection 2026-03-03T22:48:14,710 copying build/lib/feature_engine/_docstrings/fit_attributes.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2026-03-03T22:48:14,712 copying build/lib/feature_engine/_docstrings/substitute.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2026-03-03T22:48:14,714 copying build/lib/feature_engine/_docstrings/methods.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2026-03-03T22:48:14,717 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,718 copying build/lib/feature_engine/_docstrings/init_parameters/encoders.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,721 copying build/lib/feature_engine/_docstrings/init_parameters/outliers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,723 copying build/lib/feature_engine/_docstrings/init_parameters/selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,725 copying build/lib/feature_engine/_docstrings/init_parameters/discretisers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,727 copying build/lib/feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,730 copying build/lib/feature_engine/_docstrings/init_parameters/creation.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,732 copying build/lib/feature_engine/_docstrings/init_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings/init_parameters 2026-03-03T22:48:14,734 copying build/lib/feature_engine/_docstrings/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_docstrings 2026-03-03T22:48:14,737 creating build/bdist.linux-armv7l/wheel/feature_engine/selection 2026-03-03T22:48:14,738 copying build/lib/feature_engine/selection/shuffle_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,741 copying build/lib/feature_engine/selection/base_selection_functions.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,744 copying build/lib/feature_engine/selection/smart_correlation_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,747 copying build/lib/feature_engine/selection/drop_psi_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,750 copying build/lib/feature_engine/selection/recursive_feature_elimination.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,753 copying build/lib/feature_engine/selection/drop_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,755 copying build/lib/feature_engine/selection/drop_constant_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,758 copying build/lib/feature_engine/selection/single_feature_performance.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,761 copying build/lib/feature_engine/selection/drop_duplicate_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,764 copying build/lib/feature_engine/selection/target_mean_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,767 copying build/lib/feature_engine/selection/base_selector.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,769 copying build/lib/feature_engine/selection/probe_feature_selection.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,772 copying build/lib/feature_engine/selection/drop_correlated_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,775 copying build/lib/feature_engine/selection/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,777 copying build/lib/feature_engine/selection/information_value.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,780 copying build/lib/feature_engine/selection/base_recursive_selector.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,783 copying build/lib/feature_engine/selection/mrmr.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,786 copying build/lib/feature_engine/selection/_selection_constants.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,788 copying build/lib/feature_engine/selection/recursive_feature_addition.py -> build/bdist.linux-armv7l/wheel/./feature_engine/selection 2026-03-03T22:48:14,791 creating build/bdist.linux-armv7l/wheel/feature_engine/datetime 2026-03-03T22:48:14,792 copying build/lib/feature_engine/datetime/_datetime_constants.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2026-03-03T22:48:14,795 copying build/lib/feature_engine/datetime/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2026-03-03T22:48:14,797 copying build/lib/feature_engine/datetime/datetime_ordinal.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2026-03-03T22:48:14,799 copying build/lib/feature_engine/datetime/datetime_subtraction.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2026-03-03T22:48:14,802 copying build/lib/feature_engine/datetime/datetime.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datetime 2026-03-03T22:48:14,806 creating build/bdist.linux-armv7l/wheel/feature_engine/text 2026-03-03T22:48:14,807 copying build/lib/feature_engine/text/text_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/text 2026-03-03T22:48:14,810 copying build/lib/feature_engine/text/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/text 2026-03-03T22:48:14,812 creating build/bdist.linux-armv7l/wheel/feature_engine/datasets 2026-03-03T22:48:14,813 copying build/lib/feature_engine/datasets/titanic.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datasets 2026-03-03T22:48:14,815 copying build/lib/feature_engine/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/datasets 2026-03-03T22:48:14,818 creating build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2026-03-03T22:48:14,819 copying build/lib/feature_engine/_prediction/target_mean_regressor.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2026-03-03T22:48:14,821 copying build/lib/feature_engine/_prediction/base_predictor.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2026-03-03T22:48:14,823 copying build/lib/feature_engine/_prediction/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2026-03-03T22:48:14,824 copying build/lib/feature_engine/_prediction/target_mean_classifier.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_prediction 2026-03-03T22:48:14,827 creating build/bdist.linux-armv7l/wheel/feature_engine/encoding 2026-03-03T22:48:14,828 copying build/lib/feature_engine/encoding/decision_tree.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,831 copying build/lib/feature_engine/encoding/woe.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,833 copying build/lib/feature_engine/encoding/base_encoder.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,836 copying build/lib/feature_engine/encoding/similarity_encoder.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,838 copying build/lib/feature_engine/encoding/ordinal.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,840 copying build/lib/feature_engine/encoding/one_hot.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,843 copying build/lib/feature_engine/encoding/mean_encoding.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,845 copying build/lib/feature_engine/encoding/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,846 copying build/lib/feature_engine/encoding/_helper_functions.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,848 copying build/lib/feature_engine/encoding/rare_label.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,850 copying build/lib/feature_engine/encoding/count_frequency.py -> build/bdist.linux-armv7l/wheel/./feature_engine/encoding 2026-03-03T22:48:14,853 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries 2026-03-03T22:48:14,855 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2026-03-03T22:48:14,856 copying build/lib/feature_engine/timeseries/forecasting/window_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2026-03-03T22:48:14,858 copying build/lib/feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2026-03-03T22:48:14,861 copying build/lib/feature_engine/timeseries/forecasting/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2026-03-03T22:48:14,863 copying build/lib/feature_engine/timeseries/forecasting/lag_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2026-03-03T22:48:14,865 copying build/lib/feature_engine/timeseries/forecasting/expanding_window_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries/forecasting 2026-03-03T22:48:14,867 copying build/lib/feature_engine/timeseries/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/timeseries 2026-03-03T22:48:14,869 copying build/lib/feature_engine/dataframe_checks.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2026-03-03T22:48:14,871 creating build/bdist.linux-armv7l/wheel/feature_engine/scaling 2026-03-03T22:48:14,872 copying build/lib/feature_engine/scaling/mean_normalization.py -> build/bdist.linux-armv7l/wheel/./feature_engine/scaling 2026-03-03T22:48:14,875 copying build/lib/feature_engine/scaling/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/scaling 2026-03-03T22:48:14,877 creating build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2026-03-03T22:48:14,878 copying build/lib/feature_engine/variable_handling/dtypes.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,880 copying build/lib/feature_engine/variable_handling/retain_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,882 copying build/lib/feature_engine/variable_handling/_variable_type_checks.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,884 copying build/lib/feature_engine/variable_handling/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,885 copying build/lib/feature_engine/variable_handling/check_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,888 copying build/lib/feature_engine/variable_handling/find_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/variable_handling 2026-03-03T22:48:14,891 creating build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2026-03-03T22:48:14,892 copying build/lib/feature_engine/discretisation/arbitrary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,894 copying build/lib/feature_engine/discretisation/decision_tree.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,897 copying build/lib/feature_engine/discretisation/base_discretiser.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,899 copying build/lib/feature_engine/discretisation/geometric_width.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,901 copying build/lib/feature_engine/discretisation/equal_width.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,903 copying build/lib/feature_engine/discretisation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,904 copying build/lib/feature_engine/discretisation/equal_frequency.py -> build/bdist.linux-armv7l/wheel/./feature_engine/discretisation 2026-03-03T22:48:14,907 creating build/bdist.linux-armv7l/wheel/feature_engine/imputation 2026-03-03T22:48:14,908 copying build/lib/feature_engine/imputation/drop_missing_data.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,910 copying build/lib/feature_engine/imputation/categorical.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,913 copying build/lib/feature_engine/imputation/mean_median.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,915 copying build/lib/feature_engine/imputation/end_tail.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,917 copying build/lib/feature_engine/imputation/random_sample.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,919 copying build/lib/feature_engine/imputation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,921 copying build/lib/feature_engine/imputation/base_imputer.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,923 copying build/lib/feature_engine/imputation/arbitrary_number.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,925 copying build/lib/feature_engine/imputation/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./feature_engine/imputation 2026-03-03T22:48:14,928 creating build/bdist.linux-armv7l/wheel/feature_engine/creation 2026-03-03T22:48:14,929 copying build/lib/feature_engine/creation/relative_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,931 copying build/lib/feature_engine/creation/decision_tree_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,934 copying build/lib/feature_engine/creation/base_creation.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,936 copying build/lib/feature_engine/creation/geo_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,939 copying build/lib/feature_engine/creation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,941 copying build/lib/feature_engine/creation/cyclical_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,943 copying build/lib/feature_engine/creation/math_features.py -> build/bdist.linux-armv7l/wheel/./feature_engine/creation 2026-03-03T22:48:14,945 copying build/lib/feature_engine/VERSION -> build/bdist.linux-armv7l/wheel/./feature_engine 2026-03-03T22:48:14,947 copying build/lib/feature_engine/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine 2026-03-03T22:48:14,949 copying build/lib/feature_engine/py.typed -> build/bdist.linux-armv7l/wheel/./feature_engine 2026-03-03T22:48:14,951 creating build/bdist.linux-armv7l/wheel/feature_engine/transformation 2026-03-03T22:48:14,952 copying build/lib/feature_engine/transformation/boxcox.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,954 copying build/lib/feature_engine/transformation/arcsin.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,957 copying build/lib/feature_engine/transformation/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,958 copying build/lib/feature_engine/transformation/arcsinh.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,961 copying build/lib/feature_engine/transformation/log.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,963 copying build/lib/feature_engine/transformation/power.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,965 copying build/lib/feature_engine/transformation/reciprocal.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,967 copying build/lib/feature_engine/transformation/yeojohnson.py -> build/bdist.linux-armv7l/wheel/./feature_engine/transformation 2026-03-03T22:48:14,970 creating build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2026-03-03T22:48:14,971 copying build/lib/feature_engine/_base_transformers/base_numerical.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2026-03-03T22:48:14,973 copying build/lib/feature_engine/_base_transformers/mixins.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2026-03-03T22:48:14,975 copying build/lib/feature_engine/_base_transformers/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_base_transformers 2026-03-03T22:48:14,977 creating build/bdist.linux-armv7l/wheel/feature_engine/pipeline 2026-03-03T22:48:14,978 copying build/lib/feature_engine/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./feature_engine/pipeline 2026-03-03T22:48:14,981 copying build/lib/feature_engine/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/pipeline 2026-03-03T22:48:14,983 creating build/bdist.linux-armv7l/wheel/feature_engine/_check_init_parameters 2026-03-03T22:48:14,984 copying build/lib/feature_engine/_check_init_parameters/check_init_input_params.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2026-03-03T22:48:14,986 copying build/lib/feature_engine/_check_init_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2026-03-03T22:48:14,987 copying build/lib/feature_engine/_check_init_parameters/check_variables.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2026-03-03T22:48:14,989 copying build/lib/feature_engine/_check_init_parameters/check_input_dictionary.py -> build/bdist.linux-armv7l/wheel/./feature_engine/_check_init_parameters 2026-03-03T22:48:14,992 creating build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2026-03-03T22:48:14,993 copying build/lib/feature_engine/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2026-03-03T22:48:14,995 copying build/lib/feature_engine/preprocessing/match_columns.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2026-03-03T22:48:14,997 copying build/lib/feature_engine/preprocessing/match_categories.py -> build/bdist.linux-armv7l/wheel/./feature_engine/preprocessing 2026-03-03T22:48:14,999 running install_egg_info 2026-03-03T22:48:15,004 Copying feature_engine.egg-info to build/bdist.linux-armv7l/wheel/./feature_engine-1.9.4-py3.11.egg-info 2026-03-03T22:48:15,014 running install_scripts 2026-03-03T22:48:15,024 creating build/bdist.linux-armv7l/wheel/feature_engine-1.9.4.dist-info/WHEEL 2026-03-03T22:48:15,027 creating '/tmp/pip-wheel-lj1lgg2m/.tmp-y8j02o3n/feature_engine-1.9.4-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-03-03T22:48:15,029 adding 'feature_engine/VERSION' 2026-03-03T22:48:15,031 adding 'feature_engine/__init__.py' 2026-03-03T22:48:15,032 adding 'feature_engine/dataframe_checks.py' 2026-03-03T22:48:15,034 adding 'feature_engine/py.typed' 2026-03-03T22:48:15,035 adding 'feature_engine/tags.py' 2026-03-03T22:48:15,037 adding 'feature_engine/_base_transformers/__init__.py' 2026-03-03T22:48:15,038 adding 'feature_engine/_base_transformers/base_numerical.py' 2026-03-03T22:48:15,040 adding 'feature_engine/_base_transformers/mixins.py' 2026-03-03T22:48:15,041 adding 'feature_engine/_check_init_parameters/__init__.py' 2026-03-03T22:48:15,042 adding 'feature_engine/_check_init_parameters/check_init_input_params.py' 2026-03-03T22:48:15,043 adding 'feature_engine/_check_init_parameters/check_input_dictionary.py' 2026-03-03T22:48:15,044 adding 'feature_engine/_check_init_parameters/check_variables.py' 2026-03-03T22:48:15,046 adding 'feature_engine/_docstrings/__init__.py' 2026-03-03T22:48:15,047 adding 'feature_engine/_docstrings/fit_attributes.py' 2026-03-03T22:48:15,048 adding 'feature_engine/_docstrings/methods.py' 2026-03-03T22:48:15,049 adding 'feature_engine/_docstrings/substitute.py' 2026-03-03T22:48:15,051 adding 'feature_engine/_docstrings/init_parameters/__init__.py' 2026-03-03T22:48:15,052 adding 'feature_engine/_docstrings/init_parameters/all_trasnformers.py' 2026-03-03T22:48:15,054 adding 'feature_engine/_docstrings/init_parameters/creation.py' 2026-03-03T22:48:15,055 adding 'feature_engine/_docstrings/init_parameters/discretisers.py' 2026-03-03T22:48:15,056 adding 'feature_engine/_docstrings/init_parameters/encoders.py' 2026-03-03T22:48:15,057 adding 'feature_engine/_docstrings/init_parameters/outliers.py' 2026-03-03T22:48:15,059 adding 'feature_engine/_docstrings/init_parameters/selection.py' 2026-03-03T22:48:15,060 adding 'feature_engine/_docstrings/selection/__init__.py' 2026-03-03T22:48:15,061 adding 'feature_engine/_docstrings/selection/_docstring.py' 2026-03-03T22:48:15,063 adding 'feature_engine/_prediction/__init__.py' 2026-03-03T22:48:15,065 adding 'feature_engine/_prediction/base_predictor.py' 2026-03-03T22:48:15,066 adding 'feature_engine/_prediction/target_mean_classifier.py' 2026-03-03T22:48:15,068 adding 'feature_engine/_prediction/target_mean_regressor.py' 2026-03-03T22:48:15,070 adding 'feature_engine/creation/__init__.py' 2026-03-03T22:48:15,071 adding 'feature_engine/creation/base_creation.py' 2026-03-03T22:48:15,073 adding 'feature_engine/creation/cyclical_features.py' 2026-03-03T22:48:15,075 adding 'feature_engine/creation/decision_tree_features.py' 2026-03-03T22:48:15,078 adding 'feature_engine/creation/geo_features.py' 2026-03-03T22:48:15,079 adding 'feature_engine/creation/math_features.py' 2026-03-03T22:48:15,081 adding 'feature_engine/creation/relative_features.py' 2026-03-03T22:48:15,083 adding 'feature_engine/datasets/__init__.py' 2026-03-03T22:48:15,084 adding 'feature_engine/datasets/titanic.py' 2026-03-03T22:48:15,086 adding 'feature_engine/datetime/__init__.py' 2026-03-03T22:48:15,087 adding 'feature_engine/datetime/_datetime_constants.py' 2026-03-03T22:48:15,089 adding 'feature_engine/datetime/datetime.py' 2026-03-03T22:48:15,091 adding 'feature_engine/datetime/datetime_ordinal.py' 2026-03-03T22:48:15,093 adding 'feature_engine/datetime/datetime_subtraction.py' 2026-03-03T22:48:15,095 adding 'feature_engine/discretisation/__init__.py' 2026-03-03T22:48:15,096 adding 'feature_engine/discretisation/arbitrary.py' 2026-03-03T22:48:15,098 adding 'feature_engine/discretisation/base_discretiser.py' 2026-03-03T22:48:15,100 adding 'feature_engine/discretisation/decision_tree.py' 2026-03-03T22:48:15,101 adding 'feature_engine/discretisation/equal_frequency.py' 2026-03-03T22:48:15,103 adding 'feature_engine/discretisation/equal_width.py' 2026-03-03T22:48:15,104 adding 'feature_engine/discretisation/geometric_width.py' 2026-03-03T22:48:15,106 adding 'feature_engine/encoding/__init__.py' 2026-03-03T22:48:15,108 adding 'feature_engine/encoding/_helper_functions.py' 2026-03-03T22:48:15,109 adding 'feature_engine/encoding/base_encoder.py' 2026-03-03T22:48:15,111 adding 'feature_engine/encoding/count_frequency.py' 2026-03-03T22:48:15,113 adding 'feature_engine/encoding/decision_tree.py' 2026-03-03T22:48:15,115 adding 'feature_engine/encoding/mean_encoding.py' 2026-03-03T22:48:15,117 adding 'feature_engine/encoding/one_hot.py' 2026-03-03T22:48:15,118 adding 'feature_engine/encoding/ordinal.py' 2026-03-03T22:48:15,120 adding 'feature_engine/encoding/rare_label.py' 2026-03-03T22:48:15,122 adding 'feature_engine/encoding/similarity_encoder.py' 2026-03-03T22:48:15,124 adding 'feature_engine/encoding/woe.py' 2026-03-03T22:48:15,126 adding 'feature_engine/imputation/__init__.py' 2026-03-03T22:48:15,127 adding 'feature_engine/imputation/arbitrary_number.py' 2026-03-03T22:48:15,129 adding 'feature_engine/imputation/base_imputer.py' 2026-03-03T22:48:15,130 adding 'feature_engine/imputation/categorical.py' 2026-03-03T22:48:15,132 adding 'feature_engine/imputation/drop_missing_data.py' 2026-03-03T22:48:15,133 adding 'feature_engine/imputation/end_tail.py' 2026-03-03T22:48:15,135 adding 'feature_engine/imputation/mean_median.py' 2026-03-03T22:48:15,137 adding 'feature_engine/imputation/missing_indicator.py' 2026-03-03T22:48:15,138 adding 'feature_engine/imputation/random_sample.py' 2026-03-03T22:48:15,140 adding 'feature_engine/outliers/__init__.py' 2026-03-03T22:48:15,142 adding 'feature_engine/outliers/artbitrary.py' 2026-03-03T22:48:15,143 adding 'feature_engine/outliers/base_outlier.py' 2026-03-03T22:48:15,145 adding 'feature_engine/outliers/trimmer.py' 2026-03-03T22:48:15,146 adding 'feature_engine/outliers/winsorizer.py' 2026-03-03T22:48:15,148 adding 'feature_engine/pipeline/__init__.py' 2026-03-03T22:48:15,151 adding 'feature_engine/pipeline/pipeline.py' 2026-03-03T22:48:15,152 adding 'feature_engine/preprocessing/__init__.py' 2026-03-03T22:48:15,154 adding 'feature_engine/preprocessing/match_categories.py' 2026-03-03T22:48:15,156 adding 'feature_engine/preprocessing/match_columns.py' 2026-03-03T22:48:15,158 adding 'feature_engine/scaling/__init__.py' 2026-03-03T22:48:15,159 adding 'feature_engine/scaling/mean_normalization.py' 2026-03-03T22:48:15,161 adding 'feature_engine/selection/__init__.py' 2026-03-03T22:48:15,162 adding 'feature_engine/selection/_selection_constants.py' 2026-03-03T22:48:15,164 adding 'feature_engine/selection/base_recursive_selector.py' 2026-03-03T22:48:15,166 adding 'feature_engine/selection/base_selection_functions.py' 2026-03-03T22:48:15,167 adding 'feature_engine/selection/base_selector.py' 2026-03-03T22:48:15,169 adding 'feature_engine/selection/drop_constant_features.py' 2026-03-03T22:48:15,170 adding 'feature_engine/selection/drop_correlated_features.py' 2026-03-03T22:48:15,172 adding 'feature_engine/selection/drop_duplicate_features.py' 2026-03-03T22:48:15,173 adding 'feature_engine/selection/drop_features.py' 2026-03-03T22:48:15,177 adding 'feature_engine/selection/drop_psi_features.py' 2026-03-03T22:48:15,179 adding 'feature_engine/selection/information_value.py' 2026-03-03T22:48:15,182 adding 'feature_engine/selection/mrmr.py' 2026-03-03T22:48:15,184 adding 'feature_engine/selection/probe_feature_selection.py' 2026-03-03T22:48:15,186 adding 'feature_engine/selection/recursive_feature_addition.py' 2026-03-03T22:48:15,187 adding 'feature_engine/selection/recursive_feature_elimination.py' 2026-03-03T22:48:15,189 adding 'feature_engine/selection/shuffle_features.py' 2026-03-03T22:48:15,191 adding 'feature_engine/selection/single_feature_performance.py' 2026-03-03T22:48:15,193 adding 'feature_engine/selection/smart_correlation_selection.py' 2026-03-03T22:48:15,195 adding 'feature_engine/selection/target_mean_selection.py' 2026-03-03T22:48:15,197 adding 'feature_engine/text/__init__.py' 2026-03-03T22:48:15,199 adding 'feature_engine/text/text_features.py' 2026-03-03T22:48:15,200 adding 'feature_engine/timeseries/__init__.py' 2026-03-03T22:48:15,202 adding 'feature_engine/timeseries/forecasting/__init__.py' 2026-03-03T22:48:15,204 adding 'feature_engine/timeseries/forecasting/base_forecast_transformers.py' 2026-03-03T22:48:15,206 adding 'feature_engine/timeseries/forecasting/expanding_window_features.py' 2026-03-03T22:48:15,207 adding 'feature_engine/timeseries/forecasting/lag_features.py' 2026-03-03T22:48:15,209 adding 'feature_engine/timeseries/forecasting/window_features.py' 2026-03-03T22:48:15,211 adding 'feature_engine/transformation/__init__.py' 2026-03-03T22:48:15,212 adding 'feature_engine/transformation/arcsin.py' 2026-03-03T22:48:15,214 adding 'feature_engine/transformation/arcsinh.py' 2026-03-03T22:48:15,215 adding 'feature_engine/transformation/boxcox.py' 2026-03-03T22:48:15,217 adding 'feature_engine/transformation/log.py' 2026-03-03T22:48:15,219 adding 'feature_engine/transformation/power.py' 2026-03-03T22:48:15,220 adding 'feature_engine/transformation/reciprocal.py' 2026-03-03T22:48:15,222 adding 'feature_engine/transformation/yeojohnson.py' 2026-03-03T22:48:15,223 adding 'feature_engine/variable_handling/__init__.py' 2026-03-03T22:48:15,225 adding 'feature_engine/variable_handling/_variable_type_checks.py' 2026-03-03T22:48:15,226 adding 'feature_engine/variable_handling/check_variables.py' 2026-03-03T22:48:15,227 adding 'feature_engine/variable_handling/dtypes.py' 2026-03-03T22:48:15,229 adding 'feature_engine/variable_handling/find_variables.py' 2026-03-03T22:48:15,230 adding 'feature_engine/variable_handling/retain_variables.py' 2026-03-03T22:48:15,232 adding 'feature_engine/wrappers/__init__.py' 2026-03-03T22:48:15,234 adding 'feature_engine/wrappers/wrappers.py' 2026-03-03T22:48:15,237 adding 'feature_engine-1.9.4.dist-info/licenses/LICENSE.md' 2026-03-03T22:48:15,238 adding 'feature_engine-1.9.4.dist-info/METADATA' 2026-03-03T22:48:15,239 adding 'feature_engine-1.9.4.dist-info/WHEEL' 2026-03-03T22:48:15,240 adding 'feature_engine-1.9.4.dist-info/top_level.txt' 2026-03-03T22:48:15,243 adding 'feature_engine-1.9.4.dist-info/RECORD' 2026-03-03T22:48:15,248 removing build/bdist.linux-armv7l/wheel 2026-03-03T22:48:15,381 Building wheel for feature-engine (pyproject.toml): finished with status 'done' 2026-03-03T22:48:15,390 Created wheel for feature-engine: filename=feature_engine-1.9.4-py3-none-any.whl size=243548 sha256=05749bfeafa242f9c16009235c0b6dbb11003530bc882fabee1db0d25c971348 2026-03-03T22:48:15,391 Stored in directory: /tmp/pip-ephem-wheel-cache-l3dja3th/wheels/6f/e9/58/e9594acd8dad5fdd77fdd41c6effa2f48b08c513399f739443 2026-03-03T22:48:15,408 Successfully built feature-engine 2026-03-03T22:48:15,417 Removed build tracker: '/tmp/pip-build-tracker-cdyu8w0_'