2023-06-08T07:00:53,567 Created temporary directory: /tmp/pip-build-tracker-mq0w8tti 2023-06-08T07:00:53,568 Initialized build tracking at /tmp/pip-build-tracker-mq0w8tti 2023-06-08T07:00:53,568 Created build tracker: /tmp/pip-build-tracker-mq0w8tti 2023-06-08T07:00:53,568 Entered build tracker: /tmp/pip-build-tracker-mq0w8tti 2023-06-08T07:00:53,569 Created temporary directory: /tmp/pip-wheel-r43_bfbc 2023-06-08T07:00:53,572 Created temporary directory: /tmp/pip-ephem-wheel-cache-w5sha28v 2023-06-08T07:00:53,598 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-06-08T07:00:53,601 2 location(s) to search for versions of feature-engine: 2023-06-08T07:00:53,601 * https://pypi.org/simple/feature-engine/ 2023-06-08T07:00:53,601 * https://www.piwheels.org/simple/feature-engine/ 2023-06-08T07:00:53,602 Fetching project page and analyzing links: https://pypi.org/simple/feature-engine/ 2023-06-08T07:00:53,602 Getting page https://pypi.org/simple/feature-engine/ 2023-06-08T07:00:53,604 Found index url https://pypi.org/simple/ 2023-06-08T07:00:53,654 Fetched page https://pypi.org/simple/feature-engine/ as application/vnd.pypi.simple.v1+json 2023-06-08T07:00:53,667 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/) 2023-06-08T07:00:53,668 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 2023-06-08T07:00:53,668 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/) 2023-06-08T07:00:53,668 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 2023-06-08T07:00:53,669 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/) 2023-06-08T07:00:53,669 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 2023-06-08T07:00:53,669 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/) 2023-06-08T07:00:53,669 Found 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https://files.pythonhosted.org/packages/db/c7/8fa51c27324a38c1fe9a0b06f452931e0331913c6b01bc68ac412497f62c/feature_engine-0.4.2.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0), version: 0.4.2 2023-06-08T07:00:53,672 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/46/c9/c6db258859c721ef48f8293bdbe38ad3e367111e499099f01f3be3ee7634/feature_engine-0.4.3-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0) 2023-06-08T07:00:53,672 Found link https://files.pythonhosted.org/packages/13/19/cb4b6c07f2ea0be8109e916946411fc7888b6af600aab9e42c973c98c986/feature_engine-0.4.3.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0), version: 0.4.3 2023-06-08T07:00:53,673 Skipping link: No binaries permitted for feature-engine: 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https://files.pythonhosted.org/packages/f8/fe/d294efc874dc36dd85779e0f4f1f349eeb46993effb9d5a94497ddf24bb4/feature_engine-0.5.15.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0), version: 0.5.15 2023-06-08T07:00:53,680 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/53/20/146409f6cc7854e3290862a7a0594c1ca073f8f2ef57931739265678ff7f/feature_engine-0.5.16-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0) 2023-06-08T07:00:53,680 Found link https://files.pythonhosted.org/packages/db/15/72dbc2fbddb99998ac1b5365b92c371b94ffd73c154c89996fea1c2ebe24/feature_engine-0.5.16.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.6.0), version: 0.5.16 2023-06-08T07:00:53,681 Skipping link: No binaries permitted for feature-engine: 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(requires-python:>=3.6.0), version: 1.4.0 2023-06-08T07:00:53,690 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/4c/cf/e62a527c330ebd615fe20aa0fdc9f5ec0306c85c67a3950ae595d268c2e7/feature_engine-1.4.1-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,690 Found link https://files.pythonhosted.org/packages/1b/b0/5b0752b97400b6209c46ea90c95fd16860863ef4c21bd3d4ffe6c1113f58/feature_engine-1.4.1.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.4.1 2023-06-08T07:00:53,691 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/b5/16/39d186e9e1151380ab0f48b22dae68b40b23a5e72ab681812a0697a1fd6e/feature_engine-1.5.0-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,691 Found link https://files.pythonhosted.org/packages/75/82/04e0cc247537ad1bcac26222adbe90dc5af678cfb409253d0a72a10d975e/feature_engine-1.5.0.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.5.0 2023-06-08T07:00:53,691 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/45/c0/8242f9d2518811c7a13aa2a0f0d34a8a845e3d88a37ae8e0904d29f1c14f/feature_engine-1.5.1-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,692 Found link https://files.pythonhosted.org/packages/fb/56/78cca74af76d5da998e2d122839f255c68aa66170e7bb4a30f1af79b528b/feature_engine-1.5.1.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.5.1 2023-06-08T07:00:53,692 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/f3/5b/9bfd9be4f1a3bfa1d3c267a77bffe381160964ef51f045904e7c3274be21/feature_engine-1.5.2-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,693 Found link https://files.pythonhosted.org/packages/6a/ec/6cfb588cdeb22f0eeabcbf7aaff248ea61694c3ea5103f0e9894705a4099/feature_engine-1.5.2.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.5.2 2023-06-08T07:00:53,693 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/ed/ff/4be8a49d3c80119a0949ebde993b3736a5e6ad14e93850c779904ee9a73d/feature_engine-1.6.0-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,694 Found link https://files.pythonhosted.org/packages/5e/71/60f381ce9e68004e96cb325b8c040800b35f3854a95a197412260edee124/feature_engine-1.6.0.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.6.0 2023-06-08T07:00:53,694 Skipping link: No binaries permitted for feature-engine: https://files.pythonhosted.org/packages/a3/1b/13e243aad6fcd559069b059c267db9ef8b843fc0afc443bf18cfcd9228e8/feature_engine-1.6.1-py2.py3-none-any.whl (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,694 Found link https://files.pythonhosted.org/packages/08/a3/047832cd6bfa979707343b642b48e3888085298b9068a7f866617a7f2826/feature_engine-1.6.1.tar.gz (from https://pypi.org/simple/feature-engine/) (requires-python:>=3.8.0), version: 1.6.1 2023-06-08T07:00:53,695 Fetching project page and analyzing links: https://www.piwheels.org/simple/feature-engine/ 2023-06-08T07:00:53,695 Getting page https://www.piwheels.org/simple/feature-engine/ 2023-06-08T07:00:53,696 Found index url https://www.piwheels.org/simple/ 2023-06-08T07:00:53,952 Fetched page https://www.piwheels.org/simple/feature-engine/ as text/html 2023-06-08T07:00:53,962 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.6.0-py3-none-any.whl#sha256=034329ed4babd0b23be26318d38d8a00a487dc2b04843d579189b0130fbbd4e5 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,963 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.5.2-py3-none-any.whl#sha256=92d97af65a5e95d8740732e99f25d43bdd34cccf782baab16ba22abb5dc105be (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,963 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.5.1-py3-none-any.whl#sha256=9028064410f9eeca39585e17ec60dbf0bb468c8b7804171e5a1201eed8e18561 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,963 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.5.0-py3-none-any.whl#sha256=25958a21dc1a77f1a3de73c15d151da76488cb821b9dbbd80932d9d7a6da307a (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,963 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.4.1-py3-none-any.whl#sha256=66c58f7f52d68c59649c099b08a0e2dc851fa7c0bc1acbc893f37bb6faeb7331 (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.8.0) 2023-06-08T07:00:53,963 Skipping link: No binaries permitted for feature-engine: https://www.piwheels.org/simple/feature-engine/feature_engine-1.4.0-py3-none-any.whl#sha256=cc1ceeda9fa9ab3f374e8abd55a7778d2e4a66f112bbfa0fcdecc017a6af0e4d (from https://www.piwheels.org/simple/feature-engine/) (requires-python:>=3.6.0) 2023-06-08T07:00:53,964 Skipping link: No binaries permitted for feature-engine: 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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/) 2023-06-08T07:00:53,968 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/) 2023-06-08T07:00:53,969 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/) 2023-06-08T07:00:53,969 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/) 2023-06-08T07:00:53,969 Skipping link: not a file: https://www.piwheels.org/simple/feature-engine/ 2023-06-08T07:00:53,969 Skipping link: not a file: https://pypi.org/simple/feature-engine/ 2023-06-08T07:00:53,991 Given no hashes to check 1 links for project 'feature-engine': discarding no candidates 2023-06-08T07:00:54,008 Collecting feature-engine==1.6.1 2023-06-08T07:00:54,010 Created temporary directory: /tmp/pip-unpack-ohtuo4w5 2023-06-08T07:00:54,133 Downloading feature_engine-1.6.1.tar.gz (195 kB) 2023-06-08T07:00:54,643 Added feature-engine==1.6.1 from https://files.pythonhosted.org/packages/08/a3/047832cd6bfa979707343b642b48e3888085298b9068a7f866617a7f2826/feature_engine-1.6.1.tar.gz to build tracker '/tmp/pip-build-tracker-mq0w8tti' 2023-06-08T07:00:54,645 Running setup.py (path:/tmp/pip-wheel-r43_bfbc/feature-engine_b2182a3046b54d32ba167932b7ef98ac/setup.py) egg_info for package feature-engine 2023-06-08T07:00:54,646 Created temporary directory: /tmp/pip-pip-egg-info-w657x949 2023-06-08T07:00:54,646 Preparing metadata (setup.py): started 2023-06-08T07:00:54,647 Running command python setup.py egg_info 2023-06-08T07:00:55,281 running egg_info 2023-06-08T07:00:55,282 creating /tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info 2023-06-08T07:00:55,310 writing /tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/PKG-INFO 2023-06-08T07:00:55,313 writing dependency_links to /tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/dependency_links.txt 2023-06-08T07:00:55,315 writing requirements to /tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/requires.txt 2023-06-08T07:00:55,316 writing top-level names to /tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/top_level.txt 2023-06-08T07:00:55,317 writing manifest file '/tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/SOURCES.txt' 2023-06-08T07:00:55,411 reading manifest file '/tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/SOURCES.txt' 2023-06-08T07:00:55,413 reading manifest template 'MANIFEST.in' 2023-06-08T07:00:55,416 warning: no files found matching '*.pkl' 2023-06-08T07:00:55,416 warning: manifest_maker: MANIFEST.in, line 4: 'recursive-include' expects ... 2023-06-08T07:00:55,417 warning: no files found matching './LICENSE' 2023-06-08T07:00:55,418 warning: no previously-included files found matching '*.log' 2023-06-08T07:00:55,419 warning: no previously-included files matching '__pycache__' found under directory '*' 2023-06-08T07:00:55,420 warning: no previously-included files matching '*.py[co]' found under directory '*' 2023-06-08T07:00:55,420 adding license file 'LICENSE.md' 2023-06-08T07:00:55,426 writing manifest file '/tmp/pip-pip-egg-info-w657x949/feature_engine.egg-info/SOURCES.txt' 2023-06-08T07:00:55,485 Preparing metadata (setup.py): finished with status 'done' 2023-06-08T07:00:55,491 Source in /tmp/pip-wheel-r43_bfbc/feature-engine_b2182a3046b54d32ba167932b7ef98ac has version 1.6.1, which satisfies requirement feature-engine==1.6.1 from https://files.pythonhosted.org/packages/08/a3/047832cd6bfa979707343b642b48e3888085298b9068a7f866617a7f2826/feature_engine-1.6.1.tar.gz 2023-06-08T07:00:55,492 Removed feature-engine==1.6.1 from https://files.pythonhosted.org/packages/08/a3/047832cd6bfa979707343b642b48e3888085298b9068a7f866617a7f2826/feature_engine-1.6.1.tar.gz from build tracker '/tmp/pip-build-tracker-mq0w8tti' 2023-06-08T07:00:55,499 Created temporary directory: /tmp/pip-unpack-oxrp7dnj 2023-06-08T07:00:55,500 Building wheels for collected packages: feature-engine 2023-06-08T07:00:55,503 Created temporary directory: /tmp/pip-wheel-cmqtqrga 2023-06-08T07:00:55,504 Building wheel for feature-engine (setup.py): started 2023-06-08T07:00:55,505 Destination directory: /tmp/pip-wheel-cmqtqrga 2023-06-08T07:00:55,505 Running command python setup.py bdist_wheel 2023-06-08T07:00:56,142 running bdist_wheel 2023-06-08T07:00:56,425 running build 2023-06-08T07:00:56,425 running build_py 2023-06-08T07:00:56,453 creating build 2023-06-08T07:00:56,453 creating build/lib 2023-06-08T07:00:56,454 creating build/lib/feature_engine 2023-06-08T07:00:56,455 copying feature_engine/tags.py -> build/lib/feature_engine 2023-06-08T07:00:56,457 copying feature_engine/__init__.py -> build/lib/feature_engine 2023-06-08T07:00:56,458 copying feature_engine/dataframe_checks.py -> build/lib/feature_engine 2023-06-08T07:00:56,461 creating build/lib/feature_engine/_docstrings 2023-06-08T07:00:56,462 copying feature_engine/_docstrings/substitute.py -> build/lib/feature_engine/_docstrings 2023-06-08T07:00:56,463 copying feature_engine/_docstrings/fit_attributes.py -> build/lib/feature_engine/_docstrings 2023-06-08T07:00:56,465 copying feature_engine/_docstrings/methods.py -> build/lib/feature_engine/_docstrings 2023-06-08T07:00:56,466 copying feature_engine/_docstrings/__init__.py -> build/lib/feature_engine/_docstrings 2023-06-08T07:00:56,468 creating build/lib/feature_engine/outliers 2023-06-08T07:00:56,469 copying feature_engine/outliers/base_outlier.py -> build/lib/feature_engine/outliers 2023-06-08T07:00:56,471 copying feature_engine/outliers/artbitrary.py -> build/lib/feature_engine/outliers 2023-06-08T07:00:56,473 copying feature_engine/outliers/trimmer.py -> build/lib/feature_engine/outliers 2023-06-08T07:00:56,475 copying feature_engine/outliers/winsorizer.py -> build/lib/feature_engine/outliers 2023-06-08T07:00:56,477 copying feature_engine/outliers/__init__.py -> build/lib/feature_engine/outliers 2023-06-08T07:00:56,479 creating build/lib/feature_engine/variable_handling 2023-06-08T07:00:56,480 copying feature_engine/variable_handling/variable_type_selection.py -> build/lib/feature_engine/variable_handling 2023-06-08T07:00:56,482 copying feature_engine/variable_handling/__init__.py -> build/lib/feature_engine/variable_handling 2023-06-08T07:00:56,484 copying feature_engine/variable_handling/_variable_type_checks.py -> build/lib/feature_engine/variable_handling 2023-06-08T07:00:56,485 copying feature_engine/variable_handling/_init_parameter_checks.py -> build/lib/feature_engine/variable_handling 2023-06-08T07:00:56,487 creating build/lib/feature_engine/timeseries 2023-06-08T07:00:56,488 copying feature_engine/timeseries/__init__.py -> build/lib/feature_engine/timeseries 2023-06-08T07:00:56,490 creating build/lib/feature_engine/creation 2023-06-08T07:00:56,491 copying feature_engine/creation/relative_features.py -> build/lib/feature_engine/creation 2023-06-08T07:00:56,493 copying feature_engine/creation/__init__.py -> build/lib/feature_engine/creation 2023-06-08T07:00:56,495 copying feature_engine/creation/base_creation.py -> build/lib/feature_engine/creation 2023-06-08T07:00:56,497 copying feature_engine/creation/math_features.py -> build/lib/feature_engine/creation 2023-06-08T07:00:56,499 copying feature_engine/creation/cyclical_features.py -> build/lib/feature_engine/creation 2023-06-08T07:00:56,502 creating build/lib/feature_engine/_check_input_parameters 2023-06-08T07:00:56,502 copying feature_engine/_check_input_parameters/check_init_input_params.py -> build/lib/feature_engine/_check_input_parameters 2023-06-08T07:00:56,505 copying feature_engine/_check_input_parameters/__init__.py -> build/lib/feature_engine/_check_input_parameters 2023-06-08T07:00:56,506 copying feature_engine/_check_input_parameters/check_input_dictionary.py -> build/lib/feature_engine/_check_input_parameters 2023-06-08T07:00:56,508 creating build/lib/feature_engine/transformation 2023-06-08T07:00:56,509 copying feature_engine/transformation/arcsin.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,511 copying feature_engine/transformation/reciprocal.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,513 copying feature_engine/transformation/log.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,516 copying feature_engine/transformation/power.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,518 copying feature_engine/transformation/__init__.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,519 copying feature_engine/transformation/boxcox.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,521 copying feature_engine/transformation/yeojohnson.py -> build/lib/feature_engine/transformation 2023-06-08T07:00:56,524 creating build/lib/feature_engine/wrappers 2023-06-08T07:00:56,524 copying feature_engine/wrappers/wrappers.py -> build/lib/feature_engine/wrappers 2023-06-08T07:00:56,527 copying feature_engine/wrappers/__init__.py -> build/lib/feature_engine/wrappers 2023-06-08T07:00:56,529 creating build/lib/feature_engine/discretisation 2023-06-08T07:00:56,530 copying feature_engine/discretisation/arbitrary.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,532 copying feature_engine/discretisation/decision_tree.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,534 copying feature_engine/discretisation/equal_frequency.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,536 copying feature_engine/discretisation/geometric_width.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,538 copying feature_engine/discretisation/__init__.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,540 copying feature_engine/discretisation/equal_width.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,542 copying feature_engine/discretisation/base_discretiser.py -> build/lib/feature_engine/discretisation 2023-06-08T07:00:56,544 creating build/lib/feature_engine/imputation 2023-06-08T07:00:56,545 copying feature_engine/imputation/random_sample.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,547 copying feature_engine/imputation/base_imputer.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,549 copying feature_engine/imputation/arbitrary_number.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,551 copying feature_engine/imputation/end_tail.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,553 copying feature_engine/imputation/missing_indicator.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,555 copying feature_engine/imputation/mean_median.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,556 copying feature_engine/imputation/__init__.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,558 copying feature_engine/imputation/categorical.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,560 copying feature_engine/imputation/drop_missing_data.py -> build/lib/feature_engine/imputation 2023-06-08T07:00:56,562 creating build/lib/feature_engine/_prediction 2023-06-08T07:00:56,563 copying feature_engine/_prediction/target_mean_classifier.py -> build/lib/feature_engine/_prediction 2023-06-08T07:00:56,565 copying feature_engine/_prediction/__init__.py -> build/lib/feature_engine/_prediction 2023-06-08T07:00:56,566 copying feature_engine/_prediction/base_predictor.py -> build/lib/feature_engine/_prediction 2023-06-08T07:00:56,569 copying feature_engine/_prediction/target_mean_regressor.py -> build/lib/feature_engine/_prediction 2023-06-08T07:00:56,571 creating build/lib/feature_engine/datasets 2023-06-08T07:00:56,572 copying feature_engine/datasets/__init__.py -> build/lib/feature_engine/datasets 2023-06-08T07:00:56,573 copying feature_engine/datasets/titanic.py -> build/lib/feature_engine/datasets 2023-06-08T07:00:56,576 creating build/lib/feature_engine/datetime 2023-06-08T07:00:56,576 copying feature_engine/datetime/datetime_subtraction.py -> build/lib/feature_engine/datetime 2023-06-08T07:00:56,579 copying feature_engine/datetime/__init__.py -> build/lib/feature_engine/datetime 2023-06-08T07:00:56,580 copying feature_engine/datetime/datetime.py -> build/lib/feature_engine/datetime 2023-06-08T07:00:56,582 copying feature_engine/datetime/_datetime_constants.py -> build/lib/feature_engine/datetime 2023-06-08T07:00:56,585 creating build/lib/feature_engine/encoding 2023-06-08T07:00:56,586 copying feature_engine/encoding/rare_label.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,588 copying feature_engine/encoding/_helper_functions.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,589 copying feature_engine/encoding/one_hot.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,591 copying feature_engine/encoding/decision_tree.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,594 copying feature_engine/encoding/mean_encoding.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,596 copying feature_engine/encoding/count_frequency.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,598 copying feature_engine/encoding/ordinal.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,600 copying feature_engine/encoding/woe.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,602 copying feature_engine/encoding/__init__.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,603 copying feature_engine/encoding/base_encoder.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,605 copying feature_engine/encoding/similarity_encoder.py -> build/lib/feature_engine/encoding 2023-06-08T07:00:56,608 creating build/lib/feature_engine/preprocessing 2023-06-08T07:00:56,609 copying feature_engine/preprocessing/match_categories.py -> build/lib/feature_engine/preprocessing 2023-06-08T07:00:56,611 copying feature_engine/preprocessing/__init__.py -> build/lib/feature_engine/preprocessing 2023-06-08T07:00:56,613 copying feature_engine/preprocessing/match_columns.py -> build/lib/feature_engine/preprocessing 2023-06-08T07:00:56,616 creating build/lib/feature_engine/selection 2023-06-08T07:00:56,617 copying feature_engine/selection/recursive_feature_addition.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,619 copying feature_engine/selection/base_recursive_selector.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,621 copying feature_engine/selection/information_value.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,623 copying feature_engine/selection/base_selector.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,625 copying feature_engine/selection/probe_feature_selection.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,627 copying feature_engine/selection/drop_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,629 copying feature_engine/selection/_selection_constants.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,630 copying feature_engine/selection/__init__.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,632 copying feature_engine/selection/drop_constant_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,634 copying feature_engine/selection/smart_correlation_selection.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,636 copying feature_engine/selection/recursive_feature_elimination.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,638 copying feature_engine/selection/single_feature_performance.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,640 copying feature_engine/selection/drop_psi_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,643 copying feature_engine/selection/target_mean_selection.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,645 copying feature_engine/selection/shuffle_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,648 copying feature_engine/selection/drop_correlated_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,650 copying feature_engine/selection/drop_duplicate_features.py -> build/lib/feature_engine/selection 2023-06-08T07:00:56,652 creating build/lib/feature_engine/_base_transformers 2023-06-08T07:00:56,653 copying feature_engine/_base_transformers/base_numerical.py -> build/lib/feature_engine/_base_transformers 2023-06-08T07:00:56,655 copying feature_engine/_base_transformers/mixins.py -> build/lib/feature_engine/_base_transformers 2023-06-08T07:00:56,657 copying feature_engine/_base_transformers/__init__.py -> build/lib/feature_engine/_base_transformers 2023-06-08T07:00:56,659 creating build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,660 copying feature_engine/_docstrings/init_parameters/selection.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,661 copying feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,663 copying feature_engine/_docstrings/init_parameters/__init__.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,664 copying feature_engine/_docstrings/init_parameters/encoders.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,666 copying feature_engine/_docstrings/init_parameters/outliers.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,668 copying feature_engine/_docstrings/init_parameters/discretisers.py -> build/lib/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,670 creating build/lib/feature_engine/_docstrings/selection 2023-06-08T07:00:56,670 copying feature_engine/_docstrings/selection/_docstring.py -> build/lib/feature_engine/_docstrings/selection 2023-06-08T07:00:56,672 copying feature_engine/_docstrings/selection/__init__.py -> build/lib/feature_engine/_docstrings/selection 2023-06-08T07:00:56,674 creating build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,675 copying feature_engine/timeseries/forecasting/__init__.py -> build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,677 copying feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,679 copying feature_engine/timeseries/forecasting/lag_features.py -> build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,681 copying feature_engine/timeseries/forecasting/window_features.py -> build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,683 copying feature_engine/timeseries/forecasting/expanding_window_features.py -> build/lib/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,685 running egg_info 2023-06-08T07:00:56,744 writing feature_engine.egg-info/PKG-INFO 2023-06-08T07:00:56,746 writing dependency_links to feature_engine.egg-info/dependency_links.txt 2023-06-08T07:00:56,748 writing requirements to feature_engine.egg-info/requires.txt 2023-06-08T07:00:56,749 writing top-level names to feature_engine.egg-info/top_level.txt 2023-06-08T07:00:56,789 reading manifest file 'feature_engine.egg-info/SOURCES.txt' 2023-06-08T07:00:56,796 reading manifest template 'MANIFEST.in' 2023-06-08T07:00:56,799 warning: no files found matching '*.pkl' 2023-06-08T07:00:56,800 warning: manifest_maker: MANIFEST.in, line 4: 'recursive-include' expects ... 2023-06-08T07:00:56,800 warning: no files found matching './LICENSE' 2023-06-08T07:00:56,801 warning: no previously-included files found matching '*.log' 2023-06-08T07:00:56,803 warning: no previously-included files matching '__pycache__' found under directory '*' 2023-06-08T07:00:56,804 warning: no previously-included files matching '*.py[co]' found under directory '*' 2023-06-08T07:00:56,805 adding license file 'LICENSE.md' 2023-06-08T07:00:56,816 writing manifest file 'feature_engine.egg-info/SOURCES.txt' 2023-06-08T07:00:56,825 copying feature_engine/VERSION -> build/lib/feature_engine 2023-06-08T07:00:56,867 /home/piwheels/.local/lib/python3.9/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-06-08T07:00:56,867 !! 2023-06-08T07:00:56,867 ******************************************************************************** 2023-06-08T07:00:56,867 Please avoid running ``setup.py`` directly. 2023-06-08T07:00:56,867 Instead, use pypa/build, pypa/installer, pypa/build or 2023-06-08T07:00:56,868 other standards-based tools. 2023-06-08T07:00:56,868 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-06-08T07:00:56,868 ******************************************************************************** 2023-06-08T07:00:56,868 !! 2023-06-08T07:00:56,868 self.initialize_options() 2023-06-08T07:00:56,893 installing to build/bdist.linux-armv7l/wheel 2023-06-08T07:00:56,893 running install 2023-06-08T07:00:56,918 running install_lib 2023-06-08T07:00:56,944 creating build/bdist.linux-armv7l 2023-06-08T07:00:56,945 creating build/bdist.linux-armv7l/wheel 2023-06-08T07:00:56,946 creating build/bdist.linux-armv7l/wheel/feature_engine 2023-06-08T07:00:56,948 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2023-06-08T07:00:56,949 copying build/lib/feature_engine/_docstrings/substitute.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2023-06-08T07:00:56,951 copying build/lib/feature_engine/_docstrings/fit_attributes.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2023-06-08T07:00:56,953 copying build/lib/feature_engine/_docstrings/methods.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2023-06-08T07:00:56,955 copying build/lib/feature_engine/_docstrings/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings 2023-06-08T07:00:56,957 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,958 copying build/lib/feature_engine/_docstrings/init_parameters/selection.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,960 copying build/lib/feature_engine/_docstrings/init_parameters/all_trasnformers.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,961 copying build/lib/feature_engine/_docstrings/init_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,963 copying build/lib/feature_engine/_docstrings/init_parameters/encoders.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,965 copying build/lib/feature_engine/_docstrings/init_parameters/outliers.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,967 copying build/lib/feature_engine/_docstrings/init_parameters/discretisers.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/init_parameters 2023-06-08T07:00:56,969 creating build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/selection 2023-06-08T07:00:56,970 copying build/lib/feature_engine/_docstrings/selection/_docstring.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/selection 2023-06-08T07:00:56,972 copying build/lib/feature_engine/_docstrings/selection/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_docstrings/selection 2023-06-08T07:00:56,973 copying build/lib/feature_engine/VERSION -> build/bdist.linux-armv7l/wheel/feature_engine 2023-06-08T07:00:56,975 creating build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,976 copying build/lib/feature_engine/outliers/base_outlier.py -> build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,979 copying build/lib/feature_engine/outliers/artbitrary.py -> build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,981 copying build/lib/feature_engine/outliers/trimmer.py -> build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,983 copying build/lib/feature_engine/outliers/winsorizer.py -> build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,985 copying build/lib/feature_engine/outliers/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/outliers 2023-06-08T07:00:56,987 creating build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2023-06-08T07:00:56,988 copying build/lib/feature_engine/variable_handling/variable_type_selection.py -> build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2023-06-08T07:00:56,991 copying build/lib/feature_engine/variable_handling/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2023-06-08T07:00:56,993 copying build/lib/feature_engine/variable_handling/_variable_type_checks.py -> build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2023-06-08T07:00:56,995 copying build/lib/feature_engine/variable_handling/_init_parameter_checks.py -> build/bdist.linux-armv7l/wheel/feature_engine/variable_handling 2023-06-08T07:00:56,997 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries 2023-06-08T07:00:56,998 creating build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:56,999 copying build/lib/feature_engine/timeseries/forecasting/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:57,001 copying build/lib/feature_engine/timeseries/forecasting/base_forecast_transformers.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:57,004 copying build/lib/feature_engine/timeseries/forecasting/lag_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:57,006 copying build/lib/feature_engine/timeseries/forecasting/window_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:57,009 copying build/lib/feature_engine/timeseries/forecasting/expanding_window_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries/forecasting 2023-06-08T07:00:57,011 copying build/lib/feature_engine/timeseries/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/timeseries 2023-06-08T07:00:57,013 creating build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,014 copying build/lib/feature_engine/creation/relative_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,017 copying build/lib/feature_engine/creation/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,019 copying build/lib/feature_engine/creation/base_creation.py -> build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,021 copying build/lib/feature_engine/creation/math_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,023 copying build/lib/feature_engine/creation/cyclical_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/creation 2023-06-08T07:00:57,026 creating build/bdist.linux-armv7l/wheel/feature_engine/_check_input_parameters 2023-06-08T07:00:57,027 copying build/lib/feature_engine/_check_input_parameters/check_init_input_params.py -> build/bdist.linux-armv7l/wheel/feature_engine/_check_input_parameters 2023-06-08T07:00:57,029 copying build/lib/feature_engine/_check_input_parameters/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_check_input_parameters 2023-06-08T07:00:57,030 copying build/lib/feature_engine/_check_input_parameters/check_input_dictionary.py -> build/bdist.linux-armv7l/wheel/feature_engine/_check_input_parameters 2023-06-08T07:00:57,033 creating build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,033 copying build/lib/feature_engine/transformation/arcsin.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,036 copying build/lib/feature_engine/transformation/reciprocal.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,038 copying build/lib/feature_engine/transformation/log.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,041 copying build/lib/feature_engine/transformation/power.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,043 copying build/lib/feature_engine/transformation/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,045 copying build/lib/feature_engine/transformation/boxcox.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,047 copying build/lib/feature_engine/transformation/yeojohnson.py -> build/bdist.linux-armv7l/wheel/feature_engine/transformation 2023-06-08T07:00:57,049 copying build/lib/feature_engine/tags.py -> build/bdist.linux-armv7l/wheel/feature_engine 2023-06-08T07:00:57,051 copying build/lib/feature_engine/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine 2023-06-08T07:00:57,053 copying build/lib/feature_engine/dataframe_checks.py -> build/bdist.linux-armv7l/wheel/feature_engine 2023-06-08T07:00:57,056 creating build/bdist.linux-armv7l/wheel/feature_engine/wrappers 2023-06-08T07:00:57,056 copying build/lib/feature_engine/wrappers/wrappers.py -> build/bdist.linux-armv7l/wheel/feature_engine/wrappers 2023-06-08T07:00:57,059 copying build/lib/feature_engine/wrappers/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/wrappers 2023-06-08T07:00:57,061 creating build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,062 copying build/lib/feature_engine/discretisation/arbitrary.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,064 copying build/lib/feature_engine/discretisation/decision_tree.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,066 copying build/lib/feature_engine/discretisation/equal_frequency.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,069 copying build/lib/feature_engine/discretisation/geometric_width.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,071 copying build/lib/feature_engine/discretisation/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,073 copying build/lib/feature_engine/discretisation/equal_width.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,075 copying build/lib/feature_engine/discretisation/base_discretiser.py -> build/bdist.linux-armv7l/wheel/feature_engine/discretisation 2023-06-08T07:00:57,077 creating build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,078 copying build/lib/feature_engine/imputation/random_sample.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,081 copying build/lib/feature_engine/imputation/base_imputer.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,083 copying build/lib/feature_engine/imputation/arbitrary_number.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,085 copying build/lib/feature_engine/imputation/end_tail.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,087 copying build/lib/feature_engine/imputation/missing_indicator.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,089 copying build/lib/feature_engine/imputation/mean_median.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,091 copying build/lib/feature_engine/imputation/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,093 copying build/lib/feature_engine/imputation/categorical.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,095 copying build/lib/feature_engine/imputation/drop_missing_data.py -> build/bdist.linux-armv7l/wheel/feature_engine/imputation 2023-06-08T07:00:57,098 creating build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2023-06-08T07:00:57,099 copying build/lib/feature_engine/_prediction/target_mean_classifier.py -> build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2023-06-08T07:00:57,101 copying build/lib/feature_engine/_prediction/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2023-06-08T07:00:57,103 copying build/lib/feature_engine/_prediction/base_predictor.py -> build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2023-06-08T07:00:57,105 copying build/lib/feature_engine/_prediction/target_mean_regressor.py -> build/bdist.linux-armv7l/wheel/feature_engine/_prediction 2023-06-08T07:00:57,108 creating build/bdist.linux-armv7l/wheel/feature_engine/datasets 2023-06-08T07:00:57,109 copying build/lib/feature_engine/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/datasets 2023-06-08T07:00:57,111 copying build/lib/feature_engine/datasets/titanic.py -> build/bdist.linux-armv7l/wheel/feature_engine/datasets 2023-06-08T07:00:57,113 creating build/bdist.linux-armv7l/wheel/feature_engine/datetime 2023-06-08T07:00:57,114 copying build/lib/feature_engine/datetime/datetime_subtraction.py -> build/bdist.linux-armv7l/wheel/feature_engine/datetime 2023-06-08T07:00:57,117 copying build/lib/feature_engine/datetime/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/datetime 2023-06-08T07:00:57,118 copying build/lib/feature_engine/datetime/datetime.py -> build/bdist.linux-armv7l/wheel/feature_engine/datetime 2023-06-08T07:00:57,121 copying build/lib/feature_engine/datetime/_datetime_constants.py -> build/bdist.linux-armv7l/wheel/feature_engine/datetime 2023-06-08T07:00:57,123 creating build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,124 copying build/lib/feature_engine/encoding/rare_label.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,127 copying build/lib/feature_engine/encoding/_helper_functions.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,128 copying build/lib/feature_engine/encoding/one_hot.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,131 copying build/lib/feature_engine/encoding/decision_tree.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,133 copying build/lib/feature_engine/encoding/mean_encoding.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,135 copying build/lib/feature_engine/encoding/count_frequency.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,138 copying build/lib/feature_engine/encoding/ordinal.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,140 copying build/lib/feature_engine/encoding/woe.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,142 copying build/lib/feature_engine/encoding/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,145 copying build/lib/feature_engine/encoding/base_encoder.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,147 copying build/lib/feature_engine/encoding/similarity_encoder.py -> build/bdist.linux-armv7l/wheel/feature_engine/encoding 2023-06-08T07:00:57,150 creating build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2023-06-08T07:00:57,151 copying build/lib/feature_engine/preprocessing/match_categories.py -> build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2023-06-08T07:00:57,153 copying build/lib/feature_engine/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2023-06-08T07:00:57,155 copying build/lib/feature_engine/preprocessing/match_columns.py -> build/bdist.linux-armv7l/wheel/feature_engine/preprocessing 2023-06-08T07:00:57,158 creating build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,159 copying build/lib/feature_engine/selection/recursive_feature_addition.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,161 copying build/lib/feature_engine/selection/base_recursive_selector.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,164 copying build/lib/feature_engine/selection/information_value.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,166 copying build/lib/feature_engine/selection/base_selector.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,168 copying build/lib/feature_engine/selection/probe_feature_selection.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,170 copying build/lib/feature_engine/selection/drop_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,172 copying build/lib/feature_engine/selection/_selection_constants.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,174 copying build/lib/feature_engine/selection/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,176 copying build/lib/feature_engine/selection/drop_constant_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,178 copying build/lib/feature_engine/selection/smart_correlation_selection.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,181 copying build/lib/feature_engine/selection/recursive_feature_elimination.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,183 copying build/lib/feature_engine/selection/single_feature_performance.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,185 copying build/lib/feature_engine/selection/drop_psi_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,188 copying build/lib/feature_engine/selection/target_mean_selection.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,191 copying build/lib/feature_engine/selection/shuffle_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,193 copying build/lib/feature_engine/selection/drop_correlated_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,197 copying build/lib/feature_engine/selection/drop_duplicate_features.py -> build/bdist.linux-armv7l/wheel/feature_engine/selection 2023-06-08T07:00:57,200 creating build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2023-06-08T07:00:57,201 copying build/lib/feature_engine/_base_transformers/base_numerical.py -> build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2023-06-08T07:00:57,203 copying build/lib/feature_engine/_base_transformers/mixins.py -> build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2023-06-08T07:00:57,206 copying build/lib/feature_engine/_base_transformers/__init__.py -> build/bdist.linux-armv7l/wheel/feature_engine/_base_transformers 2023-06-08T07:00:57,207 running install_egg_info 2023-06-08T07:00:57,237 Copying feature_engine.egg-info to build/bdist.linux-armv7l/wheel/feature_engine-1.6.1-py3.9.egg-info 2023-06-08T07:00:57,250 running install_scripts 2023-06-08T07:00:57,267 creating build/bdist.linux-armv7l/wheel/feature_engine-1.6.1.dist-info/WHEEL 2023-06-08T07:00:57,269 creating '/tmp/pip-wheel-cmqtqrga/feature_engine-1.6.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-06-08T07:00:57,272 adding 'feature_engine/VERSION' 2023-06-08T07:00:57,273 adding 'feature_engine/__init__.py' 2023-06-08T07:00:57,275 adding 'feature_engine/dataframe_checks.py' 2023-06-08T07:00:57,276 adding 'feature_engine/tags.py' 2023-06-08T07:00:57,278 adding 'feature_engine/_base_transformers/__init__.py' 2023-06-08T07:00:57,279 adding 'feature_engine/_base_transformers/base_numerical.py' 2023-06-08T07:00:57,281 adding 'feature_engine/_base_transformers/mixins.py' 2023-06-08T07:00:57,283 adding 'feature_engine/_check_input_parameters/__init__.py' 2023-06-08T07:00:57,284 adding 'feature_engine/_check_input_parameters/check_init_input_params.py' 2023-06-08T07:00:57,285 adding 'feature_engine/_check_input_parameters/check_input_dictionary.py' 2023-06-08T07:00:57,287 adding 'feature_engine/_docstrings/__init__.py' 2023-06-08T07:00:57,288 adding 'feature_engine/_docstrings/fit_attributes.py' 2023-06-08T07:00:57,289 adding 'feature_engine/_docstrings/methods.py' 2023-06-08T07:00:57,290 adding 'feature_engine/_docstrings/substitute.py' 2023-06-08T07:00:57,292 adding 'feature_engine/_docstrings/init_parameters/__init__.py' 2023-06-08T07:00:57,293 adding 'feature_engine/_docstrings/init_parameters/all_trasnformers.py' 2023-06-08T07:00:57,295 adding 'feature_engine/_docstrings/init_parameters/discretisers.py' 2023-06-08T07:00:57,296 adding 'feature_engine/_docstrings/init_parameters/encoders.py' 2023-06-08T07:00:57,297 adding 'feature_engine/_docstrings/init_parameters/outliers.py' 2023-06-08T07:00:57,299 adding 'feature_engine/_docstrings/init_parameters/selection.py' 2023-06-08T07:00:57,300 adding 'feature_engine/_docstrings/selection/__init__.py' 2023-06-08T07:00:57,302 adding 'feature_engine/_docstrings/selection/_docstring.py' 2023-06-08T07:00:57,303 adding 'feature_engine/_prediction/__init__.py' 2023-06-08T07:00:57,305 adding 'feature_engine/_prediction/base_predictor.py' 2023-06-08T07:00:57,307 adding 'feature_engine/_prediction/target_mean_classifier.py' 2023-06-08T07:00:57,308 adding 'feature_engine/_prediction/target_mean_regressor.py' 2023-06-08T07:00:57,310 adding 'feature_engine/creation/__init__.py' 2023-06-08T07:00:57,312 adding 'feature_engine/creation/base_creation.py' 2023-06-08T07:00:57,313 adding 'feature_engine/creation/cyclical_features.py' 2023-06-08T07:00:57,315 adding 'feature_engine/creation/math_features.py' 2023-06-08T07:00:57,317 adding 'feature_engine/creation/relative_features.py' 2023-06-08T07:00:57,319 adding 'feature_engine/datasets/__init__.py' 2023-06-08T07:00:57,320 adding 'feature_engine/datasets/titanic.py' 2023-06-08T07:00:57,322 adding 'feature_engine/datetime/__init__.py' 2023-06-08T07:00:57,323 adding 'feature_engine/datetime/_datetime_constants.py' 2023-06-08T07:00:57,326 adding 'feature_engine/datetime/datetime.py' 2023-06-08T07:00:57,328 adding 'feature_engine/datetime/datetime_subtraction.py' 2023-06-08T07:00:57,330 adding 'feature_engine/discretisation/__init__.py' 2023-06-08T07:00:57,331 adding 'feature_engine/discretisation/arbitrary.py' 2023-06-08T07:00:57,333 adding 'feature_engine/discretisation/base_discretiser.py' 2023-06-08T07:00:57,334 adding 'feature_engine/discretisation/decision_tree.py' 2023-06-08T07:00:57,336 adding 'feature_engine/discretisation/equal_frequency.py' 2023-06-08T07:00:57,338 adding 'feature_engine/discretisation/equal_width.py' 2023-06-08T07:00:57,339 adding 'feature_engine/discretisation/geometric_width.py' 2023-06-08T07:00:57,341 adding 'feature_engine/encoding/__init__.py' 2023-06-08T07:00:57,343 adding 'feature_engine/encoding/_helper_functions.py' 2023-06-08T07:00:57,344 adding 'feature_engine/encoding/base_encoder.py' 2023-06-08T07:00:57,346 adding 'feature_engine/encoding/count_frequency.py' 2023-06-08T07:00:57,348 adding 'feature_engine/encoding/decision_tree.py' 2023-06-08T07:00:57,350 adding 'feature_engine/encoding/mean_encoding.py' 2023-06-08T07:00:57,352 adding 'feature_engine/encoding/one_hot.py' 2023-06-08T07:00:57,354 adding 'feature_engine/encoding/ordinal.py' 2023-06-08T07:00:57,356 adding 'feature_engine/encoding/rare_label.py' 2023-06-08T07:00:57,358 adding 'feature_engine/encoding/similarity_encoder.py' 2023-06-08T07:00:57,360 adding 'feature_engine/encoding/woe.py' 2023-06-08T07:00:57,362 adding 'feature_engine/imputation/__init__.py' 2023-06-08T07:00:57,364 adding 'feature_engine/imputation/arbitrary_number.py' 2023-06-08T07:00:57,365 adding 'feature_engine/imputation/base_imputer.py' 2023-06-08T07:00:57,367 adding 'feature_engine/imputation/categorical.py' 2023-06-08T07:00:57,369 adding 'feature_engine/imputation/drop_missing_data.py' 2023-06-08T07:00:57,370 adding 'feature_engine/imputation/end_tail.py' 2023-06-08T07:00:57,372 adding 'feature_engine/imputation/mean_median.py' 2023-06-08T07:00:57,373 adding 'feature_engine/imputation/missing_indicator.py' 2023-06-08T07:00:57,375 adding 'feature_engine/imputation/random_sample.py' 2023-06-08T07:00:57,377 adding 'feature_engine/outliers/__init__.py' 2023-06-08T07:00:57,379 adding 'feature_engine/outliers/artbitrary.py' 2023-06-08T07:00:57,380 adding 'feature_engine/outliers/base_outlier.py' 2023-06-08T07:00:57,382 adding 'feature_engine/outliers/trimmer.py' 2023-06-08T07:00:57,383 adding 'feature_engine/outliers/winsorizer.py' 2023-06-08T07:00:57,385 adding 'feature_engine/preprocessing/__init__.py' 2023-06-08T07:00:57,387 adding 'feature_engine/preprocessing/match_categories.py' 2023-06-08T07:00:57,388 adding 'feature_engine/preprocessing/match_columns.py' 2023-06-08T07:00:57,390 adding 'feature_engine/selection/__init__.py' 2023-06-08T07:00:57,392 adding 'feature_engine/selection/_selection_constants.py' 2023-06-08T07:00:57,393 adding 'feature_engine/selection/base_recursive_selector.py' 2023-06-08T07:00:57,395 adding 'feature_engine/selection/base_selector.py' 2023-06-08T07:00:57,396 adding 'feature_engine/selection/drop_constant_features.py' 2023-06-08T07:00:57,398 adding 'feature_engine/selection/drop_correlated_features.py' 2023-06-08T07:00:57,400 adding 'feature_engine/selection/drop_duplicate_features.py' 2023-06-08T07:00:57,401 adding 'feature_engine/selection/drop_features.py' 2023-06-08T07:00:57,406 adding 'feature_engine/selection/drop_psi_features.py' 2023-06-08T07:00:57,408 adding 'feature_engine/selection/information_value.py' 2023-06-08T07:00:57,410 adding 'feature_engine/selection/probe_feature_selection.py' 2023-06-08T07:00:57,411 adding 'feature_engine/selection/recursive_feature_addition.py' 2023-06-08T07:00:57,413 adding 'feature_engine/selection/recursive_feature_elimination.py' 2023-06-08T07:00:57,415 adding 'feature_engine/selection/shuffle_features.py' 2023-06-08T07:00:57,417 adding 'feature_engine/selection/single_feature_performance.py' 2023-06-08T07:00:57,419 adding 'feature_engine/selection/smart_correlation_selection.py' 2023-06-08T07:00:57,421 adding 'feature_engine/selection/target_mean_selection.py' 2023-06-08T07:00:57,423 adding 'feature_engine/timeseries/__init__.py' 2023-06-08T07:00:57,424 adding 'feature_engine/timeseries/forecasting/__init__.py' 2023-06-08T07:00:57,426 adding 'feature_engine/timeseries/forecasting/base_forecast_transformers.py' 2023-06-08T07:00:57,428 adding 'feature_engine/timeseries/forecasting/expanding_window_features.py' 2023-06-08T07:00:57,430 adding 'feature_engine/timeseries/forecasting/lag_features.py' 2023-06-08T07:00:57,431 adding 'feature_engine/timeseries/forecasting/window_features.py' 2023-06-08T07:00:57,433 adding 'feature_engine/transformation/__init__.py' 2023-06-08T07:00:57,435 adding 'feature_engine/transformation/arcsin.py' 2023-06-08T07:00:57,437 adding 'feature_engine/transformation/boxcox.py' 2023-06-08T07:00:57,439 adding 'feature_engine/transformation/log.py' 2023-06-08T07:00:57,440 adding 'feature_engine/transformation/power.py' 2023-06-08T07:00:57,442 adding 'feature_engine/transformation/reciprocal.py' 2023-06-08T07:00:57,443 adding 'feature_engine/transformation/yeojohnson.py' 2023-06-08T07:00:57,445 adding 'feature_engine/variable_handling/__init__.py' 2023-06-08T07:00:57,446 adding 'feature_engine/variable_handling/_init_parameter_checks.py' 2023-06-08T07:00:57,448 adding 'feature_engine/variable_handling/_variable_type_checks.py' 2023-06-08T07:00:57,450 adding 'feature_engine/variable_handling/variable_type_selection.py' 2023-06-08T07:00:57,451 adding 'feature_engine/wrappers/__init__.py' 2023-06-08T07:00:57,454 adding 'feature_engine/wrappers/wrappers.py' 2023-06-08T07:00:57,456 adding 'feature_engine-1.6.1.dist-info/LICENSE.md' 2023-06-08T07:00:57,457 adding 'feature_engine-1.6.1.dist-info/METADATA' 2023-06-08T07:00:57,458 adding 'feature_engine-1.6.1.dist-info/WHEEL' 2023-06-08T07:00:57,459 adding 'feature_engine-1.6.1.dist-info/top_level.txt' 2023-06-08T07:00:57,462 adding 'feature_engine-1.6.1.dist-info/RECORD' 2023-06-08T07:00:57,468 removing build/bdist.linux-armv7l/wheel 2023-06-08T07:00:57,580 Building wheel for feature-engine (setup.py): finished with status 'done' 2023-06-08T07:00:57,585 Created wheel for feature-engine: filename=feature_engine-1.6.1-py3-none-any.whl size=198937 sha256=e7b0d87467d1a06ab3114c97202d2c666f890dda28e8035c920cec190138eb3a 2023-06-08T07:00:57,586 Stored in directory: /tmp/pip-ephem-wheel-cache-w5sha28v/wheels/ee/ce/15/42aa174313bf5b27bfb9a35883fa646cf6054faeb5259eef81 2023-06-08T07:00:57,601 Successfully built feature-engine 2023-06-08T07:00:57,609 Removed build tracker: '/tmp/pip-build-tracker-mq0w8tti'