2023-03-04T00:52:25,753 Created temporary directory: /tmp/pip-ephem-wheel-cache-jjsgrh0h
2023-03-04T00:52:25,756 Created temporary directory: /tmp/pip-build-tracker-we7abz39
2023-03-04T00:52:25,756 Initialized build tracking at /tmp/pip-build-tracker-we7abz39
2023-03-04T00:52:25,756 Created build tracker: /tmp/pip-build-tracker-we7abz39
2023-03-04T00:52:25,757 Entered build tracker: /tmp/pip-build-tracker-we7abz39
2023-03-04T00:52:25,757 Created temporary directory: /tmp/pip-wheel-w6rcdyhj
2023-03-04T00:52:25,762 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
2023-03-04T00:52:25,765 Created temporary directory: /tmp/pip-ephem-wheel-cache-0azmo6k6
2023-03-04T00:52:25,794 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2023-03-04T00:52:25,796 2 location(s) to search for versions of difpy:
2023-03-04T00:52:25,796 * https://pypi.org/simple/difpy/
2023-03-04T00:52:25,796 * https://www.piwheels.org/simple/difpy/
2023-03-04T00:52:25,797 Fetching project page and analyzing links: https://pypi.org/simple/difpy/
2023-03-04T00:52:25,797 Getting page https://pypi.org/simple/difpy/
2023-03-04T00:52:25,799 Found index url https://pypi.org/simple
2023-03-04T00:52:25,852 Fetched page https://pypi.org/simple/difpy/ as application/vnd.pypi.simple.v1+json
2023-03-04T00:52:25,856   Found link https://files.pythonhosted.org/packages/a6/cf/39ed4e4c766169aac47956b553f67d99601fb118d2f218c80b097a77184c/difPy-1.0.1.tar.gz (from https://pypi.org/simple/difpy/), version: 1.0.1
2023-03-04T00:52:25,857   Found link https://files.pythonhosted.org/packages/44/a2/3ebf42ff6fb28d32ed439afde5eb23d50069ab5b0073d4427ebc811e9a0d/difPy-1.2.tar.gz (from https://pypi.org/simple/difpy/), version: 1.2
2023-03-04T00:52:25,857   Found link https://files.pythonhosted.org/packages/e1/12/d663f2b8b4e82b4d540525f2d97897cefbfc337d85ad0ae4540117223e7e/difPy-2.0.tar.gz (from https://pypi.org/simple/difpy/), version: 2.0
2023-03-04T00:52:25,857   Found link https://files.pythonhosted.org/packages/79/ab/812accfaf4e5a5e81388fd687a6f6f717db52b4c3a8c6b94699e57acbaa7/difPy-2.2.tar.gz (from https://pypi.org/simple/difpy/), version: 2.2
2023-03-04T00:52:25,857   Found link https://files.pythonhosted.org/packages/da/df/1164ab8c485bd4b3d0b53e23af6c4c13d3b6285e7ab5ce50d1c695713f1c/difPy-2.3.tar.gz (from https://pypi.org/simple/difpy/), version: 2.3
2023-03-04T00:52:25,858   Found link https://files.pythonhosted.org/packages/ad/e0/1c5e4b256c23d175de226ec36b043adb195c4c7103bec13fd1c79ab5fe39/difPy-2.4.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4
2023-03-04T00:52:25,858   Found link https://files.pythonhosted.org/packages/b3/22/4015f00d6daa5cdde207b1e309c4413cf238e5ab9310b7f6bcf57f48f0d5/difPy-2.4.1.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4.1
2023-03-04T00:52:25,858   Found link https://files.pythonhosted.org/packages/3f/82/81a1fb09b81875108c99d3a7b6330f0c350f64f7d1178a3874acbb33a924/difPy-2.4.2.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4.2
2023-03-04T00:52:25,859   Found link https://files.pythonhosted.org/packages/28/90/f7a45c8874d1d2cdf4ce95acbd09787cd6f90903f4ed563a41a030867f1f/difPy-2.4.3.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4.3
2023-03-04T00:52:25,859   Found link https://files.pythonhosted.org/packages/5a/2b/b33c48b4bc5a90fce4fd997c18707feb77d45307902e3fc0bc0e424ab587/difPy-2.4.4.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4.4
2023-03-04T00:52:25,859   Found link https://files.pythonhosted.org/packages/35/8d/a38010f7628126da6f39a53907925ae54fd21e49517b9048dbff7682d082/difPy-2.4.5.tar.gz (from https://pypi.org/simple/difpy/), version: 2.4.5
2023-03-04T00:52:25,860   Found link https://files.pythonhosted.org/packages/42/26/946ca1b2200ca6db18430243946b1e02f531ec1ee37582afbd78430ae6ef/difPy-3.0.0.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.0
2023-03-04T00:52:25,860   Found link https://files.pythonhosted.org/packages/42/03/f84bc687bca6f79024fb8ff61ad6143ef15060d1a7bc75d781aa5e5ffaa6/difPy-3.0.1.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.1
2023-03-04T00:52:25,860   Found link https://files.pythonhosted.org/packages/bb/31/9100ede4efde89841fd3f344763917e96e22a43ad2236fdf561c744e17b0/difPy-3.0.2.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.2
2023-03-04T00:52:25,860   Found link https://files.pythonhosted.org/packages/74/41/01e2d49e17098d6d9097eadd6cc0504140ffc38bfa281dd4af9a28c7d5dd/difPy-3.0.3.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.3
2023-03-04T00:52:25,861   Found link https://files.pythonhosted.org/packages/20/5f/efceb5f789de92d0da5e8adb27f2464316c5c41f676dea4fda5179881b62/difPy-3.0.4.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.4
2023-03-04T00:52:25,861   Found link https://files.pythonhosted.org/packages/00/3e/126c99700195d8fd57a00a9c7c2723a2ee2623c2c2276cf704556cfa9581/difPy-3.0.5.tar.gz (from https://pypi.org/simple/difpy/), version: 3.0.5
2023-03-04T00:52:25,861 Fetching project page and analyzing links: https://www.piwheels.org/simple/difpy/
2023-03-04T00:52:25,862 Getting page https://www.piwheels.org/simple/difpy/
2023-03-04T00:52:25,862 Found index url https://www.piwheels.org/simple
2023-03-04T00:52:26,055 Fetched page https://www.piwheels.org/simple/difpy/ as text/html
2023-03-04T00:52:26,063   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-3.0.4-py3-none-any.whl#sha256=c37c34523382d4d0dc301837e8c311ab25e7f5839ea2439f0ae9162e6106006e (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,063   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-3.0.3-py3-none-any.whl#sha256=86b84e109f34812bbf6bcd0affd073ef7ee2ac296265b577cf0d52c0d2a3106d (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,064   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-3.0.2-py3-none-any.whl#sha256=dd8ad43bb20c6b537cb919c75d3398e45c3e34b4d6d63e778c74c6a73b3c0532 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,064   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-3.0.1-py3-none-any.whl#sha256=59b2cbe0e35662f4e812627887c87bbe02d6d02b2dc9a26c32dbf0f173ae368a (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,064   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-3.0.0-py3-none-any.whl#sha256=19f8eddc5081486f8e266bb3e1b7cf6343bd06d7f0ead8defd2c964a6d63a572 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,065   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4.5-py3-none-any.whl#sha256=7beebd2677487d648041639ac027c8640276a5f839ab9a0b12cd046765397c39 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,065   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4.4-py3-none-any.whl#sha256=cd66a6d15e358190f49177168d617543677493ed16b078c092543e479e4d9150 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,065   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4.3-py3-none-any.whl#sha256=126d888b9e2f408f7f1916c35338dbfde23dfb74c8aff324966e6e313de01339 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,066   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4.2-py3-none-any.whl#sha256=5ff7356350459c2ca00ebe25d22b0ff53a377e806db030813289df74fb707224 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,066   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4.1-py3-none-any.whl#sha256=f7d2fbd379e11231aaff9d376f27bce3ac722ae866ebd18179661c1b63df8f61 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,066   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.4-py3-none-any.whl#sha256=b59f64587207940482bb854e09edcc11d2a0617c48c0daf381bff27278eec63d (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,066   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.3-py3-none-any.whl#sha256=136ed69ecf22c5c77ad955fb058a6b14798367281fe7fdfc0f740ba9a44d4965 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,067   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.2-py3-none-any.whl#sha256=8ce8279bd7e806bb30343e7fa1c545351f172492f4dd2656a1b1f9c0492b1c16 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,067   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-2.0-py3-none-any.whl#sha256=c1798d9d73e915e0fd0fbc765bccde1ad60d77aa10d5983158da3d2b29db6eca (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,067   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-1.2-py3-none-any.whl#sha256=2f41cbd839d19322ab06549739554ce49a137c7dc5bfc2f848a99d50e45f8829 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,068   Skipping link: No binaries permitted for difpy: https://www.piwheels.org/simple/difpy/difPy-1.0.1-py3-none-any.whl#sha256=065e42e39ece614ffd34ca63cbb076a77f36e0e925148abc727a54eaeb30be26 (from https://www.piwheels.org/simple/difpy/)
2023-03-04T00:52:26,068 Skipping link: not a file: https://www.piwheels.org/simple/difpy/
2023-03-04T00:52:26,068 Skipping link: not a file: https://pypi.org/simple/difpy/
2023-03-04T00:52:26,098 Given no hashes to check 1 links for project 'difpy': discarding no candidates
2023-03-04T00:52:26,123 Collecting difpy==3.0.5
2023-03-04T00:52:26,126   Created temporary directory: /tmp/pip-unpack-28np9_zz
2023-03-04T00:52:26,175   Downloading difPy-3.0.5.tar.gz (12 kB)
2023-03-04T00:52:26,217   Added difpy==3.0.5 from https://files.pythonhosted.org/packages/00/3e/126c99700195d8fd57a00a9c7c2723a2ee2623c2c2276cf704556cfa9581/difPy-3.0.5.tar.gz to build tracker '/tmp/pip-build-tracker-we7abz39'
2023-03-04T00:52:26,224   Created temporary directory: /tmp/pip-build-env-5fdcln_f
2023-03-04T00:52:26,234   Installing build dependencies: started
2023-03-04T00:52:26,235   Running command pip subprocess to install build dependencies
2023-03-04T00:52:27,436   Using pip 23.0.1 from /usr/local/lib/python3.9/dist-packages/pip (python 3.9)
2023-03-04T00:52:28,017   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
2023-03-04T00:52:28,043   Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2023-03-04T00:52:29,549   Collecting numpy>=1.24.2
2023-03-04T00:52:30,863     Using cached https://www.piwheels.org/simple/numpy/numpy-1.24.2-cp39-cp39-linux_armv7l.whl (12.3 MB)
2023-03-04T00:52:32,206   Collecting matplotlib>=3.7.0
2023-03-04T00:52:33,236     Using cached https://www.piwheels.org/simple/matplotlib/matplotlib-3.7.0-cp39-cp39-linux_armv7l.whl (10.6 MB)
2023-03-04T00:52:34,857   Collecting Pillow>=9.4.0
2023-03-04T00:52:35,037     Using cached https://www.piwheels.org/simple/pillow/Pillow-9.4.0-cp39-cp39-linux_armv7l.whl (1.1 MB)
2023-03-04T00:52:36,557   Collecting setuptools>=40.8.0
2023-03-04T00:52:36,791     Using cached https://www.piwheels.org/simple/setuptools/setuptools-67.4.0-py3-none-any.whl (1.1 MB)
2023-03-04T00:52:37,162   Collecting python-dateutil>=2.7
2023-03-04T00:52:37,270     Using cached https://www.piwheels.org/simple/python-dateutil/python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)
2023-03-04T00:52:37,583   Collecting importlib-resources>=3.2.0
2023-03-04T00:52:37,617     Using cached https://www.piwheels.org/simple/importlib-resources/importlib_resources-5.12.0-py3-none-any.whl (36 kB)
2023-03-04T00:52:37,945   Collecting kiwisolver>=1.0.1
2023-03-04T00:52:38,107     Using cached https://www.piwheels.org/simple/kiwisolver/kiwisolver-1.4.4-cp39-cp39-linux_armv7l.whl (1.1 MB)
2023-03-04T00:52:38,426   Collecting pyparsing>=2.3.1
2023-03-04T00:52:38,457     Using cached https://www.piwheels.org/simple/pyparsing/pyparsing-3.0.9-py3-none-any.whl (98 kB)
2023-03-04T00:52:38,654   Collecting packaging>=20.0
2023-03-04T00:52:38,672     Using cached https://www.piwheels.org/simple/packaging/packaging-23.0-py3-none-any.whl (42 kB)
2023-03-04T00:52:39,087   Collecting contourpy>=1.0.1
2023-03-04T00:52:39,124     Using cached https://www.piwheels.org/simple/contourpy/contourpy-1.0.7-cp39-cp39-linux_armv7l.whl (224 kB)
2023-03-04T00:52:39,459   Collecting cycler>=0.10
2023-03-04T00:52:39,477     Using cached https://www.piwheels.org/simple/cycler/cycler-0.11.0-py3-none-any.whl (6.4 kB)
2023-03-04T00:52:40,134   Collecting fonttools>=4.22.0
2023-03-04T00:52:40,388     Using cached https://www.piwheels.org/simple/fonttools/fonttools-4.38.0-cp39-cp39-linux_armv7l.whl (2.4 MB)
2023-03-04T00:52:41,019   Collecting zipp>=3.1.0
2023-03-04T00:52:41,035     Using cached https://www.piwheels.org/simple/zipp/zipp-3.15.0-py3-none-any.whl (6.8 kB)
2023-03-04T00:52:41,186   Collecting six>=1.5
2023-03-04T00:52:41,202     Using cached https://www.piwheels.org/simple/six/six-1.16.0-py2.py3-none-any.whl (11 kB)
2023-03-04T00:52:43,524   Installing collected packages: zipp, six, setuptools, pyparsing, Pillow, packaging, numpy, kiwisolver, fonttools, cycler, python-dateutil, importlib-resources, contourpy, matplotlib
2023-03-04T00:52:56,027     Creating /tmp/pip-build-env-5fdcln_f/overlay/bin
2023-03-04T00:52:56,029     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/f2py to 755
2023-03-04T00:52:56,032     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/f2py3 to 755
2023-03-04T00:52:56,034     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/f2py3.9 to 755
2023-03-04T00:52:59,497     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/fonttools to 755
2023-03-04T00:52:59,500     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/pyftmerge to 755
2023-03-04T00:52:59,502     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/pyftsubset to 755
2023-03-04T00:52:59,504     changing mode of /tmp/pip-build-env-5fdcln_f/overlay/bin/ttx to 755
2023-03-04T00:53:06,135   Successfully installed Pillow-9.4.0 contourpy-1.0.7 cycler-0.11.0 fonttools-4.38.0 importlib-resources-5.12.0 kiwisolver-1.4.4 matplotlib-3.7.0 numpy-1.24.2 packaging-23.0 pyparsing-3.0.9 python-dateutil-2.8.2 setuptools-67.4.0 six-1.16.0 zipp-3.15.0
2023-03-04T00:53:06,871   Installing build dependencies: finished with status 'done'
2023-03-04T00:53:06,889   Getting requirements to build wheel: started
2023-03-04T00:53:06,890   Running command Getting requirements to build wheel
2023-03-04T00:53:07,492   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'readme' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:07,492       !!


2023-03-04T00:53:07,493       ##########################################################################
2023-03-04T00:53:07,493       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:07,494       ##########################################################################

2023-03-04T00:53:07,494       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:07,494       `readme = '# Duplicate Image Finder (difPy)\n\n![PyPIv](https://img.shields.io/pypi/v/difPy)\n![PyPI status](https://img.shields.io/pypi/status/difPy)\n![PyPI - Python Version](https://img.shields.io/pypi/pyversions/difPy)\n[![Downloads](https://static.pepy.tech/badge/difpy)](https://pepy.tech/project/difpy)\n![PyPI - License](https://img.shields.io/pypi/l/difPy)\n<img src="https://img.shields.io/badge/dif-Py-blue?style=flat&logo=python&labelColor=white&logoWidth=20.svg/"></a>\n\n**Tired of going through all images in a folder and comparing them manually to check if they are duplicates?**\n\n:white_check_mark: The Duplicate Image Finder (difPy) Python package **automates** this task for you!\n\n```python\npip install difPy\n```\n> :point_right: :new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** has been released! Count on signifcant **performance increases**, **new features** and **bug fixes**. Check out the [release notes](https://github.com/elisemercury/Duplicate-Image-Finder/releases/) for a detailed listing. \n\n> :open_hands: Our motto? We :heart: Open Source! **Contributions and new ideas for difPy are always welcome** - check our [Contributor Guidelines](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy) for more information.\n\nRead more on how the algorithm of difPy works in my Medium article [Finding Duplicate Images with Python](https://towardsdatascience.com/finding-duplicate-images-with-python-71c04ec8051).\n\nCheck out the [difPy package on PyPI.org](https://pypi.org/project/difPy/)\n\n-------\n\n## Description\nDifPy searches for images in **one or more different folders**, compares the images it found and checks whether these are duplicates. It then outputs the **image files classified as duplicates** as well as the **images having the lowest resolutions**, so you know which of the duplicate images are safe to be deleted. You can then either delete them manually, or let difPy delete them for you.\n\n<p align="center">\n  <img src="example_output.png" width="400" title="Example Output: Duplicate Image Finder">\n</p>\n\nDifPy does not compare images based on their hashes. It compares them based on their tensors i. e. the image content - this allows difPy to **not only search for duplicate images, but also for similar images**.\n\n## Basic Usage\nUse the following function to make difPy search for duplicates within one specific folder and its subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif("C:/Path/to/Folder/")\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports **multi-folder search**! To search for duplicates within mutliple folders and their subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif(["C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", "C:/Path/to/Folder_C/", ... ])\n``` \nFolder paths must be specified as standalone Python strings, or within a Python list.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Output\nDifPy returns various types of output that you may use depending on your use case: \n\nA **JSON formatted collection** of duplicates/similar images (i. e. **match groups**) that were found, where the keys are a **randomly generated unique id** for each image file:\n\n```python\nsearch.result\n\n> Output:\n{20220819171549 : {"location" : "C:/Path/to/Image/image1.jpg",\n                   "matches" : {30270813251529 : "location": "C:/Path/to/Image/matched_image1.jpg",\n                                                 "mse": 0.0},\n                               {72214282557852 : "location": "C:/Path/to/Image/matched_image2.jpg",\n                                                 "mse": 0.0},\n                   ... }\n ...\n}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the **MSE** value for each matched image!\n\nA **list** of duplicates/similar images that have the **lowest quality** among match groups: \n\n```python\nsearch.lower_quality\n\n> Output:\n["C:/Path/to/Image/duplicate_image1.jpg", \n "C:/Path/to/Image/duplicate_image2.jpg", ...]\n``` \nA **JSON formatted collection** with statistics on the completed difPy process:\n\n```python\nsearch.stats\n\n> Output:\n{"directory" : ("C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", ... ),\n "duration" : {"start_date": "2023-02-15",\n               "start_time" : "18:44:19",\n               "end_date" : "2023-02-15",\n               "end_time" : "18:44:38",\n               "seconds_elapsed" : 18.6113},\n "fast_search": True,\n "recursive" : True,\n "match_mse" : 200,\n "files_searched" : 1032,\n "matches_found" : 852,\n "invalid_files": {"count": 4}}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the count of **invalid files** in the target directory that could not be processed as images, as well as information on whether difPy\'s **Fast Search Algorithm (FSA)** was used.\n\n## Additional Parameters\nDifPy supports the following parameters:\n\n```python\ndif(*directory, fast_search=True, recursive=True, similarity="normal", px_size=50, \n    show_progress=True, show_output=False, delete=False, silent_del=False, logs=False)\n```\n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports the use of its new **Fast Search Algorithm (FSA)**, capable of providing significant performance increases.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## CLI Usage\nYou can make use of difPy through a CLI interface by using the following commands:\n\n```python\npython dif.py -D "C:/Path/to/Folder/"\n\npython dif.py -D"C:/Path/to/Folder_A/" "C:/Path/to/Folder_B/" "C:/Path/to/Folder_C/"\n```\nIt supports the following arguments:\n\n```python\ndif.py [-h] -D DIRECTORY [-Z [OUTPUT_DIRECTORY]] [-f [FAST_SEARCH]]\n       [-r [{True,False}]] [-s [{low,normal,high,int}]] [-px [PX_SIZE]] \n       [-p [{True,False}]] [-o [{True,False}]]\n       [-d [{True,False}]] [-sd [{True,False}]]\n       [-l [{True,False}]]\n```\n\n| | Parameter | | Parameter |\n| :---: | ------ | :---: | ------ | \n| `-D` | directory | `-px` | px_size |  \n| `-Z` | output_directory | `-p` | show_progress |\n| `-f`| fast_search | `-o` | show_output |\n| `-r`| recursive | `-d` | delete |\n| `-s` | similarity |  `-sd` | silent_del |\n\n\nWhen running from the CLI, the output of difPy is  written to files and saved in the working directory by default. To change the default output directory, specify the `-Z / -output_directory` parameter. The "xxx" in the output filenames is a unique timestamp:\n\n```python\ndifPy_results_xxx.json\ndifPy_lower_quality_xxx.csv\ndifPy_stats_xxx.json\n```\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Related Projects\n\nThe below sections feature third-party work that has been **built with** or **inspired by** difPy. We would like to express a big thank you for any contributions made to difPy!\n\n-------\n\n### I. DifPy as Webapp\n\n[A Streamlit based Webapp to find duplicate images from single/multiple directories](https://github.com/prateekralhan/Streamlit-based-Duplicate-Images-Finder) by @prateekralhan - :dna: **built with difPy**\n\n<p align="left">\n  <img src="https://user-images.githubusercontent.com/29462447/174408835-438234d9-5ff6-4159-a5e3-b908d885a8bc.gif" width="800" title="Single Directory Example">\n</p>\n\n### II. photosdup - Mac Photos Tool to Find Duplicates\n\n[Tool to scan a Mac Photos library for duplicates, thumbnails etc.](https://github.com/peter-sk/photosdup) by @peter-sk - :sparkles: **inspired by difPy**\n\n-------\n\n<p align="center"><b>\n:thought_balloon: Also want to be featured in the "Related Projects" section? Check our <a href="https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy#be-featured-as-difpy-related-project">Contributor Guidelines</a> to find out how!\n</b></p>\n\n-------\n\n<p align="center"><b>\nWe :heart: Open Source\n</b></p>\n'`

2023-03-04T00:53:07,495       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:07,495       consider this value unless 'readme' is listed as `dynamic`.

2023-03-04T00:53:07,496       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:07,496       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:07,496       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:07,496       follow strictly the standard.

2023-03-04T00:53:07,496       To prevent this warning, you can list 'readme' under `dynamic` or alternatively
2023-03-04T00:53:07,497       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:07,497       configuration.


2023-03-04T00:53:07,497   !!

2023-03-04T00:53:07,497     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:07,497   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'license' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:07,498       !!


2023-03-04T00:53:07,498       ##########################################################################
2023-03-04T00:53:07,498       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:07,498       ##########################################################################

2023-03-04T00:53:07,498       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:07,499       `license = 'MIT'`

2023-03-04T00:53:07,499       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:07,499       consider this value unless 'license' is listed as `dynamic`.

2023-03-04T00:53:07,499       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:07,500       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:07,500       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:07,500       follow strictly the standard.

2023-03-04T00:53:07,500       To prevent this warning, you can list 'license' under `dynamic` or alternatively
2023-03-04T00:53:07,500       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:07,500       configuration.


2023-03-04T00:53:07,501   !!

2023-03-04T00:53:07,501     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:07,501   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'keywords' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:07,501       !!


2023-03-04T00:53:07,502       ##########################################################################
2023-03-04T00:53:07,502       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:07,502       ##########################################################################

2023-03-04T00:53:07,502       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:07,502       `keywords = ['duplicate', 'image', 'finder', 'similarity', 'pictures']`

2023-03-04T00:53:07,502       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:07,503       consider this value unless 'keywords' is listed as `dynamic`.

2023-03-04T00:53:07,503       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:07,503       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:07,503       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:07,503       follow strictly the standard.

2023-03-04T00:53:07,504       To prevent this warning, you can list 'keywords' under `dynamic` or alternatively
2023-03-04T00:53:07,504       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:07,504       configuration.


2023-03-04T00:53:07,504   !!

2023-03-04T00:53:07,504     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:07,505   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'classifiers' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:07,505       !!


2023-03-04T00:53:07,505       ##########################################################################
2023-03-04T00:53:07,505       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:07,506       ##########################################################################

2023-03-04T00:53:07,506       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:07,506       `classifiers = ['Development Status :: 5 - Production/Stable', 'Intended Audience :: Developers', 'Topic :: Software Development :: Build Tools', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3.8', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', 'Programming Language :: Python :: 3.11']`

2023-03-04T00:53:07,506       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:07,507       consider this value unless 'classifiers' is listed as `dynamic`.

2023-03-04T00:53:07,507       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:07,507       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:07,507       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:07,507       follow strictly the standard.

2023-03-04T00:53:07,508       To prevent this warning, you can list 'classifiers' under `dynamic` or alternatively
2023-03-04T00:53:07,508       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:07,508       configuration.


2023-03-04T00:53:07,508   !!

2023-03-04T00:53:07,508     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:07,509   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'dependencies' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:07,509       !!


2023-03-04T00:53:07,509       ##########################################################################
2023-03-04T00:53:07,509       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:07,509       ##########################################################################

2023-03-04T00:53:07,510       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:07,510       `dependencies = ['matplotlib', 'numpy', 'Pillow']`

2023-03-04T00:53:07,510       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:07,510       consider this value unless 'dependencies' is listed as `dynamic`.

2023-03-04T00:53:07,511       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:07,511       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:07,511       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:07,511       follow strictly the standard.

2023-03-04T00:53:07,511       To prevent this warning, you can list 'dependencies' under `dynamic` or alternatively
2023-03-04T00:53:07,511       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:07,512       configuration.


2023-03-04T00:53:07,512   !!

2023-03-04T00:53:07,512     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:07,845   running egg_info
2023-03-04T00:53:07,852   writing difPy.egg-info/PKG-INFO
2023-03-04T00:53:07,855   writing dependency_links to difPy.egg-info/dependency_links.txt
2023-03-04T00:53:07,857   writing requirements to difPy.egg-info/requires.txt
2023-03-04T00:53:07,859   writing top-level names to difPy.egg-info/top_level.txt
2023-03-04T00:53:07,883   reading manifest file 'difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:07,885   adding license file 'LICENSE.txt'
2023-03-04T00:53:07,887   writing manifest file 'difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:07,983   Getting requirements to build wheel: finished with status 'done'
2023-03-04T00:53:08,011   Installing backend dependencies: started
2023-03-04T00:53:08,012   Running command pip subprocess to install backend dependencies
2023-03-04T00:53:09,245   Using pip 23.0.1 from /usr/local/lib/python3.9/dist-packages/pip (python 3.9)
2023-03-04T00:53:09,819   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
2023-03-04T00:53:09,847   Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2023-03-04T00:53:10,312   Collecting wheel
2023-03-04T00:53:10,331     Using cached https://www.piwheels.org/simple/wheel/wheel-0.38.4-py3-none-any.whl (36 kB)
2023-03-04T00:53:11,783   Installing collected packages: wheel
2023-03-04T00:53:11,937     Creating /tmp/pip-build-env-5fdcln_f/normal/bin
2023-03-04T00:53:11,940     changing mode of /tmp/pip-build-env-5fdcln_f/normal/bin/wheel to 755
2023-03-04T00:53:11,954   Successfully installed wheel-0.38.4
2023-03-04T00:53:12,384   Installing backend dependencies: finished with status 'done'
2023-03-04T00:53:12,386   Created temporary directory: /tmp/pip-modern-metadata-sq14qp8h
2023-03-04T00:53:12,390   Preparing metadata (pyproject.toml): started
2023-03-04T00:53:12,391   Running command Preparing metadata (pyproject.toml)
2023-03-04T00:53:12,948   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'readme' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:12,949       !!


2023-03-04T00:53:12,950       ##########################################################################
2023-03-04T00:53:12,950       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:12,950       ##########################################################################

2023-03-04T00:53:12,950       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:12,951       `readme = '# Duplicate Image Finder (difPy)\n\n![PyPIv](https://img.shields.io/pypi/v/difPy)\n![PyPI status](https://img.shields.io/pypi/status/difPy)\n![PyPI - Python Version](https://img.shields.io/pypi/pyversions/difPy)\n[![Downloads](https://static.pepy.tech/badge/difpy)](https://pepy.tech/project/difpy)\n![PyPI - License](https://img.shields.io/pypi/l/difPy)\n<img src="https://img.shields.io/badge/dif-Py-blue?style=flat&logo=python&labelColor=white&logoWidth=20.svg/"></a>\n\n**Tired of going through all images in a folder and comparing them manually to check if they are duplicates?**\n\n:white_check_mark: The Duplicate Image Finder (difPy) Python package **automates** this task for you!\n\n```python\npip install difPy\n```\n> :point_right: :new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** has been released! Count on signifcant **performance increases**, **new features** and **bug fixes**. Check out the [release notes](https://github.com/elisemercury/Duplicate-Image-Finder/releases/) for a detailed listing. \n\n> :open_hands: Our motto? We :heart: Open Source! **Contributions and new ideas for difPy are always welcome** - check our [Contributor Guidelines](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy) for more information.\n\nRead more on how the algorithm of difPy works in my Medium article [Finding Duplicate Images with Python](https://towardsdatascience.com/finding-duplicate-images-with-python-71c04ec8051).\n\nCheck out the [difPy package on PyPI.org](https://pypi.org/project/difPy/)\n\n-------\n\n## Description\nDifPy searches for images in **one or more different folders**, compares the images it found and checks whether these are duplicates. It then outputs the **image files classified as duplicates** as well as the **images having the lowest resolutions**, so you know which of the duplicate images are safe to be deleted. You can then either delete them manually, or let difPy delete them for you.\n\n<p align="center">\n  <img src="example_output.png" width="400" title="Example Output: Duplicate Image Finder">\n</p>\n\nDifPy does not compare images based on their hashes. It compares them based on their tensors i. e. the image content - this allows difPy to **not only search for duplicate images, but also for similar images**.\n\n## Basic Usage\nUse the following function to make difPy search for duplicates within one specific folder and its subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif("C:/Path/to/Folder/")\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports **multi-folder search**! To search for duplicates within mutliple folders and their subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif(["C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", "C:/Path/to/Folder_C/", ... ])\n``` \nFolder paths must be specified as standalone Python strings, or within a Python list.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Output\nDifPy returns various types of output that you may use depending on your use case: \n\nA **JSON formatted collection** of duplicates/similar images (i. e. **match groups**) that were found, where the keys are a **randomly generated unique id** for each image file:\n\n```python\nsearch.result\n\n> Output:\n{20220819171549 : {"location" : "C:/Path/to/Image/image1.jpg",\n                   "matches" : {30270813251529 : "location": "C:/Path/to/Image/matched_image1.jpg",\n                                                 "mse": 0.0},\n                               {72214282557852 : "location": "C:/Path/to/Image/matched_image2.jpg",\n                                                 "mse": 0.0},\n                   ... }\n ...\n}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the **MSE** value for each matched image!\n\nA **list** of duplicates/similar images that have the **lowest quality** among match groups: \n\n```python\nsearch.lower_quality\n\n> Output:\n["C:/Path/to/Image/duplicate_image1.jpg", \n "C:/Path/to/Image/duplicate_image2.jpg", ...]\n``` \nA **JSON formatted collection** with statistics on the completed difPy process:\n\n```python\nsearch.stats\n\n> Output:\n{"directory" : ("C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", ... ),\n "duration" : {"start_date": "2023-02-15",\n               "start_time" : "18:44:19",\n               "end_date" : "2023-02-15",\n               "end_time" : "18:44:38",\n               "seconds_elapsed" : 18.6113},\n "fast_search": True,\n "recursive" : True,\n "match_mse" : 200,\n "files_searched" : 1032,\n "matches_found" : 852,\n "invalid_files": {"count": 4}}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the count of **invalid files** in the target directory that could not be processed as images, as well as information on whether difPy\'s **Fast Search Algorithm (FSA)** was used.\n\n## Additional Parameters\nDifPy supports the following parameters:\n\n```python\ndif(*directory, fast_search=True, recursive=True, similarity="normal", px_size=50, \n    show_progress=True, show_output=False, delete=False, silent_del=False, logs=False)\n```\n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports the use of its new **Fast Search Algorithm (FSA)**, capable of providing significant performance increases.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## CLI Usage\nYou can make use of difPy through a CLI interface by using the following commands:\n\n```python\npython dif.py -D "C:/Path/to/Folder/"\n\npython dif.py -D"C:/Path/to/Folder_A/" "C:/Path/to/Folder_B/" "C:/Path/to/Folder_C/"\n```\nIt supports the following arguments:\n\n```python\ndif.py [-h] -D DIRECTORY [-Z [OUTPUT_DIRECTORY]] [-f [FAST_SEARCH]]\n       [-r [{True,False}]] [-s [{low,normal,high,int}]] [-px [PX_SIZE]] \n       [-p [{True,False}]] [-o [{True,False}]]\n       [-d [{True,False}]] [-sd [{True,False}]]\n       [-l [{True,False}]]\n```\n\n| | Parameter | | Parameter |\n| :---: | ------ | :---: | ------ | \n| `-D` | directory | `-px` | px_size |  \n| `-Z` | output_directory | `-p` | show_progress |\n| `-f`| fast_search | `-o` | show_output |\n| `-r`| recursive | `-d` | delete |\n| `-s` | similarity |  `-sd` | silent_del |\n\n\nWhen running from the CLI, the output of difPy is  written to files and saved in the working directory by default. To change the default output directory, specify the `-Z / -output_directory` parameter. The "xxx" in the output filenames is a unique timestamp:\n\n```python\ndifPy_results_xxx.json\ndifPy_lower_quality_xxx.csv\ndifPy_stats_xxx.json\n```\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Related Projects\n\nThe below sections feature third-party work that has been **built with** or **inspired by** difPy. We would like to express a big thank you for any contributions made to difPy!\n\n-------\n\n### I. DifPy as Webapp\n\n[A Streamlit based Webapp to find duplicate images from single/multiple directories](https://github.com/prateekralhan/Streamlit-based-Duplicate-Images-Finder) by @prateekralhan - :dna: **built with difPy**\n\n<p align="left">\n  <img src="https://user-images.githubusercontent.com/29462447/174408835-438234d9-5ff6-4159-a5e3-b908d885a8bc.gif" width="800" title="Single Directory Example">\n</p>\n\n### II. photosdup - Mac Photos Tool to Find Duplicates\n\n[Tool to scan a Mac Photos library for duplicates, thumbnails etc.](https://github.com/peter-sk/photosdup) by @peter-sk - :sparkles: **inspired by difPy**\n\n-------\n\n<p align="center"><b>\n:thought_balloon: Also want to be featured in the "Related Projects" section? Check our <a href="https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy#be-featured-as-difpy-related-project">Contributor Guidelines</a> to find out how!\n</b></p>\n\n-------\n\n<p align="center"><b>\nWe :heart: Open Source\n</b></p>\n'`

2023-03-04T00:53:12,951       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:12,951       consider this value unless 'readme' is listed as `dynamic`.

2023-03-04T00:53:12,951       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:12,952       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:12,952       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:12,952       follow strictly the standard.

2023-03-04T00:53:12,952       To prevent this warning, you can list 'readme' under `dynamic` or alternatively
2023-03-04T00:53:12,952       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:12,952       configuration.


2023-03-04T00:53:12,953   !!

2023-03-04T00:53:12,953     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:12,953   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'license' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:12,953       !!


2023-03-04T00:53:12,954       ##########################################################################
2023-03-04T00:53:12,954       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:12,954       ##########################################################################

2023-03-04T00:53:12,954       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:12,954       `license = 'MIT'`

2023-03-04T00:53:12,955       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:12,955       consider this value unless 'license' is listed as `dynamic`.

2023-03-04T00:53:12,955       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:12,955       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:12,956       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:12,956       follow strictly the standard.

2023-03-04T00:53:12,956       To prevent this warning, you can list 'license' under `dynamic` or alternatively
2023-03-04T00:53:12,956       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:12,956       configuration.


2023-03-04T00:53:12,957   !!

2023-03-04T00:53:12,957     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:12,957   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'keywords' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:12,957       !!


2023-03-04T00:53:12,957       ##########################################################################
2023-03-04T00:53:12,958       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:12,958       ##########################################################################

2023-03-04T00:53:12,958       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:12,958       `keywords = ['duplicate', 'image', 'finder', 'similarity', 'pictures']`

2023-03-04T00:53:12,959       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:12,959       consider this value unless 'keywords' is listed as `dynamic`.

2023-03-04T00:53:12,959       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:12,959       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:12,959       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:12,959       follow strictly the standard.

2023-03-04T00:53:12,960       To prevent this warning, you can list 'keywords' under `dynamic` or alternatively
2023-03-04T00:53:12,960       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:12,960       configuration.


2023-03-04T00:53:12,960   !!

2023-03-04T00:53:12,961     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:12,961   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'classifiers' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:12,961       !!


2023-03-04T00:53:12,961       ##########################################################################
2023-03-04T00:53:12,961       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:12,961       ##########################################################################

2023-03-04T00:53:12,962       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:12,962       `classifiers = ['Development Status :: 5 - Production/Stable', 'Intended Audience :: Developers', 'Topic :: Software Development :: Build Tools', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3.8', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', 'Programming Language :: Python :: 3.11']`

2023-03-04T00:53:12,962       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:12,962       consider this value unless 'classifiers' is listed as `dynamic`.

2023-03-04T00:53:12,963       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:12,963       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:12,963       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:12,963       follow strictly the standard.

2023-03-04T00:53:12,963       To prevent this warning, you can list 'classifiers' under `dynamic` or alternatively
2023-03-04T00:53:12,964       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:12,964       configuration.


2023-03-04T00:53:12,964   !!

2023-03-04T00:53:12,964     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:12,964   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'dependencies' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:12,965       !!


2023-03-04T00:53:12,965       ##########################################################################
2023-03-04T00:53:12,965       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:12,965       ##########################################################################

2023-03-04T00:53:12,965       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:12,966       `dependencies = ['matplotlib', 'numpy', 'Pillow']`

2023-03-04T00:53:12,966       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:12,966       consider this value unless 'dependencies' is listed as `dynamic`.

2023-03-04T00:53:12,966       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:12,966       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:12,967       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:12,967       follow strictly the standard.

2023-03-04T00:53:12,967       To prevent this warning, you can list 'dependencies' under `dynamic` or alternatively
2023-03-04T00:53:12,967       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:12,967       configuration.


2023-03-04T00:53:12,968   !!

2023-03-04T00:53:12,968     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:13,254   running dist_info
2023-03-04T00:53:13,263   creating /tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info
2023-03-04T00:53:13,270   writing /tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/PKG-INFO
2023-03-04T00:53:13,273   writing dependency_links to /tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/dependency_links.txt
2023-03-04T00:53:13,275   writing requirements to /tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/requires.txt
2023-03-04T00:53:13,276   writing top-level names to /tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/top_level.txt
2023-03-04T00:53:13,277   writing manifest file '/tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:13,300   reading manifest file '/tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:13,302   adding license file 'LICENSE.txt'
2023-03-04T00:53:13,304   writing manifest file '/tmp/pip-modern-metadata-sq14qp8h/difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:13,305   creating '/tmp/pip-modern-metadata-sq14qp8h/difPy-3.0.5.dist-info'
2023-03-04T00:53:13,444   Preparing metadata (pyproject.toml): finished with status 'done'
2023-03-04T00:53:13,451   Source in /tmp/pip-wheel-w6rcdyhj/difpy_65ccab175a8246f5b01a3672fd218c93 has version 3.0.5, which satisfies requirement difpy==3.0.5 from https://files.pythonhosted.org/packages/00/3e/126c99700195d8fd57a00a9c7c2723a2ee2623c2c2276cf704556cfa9581/difPy-3.0.5.tar.gz
2023-03-04T00:53:13,452   Removed difpy==3.0.5 from https://files.pythonhosted.org/packages/00/3e/126c99700195d8fd57a00a9c7c2723a2ee2623c2c2276cf704556cfa9581/difPy-3.0.5.tar.gz from build tracker '/tmp/pip-build-tracker-we7abz39'
2023-03-04T00:53:13,457 Created temporary directory: /tmp/pip-unpack-t1spzrjg
2023-03-04T00:53:13,458 Building wheels for collected packages: difpy
2023-03-04T00:53:13,462   Created temporary directory: /tmp/pip-wheel-2wv877ad
2023-03-04T00:53:13,463   Destination directory: /tmp/pip-wheel-2wv877ad
2023-03-04T00:53:13,465   Building wheel for difpy (pyproject.toml): started
2023-03-04T00:53:13,466   Running command Building wheel for difpy (pyproject.toml)
2023-03-04T00:53:14,028   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'readme' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:14,029       !!


2023-03-04T00:53:14,029       ##########################################################################
2023-03-04T00:53:14,029       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:14,030       ##########################################################################

2023-03-04T00:53:14,030       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:14,030       `readme = '# Duplicate Image Finder (difPy)\n\n![PyPIv](https://img.shields.io/pypi/v/difPy)\n![PyPI status](https://img.shields.io/pypi/status/difPy)\n![PyPI - Python Version](https://img.shields.io/pypi/pyversions/difPy)\n[![Downloads](https://static.pepy.tech/badge/difpy)](https://pepy.tech/project/difpy)\n![PyPI - License](https://img.shields.io/pypi/l/difPy)\n<img src="https://img.shields.io/badge/dif-Py-blue?style=flat&logo=python&labelColor=white&logoWidth=20.svg/"></a>\n\n**Tired of going through all images in a folder and comparing them manually to check if they are duplicates?**\n\n:white_check_mark: The Duplicate Image Finder (difPy) Python package **automates** this task for you!\n\n```python\npip install difPy\n```\n> :point_right: :new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** has been released! Count on signifcant **performance increases**, **new features** and **bug fixes**. Check out the [release notes](https://github.com/elisemercury/Duplicate-Image-Finder/releases/) for a detailed listing. \n\n> :open_hands: Our motto? We :heart: Open Source! **Contributions and new ideas for difPy are always welcome** - check our [Contributor Guidelines](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy) for more information.\n\nRead more on how the algorithm of difPy works in my Medium article [Finding Duplicate Images with Python](https://towardsdatascience.com/finding-duplicate-images-with-python-71c04ec8051).\n\nCheck out the [difPy package on PyPI.org](https://pypi.org/project/difPy/)\n\n-------\n\n## Description\nDifPy searches for images in **one or more different folders**, compares the images it found and checks whether these are duplicates. It then outputs the **image files classified as duplicates** as well as the **images having the lowest resolutions**, so you know which of the duplicate images are safe to be deleted. You can then either delete them manually, or let difPy delete them for you.\n\n<p align="center">\n  <img src="example_output.png" width="400" title="Example Output: Duplicate Image Finder">\n</p>\n\nDifPy does not compare images based on their hashes. It compares them based on their tensors i. e. the image content - this allows difPy to **not only search for duplicate images, but also for similar images**.\n\n## Basic Usage\nUse the following function to make difPy search for duplicates within one specific folder and its subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif("C:/Path/to/Folder/")\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports **multi-folder search**! To search for duplicates within mutliple folders and their subfolders:\n\n```python\nfrom difPy import dif\nsearch = dif(["C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", "C:/Path/to/Folder_C/", ... ])\n``` \nFolder paths must be specified as standalone Python strings, or within a Python list.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Output\nDifPy returns various types of output that you may use depending on your use case: \n\nA **JSON formatted collection** of duplicates/similar images (i. e. **match groups**) that were found, where the keys are a **randomly generated unique id** for each image file:\n\n```python\nsearch.result\n\n> Output:\n{20220819171549 : {"location" : "C:/Path/to/Image/image1.jpg",\n                   "matches" : {30270813251529 : "location": "C:/Path/to/Image/matched_image1.jpg",\n                                                 "mse": 0.0},\n                               {72214282557852 : "location": "C:/Path/to/Image/matched_image2.jpg",\n                                                 "mse": 0.0},\n                   ... }\n ...\n}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the **MSE** value for each matched image!\n\nA **list** of duplicates/similar images that have the **lowest quality** among match groups: \n\n```python\nsearch.lower_quality\n\n> Output:\n["C:/Path/to/Image/duplicate_image1.jpg", \n "C:/Path/to/Image/duplicate_image2.jpg", ...]\n``` \nA **JSON formatted collection** with statistics on the completed difPy process:\n\n```python\nsearch.stats\n\n> Output:\n{"directory" : ("C:/Path/to/Folder_A/", "C:/Path/to/Folder_B/", ... ),\n "duration" : {"start_date": "2023-02-15",\n               "start_time" : "18:44:19",\n               "end_date" : "2023-02-15",\n               "end_time" : "18:44:38",\n               "seconds_elapsed" : 18.6113},\n "fast_search": True,\n "recursive" : True,\n "match_mse" : 200,\n "files_searched" : 1032,\n "matches_found" : 852,\n "invalid_files": {"count": 4}}\n``` \n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now outputs the count of **invalid files** in the target directory that could not be processed as images, as well as information on whether difPy\'s **Fast Search Algorithm (FSA)** was used.\n\n## Additional Parameters\nDifPy supports the following parameters:\n\n```python\ndif(*directory, fast_search=True, recursive=True, similarity="normal", px_size=50, \n    show_progress=True, show_output=False, delete=False, silent_del=False, logs=False)\n```\n:new: **[difPy v3.0](https://github.com/elisemercury/Duplicate-Image-Finder/releases/tag/v3.0.1)** now supports the use of its new **Fast Search Algorithm (FSA)**, capable of providing significant performance increases.\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## CLI Usage\nYou can make use of difPy through a CLI interface by using the following commands:\n\n```python\npython dif.py -D "C:/Path/to/Folder/"\n\npython dif.py -D"C:/Path/to/Folder_A/" "C:/Path/to/Folder_B/" "C:/Path/to/Folder_C/"\n```\nIt supports the following arguments:\n\n```python\ndif.py [-h] -D DIRECTORY [-Z [OUTPUT_DIRECTORY]] [-f [FAST_SEARCH]]\n       [-r [{True,False}]] [-s [{low,normal,high,int}]] [-px [PX_SIZE]] \n       [-p [{True,False}]] [-o [{True,False}]]\n       [-d [{True,False}]] [-sd [{True,False}]]\n       [-l [{True,False}]]\n```\n\n| | Parameter | | Parameter |\n| :---: | ------ | :---: | ------ | \n| `-D` | directory | `-px` | px_size |  \n| `-Z` | output_directory | `-p` | show_progress |\n| `-f`| fast_search | `-o` | show_output |\n| `-r`| recursive | `-d` | delete |\n| `-s` | similarity |  `-sd` | silent_del |\n\n\nWhen running from the CLI, the output of difPy is  written to files and saved in the working directory by default. To change the default output directory, specify the `-Z / -output_directory` parameter. The "xxx" in the output filenames is a unique timestamp:\n\n```python\ndifPy_results_xxx.json\ndifPy_lower_quality_xxx.csv\ndifPy_stats_xxx.json\n```\n\n:notebook: For a **detailed usage guide**, please view the official **[difPy Usage Documentation](https://github.com/elisemercury/Duplicate-Image-Finder/wiki/difPy-Usage-Documentation)**.\n\n## Related Projects\n\nThe below sections feature third-party work that has been **built with** or **inspired by** difPy. We would like to express a big thank you for any contributions made to difPy!\n\n-------\n\n### I. DifPy as Webapp\n\n[A Streamlit based Webapp to find duplicate images from single/multiple directories](https://github.com/prateekralhan/Streamlit-based-Duplicate-Images-Finder) by @prateekralhan - :dna: **built with difPy**\n\n<p align="left">\n  <img src="https://user-images.githubusercontent.com/29462447/174408835-438234d9-5ff6-4159-a5e3-b908d885a8bc.gif" width="800" title="Single Directory Example">\n</p>\n\n### II. photosdup - Mac Photos Tool to Find Duplicates\n\n[Tool to scan a Mac Photos library for duplicates, thumbnails etc.](https://github.com/peter-sk/photosdup) by @peter-sk - :sparkles: **inspired by difPy**\n\n-------\n\n<p align="center"><b>\n:thought_balloon: Also want to be featured in the "Related Projects" section? Check our <a href="https://github.com/elisemercury/Duplicate-Image-Finder/wiki/Contributing-to-difPy#be-featured-as-difpy-related-project">Contributor Guidelines</a> to find out how!\n</b></p>\n\n-------\n\n<p align="center"><b>\nWe :heart: Open Source\n</b></p>\n'`

2023-03-04T00:53:14,031       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:14,031       consider this value unless 'readme' is listed as `dynamic`.

2023-03-04T00:53:14,031       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:14,031       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:14,031       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:14,032       follow strictly the standard.

2023-03-04T00:53:14,032       To prevent this warning, you can list 'readme' under `dynamic` or alternatively
2023-03-04T00:53:14,032       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:14,032       configuration.


2023-03-04T00:53:14,032   !!

2023-03-04T00:53:14,033     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:14,033   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'license' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:14,033       !!


2023-03-04T00:53:14,033       ##########################################################################
2023-03-04T00:53:14,033       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:14,034       ##########################################################################

2023-03-04T00:53:14,034       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:14,034       `license = 'MIT'`

2023-03-04T00:53:14,034       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:14,034       consider this value unless 'license' is listed as `dynamic`.

2023-03-04T00:53:14,035       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:14,035       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:14,035       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:14,035       follow strictly the standard.

2023-03-04T00:53:14,035       To prevent this warning, you can list 'license' under `dynamic` or alternatively
2023-03-04T00:53:14,036       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:14,036       configuration.


2023-03-04T00:53:14,036   !!

2023-03-04T00:53:14,036     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:14,036   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'keywords' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:14,037       !!


2023-03-04T00:53:14,037       ##########################################################################
2023-03-04T00:53:14,037       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:14,037       ##########################################################################

2023-03-04T00:53:14,037       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:14,038       `keywords = ['duplicate', 'image', 'finder', 'similarity', 'pictures']`

2023-03-04T00:53:14,038       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:14,038       consider this value unless 'keywords' is listed as `dynamic`.

2023-03-04T00:53:14,038       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:14,039       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:14,039       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:14,039       follow strictly the standard.

2023-03-04T00:53:14,039       To prevent this warning, you can list 'keywords' under `dynamic` or alternatively
2023-03-04T00:53:14,039       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:14,039       configuration.


2023-03-04T00:53:14,040   !!

2023-03-04T00:53:14,040     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:14,040   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'classifiers' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:14,040       !!


2023-03-04T00:53:14,041       ##########################################################################
2023-03-04T00:53:14,041       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:14,041       ##########################################################################

2023-03-04T00:53:14,041       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:14,042       `classifiers = ['Development Status :: 5 - Production/Stable', 'Intended Audience :: Developers', 'Topic :: Software Development :: Build Tools', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3.8', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', 'Programming Language :: Python :: 3.11']`

2023-03-04T00:53:14,042       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:14,042       consider this value unless 'classifiers' is listed as `dynamic`.

2023-03-04T00:53:14,042       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:14,042       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:14,043       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:14,043       follow strictly the standard.

2023-03-04T00:53:14,043       To prevent this warning, you can list 'classifiers' under `dynamic` or alternatively
2023-03-04T00:53:14,043       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:14,043       configuration.


2023-03-04T00:53:14,044   !!

2023-03-04T00:53:14,044     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:14,044   /tmp/pip-build-env-5fdcln_f/overlay/lib/python3.9/site-packages/setuptools/config/_apply_pyprojecttoml.py:103: _WouldIgnoreField: 'dependencies' defined outside of `pyproject.toml` would be ignored.
2023-03-04T00:53:14,044       !!


2023-03-04T00:53:14,045       ##########################################################################
2023-03-04T00:53:14,045       # configuration would be ignored/result in error due to `pyproject.toml` #
2023-03-04T00:53:14,045       ##########################################################################

2023-03-04T00:53:14,045       The following seems to be defined outside of `pyproject.toml`:

2023-03-04T00:53:14,045       `dependencies = ['matplotlib', 'numpy', 'Pillow']`

2023-03-04T00:53:14,046       According to the spec (see the link below), however, setuptools CANNOT
2023-03-04T00:53:14,046       consider this value unless 'dependencies' is listed as `dynamic`.

2023-03-04T00:53:14,046       https://packaging.python.org/en/latest/specifications/declaring-project-metadata/

2023-03-04T00:53:14,046       For the time being, `setuptools` will still consider the given value (as a
2023-03-04T00:53:14,046       **transitional** measure), but please note that future releases of setuptools will
2023-03-04T00:53:14,046       follow strictly the standard.

2023-03-04T00:53:14,047       To prevent this warning, you can list 'dependencies' under `dynamic` or alternatively
2023-03-04T00:53:14,047       remove the `[project]` table from your file and rely entirely on other means of
2023-03-04T00:53:14,047       configuration.


2023-03-04T00:53:14,047   !!

2023-03-04T00:53:14,047     warnings.warn(msg, _WouldIgnoreField)
2023-03-04T00:53:14,335   running bdist_wheel
2023-03-04T00:53:14,361   running build
2023-03-04T00:53:14,361   running build_py
2023-03-04T00:53:14,370   creating build
2023-03-04T00:53:14,370   creating build/lib
2023-03-04T00:53:14,371   creating build/lib/difPy
2023-03-04T00:53:14,372   copying difPy/__init__.py -> build/lib/difPy
2023-03-04T00:53:14,374   copying difPy/dif.py -> build/lib/difPy
2023-03-04T00:53:14,377   copying difPy/version.py -> build/lib/difPy
2023-03-04T00:53:14,379   running egg_info
2023-03-04T00:53:14,394   writing difPy.egg-info/PKG-INFO
2023-03-04T00:53:14,396   writing dependency_links to difPy.egg-info/dependency_links.txt
2023-03-04T00:53:14,398   writing requirements to difPy.egg-info/requires.txt
2023-03-04T00:53:14,399   writing top-level names to difPy.egg-info/top_level.txt
2023-03-04T00:53:14,409   reading manifest file 'difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:14,411   adding license file 'LICENSE.txt'
2023-03-04T00:53:14,413   writing manifest file 'difPy.egg-info/SOURCES.txt'
2023-03-04T00:53:14,428   installing to build/bdist.linux-armv7l/wheel
2023-03-04T00:53:14,428   running install
2023-03-04T00:53:14,453   running install_lib
2023-03-04T00:53:14,461   creating build/bdist.linux-armv7l
2023-03-04T00:53:14,462   creating build/bdist.linux-armv7l/wheel
2023-03-04T00:53:14,464   creating build/bdist.linux-armv7l/wheel/difPy
2023-03-04T00:53:14,465   copying build/lib/difPy/__init__.py -> build/bdist.linux-armv7l/wheel/difPy
2023-03-04T00:53:14,467   copying build/lib/difPy/dif.py -> build/bdist.linux-armv7l/wheel/difPy
2023-03-04T00:53:14,470   copying build/lib/difPy/version.py -> build/bdist.linux-armv7l/wheel/difPy
2023-03-04T00:53:14,472   running install_egg_info
2023-03-04T00:53:14,480   Copying difPy.egg-info to build/bdist.linux-armv7l/wheel/difPy-3.0.5-py3.9.egg-info
2023-03-04T00:53:14,492   running install_scripts
2023-03-04T00:53:14,509   creating build/bdist.linux-armv7l/wheel/difPy-3.0.5.dist-info/WHEEL
2023-03-04T00:53:14,512   creating '/tmp/pip-wheel-2wv877ad/.tmp-2bwzh1g0/difPy-3.0.5-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it
2023-03-04T00:53:14,515   adding 'difPy/__init__.py'
2023-03-04T00:53:14,518   adding 'difPy/dif.py'
2023-03-04T00:53:14,519   adding 'difPy/version.py'
2023-03-04T00:53:14,522   adding 'difPy-3.0.5.dist-info/LICENSE.txt'
2023-03-04T00:53:14,524   adding 'difPy-3.0.5.dist-info/METADATA'
2023-03-04T00:53:14,525   adding 'difPy-3.0.5.dist-info/WHEEL'
2023-03-04T00:53:14,526   adding 'difPy-3.0.5.dist-info/top_level.txt'
2023-03-04T00:53:14,526   adding 'difPy-3.0.5.dist-info/RECORD'
2023-03-04T00:53:14,528   removing build/bdist.linux-armv7l/wheel
2023-03-04T00:53:14,633   Building wheel for difpy (pyproject.toml): finished with status 'done'
2023-03-04T00:53:14,640   Created wheel for difpy: filename=difPy-3.0.5-py3-none-any.whl size=11111 sha256=15c1e780303252326ffb924af1f042820eef36feab2885729682e2b426b6f4be
2023-03-04T00:53:14,641   Stored in directory: /tmp/pip-ephem-wheel-cache-0azmo6k6/wheels/e0/13/ff/bae5f9b5bbd1c6393069898e56c469770e8c6c7a35d36027ec
2023-03-04T00:53:14,653 Successfully built difpy
2023-03-04T00:53:14,657 Removed build tracker: '/tmp/pip-build-tracker-we7abz39'