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方法一:让Anaconda自行决定清理
执行命令
conda clean -p
我的Anaconda安装在D盘,具体位置如下。你的应该也能找到对应的位置
D:\*****\**\Anaconda3\pkgs
(base) C:\Users\Liu_J>conda clean -p WARNING: C:\Users\***\.conda\pkgs does not exist WARNING: C:\Users\***\AppData\Local\conda\conda\pkgs does not exist Cache location: D:\ProgramData\Anaconda3\pkgs Will remove the following packages: D:\*****\**\Anaconda3\pkgs ----------------------------- blas-1.0-mkl 16 KB ca-certificates-2022.10.11-haa95532_0 454 KB certifi-2021.5.30-py36haa95532_0 278 KB certifi-2022.9.24-py38haa95532_0 311 KB cffi-1.15.1-py38h2bbff1b_2 801 KB cryptography-38.0.1-py38h21b164f_0 4.9 MB idna-3.3-pyhd3eb1b0_0 289 KB idna-3.4-py38haa95532_0 516 KB libdeflate-1.8-h2bbff1b_5 206 KB libffi-3.4.2-hd77b12b_6 801 KB libtiff-4.4.0-h8a3f274_2 3.5 MB libwebp-1.2.4-h2bbff1b_0 191 KB libwebp-base-1.2.4-h2bbff1b_0 903 KB numpy-1.22.3-py38h7a0a035_0 80 KB numpy-1.23.4-py38h3b20f71_0 30 KB numpy-1.26.3-py310h055cbcc_0 33 KB numpy-base-1.23.4-py38h4da318b_0 25.9 MB openssl-1.1.1s-h2bbff1b_0 22.3 MB pillow-9.2.0-py38hdc2b20a_1 3.0 MB pip-21.2.2-py36haa95532_0 9.0 MB pip-22.2.2-py38haa95532_0 11.0 MB python-3.6.13-h3758d61_0 59.3 MB python-3.8.15-h6244533_2 64.4 MB pytorch-1.12.1-py3.8_cuda11.3_cudnn8_0 293.3 MB pytorch-mutex-1.0-cuda 7 KB requests-2.27.1-pyhd3eb1b0_0 220 KB requests-2.28.1-py38haa95532_0 396 KB setuptools-58.0.4-py36haa95532_0 4.1 MB setuptools-65.5.0-py38haa95532_0 6.3 MB sqlite-3.40.0-h2bbff1b_0 3.8 MB torchaudio-0.12.1-py38_cu113 9.2 MB torchvision-0.13.1-py38_cu113 15.7 MB typing_extensions-4.3.0-py38haa95532_0 181 KB urllib3-1.26.12-py38haa95532_0 761 KB vc-14.2-h21ff451_1 23 KB wincertstore-0.2-py36h7fe50ca_0 39 KB xz-5.2.6-h8cc25b3_0 1.1 MB --------------------------------------------------- Total: 543.2 MB Proceed ([y]/n)? y removing blas-1.0-mkl removing ca-certificates-2022.10.11-haa95532_0 removing certifi-2021.5.30-py36haa95532_0 removing certifi-2022.9.24-py38haa95532_0 removing cffi-1.15.1-py38h2bbff1b_2 removing cryptography-38.0.1-py38h21b164f_0 removing idna-3.3-pyhd3eb1b0_0 removing idna-3.4-py38haa95532_0 removing libdeflate-1.8-h2bbff1b_5 removing libffi-3.4.2-hd77b12b_6 removing libtiff-4.4.0-h8a3f274_2 removing libwebp-1.2.4-h2bbff1b_0 removing libwebp-base-1.2.4-h2bbff1b_0 removing numpy-1.22.3-py38h7a0a035_0 removing numpy-1.23.4-py38h3b20f71_0 removing numpy-1.26.3-py310h055cbcc_0 removing numpy-base-1.23.4-py38h4da318b_0 removing openssl-1.1.1s-h2bbff1b_0 removing pillow-9.2.0-py38hdc2b20a_1 removing pip-21.2.2-py36haa95532_0 removing pip-22.2.2-py38haa95532_0 removing python-3.6.13-h3758d61_0 removing python-3.8.15-h6244533_2 removing pytorch-1.12.1-py3.8_cuda11.3_cudnn8_0 removing pytorch-mutex-1.0-cuda removing requests-2.27.1-pyhd3eb1b0_0 removing requests-2.28.1-py38haa95532_0 removing setuptools-58.0.4-py36haa95532_0 removing setuptools-65.5.0-py38haa95532_0 removing sqlite-3.40.0-h2bbff1b_0 removing torchaudio-0.12.1-py38_cu113 removing torchvision-0.13.1-py38_cu113 removing typing_extensions-4.3.0-py38haa95532_0 removing urllib3-1.26.12-py38haa95532_0 removing vc-14.2-h21ff451_1 removing wincertstore-0.2-py36h7fe50ca_0 removing xz-5.2.6-h8cc25b3_0
方法二:安全的删除pkgs全部的包
这个主要是清理缓存包,不会直接影响已经创建的虚拟环境
命令如下:
conda clean --all
(base) C:\Us***\****>conda clean --all Cache location: D:\ProgramData\Anaconda3\pkgs Will remove the following tarballs: D:\*****\**\Anaconda3\pkgs ----------------------------- blas-1.0-mkl.conda 6 KB brotli-python-1.0.9-py310hd77b12b_7.conda 309 KB brotlipy-0.7.0-py38h2bbff1b_1003.conda 412 KB bzip2-1.0.8-he774522_0.conda 113 KB ca-certificates-2022.10.11-haa95532_0.conda 125 KB ca-certificates-2022.4.26-haa95532_0.conda 124 KB ca-certificates-2023.12.12-haa95532_0.conda 127 KB certifi-2021.5.30-py36haa95532_0.conda 140 KB certifi-2022.5.18.1-py38haa95532_0.conda 157 KB certifi-2022.9.24-py38haa95532_0.conda 154 KB certifi-2023.11.17-py310haa95532_0.conda 159 KB cffi-1.15.0-py38h2bbff1b_1.conda 223 KB cffi-1.15.1-py38h2bbff1b_2.conda 235 KB cffi-1.16.0-py310h2bbff1b_0.conda 244 KB charset-normalizer-2.0.4-pyhd3eb1b0_0.conda 35 KB cryptography-37.0.1-py38h21b164f_0.conda 979 KB cryptography-38.0.1-py38h21b164f_0.conda 992 KB cryptography-41.0.3-py310h3438e0d_0.conda 1.1 MB cudatoolkit-11.3.1-h59b6b97_2.conda 545.3 MB freetype-2.10.4-hd328e21_0.conda 466 KB freetype-2.12.1-ha860e81_0.conda 490 KB giflib-5.2.1-h8cc25b3_3.conda 88 KB idna-3.3-pyhd3eb1b0_0.conda 49 KB idna-3.4-py310haa95532_0.conda 97 KB idna-3.4-py38haa95532_0.conda 94 KB intel-openmp-2021.4.0-haa95532_3556.conda 2.2 MB intel-openmp-2023.1.0-h59b6b97_46320.conda 2.7 MB jpeg-9e-h2bbff1b_0.conda 292 KB jpeg-9e-h2bbff1b_1.conda 320 KB lerc-3.0-hd77b12b_0.conda 120 KB libdeflate-1.17-h2bbff1b_1.conda 153 KB libdeflate-1.8-h2bbff1b_5.conda 46 KB libffi-3.4.2-hd77b12b_6.conda 109 KB libffi-3.4.4-hd77b12b_0.conda 113 KB libpng-1.6.37-h2a8f88b_0.conda 333 KB libpng-1.6.39-h8cc25b3_0.conda 369 KB libtiff-4.2.0-he0120a3_1.conda 754 KB libtiff-4.4.0-h8a3f274_2.conda 837 KB libtiff-4.5.1-hd77b12b_0.conda 1.1 MB libuv-1.40.0-he774522_0.conda 255 KB libuv-1.44.2-h2bbff1b_0.conda 288 KB libwebp-1.2.2-h2bbff1b_0.conda 658 KB libwebp-1.2.4-h2bbff1b_0.conda 67 KB libwebp-1.3.2-hbc33d0d_0.conda 73 KB libwebp-base-1.2.4-h2bbff1b_0.conda 279 KB libwebp-base-1.3.2-h2bbff1b_0.conda 306 KB lz4-c-1.9.3-h2bbff1b_1.conda 132 KB lz4-c-1.9.4-h2bbff1b_0.conda 143 KB mkl-2021.4.0-haa95532_640.conda 114.9 MB mkl-2023.1.0-h6b88ed4_46358.conda 155.9 MB mkl-service-2.4.0-py310h2bbff1b_1.conda 44 KB mkl-service-2.4.0-py38h2bbff1b_0.conda 51 KB mkl_fft-1.3.1-py38h277e83a_0.conda 139 KB mkl_fft-1.3.8-py310h2bbff1b_0.conda 170 KB mkl_random-1.2.2-py38hf11a4ad_0.conda 225 KB mkl_random-1.2.4-py310h59b6b97_0.conda 227 KB numpy-1.22.3-py38h7a0a035_0.conda 25 KB numpy-1.23.4-py38h3b20f71_0.conda 11 KB numpy-1.26.3-py310h055cbcc_0.conda 11 KB numpy-base-1.22.3-py38hca35cd5_0.conda 4.9 MB numpy-base-1.23.4-py38h4da318b_0.conda 6.0 MB numpy-base-1.26.3-py310h65a83cf_0.conda 6.2 MB openjpeg-2.4.0-h4fc8c34_0.conda 219 KB openssl-1.1.1o-h2bbff1b_0.conda 4.8 MB openssl-1.1.1s-h2bbff1b_0.conda 5.5 MB openssl-1.1.1w-h2bbff1b_0.conda 5.5 MB pillow-10.0.1-py310h045eedc_0.conda 788 KB pillow-9.0.1-py38hdc2b20a_0.conda 923 KB pillow-9.2.0-py38hdc2b20a_1.conda 922 KB pip-21.2.2-py36haa95532_0.conda 1.9 MB pip-21.2.2-py38haa95532_0.conda 1.9 MB pip-22.2.2-py38haa95532_0.conda 2.3 MB pip-23.3.1-py310haa95532_0.conda 2.9 MB pycparser-2.21-pyhd3eb1b0_0.conda 94 KB pyopenssl-22.0.0-pyhd3eb1b0_0.conda 50 KB pyopenssl-23.2.0-py310haa95532_0.conda 97 KB pysocks-1.7.1-py310haa95532_0.conda 28 KB pysocks-1.7.1-py38haa95532_0.conda 31 KB python-3.10.0-h96c0403_3.tar.bz2 15.3 MB python-3.6.13-h3758d61_0.conda 14.6 MB python-3.8.13-h6244533_0.conda 16.5 MB python-3.8.15-h6244533_2.conda 18.9 MB pytorch-1.11.0-py3.8_cuda11.3_cudnn8_0.tar.bz2 1.23 GB pytorch-1.12.1-py3.10_cuda11.3_cudnn8_0.tar.bz2 1.20 GB pytorch-1.12.1-py3.8_cuda11.3_cudnn8_0.tar.bz2 1.19 GB pytorch-mutex-1.0-cuda.tar.bz2 3 KB requests-2.27.1-pyhd3eb1b0_0.conda 54 KB requests-2.28.1-py38haa95532_0.conda 100 KB requests-2.31.0-py310haa95532_0.conda 100 KB setuptools-58.0.4-py36haa95532_0.conda 776 KB setuptools-61.2.0-py38haa95532_0.conda 1.0 MB setuptools-65.5.0-py38haa95532_0.conda 1.1 MB setuptools-68.2.2-py310haa95532_0.conda 942 KB six-1.16.0-pyhd3eb1b0_1.conda 18 KB sqlite-3.38.3-h2bbff1b_0.conda 806 KB sqlite-3.40.0-h2bbff1b_0.conda 891 KB sqlite-3.41.2-h2bbff1b_0.conda 894 KB tbb-2021.8.0-h59b6b97_0.conda 149 KB tk-8.6.12-h2bbff1b_0.conda 3.1 MB torchaudio-0.12.1-py310_cu113.tar.bz2 3.7 MB torchaudio-0.12.1-py38_cu113.tar.bz2 3.7 MB torchvision-0.12.0-py38_cu113.tar.bz2 9.0 MB torchvision-0.13.1-py310_cu113.tar.bz2 7.4 MB torchvision-0.13.1-py38_cu113.tar.bz2 7.4 MB typing_extensions-4.1.1-pyh06a4308_0.conda 28 KB typing_extensions-4.3.0-py38haa95532_0.conda 42 KB typing_extensions-4.9.0-py310haa95532_1.conda 55 KB tzdata-2023d-h04d1e81_0.conda 117 KB urllib3-1.26.12-py38haa95532_0.conda 185 KB urllib3-1.26.18-py310haa95532_0.conda 200 KB urllib3-1.26.9-py38haa95532_0.conda 187 KB vc-14.2-h21ff451_1.conda 8 KB vs2015_runtime-14.27.29016-h5e58377_2.conda 1007 KB wheel-0.37.1-pyhd3eb1b0_0.conda 33 KB wheel-0.41.2-py310haa95532_0.conda 127 KB wincertstore-0.2-py36h7fe50ca_0.conda 14 KB wincertstore-0.2-py38haa95532_2.conda 15 KB win_inet_pton-1.1.0-py310haa95532_0.conda 9 KB win_inet_pton-1.1.0-py38haa95532_0.conda 35 KB xz-5.2.5-h8cc25b3_1.conda 246 KB xz-5.2.6-h8cc25b3_0.conda 240 KB xz-5.4.5-h8cc25b3_0.conda 593 KB zlib-1.2.12-h8cc25b3_2.conda 116 KB zlib-1.2.13-h8cc25b3_0.conda 113 KB zstd-1.5.2-h19a0ad4_0.conda 509 KB zstd-1.5.5-hd43e919_0.conda 682 KB --------------------------------------------------- Total: 4.59 GB Proceed ([y]/n)?
这里可以清楚 4.59G
附上 conda clean 命令大全
usage: conda clean [-h] [-a] [-i] [-p] [-t] [-f] [-c TEMPFILES [TEMPFILES ...]] [-d] [--json] [-q] [-v] [-y] Remove unused packages and caches. Options: optional arguments: -h, --help Show this help message and exit. Removal Targets: -a, --all Remove index cache, lock files, unused cache packages, and tarballs. -i, --index-cache Remove index cache. -p, --packages Remove unused packages from writable package caches. WARNING: This does not check for packages installed using symlinks back to the package cache. -t, --tarballs Remove cached package tarballs. -f, --force-pkgs-dirs Remove *all* writable package caches. This option is not included with the --all flag. WARNING: This will break environments with packages installed using symlinks back to the package cache. -c TEMPFILES [TEMPFILES ...], --tempfiles TEMPFILES [TEMPFILES ...] Remove temporary files that could not be deleted earlier due to being in-use. Argument is path(s) to prefix(es) where files should be found and removed. Output, Prompt, and Flow Control Options: -d, --dry-run Only display what would have been done. --json Report all output as json. Suitable for using conda programmatically. -q, --quiet Do not display progress bar. -v, --verbose Can be used multiple times. Once for INFO, twice for DEBUG, three times for TRACE. -y, --yes Do not ask for confirmation. Examples: conda clean --tarballs
最后 pkgs的大小从13G--》8.5G
虽然搜身 但是还是很大