为什么我的python库的一个包的旧版本会与pip -e一起单独安装？

Question

我是在可编辑模式下安装我的utils包的，但无论我何时这样做，它似乎都会自动安装它的旧版本。

我确实看到了这个问题：Why is pip installing an old version of my package?

但我认为这仍然是一个有趣的问题，因为虽然重新安装的东西可能会工作，例如

pip install --no-cache-dir --upgrade -e ~/ultimate-utils/ultimate-utils-proj-src

或

pip install -vvv -e ~/ultimate-utils/ultimate-utils-proj-src

在我的HPC中，执行pip安装是一个昂贵的操作。因此，如果它正在使用旧版本的库进行安装，那么看看如何找到旧版本的库并在本地将其删除是很好的。

请参见：

(synthesis) miranda9~/type-parametric-synthesis $ pip list
Package                               Version      Location
------------------------------------- ------------ -----------------------------------------------------
absl-py                               0.14.0
...
ultimate-utils                        0.2.0        /home/miranda9/ultimate-utils/ultimate-utils-proj-src
...                             1.26.7
uutils                                0.1.0
...

我认为pip列表中不应该有uutils，并且它绝对不应该是0.1.0。如何让pip停止这样做，或者找到uutils位置并将其删除？

我贪婪地检查了安装输出，但它甚至没有提到uutils！

(synthesis) miranda9~/type-parametric-synthesis $ pip install -e ~/ultimate-utils/ultimate-utils-proj-src

Obtaining file:///home/miranda9/ultimate-utils/ultimate-utils-proj-src
Requirement already satisfied: torch==1.9.1 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from ultimate-utils==0.2.0) (1.9.1+cu111)
Requirement already satisfied: torchvision==0.10.1 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from ultimate-utils==0.2.0) (0.10.1+cu111)
Requirement already satisfied: torchaudio==0.9.1 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from ultimate-utils==0.2.0) (0.9.1)
Collecting dill
  Using cached dill-0.3.4-py2.py3-none-any.whl (86 kB)
Collecting networkx>=2.5
  Using cached networkx-2.6.3-py3-none-any.whl (1.9 MB)
Collecting scipy
  Using cached scipy-1.7.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl (28.5 MB)
Collecting scikit-learn
  Using cached scikit_learn-0.24.2-cp39-cp39-manylinux2010_x86_64.whl (23.8 MB)
Collecting lark-parser
  Using cached lark_parser-0.12.0-py2.py3-none-any.whl (103 kB)
Collecting torchtext>=0.8.1
  Using cached torchtext-0.10.1-cp39-cp39-manylinux1_x86_64.whl (7.6 MB)
Collecting tensorboard
  Using cached tensorboard-2.6.0-py3-none-any.whl (5.6 MB)
Collecting pandas
  Using cached pandas-1.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.5 MB)
Collecting progressbar2
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Collecting transformers
  Using cached transformers-4.10.3-py3-none-any.whl (2.8 MB)
Collecting requests
  Using cached requests-2.26.0-py2.py3-none-any.whl (62 kB)
Collecting aiohttp
  Using cached aiohttp-3.7.4.post0-cp39-cp39-manylinux2014_x86_64.whl (1.4 MB)
Requirement already satisfied: numpy in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from ultimate-utils==0.2.0) (1.21.2)
Collecting plotly
  Using cached plotly-5.3.1-py2.py3-none-any.whl (23.9 MB)
Collecting wandb
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Collecting matplotlib
  Using cached matplotlib-3.4.3-cp39-cp39-manylinux1_x86_64.whl (10.3 MB)
Requirement already satisfied: typing-extensions in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from torch==1.9.1->ultimate-utils==0.2.0) (3.10.0.2)
Requirement already satisfied: pillow>=5.3.0 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from torchvision==0.10.1->ultimate-utils==0.2.0) (8.3.2)
Collecting tqdm
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Collecting yarl<2.0,>=1.0
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Collecting attrs>=17.3.0
  Using cached attrs-21.2.0-py2.py3-none-any.whl (53 kB)
Collecting chardet<5.0,>=2.0
  Using cached chardet-4.0.0-py2.py3-none-any.whl (178 kB)
Collecting async-timeout<4.0,>=3.0
  Using cached async_timeout-3.0.1-py3-none-any.whl (8.2 kB)
Collecting multidict<7.0,>=4.5
  Using cached multidict-5.1.0-cp39-cp39-manylinux2014_x86_64.whl (151 kB)
Collecting idna>=2.0
  Using cached idna-3.2-py3-none-any.whl (59 kB)
Collecting pyparsing>=2.2.1
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Collecting cycler>=0.10
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Collecting python-dateutil>=2.7
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Collecting kiwisolver>=1.0.1
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Collecting six
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Collecting pytz>=2017.3
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Collecting tenacity>=6.2.0
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Collecting python-utils>=2.3.0
  Using cached python_utils-2.5.6-py2.py3-none-any.whl (12 kB)
Requirement already satisfied: certifi>=2017.4.17 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from requests->ultimate-utils==0.2.0) (2021.5.30)
Collecting urllib3<1.27,>=1.21.1
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Collecting charset-normalizer~=2.0.0
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Collecting threadpoolctl>=2.0.0
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Collecting joblib>=0.11
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Collecting google-auth<2,>=1.6.3
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Collecting google-auth-oauthlib<0.5,>=0.4.1
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Collecting tensorboard-plugin-wit>=1.6.0
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Collecting werkzeug>=0.11.15
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Collecting tensorboard-data-server<0.7.0,>=0.6.0
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Collecting protobuf>=3.6.0
  Using cached protobuf-3.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)
Requirement already satisfied: wheel>=0.26 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from tensorboard->ultimate-utils==0.2.0) (0.37.0)
Collecting markdown>=2.6.8
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Collecting grpcio>=1.24.3
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Collecting absl-py>=0.4
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Requirement already satisfied: setuptools>=41.0.0 in /home/miranda9/miniconda3/envs/synthesis/lib/python3.9/site-packages (from tensorboard->ultimate-utils==0.2.0) (58.0.4)
Collecting cachetools<5.0,>=2.0.0
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Collecting rsa<5,>=3.1.4
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Collecting pyasn1-modules>=0.2.1
  Using cached pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)
Collecting requests-oauthlib>=0.7.0
  Using cached requests_oauthlib-1.3.0-py2.py3-none-any.whl (23 kB)
Collecting pyasn1<0.5.0,>=0.4.6
  Using cached pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)
Collecting oauthlib>=3.0.0
  Using cached oauthlib-3.1.1-py2.py3-none-any.whl (146 kB)
Collecting filelock
  Using cached filelock-3.0.12-py3-none-any.whl (7.6 kB)
Collecting regex!=2019.12.17
  Using cached regex-2021.8.28-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (759 kB)
Collecting sacremoses
  Using cached sacremoses-0.0.45-py3-none-any.whl (895 kB)
Collecting huggingface-hub>=0.0.12
  Using cached huggingface_hub-0.0.17-py3-none-any.whl (52 kB)
Collecting packaging
  Using cached packaging-21.0-py3-none-any.whl (40 kB)
Collecting pyyaml>=5.1
  Using cached PyYAML-5.4.1-cp39-cp39-manylinux1_x86_64.whl (630 kB)
Collecting tokenizers<0.11,>=0.10.1
  Using cached tokenizers-0.10.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (3.3 MB)
Collecting click
  Using cached click-8.0.1-py3-none-any.whl (97 kB)
Collecting sentry-sdk>=1.0.0
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Collecting docker-pycreds>=0.4.0
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Collecting promise<3,>=2.0
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Collecting yaspin>=1.0.0
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Collecting configparser>=3.8.1
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Collecting GitPython>=1.0.0
  Using cached GitPython-3.1.24-py3-none-any.whl (180 kB)
Collecting psutil>=5.0.0
  Using cached psutil-5.8.0-cp39-cp39-manylinux2010_x86_64.whl (293 kB)
Collecting shortuuid>=0.5.0
  Using cached shortuuid-1.0.1-py3-none-any.whl (7.5 kB)
Collecting subprocess32>=3.5.3
  Using cached subprocess32-3.5.4-py3-none-any.whl
Collecting pathtools
  Using cached pathtools-0.1.2-py3-none-any.whl
Collecting gitdb<5,>=4.0.1
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Collecting smmap<5,>=3.0.1
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Collecting termcolor<2.0.0,>=1.1.0
  Using cached termcolor-1.1.0-py3-none-any.whl
Installing collected packages: urllib3, pyasn1, idna, charset-normalizer, smmap, six, rsa, requests, pyparsing, pyasn1-modules, oauthlib, cachetools, tqdm, termcolor, requests-oauthlib, regex, packaging, multidict, joblib, google-auth, gitdb, filelock, click, yaspin, yarl, werkzeug, tokenizers, threadpoolctl, tensorboard-plugin-wit, tensorboard-data-server, tenacity, subprocess32, shortuuid, sentry-sdk, scipy, sacremoses, pyyaml, pytz, python-utils, python-dateutil, psutil, protobuf, promise, pathtools, markdown, kiwisolver, huggingface-hub, grpcio, google-auth-oauthlib, GitPython, docker-pycreds, cycler, configparser, chardet, attrs, async-timeout, absl-py, wandb, transformers, torchtext, tensorboard, scikit-learn, progressbar2, plotly, pandas, networkx, matplotlib, lark-parser, dill, aiohttp, ultimate-utils
  Running setup.py develop for ultimate-utils
Successfully installed GitPython-3.1.24 absl-py-0.14.0 aiohttp-3.7.4.post0 async-timeout-3.0.1 attrs-21.2.0 cachetools-4.2.2 chardet-4.0.0 charset-normalizer-2.0.6 click-8.0.1 configparser-5.0.2 cycler-0.10.0 dill-0.3.4 docker-pycreds-0.4.0 filelock-3.0.12 gitdb-4.0.7 google-auth-1.35.0 google-auth-oauthlib-0.4.6 grpcio-1.40.0 huggingface-hub-0.0.17 idna-3.2 joblib-1.0.1 kiwisolver-1.3.2 lark-parser-0.12.0 markdown-3.3.4 matplotlib-3.4.3 multidict-5.1.0 networkx-2.6.3 oauthlib-3.1.1 packaging-21.0 pandas-1.3.3 pathtools-0.1.2 plotly-5.3.1 progressbar2-3.53.3 promise-2.3 protobuf-3.18.0 psutil-5.8.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pyparsing-2.4.7 python-dateutil-2.8.2 python-utils-2.5.6 pytz-2021.1 pyyaml-5.4.1 regex-2021.8.28 requests-2.26.0 requests-oauthlib-1.3.0 rsa-4.7.2 sacremoses-0.0.45 scikit-learn-0.24.2 scipy-1.7.1 sentry-sdk-1.4.1 shortuuid-1.0.1 six-1.16.0 smmap-4.0.0 subprocess32-3.5.4 tenacity-8.0.1 tensorboard-2.6.0 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.0 termcolor-1.1.0 threadpoolctl-2.2.0 tokenizers-0.10.3 torchtext-0.10.1 tqdm-4.62.3 transformers-4.10.3 ultimate-utils-0.2.0 urllib3-1.26.7 wandb-0.12.2 werkzeug-2.0.1 yarl-1.6.3 yaspin-2.1.0
(synthesis) miranda9~/type-parametric-synthesis $

非常神秘！

您应该能够使用pip install ultimate-utils安装-e，但我认为这个问题是pip安装uutils的问题……

Answer 1

我不知道为什么我没有想到做一个冗长的pip列表，但是我做了，它显示ultimate-utils和uutils都指向同一个位置。非常令人困惑，但好吧，我知道为什么pip安装uutils，并让它显示0.1.0，但它没有像其他路径一样显示它的可编辑路径：

(metalearning_gpu) miranda9~/automl-meta-learning $ pip -v list
Package                 Version      Location                                                                    Installer
----------------------- ------------ --------------------------------------------------------------------------- ---------
absl-py                 0.14.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
aiohttp                 3.7.4.post0  /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
async-timeout           3.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
attrs                   21.2.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
cachetools              4.2.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
certifi                 2021.5.30    /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages
chardet                 4.0.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
charset-normalizer      2.0.6        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
click                   8.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
configparser            5.0.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
cycler                  0.10.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
dill                    0.3.4        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
docker-pycreds          0.4.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
filelock                3.0.12       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
gitdb                   4.0.7        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
GitPython               3.1.24       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
google-auth             1.35.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
google-auth-oauthlib    0.4.6        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
grpcio                  1.40.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
huggingface-hub         0.0.17       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
idna                    3.2          /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
joblib                  1.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
kiwisolver              1.3.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
lark-parser             0.12.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
Markdown                3.3.4        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
matplotlib              3.4.3        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
multidict               5.1.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
networkx                2.6.3        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
numpy                   1.21.2       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
oauthlib                3.1.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
packaging               21.0         /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pandas                  1.3.3        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pathtools               0.1.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
Pillow                  8.3.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pip                     21.2.4       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages
plotly                  5.3.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
progressbar2            3.53.3       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
promise                 2.3          /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
protobuf                3.18.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
psutil                  5.8.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pyasn1                  0.4.8        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pyasn1-modules          0.2.8        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pyparsing               2.4.7        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
python-dateutil         2.8.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
python-utils            2.5.6        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
pytz                    2021.1       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
PyYAML                  5.4.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
regex                   2021.8.28    /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
requests                2.26.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
requests-oauthlib       1.3.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
rsa                     4.7.2        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
sacremoses              0.0.45       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
scikit-learn            0.24.2       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
scipy                   1.7.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
sentry-sdk              1.4.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
setuptools              58.0.4       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages
shortuuid               1.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
six                     1.16.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
smmap                   4.0.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
subprocess32            3.5.4        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tenacity                8.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tensorboard             2.6.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tensorboard-data-server 0.6.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tensorboard-plugin-wit  1.8.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
termcolor               1.1.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
threadpoolctl           2.2.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tokenizers              0.10.3       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
torch                   1.9.1+cu111  /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
torchaudio              0.9.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
torchtext               0.10.1       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
torchvision             0.10.1+cu111 /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
tqdm                    4.62.3       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
transformers            4.10.3       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
typing-extensions       3.10.0.2     /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
ultimate-utils          0.3.0        /home/miranda9/ultimate-utils/ultimate-utils-proj-src
urllib3                 1.26.7       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
uutils                  0.1.0        /home/miranda9/ultimate-utils/ultimate-utils-proj-src
wandb                   0.12.2       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
Werkzeug                2.0.1        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
wheel                   0.37.0       /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages
yarl                    1.6.3        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip
yaspin                  2.1.0        /home/miranda9/miniconda3/envs/metalearning_gpu/lib/python3.9/site-packages pip

特别是：

ultimate-utils          0.3.0        /home/miranda9/ultimate-utils/ultimate-utils-proj-src
...
uutils                  0.1.0        /home/miranda9/ultimate-utils/ultimate-utils-proj-src

如果我们在可编辑模式下安装东西，只要它们指向相同的位置，我想这是很好的。

仅供参考，我确实尝试过做pip -vvv，但是当我grep文件时，它没有显示任何uutils的迹象。

注意:使用pypi和pip安装时没有问题

pip install ultimate-utils

然后检查它，没有红色的uutils：

(uutils_env) miranda9~/type-parametric-synthesis $ pip list
Package                 Version
----------------------- -----------
absl-py                 0.14.0
aiohttp                 3.7.4.post0
async-timeout           3.0.1
attrs                   21.2.0
cachetools              4.2.2
certifi                 2021.5.30
chardet                 4.0.0
charset-normalizer      2.0.6
click                   8.0.1
configparser            5.0.2
cycler                  0.10.0
dill                    0.3.4
docker-pycreds          0.4.0
filelock                3.0.12
gitdb                   4.0.7
GitPython               3.1.24
google-auth             1.35.0
google-auth-oauthlib    0.4.6
grpcio                  1.40.0
huggingface-hub         0.0.17
idna                    3.2
joblib                  1.0.1
kiwisolver              1.3.2
lark-parser             0.12.0
Markdown                3.3.4
matplotlib              3.4.3
multidict               5.1.0
networkx                2.6.3
numpy                   1.21.2
oauthlib                3.1.1
packaging               21.0
pandas                  1.3.3
pathtools               0.1.2
Pillow                  8.3.2
pip                     21.2.4
plotly                  5.3.1
progressbar2            3.53.3
promise                 2.3
protobuf                3.18.0
psutil                  5.8.0
pyasn1                  0.4.8
pyasn1-modules          0.2.8
pyparsing               2.4.7
python-dateutil         2.8.2
python-utils            2.5.6
pytz                    2021.1
PyYAML                  5.4.1
regex                   2021.8.28
requests                2.26.0
requests-oauthlib       1.3.0
rsa                     4.7.2
sacremoses              0.0.45
scikit-learn            0.24.2
scipy                   1.7.1
sentry-sdk              1.4.1
setuptools              58.0.4
shortuuid               1.0.1
six                     1.16.0
smmap                   4.0.0
subprocess32            3.5.4
tenacity                8.0.1
tensorboard             2.6.0
tensorboard-data-server 0.6.1
tensorboard-plugin-wit  1.8.0
termcolor               1.1.0
threadpoolctl           2.2.0
tokenizers              0.10.3
torch                   1.9.1
torchaudio              0.9.1
torchtext               0.10.1
torchvision             0.10.1
tqdm                    4.62.3
transformers            4.10.3
typing-extensions       3.10.0.2
ultimate-utils          0.3.0
urllib3                 1.26.7
wandb                   0.12.2
Werkzeug                2.0.1
wheel                   0.37.0
yarl                    1.6.3
yaspin                  2.1.0