Conda 创建环境python3.10.12 并链接上vscode,进行远程的开发python‘项目

2023-12-30 10:12
文章标签 python 进行 conda 项目 开发 创建 环境 vscode 远程 链接 python3.10

本文主要是介绍Conda 创建环境python3.10.12 并链接上vscode,进行远程的开发python‘项目，希望对大家解决编程问题提供一定的参考价值，需要的开发者们随着小编来一起学习吧！

要在远程 Ubuntu 服务器上使用 Conda 创建一个特定版本的 Python 环境（例如 Python 3.10.12），并通过 VS Code 进行远程开发，您可以按照以下步骤操作：

步骤 1: 在远程服务器上创建 Conda 环境

  1. 打开远程服务器的终端：
    如果您已经在服务器上，直接打开终端。如果您是通过 SSH 连接到服务器的，首先登录到服务器。

  2. 创建新的 Conda 环境：
    使用 Conda 创建一个新环境，并指定 Python 版本为 3.10.12。您可以给环境指定一个名字，比如 myenv：

    conda create -n myenv python=3.10.12

  3. 激活新环境：
    创建环境后，激活该环境：

    conda activate myenv

  4. 安装所需的 Python 包：
    在您的新环境中安装任何所需的包。例如，安装 NumPy 和 Pandas：

    conda install numpy pandas

步骤 2: 设置 VS Code 进行远程开发

  1. 确保安装了 Remote - SSH 扩展：
    如果您还没有在 VS Code 上安装 Remote - SSH 扩展，请安装它。

  2. 通过 VS Code 连接到远程服务器：
    使用 Remote - SSH 扩展连接到您的远程服务器。

  3. 在远程服务器上打开 VS Code 终端：
    连接后，在 VS Code 中打开一个新的终端。这个终端将连接到您的远程服务器。

  4. 在 VS Code 中激活 Conda 环境：
    在 VS Code 终端中，激活您刚刚创建的 Conda 环境：

    conda activate myenv

  5. 配置 VS Code 使用正确的 Python 解释器：

    • 在 VS Code 中，打开命令面板（Ctrl+Shift+P 或 Cmd+Shift+P）。
    • 输入并选择 “Python: Select Interpreter”。
    • 选择刚刚创建的 Conda 环境中的 Python 解释器。

  6. 开始编写 Python 代码：
    现在，您可以开始在远程服务器上的 VS Code 中编写 Python 代码了。

注意事项

  • 确保您在创建环境时指定了正确的 Python 版本。
  • 在通过 VS Code 进行远程开发时，记得保存您的工作，因为网络问题可能导致连接中断。
  • 如果您的项目有特定的依赖，可以在激活环境后使用 pip install 或 conda install 安装这些依赖。
(base) sh@sh:~$ conda create -n aienv python=3.10.12
Collecting package metadata (current_repodata.json): done
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Solving environment: done==> WARNING: A newer version of conda exists. <==current version: 4.9.2latest version: 23.11.0Please update conda by running$ conda update -n base -c defaults conda## Package Plan ##environment location: /home/sh/miniconda3/envs/aienvadded / updated specs:- python=3.10.12The following packages will be downloaded:package                    |            build---------------------------|-----------------_openmp_mutex-5.1          |            1_gnu          21 KBbzip2-1.0.8                |       h7b6447c_0          78 KBca-certificates-2023.12.12 |       h06a4308_0         126 KBld_impl_linux-64-2.38      |       h1181459_1         654 KBlibffi-3.4.4               |       h6a678d5_0         142 KBlibgcc-ng-11.2.0           |       h1234567_1         5.3 MBlibgomp-11.2.0             |       h1234567_1         474 KBlibstdcxx-ng-11.2.0        |       h1234567_1         4.7 MBlibuuid-1.41.5             |       h5eee18b_0          27 KBncurses-6.4                |       h6a678d5_0         914 KBopenssl-3.0.12             |       h7f8727e_0         5.2 MBpip-23.3.1                 |  py310h06a4308_0         2.7 MBpython-3.10.12             |       h955ad1f_0        26.8 MBreadline-8.2               |       h5eee18b_0         357 KBsetuptools-68.2.2          |  py310h06a4308_0         957 KBsqlite-3.41.2              |       h5eee18b_0         1.2 MBtk-8.6.12                  |       h1ccaba5_0         3.0 MBtzdata-2023c               |       h04d1e81_0         116 KBwheel-0.41.2               |  py310h06a4308_0         109 KBxz-5.4.5                   |       h5eee18b_0         646 KBzlib-1.2.13                |       h5eee18b_0         103 KB------------------------------------------------------------Total:        53.5 MBThe following NEW packages will be INSTALLED:_libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main_openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnubzip2              pkgs/main/linux-64::bzip2-1.0.8-h7b6447c_0ca-certificates    pkgs/main/linux-64::ca-certificates-2023.12.12-h06a4308_0ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1libffi             pkgs/main/linux-64::libffi-3.4.4-h6a678d5_0libgcc-ng          pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1libuuid            pkgs/main/linux-64::libuuid-1.41.5-h5eee18b_0ncurses            pkgs/main/linux-64::ncurses-6.4-h6a678d5_0openssl            pkgs/main/linux-64::openssl-3.0.12-h7f8727e_0pip                pkgs/main/linux-64::pip-23.3.1-py310h06a4308_0python             pkgs/main/linux-64::python-3.10.12-h955ad1f_0readline           pkgs/main/linux-64::readline-8.2-h5eee18b_0setuptools         pkgs/main/linux-64::setuptools-68.2.2-py310h06a4308_0sqlite             pkgs/main/linux-64::sqlite-3.41.2-h5eee18b_0tk                 pkgs/main/linux-64::tk-8.6.12-h1ccaba5_0tzdata             pkgs/main/noarch::tzdata-2023c-h04d1e81_0wheel              pkgs/main/linux-64::wheel-0.41.2-py310h06a4308_0xz                 pkgs/main/linux-64::xz-5.4.5-h5eee18b_0zlib               pkgs/main/linux-64::zlib-1.2.13-h5eee18b_0Proceed ([y]/n)? yDownloading and Extracting Packages
libuuid-1.41.5       | 27 KB     | #################################################################################################################################################### | 100% 
pip-23.3.1           | 2.7 MB    | #################################################################################################################################################### | 100% 
ncurses-6.4          | 914 KB    | #################################################################################################################################################### | 100% 
libffi-3.4.4         | 142 KB    | #################################################################################################################################################### | 100% 
ld_impl_linux-64-2.3 | 654 KB    | #################################################################################################################################################### | 100% 
readline-8.2         | 357 KB    | #################################################################################################################################################### | 100% 
tk-8.6.12            | 3.0 MB    | #################################################################################################################################################### | 100% 
tzdata-2023c         | 116 KB    | #################################################################################################################################################### | 100% 
python-3.10.12       | 26.8 MB   | #################################################################################################################################################### | 100% 
setuptools-68.2.2    | 957 KB    | #################################################################################################################################################### | 100% 
ca-certificates-2023 | 126 KB    | #################################################################################################################################################### | 100% 
openssl-3.0.12       | 5.2 MB    | #################################################################################################################################################### | 100% 
libgcc-ng-11.2.0     | 5.3 MB    | #################################################################################################################################################### | 100% 
zlib-1.2.13          | 103 KB    | #################################################################################################################################################### | 100% 
xz-5.4.5             | 646 KB    | #################################################################################################################################################### | 100% 
wheel-0.41.2         | 109 KB    | #################################################################################################################################################### | 100% 
libstdcxx-ng-11.2.0  | 4.7 MB    | #################################################################################################################################################### | 100% 
sqlite-3.41.2        | 1.2 MB    | #################################################################################################################################################### | 100% 
bzip2-1.0.8          | 78 KB     | #################################################################################################################################################### | 100% 
libgomp-11.2.0       | 474 KB    | #################################################################################################################################################### | 100% 
_openmp_mutex-5.1    | 21 KB     | #################################################################################################################################################### | 100% 
Preparing transaction: done
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#
# To activate this environment, use
#
#     $ conda activate aienv
#
# To deactivate an active environment, use
#
#     $ conda deactivate(base) sh@sh:~$ conda activate aienv
(aienv) sh@sh:~$ 
(aienv) sh@sh:~$ 
(aienv) sh@sh:~/sunyuhua$ cd langchain-chatchat/(aienv) sh@sh:~/sunyuhua/langchain-chatchat$ pip install -r requirements.txt 
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Collecting nvidia-cuda-nvrtc-cu12==12.1.105 (from torch==2.1.0->-r requirements.txt (line 11))Downloading nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (23.7 MB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.7/23.7 MB 2.9 MB/s eta 0:00:00
Collecting nvidia-cuda-runtime-cu12==12.1.105 (from torch==2.1.0->-r requirements.txt (line 11))Downloading nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (823 kB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 823.6/823.6 kB 3.3 MB/s eta 0:00:00
Collecting nvidia-cuda-cupti-cu12==12.1.105 (from torch==2.1.0->-r requirements.txt (line 11))Downloading nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (14.1 MB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.1/14.1 MB 4.2 MB/s eta 0:00:00
Collecting nvidia-cudnn-cu12==8.9.2.26 (from torch==2.1.0->-r requirements.txt (line 11))Downloading nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl.metadata (1.6 kB)
Collecting nvidia-cublas-cu12==12.1.3.1 (from torch==2.1.0->-r requirements.txt (line 11))Downloading nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl (410.6 MB)━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━ 249.1/410.6 MB 2.3 MB/s eta 0:01:10

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