我正在尝试将带有 cuDF 和 cuML 的 Rapids 库安装到 Colab 会话中,
并根据此示例执行代码:
从在 Google Colab 笔记本上安装 RAPIDS 库 https://stackoverflow.com/questions/53813125/install-rapids-library-on-googe-colab-notebook/59561868
!wget -nc https://raw.githubusercontent.com/rapidsai/notebooks-contrib/890b04ed8687da6e3a100c81f449ff6f7b559956/utils/rapids-colab.sh
!bash rapids-colab.sh
import sys, os
dist_package_index = sys.path.index("/usr/local/lib/python3.6/dist-packages")
sys.path = sys.path[:dist_package_index] + ["/usr/local/lib/python3.6/site-packages"] + sys.path[dist_package_index:]```
sys.path
if os.path.exists('update_pyarrow.py'): ## This file only exists if you're using RAPIDS version 0.11 or higher
exec(open("update_pyarrow.py").read(), globals())
在安装过程中我收到此错误:
- cudf=0.11
Current channels:
- https://conda.anaconda.org/rapidsai-nightly/label/xgboost/linux-64
- https://conda.anaconda.org/rapidsai-nightly/label/xgboost/noarch
- https://conda.anaconda.org/rapidsai-nightly/linux-64
- https://conda.anaconda.org/rapidsai-nightly/noarch
- https://conda.anaconda.org/nvidia/linux-64
- https://conda.anaconda.org/nvidia/noarch
- https://conda.anaconda.org/conda-forge/linux-64
- https://conda.anaconda.org/conda-forge/noarch
- https://repo.anaconda.com/pkgs/main/linux-64
- https://repo.anaconda.com/pkgs/main/noarch
- https://repo.anaconda.com/pkgs/free/linux-64
- https://repo.anaconda.com/pkgs/free/noarch
- https://repo.anaconda.com/pkgs/r/linux-64
- https://repo.anaconda.com/pkgs/r/noarch
- https://repo.anaconda.com/pkgs/pro/linux-64
- https://repo.anaconda.com/pkgs/pro/noarch
To search for alternate channels that may provide the conda package you're
looking for, navigate to
https://anaconda.org
and use the search bar at the top of the page.
我尝试分别安装 cuDF 和 cuML
conda install -c rapidsai -c nvidia -c conda-forge \
-c defaults cudf=0.12 python=3.6 cudatoolkit=10.0
但仍然收到错误:
ModuleNotFoundError Traceback (most recent call last)
<ipython-input-10-a95ca25217db> in <module>()
----> 1 import cudf
2 import io, requests
3
4 # download CSV file from GitHub
5 url="https://github.com/plotly/datasets/raw/master/tips.csv"
ModuleNotFoundError: No module named 'cudf'
如何解决这个错误?
更新(2020 年 12 月 21 日):要直接在线跳转到 GPU 驱动的 RAPIDS 笔记本,您可以use 炽热SQL https://app.blazingsql.com(急速 0.15+)或继续使用 Colabatory(仅限 RAPIDS 0.14)
更新(2/19/2020):回到这个问题,Colab 正在@try 工作。玩得开心!
如果您还有任何其他问题,请告诉我们。如果您需要更新您的个人 Colab 笔记本,请使用此脚本安装 RAPIDS:
# Install RAPIDS
!git clone https://github.com/rapidsai/rapidsai-csp-utils.git
!bash rapidsai-csp-utils/colab/rapids-colab.sh
import sys, os
dist_package_index = sys.path.index('/usr/local/lib/python3.6/dist-packages')
sys.path = sys.path[:dist_package_index] + ['/usr/local/lib/python3.6/site-packages'] + sys.path[dist_package_index:]
sys.path
exec(open('rapidsai-csp-utils/colab/update_modules.py').read(), globals())
之前的回复:
我们正在中间或将我们的 Colab 脚本转换到新的存储库。
我们应该尽快更新所有笔记本并尝试帮助其他人
也迁移。比如说 24 小时内,如果不是今天太平洋标准时间 EOD。
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