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机器学习资源组内置镜像信息

最近更新时间:2025-07-03 10:30:56

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数据湖计算 DLC 基于标准引擎 Spark 的机器学习资源组类型,提供机器学习相关的内置镜像,方便用户可以根据业务需求直接选择使用,也可以基于这些镜像进行二次开发为用户的自定义镜像使用。
您可根据本篇文档,了解产品具体支持的镜像类型与内容,同时支持通过本地终端获取镜像包至本地。

使用 TensorFlow 资源组

版本信息:2.18.0

内置三方包及版本信息

Package Version
---------------------------------- --------------
tensorboard 2.18.0
tensorboard-data-server 0.7.2
tensorflow 2.18.0
tensorflow-io-gcs-filesystem 0.37.1
termcolor 2.5.0
terminado 0.17.1
aiofiles 22.1.0
aiosqlite 0.18.0
alembic 1.10.2
altair 4.2.2
anyio 3.6.2
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.2.1
async-generator 1.10
attrs 22.2.0
Babel 2.12.1
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.11.2
bleach 6.0.0
blinker 1.9.0
bokeh 2.4.3
Bottleneck 1.3.7
brotlipy 0.7.0
cached-property 1.5.2
cachetools 5.5.0
certifi 2024.2.2
certipy 0.1.3
cffi 1.16.0
charset-normalizer 2.1.1
click 8.1.3
cloudpickle 2.2.1
colorama 0.4.6
comm 0.1.2
conda 23.1.0
conda-package-handling 2.0.2
conda_package_streaming 0.7.0
contourpy 1.0.7
cos-python-sdk-v5 1.9.33
crcmod 1.7
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
cytoolz 0.12.0
dask 2023.3.1
databricks-sdk 0.40.0
debugpy 1.6.6
decorator 5.1.1
defusedxml 0.7.1
Deprecated 1.2.15
dill 0.3.6
distributed 2023.3.1
dlcmagic 1.0.3
docker 7.1.0
entrypoints 0.4
et-xmlfile 1.1.0
executing 1.2.0
fastjsonschema 2.16.3
Flask 3.1.0
flit_core 3.8.0
fonttools 4.39.0
fqdn 1.5.1
fsspec 2023.3.0
future 1.0.0
gitdb 4.0.12
GitPython 3.1.44
gmpy2 2.1.2
google-auth 2.37.0
graphene 3.4.3
graphql-core 3.2.5
graphql-relay 3.2.0
greenlet 2.0.2
gunicorn 23.0.0
h5py 3.8.0
HeapDict 1.0.1
idna 3.4
imagecodecs 2023.1.23
imageio 2.26.0
importlib-metadata 6.0.0
importlib-resources 5.12.0
ipykernel 6.29.4
ipympl 0.9.3
ipython 8.11.0
ipython-genutils 0.2.0
ipywidgets 8.0.4
isoduration 20.11.0
itsdangerous 2.2.0
jedi 0.18.2
Jinja2 3.1.2
joblib 1.2.0
json5 0.9.5
jsonpointer 3.0.0
jsonschema 4.17.3
jupyter_client 8.0.3
jupyter_core 5.2.0
jupyter-events 0.6.3
jupyter_server 2.4.0
jupyter_server_fileid 0.8.0
jupyter_server_terminals 0.4.4
jupyter_server_ydoc 0.6.1
jupyter-telemetry 0.1.0
jupyter-ydoc 0.2.2
jupyterhub 3.1.1
jupyterlab 3.6.1
jupyterlab-pygments 0.2.2
jupyterlab_server 2.20.0
jupyterlab-widgets 3.0.5
kiwisolver 1.4.4
libmambapy 1.3.1
llvmlite 0.39.1
locket 1.0.0
lz4 4.3.2
Mako 1.2.4
mamba 1.3.1
Markdown 3.7
MarkupSafe 2.1.2
matplotlib 3.7.1
matplotlib-inline 0.1.6
mistune 2.0.5
mlflow 2.17.2
mlflow-skinny 2.17.2
mpmath 1.3.0
msgpack 1.0.5
munkres 1.1.4
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.9
nbformat 5.7.3
nest-asyncio 1.5.6
networkx 3.0
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numexpr 2.8.3
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.1
opentelemetry-api 1.29.0
opentelemetry-sdk 1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging 23.0
pamela 1.0.0
pandas 1.5.3
pandocfilters 1.5.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
pexpect 4.8.0
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
pluggy 1.0.0
pooch 1.7.0
prometheus-client 0.16.0
prompt-toolkit 3.0.38
protobuf 4.21.12
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
pyarrow 11.0.0
pyasn1 0.6.1
pyasn1_modules 0.4.1
pycosat 0.6.4
pycparser 2.21
pycryptodome 3.21.0
pycryptodomex 3.19.0
pycurl 7.45.1
Pygments 2.14.0
PyJWT 2.6.0
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
python-dateutil 2.8.2
python-json-logger 2.0.7
pytz 2022.7.1
PyWavelets 1.4.1
PyYAML 6.0
pyzmq 25.0.0
requests 2.28.2
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rsa 4.9
ruamel.yaml 0.17.21
ruamel.yaml.clib 0.2.7
scipy 1.10.1
seaborn 0.12.2
Send2Trash 1.8.0
setuptools 67.6.0
six 1.16.0
smmap 5.0.2
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.3.2.post1
SQLAlchemy 2.0.5.post1
sqlparse 0.5.3
stack-data 0.6.2
statsmodels 0.13.5
sympy 1.11.1
tables 3.7.0
tblib 1.7.0
tencentcloud-dlc-utils 1.0.0
terminado 0.17.1
threadpoolctl 3.1.0
tifffile 2023.2.28
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.65.0
traitlets 5.9.0
types-python-dateutil 2.9.0.20241206
typing_extensions 4.12.2
unicodedata2 15.0.0
uri-template 1.3.0
urllib3 1.26.15
wcwidth 0.2.6
webcolors 24.11.1
webencodings 0.5.1
websocket-client 1.5.1
Werkzeug 3.1.3
wheel 0.38.4
widgetsnbextension 4.0.5
wrapt 1.17.2
xlrd 2.0.1
xmltodict 0.14.2
y-py 0.5.9
ypy-websocket 0.8.2
zict 2.2.0
zipp 3.15.0
zstandard 0.19.0

获取镜像

docker pull ccr.ccs.tencentyun.com/dlc_cloud/tensorflow:release-v202501

使用 PyTorch 资源组

版本信息:2.5.1

内置三方包及版本信息

Package Version
---------------------------------- --------------
torch 2.5.1
aiofiles 22.1.0
aiosqlite 0.18.0
alembic 1.10.2
altair 4.2.2
anyio 3.6.2
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.2.1
async-generator 1.10
attrs 22.2.0
Babel 2.12.1
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.11.2
bleach 6.0.0
blinker 1.9.0
bokeh 2.4.3
Bottleneck 1.3.7
brotlipy 0.7.0
cached-property 1.5.2
cachetools 5.5.0
certifi 2024.2.2
certipy 0.1.3
cffi 1.16.0
charset-normalizer 2.1.1
click 8.1.3
cloudpickle 2.2.1
colorama 0.4.6
comm 0.1.2
conda 23.1.0
conda-package-handling 2.0.2
conda_package_streaming 0.7.0
contourpy 1.0.7
cos-python-sdk-v5 1.9.33
crcmod 1.7
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
cytoolz 0.12.0
dask 2023.3.1
databricks-sdk 0.40.0
debugpy 1.6.6
decorator 5.1.1
defusedxml 0.7.1
Deprecated 1.2.15
dill 0.3.6
distributed 2023.3.1
dlcmagic 1.0.3
docker 7.1.0
entrypoints 0.4
et-xmlfile 1.1.0
executing 1.2.0
fastjsonschema 2.16.3
Flask 3.1.0
flit_core 3.8.0
fonttools 4.39.0
fqdn 1.5.1
fsspec 2023.3.0
future 1.0.0
gitdb 4.0.12
GitPython 3.1.44
gmpy2 2.1.2
google-auth 2.37.0
graphene 3.4.3
graphql-core 3.2.5
graphql-relay 3.2.0
greenlet 2.0.2
gunicorn 23.0.0
h5py 3.8.0
HeapDict 1.0.1
idna 3.4
imagecodecs 2023.1.23
imageio 2.26.0
importlib-metadata 6.0.0
importlib-resources 5.12.0
ipykernel 6.29.4
ipympl 0.9.3
ipython 8.11.0
ipython-genutils 0.2.0
ipywidgets 8.0.4
isoduration 20.11.0
itsdangerous 2.2.0
jedi 0.18.2
Jinja2 3.1.2
joblib 1.2.0
json5 0.9.5
jsonpointer 3.0.0
jsonschema 4.17.3
jupyter_client 8.0.3
jupyter_core 5.2.0
jupyter-events 0.6.3
jupyter_server 2.4.0
jupyter_server_fileid 0.8.0
jupyter_server_terminals 0.4.4
jupyter_server_ydoc 0.6.1
jupyter-telemetry 0.1.0
jupyter-ydoc 0.2.2
jupyterhub 3.1.1
jupyterlab 3.6.1
jupyterlab-pygments 0.2.2
jupyterlab_server 2.20.0
jupyterlab-widgets 3.0.5
kiwisolver 1.4.4
libmambapy 1.3.1
llvmlite 0.39.1
locket 1.0.0
lz4 4.3.2
Mako 1.2.4
mamba 1.3.1
Markdown 3.7
MarkupSafe 2.1.2
matplotlib 3.7.1
matplotlib-inline 0.1.6
mistune 2.0.5
mlflow 2.17.2
mlflow-skinny 2.17.2
mpmath 1.3.0
msgpack 1.0.5
munkres 1.1.4
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.9
nbformat 5.7.3
nest-asyncio 1.5.6
networkx 3.0
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numexpr 2.8.3
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.1
opentelemetry-api 1.29.0
opentelemetry-sdk 1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging 23.0
pamela 1.0.0
pandas 1.5.3
pandocfilters 1.5.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
pexpect 4.8.0
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
pluggy 1.0.0
pooch 1.7.0
prometheus-client 0.16.0
prompt-toolkit 3.0.38
protobuf 4.21.12
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
pyarrow 11.0.0
pyasn1 0.6.1
pyasn1_modules 0.4.1
pycosat 0.6.4
pycparser 2.21
pycryptodome 3.21.0
pycryptodomex 3.19.0
pycurl 7.45.1
Pygments 2.14.0
PyJWT 2.6.0
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
python-dateutil 2.8.2
python-json-logger 2.0.7
pytz 2022.7.1
PyWavelets 1.4.1
PyYAML 6.0
pyzmq 25.0.0
requests 2.28.2
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rsa 4.9
ruamel.yaml 0.17.21
ruamel.yaml.clib 0.2.7
scipy 1.10.1
seaborn 0.12.2
Send2Trash 1.8.0
setuptools 67.6.0
six 1.16.0
smmap 5.0.2
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.3.2.post1
SQLAlchemy 2.0.5.post1
sqlparse 0.5.3
stack-data 0.6.2
statsmodels 0.13.5
sympy 1.11.1
tables 3.7.0
tblib 1.7.0
tencentcloud-dlc-utils 1.0.0
terminado 0.17.1
threadpoolctl 3.1.0
tifffile 2023.2.28
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.65.0
traitlets 5.9.0
types-python-dateutil 2.9.0.20241206
typing_extensions 4.12.2
unicodedata2 15.0.0
uri-template 1.3.0
urllib3 1.26.15
wcwidth 0.2.6
webcolors 24.11.1
webencodings 0.5.1
websocket-client 1.5.1
Werkzeug 3.1.3
wheel 0.38.4
widgetsnbextension 4.0.5
wrapt 1.17.2
xlrd 2.0.1
xmltodict 0.14.2
y-py 0.5.9
ypy-websocket 0.8.2
zict 2.2.0
zipp 3.15.0
zstandard 0.19.0

获取镜像

docker pull ccr.ccs.tencentyun.com/dlc_cloud/pytorch:release-v202501

使用 Scikit-Learn 资源组

版本信息:1.6.0

内置三方包及版本信息

Package Version
---------------------------------- --------------
scikit-image 0.19.3
scikit-learn 1.6.0
aiofiles 22.1.0
aiosqlite 0.18.0
alembic 1.10.2
altair 4.2.2
anyio 3.6.2
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.2.1
async-generator 1.10
attrs 22.2.0
Babel 2.12.1
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.11.2
bleach 6.0.0
blinker 1.9.0
bokeh 2.4.3
Bottleneck 1.3.7
brotlipy 0.7.0
cached-property 1.5.2
cachetools 5.5.0
certifi 2024.2.2
certipy 0.1.3
cffi 1.16.0
charset-normalizer 2.1.1
click 8.1.3
cloudpickle 2.2.1
colorama 0.4.6
comm 0.1.2
conda 23.1.0
conda-package-handling 2.0.2
conda_package_streaming 0.7.0
contourpy 1.0.7
cos-python-sdk-v5 1.9.33
crcmod 1.7
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
cytoolz 0.12.0
dask 2023.3.1
databricks-sdk 0.40.0
debugpy 1.6.6
decorator 5.1.1
defusedxml 0.7.1
Deprecated 1.2.15
dill 0.3.6
distributed 2023.3.1
dlcmagic 1.0.3
docker 7.1.0
entrypoints 0.4
et-xmlfile 1.1.0
executing 1.2.0
fastjsonschema 2.16.3
Flask 3.1.0
flit_core 3.8.0
fonttools 4.39.0
fqdn 1.5.1
fsspec 2023.3.0
future 1.0.0
gitdb 4.0.12
GitPython 3.1.44
gmpy2 2.1.2
google-auth 2.37.0
graphene 3.4.3
graphql-core 3.2.5
graphql-relay 3.2.0
greenlet 2.0.2
gunicorn 23.0.0
h5py 3.8.0
HeapDict 1.0.1
idna 3.4
imagecodecs 2023.1.23
imageio 2.26.0
importlib-metadata 6.0.0
importlib-resources 5.12.0
ipykernel 6.29.4
ipympl 0.9.3
ipython 8.11.0
ipython-genutils 0.2.0
ipywidgets 8.0.4
isoduration 20.11.0
itsdangerous 2.2.0
jedi 0.18.2
Jinja2 3.1.2
joblib 1.2.0
json5 0.9.5
jsonpointer 3.0.0
jsonschema 4.17.3
jupyter_client 8.0.3
jupyter_core 5.2.0
jupyter-events 0.6.3
jupyter_server 2.4.0
jupyter_server_fileid 0.8.0
jupyter_server_terminals 0.4.4
jupyter_server_ydoc 0.6.1
jupyter-telemetry 0.1.0
jupyter-ydoc 0.2.2
jupyterhub 3.1.1
jupyterlab 3.6.1
jupyterlab-pygments 0.2.2
jupyterlab_server 2.20.0
jupyterlab-widgets 3.0.5
kiwisolver 1.4.4
libmambapy 1.3.1
llvmlite 0.39.1
locket 1.0.0
lz4 4.3.2
Mako 1.2.4
mamba 1.3.1
Markdown 3.7
MarkupSafe 2.1.2
matplotlib 3.7.1
matplotlib-inline 0.1.6
mistune 2.0.5
mlflow 2.17.2
mlflow-skinny 2.17.2
mpmath 1.3.0
msgpack 1.0.5
munkres 1.1.4
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.9
nbformat 5.7.3
nest-asyncio 1.5.6
networkx 3.0
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numexpr 2.8.3
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.1
opentelemetry-api 1.29.0
opentelemetry-sdk 1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging 23.0
pamela 1.0.0
pandas 1.5.3
pandocfilters 1.5.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
pexpect 4.8.0
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
pluggy 1.0.0
pooch 1.7.0
prometheus-client 0.16.0
prompt-toolkit 3.0.38
protobuf 4.21.12
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
pyarrow 11.0.0
pyasn1 0.6.1
pyasn1_modules 0.4.1
pycosat 0.6.4
pycparser 2.21
pycryptodome 3.21.0
pycryptodomex 3.19.0
pycurl 7.45.1
Pygments 2.14.0
PyJWT 2.6.0
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
python-dateutil 2.8.2
python-json-logger 2.0.7
pytz 2022.7.1
PyWavelets 1.4.1
PyYAML 6.0
pyzmq 25.0.0
requests 2.28.2
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rsa 4.9
ruamel.yaml 0.17.21
ruamel.yaml.clib 0.2.7
scipy 1.10.1
seaborn 0.12.2
Send2Trash 1.8.0
setuptools 67.6.0
six 1.16.0
smmap 5.0.2
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.3.2.post1
SQLAlchemy 2.0.5.post1
sqlparse 0.5.3
stack-data 0.6.2
statsmodels 0.13.5
sympy 1.11.1
tables 3.7.0
tblib 1.7.0
tencentcloud-dlc-utils 1.0.0
terminado 0.17.1
threadpoolctl 3.1.0
tifffile 2023.2.28
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.65.0
traitlets 5.9.0
types-python-dateutil 2.9.0.20241206
typing_extensions 4.12.2
unicodedata2 15.0.0
uri-template 1.3.0
urllib3 1.26.15
wcwidth 0.2.6
webcolors 24.11.1
webencodings 0.5.1
websocket-client 1.5.1
Werkzeug 3.1.3
wheel 0.38.4
widgetsnbextension 4.0.5
wrapt 1.17.2
xlrd 2.0.1
xmltodict 0.14.2
y-py 0.5.9
ypy-websocket 0.8.2
zict 2.2.0
zipp 3.15.0
zstandard 0.19.0

获取镜像

docker pull ccr.ccs.tencentyun.com/dlc_cloud/scikit-learn:release-v202501

使用 Python 资源组

版本信息:3

内置三方包及版本信息

Package Version
---------------------------------- --------------
aiofiles 22.1.0
aiosqlite 0.18.0
alembic 1.10.2
altair 4.2.2
anyio 3.6.2
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.2.1
async-generator 1.10
attrs 22.2.0
Babel 2.12.1
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.11.2
bleach 6.0.0
blinker 1.9.0
bokeh 2.4.3
Bottleneck 1.3.7
brotlipy 0.7.0
cached-property 1.5.2
cachetools 5.5.0
certifi 2024.2.2
certipy 0.1.3
cffi 1.16.0
charset-normalizer 2.1.1
click 8.1.3
cloudpickle 2.2.1
colorama 0.4.6
comm 0.1.2
conda 23.1.0
conda-package-handling 2.0.2
conda_package_streaming 0.7.0
contourpy 1.0.7
cos-python-sdk-v5 1.9.33
crcmod 1.7
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
cytoolz 0.12.0
dask 2023.3.1
databricks-sdk 0.40.0
debugpy 1.6.6
decorator 5.1.1
defusedxml 0.7.1
Deprecated 1.2.15
dill 0.3.6
distributed 2023.3.1
dlcmagic 1.0.3
docker 7.1.0
entrypoints 0.4
et-xmlfile 1.1.0
executing 1.2.0
fastjsonschema 2.16.3
Flask 3.1.0
flit_core 3.8.0
fonttools 4.39.0
fqdn 1.5.1
fsspec 2023.3.0
future 1.0.0
gitdb 4.0.12
GitPython 3.1.44
gmpy2 2.1.2
google-auth 2.37.0
graphene 3.4.3
graphql-core 3.2.5
graphql-relay 3.2.0
greenlet 2.0.2
gunicorn 23.0.0
h5py 3.8.0
HeapDict 1.0.1
idna 3.4
imagecodecs 2023.1.23
imageio 2.26.0
importlib-metadata 6.0.0
importlib-resources 5.12.0
ipykernel 6.29.4
ipympl 0.9.3
ipython 8.11.0
ipython-genutils 0.2.0
ipywidgets 8.0.4
isoduration 20.11.0
itsdangerous 2.2.0
jedi 0.18.2
Jinja2 3.1.2
joblib 1.2.0
json5 0.9.5
jsonpointer 3.0.0
jsonschema 4.17.3
jupyter_client 8.0.3
jupyter_core 5.2.0
jupyter-events 0.6.3
jupyter_server 2.4.0
jupyter_server_fileid 0.8.0
jupyter_server_terminals 0.4.4
jupyter_server_ydoc 0.6.1
jupyter-telemetry 0.1.0
jupyter-ydoc 0.2.2
jupyterhub 3.1.1
jupyterlab 3.6.1
jupyterlab-pygments 0.2.2
jupyterlab_server 2.20.0
jupyterlab-widgets 3.0.5
kiwisolver 1.4.4
libmambapy 1.3.1
llvmlite 0.39.1
locket 1.0.0
lz4 4.3.2
Mako 1.2.4
mamba 1.3.1
Markdown 3.7
MarkupSafe 2.1.2
matplotlib 3.7.1
matplotlib-inline 0.1.6
mistune 2.0.5
mlflow 2.17.2
mlflow-skinny 2.17.2
mpmath 1.3.0
msgpack 1.0.5
munkres 1.1.4
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.9
nbformat 5.7.3
nest-asyncio 1.5.6
networkx 3.0
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numexpr 2.8.3
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.1
opentelemetry-api 1.29.0
opentelemetry-sdk 1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging 23.0
pamela 1.0.0
pandas 1.5.3
pandocfilters 1.5.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
pexpect 4.8.0
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
pluggy 1.0.0
pooch 1.7.0
prometheus-client 0.16.0
prompt-toolkit 3.0.38
protobuf 4.21.12
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
pyarrow 11.0.0
pyasn1 0.6.1
pyasn1_modules 0.4.1
pycosat 0.6.4
pycparser 2.21
pycryptodome 3.21.0
pycryptodomex 3.19.0
pycurl 7.45.1
Pygments 2.14.0
PyJWT 2.6.0
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
python-dateutil 2.8.2
python-json-logger 2.0.7
pytz 2022.7.1
PyWavelets 1.4.1
PyYAML 6.0
pyzmq 25.0.0
requests 2.28.2
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rsa 4.9
ruamel.yaml 0.17.21
ruamel.yaml.clib 0.2.7
scipy 1.10.1
seaborn 0.12.2
Send2Trash 1.8.0
setuptools 67.6.0
six 1.16.0
smmap 5.0.2
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.3.2.post1
SQLAlchemy 2.0.5.post1
sqlparse 0.5.3
stack-data 0.6.2
statsmodels 0.13.5
sympy 1.11.1
tables 3.7.0
tblib 1.7.0
tencentcloud-dlc-utils 1.0.0
terminado 0.17.1
threadpoolctl 3.1.0
tifffile 2023.2.28
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.65.0
traitlets 5.9.0
types-python-dateutil 2.9.0.20241206
typing_extensions 4.12.2
unicodedata2 15.0.0
uri-template 1.3.0
urllib3 1.26.15
wcwidth 0.2.6
webcolors 24.11.1
webencodings 0.5.1
websocket-client 1.5.1
Werkzeug 3.1.3
wheel 0.38.4
widgetsnbextension 4.0.5
wrapt 1.17.2
xlrd 2.0.1
xmltodict 0.14.2
y-py 0.5.9
ypy-websocket 0.8.2
zict 2.2.0
zipp 3.15.0
zstandard 0.19.0

获取镜像

docker pull ccr.ccs.tencentyun.com/dlc_cloud/python:release-v202501



使用 Spark MLlib 资源组

版本信息:3.5

内置三方包及版本信息

Package Version
---------------------------------- --------------
aiohappyeyeballs 2.6.1
aiohttp 3.11.2
aiosignal 1.3.2
alembic 1.16.1
anyio 4.9.0
argon2-cffi 25.1.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 3.0.0
async-lru 2.0.5
async-timeout 5.0.1
attrs 25.3.0
babel 2.17.0
beautifulsoup4 4.13.4
bleach 6.2.0
blinker 1.9.0
cachetools 5.5.2
certifi 2025.4.26
cffi 1.17.1
charset-normalizer 3.4.2
click 8.1.8
cloudpickle 3.1.1
comm 0.2.2
confluent-kafka 2.10.0
contourpy 1.3.0
cos_python_sdk_v5 1.9.37
crcmod 1.7
cycler 0.12.1
databricks-sdk 0.55.0
debugpy 1.8.14
decorator 5.2.1
defusedxml 0.7.1
Deprecated 1.2.18
dlcmagic 1.0.7.post3
docker 7.1.0
exceptiongroup 1.3.0
executing 2.2.0
fastjsonschema 2.21.1
Flask 3.1.1
fonttools 4.58.1
fqdn 1.5.1
frozenlist 1.6.0
gitdb 4.0.12
GitPython 3.1.44
google-auth 2.40.2
graphene 3.4.3
graphql-core 3.2.6
graphql-relay 3.2.0
greenlet 3.2.2
grpcio 1.72.1
gunicorn 23.0.0
h11 0.16.0
httpcore 1.0.9
httpx 0.28.1
idna 3.10
importlib_metadata 8.6.1
importlib_resources 6.5.2
ipykernel 6.29.5
ipython 8.18.1
isoduration 20.11.0
itsdangerous 2.2.0
jedi 0.19.2
Jinja2 3.1.6
joblib 1.5.1
json5 0.12.0
jsonpointer 3.0.0
jsonschema 4.24.0
jsonschema-specifications 2025.4.1
jupyter_client 8.6.3
jupyter_core 5.8.1
jupyter-events 0.12.0
jupyter-lsp 2.2.5
jupyter_server 2.16.0
jupyter_server_terminals 0.5.3
jupyterlab 4.4.3
jupyterlab_pygments 0.3.0
jupyterlab_server 2.27.3
kiwisolver 1.4.7
Mako 1.3.10
Markdown 3.8
MarkupSafe 3.0.2
matplotlib 3.9.4
matplotlib-inline 0.1.7
mistune 3.1.3
mlflow 2.17.2
mlflow-skinny 2.17.2
multidict 6.4.4
nbclient 0.10.2
nbconvert 7.16.6
nbformat 5.10.4
nest-asyncio 1.6.0
notebook 7.4.3
notebook_shim 0.2.4
numpy 1.24.2
opentelemetry-api 1.33.1
opentelemetry-sdk 1.33.1
opentelemetry-semantic-conventions 0.54b1
overrides 7.7.0
packaging 24.2
pandas 1.5.3
pandocfilters 1.5.1
parso 0.8.4
pexpect 4.9.0
pillow 11.2.1
pip 25.1.1
platformdirs 4.3.8
prometheus_client 0.22.1
prompt_toolkit 3.0.51
propcache 0.3.1
protobuf 5.29.5
psutil 7.0.0
psycopg2-binary 2.9.5
ptyprocess 0.7.0
pure_eval 0.2.3
py4j 0.10.9.9
pyarrow 11.0.0
pyasn1 0.6.1
pyasn1_modules 0.4.2
pycparser 2.22
pycryptodome 3.23.0
Pygments 2.19.1
PyMySQL 1.0.2
pyparsing 3.2.3
pyspark 4.0.0
python-dateutil 2.9.0.post0
python-json-logger 3.3.0
pytz 2025.2
PyYAML 6.0.2
pyzmq 26.4.0
referencing 0.36.2
requests 2.32.3
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rpds-py 0.25.1
rsa 4.9.1
scikit-learn 1.6.1
scipy 1.13.1
Send2Trash 1.8.3
setuptools 80.9.0
six 1.17.0
smmap 5.0.2
sniffio 1.3.1
soupsieve 2.7
SQLAlchemy 2.0.3
sqlparse 0.5.3
stack-data 0.6.3
tabulate 0.9.0
tencentcloud-dlc-udf 1.0.0
tencentcloud-dlc-udf-runtime 1.0.6
tencentcloud-dlc-utils 1.0.5
tencentcloud-sdk-python-common 3.0.1392
tencentcloud-sdk-python-ssm 3.0.1392
terminado 0.18.1
threadpoolctl 3.6.0
tinycss2 1.4.0
tomli 2.2.1
tornado 6.5.1
traitlets 5.14.3
types-python-dateutil 2.9.0.20250516
typing_extensions 4.14.0
uri-template 1.3.0
urllib3 1.26.20
wcwidth 0.2.13
webcolors 24.11.1
webencodings 0.5.1
websocket-client 1.8.0
Werkzeug 3.1.3
wheel 0.34.2
wrapt 1.17.2
xmltodict 0.14.2
yarl 1.20.0
zipp 3.22.0

获取镜像

docker pull ccr.ccs.tencentyun.com/dlc_cloud/pyspark-3:release-3.5.0-dlc-t280.1