tencent cloud

Data Lake Compute

ドキュメントData Lake Compute実践チュートリアルDATA + AI機械学習リソースグループの組み込みイメージ情報

機械学習リソースグループの組み込みイメージ情報

PDF
フォーカスモード
フォントサイズ
最終更新日: 2025-12-25 11:39:20
データレイクコンピューティング DLC は、標準エンジン Spark の機械学習リソースグループタイプに基づいており、機械学習関連の組み込みイメージを提供します。ユーザーはビジネスニーズに応じて直接選択して使用できるほか、これらのイメージを基に二次開発を行い、ユーザー独自のカスタムイメージとして使用することもできます。
本ドキュメントに基づいて、製品がサポートする具体的なイメージタイプと内容を確認でき、またローカル端末を使用してイメージパッケージをローカルに取得することもサポートされています。

TensorFlowリソースグループを使用する

バージョン情報：2.18.0

組み込みのサードパーティパッケージとバージョン情報

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

イメージを取得する

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

PyTorchリソースグループを使用する

バージョン情報：2.5.1

組み込みのサードパーティパッケージとバージョン情報

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

イメージを取得する

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

Scikit-Learnリソースグループを使用する

バージョン情報：1.6.0

組み込みのサードパーティパッケージとバージョン情報

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

イメージを取得する

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

Pythonリソースグループを使用する

バージョン情報：3

組み込みのサードパーティパッケージとバージョン情報

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

イメージを取得する

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



Spark MLlibリソースグループを使用する

バージョン情報：3.5

組み込みのサードパーティパッケージとバージョン情報

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

イメージを取得する

docker pull ccr.ccs.tencentyun.com/dlc_cloud/pyspark-3:release-3.5.0-dlc-t280.1
前の記事へ: Spark の計算コスト最適化プラクティス次の記事へ: カスタムイメージの説明

ヘルプとサポート

この記事はお役に立ちましたか？

フィードバック