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Esta página describe la información del entorno del sistema para la versión 6 del entorno. Incluye los siguientes entornos base:
- Entorno base estándar: un entorno base con las bibliotecas cliente proporcionadas por Databricks.
- Entorno base de ML: un entorno base con los paquetes de sistema y Python de Databricks Runtime para Machine Learning preinstalado.
Para garantizar la compatibilidad de las aplicaciones, las cargas de trabajo utilizan una API versionada, conocida como la versión del entorno, que sigue siendo compatible con las versiones más recientes.
Para seleccionar un entorno base, utiliza el selector de entorno Base en el panel lateral de Entorno . Consulte Seleccionar un entorno base para computación sin servidor, o Gestionar dependencias usando entornos para computación clásica con modo de dependencia de Entornos (Beta).
Cambios de comportamiento
Los siguientes cambios de comportamiento se introducen en la versión 6 del entorno.
Puerta de enlace Py4J deshabilitada para dbutils
El gateway Py4J está desactivado en la versión 6 del entorno. Como resultado, dbutils.entry_point y dbutils.notebook.entry_point son reemplazados, y el conjunto de APIs soportadas se reduce a las siguientes, que utilizan el mecanismo de transporte de cabeceras gRPC o Jupyter. Este cambio también se aplica a la versión 5 del entorno:
getDbutils().notebook().getContext()getDbutils().jobs().taskValues().getContext()getUserLocalTempDir-
getCurrentBindings(el valor de retorno es ahora un diccionario de Python) getUserNFSTempDir
Las siguientes APIs destacadas ya no están soportadas. Esta no es una lista exhaustiva:
getDbutils().notebook().setExitVal()getDbutils().notebook().setContext()getDbutils().jobs().taskValues().setContext()getDbutils().jobs()getDbutils().jobs().taskValues()dbutils.jobs.taskValues._taskValues.taskKeyNotFound()dbutils.jobs.taskValues._taskValues.assertNotOnSparkWorker()dbutils.jobs.taskValues._taskValues.inJobContext()getDbutils().notebook()getDbutils().notebook().verifyNotOnWorker()getDbutils().notebook().checkEnabled()getDbutils().notebook().resolveRelativePath()getDbutils().notebook().resolveRelativeGitPath()getDbutils().notebook().getGitSourceJsonFromContext()getDbutils().notebook().filterOutCredentials()getDbutils().notebook()._run()getLogger
/databricks/runtime/info.json ya no está disponible
Para el entorno de computación serverless versión 6 y superior, el /databricks/runtime/info.json archivo ya no está disponible.
Para recuperar el ID REPL del cuaderno en un cuaderno Python, utilizaget_context():
from dbruntime.databricks_repl_context import get_context
print(get_context().clusterId)
Para recuperar el ID del clúster Spark adjunto, utilice spark.conf:
print(spark.conf.get("spark.databricks.clusterUsageTags.clusterId"))
Actualizaciones de API
La versión 6 del entorno incluye las siguientes actualizaciones de la API:
- SPARK-54555 Habilitar por defecto los UDFs de Python optimizados para flechas
-
SPARK-55689 Añadir
withSchemaEvolution()a la API de escritura de DataFrame -
SPARK-52857 Añadir la
is_valid_variantexpresión a la API de PySpark DataFrame - SPARK-54199 Añadir soporte de la API de PySpark DataFrame para funciones de boceto cuantilizado KLL
- SPARK-54179 Añadir soporte de la API de PySpark DataFrame para funciones de Tuple Sketch
-
SPARK-40336 Implementa
DataFrameGroupBy.coven la API de pandas en Spark -
SPARK-40337 Implementarlo
SeriesGroupBy.describeen la API de pandas en Spark -
SPARK-46776 Admitir columnas
pa.ChunkedArrayencreateDataFramede pandas
Entorno del sistema
- Sistema operativo: Ubuntu 24.04.4 LTS
- Python: 3.12.3
-
Databricks Connect: 19 (Databricks Connect se actualiza continuamente en la última versión del entorno. Ejecuta
pip listpara confirmar la versión exacta en tu entorno actual.) - Scala: 2.13.18
- JDK: 17
Bibliotecas de Python instaladas
Entorno base estándar
Para reproducir la versión 6 del entorno en tu entorno virtual Python local, descarga el archivorequirements-env-6.txt y ejecuta pip install -r requirements-env-6.txt. Este comando instala todas las librerías de la versión 6 del entorno.
| Library | Versión | Library | Versión | Library | Versión |
|---|---|---|---|---|---|
| documento anotado | 0.0.4 | annotated-types | 0.7.0 | anyio | 4.10.0 |
| argon2-cffi | 21.3.0 | argon2-cffi-bindings | 25.1.0 | arro3-core | 0.8.0 |
| arrow | 1.4.0 | asttokens | 3.0.0 | astunparse | 1.6.3 |
| async-lru | 2.0.5 | attrs | 25.4.0 | azure-core | 1.41.0 |
| azure-identity | 1.25.3 | azure-mgmt-core | 1.6.0 | azure-mgmt-web | 10.1.0 |
| azure-storage-blob | 12.29.0 | azure-storage-file-datalake | 12.24.0 | babel | 2.16.0 |
| beautifulsoup4 | 4.13.5 | black | 25.9.0 | bleach | 6.2.0 |
| boto3 | 1.40.46 | botocore | 1.40.46 | cachetools | 5.5.1 |
| certifi | 2025.11.12 | cffi | 2.0.0 | normalizador de conjuntos de caracteres | 3.4.4 |
| click | 8.2.1 | cloudpickle | 3.1.1 | comm | 0.2.3 |
| contourpy | 1.3.3 | cryptography | 46.0.3 | cycler | 0.11.0 |
| databricks-agents | 1.11.0 | databricks-connect | 19.1 | databricks-sdk | 0.122.0 |
| dataclasses-json | 0.6.7 | debugpy | 1.8.16 | decorator | 5.2.1 |
| defusedxml | 0.7.1 | deltalake | 1.5.1 | Deprecated | 1.3.1 |
| distlib | 0.4.0 | executing | 2.2.1 | fastapi | 0.136.3 |
| fastjsonschema | 2.21.2 | filelock | 3.29.0 | fonttools | 4.60.1 |
| fqdn (nombre de dominio completo) | 1.5.1 | fsspec | 2023.5.0 | gitdb | 4.0.11 |
| GitPython | 3.1.45 | google-api-core | 2.30.3 | google-auth | 2.53.0 |
| google-cloud-core | 2.6.0 | google-cloud-storage | 3.10.1 | google-crc32c | 1.8.0 |
| google-resumable-media | 2.9.0 | googleapis-common-protos | 1.71.0 | grpcio | 1.76.0 |
| grpcio-status | 1.76.0 | h11 | 0.16.0 | httpcore | 1.0.9 |
| httpx | 0.28.1 | idna | 3,11 | importlib_metadata | 8.7.0 |
| iniconfig | 2.1.0 | ipyflow-core | 0.0.227 | ipykernel | 6.31.0 |
| ipython | 9.7.0 | ipython-genutils | 0.2.0 | ipython_pygments_lexers | 1.1.1 |
| ipywidgets | 7.8.1 | isodate | 0.7.2 | isoduration | 20.11.0 |
| jedi | 0.19.2 | Jinja2 | 3.1.6 | jmespath | 1.0.1 |
| joblib | 1.5.2 | json5 | 0.12.1 | jsonpointer | 3.1.1 |
| jsonschema | 4.25.0 | jsonschema-specifications | 2025.9.1 | jupyter-events | 0.12.0 |
| jupyter-lsp | 2.2.5 | jupyter_client | 8.6.3 | jupyter_core | 5.8.1 |
| jupyter_server | 2.16.0 | jupyter_server_terminals | 0.5.3 | jupyterlab | 4.4.7 |
| jupyterlab_pygments | 0.3.0 | jupyterlab_server | 2.28.0 | jupyterlab_widgets | 1.1.11 |
| kiwisolver | 1.4.8 | lark | 1.3.1 | markdown-it-py | 2.2.0 |
| MarkupSafe | 3.0.2 | malvavisco | 3.26.2 | matplotlib | 3.10.6 |
| matplotlib-inline | 0.2.1 | mccabe | 0.7.0 | mdurl | 0.1.2 |
| mistune | 3.1.2 | mlflow-skinny | 3.12.0 | mmh3 | 5.2.1 |
| msal | 1.36.0 | msal-extensions | 1.3.1 | msrest | 0.7.1 |
| mypy-extensions | 1.0.0 | nbclient | 0.10.2 | nbconvert | 7.16.6 |
| nbformat | 5.10.4 | nest-asyncio | 1.6.0 | nodeenv | 1.10.0 |
| notebook | 7.4.5 | notebook_shim | 0.2.4 | numpy | 2.3.4 |
| oauthlib | 3.2.2 | opentelemetry-api | 1.42.1 | opentelemetry-proto | 1.42.1 |
| opentelemetry-sdk | 1.42.1 | opentelemetry-semantic-conventions | 0.63b1 | overrides | 7.7.0 |
| packaging | 25.0 | pandas | 2.3.3 | pandocfilters | 1.5.1 |
| parso | 0.8.5 | especificación de ruta (pathspec) | 0.12.1 | pexpect | 4.9.0 |
| pillow | 12.0.0 | pip | 25,3 | platformdirs | 4.5.0 |
| pluggy | 1.5.0 | prometheus_client | 0.21.1 | prompt_toolkit | 3.0.52 |
| proto-plus | 1.28.0 | protobuf | 6.33.5 | psutil | 7.0.0 |
| ptyprocess | 0.7.0 | pure_eval | 0.2.3 | py4j | 0.10.9.9 |
| pyarrow | 21.0.0 | pyasn1 | 0.6.1 | pyasn1_modules | 0.4.2 |
| pyccolo | 0.0.83 | pycparser | 2.23 | pydantic (una biblioteca de validación de datos en Python) | 2.13.3 |
| pydantic_core | 2.46.3 | pyflakes | 3.2.0 | Pygments | 2.19.2 |
| pyiceberg | 0.11.1 | PyJWT | 2.10.1 | pyparsing | 3.2.5 |
| pyright | 1.1.409 | pyroaring | 1.1.0 | pytest | 8.4.2 |
| Python-dateutil | 2.9.0.post0 | python-dotenv | 1.2.2 | python-json-logger | 3.2.1 |
| pytokens | 0.2.0 | pytz | 2025.2 | PyYAML | 6.0.3 |
| pyzmq | 27.1.0 | referencing | 0.37.0 | regex | 2025.9.1 |
| requests | 2.32.5 | requests-oauthlib | 2.0.0 | rfc3339-validator | 0.1.4 |
| rfc3986-validator | 0.1.1 | RFC3987-sintaxis | 1.1.0 | rich | 14.2.0 |
| rpds-py | 0.28.0 | s3transfer | 0.14.0 | scikit-learn | 1.7.2 |
| scipy | 1.16.3 | Send2Trash | 1.8.2 | setuptools | 80.9.0 |
| seis | 1.17.0 | smmap | 5.0.0 | sniffio | 1.3.0 |
| soupsieve | 2.5 | sqlparse | 0.5.5 | stack-data | 0.6.3 |
| starlette | 0.52.1 | strictyaml | 1.7.3 | tenacity | 9.1.2 |
| terminado | 0.18.1 | threadpoolctl | 3.5.0 | tiktoken | 0.13.0 |
| tinycss2 | 1.4.0 | tokenize_rt | 6.2.0 | tornado | 6.5.1 |
| tqdm | 4.67.1 | traitlets | 5.14.3 | typing-inspect | 0.9.0 |
| typing-inspection | 0.4.2 | typing_extensions | 4.15.0 | tzdata | 2026.2 |
| uri-template | 1.3.0 | urllib3 | 2.5.0 | uvicorn | 0.48.0 |
| virtualenv | 20.35.4 | wcwidth | 0.2.13 | webcolors | 25.10.0 |
| webencodings | 0.5.1 | websocket-client | 1.8.0 | wheel | 0.45.1 |
| cuando quiera | 0.7.3 | widgetsnbextension | 3.6.6 | wrapt | 1.17.0 |
| zipp | 3.23.0 | zstandard | 0.25.0 |
Entorno base de ML
Para reproducir el entorno de ML en tu entorno virtual Python local, descarga el archivorequirements-ml-6.txt y ejecuta pip install -r requirements-ml-6.txt. Este comando instala todas las bibliotecas desde el entorno de ML.
| Library | Versión | Library | Versión | Library | Versión |
|---|---|---|---|---|---|
| absl-py | 2.3.1 | acelerar | 1.13.0 | aiohappyeyeballs | 2.6.1 |
| aiohttp | 3.13.2 | aiohttp-cors | 0.8.1 | aiosignal | 1.4.0 |
| alambique | 1.18.4 | documento anotado | 0.0.4 | annotated-types | 0.7.0 |
| anyio | 4.10.0 | argon2-cffi | 21.3.0 | argon2-cffi-bindings | 25.1.0 |
| arro3-core | 0.8.0 | arrow | 1.4.0 | asttokens | 3.0.0 |
| astunparse | 1.6.3 | async-lru | 2.0.5 | attrs | 25.4.0 |
| audioread | 3.1.0 | azure-core | 1.41.0 | azure-cosmos | 4.3.1 |
| azure-identity | 1.25.3 | azure-mgmt-core | 1.6.0 | azure-mgmt-web | 10.1.0 |
| azure-storage-blob | 12.29.0 | azure-storage-file-datalake | 12.24.0 | babel | 2.16.0 |
| beautifulsoup4 | 4.13.5 | black | 25.9.0 | bleach | 6.2.0 |
| blis | 1.3.3 | boto3 | 1.40.46 | botocore | 1.40.46 |
| cachetools | 5.5.1 | catálogo | 2.0.10 | certifi | 2025.11.12 |
| cffi | 2.0.0 | normalizador de conjuntos de caracteres | 3.4.4 | click | 8.2.1 |
| cloudpathlib | 0.24.0 | cloudpickle | 3.1.1 | cmdstanpy | 1.3.0 |
| colorido | 0.5.8 | colorlog | 6.10.1 | comm | 0.2.3 |
| confitería | 1.3.3 | contourpy | 1.3.3 | cryptography | 46.0.3 |
| cycler | 0.11.0 | cymem | 2.0.13 | databricks-agents | 1.10.2 |
| databricks-connect | 19.1 | databricks-feature-engineering | 0.13.0.1 | databricks-sdk | 0.108.0 |
| dataclasses-json | 0.6.7 | datasets | 4.8.5 | dbl-tempo | 0.1.26 |
| debugpy | 1.8.16 | decorator | 5.2.1 | deepspeed | 0.19.0 |
| defusedxml | 0.7.1 | deltalake | 1.5.1 | Deprecated | 1.3.1 |
| dill | 0.4.0 | distlib | 0.4.0 | dm-tree | 0.1.10 |
| einops | 0.8.2 | evaluate | 0.4.6 | executing | 2.2.1 |
| Farama-Notifications | 0.0.6 | fastapi | 0.136.1 | fastjsonschema | 2.21.2 |
| filelock | 3.20.0 | Flask | 2.2.5 | fonttools | 4.60.1 |
| fqdn (nombre de dominio completo) | 1.5.1 | frozenlist | 1.8.0 | fsspec | 2023.5.0 |
| gitdb | 4.0.11 | GitPython | 3.1.45 | google-api-core | 2.30.3 |
| google-auth | 2.53.0 | google-cloud-core | 2.6.0 | google-cloud-storage | 3.10.1 |
| google-crc32c | 1.8.0 | google-resumable-media | 2.9.0 | googleapis-common-protos | 1.71.0 |
| graphql-core | 3.2.4 | greenlet | 3.2.4 | grpcio | 1.76.0 |
| grpcio-status | 1.76.0 | gimnasio | 0.28.1 | h11 | 0.16.0 |
| hf-xet | 1.5.0 | hjson | 3.1.0 | vacaciones | 0.54 |
| httpcore | 1.0.9 | httpx | 0.28.1 | huggingface_hub | 0.36.2 |
| idna | 3,11 | ImageIO | 2.37.2 | imbalanced-learn | 0.14.0 |
| importlib_metadata | 8.7.0 | importlib_resources | 7.1.0 | iniconfig | 2.1.0 |
| ipyflow-core | 0.0.227 | ipykernel | 6.31.0 | ipython | 9.7.0 |
| ipython-genutils | 0.2.0 | ipython_pygments_lexers | 1.1.1 | ipywidgets | 7.8.1 |
| isodate | 0.7.2 | isoduration | 20.11.0 | Es peligroso | 2.2.0 |
| jax-jumpy | 1.0.0 | jedi | 0.19.2 | Jinja2 | 3.1.6 |
| jiter | 0.15.0 | jmespath | 1.0.1 | joblib | 1.5.2 |
| joblibspark | 0.6.0 | json5 | 0.12.1 | jsonpatch | 1.33 |
| jsonpointer | 3.1.1 | jsonschema | 4.25.0 | jsonschema-specifications | 2025.9.1 |
| jupyter-events | 0.12.0 | jupyter-lsp | 2.2.5 | jupyter_client | 8.6.3 |
| jupyter_core | 5.8.1 | jupyter_server | 2.16.0 | jupyter_server_terminals | 0.5.3 |
| jupyterlab | 4.4.7 | jupyterlab_pygments | 0.3.0 | jupyterlab_server | 2.28.0 |
| jupyterlab_widgets | 1.1.11 | kiwisolver | 1.4.8 | langchain | 1.3.1 |
| langchain-core | 1.4.0 | langchain-protocol | 0.0.15 | langgraph | 1.2.1 |
| langgraph-checkpoint | 4.1.1 | langgraph-prebuilt | 1.1.0 | langgraph-sdk | 0.3.15 |
| langsmith | 0.4.41 | lark | 1.3.1 | lazy_loader | 0.4 |
| librosa | 0.11.0 | lightgbm | 4.6.0 | linkify-it-py | 2.0.3 |
| llvmlite | 0.45.1 | lz4 | 4.4.5 | Mako | 1.3.12 |
| marisa-trie | 1.2.0 | Markdown | 3.8 | markdown-it-py | 2.2.0 |
| MarkupSafe | 3.0.2 | malvavisco | 3.26.2 | matplotlib | 3.10.6 |
| matplotlib-inline | 0.2.1 | mccabe | 0.7.0 | mdit-py-plugins | 0.5.0 |
| mdurl | 0.1.2 | memray | 1.19.3 | mistune | 3.1.2 |
| mlflow-skinny | 3.12.0 | mmh3 | 5.2.1 | mpmath | 1.3.0 |
| msal | 1.36.0 | msal-extensions | 1.3.1 | msgpack | 1.1.2 |
| msrest | 0.7.1 | multidict | 6.7.0 | multiproceso | 0.70.18 |
| murmurhash | 1.0.15 | mypy-extensions | 1.0.0 | nbclient | 0.10.2 |
| nbconvert | 7.16.6 | nbformat | 5.10.4 | nest-asyncio | 1.6.0 |
| networkx | 3.5 | ninja | 1.13.0 | nltk | 3.9.2 |
| nodeenv | 1.10.0 | notebook | 7.4.5 | notebook_shim | 0.2.4 |
| numba | 0.62.1 | numpy | 2.3.4 | nvidia-nccl-cu12 | 2.30.4 |
| oauthlib | 3.2.0 | openai | 2.37.0 | opencensus | 0.11.4 |
| opencensus-context==0.1.2 | 0.1.3 | opentelemetry-api | 1.42.1 | opentelemetry-proto | 1.42.1 |
| opentelemetry-sdk | 1.42.1 | opentelemetry-semantic-conventions | 0.63b1 | optuna | 3.6.1 |
| optuna-integration | 3.6.0 | orjson | 3.11.9 | ormsgpack | 1.12.2 |
| overrides | 7.7.0 | packaging | 25.0 | pandas | 2.3.3 |
| pandocfilters | 1.5.1 | parso | 0.8.5 | especificación de ruta (pathspec) | 0.12.1 |
| patsy | 1.0.1 | pexpect | 4.9.0 | pillow | 12.0.0 |
| pip | 25,3 | platformdirs | 4.5.0 | pluggy | 1.5.0 |
| chucho | 1.9.0 | preshed | 3.0.13 | prometheus_client | 0.21.1 |
| prompt_toolkit | 3.0.52 | propcache | 0.3.1 | profeta | 1.2.1 |
| proto-plus | 1.28.0 | protobuf | 6.33.5 | psutil | 7.0.0 |
| ptyprocess | 0.7.0 | pure_eval | 0.2.3 | py-cpuinfo | 9.0.0 |
| py-spy | 0.4.2 | py4j | 0.10.9.9 | pyarrow | 21.0.0 |
| pyasn1 | 0.6.1 | pyasn1_modules | 0.4.2 | pyccolo | 0.0.83 |
| pycparser | 2.23 | pydantic (una biblioteca de validación de datos en Python) | 2.13.3 | pydantic_core | 2.46.3 |
| pyflakes | 3.2.0 | Pygments | 2.19.2 | pyiceberg | 0.11.1 |
| PyJWT | 2.10.1 | pyparsing | 3.2.5 | pyright | 1.1.409 |
| pyroaring | 1.1.0 | pytesseract | 0.3.13 | pytest | 8.4.2 |
| Python-dateutil | 2.9.0.post0 | python-dotenv | 1.2.2 | editor de Python | 1.0.4 |
| python-json-logger | 3.2.1 | pytokens | 0.2.0 | pytz | 2025.2 |
| PyYAML | 6.0.3 | pyzmq | 27.1.0 | ray | 2.37.0 |
| referencing | 0.37.0 | regex | 2025.9.1 | requests | 2.32.5 |
| requests-oauthlib | 2.0.0 | requests-toolbelt | 1.0.0 | rfc3339-validator | 0.1.4 |
| rfc3986-validator | 0.1.1 | RFC3987-sintaxis | 1.1.0 | rich | 14.2.0 |
| rpds-py | 0.28.0 | s3transfer | 0.14.0 | safetensors | 0.7.0 |
| scikit-image | 0.25.2 | scikit-learn | 1.7.2 | scipy | 1.16.3 |
| Send2Trash | 1.8.2 | transformadores de frases | 5.5.1 | sentencepiece | 0.2.1 |
| setuptools | 80.9.0 | shap | 0.51.0 | Shellingham | 1.5.4 |
| seis | 1.17.0 | rebanador | 0.0.8 | smart_open | 7.6.1 |
| smmap | 5.0.0 | sniffio | 1.3.0 | archivo de sonido | 0.13.1 |
| soupsieve | 2.5 | soxr | 1.1.0 | spacy | 3.8.14 |
| spacy-legacy | 3.0.12 | spacy-loggers | 1.0.5 | SQLAlchemy | 2.0.43 |
| sqlparse | 0.5.5 | srsly | 2.5.3 | stack-data | 0.6.3 |
| estaño | 0.5.1 | starlette | 0.52.1 | statsmodels | 0.14.5 |
| strictyaml | 1.7.3 | sympy | 1.14.0 | tenacity | 9.1.2 |
| tensorboard | 2.20.0 | tensorboard-data-server | 0.7.2 | tensorboardX | 2.6.5 |
| terminado | 0.18.1 | textual | 8.2.7 | thinc | 8.3.13 |
| threadpoolctl | 3.5.0 | tifffile | 2025.10.4 | tiktoken | 0.13.0 |
| tinycss2 | 1.4.0 | tokenize_rt | 6.2.0 | tokenizadores | 0.22.1 |
| antorcha | 2.12.0+cpu | torcheval | 0.0.7 | torchvision | 0.27.0+cpu |
| tornado | 6.5.1 | tqdm | 4.67.1 | traitlets | 5.14.3 |
| transformadores | 4.57.6 | typer | 0.25.1 | typing-inspect | 0.9.0 |
| typing-inspection | 0.4.2 | typing_extensions | 4.15.0 | tzdata | 2026.2 |
| uc-micro-py | 1.0.3 | uri-template | 1.3.0 | urllib3 | 2.5.0 |
| uuid_utils | 0.16.0 | uvicorn | 0.47.0 | virtualenv | 20.35.4 |
| wasabi | 1.1.3 | wcwidth | 0.2.13 | weasel | 1.0.0 |
| webcolors | 25.10.0 | webencodings | 0.5.1 | websocket-client | 1.8.0 |
| Werkzeug | 3.1.3 | wheel | 0.45.1 | cuando quiera | 0.7.3 |
| widgetsnbextension | 3.6.6 | wrapt | 1.17.0 | xgboost | 3.2.0 |
| xgboost-ray | 0.1.19 | xxhash | 3.5.0 | yarl | 1.22.0 |
| zipp | 3.23.0 | zstandard | 0.25.0 |
Bibliotecas de Java y Scala instaladas (Scala 2.13)
La siguiente tabla lista las bibliotecas expuestas en tiempo de ejecución bajo sus nombres originales de paquetes. Los paquetes sombreados en espacios de nombres privados se omiten.
Un paquete de sistema siempre se carga por encima de las dependencias de usuario y sesión. Los paquetes marcados como No son copias de compatibilidad reexpuestas debajo de la ruta de clase de usuario y sesión, por lo que una versión proporcionada por el usuario tiene prioridad.
| Identificador de grupo | Id. de artefacto | Versión | Paquete del sistema |
|---|---|---|---|
| com.databricks | databricks-connect_2.13 | 19.1 | Sí |
| com.databricks | databricks-dbutils-scala_2.13 | 0.1.4 | Sí |
| com.databricks | databricks-sdk-java | 0.141.0 | Sí |
| com.fasterxml.jackson.core | jackson-annotations | 2.18.9 | Sí |
| com.fasterxml.jackson.core | jackson-core | 2.18.9 | Sí |
| com.fasterxml.jackson.core | jackson-databind | 2.18.9 | Sí |
| com.fasterxml.jackson.datatype | jackson-datatype-guava | 2.18.9 | Sí |
| com.fasterxml.jackson.datatype | jackson-datatype-jdk8 | 2.18.9 | Sí |
| com.fasterxml.jackson.datatype | jackson-datatype-jsr310 | 2.18.9 | Sí |
| com.google.auth | google-auth-library-credentials | 1.20.0 | No |
| com.google.auth | google-auth-library-oauth2-http | 1.20.0 | No |
| com.google.auto.value | auto-value-annotations | 1.10.4 | No |
| com.google.code.gson | gson | 2.8.9 | No |
| com.google.errorprone | error_prone_annotations | 2.18.0 | No |
| com.google.guava | failureaccess | 1.0.1 | No |
| com.google.guava | guava | 32.0.1-jre | No |
| com.google.guava | listenablefuture | 9999.0-empty-to-avoid-conflict-with-guava | No |
| com.google.http-client | google-http-client | 1.43.3 | No |
| com.google.http-client | google-http-client-gson | 1.43.3 | No |
| com.google.j2objc | j2objc-annotations | 2.8 | No |
| com.google.protobuf | protobuf-java | 3.25.5 | Sí |
| com.google.protobuf | protobuf-java-util | 3.25.5 | Sí |
| com.thoughtworks.paranamer | paranamer | 2.8 | No |
| commons-codec | commons-codec | 1.11 | No |
| commons-io | commons-io | 2.14.0 | No |
| commons-logging | commons-logging | 1.3.6 | No |
| io.github.java-diff-utils | java-diff-utils | 4,16 | Sí |
| io.grpc | grpc-context | 1.27.2 | No |
| io.opencensus | opencensus-api | 0.31.1 | No |
| io.opencensus | opencensus-contrib-http-util | 0.31.1 | No |
| org.apache.commons | commons-configuration2 | 2.15.0 | No |
| org.apache.commons | commons-lang3 | 3.20.0 | No |
| org.apache.commons | commons-text | 1.15.0 | No |
| org.apache.httpcomponents | httpclient | 4.5.14 | Sí |
| org.apache.httpcomponents | httpcore | 4.4.16 | Sí |
| org.apache.logging.log4j | log4j-api | 2.20.0 | Sí |
| org.apache.logging.log4j | log4j-core | 2.20.0 | Sí |
| org.apache.logging.log4j | log4j-slf4j2-impl | 2.20.0 | No |
| org.checkerframework | checker-qual | 3.33.0 | No |
| org.jline | jline | 3.29.0 | Sí |
| org.json | json | 20240303 | Sí |
| org.json4s | json4s-ast_2.13 | 4.0.7 | Sí |
| org.json4s | json4s-core_2.13 | 4.0.7 | Sí |
| org.json4s | json4s-jackson-core_2.13 | 4.0.7 | Sí |
| org.json4s | json4s-jackson_2.13 | 4.0.7 | Sí |
| org.json4s | json4s-scalap_2.13 | 4.0.7 | Sí |
| org.scala-lang | scala-compiler_2.13 | 2.13.18 | Sí |
| org.scala-lang | scala-library_2.13 | 2.13.18 | Sí |
| org.scala-lang | scala-reflect_2.13 | 2.13.18 | Sí |
| org.scala-lang.modules | scala-collection-compat_2.13 | 2.13.0 | Sí |
| org.slf4j | slf4j-api | 2.0.10 | Sí |
| com.lihaoyi | ammonite-compiler-interface_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-compiler_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-interp-api_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-interp_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-repl-api_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-repl_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-runtime_2.13.18 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-terminal_2.13 | 3.0.8 | Sí |
| com.lihaoyi | ammonite-util_2.13 | 3.0.8 | Sí |
| com.lihaoyi | fansi_2.13 | 0.5.1 | Sí |
| com.lihaoyi | mainargs_2.13 | 0.7.6 | Sí |
| com.lihaoyi | os-lib_2.13 | 0.11.3 | Sí |
| com.lihaoyi | pprint_2.13 | 0.9.0 | Sí |
| com.lihaoyi | scalaparse_2.13 | 3.1.1 | Sí |
| com.lihaoyi | scalatags_2.13 | 0.13.1 | Sí |
| com.thesamet.scalapb | lenses_2.13 | 0.11.15 | Sí |
| com.thesamet.scalapb | scalapb-runtime_2.13 | 0.11.15 | Sí |
| org.jline | jline-reader | 3.14.1 | Sí |
| org.jline | jline-terminal | 3.14.1 | Sí |
| org.scala-lang | scalap_2.13 | 2.13.13 | Sí |
| org.scala-lang.modules | scala-java8-compat_2.13 | 1.0.2 | Sí |
| org.scalameta | io_2.13 | 4.13.10 | Sí |
| org.scalameta | mtags-interfaces | 1.6.3 | Sí |
| org.scalameta | MTAGS-shared_2.13.18 | 1.6.3 | Sí |
| org.scalameta | mtags_2.13.18 | 1.6.3 | Sí |
| org.scalameta | parsers_2.13 | 4.13.10 | Sí |
| org.scalameta | scalameta_2.13 | 4.13.10 | Sí |
| org.scalameta | semanticdb-scalac-core_2.13.18 | 4.13.10 | Sí |
| org.scalameta | trees_2.13 | 4.13.10 | Sí |
| sh.almond | channels_2.13 | 0.14.5 | Sí |
| sh.almond | coursier-logger_2.13 | 0.14.5 | Sí |
| sh.almond | interpreter-api_2.13 | 0.14.5 | Sí |
| sh.almond | interpreter_2.13 | 0.14.5 | Sí |
| sh.almond | jupyter-api_2.13 | 0.14.5 | Sí |
| sh.almond | kernel_2.13 | 0.14.5 | Sí |
| sh.almond | logger-scala2-macros_2.13 | 0.14.5 | Sí |
| sh.almond | logger_2.13 | 0.14.5 | Sí |
| sh.almond | protocol_2.13 | 0.14.5 | Sí |
| sh.almond | Scala-interpreter_2.13.18 | 0.14.5 | Sí |
| sh.almond | scala-kernel-api_2.13.18 | 0.14.5 | Sí |
| sh.almond | Scala-kernel_2.13.18 | 0.14.5 | Sí |
| sh.almond | shared-directives_2.13 | 0.14.5 | Sí |
| sh.almond | toree-hooks_2.13 | 0.14.5 | Sí |