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Se aplica a:
SQL Server 2019 (15.x)
Estas notas de la versión se aplican a la actualización acumulativa 16 (CU16) de Clústeres de macrodatos de SQL Server 2019.
Cambios de la CU16 y nuevas funcionalidades
Advertencia
En la actualización acumulativa 15, el orden de actualización es crucial. Actualice el clúster de macrodatos a la CU15 antes de actualizar el clúster de Kubernetes a la versión 1.21. Si el clúster de Kubernetes se actualiza a la versión 1.21 antes de que BDC se actualice a CU14 o CU15, el clúster terminará en estado de error y la actualización del BDC no se realizará correctamente. En este caso, tendrá que revertir la versión de Kubernetes a la 1.20 para corregir el problema.
Esto no afecta a las nuevas implementaciones de la CU15 de Clústeres de macrodatos de SQL Server 2019 en clústeres de la API 1.21 de Kubernetes.
Para obtener información detallada sobre los cambios en el motor SQL Server, consulte el artículo oficial de la Knowledge Base sobre la CU16 para SQL Server 2019 (KB5011644).
Configuraciones probadas para la CU16
La CU16 de Clústeres de macrodatos de SQL Server se ha probado en las combinaciones de entornos siguientes:
| SO de contenedor | API de Kubernetes | Tiempo de ejecución | Almacenamiento de datos | Almacenamiento de registros |
|---|---|---|---|---|
| Ubuntu 20.04 LTS | 1.21 | containerd 1.4.6 CRI-O 1.20.4 |
Solo bloque | Solo bloque |
Los documentos técnicos de arquitectura para Clústeres de macrodatos de SQL Server se pueden encontrar en las páginas siguientes:
Entorno del sistema
- Sistema operativo: Ubuntu 20.04.5 LTS
-
SQL Server: 15.0.4223.1
- Java: Azul Zulu JRE 11.0.9.1
- Python: 3.7.2 (miniconda 4.5.12)
- R: Microsoft R 3.5.2
-
entorno de ejecución de Apache Spark 2022.1
- Spark: 3.1.2
- Delta Lake: 1.0.0
- Java: Azul Zulu JRE 1.8.0_275
- Scala: 2.12
- Python: 3.8 (miniforge 4.9)
- R: CRAN R 4.1.2
- Conector SQL Spark: 1.2.0
Versiones de componentes de OSS insertados
| Componente | Versión |
|---|---|
| collectd | 5.12.0 |
| InfluxDB | 1.8.3 |
| Elasticsearch | 7.9.1 |
| opendistro-elasticsearch-security | 1.10.1.0 |
| Fluent Bit | 1.6.3 |
| Grafana | 7.3.6 |
| Hadoop HDFS DataNode HDFS NameNode |
3.1 |
| Hive (metastore) | 2.3 |
| Kibana | 7.9.1 |
| Knox | 1.4.0 |
| Livy | 0,7 |
| Openresty (Nginx) | 1.17.8-2 |
| Chispa | 3.1.2 |
| Telegraf | 1.16.1 |
| ZooKeeper | 3.5.8 |
Entorno de ejecución para Apache Spark, versión 2022.1 (BDC.3.2022.1): bibliotecas de Python instaladas
| Biblioteca | Versión | Biblioteca | Versión | Biblioteca | Versión |
|---|---|---|---|---|---|
| _libgcc_mutex | 0,1 | keras-applications | 1.0.8 | pitón | 3.8.10 |
| _openmp_mutex | 4.5 | keras-preprocessing | 1.1.2 | pytorch | 1.8.1 |
| _py-xgboost-mutex | 2 | keras2onnx | 1.6.5 | pyqt | 5.12.3 |
| abseil-cpp | 20210324 | kiwisolver | 1.3.1 | pyqt-impl | 5.12.3 |
| absl-py | 0.13.0 | Koalas | 1.8.0 | pyqt5-sip | 4.19.18 |
| Adal | 1.2.7 | krb5 | 1.19.1 | pyqtchart | 5.12 |
| adlfs | 0.7.7 | lcms2 | 2,12 | pyqtwebengine | 5.12.1 |
| aiohttp | 3.7.4.post0 | ld_impl_linux-64 | 2.36.1 | pysocks | 1.7.1 |
| alsa-lib | 1.2.3 | lerc | 2.2.1 | Python-dateutil | 2.8.1 |
| directorios de aplicaciones | 1.4.4 | liac-arff | 2.5.0 | python-flatbuffers | 1.12 |
| arrow-cpp | 3.0.0 | libaec | 1.0.5 | python_abi | 3.8 |
| Astor | 0.8.1 | libblas | 3.9.0 | pytz | 2021.1 |
| astunparse | 1.6.3 | libbrotlicommon | 1.0.9 | pyu2f | 0.1.5 |
| async-timeout | 3.0.1 | libbrotlidec | 1.0.9 | pywavelets | 1.1.1 |
| atributos | 21.2.0 | libbrotlienc | 1.0.9 | pyyaml | 5.4.1 |
| aws-c-cal | 0.5.11 | libcblas | 3.9.0 | pyzmq | 22.1.0 |
| aws-c-common | 0.6.2 | libclang | 11.1.0 | Qt | 5.12.9 |
| aws-c-event-stream | 0.2.7 | libcurl | 7.77.0 | re2 | 2021.04.01 |
| aws-c-io | 0.10.5 | libdeflate | 1.7 | leer línea | 8.1 |
| aws-checksums | 0.1.11 | libedit | 3.1.20210216 | regex | 2021.7.6 |
| aws-sdk-cpp | 1.8.186 | libev | 4.33 | solicitudes | 2.25.1 |
| azure-datalake-store | 0.0.51 | libevent | 2.1.10 | requests-oauthlib | 1.3.0 |
| azure-identity | 2021.03.15b1 | libffi | 3.3 | Reintentando | 1.3.3 |
| azure-storage-blob | 12.8.1 | libgcc-ng | 9.3.0 | RSA | 4.7.2 |
| llamada de retorno | 0.2.0 | libgfortran-ng | 9.3.0 | ruamel_yaml | 0.15.100 |
| retroportaciones | 1 | libgfortran5 | 9.3.0 | s2n | 1.0.10 |
| backports.functools_lru_cache | 1.6.4 | libglib | 2.68.3 | salib | 1.3.11 |
| beautifulsoup4 | 4.9.3 | libiconv | 1.16 | scikit-imagen | 0.18.1 |
| Blas | 2.109 | liblapack | 3.9.0 | scikit-learn | 0.23.2 |
| blas-devel | 3.9.0 | liblapacke | 3.9.0 | scipy | 1.5.3 |
| intermitente | 1.4 | libllvm10 | 10.0.1 | seaborn | 0.11.1 |
| blosc | 1.21.0 | libllvm11 | 11.1.0 | seaborn-base | 0.11.1 |
| bokeh | 2.3.2 | libnghttp2 | 1.43.0 | setuptools | 49.6.0 |
| brotli | 1.0.9 | libogg | 1.3.5 | Shap | 0.39.0 |
| brotli-bin | 1.0.9 | libopus | 1.3.1 | Seis | 1.16.0 |
| brotli-python | 1.0.9 | libpng | 1.6.37 | skl2onnx | 1.8.0.1 |
| brotlipy | 0.7.0 | libpq | 13.3 | sklearn-pandas | 2.2.0 |
| brunsli | 0,1 | libprotobuf | 3.15.8 | rebanador | 0.0.7 |
| bzip2 | 1.0.8 | libsodium | 1.0.18 | apertura inteligente | 5.1.0 |
| c-ares | 1.17.1 | libssh2 | 1.9.0 | smmap | 3.0.5 |
| certificados de entidad de certificación | 2021.7.5 | libstdcxx-ng | 9.3.0 | rápido | 1.1.8 |
| cachetools | 4.2.2 | libthrift | 0.14.1 | colador para sopa | 2.2.1 |
| El Cairo | 1.16.0 | libtiff | 4.2.0 | sqlite | 3.36.0 |
| certifi | 2021.5.30 | libutf8proc | 2.6.1 | statsmodels (paquete de Python para análisis estadístico) | 0.12.2 |
| cffi | 1.14.5 | libuuid | 2.32.1 | tabular | 0.8.9 |
| chardet | 4.0.0 | libuv | 1.41.1 | tenacidad | 7.0.0 |
| charls | 2.2.0 | libvorbis | 1.3.7 | Tablero tensorizado | 2.4.1 |
| Haz clic | 8.0.1 | libwebp-base | 1.2.0 | tensorboard-plugin-wit | 1.8.0 |
| cloudpickle | 1.6.0 | libxcb | 1,14 | tensorflow | 2.6.3 |
| Conda | 4.9.2 | libxgboost | 1.4.0 | tensorflow-base | 2.6.3 |
| conda-package-handling | 1.7.3 | libxkbcommon | 1.0.3 | Estimador de TensorFlow | 2.6.3 |
| configparser | 5.0.2 | libxml2 | 2.9.12 | termcolor | 1.1.0 |
| criptografía | 3.4.7 | libzopfli | 1.0.3 | textblob | 0.15.3 |
| cudatoolkit | 11.1.1 | lightgbm | 3.2.1 | threadpoolctl | 2.1.0 |
| ciclista | 0.10.0 | lima | 0.2.0.1 | Archivo TIFF | 2021.4.8 |
| cython | 0.29.23 | llvm-openmp | 11.1.0 | Tk | 8.6.10 |
| cytoolz | 0.11.0 | llvmlite | 0.36.0 | toolz | 0.11.1 |
| guión | 1.20.0 | relicario | 0.2.1 | tornado | 6.1 |
| dash-core-components | 1.16.0 | lz4-c | 1.9.3 | tqdm | 4.61.2 |
| dash-html-components | 1.1.3 | Formato Markdown | 3.3.4 | traitlets | 5.0.5 |
| renderizador de interfaz dash | 1.9.1 | markupsafe | 2.0.1 | extensiones de escritura | 3.10.0.0 |
| dash-table | 4.11.3 | matplotlib | 3.4.2 | typing_extensions | 3.10.0.0 |
| dash_cytoscape | 0.2.0 | matplotlib-base | 3.4.2 | unixodbc | 2.3.9 |
| dask-core | 2021.6.2 | matplotlib-inline | 0.1.2 | urllib3 | 1.26.7 |
| databricks-cli | 0.12.1 | mkl | 2021.2.0 | wcwidth | 0.2.5 |
| clases de datos | 0.8 | mkl-devel | 2021.2.0 | codificaciones web | 0.5.1 |
| dbus | 1.13.18 | mkl-include | 2021.2.0 | herramienta | 2.0.1 |
| debugpy | 1.3.0 | mleap | 0.17.0 | rueda | 0.36.2 |
| decorador | 4.4.2 | mlflow-skinny | 1.18.0 | envuelto | 1.12.1 |
| eneldo | 0.3.4 | MSAL | 2021.06.08 | xgboost | 1.4.0 |
| puntos de entrada | 0,3 | Extensiones MSAL | 2021.06.08 | xorg-kbproto | 1.0.7 |
| et_xmlfile | 1.1.0 | msrest | 2021.06.01 | xorg-libice | 1.0.10 |
| expándala | 2.4.1 | Multidic | 5.1.0 | xorg-libsm | 1.2.3 |
| Fuego | 0.4.0 | mysql-common | 8.0.25 | xorg-libx11 | 1.7.2 |
| matraz | 2.0.1 | mysql-libs | 8.0.25 | xorg-libxext | 1.3.4 |
| flask-compress | 1.10.1 | ncurses | 6.2 | xorg-libxrender | 0.9.10 |
| fontconfig | 2.13.1 | networkx | 2.5.1 | xorg-renderproto | 0.11.1 |
| freetype | 2.10.4 | ninja | 1.10.2 | xorg-xextproto | 7.3.0 |
| fsspec | 2021.6.1 | NLTK | 3.6.5 | xorg-xproto | 7.0.31 |
| futuro | 0.18.2 | nspr | 4.3 | xz | 5.2.5 |
| Gast | 0.3.3 | nss | 3.67 | yaml | 0.2.5 |
| gensim | 3.8.3 | numba | 0.53.1 | Yarl | 1.6.3 |
| geographiclib | 1.52 | numpy | 1.19.4 | zeromq | 4.3.4 |
| geopy | 2.1.0 | oauthlib | 3.1.1 | zfp | 0.5.5 |
| gettext | 0.21.0 | olefile | 0.46 | zipp | 3.5.0 |
| gevent | 21.1.2 | onnx | 1.9.0 | zlib | 1.2.11 |
| gflags | 2.2.2 | onnxconverter-common | 1.7.0 | zope.event | 4.5.0 |
| giflib | 5.2.1 | onnxmltools | 1.7.0 | zope.interface | 5.4.0 |
| gitdb | 4.0.7 | onnxruntime | 1.7.2 | zstd | 1.4.9 |
| gitpython | 3.1.18 | openjpeg | 2.4.0 | azure-common | 1.1.27 |
| Glib | 2.68.3 | openpyxl | 3.0.7 | azure-core | 1.16.0 |
| glib-tools | 2.68.3 | openssl (software de cifrado) | 1.1.1k | azure-graphrbac | 0.61.1 |
| glog | 0.5.0 | opt_einsum | 3.3.0 | azure-mgmt-authorization | 0.61.0 |
| gobject-introspection | 1.68.0 | orco | 1.6.7 | azure-mgmt-containerregistry | 8.0.0 |
| Google Autenticación | 1.32.1 | embalaje | Veintiuno | azure-mgmt-core | 1.3.0 |
| google-auth-oauthlib | 0.4.1 | Pandas | 1.2.3 | azure-mgmt-keyvault | 2.2.0 |
| google-pasta | 0.2.0 | parquet-cpp | 1.5.1 | azure-mgmt-resource | 13.0.0 |
| Greenlet | 1.1.0 | parso | 0.8.2 | azure-mgmt-storage | 11.2.0 |
| grpc-cpp | 1.37.1 | partd | 1.2.0 | azureml-core | 1.29.0.post1 |
| grpcio | 1.37.1 | chivo expiatorio | 0.5.1 | azureml-mlflow | 1.29.0 |
| gst-plugins-base | 1.18.4 | pcre | 8.45 | backports-tempfile | 1 |
| gstreamer | 1.18.4 | pexpect | 4.8.0 | backports-weakref | 1.0.post1 |
| h5py | 2.10.0 | pickleshare | 0.7.5 | contextlib2 | 0.6.0.post1 |
| hdf5 | 1.10.6 | almohada | 8.3.2 | estibador | 4.4.4 |
| html5lib | 1.1 | pepita | 21.1.1 | jeepney | 0.6.0 |
| hummingbird-ml | 0.4.0 | pixman | 0.40.0 | jmespath | 0.10.0 |
| icu | 68.1 | trazado | 4.14.3 | jsonpickle | 2.0.0 |
| idna | 2.1 | pmdarima | 1.8.2 | msrestazure | 0.6.4 |
| imagecodecs | 2021.3.31 | chucho | 1.4.0 | mypy | 0,78 |
| imageio | 2.9.0 | portalocker | 1.7.1 | mypy-extensions | 0.4.3 |
| importlib-metadata | 4.6.1 | prompt-toolkit | 3.0.19 | ndg-httpsclient | 0.5.1 |
| intel-openmp | 2021.2.0 | protobuf | 3.15.8 | pandasql | 0.7.3 |
| interpretar | 0.2.4 | psutil | 5.8.0 | pathspec | 0.8.1 |
| interpretar-núcleo | 0.2.4 | ptyprocess | 0.7.0 | ruamel-yaml | 0.17.4 |
| ipykernel | 6.0.1 | py-xgboost | 1.4.0 | ruamel-yaml-clib | 0.2.6 |
| ipython | 7.23.1 | py4j | 0.10.9 | secretstorage | 3.3.1 |
| ipython_genutils | 0.2.0 | pyarrow | 3.0.0 | sqlalchemy | 1.4.20 |
| isodate | 0.6.0 | pyasn1 | 0.4.8 | typed-ast | 1.4.3 |
| Es peligroso | 2.0.1 | pyasn1-modules | 0.2.8 | antorcha | 0.9.1 |
| jdcal | 1.4.1 | pycairo | 1.20.1 | cliente de websocket | 1.1.0 |
| Jedi | 0.18.0 | pycosat | 0.6.3 | ||
| jinja2 | 3.0.1 | pycparser | 2.2 | ||
| joblib | 1.0.1 | pygments | 2.9.0 | ||
| JPEG | 9 días | pygobject | 3.40.1 | ||
| jupyter_client | 6.1.12 | pyjwt | 2.1.0 | ||
| jupyter_core | 4.7.1 | pyodbc | 4.0.30 | ||
| jxrlib | 1.1 | pyopenssl | 20.0.1 | ||
| pyspark | 3.1.2 | pyparsing | 2.4.7 |
Entorno de ejecución para Apache Spark, versión 2022.1 (BDC.3.2022.1): bibliotecas de R instaladas
En la tabla siguiente se enumeran los paquetes disponibles en esta versión.
| paquete | paquete | paquete | paquete | paquete | paquete |
|---|---|---|---|---|---|
| sparklyr | tierra | ciclo de vida | bit | Formato Markdown | reshape2 |
| devtools | previsión | elipsis | bit64 | Paralelamente | rmarkdown |
| tidyverse | registrador inútil | pilar | Matriz | pROC | RSQLite |
| igraph | picadillo | Cli | supervivencia | P.D | rvest |
| plotrix | Identificadores | tibble | mgcv | readr | información de sesión |
| mnormt | jsonlite | pegamento | retícula | partido de revancha | sourcetools |
| Hts | kernlab | magrittr | emmeans | roxygen2 | stringi |
| Rlabkey | lubridate | Rcpp | conglomerado | Rserve | sys |
| gtools | mgcv | cpp11 | nnet | sqldf | xml2 |
| svMisc | minpack.lm | crayón | bota | fechaHora | yaml |
| Identificador Único Universal (UUID) | nlme | tidyr | estimabilidad | Waldo | retroportaciones |
| plotmo | plis | tidyselect | clase | fermentar | tabla de datos |
| mgsub | profeta | fans | KernSmooth | rizo | dbplyr |
| Hmisc | ronroneo | utf8 | espacial | DBI | convictos |
| MASA | Reticular | R6 | rpart | ggplot2 | globales |
| MSwM | rstan | pkgconfig | flecha | glmnet | httr |
| Rmpfr | rstatix | genéricos | codetools | Gower | Iteradores |
| anomalizar | Suave | lme4 | extranjero | gtable | modelr |
| brazo | Sn | RcppEigen | escoba | HMS | pkgbuild |
| bsts | stringr | plyr | cellranger (herramienta de análisis de datos celulares) | ModelMetrics | prodlim |
| cursor | strucchange | nloptr | foreach | pkgload | recetas |
| punto de cambio | Vars | minqa | fs | processx | Telecontroles |
| dlm | xts | mvtnorm | gsubfn | Bosque Aleatorio (randomForest) | Rex |
| dplyr | zoológico | asegúrate de que | hwriter | RColorBrewer | RODBC |
| dtwclust | rlang | numDeriv | ipred | readxl | balanzas |
| e1071 | vctrs | xtable | etiquetado | segunda revancha | forma |
SQL Server Machine Learning Services: bibliotecas de Python instaladas
| Biblioteca | Versión | Biblioteca | Versión | Biblioteca | Versión |
|---|---|---|---|---|---|
| revoscalepy | 9.4.7 | pycurl | 7.43.0.2 | jupyter-client | 5.2.4 |
| microsoftml | 9.4.7 | pycrypto | 2.6.1 | jsonschema | 2.6.0 |
| zipp | 0.5.2 | pycparser | 2.19 | Jinja2 | 2.10.1 |
| zict | 1.0.0 | pycosat | 0.6.3 | Jedi | 0.15.1 |
| xlwt | 1.3.0 | Py | 1.8.0 | jdcal | 1.4 |
| XlsxWriter | 1.1.2 | ptyprocess | 0.6.0 | Es peligroso | 1.1.0 |
| xlrd | 1.2.0 | psutil | 5.4.8 | ipywidgets | 7.4.2 |
| envuelto | 1.11.2 | prompt-toolkit | 2.0.7 | ipython | 7.2.0 |
| widgetsnbextension | 3.4.2 | Cliente-Prometeo | 0.7.1 | ipython-genutils | 0.2.0 |
| rueda | 0.33.4 | pluggy | 0.12.0 | ipykernel | 4.9.0 |
| Werkzeug | 0.15.5 | trazado | 4.0.0 | importlib-metadata | 0,19 |
| codificaciones web | 0.5.1 | pkginfo | 1.5.0.1 | imagesize | 1.1.0 |
| wcwidth | 0.1.7 | pepita | 18.1 | imageio | 2.5.0 |
| urllib3 | 1.24.2 | Almohada | 6.1.0 | idna | 2.8 |
| unicodecsv | 0.14.1 | pickleshare | 0.7.5 | heapdict | 1.0.0 |
| traitlets | 4.3.2 | pexpect | 4.7.0 | hdijupyterutils | 0.12.9 |
| tornado | 6.0.3 | chivo expiatorio | 0.5.1 | h5py | 2.9.0 |
| toolz | 0.9.0 | pathlib2 | 2.3.3 | gmpy2 | 2.0.8 |
| ruta de prueba | 0.4.2 | path.py | 11.5.0 | Matraz | 1.1.1 |
| terminado | 0.8.2 | partd | 0.3.9 | Flask-Cors | 3.0.8 |
| tblib | 1.4.0 | parso | 0.5.1 | caché rápido | 1.1.0 |
| tablas | 3.5.2 | PandocFiltros | 1.4.2 | et-xmlfile | 1.0.1 |
| Sintonía | 1.3 | pandasql | 0.7.3 | puntos de entrada | 0,3 |
| statsmodels (paquete de Python para análisis estadístico) | 0.9.0 | Pandas | 0.23.4 | docutils | 0.15.2 |
| sqlparse | 0.2.4 | pandas-datareader | 0.7.0 | distribuido | 1.28.1 |
| SQLAlchemy | 1.2.15 | embalaje | 19,1 | eneldo | 0.2.8.2 |
| sphinxcontrib-websupport | 1.1.2 | openpyxl | 2.5.12 | defusedxml | 0.6.0 |
| Esfinge | 1.8.2 | olefile | 0.46 | decorador | 4.4.0 |
| sparkmagic | 0.12.6 | Odo | 0.5.1 | forma de datos | 0.5.4 |
| sortedcontainers | 2.1.0 | numpydoc | 0.8.0 | dask | 1.2.2 |
| snowballstemmer | 1.9.0 | numpy | 1.15.4 | cytoolz | 0.9.0.1 |
| Seis | 1.12.0 | numexpr | 2.6.9 | Cython | 0.29.2 |
| setuptools | 41.0.1 | numba | 0.42.0 | ciclista | 0.10.0 |
| Send2Trash | 1.5.0 | cuaderno | 5.7.8 | criptografía | 2,5 |
| seaborn | 0.9.0 | NLTK | 3.4 | configobj | 5.0.6 |
| scipy | 1.1.0 | networkx | 2.2 | Conda | 4.5.12 |
| scikit-learn | 0.20.2 | nbformat | 4.4.0 | cloudpickle | 0.6.1 |
| scikit-imagen | 0.14.1 | nbconvert | 5.5.0 | Clic | 7,0 |
| ruamel-yaml | 0.15.46 | multipledispatch | 0.6.0 | pecho | 0.2.3 |
| Reintentando | 1.3.3 | msgpack | 0.6.1 | chardet | 3.0.4 |
| solicitudes | 2.21.0 | mpmath | 1.1.0 | cffi | 1.12.3 |
| requests-kerberos | 0.12.0 | more-itertools | 7.2.0 | certifi | 2019.6.16 |
| qtconsole | 4.5.3 | burlarse | 3.0.5 | Embotellamiento | 1.2.1 |
| pyzmq | 18.1.0 | mkl-random | 1.0.2 | bokeh | 1.0.3 |
| PyYAML | 5.1.2 | mkl-fft | 1.0.10 | blanquear | 3.1.0 |
| PyWavelets | 1.0.3 | Mal sintonizado | 0.8.4 | incendio | 0.11.3 |
| pytz | 2019.2 | matplotlib | 3.0.2 | backports.os | 0.1.1 |
| Python-dateutil | 2.8.0 | MarkupSafe | 1.1.0 | llamada de retorno | 0.1.0 |
| pytest | 4.0.2 | lxml | 4.3.0 | Babel | 2.7.0 |
| PySocks | 1.7.0 | relicario | 0.2.0 | azureml-model-management-sdk | 1.0.1b10 |
| pyparsing | 2.4.2 | llvmlite | 0.27.0 | autovizwidget | 0.12.9 |
| pyOpenSSL | 19.0.0 | liac-arff | 2.4.0 | atributos | 19.1.0 |
| pyodbc | 4.0.25 | kiwisolver | 1.1.0 | atomicwrites | 1.3.0 |
| pykerberos | 1.2.1 | jupyter | 1.0.0 | asn1crypto | 0.24.0 |
| PyJWT | 1.7.1 | jupyter-core | 4.5.0 | alabastro | 0.7.12 |
| Pygments | 2.4.2 | jupyter-console | 6.0.0 | Adal | 1.2.2 |
SQL Server Machine Learning Services: bibliotecas de R instaladas
| Biblioteca | Versión | Biblioteca | Versión | Biblioteca | Versión |
|---|---|---|---|---|---|
| CompatibilityAPI | 1.1.0 | crayón | 1.3.4 | plogr | 0.2.0 |
| MicrosoftML | 9.4.7 | rizo | 3.3 | plyr | 1.8.4 |
| RevoPemaR | 10.0.0 | Conjuntos de datos | 3.5.2 | png | 0.1-7 |
| RevoScaleR | 9.4.7 | dbplyr | 1.2.2 | promesas | 1.0.1 |
| RevoTreeView | 10.0.0 | deployrRserve | 9.0.0 | Psicología | 1.8.10 |
| doRSR | 10.0.0 | digerir | 0.6.18 | ronroneo | 0.2.5 |
| mrsdeploy | 1.1.3 | doParallel | 1.0.14 | r2d3 | 0.2.3 |
| sqlrutils | 1.0.0 | dplyr | 0.7.8 | rappdirs | 0.3.1 |
| BH | 1.69.0-1 | fans | 0.4.0 | readr | 1.3.1 |
| DBI | 1.0.0 | foreach | 1.5.1 | reshape2 | 1.4.3 |
| KernSmooth | 2.23-15 | extranjero | 0.8-71 | rlang | 0.3.1 |
| MASA | 7.3-51.1 | fragua | 0.1.0 | rpart | 4.1-13 |
| Matriz | 1.2-15 | genéricos | 0.0.2 | rprojroot | 1.3-2 |
| MicrosoftR | 3.5.2 | pegamento | 1.3.0 | rstudioapi | 0.9.0 |
| R6 | 2.3.0 | grDevices | 3.5.2 | brillante | 1.2.0 |
| RUnit | 0.4.26 | gráficos | 3.5.2 | sourcetools | 0.1.7 |
| Rcpp | 1.0.0 | rejilla | 3.5.2 | sparklyr | 0.9.4 |
| RevoIOQ | 10.0.1 | HMS | 0.4.2 | espacial | 7.3-11 |
| RevoMods | 11.0.1 | herramientas de HTML | 0.3.6 | splines | 3.5.2 |
| RevoUtils | 11.0.2 | htmlwidgets | 1.3 | Estadísticas | 3.5.2 |
| RevoUtilsMath | 11.0.0 | httpuv | 1.4.5.1 | estadísticas4 | 3.5.2 |
| askpass | 1.1 | httr | 1.4.0 | stringi | 1.2.4 |
| asegúrate de que | 0.2.0 | Iteradores | 1.0.11 | stringr | 1.3.1 |
| retroportaciones | 1.1.3 | jsonlite | 1.5 | supervivencia | 2.43-3 |
| base | 3.5.2 | más tarde | 0.7.5 | sys | 2.1 |
| base64enc | 0.1-3 | retícula | 0.20-38 | tcltk | 3.5.2 |
| bindr | 0.1.1 | evaluación diferida | 0.2.1 | tibble | 2.0.1 |
| bindrcpp | 0.2.2 | magrittr | 1.5 | tidyr | 0.8.2 |
| bota | 1.3-20 | métodos | 3.5.2 | tidyselect | 0.2.5 |
| escoba | 0.5.1 | mgcv | 1.8-26 | herramientas | 3.5.2 |
| punto de control | 0.4.4 | mimo | 0.6 | utf8 | 1.1.4 |
| clase | 7.3-14 | mnormt | 1.5-5 | utilidades | 3.5.2 |
| Cli | 1.0.1 | nlme | 3.1-137 | withr | 2.1.2 |
| clipr | 0.5.0 | nnet | 7.3-12 | xml2 | 1.2.0 |
| conglomerado | 2.0.7-1 | openssl (software de cifrado) | 1.2.1 | xtable | 1.8-3 |
| codetools | 0.2-15 | paralelo | 3.5.2 | yaml | 2.2.0 |
| compilador | 3.5.2 | pilar | 1.3.1 | ||
| configuración | 0,3 | pkgconfig | 2.0.2 |
Pasos siguientes
Para obtener más información sobre Clústeres de macrodatos de SQL Server, vea Presentación de Clústeres de macrodatos de SQL Server.