Azure Synapse Runtime for Apache Spark 3.1 (preterido)
O Azure Synapse Analytics dá suporte a vários tempos de execução para o Apache Spark. Este documento aborda os componentes e versões de tempo de execução para o Azure Synapse Runtime for Apache Spark 3.1.
Atenção
Notificação de desativação e desativação do Azure Synapse Runtime for Apache Spark 3.1.
- No dia 29 de agosto de 2024, terá início a desativação parcial de postos de trabalho. Continuaremos com a desativação total até 30 de setembro de 2024. Migre imediatamente para versões de tempo de execução mais altas, caso contrário, seus trabalhos deixarão de ser executados.
- Todos os trabalhos do Spark em execução no Azure Synapse Runtime for Apache Spark 3.1 serão totalmente desativados a partir de 30 de setembro de 2024.
- Fim do suporte para o Azure Synapse Runtime for Apache Spark 3.1 anunciado em 26 de janeiro de 2023.
- A partir de 26 de janeiro de 2024, o Azure Synapse interrompeu o suporte oficial para Spark 3.1 Runtimes.
- Após 26 de janeiro de 2024, não abordaremos nenhum tíquete de suporte relacionado ao Spark 3.1. Não haverá pipeline de lançamento para bugs ou correções de segurança para o Spark 3.1. Utilizar o Spark 3.1 após a data de corte do suporte é realizado por sua conta e risco. Desencorajamos fortemente o seu uso continuado devido a potenciais preocupações de segurança e funcionalidade.
- Reconhecendo que certos clientes podem precisar de tempo adicional para fazer a transição para uma versão de tempo de execução mais alta, estamos estendendo temporariamente a opção de uso do Spark 3.1, mas não forneceremos nenhum suporte oficial para ele.
- É altamente recomendável atualizar proativamente cargas de trabalho para uma versão mais recente do tempo de execução (por exemplo, Azure Synapse Runtime for Apache Spark 3.4 (GA)).
Versões de componentes
| Componente | Versão |
|---|---|
| Apache Spark | 3.1.2 |
| Sistema operativo | Ubuntu 18.04 |
| Java | 1.8.0_282 |
| Scala | 2.12.10 |
| Hadoop | 3.1.1 |
| .NET Core | 3.1 |
| .NET | 2.0.0 |
| Delta Lake | 1.0 |
| Python | 3,8 |
| R (Pré-visualização) | 4.2 |
Bibliotecas Scala e Java
HikariCP-2.5.1.jar
JLargeArrays-1.5.jar
JTransforms-3.1.jar
RoaringBitmap-0.9.0.jar
ST4-4.0.4.jar
SparkCustomEvents_3.1.2-1.0.0.jar
TokenLibrary-assembly-1.0.jar
VegasConnector-1.0.25.1_2.12.jar
accessors-smart-1.2.jar
activation-1.1.1.jar
adal4j-1.6.3.jar
aircompressor-0.10.jar
algebra_2.12-2.0.0-M2.jar
animal-sniffer-annotations-1.17.jar
antlr-runtime-3.5.2.jar
antlr4-runtime-4.8-1.jar
aopalliance-1.0.jar
aopalliance-repackaged-2.6.1.jar
apache-log4j-extras-1.2.17.jar
arpack_combined_all-0.1.jar
arrow-format-2.0.0.jar
arrow-memory-core-2.0.0.jar
arrow-memory-netty-2.0.0.jar
arrow-vector-2.0.0.jar
avro-1.8.2.jar
avro-ipc-1.8.2.jar
avro-mapred-1.8.2-hadoop2.jar
aws-java-sdk-bundle-1.11.375.jar
azure-eventhubs-3.3.0.jar
azure-eventhubs-spark_2.12-2.3.21.jar
azure-keyvault-core-1.0.0.jar
azure-storage-7.0.1.jar
azure-synapse-ml-pandas_2.12-1.0.0.jar
azure-synapse-ml-predict_2.12-1.0.jar
bcpkix-jdk15on-1.60.jar
bcprov-jdk15on-1.60.jar
bonecp-0.8.0.RELEASE.jar
breeze-macros_2.12-1.0.jar
breeze_2.12-1.0.jar
cats-kernel_2.12-2.0.0-M4.jar
checker-qual-2.8.1.jar
chill-java-0.9.5.jar
chill_2.12-0.9.5.jar
client-sdk-1.14.0.jar
cntk-2.4.jar
commons-beanutils-1.9.4.jar
commons-cli-1.2.jar
commons-codec-1.10.jar
commons-collections-3.2.2.jar
commons-compiler-3.0.16.jar
commons-compress-1.20.jar
commons-configuration2-2.1.1.jar
commons-crypto-1.1.0.jar
commons-daemon-1.0.13.jar
commons-dbcp-1.4.jar
commons-httpclient-3.1.jar
commons-io-2.5.jar
commons-lang-2.6.jar
commons-lang3-3.10.jar
commons-logging-1.1.3.jar
commons-math3-3.4.1.jar
commons-net-3.1.jar
commons-pool-1.5.4.jar
commons-pool2-2.6.2.jar
commons-text-1.6.jar
compress-lzf-1.0.3.jar
config-1.3.4.jar
core-1.1.2.jar
cosmos-analytics-spark-connector_3-1_2-12-assembly-3.0.4.jar
cudf-21.10.0-cuda11.jar
curator-client-2.12.0.jar
curator-framework-2.12.0.jar
curator-recipes-2.12.0.jar
datanucleus-api-jdo-4.2.4.jar
datanucleus-core-4.1.6.jar
datanucleus-rdbms-4.1.19.jar
delta-core_2.12-1.0.0.2b.jar
derby-10.12.1.1.jar
dnsjava-2.1.7.jar
dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar
ehcache-3.3.1.jar
error_prone_annotations-2.3.2.jar
failureaccess-1.0.1.jar
flatbuffers-java-1.9.0.jar
fluent-logger-jar-with-dependencies.jar
geronimo-jcache_1.0_spec-1.0-alpha-1.jar
gson-2.2.4.jar
guava-28.0-jre.jar
guice-4.0.jar
guice-servlet-4.0.jar
hadoop-annotations-3.1.1.5.0-50849917.jar
hadoop-auth-3.1.1.5.0-50849917.jar
hadoop-aws-3.1.1.5.0-50849917.jar
hadoop-azure-3.1.1.5.0-50849917.jar
hadoop-client-3.1.1.5.0-50849917.jar
hadoop-common-3.1.1.5.0-50849917.jar
hadoop-hdfs-client-3.1.1.5.0-50849917.jar
hadoop-mapreduce-client-common-3.1.1.5.0-50849917.jar
hadoop-mapreduce-client-core-3.1.1.5.0-50849917.jar
hadoop-mapreduce-client-jobclient-3.1.1.5.0-50849917.jar
hadoop-openstack-3.1.1.5.0-50849917.jar
hadoop-yarn-api-3.1.1.5.0-50849917.jar
hadoop-yarn-client-3.1.1.5.0-50849917.jar
hadoop-yarn-common-3.1.1.5.0-50849917.jar
hadoop-yarn-registry-3.1.1.5.0-50849917.jar
hadoop-yarn-server-common-3.1.1.5.0-50849917.jar
hadoop-yarn-server-web-proxy-3.1.1.5.0-50849917.jar
hdinsight-spark-metrics_3_1_2-1.0.0.jar
hive-beeline-2.3.7.jar
hive-cli-2.3.7.jar
hive-common-2.3.7.jar
hive-exec-2.3.7-core.jar
hive-jdbc-2.3.7.jar
hive-llap-common-2.3.7.jar
hive-metastore-2.3.7.jar
hive-serde-2.3.7.jar
hive-service-rpc-3.1.2.jar
hive-shims-0.23-2.3.7.jar
hive-shims-2.3.7.jar
hive-shims-common-2.3.7.jar
hive-shims-scheduler-2.3.7.jar
hive-storage-api-2.7.2.jar
hive-vector-code-gen-2.3.7.jar
hk2-api-2.6.1.jar
hk2-locator-2.6.1.jar
hk2-utils-2.6.1.jar
htrace-core4-4.1.0-incubating.jar
httpclient-4.5.6.jar
httpcore-4.4.12.jar
httpmime-4.5.6.jar
hyperspace-core-spark3.1_2.12-0.5.0-synapse.jar
isolation-forest_3.0.0_2.12-1.0.1.jar
istack-commons-runtime-3.0.8.jar
ivy-2.4.0.jar
j2objc-annotations-1.3.jar
jackson-annotations-2.10.0.jar
jackson-core-2.10.0.jar
jackson-core-asl-1.9.13.jar
jackson-databind-2.10.0.jar
jackson-dataformat-cbor-2.10.0.jar
jackson-jaxrs-base-2.10.0.jar
jackson-jaxrs-json-provider-2.10.0.jar
jackson-mapper-asl-1.9.13.jar
jackson-module-jaxb-annotations-2.10.0.jar
jackson-module-paranamer-2.10.0.jar
jackson-module-scala_2.12-2.10.0.jar
jakarta.activation-api-1.2.1.jar
jakarta.annotation-api-1.3.5.jar
jakarta.inject-2.6.1.jar
jakarta.servlet-api-4.0.3.jar
jakarta.validation-api-2.0.2.jar
jakarta.ws.rs-api-2.1.6.jar
jakarta.xml.bind-api-2.3.2.jar
janino-3.0.16.jar
javassist-3.25.0-GA.jar
javatuples-1.2.jar
javax.inject-1.jar
javax.jdo-3.2.0-m3.jar
javolution-5.5.1.jar
jaxb-api-2.2.11.jar
jaxb-runtime-2.3.2.jar
jcip-annotations-1.0-1.jar
jcl-over-slf4j-1.7.30.jar
jdo-api-3.0.1.jar
jersey-client-2.30.jar
jersey-common-2.30.jar
jersey-container-servlet-2.30.jar
jersey-container-servlet-core-2.30.jar
jersey-entity-filtering-2.30.jar
jersey-hk2-2.30.jar
jersey-media-jaxb-2.30.jar
jersey-media-json-jackson-2.30.jar
jersey-server-2.30.jar
jetty-util-9.4.40.v20210413.jar
jetty-util-ajax-9.4.40.v20210413.jar
jline-2.14.6.jar
joda-time-2.10.5.jar
jodd-core-3.5.2.jar
jpam-1.1.jar
jsch-0.1.54.jar
json-1.8.jar
json-20090211.jar
json-simple-1.1.jar
json-smart-2.3.jar
json4s-ast_2.12-3.7.0-M5.jar
json4s-core_2.12-3.7.0-M5.jar
json4s-jackson_2.12-3.7.0-M5.jar
json4s-scalap_2.12-3.7.0-M5.jar
jsp-api-2.1.jar
jsr305-3.0.0.jar
jta-1.1.jar
jul-to-slf4j-1.7.30.jar
kafka-clients-2.4.1.5.0-50849917.jar
kerb-admin-1.0.1.jar
kerb-client-1.0.1.jar
kerb-common-1.0.1.jar
kerb-core-1.0.1.jar
kerb-crypto-1.0.1.jar
kerb-identity-1.0.1.jar
kerb-server-1.0.1.jar
kerb-simplekdc-1.0.1.jar
kerb-util-1.0.1.jar
kerby-asn1-1.0.1.jar
kerby-config-1.0.1.jar
kerby-pkix-1.0.1.jar
kerby-util-1.0.1.jar
kerby-xdr-1.0.1.jar
kryo-shaded-4.0.2.jar
kusto-data-2.7.0.jar
kusto-ingest-2.7.0.jar
kusto-spark_3.0_2.12-2.7.5.jar
leveldbjni-all-1.8.jar
libfb303-0.9.3.jar
libthrift-0.12.0.jar
libvegasjni.so
lightgbmlib-3.2.110.jar
listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar
log4j-1.2.17.jar
lz4-java-1.7.1.jar
machinist_2.12-0.6.8.jar
macro-compat_2.12-1.1.1.jar
mdsdclientdynamic-2.0.jar
metrics-core-4.1.1.jar
metrics-graphite-4.1.1.jar
metrics-jmx-4.1.1.jar
metrics-json-4.1.1.jar
metrics-jvm-4.1.1.jar
microsoft-catalog-metastore-client-1.0.57.jar
microsoft-log4j-etwappender-1.0.jar
microsoft-spark.jar
minlog-1.3.0.jar
mmlspark-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-cognitive-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-core-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-deep-learning-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-lightgbm-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-opencv-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mmlspark-vw-1.0.0-rc3-179-327be83c-SNAPSHOT.jar
mssql-jdbc-8.4.1.jre8.jar
mysql-connector-java-8.0.18.jar
netty-all-4.1.51.Final.jar
nimbus-jose-jwt-4.41.1.jar
notebook-utils-3.0.0-20211110.6.jar
objenesis-2.6.jar
okhttp-2.7.5.jar
okio-1.14.0.jar
onnxruntime_gpu-1.8.1.jar
opencsv-2.3.jar
opencv-3.2.0-1.jar
orc-core-1.5.12.jar
orc-mapreduce-1.5.12.jar
orc-shims-1.5.12.jar
oro-2.0.8.jar
osgi-resource-locator-1.0.3.jar
paranamer-2.8.jar
parquet-column-1.10.1.jar
parquet-common-1.10.1.jar
parquet-encoding-1.10.1.jar
parquet-format-2.4.0.jar
parquet-hadoop-1.10.1.jar
parquet-jackson-1.10.1.jar
peregrine-spark-0.9.jar
postgresql-42.2.9.jar
protobuf-java-2.5.0.jar
proton-j-0.33.8.jar
py4j-0.10.9.jar
pyrolite-4.30.jar
qpid-proton-j-extensions-1.2.4.jar
rapids-4-spark_2.12-21.10.0.jar
re2j-1.1.jar
scala-collection-compat_2.12-2.1.1.jar
scala-compiler-2.12.10.jar
scala-java8-compat_2.12-0.9.0.jar
scala-library-2.12.10.jar
scala-parser-combinators_2.12-1.1.2.jar
scala-reflect-2.12.10.jar
scala-xml_2.12-1.2.0.jar
scalactic_2.12-3.0.5.jar
shapeless_2.12-2.3.3.jar
shims-0.9.0.jar
slf4j-api-1.7.30.jar
slf4j-log4j12-1.7.16.jar
snappy-java-1.1.8.2.jar
spark-3.1-rpc-history-server-app-listener_2.12-1.0.0.jar
spark-3.1-rpc-history-server-core_2.12-1.0.0.jar
spark-avro_2.12-3.1.2.5.0-50849917.jar
spark-catalyst_2.12-3.1.2.5.0-50849917.jar
spark-cdm-connector-assembly-1.19.2.jar
spark-core_2.12-3.1.2.5.0-50849917.jar
spark-enhancement_2.12-3.1.2.5.0-50849917.jar
spark-enhancementui_2.12-1.1.0.jar
spark-graphx_2.12-3.1.2.5.0-50849917.jar
spark-hadoop-cloud_2.12-3.1.2.5.0-50849917.jar
spark-hive-thriftserver_2.12-3.1.2.5.0-50849917.jar
spark-hive_2.12-3.1.2.5.0-50849917.jar
spark-kusto-synapse-connector_3.1_2.12-1.0.0.jar
spark-kvstore_2.12-3.1.2.5.0-50849917.jar
spark-launcher_2.12-3.1.2.5.0-50849917.jar
spark-microsoft-telemetry_2.12-3.1.2.5.0-50849917.jar
spark-microsoft-tools_2.12-3.1.2.5.0-50849917.jar
spark-mllib-local_2.12-3.1.2.5.0-50849917.jar
spark-mllib_2.12-3.1.2.5.0-50849917.jar
spark-mssql-connector-1.2.0.jar
spark-network-common_2.12-3.1.2.5.0-50849917.jar
spark-network-shuffle_2.12-3.1.2.5.0-50849917.jar
spark-repl_2.12-3.1.2.5.0-50849917.jar
spark-sketch_2.12-3.1.2.5.0-50849917.jar
spark-sql-kafka-0-10_2.12-3.1.2.5.0-50849917.jar
spark-sql_2.12-3.1.2.5.0-50849917.jar
spark-streaming-kafka-0-10-assembly_2.12-3.1.2.5.0-50849917.jar
spark-streaming-kafka-0-10_2.12-3.1.2.5.0-50849917.jar
spark-streaming_2.12-3.1.2.5.0-50849917.jar
spark-tags_2.12-3.1.2.5.0-50849917.jar
spark-token-provider-kafka-0-10_2.12-3.1.2.5.0-50849917.jar
spark-unsafe_2.12-3.1.2.5.0-50849917.jar
spark-yarn_2.12-3.1.2.5.0-50849917.jar
spark_diagnostic_cli-1.0.10_spark-3.1.2.jar
spire-macros_2.12-0.17.0-M1.jar
spire-platform_2.12-0.17.0-M1.jar
spire-util_2.12-0.17.0-M1.jar
spire_2.12-0.17.0-M1.jar
spray-json_2.12-1.3.2.jar
sqlanalyticsconnector_3.1.2-1.0.1.jar
stax-api-1.0.1.jar
stax2-api-3.1.4.jar
stream-2.9.6.jar
structuredstreamforspark_2.12-3.0.1-2.1.3.jar
super-csv-2.2.0.jar
synapse-spark-telemetry_2.12-0.0.6.jar
synfs-3.0.0-20211110.6.jar
threeten-extra-1.5.0.jar
token-provider-1.0.1.jar
transaction-api-1.1.jar
univocity-parsers-2.9.1.jar
velocity-1.5.jar
vw-jni-8.9.1.jar
wildfly-openssl-1.0.7.Final.jar
woodstox-core-5.0.3.jar
xbean-asm7-shaded-4.15.jar
xz-1.5.jar
zookeeper-3.4.6.5.0-50849917.jar
zstd-jni-1.4.8-1.jar
Bibliotecas Python
_libgcc_mutex=0,1
_openmp_mutex=4,5
_py-xgboost-mutex=2,0
Abapel-CPP=20210324.0
absl-py=0,13,0
Biblioteca de Autenticação da Microsoft=1.2.7
ADLFs=0,7.7
aiohttp=3.7.4.post0
ALSA-LIB=1.2.3
appdirs=1.4.4
seta-cpp=3.0.0
astor=0,8,1
Astunparse=1.6.3
async-timeout=3.0.1
attrs=21.2.0
aws-c-cal=0.5.11
aws-c-comum=0.6.2
aws-c-event-stream=0.2.7
aws-c-io=0,10,5
aws-soma de verificação=0.1.11
aws-sdk-cpp=1.8.186
azure-datalake-store=0.0.51
azure-identity=2021.03.15b1
azure-storage-blob=12.8.1
chamada de retorno=0.2.0
backports=1,0
backports.functools_lru_cache=1.6.4
beautifulsoup4=4.9.3
blas=2,109
blas-devel=3.9.0=9_mkl
pisca-pisca=1,4
blosc=1,21,0
bokeh=2.3.2
Brotli=1,0,9
Brotli-bin=1.0.9
Brotli-python=1.0.9
brotlipia=0,7,0
Brunsli=0,1
bzip2 = 1,0,8
c-ares=1.17.1
CA-certificados=2021.7.5
cachetools=4.2.2
Cairo=1.16.0
certificado=2021.5.30
CFFI=1,14,5
chardet=4.0.0
charls=2.2.0
Selecionar=8.0.1
Cloudpickle=1.6.0
conda=4,9,2
conda-embalagem-manuseamento=1.7.3
configparser=5.0.2
criptografia=3.4.7
cudatoolkit=11.1.1
ciclor=0,10,0
cython=0.29.23
cytoolz=0,11,0
traço=1.20.0
dash-core-componentes=1.16.0
traço-html-components=1.1.3
traço-renderer=1.9.1
tabela de traços=4.11.3
dash_cytoscape=0,2.0
dask-core=2021.6.2
databricks-cli=0.12.1
classes de dados=0,8
dbus=1.13.18
depuração=1.3.0
decorador=4.4.2
endro=0,3,4
pontos de entrada=0,3
et_xmlfile=1.1.0
expatriado=2.4.1
fogo=0,4,0
balão=2.0.1
frasco-compressa=1.10.1
fontconfig=2.13.1
Tipo Livre=2.10.4
fsspec=2021.6.1
futuro=0.18.2
gast=0,3.3
género=3.8.3
geográficoslib=1,52
geopy=2.1.0
gettext=0,21,0
gevent=21.1.2
gflags=2.2.2
giflib=5.2.1
gitdb=4,0,7
gitpython=3.1.18
glib=2,68,3
glib-tools=2.68.3
glog=0,5,0
gobject-introspecção=1.68.0
google-auth=1.32.1
google-auth-oauthlib=0.4.1
google-pasta=0.2.0
greenlet=1.1.0
grpc-cpp=1.37.1
grpcio=1.37.1
gst-plugins-base=1.18.4
gstreamer=1.18.4
h5py=2.10.0
hdf5=1.10.6
html5lib=1,1
beija-flor-ml=0,4.0
UCI=68,1
IDNA=2,10
imagecodecs=2021.3.31
imagem=2.9.0
importlib-metadata=4.6.1
intel-openmp=2021.2.0
interpretar=0.2.4
interpretar-core=0.2.4
ipykernel=6.0.1
IPypython=7.23.1
ipython_genutils=0,2.0
isodato=0,6.0
seuperigoso=2.0.1
JDCAL=1.4.1
Jedi=0,18,0
Jinja2=3.0.1
joblib=1,0.1
jpeg = 9d
jupyter_client=6.1.12
jupyter_core=4.7.1
jxrlib=1,1
keras-aplicações=1.0.8
keras-pré-processamento=1.1.2
keras2onnx=1.6.5
kiwisolver=1.3.1
coalas=1.8.0
krb5=1.19.1
LCMS2=2,12
ld_impl_linux-64=2.36.1
lerc=2.2.1
LIAC-ARFF=2.5.0
libaec=1,0.5
libblas=3.9.0=9_mkl
libbrotlicommon=1.0.9
libbrotlidec=1.0.9
libbrotlienc=1.0.9
libcblas=3.9.0=9_mkl
libclang=11.1.0
libcurl=7,77,0
libdeflate=1,7
libedit=3.1.20210216
libev=4,33
libevent=2.1.10
libffi=3,3
libgcc-ng=9.3.0
libgfortran-ng=9.3.0
libgfortran5=9.3.0
libglib=2,68,3
libiconv=1,16
liblapack=3.9.0=9_mkl
liblapacke=3.9.0=9_mkl
libllvm10=10.0.1
libllvm11=11.1.0
libnghttp2=1.43.0
libogg=1,3.5
libopus=1.3.1
libpng=1.6.37
libpq=13,3
libprotobuf=3.15.8
libssódico=1.0.18
libssh2=1.9.0
libstdcxx-ng=9.3.0
libtrifta=0,14.1
libtiff=4.2.0
libutf8proc=2.6.1
libuuid=2.32.1
libuv=1,41,1
libvorbis=1.3.7
libwebp-base=1.2.0
libxcb=1,14
libxgboost=1.4.0
libxkbcommon=1.0.3
libxml2=2.9.12
libzopfli=1,0.3
luzgbm=3.2.1
limão=0.2.0.1
llvm-openmp=11.1.0
llvmlite=0,36,0
locket=0.2.1
lz4-c=1.9.3
marcação=3.3.4
marcação=2.0.1
matplotlib=3.4.2
matplotlib-base=3.4.2
matplotlib-inline=0.1.2
mkl=2021.2.0
mkl-devel=2021.2.0
mkl-include=2021.2.0
mleap=0,17,0
mlflow-skinny=1.18.0
MSAL=2021.06.08
msal-extensões=2021.06.08
msrest=2021.06.01
multidito=5.1.0
mysql-common=8.0.25
mysql-libs=8.0.25
ncurses=6,2
redex=2.5.1
ninja=1.10.2
nltk=3.6.2
NSPR=4,30
NSS=3,67
numba=0,53,1
numpy=1.19.4
oauthlib=3.1.1
olefile=0,46
onnx=1,9,0
onnxconverter-common=1.7.0
onnxmltools=1.7.0
onnxruntime=1.7.2
openjpeg = 2.4.0
OpenpyXL=3.0.7
openssl=1.1.1k
opt_einsum=3.3.0
orc=1.6.7
embalagem=21,0
pandas=1.2.3
Parquet-CPP=1.5.1=1
parso=0,8.2
partd=1.2.0
patsy=0,5.1
PCRE=8,45
esperado=4.8.0
pickleshare=0,7,5
travesseiro=8.2.0
pip=21.1.1
pixman=0,40,0
Plotly=4.14.3
pmdarima=1.8.2
cão=1.4.0
portalocker=1.7.1
prompt-toolkit=3.0.19
protobuf=3.15.8
PSUTIL=5.8.0
ptyprocess=0.7.0
py-xgboost=1.4.0
PY4J=0,10,9
Piarrow=3.0.0
Piasn1=0,4.8
pyasn1-módulos=0.2.8
Picairo=1.20.1
Picosat=0,6.3
pycparser=2,20
Pigments=2.9.0
pygobject=3.40.1
pyjwt=2.1.0
pyodbc=4.0.30
pyopenssl=20.0.1
Pyparsing=2.4.7
pyqt=5.12.3
pyqt-impl=5.12.3
PYQT5-SIP=4.19.18
pyqtchart=5,12
pyqtwebengine=5.12.1
Pimeias=1.7.1
python=3.8.10
python-dateutil=2.8.1
python-flatbuffers=1,12
python_abi=3,8=2_cp38
pytorch=1.8.1.8_cuda11.1_cudnn8.0.5_0
pytz=2021.1
PYU2F=0.1.5
Piwavelets=1.1.1
pyyaml=5.4.1
pyzmq=22.1.0
qt=5,12,9
RE2=2021.04.01
linha de leitura=8,1
regex=2021.7.6
pedidos=2.25.1
pedidos-oauthlib=1.3.0
repetindo=1.3.3
RSA=4,7,2
ruamel_yaml=0.15.100
s2n=1.0.10
Salib=1.3.11
scikit-imagem=0.18.1
scikit-aprender=0.23.2
scipy=1.5.3
seaborn=0.11.1
base-marinha=0.11.1
setuptools=49.6.0
PASP=0,39,0
seis=1,16,0
skl2onnx=1.8.0.1
sklearn-pandas=2.2.0
segmentação de dados=0,0,7
smart_open=5.1.0
SMMAP=3,0,5
snappy=1.1.8
soupsieve=2.2.1
SQLITE=3.36.0
statsmodels=0.12.2
tabular=0,8,9
tenacidade=7.0.0
Tensorboard=2.4.1
tensorboard-plugin-wit=1.8.0
Tensorflow=2.4.1
tensorflow-base=2.4.1
tensorflow-estimator=2.4.0
termcolor=1.1.0
textblob=0.15.3
threadpoolctl=2.1.0
TIFFFILE=2021.4.8
tk=8,6,10
ferramentaz=0.11.1
tornado=6,1
tqdm=4,61,2
traços=5.0.5
tipo-extensões=3.10.0.0
typing_extensions=3.10.0.0
unixodbc=2.3.9
urllib3=1.26.4
wcwidth=0.2.5
webencodings=0.5.1
werkzeug=2,0.1
roda=0,36,2
wrapt=1.12.1
xgboost=1,4,0
xorg-kbproto=1.0.7
xorg-libice=1.0.10
xorg-libsm=1.2.3
xorg-libx11=1.7.2
XORG-libxext=1.3.4
xorg-libxrender=0.9.10
xorg-renderproto=0.11.1
xorg-xextproto=7.3.0
xorg-xproto=7.0.31
xz=5,2,5
yaml=0,2.5
yarl=1,6.3
zeromq=4.3.4
ZFP=0,5,5
zipp=3.5.0
zlib=1.2.11
zope.evento=4.5.0
zope.interface=5.4.0
zstd=1.4.9
ApplicationInsights==0.11.10
Argônio2-CFFI==21.3.0
argon2-cffi-bindings==21.2.0
Azure-Common==1.1.27
azure-core==1.16.0
Azure-graphrbac==0.61.1
azure-identity==1.4.1
azure-mgmt-authorization==0.61.0
azure-mgmt-containerregistry==8.0.0
azure-mgmt-core==1.3.0
azure-mgmt-keyvault==2.2.0
azure-mgmt-resource==13.0.0
azure-mgmt-storage==11.2.0
azureml-core==1.34.0
azureml-dataprep==2.22.2
azureml-dataprep-nativo==38.0.0
azureml-dataprep-rslex==1.20.2
azureml-dataset-runtime==1.34.0
Azureml-MLFLOW==1.34.0
azureml-opendatasets==1.34.0
telemetria azureml==1.34.0
backports-tempfile==1.0
backports-weakref==1.0.post1
lixívia==5.0.1
contextlib2==0.6.0.post1
defusedxml==0.7.1
distlib==0.3.6
Distro==1.7.0
Portuário==4.4.4
dotnetcore2==2.1.23
fastjsonschema==2.16.1
filelock==3.8.0
Fusível==3.0.1
importlib-resources==5.9.0
ipywidgets==7.6.3
Jeepney==0.6.0
jmespath==0.10.0
jsonpickle==2.0.0
jsonschema==4.15.0
Jupyterlab-pygments==0.2.2
jupyterlab-widgets==3.0.3
kqlmagiccustom==0.1.114.post8
LXML==4.6.5
Sintonização==2.0.4
msAL-extensões==0.2.2
msrestazure==0.6.4
mypy==0,780
Extensões mypy==0.4.3
nbclient==0.6.7
nbconvert==7.0.0
nbformat==5.4.0
ndg-httpsclient==0.5.1
nest-assincronia==1.5.5
Caderno==6.4.12
PandaSQL==0.7.3
PandocFilters==1.5.0
PathSpec==0.8.1
pkgutil-resolve-name==1.3.10
platformdirs==2.5.2
bonito==2.4.0
Prometheus-cliente==0.14.1
Pyperclip==1.8.2
pirsistent==0.18.1
Pyspark==3.1.2
ruamel-yaml==0.17.4
ruamel-yaml-clib==0.2.6
secretstorage==3.3.1
send2trash==1.8.0
SQLALCHEMY==1.4.20
terminado==0.15.0
tinycss2==1.1.1
Torchvision==0.9.1
Traços==5.3.0
digitado-ast==1.4.3
virtualenv==20.14.0
Websocket-cliente==1.1.0
widgetsnbextension==3.5.2
Bibliotecas R (Pré-visualização)
Abind 1.4-5
anomalia 0.2.2
a qualquer momento 0.3.9
seta 7.0.0
AskPass 1,1
afirmar que 0.2.1
backports 1.4.1
base64enc 0.1-3
BH 1.78.0-0
bit 4.0.4
bit64 4.0.5
Blob 1.2.3
Cerveja 1.0-7
Brio 1.1.3
Vassoura 0.8.0
BSLIB 0.3.1
cachem 1.0.6
Chamador 3.7.0
carro 3.0-13
carData 3.0-5
Cursor 6.0-86
Cellranger 1.1.0
Xeque-mate 2.1.0
Medula 2.3-56
CLI 3.3.0
clipr 0.8.0
espaço de cores 2.0-3
marca comum 1.8.0
Configuração 0.3.1
corrplot 0,92
CoVr 3.5.1
CPP11 0.4.2
giz de cera 1.5.1
Credenciais 1.3.2
conversa cruzada 1.2.0
ondulação 4.3.2
Dados.Quadro 1.14.2
DBI 1.1.2
DBPlyr 2.1.1
desc 1.4.1
Devtools 2.3.2
diffobj 0.3.5
Resumo 0.6.29
DPLYR 1.0.9
DT 0,22
DTPlyr 1.2.1
dígrafos 1.1.1.6
reticências 0.3.2
avaliar 0,15
extraDistr 1.9.1
Fãs 1.0.3
Farver 2.1.0
Mapa Rápido 1.1.0
FORCATS 0.5.1
para cada um 1.5.2
previsão 8.13
forjar 0.2.0
formatR 1,12
Fracdiff 1,5-1
FS 1.5.2
furrr 0.3.0
fútil.logger 1.4.3
fúteis.opções 1.0.1
futuro 1.25.0
future.apply 1.9.0
gargarejo 1.2.0
genéricos 0.1.2
Gert 1.6.0
ggplot2 3.3.6
GH 1.3.0
gitcreds 0.1.1
GLMNET 4.1-4
globais 0.14.0
cola 1.6.2
Gower 1.0.0
gridExtra 2,3
gsubfn 0,7
gtable 0.3.0
Ferramentas 3.8.2
capacete 0.2.0
Refúgio 2.5.0
alta 0,9
HMS 1.1.1
htmltools 0.5.2
htmlwidgets 1.5.4
HTTR 1.4.3
Hwriter 1.3.2.1
IDs 1.0.1
INI 0.3.1
em linha 0.3.19
IPRED 0,9-12
Isoband 0.2.5
iteradores 1.0.14
jquerylib 0.1.4
jsonlite 1.7.2
Knitr 1,39
Rotulagem 0.4.2
lambda.r 1.2.4
mais tarde 1.3.0
lava 1.6.10
preguiça 0.2.2
ciclo de vida 1.0.1
listenv 0.8.0
LME4 1,1-29
LMTEST 0,9-40
Loo 2.5.1
lubridato 1.8.0
Magrittr 2.0.3
MapTools 1.1-4
markdown 1,1
Modelos MatrixModels 0.5-0
matrixStats 0.62.0
Memoise 2.0.1
MIME 0,12
minqa 1.2.4
ModelMetrics 1.2.2.2
Modelador 0.1.8
Munsell 0.5.0
NLOPTR 2.0.1
notebookutils 3.1.2-20220721.3
numDeriv 2016.8-1.1
OpenSSL 2.0.0
padr 0.6.0
Paralelamente 1.31.1
pbkrtest 0.5.1
Pilar 1.7.0
pkgbuild 1.3.1
pkgconfig 2.0.3
pkgload 1.2.4
plogr 0.2.0
Parcela 4.10.0
Plotrix 3.8-1
Plyr 1.8.7
elogio 1.0.0
unidades bonitas 1.1.1
pROC 1.18.0
processx 3.5.3
prodlim 2019.11.13
Progressos 1.2.2
Progressor 0.10.0
Promessas 1.2.0.1
Profeta 0.6.1
PROTO 1.0.0
PS 1.7.0
purrr 0.3.4
Quadprog 1,5-8
Quantmod 0.4.20
Quantreg 5,93
R.métodosS3 1.8.1
R.oo 1.24.0
R.utils 2.12.0
r2d3 0.2.6
R6 2.5.1
Floresta aleatória 4.7-1
rappdirs 0.3.3
rcmdcheck 1.4.0
RColorBrewer 1.1-3
Rcpp 1.0.8.3
RcppTatu 0.11.0.0.0
RcppEigen 0.3.3.9.2
RcppParallel 5.1.5
RcppRoll 0.3.0
Leitor 2.1.2
LeiaXL 1.4.0
receitas 0.2.0
revanche 1.0.1
revanche2 2.1.2
Controles remotos 2.4.2
Reprex 2.0.1 |
remodelação2 1.4.3
reticulado 1,18
Rex 1.2.1
RLANG 1.0.2
Rmarkdown 2,14
RODBC 1.3-19
oxigenação2 7.1.2
rprojroot 2.0.3
rsample 0.1.1
RSQLite 2.2.13
Rstan 2.21.5
rstantools 2.2.0
Rstatix 0.7.0
rstudioapi 0,13
Rversões 2.1.1
rvest 1.0.2
SASS 0.4.1
escalas 1.2.0
seletor 0.4-2
sessioninfo 1.2.2
forma 1.4.6
controle deslizante 0.2.2
SourceTools 0.1.7
SP 1.4-7
Faísca 1.5.2
SparseM 1,81
SQLDF 0.4-11
QUADRADO 2021.1
StanHeaders 2.21.0-7
stringi 1.7.6
stringr 1.4.0
varredura 0.2.3
SYS 3,4
teste que 3.1.4
Tibble 3.1.7
Tibbletime 0.1.6
Tidyr 1.2.0
TidySelect 1.1.2
Tidyverse 1.3.1
data/hora 3043.102
timetk 2.8.0
Tinytex 0,38
Série 0.10-51
tsfeatures 1.0.2
TTR 0.24.3
TZDB 0.3.0
Urca 1.3-0
usethis 2.1.5
UTF8 1.2.2
UUID 1.1-0
VCTRS 0.4.1
viridisLite 0.4.0
vroom 1.5.7
Waldo 0.4.0
urdidura 0.2.0
bigode 0,4
WITHR 2.5.0
xfun 0,30
xml2 1.3.3
xopen 1.0.0
xtable 1.8-4
XTS 0.12.1
YAML 2.3.5
CEP 2.2.0
Jardim Zoológico 1.8-10
Próximos passos
Migração entre versões do Apache Spark - suporte
Para obter orientação sobre como migrar de versões de tempo de execução mais antigas para o Azure Synapse Runtime for Apache Spark 3.3 ou 3.4, consulte Visão geral do Runtime for Apache Spark.