Apache Spark 3.3 için Azure Synapse Çalışma Zamanı (GA)
Azure Synapse Analytics, Apache Spark için birden çok çalışma zamanını destekler. Bu belge Apache Spark 3.3 için Azure Synapse Runtime'ın çalışma zamanı bileşenlerini ve sürümlerini kapsar.
İpucu
İş yüklerini önceden apache Spark 3.4 (GA) için Azure Synapse Runtime olan çalışma zamanının daha yeni bir GA sürümüne yükseltmenizi kesinlikle öneririz.
Bileşen sürümleri
Bileşen | Sürüm |
---|---|
Apache Spark | 3.3.1 |
İşletim Sistemi | Ubuntu 18.04 |
Java | 1.8.0_282 |
Scala | 2.12.15 |
Hadoop | 3.3.3 |
Delta Lake | 2.2.0 |
Python | 3,10 |
R (Önizleme) | 4.2.2 |
İpucu
Güncel bilgiler, değişikliklerin ayrıntılı listesi ve Spark çalışma zamanları için belirli sürüm notları için Spark Çalışma Zamanları Yayınları'nı ve Güncelleştirmeler denetleyin ve abone olun.
Synapse-Python310-CPU.yml, Azure Synapse Spark'ta varsayılan Python 3.10 ortamında gönderilen kitaplıkların listesini içerir.
Önemli
Apache Spark için .NET
Apache Spark için .NET, .NET Foundation altında şu anda destek dışı durumuna ulaşmış .NET 3.1 kitaplığını gerektiren açık kaynaklı bir projedir. Azure Synapse Spark kullanıcılarını Apache Spark için Azure Synapse Runtime sürüm 3.3'teki Apache Spark için .NET kitaplığının kaldırılması konusunda bilgilendirmek istiyoruz. Kullanıcılar bu konuyla ilgili daha fazla bilgi için .NET Destek İlkesi'ne başvurabilir.
Sonuç olarak, kullanıcıların artık C# ve F# aracılığıyla Apache Spark API'lerini kullanmaları veya Synapse'teki not defterlerinde veya Synapse'teki Apache Spark İşi tanımları aracılığıyla C# kodu yürütmeleri mümkün olmayacaktır. Bu değişikliğin yalnızca Apache Spark 3.3 ve üzeri için Azure Synapse Runtime'ı etkilediğini unutmayın.
Azure Synapse Runtime'ın önceki tüm sürümlerinde yaşam döngüsü aşamalarına göre Apache Spark için .NET'i desteklemeye devam edeceğiz. Ancak, Apache Spark 3.3 ve sonraki sürümler için Azure Synapse Runtime'da Apache Spark için .NET'i destekleme planlarımız yoktur. C# veya F# ile yazılmış mevcut iş yüklerine sahip kullanıcıların Python veya Scala'ya geçişini öneririz. Kullanıcıların bu bilgileri not almaları ve buna göre planlamaları tavsiye edilir.
Kitaplıklar
Aşağıdaki bölümlerde Apache Spark 3.3 için Azure Synapse Runtime'da yer alan kitaplıklar verilmiştir.
Scala ve Java varsayılan kitaplıkları
Groupıd | Artifactıd | Sürüm |
---|---|---|
com.aliyun | aliyun-java-sdk-core | 4.5.10 |
com.aliyun | aliyun-java-sdk-kms | 2.11.0 |
com.aliyun | aliyun-java-sdk-ram | 3.1.0 |
com.aliyun | aliyun-sdk-oss | 3.13.0 |
com.amazonaws | aws-java-sdk-bundle | 1.12.1026 |
com.chuusai | shapeless_2.12 | 2.3.7 |
com.clearspring.analytics | akış | 2.9.6 |
com.esotericsoftware | kryo gölgeli | 4.0.2 |
com.esotericsoftware | minlog | 1.3.0 |
com.fasterxml.jackson | jackson-annotations | 2.13.4 |
com.fasterxml.jackson | jackson-core | 2.13.4 |
com.fasterxml.jackson | jackson-core-asl | 1.9.13 |
com.fasterxml.jackson | jackson-databind | 2.13.4.1 |
com.fasterxml.jackson | jackson-dataformat-cbor | 2.13.4 |
com.fasterxml.jackson | jackson-mapper-asl | 1.9.13 |
com.fasterxml.jackson | jackson-module-scala_2.12 | 2.13.4 |
com.github.joshelser | dropwizard-metrics-hadoop-metrics2-reporter | 0.1.2 |
com.github.luben | zstd-jni | 1.5.2-1 |
com.github.luben | zstd-jni | 1.5.2-1 |
com.github.vowpalwabbit | vw-jni | 9.3.0 |
com.github.wendykierp | JTransforms | 3.1 |
com.google.code.findbugs | jsr305 | 3.0.0 |
com.google.code.gson | gson | 2.8.6 |
com.google.crypto.tink | Tink | 1.6.1 |
com.google.flatbuffers | flatbuffers-java | 1.12.0 |
com.google.guava | Guava | 14.0.1 |
com.google.protobuf | protobuf-java | 2.5.0 |
com.googlecode.json basit | json-simple | 1.1.1 |
com.jcraft | jsch | 0.1.54 |
com.jolbox | bonecp | 0.8.0.RELEASE |
com.linkedin.isolation-forest | isolation-forest_3.2.0_2.12 | 2.0.8 |
com.microsoft.azure | azure-data-lake-store-sdk | 2.3.9 |
com.microsoft.azure | azure-eventhubs | 3.3.0 |
com.microsoft.azure | azure-eventhubs-spark_2.12 | 2.3.22 |
com.microsoft.azure | azure-keyvault-core | 1.0.0 |
com.microsoft.azure | azure-storage | 7.0.1 |
com.microsoft.azure | cosmos-analytics-spark-3.4.1-connector_2.12 | 1.8.10 |
com.microsoft.azure | qpid-proton-j-extensions | 1.2.4 |
com.microsoft.azure | synapseml_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-cognitive_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-core_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-deep-learning_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-internal_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-lightgbm_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-opencv_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure | synapseml-vw_2.12 | 0.11.3-spark3.3 |
com.microsoft.azure.kusto | kusto-data | 3.2.1 |
com.microsoft.azure.kusto | kusto-ingest | 3.2.1 |
com.microsoft.azure.kusto | kusto-spark_3.0_2.12 | 3.1.16 |
com.microsoft.azure.kusto | spark-kusto-synapse-connector_3.1_2.12 | 1.3.3 |
com.microsoft.cognitiveservices.speech | client-jar-sdk | 1.14.0 |
com.microsoft.sqlserver | msslq-jdbc | 8.4.1.jre8 |
com.ning | compress-lzf | 1.1 |
com.sun.istack | istack-commons-runtime | 3.0.8 |
com.tdunning | json | 1.8 |
com.thoughtworks.paranamer | paranamer | 2.8 |
com.twitter | chill-java | 0.10.0 |
com.twitter | chill_2.12 | 0.10.0 |
com.typesafe | config | 1.3.4 |
com.univocity | univocity-ayrıştırıcıları | 2.9.1 |
com.zaxxer | HikariCP | 2.5.1 |
commons-cli | commons-cli | 1.5.0 |
commons-codec | commons-codec | 1,15 |
commons-collections | commons-collections | 3.2.2 |
commons-dbcp | commons-dbcp | 1.4 |
commons-io | commons-io | 2.11.0 |
commons-lang | commons-lang | 2,6 |
commons-logging | commons-logging | 1.1.3 |
commons-pool | commons-pool | 1.5.4 |
dev.ludovic.netlib | arpack | 2.2.1 |
dev.ludovic.netlib | Blas | 2.2.1 |
dev.ludovic.netlib | lapack | 2.2.1 |
io.airlift | aircompressor | 0.21 |
io.delta | delta-core_2.12 | 2.2.0.9 |
io.delta | delta-storage | 2.2.0.9 |
io.dropwizard.metrics | metrics-core | 4.2.7 |
io.dropwizard.metrics | metrics-graphite | 4.2.7 |
io.dropwizard.metrics | metrics-jmx | 4.2.7 |
io.dropwizard.metrics | metrics-json | 4.2.7 |
io.dropwizard.metrics | metrics-jvm | 4.2.7 |
io.github.resilience4j | dayanıklılık4j-core | 1.7.1 |
io.github.resilience4j | resilience4j-retry | 1.7.1 |
io.netty | netty-all | 4.1.74.Final |
io.netty | netty-buffer | 4.1.74.Final |
io.netty | netty-codec | 4.1.74.Final |
io.netty | netty-codec-http2 | 4.1.74.Final |
io.netty | netty-codec-http-4 | 4.1.74.Final |
io.netty | netty-codec-socks | 4.1.74.Final |
io.netty | netty-common | 4.1.74.Final |
io.netty | netty-handler | 4.1.74.Final |
io.netty | netty-resolver | 4.1.74.Final |
io.netty | netty-tcnative-classes | 2.0.48 |
io.netty | netty-transport | 4.1.74.Final |
io.netty | netty-transport-classes-epoll | 4.1.87.Final |
io.netty | netty-transport-classes-kqueue | 4.1.87.Final |
io.netty | netty-transport-native-epoll | 4.1.87.Final-linux-aarch_64 |
io.netty | netty-transport-native-epoll | 4.1.87.Final-linux-x86_64 |
io.netty | netty-transport-native-kqueue | 4.1.87.Final-osx-aarch_64 |
io.netty | netty-transport-native-kqueue | 4.1.87.Final-osx-x86_64 |
io.netty | netty-transport-native-unix-common | 4.1.87.Final |
io.opentracing | opentracing-api | 0.33.0 |
io.opentracing | opentracing-noop | 0.33.0 |
io.opentracing | opentracing-util | 0.33.0 |
io.spray | spray-json_2.12 | 1.3.5 |
io.vavr | vavr | 0.10.4 |
io.vavr | vavr-match | 0.10.4 |
jakarta.annotation | jakarta.annotation-api | 1.3.5 |
jakarta.inject | jakarta.inject | 2.6.1 |
jakarta.servlet | jakarta.servlet-api | 4.0.3 |
jakarta.validation-api | 2.0.2 | |
jakarta.ws.rs | jakarta.ws.rs-api | 2.1.6 |
jakarta.xml.bind | jakarta.xml.bind-api | 2.3.2 |
javax.activation | etkinleştirme | 1.1.1 |
javax.jdo | jdo-api | 3.0.1 |
javax.transaction | jta | 1.1 |
javax.transaction | transaction-api | 1.1 |
javax.xml.bind | jaxb-api | 2.2.11 |
javolution | javolution | 5.5.1 |
jline | jline | 2.14.6 |
joda-time | joda-time | 2.10.13 |
mysql | mysql-connector-java | 8.0.18 |
net.razorvine | Turşu | 1.2 |
net.sf.jpam | jpam | 1.1 |
net.sf.opencsv | opencsv | 2.3 |
net.sf.py4j | py4j | 0.10.9.5 |
net.sf.supercsv | süper csv | 2.2.0 |
net.sourceforge.f2j | arpack_combined_all | 0,1 |
org.antlr | ST4 | 4.0.4 |
org.antlr | antlr-runtime | 3.5.2 |
org.antlr | antlr4-runtime | 4.8 |
org.apache.arrow | ok biçimi | 7.0.0 |
org.apache.arrow | ok-bellek çekirdeği | 7.0.0 |
org.apache.arrow | ok-bellek-netty | 7.0.0 |
org.apache.arrow | ok-vektör | 7.0.0 |
org.apache.avro | avro | 1.11.0 |
org.apache.avro | avro-ipc | 1.11.0 |
org.apache.avro | avro eşlemeli | 1.11.0 |
org.apache.commons | commons-collections4 | 4.4 |
org.apache.commons | commons-compress | 1.21 |
org.apache.commons | commons-crypto | 1.1.0 |
org.apache.commons | commons-lang3 | 3.12.0 |
org.apache.commons | commons-math3 | 3.6.1 |
org.apache.commons | commons-pool2 | 2.11.1 |
org.apache.commons | commons-text | 1.10.0 |
org.apache.curator | curator-client | 2.13.0 |
org.apache.curator | küratör çerçevesi | 2.13.0 |
org.apache.curator | curator-recipes | 2.13.0 |
org.apache.derby | Derby | 10.14.2.0 |
org.apache.hadoop | hadoop-aliyun | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop ek açıklamaları | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-aws | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-azure | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-azure-datalake | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-client-api | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-client-runtime | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-cloud-storage | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-openstack | 3.3.3.5.2-106693326 |
org.apache.hadoop | hadoop-shaded-guava | 1.1.1 |
org.apache.hadoop | hadoop-yarn-server-web-proxy | 3.3.3.5.2-106693326 |
org.apache.hive | hive-beeline | 2.3.9 |
org.apache.hive | hive-cli | 2.3.9 |
org.apache.hive | hive-common | 2.3.9 |
org.apache.hive | hive-exec | 2.3.9 |
org.apache.hive | hive-jdbc | 2.3.9 |
org.apache.hive | hive-llap-common | 2.3.9 |
org.apache.hive | hive-meta veri deposu | 2.3.9 |
org.apache.hive | hive-serde | 2.3.9 |
org.apache.hive | hive-service-rpc | 2.3.9 |
org.apache.hive | hive-shims-0.23 | 2.3.9 |
org.apache.hive | hive-shims | 2.3.9 |
org.apache.hive | hive-shims-common | 2.3.9 |
org.apache.hive | hive-shims-scheduler | 2.3.9 |
org.apache.hive | hive-storage-api | 2.7.2 |
org.apache.httpcomponents | httpclient | 4.5.13 |
org.apache.httpcomponents | httpcore | 4.4.14 |
org.apache.httpcomponents | httpmime | 4.5.13 |
org.apache.httpcomponents.client5 | httpclient5 | 5.1.3 |
org.apache.iceberg | delta-buzdağı | 2.2.0.9 |
org.apache.ivy | sarmaşık | 2.5.1 |
org.apache.kafka | kafka-istemcileri | 2.8.1 |
org.apache.logging.log4j | log4j-1.2-api | 2.17.2 |
org.apache.logging.log4j | log4j-api | 2.17.2 |
org.apache.logging.log4j | log4j-core | 2.17.2 |
org.apache.logging.log4j | log4j-slf4j-impl | 2.17.2 |
org.apache.orc | orc-core | 1.7.6 |
org.apache.orc | orc-mapreduce | 1.7.6 |
org.apache.orc | orc-shims | 1.7.6 |
org.apache.parquet | parquet-column | 1.12.3 |
org.apache.parquet | parquet-common | 1.12.3 |
org.apache.parquet | parquet kodlaması | 1.12.3 |
org.apache.parquet | parquet-format-structures | 1.12.3 |
org.apache.parquet | parquet-hadoop | 1.12.3 |
org.apache.parquet | parquet-jackson | 1.12.3 |
org.apache.qpid | proton-j | 0.33.8 |
org.apache.spark | spark-avro_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-catalyst_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-core_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-graphx_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-hadoop-cloud_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-hive_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-kvstore_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-launcher_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-mllib_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-mllib-local_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-network-common_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-network-shuffle_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-repl_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-sketch_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-sql_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-sql-kafka-0-10_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-streaming_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-streaming-kafka-0-10-assembly_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-tags_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-token-provider-kafka-0-10_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-unsafe_2.12 | 3.3.1.5.2-106693326 |
org.apache.spark | spark-yarn_2.12 | 3.3.1.5.2-106693326 |
org.apache.thrift | libfb303 | 0.9.3 |
org.apache.thrift | libthrift | 0.12.0 |
org.apache.velocity | hız | 1.5 |
org.apache.xbean | xbean-asm9 gölgeli | 4.2 |
org.apache.yetus | hedef kitle ek açıklamaları | 0.5.0 |
org.apache.zookeeper | zookeeper | 3.6.2.5.2-106693326 |
org.apache.zookeeper | zookeeper-jute | 3.6.2.5.2-106693326 |
org.apache.zookeeper | zookeeper | 3.6.2.5.2-106693326 |
org.apache.zookeeper | zookeeper-jute | 3.6.2.5.2-106693326 |
org.apiguardian | apiguardian-api | 1.1.0 |
org.codehaus.janino | commons-derleyici | 3.0.16 |
org.codehaus.janino | janino | 3.0.16 |
org.codehaus.jettison | jettison | 1.1 |
org.datanucleus | datanucleus-api-jdo | 4.2.4 |
org.datanucleus | datanucleus-core | 4.1.17 |
org.datanucleus | datanucleus-rdbms | 4.1.19 |
org.datanucleusjavax.jdo | 3.2.0-m3 | |
org.eclipse.jetty | jetty-util | 9.4.48.v20220622 |
org.eclipse.jetty | jetty-util-ajax | 9.4.48.v20220622 |
org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
org.glassfish.hk2 | hk2-api | 2.6.1 |
org.glassfish.hk2 | hk2-bulucu | 2.6.1 |
org.glassfish.hk2 | hk2-utils | 2.6.1 |
org.glassfish.hk2 | osgi-resource-locator | 1.0.3 |
org.glassfish.hk2.external | aopalliance-repackaged | 2.6.1 |
org.glassfish.jaxb | jaxb-runtime | 2.3.2 |
org.glassfish.jersey.containers | jersey-container-servlet | 2.36 |
org.glassfish.jersey.containers | jersey-container-servlet-core | 2.36 |
org.glassfish.jersey.core | jersey-client | 2.36 |
org.glassfish.jersey.core | jersey-common | 2.36 |
org.glassfish.jersey.core | jersey-server | 2.36 |
org.glassfish.jersey.inject | jersey-hk2 | 2.36 |
org.ini4j | ini4j | 0.5.4 |
org.javassist | javassist | 3.25.0-GA |
org.javatuples | javatuples | 1.2 |
org.jdom | jdom2 | 2.0.6 |
org.jetbrains | Ek açıklama -ları | 17.0.0 |
org.jodd | jodd-core | 3.5.2 |
org.json | json | 20210307 |
org.json4s | json4s-ast_2.12 | 3.7.0-M11 |
org.json4s | json4s-core_2.12 | 3.7.0-M11 |
org.json4s | json4s-jackson_2.12 | 3.7.0-M11 |
org.json4s | json4s-scalap_2.12 | 3.7.0-M11 |
org.junit.jüpiter | junit-jüpiter | 5.5.2 |
org.junit.jüpiter | junit-jüpiter-api | 5.5.2 |
org.junit.jüpiter | junit-jüpiter-altyapısı | 5.5.2 |
org.junit.jüpiter | junit-jüpiter-params | 5.5.2 |
org.junit.platform | junit-platform-commons | 1.5.2 |
org.junit.platform | junit-platform-engine | 1.5.2 |
org.lz4 | lz4-java | 1.8.0 |
org.mlflow | mlfow-spark | 2.1.1 |
org.objenesis | objenesis | 3.2 |
org.openpnp | opencv | 3.2.0-1 |
org.opentest4j | opentest4j | 1.2.0 |
org.postgresql | postgresql | 42.2.9 |
org.roaringbitmap | RoaringBitmap | 0.9.25 |
org.roaringbitmap | dolgular | 0.9.25 |
org.rocksdb | rocksdbjni | 6.20.3 |
org.scalactic | scalactic_2.12 | 3.2.14 |
org.scala-lang | scala-derleyicisi | 2.12.15 |
org.scala-lang | scala kitaplığı | 2.12.15 |
org.scala-lang | scala-reflect | 2.12.15 |
org.scala-lang.modules | scala-collection-compat_2.12 | 2.1.1 |
org.scala-lang.modules | scala-java8-compat_2.12 | 0.9.0 |
org.scala-lang.modules | scala-parser-combinators_2.12 | 1.1.2 |
org.scala-lang.modules | scala-xml_2.12 | 1.2.0 |
org.scalanlp | breeze-macros_2.12 | 1.2 |
org.scalanlp | breeze_2.12 | 1.2 |
org.slf4j | jcl-over-slf4j | 1.7.32 |
org.slf4j | jul-to-slf4j | 1.7.32 |
org.slf4j | slf4j-api | 1.7.32 |
org.threeten | threeten-extra | 1.5.0 |
org.tukaani | Xz | 1.8 |
org.typelevel | algebra_2.12 | 2.0.1 |
org.typelevel | cats-kernel_2.12 | 2.1.1 |
org.typelevel | spire_2.12 | 0.17.0 |
org.typelevel | spire-macros_2.12 | 0.17.0 |
org.typelevel | spire-platform_2.12 | 0.17.0 |
org.typelevel | spire-util_2.12 | 0.17.0 |
org.wildfly.openssl | wildfly-openssl | 1.0.7.Final |
org.xerial.snappy | snappy-java | 1.1.8.4 |
Oro | Oro | 2.0.8 |
pl.edu.icm | JLargeArrays | 1.5 |
Stax | stax-api | 1.0.1 |
Python kitaplıkları (Normal VM'ler)
Kitaplık | Sürüm | Kitaplık | Sürüm | Kitaplık | Sürüm |
---|---|---|---|---|---|
_libgcc_mutex | 0,1=conda_forge | hdf5 | 1.12.2=nompi_h2386368_100 | parquet-cpp | g1.5.1=2 |
_openmp_mutex | 4,5=2_kmp_llvm | html5lib | 1.1=pyh9f0ad1d_0 | parso | g0.8.3=pyhd8ed1ab_0 |
_py-xgboost-mutex | 2.0=cpu_0 | insan dostu | 10.0=py310hff52083_4 | bölümlenmiş | g1.3.0=pyhd8ed1ab_0 |
_tflow_select | 2.3.0=mkl | sinekkuşu-ml | 0.4.0=pyhd8ed1ab_0 | Pathos | g0.3.0=pyhd8ed1ab_0 |
absl-py | 1.3.0=pyhd8ed1ab_0 | ıcu | 58.2=hf484d3e_1000 | pathspec | 0.10.1 |
adal | 1.2.7=pyhd8ed1ab_0 | ıdna | 3.4=pyhd8ed1ab_0 | Patsy | g0.5.3=pyhd8ed1ab_0 |
adlfs | 0.7.7=pyhd8ed1ab_0 | imagecodecs | 2022.9.26=py310h90cd304_3 | pcre2 | g10.40=hc3806b6_0 |
aiohttp | 3.8.3=py310h5764c6d_1 | imageio | 2.9.0=py_0 | pexpect | g4.8.0=pyh1a96a4e_2 |
aiosignal | 1.3.1=pyhd8ed1ab_0 | importlib-metadata | 5.0.0=pyha770c72_1 | pickleshare | g0.7.5=py_1003 |
anyio | 3.6.2 | yorumla | 0.2.4=py37_0 | Yastık | g9.2.0=py310h454ad03_3 |
aom | 3.5.0=h27087fc_0 | yorum çekirdeği | 0.2.4=py37h21ff451_0 | Pip | g22.3.1=pyhd8ed1ab_0 |
applicationinsights | 0.11.10 | ipykernel | 6.17.0=pyh210e3f2_0 | pkginfo | 1.8.3 |
argcomplete | 2.0.0 | ipython | 8.6.0=pyh41d4057_1 | platformdirs | 2.5.3 |
argon2-cffi | 21.3.0 | ipython-genutils | 0.2.0 | çizim | g4.14.3=pyh44b312d_0 |
argon2-cffi-bindings | 21.2.0 | ipywidgets | 7.7.0 | pmdarima | g2.0.1=py310h5764c6d_0 |
ok-cpp | 9.0.0=py310he7aa4d3_2_cpu | izodat | 0.6.0=py_1 | portalocker | g2.6.0=py310hff52083_1 |
asttokens | 2.1.0=pyhd8ed1ab_0 | itsdangerous | 2.1.2=pyhd8ed1ab_0 | Pox | g0.3.2=pyhd8ed1ab_0 |
astunparse | 1.6.3=pyhd8ed1ab_0 | jdcal | 1.4.1=py_0 | ppft | g1.7.6.6=pyhd8ed1ab_0 |
zaman uyumsuz zaman aşımı | 4.0.2=pyhd8ed1ab_0 | Jedi | 0.18.1=pyhd8ed1ab_2 | prettytable | 3.2.0 |
attrs | 22.1.0=pyh71513ae_1 | Jeepney | 0.8.0 | prometheus-client | 0.15.0 |
aws-c-cal | 0.5.11=h95a6274_0 | jinja2 | 3.1.2=pyhd8ed1ab_1 | prompt-toolkit | g3.0.32=pyha770c72_0 |
aws-c-common | 0.6.2=h7f98852_0 | jmespath | 1.0.1 | protobuf | g3.20.1=py310hd8f1fbe_0 |
aws-c-event-stream | 0.2.7=h3541f99_13 | joblib | 1.2.0=pyhd8ed1ab_0 | psutil | g5.9.4=py310h5764c6d_0 |
aws-c-io | 0.10.5=hfb6a706_0 | jpeg | 9e=h166bdaf_2 | pthread-stubs | g0.4=h36c2ea0_1001 |
aws-checksums | 0.1.11=ha31a3da_7 | jsonpickle | 2.2.0 | ptyprocess | g0.7.0=pyhd3deb0d_0 |
aws-sdk-cpp | 1.8.186=hecaee15_4 | jsonschema | 4.17.0 | pure_eval | g0.2.2=pyhd8ed1ab_0 |
azure-common | 1.1.28 | jupyter_client | 7.4.4=pyhd8ed1ab_0 | py-xgboost | g1.7.1=cpu_py310hd1aba9c_0 |
azure-core | 1.26.1=pyhd8ed1ab_0 | jupyter_core | 4.11.2=py310hff52083_0 | py4j | g0.10.9.5=pyhd8ed1ab_0 |
azure-datalake-store | 0.0.51=pyh9f0ad1d_0 | jupyter-server | 1.23.0 | serçe | g9.0.0=py310h9be7b57_2_cpu |
azure-graphrbac | 0.61.1 | jupyterlab-pygments | 0.2.2 | pyasn1 | g0.4.8=py_0 |
azure-identity | 1.7.0 | jupyterlab pencere öğeleri | 3.0.3 | pyasn1-modules | g0.2.7=py_0 |
azure-mgmt-authorization | 2.0.0 | jxrlib | 1.1=h7f98852_2 | pycosat | g0.6.4=py310h5764c6d_1 |
azure-mgmt-containerregistry | 10.0.0 | keras | 2.8.0 | pycparser | g2.21=pyhd8ed1ab_0 |
azure-mgmt-core | 1.3.2 | keras-applications | 1.0.8 | pygments | g2.13.0=pyhd8ed1ab_0 |
azure-mgmt-keyvault | 10.1.0 | keras-preprocessing | 1.1.2 | pyjwt | g2.6.0=pyhd8ed1ab_0 |
azure-mgmt-resource | 21.2.1 | keras2onnx | 1.6.5=pyhd8ed1ab_0 | pynacl | 1.5.0 |
azure-mgmt-storage | 20.1.0 | keyutils | 1.6.1=h166bdaf_0 | pyodbc | g4.0.34=py310hd8f1fbe_1 |
azure-storage-blob | 12.13.0 | kiwisolver | 1.4.4=py310hbf28c38_1 | pyopenssl | g22.1.0=pyhd8ed1ab_0 |
azureml-core | 1.47.0 | Püf noktası | 0.10.0 | pyparsing | g3.0.9=pyhd8ed1ab_0 |
azureml-dataprep | 4.5.7 | kqlmagiccustom | 0.1.114.post16 | pyperclip | 1.8.2 |
azureml-dataprep-native | 38.0.0 | krb5 | 1.19.3=h3790be6_0 | pyqt | g5.9.2=py310h295c915_6 |
azureml-dataprep-rslex | 2.11.4 | lcms2 | 2.14=h6ed2654_0 | pirsistent | 0.19.2 |
azureml-dataset-runtime | 1.47.0 | ld_impl_linux-64 | 2.39=hc81fddc_0 | pysocks | g1.7.1=pyha2e5f31_6 |
azureml-mlflow | 1.47.0 | lerc | 4.0.0=h27087fc_0 | pyspark | g3.3.1=pyhd8ed1ab_0 |
azureml-opendatasets | 1.47.0 | liac-arff | 2.5.0=pyhd8ed1ab_1 | python | g3.10.6=h582c2e5_0_cpython |
azureml-telemetry | 1.47.0 | libabseil | 20220623.0=cxx17_h48a1fff_5 | python_abi | g3.10=2_cp310 |
geri arama | 0.2.0=pyh9f0ad1d_0 | libaec | 1.0.6=h9c3ff4c_0 | python-dateutil | g2.8.2=pyhd8ed1ab_0 |
Backports | 1.0=py_2 | libavif | 0.11.1=h5cdd6b5_0 | python-flatbuffers | g2.0=pyhd8ed1ab_0 |
backports-tempfile | 1.0 | libblas | 3.9.0=16_linux64_mkl | pytorch | g1.13.0=py3.10_cpu_0 |
backports-weakref | 1.0.post1 | libbrotlicommon | 1.0.9=h166bdaf_8 | pytorch-mutex | g1.0=cpu |
backports.functools_lru_cache | 1.6.4=pyhd8ed1ab_0 | libbrotlidec | 1.0.9=h166bdaf_8 | pytz | g2022.6=pyhd8ed1ab_0 |
bcrypt | 4.0.1 | libbrotlienc | 1.0.9=h166bdaf_8 | pyu2f | g0.1.5=pyhd8ed1ab_0 |
beautifulsoup4 | 4.9.3=pyhb0f4dca_0 | libcblas | 3.9.0=16_linux64_mkl | pywavelets | g1.3.0=py310hde88566_2 |
Blas | 2.116=mkl | libclang | 14.0.6 | pyyaml | g6.0=py310h5764c6d_5 |
blas-devel | 3.9.0=16_linux64_mkl | libcrc32c | 1.1.2=h9c3ff4c_0 | pyzmq | g24.0.1=py310h330234f_1 |
Çamaşır suyu | 5.0.1 | libcurl | 7.86.0=h7bff187_1 | Qt | g5.9.7=h5867ecd_1 |
yanıp sönen | 1,5=pyhd8ed1ab_0 | libdeflate | 1.14=h166bdaf_0 | Re2 | g2022.06.01=h27087fc_0 |
blosc | 1.21.1=h83bc5f7_3 | libedit | 3.1.20191231=he28a2e2_2 | Readline | g8.1.2=h0f457ee_0 |
Bokeh | 3.0.1=pyhd8ed1ab_0 | libev | 4.33=h516909a_1 | Regex | g2022.10.31=py310h5764c6d_0 |
brotli | 1.0.9=h166bdaf_8 | libevent | 2.1.10=h9b69904_4 | istekler | g2.28.1=pyhd8ed1ab_1 |
brotli-bin | 1.0.9=h166bdaf_8 | libffi | 3.4.2=h7f98852_5 | requests-oauthlib | g1.3.1=pyhd8ed1ab_0 |
brotli-python | 1.0.9=py310hd8f1fbe_8 | libgcc-ng | 12.2.0=h65d4601_19 | yeniden deneme | g1.3.3=py_2 |
brotlipy | 0.7.0=py310h5764c6d_1005 | libgfortran-ng | 12.2.0=h69a702a_19 | rsa | g4.9=pyhd8ed1ab_0 |
brunsli | 0,1=h9c3ff4c_0 | libgfortran5 | 12.2.0=h337968e_19 | ruamel_yaml | g0.15.80=py310h5764c6d_1008 |
bzip2 | 1.0.8=h7f98852_4 | libglib | 2.74.1=h606061b_1 | ruamel-yaml | 0.17.4 |
c-ares | 1.18.1=h7f98852_0 | libgoogle-cloud | 2.1.0=hf2e47f9_1 | ruamel-yaml-clib | 0.2.6 |
c-blosc2 | 2.4.3=h7a311fb_0 | libiconv | 1.17=h166bdaf_0 | s2n | g1.0.10=h9b69904_0 |
ca-certificates | 2022.9.24=ha878542_0 | liblapack | 3.9.0=16_linux64_mkl | Sarı | g1.4.6.1=pyhd8ed1ab_0 |
cached_property | 1.5.2=pyha770c72_1 | liblapacke | 3.9.0=16_linux64_mkl | scikit-image | g0.19.3=py310h769672d_2 |
cached-property | 1.5.2=hd8ed1ab_1 | libllvm11 | 11.1.0=he0ac6c6_5 | scikit-learn | g1.1.3=py310h0c3af53_1 |
önbellek araçları | 5.2.0=pyhd8ed1ab_0 | libnghttp2 | 1.47.0=hdcd2b5c_1 | scipy | g1.9.3=py310hdfbd76f_2 |
sertifikalı | 2022.9.24=pyhd8ed1ab_0 | libnsl | 2.0.0=h7f98852_0 | Sinan | g0.11.1=hd8ed1ab_1 |
cffi | 1.15.1=py310h255011f_2 | libpng | 1.6.38=h753d276_0 | seaborn-base | g0.11.1=pyhd8ed1ab_1 |
cfitsio | 4.1.0=hd9d235c_0 | libprotobuf | 3.20.1=h6239696_4 | gizli dizi | 3.3.3 |
Çelik | 2.3.4=h9c3ff4c_0 | libsodium | 1.0.18=h36c2ea0_1 | send2trash | 1.8.0 |
charset-normalizer | 2.1.1=pyhd8ed1ab_0 | libsqlite | 3.39.4=h753d276_0 | kurulum araçları | g65.5.1=pyhd8ed1ab_0 |
tıklama | 8.1.3=unix_pyhd8ed1ab_2 | libssh2 | 1.10.0=haa6b8db_3 | Shap | g0.39.0=py310hb5077e9_1 |
cloudpickle | 2.2.0=pyhd8ed1ab_0 | libstdcxx-ng | 12.2.0=h46fd767_19 | Sıp | g4.19.13=py310h295c915_0 |
colorama | 0.4.6=pyhd8ed1ab_0 | libthrift | 0.16.0=h491838f_2 | Altı | g1.16.0=pyh6c4a22f_0 |
renkli günlükler | 15.0.1=pyhd8ed1ab_3 | libtiff | 4.4.0=h55922b4_4 | skl2onnx | g1.8.0.1=pyhd8ed1ab_1 |
conda-package-handling | 1.9.0=py310h5764c6d_1 | libutf8proc | 2.8.0=h166bdaf_0 | sklearn-pandas | g2.2.0=pyhd8ed1ab_0 |
yapılandırmaparser | 5.3.0=pyhd8ed1ab_0 | libuuid | 2.32.1=h7f98852_1000 | Dilimleyici | g0.0.7=pyhd8ed1ab_0 |
contextlib2 | 21.6.0 | libuv | 1.44.2=h166bdaf_0 | smart_open | g6.2.0=pyha770c72_0 |
konturlu | 1.0.6=py310hbf28c38_0 | libwebp-base | 1.2.4=h166bdaf_0 | smmap | g3.0.5=pyh44b312d_0 |
Şifreleme | 38.0.3=py310h597c629_0 | libxcb | 1.13=h7f98852_1004 | Çabuk | g1.1.9=hbd366e4_2 |
Cycler | 0.11.0=pyhd8ed1ab_0 | libxgboost | 1.7.1=cpu_ha3b9936_0 | sniffio | 1.3.0 |
cython | 0.29.32=py310hd8f1fbe_1 | libxml2 | 2.9.9=h13577e0_2 | soupsieve | g2.3.2.post1=pyhd8ed1ab_0 |
cytoolz | 0.12.0=py310h5764c6d_1 | libzlib | 1.2.13=h166bdaf_4 | sqlalchemy | 1.4.43 |
dash | 1.21.0=pyhd8ed1ab_0 | libzopfli | 1.0.3=h9c3ff4c_0 | Sqlite | g3.39.4=h4ff8645_0 |
dash_cytoscape | 0.2.0=pyhd8ed1ab_1 | lightgbm | 3.2.1=py310h295c915_0 | sqlparse | g0.4.3=pyhd8ed1ab_0 |
dash-core-components | 1.17.1=pyhd8ed1ab_0 | Kireç | 0.2.0.1=pyhd8ed1ab_1 | stack_data | g0.6.0=pyhd8ed1ab_0 |
dash-html-components | 1.1.4=pyhd8ed1ab_0 | llvm-openmp | 15.0.4=he0ac6c6_0 | statsmodeller | g0.13.5=py310hde88566_2 |
dash-renderer | 1.9.1=pyhd8ed1ab_0 | llvmlite | 0.39.1=py310h58363a5_1 | sympy | g1.11.1=py310hff52083_2 |
tire-tablo | 4.12.0=pyhd8ed1ab_0 | Madalyon | 1.0.0=pyhd8ed1ab_0 | sekmeli | g0.9.0=pyhd8ed1ab_1 |
dask-core | 2022.10.2=pyhd8ed1ab_0 | lxml | 4.8.0 | Tbb | g2021.6.0=h924138e_1 |
databricks-cli | 0.17.3=pyhd8ed1ab_0 | lz4-c | 1.9.3=h9c3ff4c_1 | tensorboard | 2.8.0 |
dav1d | 1.0.0=h166bdaf_1 | markdown | 3.3.4=gpyhd8ed1ab_0 | tensorboard-data-server | g0.6.0=py310h597c629_3 |
dbus | 1.13.6=h5008d03_3 | markupsafe | g2.1.1=py310h5764c6d_2 | tensorboard-plugin-wit | g1.8.1=pyhd8ed1ab_0 |
hata ayıklama | 1.6.3=py310hd8f1fbe_1 | matplotlib | g3.6.2=py310hff52083_0 | tensorflow | 2.8.0 |
Dekoratör | 5.1.1=pyhd8ed1ab_0 | matplotlib-base | g3.6.2=py310h8d5ebf3_0 | tensorflow-base | g2.10.0=mkl_py310hb9daa73_0 |
defusedxml | 0.7.1 | matplotlib-inline | g0.1.6=pyhd8ed1ab_0 | tensorflow-estimator | 2.8.0 |
Dereotu | 0.3.6=pyhd8ed1ab_1 | yanlış | 2.0.4 | tensorflow-io-gcs-filesystem | 0.27.0 |
daistlib | 0.3.6 | mkl | g2022.1.0=h84fe81f_915 | termcolor | g2.1.0=pyhd8ed1ab_0 |
Dağıtım | 1.8.0 | mkl-devel | g2022.1.0=ha770c72_916 | terminado | 0.17.0 |
docker | 6.0.1 | mkl-include | g2022.1.0=h84fe81f_915 | textblob | g0.15.3=py_0 |
dotnetcore2 | 3.1.23 | mleap | g0.17.0=pyhd8ed1ab_0 | tf-estimator-nightly | 2.8.0.dev2021122109 |
Entrypoints | 0,4=pyhd8ed1ab_0 | mlflow-skinny | g1.30.0=py310h1d0e22c_0 | threadpoolctl | g3.1.0=pyh8a188c0_0 |
et_xmlfile | 1.0.1=py_1001 | Mpc | g1.2.1=h9f54685_0 | tifffile | g2022.10.10=pyhd8ed1ab_0 |
Yürütme | 1.2.0=pyhd8ed1ab_0 | mpfr | g4.1.0=h9202a9a_1 | tinycss2 | 1.2.1 |
Expat | 2.5.0=h27087fc_0 | mpmath | g1.2.1=pyhd8ed1ab_0 | Tk | g8.6.12=h27826a3_0 |
fastjsonschema | 2.16.2 | msal | g2022.09.01=py_0 | Toolz | g0.12.0=pyhd8ed1ab_0 |
dosya kilidi | 3.8.0 | msal-extensions | 0.3.1 | torchvision | 0.14.0 |
Yangın | 0.4.0=pyh44b312d_0 | msrest | 0.7.1 | Kasırga | g6.2=py310h5764c6d_1 |
Şişe | 2.2.2=pyhd8ed1ab_0 | msrestazure | 0.6.4 | tqdm | g4.64.1=pyhd8ed1ab_0 |
flask-compress | 1.13=pyhd8ed1ab_0 | multidict | g6.0.2=py310h5764c6d_2 | traitlets | g5.5.0=pyhd8ed1ab_0 |
flatbuffers | 2.0.7=h27087fc_0 | çok işlemcili | g0.70.14=py310h5764c6d_3 | typed-ast | 1.4.3 |
fontconfig | 2.14.1=hc2a2eb6_0 | munkres | g1.1.4=pyh9f0ad1d_0 | typing_extensions | g4.4.0=pyha770c72_0 |
fonttools | 4.38.0=py310h5764c6d_1 | mypy | 0.780 | yazma uzantıları | g4.4.0=hd8ed1ab_0 |
Freetype | 2.12.1=hca18f0e_0 | mypy uzantıları | 0.4.3 | tzdata | g2022fgh191b570_0 |
frozenlist | 1.3.3=py310h5764c6d_0 | nbclassic | 0.4.8 | unicodedata2 | g15.0.0gpy310h5764c6d_0 |
fsspec | 2022.10.0=pyhd8ed1ab_0 | nbclient | 0.7.0 | unixodbc | g2.3.10gh583eb01_0 |
fusepy | 3.0.1 | nbconvert | 7.2.3 | urllib3 | g1.26.4=pyhd8ed1ab_0 |
Gelecek | 0.18.2=pyhd8ed1ab_6 | nbformat | 5.7.0 | virtualenv | 20.14.0 |
Gast | 0.4.0=pyh9f0ad1d_0 | Ncurses | g6.3=h27087fc_1 | wcwidth | g0.2.5=pyh9f0ad1d_2 |
gensim | 4.2.0=py310h769672d_0 | ndg-httpsclient | 0.5.1 | webencodings | g0.5.1=py_1 |
coğrafi kaynak | 1,52=pyhd8ed1ab_0 | nest-asyncio | g1.5.6=pyhd8ed1ab_0 | websocket-client | 1.4.2 |
geopy | 2.1.0=pyhd3deb0d_0 | networkx | g2.8.8=pyhd8ed1ab_0 | Werkzeug | g2.2.2=pyhd8ed1ab_0 |
Gettext | 0.21.1=h27087fc_0 | nltk | g3.6.2=pyhd8ed1ab_0 | Tekerlek | g0.38.3=pyhd8ed1ab_0 |
gevent | 22.10.1=py310hab16fe0_1 | not defteri | 6.5.2 | widgetsnbextension | 3.6.1 |
gflags | 2.2.2=he1b5a44_1004 | not defteri dolgusu | 0.2.2 | kaydırma | g1.14.1=py310h5764c6d_1 |
giflib | 5.2.1=h36c2ea0_2 | numba | g0.56.3=py310ha5257ce_0 | xgboost | g1.7.1=cpu_py310hd1aba9c_0 |
gitdb | 4.0.9=pyhd8ed1ab_0 | numpy | g1.23.4=py310h53a5b5f_1 | xorg-libxau | g1.0.9=h7f98852_0 |
gitpython | 3.1.29=pyhd8ed1ab_0 | oauthlib | g3.2.2=pyhd8ed1ab_0 | xorg-libxdmcp | g1.1.3=h7f98852_0 |
Glib | 2.74.1=h6239696_1 | onnx | g1.12.0=py310h3d64581_0 | xyzservices | g2022.9.0=pyhd8ed1ab_0 |
glib-tools | 2.74.1=h6239696_1 | onnxconverter-common | g1.7.0=pyhd8ed1ab_0 | Xz | g5.2.6=h166bdaf_0 |
glog | 0.6.0=h6f12383_0 | onnxmltools | g1.7.0=pyhd8ed1ab_0 | yaml | g0.2.5=h7f98852_2 |
Gmp | 6.2.1=h58526e2_0 | onnxruntime | g1.13.1=py310h00a7d45_1 | yarl | g1.8.1=py310h5764c6d_0 |
gmpy2 | 2.1.2=py310h3ec546c_1 | openjpeg | g2.5.0=h7d73246_1 | zeromq | g4.3.4=h9c3ff4c_1 |
google-auth | 2.14.0=pyh1a96a4e_0 | openpyxl | g3.0.7=pyhd8ed1ab_0 | zfp | g1.0.0=h27087fc_3 |
google-auth-oauthlib | 0.4.6=pyhd8ed1ab_0 | openssl | g1.1.1s=h166bdaf_0 | zipp | g3.10.0=pyhd8ed1ab_0 |
google-pasta | 0.2.0=pyh8c360ce_0 | opt_einsum | g3.3.0=pyhd8ed1ab_1 | Zlib | g1.2.13=h166bdaf_4 |
yeşillik | 1.1.3.post0=py310hd8f1fbe_0 | Orc | g1.7.6=h6c59b99_0 | zlib-ng | g2.0.6=h166bdaf_0 |
grpc-cpp | 1.46.4=hbad87ad_7 | Ambalaj | g21.3=pyhd8ed1ab_0 | zope.event | g4.5.0gpyh9f0ad1d_0 |
grpcio | 1.46.4=py310h946def9_7 | pandas | g1.5.1=py310h769672d_1 | zope.interface | g5.5.1=py310h5764c6d_0 |
gst-plugins-base | 1.14.0=hbbd80ab_1 | pandasql | 0.7.3 | zstd | g1.5.2=h6239696_4 |
Gstreamer | 1.14.0=h28cd5cc_2 | pandocfilters | 1.5.0 | ||
h5py | 3.7.0=nompi_py310h416281c_102 | paramiko | 2.12.0 |
R kitaplıkları (Önizleme)
Kitaplığı | Sürüm | **Kitaplığı** | Sürüm | **Kitaplığı** | Sürüm |
---|---|---|---|---|---|
askpass | 1.1 | highcharter | 0.9.4 | readr | 2.1.3 |
assertthat | 0.2.1 | daha yüksek | 0,9 | readxl | 1.4.1 |
Backports | 1.4.1 | Hms | 1.1.2 | yemek tarifleri | 1.0.3 |
base64enc | 0.1-3 | htmltools | 0.5.3 | Rövanş | 1.0.1 |
bit | 4.0.5 | htmlwidgets | 1.5.4 | rematch2 | 2.1.2 |
bit64 | 4.0.5 | httpcode | 0.3.0 | Kumanda | 2.4.2 |
blob | 1.2.3 | httpuv | 1.6.6 | reprex | 2.0.2 |
Brew | 1.0-8 | httr | 1.4.4 | yeniden şekillendirme2 | 1.4.4 |
Brio | 1.1.3 | Kimlik | 1.0.1 | rjson | 0.2.21 |
Süpürge | 1.0.1 | igraph | 1.3.5 | rlang | 1.0.6 |
bslib | 0.4.1 | Gerçekleştirip | 1.0.3 | rlist | 0.4.6.2 |
önbellek | 1.0.6 | ını | 0.3.1 | rmarkdown | 2.18 |
çağıran | 3.7.3 | ipred | 0.9-13 | RODBC | 1.3-19 |
şapka işareti | 6.0-93 | isoband | 0.2.6 | roxygen2 | 7.2.2 |
cellranger | 1.1.0 | Yineleyicilerde | 1.0.14 | rprojroot | 2.0.3 |
cli | 3.4.1 | jquerylib | 0.1.4 | rsample | 1.1.0 |
küçük resim | 0.8.0 | jsonlite | 1.8.3 | rstudioapi | 0,14 |
saat | 0.6.1 | örgü örme | 1.41 | ters çevirmeler | 2.1.2 |
renk alanı | 2.0-3 | Etiketleme | 0.4.2 | rvest | 1.0.3 |
commonmark | 1.8.1 | Sonra | 1.3.0 | Sass | 0.4.4 |
config | 0.3.1 | Lav | 1.7.0 | Terazi | 1.2.1 |
Çakışan | 1.1.0 | lazyeval | 0.2.2 | seçici | 0.4-2 |
Coro | 1.0.3 | Lhs | 1.1.5 | sessioninfo | 1.2.2 |
cpp11 | 0.4.3 | yaşam döngüsü | 1.0.3 | Parlak | 1.7.3 |
Crayon | 1.5.2 | lightgbm | 3.3.3 | Kaydırıcı | 0.3.0 |
kimlik bilgileri | 1.3.2 | dinleyici | 0.8.0 | sourcetools | 0.1.7 |
Karışma | 1.2.0 | lobstr | 1.1.2 | sparklyr | 1.7.8 |
crul | 1.3 | lubridate | 1.9.0 | KAREM | 2021.1 |
Curl | 4.3.3 | magrittr | 2.0.3 | stringi | 1.7.8 |
data.table | 1.14.6 | Haritalar | 3.4.1 | dizeleyici | 1.4.1 |
DBİ | 1.1.3 | not defteri | 2.0.1 | sys | 3.4.1 |
dbplyr | 2.2.1 | Mıme | 0,12 | systemfonts | 1.0.4 |
Desc | 1.4.2 | miniUI | 0.1.1.1 | test edin | 3.1.5 |
geliştirici araçları | 2.4.5 | modeldata | 1.0.1 | metin şekillendirme | 0.3.6 |
Çevirir | 1.1.0 | modelenv | 0.1.0 | Türk | 3.1.8 |
DiceDesign | 1.9 | ModelMetrics | 1.2.2.2 | tidymodels | 1.0.0 |
diffobj | 0.3.5 | modelleyici | 0.1.10 | derleyici | 1.2.1 |
Özet | 0.6.30 | munsell | 0.5.0 | tidyselect | 1.2.0 |
aşağı aydınlatma | 0.4.2 | numDeriv | 2016.8-1.1 | tidyverse | 1.3.2 |
dplyr | 1.0.10 | openssl | 2.0.4 | zaman değişimi | 0.1.1 |
dtplyr | 1.2.2 | paralel olarak | 1.32.1 | timeDate | 4021.106 |
e1071 | 1.7-12 | ayrıştırma | 1.0.3 | tinytex | 0.42 |
üç nokta | 0.3.2 | Patchwork | 1.1.2 | Meşale | 0.9.0 |
değerlendir | 0,18 | Ayağı | 1.8.1 | triebeard | 0.3.0 |
fansi | 1.0.3 | pkgbuild | 1.4.0 | TTR | 0.24.3 |
farver | 2.1.1 | pkgconfig | 2.0.3 | Ayarlamak | 1.0.1 |
fastmap | 1.1.0 | pkgdown | 2.0.6 | tzdb | 0.3.0 |
fontawesome | 0.4.0 | pkgload | 1.3.2 | urlchecker | 1.0.1 |
forcats | 0.5.2 | çizim | 4.10.1 | urltools | 1.7.3 |
foreach | 1.5.2 | plyr | 1.8.8 | usethis | 2.1.6 |
Forge | 0.2.0 | Övgü | 1.0.0 | utf8 | 1.2.2 |
Fs | 1.5.2 | prettyunits | 1.1.1 | uuid | 1.1-0 |
furrr | 0.3.1 | Yordam | 1.18.0 | vctr'lar | 0.5.1 |
Gelecek | 1.29.0 | processx | 3.8.0 | viridisLite | 0.4.1 |
future.apply | 1.10.0 | prodlim | 2019.11.13 | Vroom | 1.6.0 |
Gargara | 1.2.1 | profvis | 0.3.7 | Waldo | 0.4.0 |
Generics | 0.1.3 | ilerleme | 1.2.2 | Warp | 0.2.0 |
gert | 1.9.1 | ilerleme durumu | 0.11.0 | Bıyık | 0.4 |
ggplot2 | 3.4.0 | Söz | 1.2.0.1 | withr | 2.5.0 |
gh | 1.3.1 | Proxy | 0.4-27 | Iş akışı | 1.1.2 |
gistr | 0.9.0 | pryr | 0.1.5 | iş akışı kümeleri | 1.0.0 |
gitcreds | 0.1.2 | Ps | 1.7.2 | xfun | 0,35 |
Globals | 0.16.2 | purrr | 0.3.5 | xgboost | 1.6.0.1 |
Tutkal | 1.6.2 | quantmod | 0.4.20 | XML | 3.99-0.12 |
googledrive | 2.0.0 | r2d3 | 0.2.6 | xml2 | 1.3.3 |
googlesheets4 | 1.0.1 | R6 | 2.5.1 | xopen | 1.0.0 |
Gower | 1.0.0 | ragg | 1.2.4 | xtable | 1.8-4 |
GPfit | 1.0-8 | rappdirs | 0.3.3 | Xts | 0.12.2 |
gtable | 0.3.1 | rbokeh | 0.5.2 | yaml | 2.3.6 |
sabit hat | 1.2.0 | rcmdcheck | 1.4.0 | Kıstas | 1.1.0 |
Haven | 2.5.1 | RColorBrewer | 1.1-3 | Zip | 2.2.2 |
hexbin | 1.28.2 | Rcpp | 1.0.9 | Hayvanat bahçesi | 1.8-11 |
Sonraki adımlar
- Azure Synapse Analytics'te Apache Spark havuzları için kitaplıkları yönetme
- Çalışma alanı paketleri tekerleği (Python), jar (Scala/Java) veya tar.gz (R) yükleme
- Azure PowerShell ve REST API aracılığıyla paketleri yönetme
- Oturum kapsamlı paketleri yönetme
- Apache Spark 3.3.1 Belgeleri
- Apache Spark Kavramları
Apache Spark sürümleri arasında geçiş - destek
Eski çalışma zamanı sürümlerinden Apache Spark 3.3 veya 3.4 için Azure Synapse Runtime'a geçiş hakkında yönergeler için bkz. Apache Spark için Çalışma Zamanına Genel Bakış.
Geri Bildirim
https://aka.ms/ContentUserFeedback.
Çok yakında: 2024 boyunca, içerik için geri bildirim mekanizması olarak GitHub Sorunları’nı kullanımdan kaldıracak ve yeni bir geri bildirim sistemiyle değiştireceğiz. Daha fazla bilgi için bkz.Gönderin ve geri bildirimi görüntüleyin