Azure Synapse Runtime para Apache Spark 2.4 (desabilitado)
O Azure Synapse Analytics dá suporte a vários runtimes para o Apache Spark. Este documento abrange os componentes e as versões de runtime do Azure Synapse Runtime para Apache Spark 2.4.
Cuidado
Notificação de desabilitação para o Azure Synapse Runtime para Apache Spark 2.4
- A partir de 23 de agosto de 2024, o Azure Synapse Runtime para Apache Spark 2.4 foi desabilitado.
O Azure Synapse Runtime para Apache Spark 2.4 foi substituído por uma versão mais recente do runtime (Azure Synapse Runtime para Apache Spark 3.4 (GA).
Em 29 de julho de 2022, anunciamos que o Azure Synapse Runtime para Apache Spark 2.4 seria preterido a partir de 29 de setembro de 2023.
Após 29 de setembro de 2023, o suporte terminou. O uso do Spark 2.4 após a data de corte do suporte é por conta própria e risco do usuário.
Anúncios sobre a descontinuação do 2.4 também foram adicionados ao produto. O ciclo de vida do Synapse Spark afirma que, para runtimes preteridos, "as definições do Pool do Spark e os metadados associados permanecerão no workspace do Synapse por um período definido após a data de fim do suporte aplicável. No entanto, todos os pipelines, jobs e notebooks não poderão mais ser executados".
Para obter diretrizes de migração, consulte a postagem no blog Atualizar para runtimes do Azure Synapse para Apache Spark 3.4 e substituição de runtimes anteriores – Microsoft Community Hub .
Versões do componente
| Componente | Versão |
|---|---|
| Apache Spark | 2.4.8 |
| Sistema operacional | Ubuntu 16.04 |
| Java | 1.8.0_272 |
| Scala | 2,11 |
| .NET Core | 3.1 |
| .NET | 1.0.0 |
| Delta Lake | 0,6 |
| Python | 3,6 |
Observação
A seguir estão as alterações recentes na biblioteca de runtime do Python do Apache Spark 2.4:
Modificações:
- conda 4.3.21 --> 4.9.2
- libgcc-ng 9.3.0 --> 12.1.0
- libgfortran-ng 9.3.0 --> 7.5.0
- libgomp=9.3.0 --> 12.1.0
- nest-asyncio 1.5.5 --> 1.5.6
Novas adições:
- cached_property=1.5.2
- backports-entry-points-selectable=1.1.1
Bibliotecas do Scala e Java
HikariCP-java7-2.4.12.jar
JavaEWAH-0.3.2.jar
RoaringBitmap-0.7.45.jar
ST4-4.0.4.jar
SparkCustomEvents-2.0.0.jar
TokenLibrary-assembly-1.0.jar
VegasConnector-1.0.21.1.jar
accessors-smart-1.2.jar
activation-1.1.1.jar
aircompressor-0.10.jar
antlr-2.7.7.jar
antlr-runtime-3.4.jar
antlr4-runtime-4.7.jar
aopalliance-1.0.jar
aopalliance-repackaged-2.4.0-b34.jar
apache-log4j-extras-1.2.17.jar
apacheds-i18n-2.0.0-M15.jar
apacheds-kerberos-codec-2.0.0-M15.jar
api-asn1-api-1.0.0-M20.jar
api-util-1.0.0-M20.jar
arpack_combined_all-0.1.jar
arrow-format-0.10.0.jar
arrow-memory-0.10.0.jar
arrow-vector-0.10.0.jar
audience-annotations-0.5.0.jar
avro-1.8.2.jar
avro-ipc-1.8.2.jar
avro-mapred-1.8.2-hadoop2.jar
aws-java-sdk-bundle-1.11.271.jar
azure-eventhubs-3.2.2.jar
azure-eventhubs-spark_2.11-2.3.18.jar
azure-keyvault-core-1.0.0.jar
azure-storage-7.0.1.jar
bonecp-0.8.0.RELEASE.jar
breeze-macros_2.11-0.13.2.jar
breeze_2.11-0.13.2.jar
calcite-avatica-1.2.0-incubating.jar
calcite-core-1.2.0-incubating.jar
calcite-linq4j-1.2.0-incubating.jar
cardinalestimate_2.11-0.1-uber.jar
chill-java-0.9.3.jar
chill_2.11-0.9.3.jar
client-sdk-1.11.0.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-3.0.9.jar
commons-compress-1.8.1.jar
commons-configuration-1.6.jar
commons-crypto-1.0.0.jar
commons-dbcp-1.4.jar
commons-digester-1.8.jar
commons-httpclient-3.1.jar
commons-io-2.4.jar
commons-lang-2.6.jar
commons-lang3-3.5.jar
commons-logging-1.1.3.jar
commons-math3-3.4.1.jar
commons-net-3.1.jar
commons-pool-1.5.4.jar
compress-lzf-1.0.3.jar
config-1.3.4.jar
core-1.1.2.jar
cosmos-analytics-spark-connector-assembly-1.4.5.jar
curator-client-2.7.1.jar
curator-framework-2.7.1.jar
curator-recipes-2.7.1.jar
datanucleus-api-jdo-3.2.6.jar
datanucleus-core-3.2.10.jar
datanucleus-rdbms-3.2.9.jar
delta-core_2.11-0.6.1.1.jar
derby-10.12.1.1.jar
ehcache-3.3.1.jar
eigenbase-properties-1.1.5.jar
flatbuffers-1.2.0-3f79e055.jar
fluent-logger-jar-with-dependencies.jar
geronimo-jcache_1.0_spec-1.0-alpha-1.jar
gson-2.2.4.jar
guava-14.0.1.jar
guice-3.0.jar
guice-servlet-3.0.jar
hadoop-annotations-2.9.1.2.6.99.201-34744923.jar
hadoop-auth-2.9.1.2.6.99.201-34744923.jar
hadoop-aws-2.9.1.2.6.99.201-34744923.jar
hadoop-azure-2.9.1.2.6.99.201-34744923.jar
hadoop-client-2.9.1.2.6.99.201-34744923.jar
hadoop-common-2.9.1.2.6.99.201-34744923.jar
hadoop-hdfs-client-2.9.1.2.6.99.201-34744923.jar
hadoop-mapreduce-client-app-2.9.1.2.6.99.201-34744923.jar
hadoop-mapreduce-client-common-2.9.1.2.6.99.201-34744923.jar
hadoop-mapreduce-client-core-2.9.1.2.6.99.201-34744923.jar
hadoop-mapreduce-client-jobclient-2.9.1.2.6.99.201-34744923.jar
hadoop-mapreduce-client-shuffle-2.9.1.2.6.99.201-34744923.jar
hadoop-openstack-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-api-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-client-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-common-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-registry-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-server-common-2.9.1.2.6.99.201-34744923.jar
hadoop-yarn-server-web-proxy-2.9.1.2.6.99.201-34744923.jar
hdinsight-spark-metrics_2_4-2.1.jar
hive-beeline-1.2.1.spark2.jar
hive-cli-1.2.1.spark2.jar
hive-exec-1.2.1.spark2.jar
hive-jdbc-1.2.1.spark2.jar
hive-metastore-1.2.1.spark2.jar
hk2-api-2.4.0-b34.jar
hk2-locator-2.4.0-b34.jar
hk2-utils-2.4.0-b34.jar
hppc-0.7.2.jar
htrace-core4-4.1.0-incubating.jar
httpclient-4.5.6.jar
httpcore-4.4.10.jar
hyperspace-core_2.11-0.4.0.1.jar
impulse-core_2.11-0.1.2.jar
isolation-forest_2.4.3_2.11-0.3.2.jar
ivy-2.4.0.jar
jackson-annotations-2.6.7.jar
jackson-core-2.6.7.jar
jackson-core-asl-1.9.13.jar
jackson-databind-2.6.7.3.jar
jackson-jaxrs-1.9.13.jar
jackson-mapper-asl-1.9.13.jar
jackson-module-paranamer-2.7.9.jar
jackson-module-scala_2.11-2.6.7.1.jar
jackson-xc-1.9.13.jar
janino-3.0.9.jar
javassist-3.18.1-GA.jar
javax.annotation-api-1.2.jar
javax.inject-1.jar
javax.inject-2.4.0-b34.jar
javax.servlet-api-3.1.0.jar
javax.ws.rs-api-2.0.1.jar
javolution-5.5.1.jar
jaxb-api-2.2.2.jar
jcip-annotations-1.0-1.jar
jcl-over-slf4j-1.7.16.jar
jdo-api-3.0.1.jar
jersey-client-2.22.2.jar
jersey-common-2.22.2.jar
jersey-container-servlet-2.22.2.jar
jersey-container-servlet-core-2.22.2.jar
jersey-guava-2.22.2.jar
jersey-media-jaxb-2.22.2.jar
jersey-server-2.22.2.jar
jetty-6.1.26.jar
jetty-sslengine-6.1.26.jar
jetty-util-6.1.26.jar
jline-2.14.6.jar
joda-time-2.9.3.jar
jodd-core-3.5.2.jar
jpam-1.1.jar
jsch-0.1.54.jar
json-20090211.jar
json-simple-1.1.jar
json-smart-2.3.jar
json4s-ast_2.11-3.5.3.jar
json4s-core_2.11-3.5.3.jar
json4s-jackson_2.11-3.5.3.jar
json4s-scalap_2.11-3.5.3.jar
jsp-api-2.1.jar
jsr305-1.3.9.jar
jta-1.1.jar
jtransforms-2.4.0.jar
jul-to-slf4j-1.7.16.jar
kryo-shaded-4.0.2.jar
kusto-data-2.4.1.jar
kusto-ingest-2.4.1.jar
kusto-spark_2.4_2.11-2.5.1.jar
leveldbjni-all-1.8.jar
libfb303-0.9.3.jar
libthrift-0.9.3.jar
libuxsock.so
lightgbmlib-2.3.180.jar
log4j-1.2.17.jar
lz4-java-1.4.0.jar
machinist_2.11-0.6.1.jar
macro-compat_2.11-1.1.1.jar
mdsdclientdynamic-2.0.jar
metrics-core-3.1.5.jar
metrics-graphite-3.1.5.jar
metrics-json-3.1.5.jar
metrics-jvm-3.1.5.jar
microsoft-catalog-metastore-client-1.0.44.jar
microsoft-log4j-etwappender-1.0.jar
microsoft-spark.jar
minlog-1.3.0.jar
mmlspark_2.11-1.0.0-rc3-6-0a30d1ae-SNAPSHOT.jar
mssql-jdbc-8.4.1.jre8.jar
mysql-connector-java-8.0.18.jar
netty-3.9.9.Final.jar
netty-all-4.1.42.Final.jar
nimbus-jose-jwt-4.41.1.jar
notebook-utils-2.4.4-20210430.2.jar
objenesis-2.5.1.jar
okhttp-2.7.5.jar
okio-1.6.0.jar
opencsv-2.3.jar
opencv-3.2.0-1.jar
orc-core-1.5.5-nohive.jar
orc-mapreduce-1.5.5-nohive.jar
orc-shims-1.5.5.jar
oro-2.0.8.jar
osgi-resource-locator-1.0.1.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-hadoop-bundle-1.6.0.jar
parquet-jackson-1.10.1.jar
peregrine-spark-0.5.jar
postgresql-42.2.9.jar
protobuf-java-2.5.0.jar
proton-j-0.33.4.jar
py4j-0.10.7.jar
pyrolite-4.13.jar
qpid-proton-j-extensions-1.2.3.jar
scala-compiler-2.11.12.jar
scala-java8-compat_2.11-0.9.0.jar
scala-library-2.11.12.jar
scala-parser-combinators_2.11-1.1.0.jar
scala-reflect-2.11.12.jar
scala-xml_2.11-1.0.5.jar
shapeless_2.11-2.3.2.jar
shims-0.7.45.jar
slf4j-api-1.7.16.jar
slf4j-log4j12-1.7.16.jar
snappy-0.2.jar
snappy-java-1.1.7.3.jar
spark-avro_2.11-2.4.4.2.6.99.201-34744923.jar
spark-catalyst_2.11-2.4.4.2.6.99.201-34744923.jar
spark-cdm-connector-assembly-0.19.1.jar
spark-core_2.11-2.4.4.2.6.99.201-34744923.jar
spark-enhancement_2.11-2.4.4.2.6.99.201-34744923.jar
spark-enhancementui_2.11-1.0.0.jar
spark-graphx_2.11-2.4.4.2.6.99.201-34744923.jar
spark-hive-thriftserver_2.11-2.4.4.2.6.99.201-34744923.jar
spark-hive_2.11-2.4.4.2.6.99.201-34744923.jar
spark-kusto-synapse-connector-0.11.0.jar
spark-kvstore_2.11-2.4.4.2.6.99.201-34744923.jar
spark-launcher_2.11-2.4.4.2.6.99.201-34744923.jar
spark-microsoft-telemetry_2.11-2.4.4.2.6.99.201-34744923.jar
spark-microsoft-tools_2.11-2.4.4.2.6.99.201-34744923.jar
spark-mllib-local_2.11-2.4.4.2.6.99.201-34744923.jar
spark-mllib_2.11-2.4.4.2.6.99.201-34744923.jar
spark-mssql-connector-1.0.0.jar
spark-network-common_2.11-2.4.4.2.6.99.201-34744923.jar
spark-network-shuffle_2.11-2.4.4.2.6.99.201-34744923.jar
spark-repl_2.11-2.4.4.2.6.99.201-34744923.jar
spark-sketch_2.11-2.4.4.2.6.99.201-34744923.jar
spark-sql_2.11-2.4.4.2.6.99.201-34744923.jar
spark-streaming_2.11-2.4.4.2.6.99.201-34744923.jar
spark-tags_2.11-2.4.4.2.6.99.201-34744923.jar
spark-unsafe_2.11-2.4.4.2.6.99.201-34744923.jar
spark-yarn_2.11-2.4.4.2.6.99.201-34744923.jar
spark_diagnostic_cli-1.0.3_spark-2.4.5.jar
spire-macros_2.11-0.13.0.jar
spire_2.11-0.13.0.jar
spray-json_2.11-1.3.2.jar
sqlanalyticsconnector-1.0.9.2.6.99.201-34744923.jar
stax-api-1.0-2.jar
stax-api-1.0.1.jar
stax2-api-3.1.4.jar
stream-2.7.0.jar
stringtemplate-3.2.1.jar
structuredstreamforspark_2.11-1.3.2.jar
super-csv-2.2.0.jar
synapse-spark-telemetry_2.11-0.0.4.jar
univocity-parsers-2.7.3.jar
validation-api-1.1.0.Final.jar
vw-jni-8.8.1.jar
wildfly-openssl-1.0.7.Final.jar
woodstox-core-5.0.3.jar
xbean-asm6-shaded-4.8.jar
xmlenc-0.52.jar
xz-1.5.jar
zookeeper-3.4.11.2.6.99.201-34744923.jar
zstd-jni-1.3.2-2.jar
Bibliotecas do Python
- conda:
- _libgcc_mutex=0.1
- _openmp_mutex=4.5
- brotlipy=0.7.0
- c-ares=1.16.1
- ca-certificates=2020.6.20
- cached-property=1.5.2
- cached_property=1.5.2
- certifi=2020.6.20
- cffi=1.14.3
- chardet=3.0.4
- conda=4.9.2
- conda-env=2.6.0
- cryptography=3.1.1
- cytoolz=0.8.2
- gperftools=2.7
- h5py=2.10.0
- hdf5=1.10.6
- idna=2.10
- jpeg=9d
- krb5=1.17.1
- ld_impl_linux-64=2.35
- libblas=3.9.0
- libcblas=3.9.0
- libcurl=7.71.1
- libedit=3.1.20191231
- libev=4.33
- libffi=3.2.1
- libgcc-ng=12.1.0
- libgfortran-ng=7.5.0
- libgfortran4=7.5.0
- libgomp=12.1.0
- libiconv=1.16
- liblapack=3.9.0
- libnghttp2=1.41.0
- libopenblas=0.3.12
- libssh2=1.9.0
- libstdcxx-ng=9.3.0
- ncurses=6.2
- numpy=1.18.5
- openssl=1.1.1h
- perl=5.32.0
- pip=20.2.4
- pycparser=2.20
- pygments=2.7.3
- pyopenssl=19.1.0
- pysocks=1.7.1
- python=3.6.11
- python_abi=3.6
- readline=8.0
- requests=2.24.0
- sentencepiece=0.1.92
- setuptools=41.4.0
- six=1.15.0
- sqlite=3.33.0
- tk=8.6.10
- toolz=0.11.1
- unixodbc=2.3.9
- urllib3=1.25.10
- wheel=0.30.0
- xz=5.2.5
- yaml=0.2.5
- zlib=1.2.11
- pip:
- absl-py==0.11.0
- adal==1.2.4
- adlfs==0.5.5
- aiohttp==3.7.2
- alembic==1.4.1
- altair==4.1.0
- appdirs==1.4.4
- applicationinsights==0.11.9
- argon2-cffi==21.1.0
- asn1crypto==1.4.0
- astor==0.8.1
- astroid==2.4.2
- astunparse==1.6.3
- async-generator==1.10
- async-timeout==3.0.1
- attrs==20.3.0
- azure-common==1.1.25
- azure-core==1.15.0
- azure-datalake-store==0.0.51
- azure-graphrbac==0.61.1
- azure-identity==1.4.1
- azure-mgmt-authorization==0.61.0
- azure-mgmt-containerregistry==2.8.0
- azure-mgmt-keyvault==2.2.0
- azure-mgmt-resource==12.0.0
- azure-mgmt-storage==11.2.0
- azure-storage-blob==12.5.0
- azure-storage-common==2.1.0
- azure-storage-queue==12.1.5
- azureml-automl-core==1.32.0
- azureml-automl-runtime==1.32.0
- azureml-core==1.32.0
- azureml-dataprep==2.18.0
- azureml-dataprep-native==36.0.0
- azureml-dataprep-rslex==1.16.1
- azureml-dataset-runtime==1.32.0
- azureml-defaults==1.32.0
- azureml-interpret==1.32.0
- azureml-mlflow==1.32.0
- azureml-model-management-sdk==1.0.1b6.post1
- azureml-opendatasets==1.32.0
- azureml-pipeline==1.32.0
- azureml-pipeline-core==1.32.0
- azureml-pipeline-steps==1.32.0
- azureml-sdk==1.32.0
- azureml-telemetry==1.32.0
- azureml-train==1.32.0
- azureml-train-automl==1.32.0
- azureml-train-automl-client==1.32.0
- azureml-train-automl-runtime==1.32.0
- azureml-train-core==1.32.0
- azureml-train-restclients-hyperdrive==1.32.0
- backcall==0.2.0
- backports-datetime-fromisoformat==1.0.0
- backports-entry-points-selectable==1.1.1
- backports-tempfile==1.0
- backports-weakref==1.0.post1
- beautifulsoup4==4.9.3
- bitarray==1.6.1
- bleach==4.1.0
- bokeh==2.2.3
- boto==2.49.0
- boto3==1.15.14
- botocore==1.18.14
- bottleneck==1.3.2
- bpemb==0.3.2
- cachetools==4.1.1
- click==7.1.2
- cloudpickle==1.6.0
- configparser==3.7.4
- contextlib2==0.6.0.post1
- contextvars==2.4
- cycler==0.10.0
- cython==0.29.21
- databricks-cli==0.14.0
- dataclasses==0.8
- datashape==0.5.2
- decorator==4.4.2
- defusedxml==0.7.1
- deprecated==1.2.10
- dill==0.3.2
- distlib==0.3.6
- distro==1.5.0
- docker==4.3.1
- docutils==0.16
- dotnetcore2==2.1.17
- entrypoints==0.3
- et-xmlfile==1.0.1
- fastapi==0.63.0
- filelock==3.0.12
- fire==0.3.1
- flair==0.5
- flask==1.0.3
- flatbuffers==2.0
- fsspec==0.8.4
- fusepy==3.0.1
- future==0.18.2
- gast==0.3.3
- gensim==3.8.3
- geographiclib==1.50
- geopy==2.0.0
- gitdb==4.0.5
- gitpython==3.1.11
- google-api-core==1.30.0
- google-auth==1.32.1
- google-auth-oauthlib==0.4.2
- google-pasta==0.2.0
- googleapis-common-protos==1.53.0
- gorilla==0.3.0
- grpcio==1.33.2
- gunicorn==20.1.0
- h11==0.12.0
- heapdict==1.0.1
- html5lib==1.1
- hummingbird-ml==0.0.6
- hyperopt==0.2.5
- idna-ssl==1.1.0
- imageio==2.9.0
- immutables==0.16
- importlib-metadata==1.7.0
- importlib-resources==5.4.0
- interpret-community==0.18.1
- interpret-core==0.2.1
- ipykernel==5.5.3
- ipython==7.8.0
- ipython-genutils==0.2.0
- ipywidgets==7.6.3
- isodate==0.6.0
- isort==5.6.4
- itsdangerous==1.1.0
- jdcal==1.4.1
- jedi==0.18.1
- jeepney==0.4.3
- jinja2==2.11.2
- jmespath==0.10.0
- joblib==0.14.1
- json-logging-py==0.2
- jsonpickle==1.4.1
- jsonschema==3.2.0
- jupyter-client==7.1.2
- jupyter-core==4.9.2
- jupyterlab-pygments==0.1.2
- jupyterlab-widgets==1.1.1
- keras-applications==1.0.8
- keras-preprocessing==1.1.2
- keras2onnx==1.6.0
- kiwisolver==1.3.1
- koalas==1.2.0
- langdetect==1.0.8
- lazy-object-proxy==1.4.3
- liac-arff==2.5.0
- lightgbm==2.3.0
- mako==1.1.3
- markdown==3.3.3
- markupsafe==1.1.1
- matplotlib==3.2.2
- mccabe==0.6.1
- mistune==0.8.4
- mleap==0.16.1
- mlflow==1.18.0
- mlflow-skinny==1.20.2
- more-itertools==8.6.0
- mpld3==0.3
- mpmath==1.1.0
- msal==1.5.0
- msal-extensions==0.2.2
- msrest==0.6.19
- msrestazure==0.6.4
- multidict==5.0.0
- multipledispatch==0.6.0
- mypy==0.780
- mypy-extensions==0.4.3
- nbclient==0.5.9
- nbconvert==6.0.7
- nbformat==5.1.3
- ndg-httpsclient==0.5.1
- nest-asyncio==1.5.6
- networkx==2.5
- nimbusml==1.7.1
- nltk==3.5
- nose==1.3.7
- notebook==6.1.5
- oauthlib==3.1.0
- odo==0.5.0
- olefile==0.46
- onnx==1.7.0
- onnxconverter-common==1.6.0
- onnxmltools==1.4.1
- onnxruntime==1.8.0
- opencensus==0.7.13
- opencensus-context==0.1.2
- opencensus-ext-azure==1.0.8
- openpyxl==3.0.5
- opt-einsum==3.3.0
- packaging==20.4
- pandas==0.25.3
- pandasql==0.7.3
- pandocfilters==1.5.0
- parso==0.8.2
- pathspec==0.8.0
- patsy==0.5.1
- pexpect==4.8.0
- pickleshare==0.7.5
- pillow==8.0.1
- platformdirs==2.4.0
- plotly==4.12.0
- pluggy==0.13.1
- pmdarima==1.1.1
- portalocker==1.7.1
- prometheus-client==0.8.0
- prometheus-flask-exporter==0.18.1
- prompt-toolkit==2.0.10
- protobuf==3.13.0
- psutil==5.7.2
- ptyprocess==0.7.0
- py==1.9.0
- py-cpuinfo==5.0.0
- py4j==0.10.7
- pyarrow==1.0.1
- pyasn1==0.4.8
- pyasn1-modules==0.2.8
- pycrypto==2.6.1
- pydantic==1.9.2
- pyjwt==1.7.1
- pylint==2.6.0
- pymssql==2.1.5
- pyodbc==4.0.30
- pyopencl==2020.1
- pyparsing==2.4.7
- pyrsistent==0.17.3
- pyspark==2.4.5
- pytest==5.3.2
- python-dateutil==2.8.1
- python-editor==1.0.4
- pytools==2021.1
- pytz==2020.1
- pywavelets==1.1.1
- pyyaml==5.3.1
- pyzmq==22.3.0
- querystring-parser==1.2.4
- regex==2020.10.28
- requests-oauthlib==1.3.0
- retrying==1.3.3
- rsa==4.6
- ruamel-yaml==0.16.12
- ruamel-yaml-clib==0.2.2
- s3transfer==0.3.3
- sacremoses==0.0.43
- scikit-image==0.17.2
- scikit-learn==0.22.2.post1
- scipy==1.5.2
- seaborn==0.11.0
- secretstorage==3.1.2
- segtok==1.5.10
- send2trash==1.8.0
- shap==0.34.0
- skl2onnx==1.4.9
- sklearn-pandas==1.7.0
- smart-open==1.9.0
- smmap==3.0.4
- soupsieve==2.0.1
- sqlalchemy==1.3.13
- sqlitedict==1.7.0
- sqlparse==0.4.1
- starlette==0.13.6
- statsmodels==0.10.2
- tabulate==0.8.7
- tb-nightly==1.14.0a20190603
- tensorboard==2.3.0
- tensorboard-plugin-wit==1.7.0
- tensorflow==2.0.1
- tensorflow-estimator==2.3.0
- termcolor==1.1.0
- terminado==0.12.1
- testpath==0.5.0
- textblob==0.15.3
- tf-estimator-nightly==1.14.0.dev2019060501
- tf2onnx==1.7.2
- tifffile==2020.9.3
- tokenizers==0.9.2
- toml==0.10.2
- torch==1.7.0
- tornado==6.1
- tqdm==4.48.2
- traitlets==4.3.3
- transformers==3.4.0
- typed-ast==1.4.1
- typing-extensions==3.7.4.3
- uvicorn==0.13.2
- virtualenv==20.8.1
- wcwidth==0.2.5
- webencodings==0.5.1
- websocket-client==0.57.0
- werkzeug==1.0.1
- widgetsnbextension==3.5.2
- wrapt==1.11.2
- xgboost==0.90
- yarl==1.6.3
- zict==1.0.0
- zipp==3.4.1