Azure Synapse Runtime untuk Apache Spark 2.4 (tidak digunakan lagi)
Azure Synapse Analytics mendukung beberapa runtime untuk Apache Spark. Dokumen ini akan meliputi komponen dan versi runtime untuk Azure Synapse Runtime untuk Apache Spark 2.4.
Perhatian
Pemberitahuan penghentian dan penonaktifan untuk Azure Synapse Runtime untuk Apache Spark 2.4
- Mulai 29 September 2023, Azure Synapse akan menghentikan dukungan resmi untuk Runtime Spark 2.4.
- Pasca 29 September, kami tidak akan membahas tiket dukungan apa pun yang terkait dengan Spark 2.4. Tidak akan ada alur rilis yang diberlakukan untuk perbaikan bug atau keamanan untuk Spark 2.4. Memanfaatkan Spark 2.4 pasca tanggal cutoff dukungan dilakukan dengan risiko seseorang sendiri. Kami sangat mencegah penggunaannya yang berkelanjutan karena potensi masalah keamanan dan fungsionalitas.
- Menyadari bahwa pelanggan tertentu mungkin memerlukan waktu tambahan untuk transisi ke versi runtime yang lebih tinggi, kami untuk sementara memperpanjang opsi penggunaan untuk Spark 2.4, tetapi kami tidak akan memberikan dukungan resmi untuk itu.
- Kami sangat menyarankan untuk meningkatkan beban kerja secara proaktif ke versi runtime yang lebih baru (misalnya, Azure Synapse Runtime untuk Apache Spark 3.4 (GA)).
Versi komponen
| Komponen | Versi |
|---|---|
| Apache Spark | 2.4.8 |
| Sistem Operasi | 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 |
Catatan
Berikut ini adalah perubahan pustaka terbaru untuk runtime Apache Spark 2.4 Python:
Modifikasi:
- 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
Penambahan baru:
- cached_property=1.5.2
- backports-entry-points-selectable=1.1.1
Pustaka Scala dan 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
Pustaka Python
- Conda:
- _libgcc_mutex=0.1
- _openmp_mutex=4.5
- brotlipy=0.7.0
- c-ares=1.16.1
- ca-certificates=2020.6.20
- cacheed-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
- dekorator==4.4.2
- defusedxml==0.7.1
- tidak digunakan lagi==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
- bakat==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
- koala==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
- bantal==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
- coba lagi==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
Langkah berikutnya
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