系统环境
OS:TencentOS Server 3.1 (Final)
Java:TencentKonaJDK 11.0.28+1
Scala:2.12.18
Python:3.9.20
镜像内置依赖库
已安装的 Java 和 Scala 库
activation-1.1.1.jaraircompressor-0.27.jaralgebra_2.12-2.0.1.jaraliyun-java-sdk-core-4.5.10.jaraliyun-java-sdk-kms-2.11.0.jaraliyun-java-sdk-ram-3.1.0.jaraliyun-sdk-oss-3.13.0.jaralluxio-core-client-ext-2.9.3-tq-1.1.9.jaralluxio-shaded-client-2.10.0-20231107.094109-1.jaramoro-format-mixed-spark-runtime-3.5-0.8.0.3.jarannotations-17.0.0.jarantlr4-runtime-4.9.3.jarantlr-runtime-3.5.2.jaraopalliance-repackaged-2.6.1.jarargparse4j-0.7.0.jararpack-3.0.3.jararpack_combined_all-0.1.jararrow-format-12.0.1.jararrow-memory-core-12.0.1.jararrow-memory-netty-12.0.1.jararrow-vector-12.0.1.jaraudience-annotations-0.5.0.jaravro-1.11.2.jaravro-ipc-1.11.2.jaravro-mapred-1.11.2.jaraws-java-sdk-bundle-1.11.1026.jarazure-data-lake-store-sdk-2.3.9.jarazure-keyvault-core-1.0.0.jarazure-storage-7.0.1.jarblas-3.0.3.jarbonecp-0.8.0.RELEASE.jarbreeze_2.12-2.1.0.jarbreeze-macros_2.12-2.1.0.jarcaffeine-2.8.0.jarcats-kernel_2.12-2.1.1.jarchdfs_hadoop_plugin_network-2.8.jarchecker-qual-2.10.0.jarchill_2.12-0.10.0.jarchill-java-0.10.0.jarcommons-cli-1.5.0.jarcommons-codec-1.16.1.jarcommons-collections-3.2.2.jarcommons-collections4-4.4.jarcommons-compiler-3.1.9.jarcommons-compress-1.23.0.jarcommons-crypto-1.1.0.jarcommons-dbcp-1.4.jarcommons-httpclient-3.0.1.jarcommons-io-2.16.1.jarcommons-lang-2.6.jarcommons-lang3-3.12.0.jarcommons-logging-1.1.3.jarcommons-math3-3.6.1.jarcommons-pool-1.5.4.jarcommons-pool2-2.11.1.jarcommons-text-1.10.0.jarcompress-lzf-1.1.2.jarcos_api-bundle-5.6.244.4.jarcosn-ranger-interface-1.0.3.jarcurator-client-2.13.0.jarcurator-framework-2.13.0.jarcurator-recipes-2.13.0.jardatanucleus-api-jdo-4.2.4.jardatanucleus-core-4.1.17.jardatanucleus-rdbms-4.1.19.jardatasketches-java-3.3.0.jardatasketches-memory-2.1.0.jarderby-10.14.2.0.jardlc-serde-1.0.1.jardlc-spark-lineage-spark35-1.0.2.jardropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jarerror_prone_annotations-2.3.3.jarfile-level-sasm-3.5.1-dlc-merging-1.0.2.jarflatbuffers-java-1.12.0.jargcs-connector-hadoop3-2.2.14-shaded.jargeotools-wrapper-1.6.1-28.2.jargluten-velox-bundle-spark3.5_2.12-linux_amd64-1.5.0-SNAPSHOT.jargoosefs-client-1.4.2.jargson-2.2.4.jarguava-14.0.1.jarhadoop-aliyun-3.3.2.jarhadoop-annotations-3.3.2.jarhadoop-aws-3.3.2.jarhadoop-azure-3.3.2.jarhadoop-azure-datalake-3.3.2.jarhadoop-client-api-3.3.2.jarhadoop-client-runtime-3.3.2.jarhadoop-cloud-storage-3.3.2.jarhadoop-cos-8.3.22-dlc-m315.jarhadoop-lzo-0.4.20.jarhadoop-openstack-3.3.2.jarhadoop-shaded-guava-1.1.1.jarhbase-client-2.3.5.jarhbase-common-2.3.5.jarhbase-protocol-shaded-2.3.5.jarhbase-shaded-mapreduce-2.3.5.jarhbase-shaded-miscellaneous-3.3.0.jarhbase-shaded-netty-3.3.0.jarhbase-shaded-protobuf-3.3.0.jarhbase-spark-1.0.1-3.2.1-2261.jarhbase-spark-protocol-1.0.1-3.2.1-2261.jarhbase-spark-protocol-shaded-1.0.1-3.2.1-2261.jarHikariCP-2.5.1.jarhive-beeline-2.3.7-dlc-226.jarhive-cli-2.3.7-dlc-226.jarhive-common-2.3.7-dlc-226.jarhive-exec-2.3.7-dlc-226-core.jarhive-hcatalog-core-2.3.7-dlc-226.jarhive-jdbc-2.3.7-dlc-226.jarhive-llap-common-2.3.7-dlc-226.jarhive-metastore-2.3.7-dlc-226.jarhive-serde-2.3.7-dlc-226.jarhive-service-rpc-3.1.3.jarhive-shims-0.23-2.3.7-dlc-226.jarhive-shims-2.3.7-dlc-226.jarhive-shims-common-2.3.7-dlc-226.jarhive-shims-scheduler-2.3.7-dlc-226.jarhive-storage-api-2.8.1.jarhk2-api-2.6.1.jarhk2-locator-2.6.1.jarhk2-utils-2.6.1.jarhtrace-core4-4.1.0-incubating.jarhttpclient-4.5.14.jarhttpcore-4.4.16.jariceberg-extend-f2.9.5.rc0.jariceberg-spark-runtime-3.5_2.12-1.5.0-t281.3-tencent.jarini4j-0.5.4.jaristack-commons-runtime-3.0.8.jarivy-2.5.1.jarjackson-annotations-2.15.2.jarjackson-core-2.15.2.jarjackson-core-asl-1.9.13.jarjackson-databind-2.15.2.jarjackson-dataformat-cbor-2.15.2.jarjackson-dataformat-csv-2.10.5.jarjackson-dataformat-yaml-2.15.2.jarjackson-datatype-jdk8-2.10.5.jarjackson-datatype-jsr310-2.15.2.jarjackson-mapper-asl-1.9.13.jarjackson-module-scala_2.12-2.15.2.jarjakarta.annotation-api-1.3.5.jarjakarta.inject-2.6.1.jarjakarta.servlet-api-4.0.3.jarjakarta.validation-api-2.0.2.jarjakarta.ws.rs-api-2.1.6.jarjakarta.xml.bind-api-2.3.2.jarjanino-3.1.9.jarjavassist-3.29.2-GA.jarjavax.jdo-3.2.0-m3.jarjavolution-5.5.1.jarjaxb-api-2.2.11.jarjaxb-runtime-2.3.2.jarjcl-over-slf4j-2.0.7.jarjdo-api-3.0.1.jarjdom2-2.0.6.jarjersey-client-2.40.jarjersey-common-2.40.jarjersey-container-servlet-2.40.jarjersey-container-servlet-core-2.40.jarjersey-hk2-2.40.jarjersey-server-2.40.jarjettison-1.1.jarjetty-util-9.4.54.v20240208.jarjetty-util-ajax-9.4.54.v20240208.jarJLargeArrays-1.5.jarjline-2.14.6.jarjob-level-sasm-3.5.1-dlc-merging-1.0.2.jarjoda-time-2.12.5.jarjodd-core-3.5.2.jarjopt-simple-5.0.4.jarjpam-1.1.jarjson-1.8.jarjson4s-ast_2.12-3.7.0-M11.jarjson4s-core_2.12-3.7.0-M11.jarjson4s-jackson_2.12-3.7.0-M11.jarjson4s-scalap_2.12-3.7.0-M11.jarjson-serde-1.3.8-jar-with-dependencies.jarjsr305-3.0.0.jarjta-1.1.jarJTransforms-3.1.jarjul-to-slf4j-2.0.7.jarkafka_2.12-2.8.0.jarkafka-clients-2.8.0.jarkafka-metadata-2.8.0.jarkafka-raft-2.8.0.jarkryo-shaded-4.0.2.jarkubernetes-client-6.7.2.jarkubernetes-client-api-6.7.2.jarkubernetes-httpclient-okhttp-6.7.2.jarkubernetes-model-admissionregistration-6.7.2.jarkubernetes-model-apiextensions-6.7.2.jarkubernetes-model-apps-6.7.2.jarkubernetes-model-autoscaling-6.7.2.jarkubernetes-model-batch-6.7.2.jarkubernetes-model-certificates-6.7.2.jarkubernetes-model-common-6.7.2.jarkubernetes-model-coordination-6.7.2.jarkubernetes-model-core-6.7.2.jarkubernetes-model-discovery-6.7.2.jarkubernetes-model-events-6.7.2.jarkubernetes-model-extensions-6.7.2.jarkubernetes-model-flowcontrol-6.7.2.jarkubernetes-model-gatewayapi-6.7.2.jarkubernetes-model-metrics-6.7.2.jarkubernetes-model-networking-6.7.2.jarkubernetes-model-node-6.7.2.jarkubernetes-model-policy-6.7.2.jarkubernetes-model-rbac-6.7.2.jarkubernetes-model-resource-6.7.2.jarkubernetes-model-scheduling-6.7.2.jarkubernetes-model-storageclass-6.7.2.jarkyuubi-spark-authz_2.12-1.7.0-f295.jarkyuubi-spark-sql-engine_2.12-1.8.1-20250610.111909-40.jarlakefs-cosn-client-t2.8.1.jarlapack-3.0.3.jarleveldbjni-all-1.8.jarlibfb303-0.9.3.jarlibthrift-0.12.0.jarlivy-api-v0.8.0-dlc-m315.jarlivy-core_2.12-v0.8.0-dlc-m315.jarlivy-repl_2.12-v0.8.0-dlc-m315.jarlivy-rsc-v0.8.0-dlc-m315.jarlog4j-1.2-api-2.20.0.jarlog4j-api-2.20.0.jarlog4j-core-2.20.0.jarlog4j-slf4j2-impl-2.20.0.jarlogging-interceptor-3.12.12.jarlz4-java-1.8.0.jarmetrics-core-2.2.0.jarmetrics-core-4.2.19.jarmetrics-graphite-4.2.19.jarmetrics-jmx-4.2.19.jarmetrics-json-4.2.19.jarmetrics-jvm-4.2.19.jarminlog-1.3.0.jarmysql-connector-j-8.0.33.jarnetty-all-4.1.96.Final.jarnetty-buffer-4.1.96.Final.jarnetty-codec-4.1.96.Final.jarnetty-codec-http2-4.1.96.Final.jarnetty-codec-http-4.1.96.Final.jarnetty-codec-socks-4.1.96.Final.jarnetty-common-4.1.96.Final.jarnetty-handler-4.1.96.Final.jarnetty-handler-proxy-4.1.96.Final.jarnetty-resolver-4.1.96.Final.jarnetty-transport-4.1.96.Final.jarnetty-transport-classes-epoll-4.1.96.Final.jarnetty-transport-classes-kqueue-4.1.96.Final.jarnetty-transport-native-epoll-4.1.96.Final-linux-aarch_64.jarnetty-transport-native-epoll-4.1.96.Final-linux-x86_64.jarnetty-transport-native-kqueue-4.1.96.Final-osx-aarch_64.jarnetty-transport-native-kqueue-4.1.96.Final-osx-x86_64.jarnetty-transport-native-unix-common-4.1.96.Final.jarobjenesis-3.3.jarokhttp-3.12.12.jarokio-1.17.6.jaropencsv-2.3.jaropentracing-api-0.33.0.jaropentracing-noop-0.33.0.jaropentracing-util-0.33.0.jarorc-core-1.9.4-shaded-protobuf.jarorc-mapreduce-1.9.4-shaded-protobuf.jarorc-shims-1.9.4.jaroro-2.0.8.jarosgi-resource-locator-1.0.3.jarparanamer-2.8.jarparquet-column-1.13.1.jarparquet-common-1.13.1.jarparquet-encoding-1.13.1.jarparquet-format-structures-1.13.1.jarparquet-hadoop-1.13.1.jarparquet-jackson-1.13.1.jarpickle-1.3.jarpolaris-factory-shaded-3.3.7.jarpostgresql-42.2.19.jarpy4j-0.10.9.7.jarRoaringBitmap-0.9.45.jarrocksdbjni-8.3.2.jarscala-collection-compat_2.12-2.7.0.jarscala-compiler-2.12.18.jarscala-java8-compat_2.12-0.9.1.jarscala-library-2.12.18.jarscala-logging_2.12-3.9.2.jarscala-parser-combinators_2.12-2.3.0.jarscala-reflect-2.12.18.jarscala-xml_2.12-2.1.0.jarsedona-spark-shaded-3.5_2.12-1.6.1-202408.jarshims-0.9.45.jarslf4j-api-2.0.7.jarslf4j-log4j12-1.7.9.jarsnakeyaml-2.0.jarsnakeyaml-engine-2.6.jarsnappy-java-1.1.10.5.jarspark-analysis-listener-common-1.0.1.jarspark-analysis-listener-core-1.0.9.jarspark-avro_2.12-3.5.3-dlc.jarspark-catalog-plugins-release-dlc-3.5.3-m315.jarspark-catalyst_2.12-3.5.3-dlc.jarspark-common-utils_2.12-3.5.3-dlc.jarspark-core_2.12-3.5.3-dlc.jarspark-doris-connector-3.1_2.12-1.3.1-dlc-f280.jarspark-graphx_2.12-3.5.3-dlc.jarspark-hadoop-cloud_2.12-3.5.3-dlc.jarspark-hive_2.12-3.5.3-dlc.jarspark-hive-thriftserver_2.12-3.5.3-dlc.jarspark-kubernetes_2.12-3.5.3-dlc.jarspark-kvstore_2.12-3.5.3-dlc.jarspark-launcher_2.12-3.5.3-dlc.jarspark-mllib_2.12-3.5.3-dlc.jarspark-mllib-local_2.12-3.5.3-dlc.jarspark-network-common_2.12-3.5.3-dlc.jarspark-network-shuffle_2.12-3.5.3-dlc.jarspark-repl_2.12-3.5.3-dlc.jarspark-sketch_2.12-3.5.3-dlc.jarspark-sql_2.12-3.5.3-dlc.jarspark-sql-api_2.12-3.5.3-dlc.jarspark-sql-executor-1.0.1.jarspark-sql-kafka-0-10_2.12-3.5.3-dlc.jarspark-streaming_2.12-3.5.3-dlc.jarspark-streaming-kafka-0-10_2.12-3.5.3-dlc.jarspark-tags_2.12-3.5.3-dlc.jarspark-token-provider-kafka-0-10_2.12-3.5.3-dlc.jarspark-unsafe_2.12-3.5.3-dlc.jarspire_2.12-0.17.0.jarspire-macros_2.12-0.17.0.jarspire-platform_2.12-0.17.0.jarspire-util_2.12-0.17.0.jarST4-4.0.4.jarstax-api-1.0.1.jarstream-2.9.6.jarsuper-csv-2.2.0.jartask-level-sasm-3.5.1-dlc-merging-1.0.2.jartdsql-pg-connector-java8-1.1.3.jarthreeten-extra-1.7.1.jartink-1.9.0.jartransaction-api-1.1.jarunivocity-parsers-2.9.1.jarwildfly-openssl-1.0.7.Final.jarxbean-asm9-shaded-4.23.jarxz-1.9.jarzjsonpatch-0.3.0.jarzookeeper-3.6.3.jarzookeeper-jute-3.6.3.jarzstd-jni-1.5.5-4.jar
已安装的 Pytho库
Package Version---------------------------------- --------------aiohappyeyeballs 2.6.1aiohttp 3.11.2aiosignal 1.4.0alembic 1.16.5anyio 4.10.0argon2-cffi 25.1.0argon2-cffi-bindings 25.1.0arrow 1.3.0asttokens 3.0.0async-lru 2.0.5async-timeout 5.0.1attrs 25.3.0babel 2.17.0beautifulsoup4 4.13.5bleach 6.2.0blinker 1.9.0cachetools 5.5.2certifi 2025.8.3cffi 2.0.0charset-normalizer 3.4.3click 8.1.8cloudpickle 3.1.1comm 0.2.3confluent-kafka 2.11.1contourpy 1.3.0cos_python_sdk_v5 1.9.38coscmd 1.9.0.6crcmod 1.7cycler 0.12.1databricks-sdk 0.66.0DateTime 5.5debugpy 1.8.17decorator 5.2.1defusedxml 0.7.1dlcmagic 1.0.8.post2docker 7.1.0exceptiongroup 1.3.0executing 2.2.1fastjsonschema 2.21.2Flask 3.1.2fonttools 4.60.0fqdn 1.5.1frozenlist 1.7.0gitdb 4.0.12GitPython 3.1.45google-auth 2.40.3graphene 3.4.3graphql-core 3.2.6graphql-relay 3.2.0greenlet 3.2.4grpcio 1.75.0gunicorn 23.0.0h11 0.16.0httpcore 1.0.9httpx 0.28.1idna 3.10importlib_metadata 8.7.0importlib_resources 6.5.2ipykernel 6.30.1ipython 8.18.1isoduration 20.11.0itsdangerous 2.2.0jedi 0.19.2Jinja2 3.1.6joblib 1.5.2json5 0.12.1jsonpointer 3.0.0jsonschema 4.25.1jsonschema-specifications 2025.9.1jupyter_client 8.6.3jupyter_core 5.8.1jupyter-events 0.12.0jupyter-lsp 2.2.6jupyter_server 2.17.0jupyter_server_terminals 0.5.3jupyterlab 4.4.7jupyterlab_pygments 0.3.0jupyterlab_server 2.27.3kiwisolver 1.4.7lark 1.3.0Mako 1.3.10Markdown 3.9MarkupSafe 3.0.2matplotlib 3.9.4matplotlib-inline 0.1.7mistune 3.1.4mlflow 2.17.2mlflow-skinny 2.17.2multidict 6.6.4nbclient 0.10.2nbconvert 7.16.6nbformat 5.10.4nest-asyncio 1.6.0notebook 7.4.5notebook_shim 0.2.4numpy 1.24.2opentelemetry-api 1.37.0opentelemetry-sdk 1.37.0opentelemetry-semantic-conventions 0.58b0overrides 7.7.0packaging 24.2pandas 1.5.3pandocfilters 1.5.1parso 0.8.5pexpect 4.9.0pillow 11.3.0pip 25.2platformdirs 4.4.0prettytable 3.16.0prometheus_client 0.23.1prompt_toolkit 3.0.52propcache 0.3.2protobuf 5.29.5psutil 7.1.0psycopg2-binary 2.9.5ptyprocess 0.7.0pure_eval 0.2.3pyarrow 11.0.0pyasn1 0.6.1pyasn1_modules 0.4.2pycparser 2.23pycryptodome 3.23.0Pygments 2.19.2PyMySQL 1.0.2pyparsing 3.2.5python-dateutil 2.9.0.post0python-json-logger 3.3.0pytz 2025.2PyYAML 6.0.2pyzmq 27.1.0referencing 0.36.2requests 2.32.5rfc3339-validator 0.1.4rfc3986-validator 0.1.1rfc3987-syntax 1.1.0rpds-py 0.27.1rsa 4.9.1scikit-learn 1.6.1scipy 1.13.1Send2Trash 1.8.3setuptools 80.9.0six 1.17.0smmap 5.0.2sniffio 1.3.1soupsieve 2.8SQLAlchemy 2.0.3sqlparse 0.5.3stack-data 0.6.3tabulate 0.9.0tencentcloud-dlc-udf 1.0.0tencentcloud-dlc-udf-runtime 1.0.6tencentcloud-dlc-utils 1.0.5tencentcloud-sdk-python-common 3.0.1464tencentcloud-sdk-python-ssm 3.0.1459terminado 0.18.1threadpoolctl 3.6.0tinycss2 1.4.0tomli 2.2.1tornado 6.5.2tqdm 4.67.1traitlets 5.14.3types-python-dateutil 2.9.0.20250822typing_extensions 4.15.0uri-template 1.3.0urllib3 1.26.20wcwidth 0.2.14webcolors 24.11.1webencodings 0.5.1websocket-client 1.8.0Werkzeug 3.1.3xmltodict 1.0.2yarl 1.20.1zipp 3.23.0zope.interface 8.0