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Spark on Ubuntu Server 20.04 LTS

AskforCloud LLC

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DatabázeAI a strojové učeníCompute
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Spark on Ubuntu Server 20.04 LTS

AskforCloud LLC

Apache Spark™ is an open source unified engine for large-scale data analytics.

Apache Spark™ is an open source multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.

Apache Spark is a unified analytics engine for large-scale data processing. It provides high-level APIs in Java, Scala, Python and R, and an optimized engine that supports general execution graphs. It also supports a rich set of higher-level tools including Spark SQL for SQL and structured data processing, pandas API on Spark for pandas workloads, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for incremental computation and stream processing.

  • Ports - Linux : 22 and Spark Port : 8080
  • Version - Apache Spark 3.3.0
  • Installation directory - "/opt/spark"
  • Access URL- https://Public Ip:8080 or https://Server Ip:8080

    • Key Features :

  • Batch/streaming data - Unify the processing of your data in batches and real-time streaming, using your preferred language: Python, SQL, Scala, Java or R.
  • SQL analytics - Execute fast, distributed ANSI SQL queries for dashboarding and ad-hoc reporting. Runs faster than most data warehouses.
  • Data science at scale - Perform Exploratory Data Analysis (EDA) on petabyte-scale data without having to resort to downsampling.
  • Machine learning - Train machine learning algorithms on a laptop and use the same code to scale to fault-tolerant clusters of thousands of machines.

    • Disclaimer : This Virtual machine offer contains free and open source software. All the softwares, trademarks used in the Virtual machine offer are the exclusive property of their respective owners. Askforcloud LLC does not offer commercial license of the product mentioned above.

    Note :
  • Apache Spark, Spark, Apache, the Apache feather logo, and the Apache Spark project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries.
  • Apache Spark Licensed under the Apache License, Version 2.0.
    • Další informace
    Apache Spark
    https://store-images.s-microsoft.com/image/apps.19015.f8c23175-b101-497b-9ee5-450be28486dd.74bd176e-325b-4f7b-9935-2741ced220a5.01b3a24c-82df-4ac7-a649-3beeaeec94e6
    https://store-images.s-microsoft.com/image/apps.19015.f8c23175-b101-497b-9ee5-450be28486dd.74bd176e-325b-4f7b-9935-2741ced220a5.01b3a24c-82df-4ac7-a649-3beeaeec94e6
    https://store-images.s-microsoft.com/image/apps.12831.f8c23175-b101-497b-9ee5-450be28486dd.74bd176e-325b-4f7b-9935-2741ced220a5.dd67a76f-e114-4ff4-9703-8d9abff21dad