Apache Spark

Apache Spark

Apache Software Foundation

About

Apache Spark™ is a unified analytics engine for large-scale data processing. Apache Spark achieves high performance for both batch and streaming data, using a state-of-the-art DAG scheduler, a query optimizer, and a physical execution engine. Spark offers over 80 high-level operators that make it easy to build parallel apps. And you can use it interactively from the Scala, Python, R, and SQL shells. Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. You can combine these libraries seamlessly in the same application. Spark runs on Hadoop, Apache Mesos, Kubernetes, standalone, or in the cloud. It can access diverse data sources. You can run Spark using its standalone cluster mode, on EC2, on Hadoop YARN, on Mesos, or on Kubernetes. Access data in HDFS, Alluxio, Apache Cassandra, Apache HBase, Apache Hive, and hundreds of other data sources.

About

Encrypt application tablespaces to prevent out-of-band access to sensitive data using Oracle Advanced Security. Redaction policies prevent the proliferation of sensitive data and aid in compliance with data protection regulations. Transparent Data Encryption (TDE) stops would-be attackers from bypassing the database and reading sensitive information directly from storage by enforcing data-at-rest encryption in the database layer. Encrypt individual data columns, entire tablespaces, database exports, and backups to control access to sensitive data. Data Redaction complements TDE by reducing the risk of unauthorized data exposure in applications, redacting sensitive data before it leaves the database. Partial or full redaction prevents large-scale extraction of sensitive data into reports and spreadsheets. Encryption is implemented at the database kernel level, eliminating the need for any changes to applications.

About

PySpark is an interface for Apache Spark in Python. It not only allows you to write Spark applications using Python APIs, but also provides the PySpark shell for interactively analyzing your data in a distributed environment. PySpark supports most of Spark’s features such as Spark SQL, DataFrame, Streaming, MLlib (Machine Learning) and Spark Core. Spark SQL is a Spark module for structured data processing. It provides a programming abstraction called DataFrame and can also act as distributed SQL query engine. Running on top of Spark, the streaming feature in Apache Spark enables powerful interactive and analytical applications across both streaming and historical data, while inheriting Spark’s ease of use and fault tolerance characteristics.

About

Enjoy the highest performance and unlimited possibilities when working with SQL Server. SQL Server Data Access Components (SDAC) is a library of components that provides native connectivity to SQL Server from Delphi and C++Builder including Community Edition, as well as Lazarus (and Free Pascal) for Windows, Linux, macOS, iOS, and Android for both 32-bit and 64-bit platforms. SDAC-based applications connect to SQL Server directly through OLE DB, which is a native SQL Server interface. SDAC is designed to help programmers develop faster and cleaner SQL Server database applications. SDAC, a high-performance, and feature-rich SQL Server connectivity solution is a complete replacement for standard SQL Server connectivity solutions and presents an efficient native alternative to the Borland Database Engine (BDE) and standard dbExpress driver for access to SQL Server. SDAC-based DB applications are easy to deploy, and do not require the installation of other data provider layers.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Organizations that want a unified analytics engine for large-scale data processing

Audience

Companies that want to stop attackers from bypassing the database and reading sensitive information

Audience

Application development solution for DevOps teams

Audience

Programmers in need of a tool to develop faster and cleaner SQL Server database applications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Pricing

$199.95 per year
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Apache Software Foundation
Founded: 1999
United States
spark.apache.org

Company Information

Oracle
Founded: 1977
United States
www.oracle.com/security/database-security/advanced-security/

Company Information

PySpark
spark.apache.org/docs/latest/api/python/

Company Information

Devart
Founded: 1997
Czech Republic
www.devart.com/sdac/

Alternatives

dbt

dbt

dbt Labs

Alternatives

Alternatives

Alternatives

AWS Glue

AWS Glue

Amazon
MLlib

MLlib

Apache Software Foundation
Apache Spark

Apache Spark

Apache Software Foundation
Spark Streaming

Spark Streaming

Apache Software Foundation

Categories

Categories

Categories

Categories

Streaming Analytics Features

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

Integrations

Amazon EC2
Amazon EMR
Amazon SageMaker Data Wrangler
Apache Doris
Apache Kudu
IBM Intelligent Operations Center for Emergency Mgmt
JupyterLab
Kubernetes
Onehouse
Oracle Cloud Infrastructure Data Flow
Oracle Exadata
Pavilion HyperOS
Precisely Connect
RazorThink
Stackable
Tonic Ephemeral
Vaultspeed
Zepl
definity

Integrations

Amazon EC2
Amazon EMR
Amazon SageMaker Data Wrangler
Apache Doris
Apache Kudu
IBM Intelligent Operations Center for Emergency Mgmt
JupyterLab
Kubernetes
Onehouse
Oracle Cloud Infrastructure Data Flow
Oracle Exadata
Pavilion HyperOS
Precisely Connect
RazorThink
Stackable
Tonic Ephemeral
Vaultspeed
Zepl
definity

Integrations

Amazon EC2
Amazon EMR
Amazon SageMaker Data Wrangler
Apache Doris
Apache Kudu
IBM Intelligent Operations Center for Emergency Mgmt
JupyterLab
Kubernetes
Onehouse
Oracle Cloud Infrastructure Data Flow
Oracle Exadata
Pavilion HyperOS
Precisely Connect
RazorThink
Stackable
Tonic Ephemeral
Vaultspeed
Zepl
definity

Integrations

Amazon EC2
Amazon EMR
Amazon SageMaker Data Wrangler
Apache Doris
Apache Kudu
IBM Intelligent Operations Center for Emergency Mgmt
JupyterLab
Kubernetes
Onehouse
Oracle Cloud Infrastructure Data Flow
Oracle Exadata
Pavilion HyperOS
Precisely Connect
RazorThink
Stackable
Tonic Ephemeral
Vaultspeed
Zepl
definity
Claim Apache Spark and update features and information
Claim Apache Spark and update features and information
Claim Oracle Advanced Security and update features and information
Claim Oracle Advanced Security and update features and information
Claim PySpark and update features and information
Claim PySpark and update features and information
Claim SQL Server Data Access Components and update features and information
Claim SQL Server Data Access Components and update features and information