Spark
 

Connect to live Apache Spark from BI, analytics, and reporting tools through bi-directional data drivers. Maps SQL to Spark SQL


Integrate with BI, Reporting, Analytics, ETL Tools, and Custom Solutions.


"Excellent stuff. I am finally getting the hang of this and it is brilliant may I add!"

- Mark Couvaras, General Manager, Databarracks



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Connect to Apache Spark SQL Data from Anywhere!

Easily access live Apache Spark SQL data from BI, Analytics, Reporting, ETL, & Custom Apps.







Spark Integration Guides and Tutorials

BI & Analytics


Our drivers offer the fastest and easiest way to connect real-time Spark data with BI, analytics, reporting and data visualization technologies. They provide unmatched query performance, comprehensive access to Spark data and metadata, and seamlessly integrate with your favorite analytics tools.

LEARN MORE: Connectivity for BI & Analytics

Popular BI & Analytics Integrations


Alteryx Designer: Prepare, Blend, and Analyze Spark in Alteryx Designer Amazon QuickSight: Build Interactive Dashboards from Spark in Amazon QuickSight Aqua Data Studio: Connect to Spark in Aqua Data Studio AWS Databricks: Process & Analyze Spark Data in Databricks (AWS) Azure Analysis Services: Model Spark Data Using Azure Analysis Services Birst: Build Visualizations of Spark in Birst BIRT: Design BIRT Reports on Spark Clear Analytics: Build Charts with Spark in Clear Analytics Cognos Analytics (On-Prem): Analyze Spark Data in Cognos Analytics DBxtra: Build Dashboards with Spark in DBxtra Domo: Create Datasets from Spark in Domo Workbench Dundas BI: Build Dashboards with Spark in Dundas BI Excel (on Mac OS): Work with Spark Data in MS Excel on Mac OS X FineReport: Feed Spark into FineReport Google Sheets: Access Live Spark in Google Sheets IBM Cognos BI: Create Data Visualizations in Cognos BI with Spark Infragistics Reveal: Analyze Spark Data in Infragistics Reval JasperServer: Create Spark Reports on JasperReports Server Jaspersoft BI Suite: Connect to Spark in Jaspersoft Studio JReport Designer: Integrate with Spark in JReport Designer Klipfolio: Create Spark-Connected Visualizations in Klipfolio KNIME: Enable the Spark JDBC Driver in KNIME LINQPad: Working with Spark in LINQPad Looker: Analyze Spark in Looker Looker Studio: Create Reports from Spark in Looker Studio Metabase: Create Interactive Spark-Connected Metabase Dashboards Microsoft Excel: Excel Spreadsheet Automation with the QUERY Formula Microsoft Excel 365: Access Live Spark Data in Excel 365 Microsoft SSAS: Build an OLAP Cube in SSAS from Spark MicroStrategy: Connect to Live Spark in MicroStrategy through Connect Cloud MicroStrategy: Use the CData JDBC Driver for Spark in MicroStrategy Microstrategy Desktop: Use the CData JDBC Driver for Spark in MicroStrategy Desktop Microstrategy Web: Use the CData JDBC Driver for Spark in MicroStrategy Web Mode Analytics: Create Spark-Connected Visualizations in Mode OBIEE: Spark Reporting in OBIEE with the Spark JDBC Driver pandas: Use pandas to Visualize Spark in Python Pentaho Report Designer: Integrate Spark in the Pentaho Report Designer Power BI Desktop: Author Power BI Reports on Real-Time Spark Power BI Service: Visualize Live Spark in the Power BI Service Qlik Cloud: Create Apps from Spark in Qlik Sense Cloud QlikView: Connect to and Query Spark in QlikView over ODBC R: Analyze Spark in R (JDBC) R: Analyze Spark in R (ODBC) RapidMiner: Connect to Spark in RapidMiner SAP Analytics Cloud: Analyze Spark in SAP Analytics Cloud SAP Business Objects: Create an SAP BusinessObjects Universe on the CData JDBC Driver for Spark SAP Crystal Reports: Publish Reports with Spark in Crystal Reports SAS: Use the CData ODBC Driver for Spark in SAS for Real-Time Reporting and Analytics SAS JMP: Use the CData ODBC Driver for Spark in SAS JMP Sisense: Visualize Live Spark in Sisense Spago BI: Connect to Spark in SpagoBI Tableau: Visualize Spark in Tableau Desktop Tableau Cloud: Build Spark Visualizations in Tableau Cloud Tableau Server: Publish Spark-Connected Dashboards in Tableau Server TIBCO Spotfire: Visualize Spark in TIBCO Spotfire through ADO.NET TIBCO Spotfire Server: Operational Reporting on Spark from Spotfire Server Visio: Link Visio Shapes to Spark Zoho Analytics: Create Spark-Connect Dashboards in Zoho Analytics

ETL, Replication, & Warehousing


From drivers and adapters that extend your favorite ETL tools with Spark connectivity to ETL/ELT tools for replication — our Spark integration solutions provide robust, reliable, and secure data movement.

Connect your RDBMS or data warehouse with Spark to facilitate operational reporting, offload queries and increase performance, support data governance initiatives, archive data for disaster recovery, and more.


Popular Data Warehousing Integrations


Amazon Redshift: Automated Continuous Spark Replication to Amazon Redshift Amazon S3: Automated Continuous Spark Replication to Amazon S3 Apache Airflow: Bridge Spark Connectivity with Apache Airflow Apache Camel: Integrate with Spark using Apache Camel Apache NiFi: Bridge Spark Connectivity with Apache NiFi Apache NiFi Batch Operations: Perform Batch Operations with Spark Data in Apache NiFi AWS Glue: Connect to Spark in AWS Glue Jobs Azure Data Factory: Import Spark Data Using Azure Data Factory Azure Data Lake: Automated Continuous Spark Replication to Azure Data Lake Azure Synapse: Automated Continuous Spark Replication to Azure Synapse BIML: Use Biml to Build SSIS Tasks to Replicate Spark to SQL Server CloverDX: Connect to Spark in CloverDX (formerly CloverETL) Databricks: Automated Continuous Spark Replication to Databricks FoxPro: Work with Spark in FoxPro Google AlloyDB: Automated Continuous Spark Replication to Google AlloyDB Google BigQuery: Automated Continuous Spark Replication to Google BigQuery Google Cloud SQL: Automated Continuous Spark Replication to Google Cloud SQL Google Data Fusion: Build Spark-Connected ETL Processes in Google Data Fusion HULFT Integrate: Connect to Spark in HULFT Integrate Informatica Cloud: Integrate Spark in Your Informatica Cloud Instance Informatica PowerCenter: Create Informatica Mappings From/To a JDBC Data Source for Spark Jaspersoft ETL: Connect to Spark in Jaspersoft Studio Microsoft Excel: Transfer Data from Excel to Spark Microsoft Power Automate: Build Spark-Connected Automated Tasks with Power Automate (Desktop) Oracle Data Integrator: ETL Spark in Oracle Data Integrator petl: Extract, Transform, and Load Spark in Python Replicate to CSV: Replicate Spark to MySQL with PowerShell SAP HANA: Automated Continuous Spark Replication to SAP HANA SingleStore: Automated Continuous Spark Replication to SingleStore SnapLogic: Integrate Spark with External Services using SnapLogic Snowflake: Automated Continuous Spark Replication to Snowflake SQL Server Linked Server: Connect to Spark as a SQL Server Linked Server Talend: Connect to Spark and Transfer Data in Talend UiPath Studio: Create an RPA Flow that Connects to Spark in UiPath Studio Vertica: Automated Continuous Spark Replication to a Vertica Database

Workflow & Automation Tools


Connect to Spark from popular data migration, ESB, iPaaS, and BPM tools.

Our drivers and adapters provide straightforward access to Spark data from popular applications like BizTalk, MuleSoft, SQL SSIS, Microsoft Flow, Power Apps, Talend, and many more.

Popular Workflow & Automation Tool Integrations


MuleSoft Anypoint: Access Spark in Anypoint Using SQL Nintex Workflow Cloud: Build Spark-Connected Workflows in Nintex Power Automate: Integrate Spark into Power Automate Automated Tasks SSIS Export: Export Data from SQL Server to Spark through SSIS SSIS Import: Import Spark Data into SQL Server using SSIS SSIS Lookup: Insert New or Update Existing Spark Records from SQL Server

Developer Tools & Technologies


The easiest way to integrate with Spark from anywhere. Our Spark drivers offer a data-centric model for Spark that dramatically simplifies integration — allowing developers to build higher quality applications, faster than ever before. Learn more about the benefits for developers:



Popular Developer Integrations


.NET Charts: DataBind Charts to Spark .NET QueryBuilder: Rapidly Develop Spark-Driven Apps with Active Query Builder Apache Spark: Work with Spark in Apache Spark Using SQL AppSheet: Create Spark-Connected Business Apps in AppSheet Bubble.io: Build Spark-Connected Apps in Bubble Choreo: Build Custom Apps on Spark Data in Choreo ColdFusion: Query Spark in ColdFusion Using JDBC ColdFusion: Query Spark in ColdFusion Using ODBC Dash: Use Dash & Python to Build Web Apps on Spark DevExpress: DataBind Spark to the DevExpress Data Grid EF - Code First: Access Spark with Entity Framework 6 EF - LINQ: LINQ to Spark EF - MVC: Build MVC Applications with Connectivity to Spark Filemaker Pro: Bidirectional Access to Spark from FileMaker Pro Filemaker Pro (on Mac): Bidirectional Access to Spark from FileMaker Pro (on Mac) Go: Write a Simple Go Application to work with Spark on Linux Google Apps Script: Connect to Spark in Google Apps Script Hibernate: Object-Relational Mapping (ORM) with Spark Entities in Java IntelliJ: Connect to Spark in IntelliJ JBoss: Connect to Spark from a Connection Pool in JBoss JDBI: Create a Data Access Object for Spark using JDBI JRuby: Connect to Spark in JRuby Mendix: Build Spark-Connected Apps in Mendix Microsoft Power Apps: Integrate Live Spark into Custom Business Apps Built in Power Apps NodeJS: Query Spark in Node.js (via Connect Cloud) NodeJS: Query Spark through ODBC in Node.js OutSystems: Create Spark-Connected Enterprise Applications in OutSystems PHP: Natively Connect to Spark in PHP PowerBuilder: Connect to Spark from PowerBuilder PowerShell: Pipe Spark to CSV in PowerShell PyCharm: Using the CData ODBC Driver for Spark in PyCharm Python: Connect to Spark in Python on Linux/UNIX Ruby: Connect to Spark in Ruby RunMyProcess: Connect to Spark in RunMyProcess RunMyProcess DSEC: Connect to Spark in DigitalSuite Studio through RunMyProcess DSEC Servoy: Build Spark-Connected Apps in Servoy Spring Boot: Access Live Spark Data in Spring Boot Apps SQLAlchemy: Use SQLAlchemy ORMs to Access Spark in Python Tomcat: Configure the CData JDBC Driver for Spark in a Connection Pool in Tomcat Unqork: Create Spark-Connected Applications in Unqork VCL App (RAD Studio): Build a Simple VCL Application for Spark WebLogic: Connect to Spark from a Connection Pool in WebLogic


When Only the Best Spark Drivers Will Do

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Industry-Leading Support

Support is not just a part of our business, support is our business. Whenever you need help, please consult the resources below:

Using the Spark Drivers