Platform

Platform Architecture


Cinque Terre

Vanilla Smart Data benefits form all components of Vanilla Galaxy to create full transformations from raw data to data mining and business intelligence analysis. Every module has connectors with the others for smooth and direct process which can be used in production area in your company. It provides secured and fast data streams with an easiest maintenance process than solutions with separated components.

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Vanilla Hub

Vanilla Hub is a platform which allows you to connect to any internet data sources in real time. Data sources stands from social media data ,web sites, economical data, weather data, web data Services. Using Vanilla Hub, you can extract data and run simple transformation on it then store it inside Hadoop.

Vanilla Hub can connect to any internet data source and extract any data stored in database or in document. Vanilla Hub provides main features :

  • Specific boxes to design data collection from various internet data sources
  • Specific boxes to store extracted data into various data storage location, such as standard database, Hadoop/Hdfs location, Hadoop/Hbase database, Solr/Cloud repository, Spark instance, Vanilla Air Data Source, etc ..
  • Support for Vanilla ETL transformation, to embed complex transformation on data and use existing conversion rules declared in Vanilla Architect
  • Work Flow module to design complex Workflow from data extraction to data storage.

Data connectors includes :

  • Weather data : temperature, humidity, rain, wind.
  • Financial data : stock exchange, currency exchange, gold-silver & other rate
  • Social Media data : data from various Site such as Facebook, Twitter, Pinterest, YouTube
  • Website crawling : using either Nutch or standard web crawler, you can extract both webpages and documents, and store them locally or inside an Hadoop/Solr instance
  • Standard connector for leading Erp/Crm platforms
  • Standard connector for leading Platform such as Google Analytics, Nagios

Agila

Agila is a Web User interface to browse Hadoop NoSql database and to run multidimensional Analysis together with creation of dashboards. Agila documents can be shared with other user on the Web or stored inside Vanilla instance for later Business intelligence processing.

Agila is the Social module of Smart Data. Documents & analysis can be:

  • Shared with other users on the Web : any user can get an access to connect on Agila portal and browse a project. This is the easiest way to promote your analysis, by providing direct access to the platform
  • Pushed to AklaBox document management platform : if you want to store the result of an analysis outside of Agila and manage it like a document (word, Pdf), we have the solution for you : publish your analysis on Aklabox, our cloud based document management solution !
  • Promoted on social networks is made easy ! you like an Agila analysis ? just like it on social network like Twitter, Facebook, Google+ …
  • Stored inside Vanilla instance for later Business intelligence processing : if you are lucky to have a Vanilla instance, you can always push your Agila analysis on the Vanilal portal, to share it with registered Vanilla users.

Vanilla Air

Vanilla Air is an innovative and disruptive platform to create, run and deploy R programs and data models, at enterprise level and with advanced features such as Olap view on data, deep integration with Vanilla and Spark, support for clustered architecture, etc …

Vanilla Air is a scalable, full featured, Data Science Component that can help you to classify, cluster and explain your own data, then build predictive models developed using R languages.

Platform includes:

  • DataSet Designer to connect platform with any kind of data, and run simple data analysis model such as correlation between columns, visualize data in cube, run advanced analysis such as cluster or classification
  • Support for Vanilla ETL transformation, to embed complex transformation on data and use existing conversion rules declared in Vanilla Architect
  • Specific boxes to store extracted data into various data storage location, such as standard database, Hadoop/Hdfs location, Hadoop/Hbase database, Solr/Cloud repository, Spark instance, Vanilla Air Data Source, etc ..
  • WorkFlow module to design complex Workflow from data extraction to data storage.
  • WorkSpace to develop, test and deploy R programs, inside a cluster of R servers,

Vanilla Air can manage dataset from :

  • Vanilla Hub dataset or Vanilla ETL dataset.
  • text/excel file, either stored locally or on hadoop/hdfs
  • Social Media data : data from various Site such as Facebook, Twitter, Pinterest, Youtube,
  • standard database, using any jdbc driver.
  • nosql database, including hbase, mongodb.
  • solr index content.

Vanilla Air has deep integration with Spark for data analysis processions and with Vanilla BI to build customer dashboard, cubes or maps interfaces.

Visualizer

Visualizer is our disruptive Dashboard designer, providing solution to design Web based interfaces that combine together

  • Standard and advanced graphs, like gauge, bar, pie, line, heatmap,
  • Standard and advanced statistical visualization, such as scatter plot, boxplot,
  • Maps visualization to display kpi on maps

Visualizer can process R code in real time and adjust the render of any graph displayed in the dashboard. Using Markdown plugin, Dashboard can contain html instruction for advanced layout, and can later be saved in html, word or pdf format.

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