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 Open Studio for Big DataBig Data Entry-LevelBig Data PlatformReal-Time Big Data Platform
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License

Free Open SourceUser-based subscriptionUser-based subscriptionUser-based subscription
Free open source Apache license
Subscription license with warranty and indemnification

Design and Productivity Tools

Generates native Spark Streaming code
Visual mapping for complex XML and EDI on Spark
Spark and MapReduce job designer
Generates native MapReduce and Spark batch code
Hadoop job scheduler with YARN
Hadoop security for Kerberos
Ingestion, loading and unloading data into a data lake
Enterprise Messaging (JMS, ActiveMQ, AMQP)
Eclipse-based developer tooling and job designer
Continuous delivery integration and team collaboration with shared repository
Audit, job compare, impact analysis, testing, debugging, and tuning
Metadata bridge for metadata import/export and centralized metadata management
Distant run and parallelization
Dynamic schema, re-usable joblets, and reference projects
Repository manager
ETL and ELT support
Wizards and interactive data viewer
Versioning
Change data capture (CDC)
Drools business rule management system
Automatic documentation

Components

Hadoop components: HDFS, Hbase, Hive, Pig, Sqoop
File management: open, move, compress, decompress without scripting
Control and orchestrate data flows and data integrations with master jobs
Map, aggregate, sort, enrich, and merge data
Standard support: REST, SOAP, OpenID Connect, OAuth, SAML, STS, WSDL, SWAGGER, and more
Transports/protocols support: HTTP, JMS, MQTT, AMQP, UDP, Apache Kafka, WebSphere MQ, and more
Enterprise Integration Patterns for service mediation, routing, and messaging

Connectors

Cloud: AWS, Microsoft Azure, Google Cloud Platform, and more
Supported big data distributions: Amazon EMR, Azure HDInsight, Cloudera, Google Dataproc, Hortonworks, MapR
Spark MLlib (classification, clustering, recommendation, regression)
NoSQL: Cassandra, Couchbase, DynamoDB, MongoDB, Neo4j, and more
High-Speed messaging components (Kafka, Kinesis, Flume)
RDBMS: Oracle, Teradata, Microsoft SQL server, and more
SaaS: Marketo, Salesforce, NetSuite, and more
Packaged Apps: SAP, Microsoft Dynamics, Sugar CRM, and more
Technologies: Dropbox, Box, SMTP, FTP/SFTP, LDAP, and more
Cleansing, masking, and error resolution
Optional 3rd-party address validation services

Management and Monitoring

High availability, load balancing, failover for jobs
Deployment manager and team collaboration
Talend Administration Center
Amazon EC2 lifecycle control
Execution plan, time, and event-based scheduler
Check points, error recovery
Context management (dev, QA, prod)
Activity Monitoring Console
Log server with dashboard

Data Quality and Governance

Data profiling and analytics with graphical charts and drilldown data
Automate data quality error resolution and enforce rules
Data masking
Data quality portal with monitoring, reporting, and dashboards
Semantic discovery with automatic detection of patterns
Comprehensive survivorship
Data sampling
Enrichment, harmonization, fuzzy matching, and de-duplication

Big Data Quality

Data cleansing, profiling, masking, parsing, and matching on Spark and Hadoop
Machine learning for data matching and deduplication
Support for Cloudera Navigator and Apache Atlas
HDFS file profiling

Advanced Data Profiling

Fraud pattern detection using Benford Law
Advanced statistics with indicator thresholds
Column set analysis
Advanced matching analysis
Time column correlation analysis

Data Preparation and Stewardship

Import, export and combine data from any database, Excel, or CSV file
Import, export and combine CSV, Parquet, and AVRO files from/to Hadoop
Export to Tableau
Self-service on-demand access to sanctioned datasets
Share data preparations and datasets
Operationalize preparations into any big data and cloud integration flow
Run preparations on Apache Beam
Auto-discovery, profiling, smart suggestions, and data visualization
Auto-discovery and auto-profiling of custom semantic types
Smart and selective sampling and full-runs
Data tracking and masking with role-based security
Cleansing and enrichment functions
Data Stewardship App for data curation and certification

ESB Management

JMX monitoring, service activity monitoring
System monitoring
Visibility into live statistics of message flow activity
Integrated artifact repository
Centralized event logging service, provision service
HypericHQ plug-ins
Job conductor
Identity management and authorization
Web services high availability

Support

Self-serviceWeb, emailWeb, email, phoneWeb, email, phone

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