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License

Free Open SourceUser-based subscriptionUser-based subscriptionUser-based subscription
2 free Data Preparation and 2 free Data Stewardship licenses with any Talend subscription
Free open source Apache license
Available as downloadable software
Subscription license with warranty and indemnification
Available as cloud service and downloadable software

Design and Productivity Tools

Generates native MapReduce and Spark batch code
Generates native Spark Streaming code
Visual mapping for complex XML and EDI on Spark
Spark and MapReduce job designer
Serverless Spark processing through Databricks and Qubole
Dynamic distribution support
Hadoop job scheduler with YARN
Hadoop security for Kerberos
Ingestion, loading, and unloading data into a data lake
Graphical design environment
Team collaboration with shared repository
Continuous integration / Continuous delivery
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)
Automatic documentation
Customizable assessment
Pattern library

Connectors

Cloud: AWS, Microsoft Azure, Google Cloud Platform, and more
Supported big data distributions: Amazon EMR, Azure HDInsight, Cloudera, Google Dataproc, Hortonworks, MapR
Serverless: Cloudera Altus, Databricks, Qubole
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

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, WSDL, Swagger(tm) 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

Data Quality and Governance

Data profiling and analytics with graphical charts and drilldown data
Automate data quality error resolution and enforce rules
Data cleansing and 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

API Development

Visual API Designer*
Support for OAS / Swagger(tm) and RAML*
Visual API Tester*
Automatic API mocking*
API testing automation*
Hosted API documentation*
API contract import into Talend Studio*

Agile Application Integration

Drag-and-drop route, data and web/REST services creation and simulation
WS policy-based web services security
Deliver and route messages and events based on Enterprise Integration Patterns (EIPs)
Reliable messaging backbone based on ActiveMQ
Command line and scripting tools
Build and deploy as an OSGI feature
Build a microservice
Deploy and manage a microservice

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
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
Auto-discovery, standardization, auto-profiling, smart suggestions, and data visualization
Customization of semantic type for auto-profiling and standardization
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
Define data models, data semantics and profile data accordingly. Define and apply rules (survivorship, mass updates)
Merge and match data, resolve data errors, and arbitrate on data (classification and certification)
Orchestrate and collaborate on activities in campaigns
Define user roles, workflows and priorities, assign and delegate tasks, tag and comment
Embed governance and stewardship in data integration flows and manage rejects
Embed human certification and error resolution into MDM processes
Take matching decisions that cannot be processed automatically
De-duplicate data at scale with machine learning
Audit and track data error resolution actions. Monitor progress of campaigns. Undo/redo based on business needs

Management and Monitoring

High availability, load balancing, failover for jobs
Deployment manager and team collaboration
Manage users, groups, roles, projects, and licenses
Manage execution engines
Execution plan, time, and event-based scheduler for jobs
Check points, error recovery
Context management (dev, QA, prod)
Activity monitoring
Log collection and display
Optional Admin user add-on*
Engine clusters for jobs*
Static IP addresses*
Job execution log history (2 months for Entry products, 3 months for Platforms)*
Log export to S3 for jobs*
Environments (2 for Entry products, unlimited for Platforms)*

Services Management

System monitoring: JMX / Jolokia
Runtime engine (Talend Runtime on-prem, Remote Engine cloud)
Access into live statistics of message flow activity
Integrated artifact repository
Interface to deploy data services and routes

Support

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

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