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License

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

Design and Productivity Tools

Eclipse-based developer tooling and job designer
Enterprise SDLC for cloud development, test and production
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
ETL and ELT support
Wizards and interactive data viewer
Versioning
Change data capture (CDC)
Drools business rule management system
Automatic documentation

Components

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

Connectors

Cloud: AWS, Microsoft Azure, Google Cloud Platform, and more
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

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
Run preparations on Apache Beam
Auto-discovery, standardization, profiling, smart suggestions, and data visualization
Auto-discovery, standardization, 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

Data Quality and Governance

Data cleansing and masking
Automate data quality error resolution and enforce rules
Semantic discovery with automatic detection of patterns
Comprehensive survivorship
Data sampling
Enrichment, harmonization, fuzzy matching, and de-duplication

Advanced Data Profiling

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

Support

Self-serviceWeb, email, phoneWeb, email, phone

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