[ AWS Glue Reviews ](https://www.g2.com/products/aws-glue/reviews) [ AWS Glue Reviews ](https://www.g2.com/products/aws-glue/reviews) # AWS Glue Features ##### ## Data Governance (3) User Access Management Allows administrators to assign role-based user access for specific data sets Dynamic Data Masking Hides and masks sensitive data automatically based on user permissions Data Lineage Provides historical insights into original data sources and transformations made to data sets Show More ##### ## Data Preparation (4) Search Offers simple search capabilities to discover specific data sets Data Quality and Cleansing Allows users and administrators to easily clean data to maintain quality and integrity Data Transformation Converts data formats of source data into the format required for the reporting system without mistakes Data Modeling Tools to (re)structure data in a manner that allows extracting insights quickly and accurately Show More ##### ## Collaboration (4) Commenting Allows users to comment on data sets to help future users better interact and interpret the data Profiling and Classification Permits profiling of data sets for increased organization, both by users and machine learning Business and Data Glossary Creates a business glossary for faster understanding by the average business user Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Show More ##### ## Data Source Access (3) Breadth of Data Sources Provides a wide range of possible data connections, including cloud applications, on-premise databases, and big data distributions, among others Ease of Data Connectivity Allows businesses to easily connect to any data source API Connectivity Offers API connections for cloud-based applications and data sources Show More ##### ## Data Interaction (8) Profiling and Classification Permits profiling of data sets for increased organization, both by users and machine learning Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Data Modeling Tools to (re)structure data in a manner that enables quick and accurate insight extraction Data Joining Allows self-service joining of tables Data Blending Provides the ability to combine data sources into one data set Data Quality and Cleansing Allows users and administrators to easily clean data to maintain quality and integrity Data Sharing Offers collaborative functionality for sharing queries and data sets Data Governance Ensures user access management, data lineage, and data encryption Show More ##### ## Data Exporting (3) Breadth of Integrations Provides a wide range of possible integrations, including analytics, data integration, master data management, and data science tools Ease of Integrations Allows businesses to easily integrate with analytics, data integration, master data management, and data science tools Data Workflows Operationalizes data workflows to easily scale repeatable preparation needs Show More ##### ## Administration (3) Database Management Supports for managing different types of databases and integration methods. Access Control Gives admistrators control over data-related privilages and accessability Data Security Allows users to secure access to data. Provides additional support for security practices like IP whitelisting, attack mitigation, and data encryption. Show More ##### ## Federation (4) Architecture Creates integrations and allows management of connected contains. Provisioning Allows administrators to organize components of the database to maintain instance efficiency. Orchestration Allows admisistrators to manage and organize storage, networks, and datacenters. API / Integrations Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications. Show More ##### ## Transformation (3) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Application Performance Functions when integrated with multiple forms of external applications. Data Modeling Tools to (re)structure data in a manner that allows extracting insights quickly and accurately. Show More ##### ## Management (6) Reporting View ETL process data via reports and visualizations like charts and graphs. Auditing Record ETL historical data for auditing and potential data correction needs. Real-Time Analytics Track data and system backups, replication, and failover events. Solution Integration Integrate with other management, resilience, or backup solutions Infrastructure Compatibility Be compatible with a variety of cloud and/or virtual infrastructure. Monitoring Monitor replication environment via GUI Show More ##### ## Functionality (5) Extraction Extract data from the designated source(s) like relational databases, JSON files, and XML files. Transformation Cleanse and re-format extracted data to the needed target format. Loading Load reformatted data into target database, data warehouse, or other storage location. Automation Arrange ETL processes to occur automatically on needed time schedule (e.g., daily, weekly, monthly). Scalability Capable of scaling processing power up or down based on ETL volume. Show More ##### ## Solution Provision (3) System Failover Provide as-before failover capabilities for cloud environments. Pay by Usage Services are offered under a pay-as-you-go or utilization-based purchase model. Service Provision Offer disaster recovery capabilities as a third-party provider. Show More ##### ## Generative AI (3) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. Show More ##### ## Agentic AI - Machine Learning Data Catalog (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - AWS Marketplace (3) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Show More [ ![Solvexia](https://images.g2crowd.com/uploads/product/hd_favicon/663205575027756c00cf3fbd47310912/solvexia.svg "Solvexia") Sponsored Solvexia 4.7/5 (31) Visit Website ](javascript:void(0)) ## Top-Rated Alternatives [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5 (789) ](https://www.g2.com/products/alteryx/reviews) [ ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran") Fivetran 4.3/5 (778) ](https://www.g2.com/products/fivetran/reviews) [ ![Hevo Data](https://images.g2crowd.com/uploads/product/hd_favicon/1a4069c8ee36ae34c4c9c55aeea3a96d/hevo-data.svg "Hevo Data") Hevo Data 4.4/5 (278) ](https://www.g2.com/products/hevo-data/reviews) [ View All Alternatives ](https://www.g2.com/products/aws-glue/competitors/alternatives) AWS Glue Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Product Avatar Image") Azure Data Factory 4.6/5 (100) [ Compare Now ](https://www.g2.com/compare/aws-glue-vs-azure-data-factory) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5 (1,333) [ Compare Now ](https://www.g2.com/compare/aws-glue-vs-databricks) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d126f094f8a50e553d82706d908d28c4/apache-nifi.jpg "Product Avatar Image") Apache NiFi 4.2/5 (26) [ Compare Now ](https://www.g2.com/compare/aws-glue-vs-apache-nifi) ##### Categories on G2 [ AWS Marketplace ](https://www.g2.com/categories/aws-marketplace)[ ETL Tools ](https://www.g2.com/categories/etl-tools)[ Data Preparation ](https://www.g2.com/categories/data-preparation) [ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Data Replication ](https://www.g2.com/categories/data-replication)[ Data Virtualization ](https://www.g2.com/categories/data-virtualization)[ Machine Learning Data Catalog ](https://www.g2.com/categories/machine-learning-data-catalog) Show More ##### Explore More [ What's the best board management service for remote teams ](https://www.g2.com/discussions/what-s-the-best-board-management-service-for-remote-teams)[ What is the most reliable platform for commercial property lease management? 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