AWS Glue features and reviews of 2020
AWS Glue ETL tools software allows users to prepare and load their data for analytics with ease.
AWS Glue ETL tools software is a wholly managed extract, transform, and load service that simplifies data loading and preparation for analytics. Users can use the AWS Management Console to develop and run an ETL job seamlessly. This software discovers user data stored on AWS, and it saves the associated metadata like schema and table definition in its Data Catalog. Plus, the AWS Glue ETL tools software catalogs the metadata to make the data available, searchable, and queryable for ETL.
This software seamlessly integrates with a wide variety of AWS services, which will help to streamline the onboarding process. AWS Glue ETL tools software natively supports data stored in Amazon Aurora, Amazon S3, Amazon Redshift, and standard database engines and databases in their Virtual Private Cloud. This serverless software offers users no infrastructure to manage. Besides, this software configuration, scaling, and provisioning of the resources needed to run their ETL tasks on a fully-managed Apache Spark environment.
AWS Glue ETL tools software allows users to pay for only the resources used while running their jobs. This software automates the running, development, and maintenance of ETL jobs. Users use this software to identify data formats and suggest transformations and schemas. Also, the AWS Glue ETL tools software automatically generates the code for the execution of loading processes and data transformations.
This software generates ETL code in Python or Scala to extract data from the source, load the data into the destination, and transform it to match the target schema. Users can test, edit, and debug the ETL code using the Console, and notebook, or standard IDE. AWS Glue ETL tools software allows users to register their data sources. Additionally, this software enables users to use prebuilt classifiers to construct their Data Catalog for different data types and source formats.
AWS Glue ETL tools software offers users a data catalog to store the metadata of their data assets regardless of the location. This software's data catalog contains job definitions, table definitions, and different control information to help users manage their environment. Users can use this software to automatically compute statistics and register partitions to make data queries cost-effective and data-efficient. Plus, the AWS Glue ETL tools software maintains the history version of a comprehensive schema.
AWS Glue ETL tools software helps users to automatically generate the code to extract, transform, and load their data. Users can point this software to their data source and target, and it creates ETL scripts to enrich and process their data. Besides, the AWS Glue ETL tools software allows users to generate code in Python and Scala and write it on Apache Spark.
AWS Glue ETL tools software allows users to prepare and clean data for analysis. This software provides Machine Learning Transform to find matching records and carry out deduplication. Users can use this software to find duplicate files in their database, and they do not need any machine learning expertise to do this. Additionally, the AWS Glue ETL tools software can find matching records across different databases.
AWS Glue ETL tools software enables users to develop their custom Amazon S3 data lake. This software allows users to analyze and store both structured and unstructured data without moving the data. Users can use this software to schedule recurring ETL jobs, invoke jobs on demand from services like AWS Lambda, and chain different situations together. Also, the AWS Glue ETL tools software automatically scales underlying resources, retries jobs after failure, and manages dependencies between tasks.
AWS Glue ETL tools software offers users development endpoints for them to edit, test, and debug the generated code. Users can write transformations, writers, and readers, and they can import them as custom libraries into their AWS Glue ETL jobs. This software allows users to share and use code with developers in its GitHub repository. Plus, AWS Glue ETL tools software enables users to invoke job on-demand, on a schedule, and based on an event.
AWS Glue ETL tools software enables users to start multiple jobs in parallel and specify dependencies across tasks to develop complex ETL pipelines. Users can use this software to filter bad data and handle all inter-job dependencies. Besides, this software pushes all notifications and logs to Amazon CloudWatch to enable users to monitor and get alerts from the convenient solution.
AWS Glue ETL tools software offers users a serverless streaming ETL platform that simplifies the set up of continuous ingestion pipelines. Users can use this software to consume data from streaming sources like Apache Kafka and Amazon Kinesis. This software cleans and transforms the data streams in-flight and loads the results continuously into data stores, data warehouses, and Amazon S3 data lakes. Users can use the serverless streaming capability of the AWS Glue ETL tools software to process event data like clickstreams, network logs, and IoT event streams. Additionally, users can use this software to join batch and streaming sources, aggregate data, and run machine learning operations and sophisticated analytics.
AWS Glue ETL tools software allows users to update schema and partitions and develop new tables in their data catalog from jobs. This software offers users a durable and secure technology platform with HIPAA, PCI DSS Level 1, and ISO 27001 certification to protect and secure their sensitive data. Users can pay for only the resources that they use while running jobs. AWS Glue ETL tools software crawls through different data sources, suggests transformations and schemas, and identifies data formats. Also, this software helps users to automatically generate the code to execute their data loading and transformation processes.
AWS Glue ETL tools software is a fully managed service that streamlines data preparation and loading for analytics. This software allows users to develop and run extraction, transformation, and loading jobs in the AWS Management Console. Users can use AWS Glue ETL tools software to store the metadata associated with their data to make it available, queryable, and searchable, and it integrates seamlessly with different AWS services.