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AWS Glue VS Assembla

Compare AWS Glue VS Assembla and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

AWS Glue logo AWS Glue

Fully managed extract, transform, and load (ETL) service

Assembla logo Assembla

Integrated, on-demand tools to build software faster, with less stress. Get started for free and find out why over 800,000 users trust Assembla.
  • AWS Glue Landing page
    Landing page //
    2022-01-29
  • Assembla Landing page
    Landing page //
    2023-10-06

AWS Glue features and specs

  • Fully Managed
    AWS Glue is a fully managed ETL (Extract, Transform, Load) service, which means you don't need to manage any underlying infrastructure. This reduces the operational overhead and allows you to focus on the data processing tasks.
  • Scalability
    AWS Glue can automatically scale resources up or down based on the demand and workload, ensuring optimal performance without manual intervention.
  • Serverless
    Being serverless, there are no servers to manage or maintain. You only pay for the resources that you consume, which can result in significant cost savings.
  • Integrated Data Catalog
    AWS Glue comes with a built-in data catalog that helps you organize and discover your data. It automatically indexes and maintains metadata about your data, making it easier to manage.
  • Support for Multiple Data Sources
    AWS Glue supports a variety of data sources including Amazon S3, RDS, Redshift, and many external databases, providing flexibility in your ETL processes.
  • Developer Tools
    AWS Glue provides developer endpoints for custom ETL logic, and integrates with AWS SDKs, Boto3, and the AWS CLI, allowing for a flexible development experience.

Possible disadvantages of AWS Glue

  • Complex Pricing
    The pricing model for AWS Glue can be complicated, involving multiple components such as Data Processing Units (DPUs), data catalog storage, and crawler costs, which may make it hard to estimate costs.
  • Learning Curve
    There is a significant learning curve for developers who are new to AWS Glue, especially when it comes to understanding its various components and configurations.
  • Performance for Small Datasets
    AWS Glue is optimized for large-scale data processing, which may result in suboptimal performance and higher costs for smaller datasets.
  • Vendor Lock-in
    Using AWS Glue ties you to the AWS ecosystem, making it harder to switch to another cloud provider without significant rework of your ETL pipelines and data catalog.
  • Limited Debugging Tools
    The debugging and troubleshooting tools for AWS Glue are somewhat limited compared to other mature ETL tools, which may complicate the development and maintenance of ETL jobs.
  • Job Run Delays
    There can be delays in job startup times, which can be problematic for certain time-sensitive applications requiring near real-time data processing.

Assembla features and specs

  • Comprehensive Project Management Tools
    Assembla offers a variety of tools for project management, including ticketing, milestone tracking, and issue management, which help teams stay organized and efficient.
  • Version Control Integration
    Supports multiple version control systems like Git, SVN, and Perforce, enabling teams to use their preferred version control systems without switching platforms.
  • Cloud-Based
    Being a cloud-based platform, Assembla allows team members to access project tools and files from anywhere, promoting flexibility and remote work.
  • Security
    Assembla provides strong security features such as IP whitelisting, 2-factor authentication, and audit logs, which help protect sensitive project data.
  • Customizable Workspaces
    Each workspace can be tailored to suit the specific needs of a project or team, making it adaptable to various workflows and projects.

Possible disadvantages of Assembla

  • Complexity
    The wide range of features can be overwhelming for new users, and there may be a steep learning curve for teams that are not familiar with such comprehensive tools.
  • Price
    Assembla's pricing can be higher compared to some other project management tools, which might be a concern for smaller teams or startups with limited budgets.
  • User Interface
    The user interface, while functional, is considered by some users to be less intuitive and visually appealing compared to competitors, potentially leading to slower user adoption.
  • Limited Offline Access
    Because Assembla is primarily a cloud-based service, it offers limited functionality without an active internet connection, which can be a drawback for users who need offline access.
  • Support
    Some users have reported that customer support can be slow to respond or less than satisfactory, which can lead to delays in resolving issues.

Analysis of AWS Glue

Overall verdict

  • AWS Glue is generally considered a good option for organizations looking for a powerful, scalable, and cost-effective ETL solution within the AWS ecosystem. Its ease of integration with AWS services, managed nature, and capability to handle large volumes of data make it a strong choice, particularly for teams that are already using AWS services.

Why this product is good

  • AWS Glue is a fully managed ETL (Extract, Transform, Load) service that makes it easy to prepare and transform data for analytics, machine learning, and application development. It is particularly beneficial for its serverless architecture, which allows users to run data processing jobs without the need to manage any infrastructure. The service integrates seamlessly with other AWS services like S3, RDS, and Redshift, providing a robust ecosystem for data processing. It also supports a wide range of data sources and formats, and offers a graphical interface for easy job creation and monitoring.

Recommended for

  • Organizations already using AWS services and looking to streamline their ETL processes.
  • Data engineers and developers who need a scalable solution to handle large datasets without managing infrastructure.
  • Companies that require seamless integration with a wide array of data storage options and formats.

Analysis of Assembla

Overall verdict

  • Assembla is a good option for teams that require strong version control and collaboration capabilities. Its extensive features and integrations make it a viable solution for software development project management. However, the user interface and experience may vary depending on individual preference, so it might not be ideal for teams seeking a more modern or simplified project management tool.

Why this product is good

  • Assembla is a project management and collaboration tool designed primarily for teams working in software development. It is known for its robust version control integrations, including Git, Perforce, and Subversion. Assembla provides features like ticketing systems, time tracking, and code repositories that are essential for managing and organizing complex software projects. Its ability to support distributed teams and integrate with various development tools makes it popular among development teams.

Recommended for

    Assembla is recommended for software development teams looking for a comprehensive project management platform with strong version control support. It is particularly suited for distributed teams and organizations that require integration with tools like Git, Perforce, and Subversion. It may also be a good fit for teams that need detailed tracking and reporting capabilities.

AWS Glue videos

+ Add

Build ETL Processes for Data Lakes with AWS Glue - AWS Online Tech Talks

More videos:

  • Review - AWS re:Invent BDT 201: AWS Data Pipeline: A guided tour
  • Review - Getting Started with AWS Glue Data Catalog
  • Review - Bajaj Housing Finance Limited: Serverless Data Pipelines with AWS Glue and Amazon Aurora PGSQL

Assembla videos

+ Add

Assembla Review

More videos:

Category Popularity

0-100% (relative to AWS Glue and Assembla)

AWS Glue

Assembla

ETL
100 100%
ETL
0% 0
Git
0 0%
Git
100% 100
Data Integration
100 100%
Data Integration
0% 0
Code Collaboration
0 0%
Code Collaboration
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AWS Glue and Assembla

AWS Glue Reviews

Best ETL Tools: A Curated List
AWS Glue is a fully managed serverless ETL service from Amazon Web Services (AWS) designed to automate and simplify the data preparation process for analytics. Its serverless architecture eliminates the need to manage infrastructure. As part of the AWS ecosystem, it is integrated with other AWS services, making it a go-to choice for cloud-based data integration for...
Source: estuary.dev
10 Best ETL Tools (October 2023)
AWS Glue is an end-to-end ETL offering intended to make ETL workloads easier and more integratable with the larger AWS ecosystem. One of the more unique aspects of the tool is that it is serverless, meaning Amazon automatically provisions a server and shuts it down following the completion of the workload.
Source: www.unite.ai
15+ Best Cloud ETL Tools
AWS Glue is a serverless data integration service designed to streamline analytics, machine learning, and app development tasks. It discovers, prepares, and moves data from a myriad of sources and offers a seamless integration experience. AWS Glue's inclusive toolset and automatic scaling let you focus on gaining insights from data instead of managing infrastructure.
Source: estuary.dev
Top 14 ETL Tools for 2023
Notably, AWS Glue is serverless, which means that Amazon automatically provisions a server for users and shuts it down when the workload is complete. AWS Glue also includes features such as job scheduling and โ€œdeveloper endpointsโ€ for testing AWS Glue scripts, improving the toolโ€™s ease of use.
Source: www.integrate.io
A List of The 16 Best ETL Tools And Why To Choose Them
Better yet, when interacting with AWS Glue, practitioners can choose between a drag-and-down GUI, a Jupyter notebook, or Python/Scala code. AWS Glue also offers support for various data processing and workloads that meet different business needs, including ETL, ELT, batch, and streaming.
Source: www.datacamp.com

Assembla Reviews

12 Best JIRA Alternatives in 2019
Assembla is a younger platform than JIRA but offers a broader range of functionality in its core product like git hosting, code deployment, agile tools, time tracking.
Source: www.guru99.com
6 JIRA Alternatives for Your Dev Team
Assembla offers many functions right out-of-the-box that JIRA requires as an add-on, including subversion and git hosting, code deployment, agile tools, time tracking, and social media-style collaboration (message boards, @mentions, activity stream). The greatest irony is that Assembla is actually less expensive.
Source: technologyadvice.com

Social recommendations and mentions

Based on our record, AWS Glue seems to be more popular. It has been mentiond 16 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS Glue mentions (16)

  • Optimizing AWS Costs for AI Development in 2025
    Managed Services: This includes the per-token costs of using services like Amazon Bedrock, the hosting fees for SageMaker endpoints, and the costs associated with data pipelines using services like Glue or Lambda. - Source: dev.to / about 1 year ago
  • Introducing RisingWave's Hosted Iceberg Catalog-No External Setup Needed
    However, using any Iceberg engine traditionally requires a first, crucial step: setting up and configuring an Iceberg catalog. This catalog is responsible for managing the table metadata. While flexible, this often means provisioning and managing a separate service like AWS Glue, a dedicated PostgreSQL database for the JDBC catalog, or a REST service. This adds an extra layer of configuration and operational... - Source: dev.to / about 1 year ago
  • Vector: A lightweight tool for collecting EKS application logs with long-term storage capabilities
    In this article, we present an architecture that demonstrates how to collect application logs from Amazon Elastic Kubernetes Service (Amazon EKS) via Vector, store them in Amazon Simple Storage Service (Amazon S3) for long-term retention, and finally query these logs using AWS Glue and Amazon Athena. - Source: dev.to / over 1 year ago
  • Build Your Movie Recommendation System Using Amazon Personalize, MongoDB Atlas, and AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy to prepare and load data for analysis. It helps bridge the gap between our MongoDB Atlas data and the services we'll use for recommendation. - Source: dev.to / over 2 years ago
  • Using Snowflake data hosted in GCP with AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service provided by Amazon Web Services (AWS). It is designed to make it easy for users to prepare and load their data for analysis. AWS Glue simplifies the process of building and managing ETL workflows by providing a serverless environment for running ETL jobs. - Source: dev.to / over 2 years ago
View more

Assembla mentions (0)

We have not tracked any mentions of Assembla yet. Tracking of Assembla recommendations started around Mar 2021.

What are some alternatives?

When comparing AWS Glue and Assembla, you can also consider the following products

Xplenty - Xplenty is the #1 SecurETL - allowing you to build low-code data pipelines on the most secure and flexible data transformation platform. No longer worry about manual data transformations. Start your free 14-day trial now.

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

AWS Database Migration Service - AWS Database Migration Service allows you to migrate to AWS quickly and securely. Learn more about the benefits and the key use cases.

BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.

Skyvia - No-code data integration with 200+ data sources, including Salesforce, Dynamics 365, HubSpot, Asana, SQL Server, MySQL, Snowflake, BigQuery, CSV, FTP, and more.

GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab

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