Altova MapForce Server vs. dbt

MapForce Server is well suited for any scenario where data needs to be converted from one format to another, or where two or more disparate data sources need to be combined. It is less appropriate for scenarios where real-time data processing is required, or where the data sources are constantly changing. It is less appropriate for data visualization or data analysis tasks.

Incentivized

dbt (Data Build Tool) is best suited for doing the data transformation. dbt is just a transformation tool and it is not suitable for building a data pipeline which requires extraction of data and loading. dbt is well suited for SQL based transformation logic and it is less appropriate when transformation logic requires python.

Incentivized

• Connecting to and mapping data from a variety of sources, including databases, XML files, and text files.
• Transforming data from one format to another, such as XML to JSON or CSV to XML.
• Generating output in a variety of formats, including XML, JSON, CSV, and SQL.
• Running mapping jobs on a schedule or on demand.
• Providing comprehensive logging and email notification.
• Supporting multiple users and roles with security and permissions.

Incentivized

• user experience makes it easy to work with SQL and version control
• customer success team and the dbt (data build tool) community help establish best practices
• thorough and clear documentation

• Altove Mapforce Server is an enterprise software that performs data transformation and mapping on MacOS, Windows, Linux operating systems with seamless operation and flexible features that adjust to user needs, It offers high-level services such as bulk database inserts. data by reducing the processing load and achieving much faster performance.

Incentivized

• Slow load times of the dbt cloud environment (they're working on it via a new UI though)
• More out-of-the-box solutions for managing procedures, functions, etc would be nice to have, but honestly, it's pretty easy to figure out how to adapt dbt macros

Incentivized

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

Altova Mapforce Server is a powerful tool that helps to securely and quickly convert data from one format to another with support for common file formats, processes run seamlessly with continuous improvements, flexible configuration and visually pleasing interface, it is a software data mapping tool that facilitates format classification and data automation. It works great with great features and benefits.

Incentivized

Matillion is graphical versus dbt, which is SQL code-based (that, of course, is a matter of personal preference and not an objective advantage). The integrated testing, documentation generation, lineage, etc., were additional criteria that led us to choose dbt.

Incentivized

• Altove Mapforce Server is an ETL and data mapping tool that performs mapping to all popular data formats and transformation between any combination of XML, JSON, Excel, and Web service data. It positively impacts my organization by helping us develop delivery notifications internally by converting data from one format to another.
• A perfect platform for developers and IT professionals to map data from one format to another with security and speed.

Incentivized

• In 3 months we re-wrote the data warehouse (15-20 sources) in dbt with 3 developers.
• We are using it continually for the past year with no issues.
• Sorry, I don't have ROI numbers but the impact was huge.

Incentivized