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The earliest versions of dbt allowed analysts to contribute to the data transformation process following the best practices of software engineering. [4] From the beginning, dbt was open source. [5] In 2018, the dbt Labs team (then called Fishtown Analytics) released a commercial product on top of dbt Core. [6]
Tool Supported data models (conceptual, logical, physical) Supported notations Forward engineering Reverse engineering Model/database comparison and synchronization Teamwork/repository Database Workbench: Conceptual, logical, physical IE (Crow’s foot) Yes Yes Update database and/or update model No Enterprise Architect
Git [open, distributed] – designed by Linus Torvalds for Linux kernel development; decentralized; goals: fast, flexible, and robust [1] Global Design Platform (GDP) [proprietary, client-server] – design data management for IC design and Perforce infrastructure support; Integrity [proprietary, client-server]
It does this by extending the traditional software tool Git by cloud storages for datasets and Machine Learning models. [12] Specifically, DVC makes Machine Learning operations: Codified: it codifies datasets and models by storing pointers to the data files in cloud storages. [3]
Name Underlying data model Full and Latest SysML support Full and Latest UML support XMI Automated document generation OSLC support Can be integrated with Astah: Yes Partial ...
Yes - supports incremental reverse engineering, preserving user modifications to the diagram and importing only changes from the database Some - can only reverse engineer the entire database at once and drops any user modifications to the diagram (can't "refresh" the diagram to match the database)
Data-modeling, business-process modeling - round trip engineering PragmaDev Studio: Yes Yes Partial No C, C++ No Integration with Reqtify traceability tool. Model simulator integrated with any FMI 2.0 supporting tool.
Git, Subversion, Mercurial Linux, macOS, Windows pre- and post-commit Gerrit: Google, Inc. actively developed Apache v2 Git Java EE: pre-commit Gitea: Gitea actively developed MIT: Git Linux, macOS, Windows pre- and post-commit GitHub: GitHub, Inc. actively developed Proprietary: Git Linux, macOS, Windows pre- and post-commit GitLab: GitLab Inc.