DataformGoogle
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About
Dataform enables data analysts and data engineers to develop and operationalize scalable data transformation pipelines in BigQuery using only SQL from a single, unified environment. Its open source core language lets teams define table schemas, configure dependencies, add column descriptions, and set up data quality assertions within a shared code repository while applying software development best practices, version control, environments, testing, and documentation. A fully managed, serverless orchestration layer automatically handles workflow dependencies, tracks lineage, and executes SQL pipelines on demand or via schedules in Cloud Composer, Workflows, BigQuery Studio, or third-party services. In the browser-based development interface, users get real-time error feedback, visualize dependency graphs, connect to GitHub or GitLab for commits and code reviews, and launch production-grade pipelines in minutes without leaving BigQuery Studio.
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About
DbVisualizer is a universal database client for anyone who works with data, from solo developers and startups to professional teams managing complex environments, including developers, DBAs, analysts, and data engineers working with relational and NoSQL databases. It offers a graphical interface for database development, SQL querying, and data exploration. Key features:
- SQL editor with autocomplete, visual query builders, variables, and execution tools
- AI Assistant for questions, error explanations, and code analysis
- Built-in Git integration for SQL scripts and collaboration
- Customizable layouts, key bindings, and UI themes
- Favorite scripts and database objects for quick access
- Configurable security settings for organizations
Connects to popular databases via JDBC, including MySQL, PostgreSQL, SQL Server, Oracle, Snowflake, SQLite, Cassandra, and BigQuery. Runs on Windows, macOS, and Linux. 7 million downloads, Pro users in 150 countries.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Data analysts and engineers requiring a solution to build, test, document, and orchestrate production-ready BigQuery data pipelines
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Audience
Developers, analysts and DBAs in need of a universal database tool solution to manage, edit and customize databases
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Pricing
Free
A DbVisualizer Pro license is perpetual - meaning that a one-time purchase at $199, will give the user perpetual access to all Pro versions of DbVisualizer released before the license expires.
To gain access to Pro versions released after a license expired a license renewal is offered. The renewal costs starts at $89/per year. A volume discount is applied on all orders of 4+ licenses and the Pro license is offered for free to students and teachers. Multi year terms are available and includes additional discounts.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Pros from Real UsersPros
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationGoogle
Founded: 1998
United States
cloud.google.com/dataform
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Company InformationDbVisualizer
Founded: 2003
Sweden
www.dbvis.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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Data Analysis Features
Data Discovery
Supported
Data Visualization
Supported
High Volume Processing
Supported
Predictive Analytics
Not Supported
Regression Analysis
Not Supported
Sentiment Analysis
Not Supported
Statistical Modeling
Not Supported
Text Analytics
Not Supported
Data Visualization Features
Analytics
Supported
Content Management
Not Supported
Dashboard Creation
Not Supported
Filtered Views
Supported
OLAP
Not Supported
Relational Display
Supported
Simulation Models
Not Supported
Visual Discovery
Supported
Database Features
Backup and Recovery
Not Supported
Creation / Development
Supported
Data Migration
Supported
Data Replication
Supported
Data Search
Supported
Data Security
Supported
Database Conversion
Not Supported
Mobile Access
Not Supported
Monitoring
Supported
NOSQL
Supported
Performance Analysis
Supported
Queries
Supported
Relational Interface
Supported
Virtualization
Not Supported
IDE Features
Code Completion
Supported
Compiler
Not Supported
Cross Platform Support
Supported
Debugger
Supported
Drag and Drop UI
Supported
Integrations and Plugins
Not Supported
Multi Language Support
Not Supported
Project Management
Not Supported
Text Editor / Code Editor
Supported
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Integrations
Google Cloud BigQuery
Supported
AWS Marketplace
Not Supported
Apache Derby
Not Supported
Apache Hive
Not Supported
C#
Not Supported
C++
Not Supported
Exasol
Not Supported
GitLab
Supported
Greenplum
Not Supported
IBM Cloud
Not Supported
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Integrations
Google Cloud BigQuery
Supported
AWS Marketplace
Supported
Apache Derby
Supported
Apache Hive
Supported
C#
Supported
C++
Supported
Exasol
Supported
GitLab
Not Supported
Greenplum
Supported
IBM Cloud
Supported
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