Redash VS Spring Boot

• Open Source
  Redash is an open-source tool, allowing users to customize and extend its functionalities to suit their specific needs.
• Cost
  As an open-source product, Redash can be used for free, making it cost-effective for organizations with limited budgets.
• Data Source Integration
  Redash supports a wide range of data sources, including SQL databases, NoSQL databases, and cloud services, making it versatile for different data needs.
• Query Editor
  Redash comes with a powerful query editor that supports SQL, which makes it easy for data analysts to write and execute queries.
• Visualization Options
  Redash provides multiple visualization options such as bar charts, line charts, and pie charts to help users interpret data effectively.
• Collaboration
  Redash allows multiple users to collaborate on queries and dashboards, fostering teamwork within organizations.
• Alerting
  Users can set up alerts to notify them when certain data conditions are met, enabling proactive decision-making.

Possible disadvantages

• User Interface
  The user interface of Redash can be less intuitive, especially for new users who are not familiar with data analytics tools.
• Scalability
  Redash might face performance issues when dealing with very large datasets or a high number of simultaneous queries.
• Community Support
  Being an open-source product, Redash relies heavily on community support, which can be inconsistent and slower compared to commercial products with dedicated support teams.
• Advanced Features
  Compared to more established BI tools, Redash may lack some advanced features and functionalities like detailed user access controls and more complex data transformations.
• Documentation
  The documentation for Redash can be lacking or outdated, making it challenging for users to find the information they need.
• Deployment Complexity
  Setting up and maintaining a Redash instance can be complex and require a good understanding of infrastructure management.

• Rapid Development
  Spring Boot simplifies the process of setting up and developing new Spring applications with a range of out-of-the-box configurations and defaults.
• Microservices Support
  Ideal for developing microservices architecture thanks to its embedded servers, simplified setup, and streamlined deployment process.
• Strong Community and Ecosystem
  Backed by a large and active community, and supported by a wide variety of extensions and plugins, enhancing its capability and support.
• Embedded Servers
  Supports embedded servers such as Tomcat, Jetty, and Undertow, which simplifies deployment and reduces configuration complexity.
• Auto-Configuration
  Automatically configures most of the application’s components, reducing the need for manual setup and configuration.
• Easy Integration
  Facilitates easy integration with various data sources, messaging systems, and other enterprise systems via Spring’s extensive ecosystem.
• Production-Ready Features
  Includes various production-ready features like health checks, metrics, externalized configuration, and monitoring, making it easy to manage applications in production.

Possible disadvantages

• Learning Curve
  Despite its benefits, Spring Boot has a complex learning curve for beginners due to its extensive range of features and options.
• Resource Consumption
  Spring Boot applications can sometimes be resource-intensive, potentially leading to higher costs in terms of memory and CPU usage.
• Complexity in Large Projects
  While Spring Boot is great for simpler projects, it can become overly complex and harder to manage in very large applications with numerous dependencies and configurations.
• Limited Flexibility with Embedded Servers
  While using embedded servers is convenient, it can also limit flexibility and control over server configuration and behaviors compared to standalone server setups.
• Dependency Management
  Although auto-configuration is a significant advantage, it can sometimes lead to confusion or conflicts in dependency management, making troubleshooting more challenging.
• Performance Overhead
  The auto-configuration and abstraction layers, while simplifying development, can introduce performance overhead, which might not be desirable in high-performance and fine-tuned applications.

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• Tool or service for querying and exposing database through API

  I am looking for service or tool similiar to Metabase or Redash that allows me to add data source - for example Postgres connection, and create raw SQL queries that can be shared or exposed through API. So instead of keeping raw SQL code... Source: about 3 years ago

• Did anyone try Openblocks for multi-tenant client reporting?

  I have tried Metabase, Redash beore (both self hosted open source versions), from my experience I find Metabase a bit easy to work with. Source: over 3 years ago

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  Regarding visualization tools, sqliteviz has proven to be the best I've found so far. Their web app runs locally but has some trackers, so I run it locally via a simple, static HTTP server. Falcon and Redash seem like overkill for my needs. Source: over 3 years ago

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Tracking Spring Boot since Mar 2021.