When dealing with large datasets in web applications, I want to perform complex analytical queries and visualize the results seamlessly, so I can have an efficient, in-browser data analysis experience without relying on server-side processing.
Currently, there is a gap between performing advanced SQL queries in-browser and visualizing the results interactively. DuckDB-Wasm provides efficient, high-performance SQL query capabilities within the browser, while FINOS Perspective excels at providing interactive data visualization and analysis. However, these two tools do not integrate natively, leading to a fragmented experience and additional overhead for developers to connect them manually.
Potential Solutions:
To address this problem, I propose integrating DuckDB-Wasm with FINOS Perspective. This integration would allow users to run SQL queries on large datasets directly in the browser using DuckDB-Wasm and seamlessly pass the results to FINOS Perspective for interactive visualization and analysis.
Key Features of the Integration:
Native Support for DuckDB-Wasm in Perspective:
Enable Perspective to accept DuckDB-Wasm query results as a data source.
Provide utilities to execute DuckDB-Wasm queries and format the results for easy ingestion by Perspective.
Unified API:
Develop a unified API that abstracts the complexity of using both tools, allowing developers to perform SQL queries and visualize the results with minimal setup.
Real-time Updates:
Implement mechanisms to support real-time data updates from DuckDB-Wasm queries to Perspective visualizations, enabling dynamic data analysis.
Cross-Platform Compatibility:
Ensure the integration works seamlessly across different browsers and platforms, maintaining performance and reliability.
Considered Drawbacks:
Increased Bundle Size:
Integrating these two tools may increase the overall bundle size of web applications. Optimizations and selective loading of components could mitigate this issue.
Complexity in Maintenance:
Maintaining the integration might require coordination between the DuckDB and Perspective development teams, potentially increasing complexity.
Alternatives Considered:
Manual Integration:
Developers can manually set up and connect DuckDB-Wasm with Perspective in their applications. However, this approach lacks the efficiency and ease-of-use of a native integration and could lead to inconsistencies and increased development time.
By integrating DuckDB-Wasm with FINOS Perspective, we can create a powerful, cohesive toolset for in-browser data analysis and visualization, enhancing the user experience and reducing the development overhead.
timkpaine
commented
1 month ago
Description of Problem:
When dealing with large datasets in web applications, I want to perform complex analytical queries and visualize the results seamlessly, so I can have an efficient, in-browser data analysis experience without relying on server-side processing.
Currently, there is a gap between performing advanced SQL queries in-browser and visualizing the results interactively. DuckDB-Wasm provides efficient, high-performance SQL query capabilities within the browser, while FINOS Perspective excels at providing interactive data visualization and analysis. However, these two tools do not integrate natively, leading to a fragmented experience and additional overhead for developers to connect them manually.
Potential Solutions:
To address this problem, I propose integrating DuckDB-Wasm with FINOS Perspective. This integration would allow users to run SQL queries on large datasets directly in the browser using DuckDB-Wasm and seamlessly pass the results to FINOS Perspective for interactive visualization and analysis.
Key Features of the Integration:
Native Support for DuckDB-Wasm in Perspective:
Unified API:
Real-time Updates:
Cross-Platform Compatibility:
Considered Drawbacks:
Increased Bundle Size: Integrating these two tools may increase the overall bundle size of web applications. Optimizations and selective loading of components could mitigate this issue.
Complexity in Maintenance: Maintaining the integration might require coordination between the DuckDB and Perspective development teams, potentially increasing complexity.
Alternatives Considered:
By integrating DuckDB-Wasm with FINOS Perspective, we can create a powerful, cohesive toolset for in-browser data analysis and visualization, enhancing the user experience and reducing the development overhead.