Whats the best way to achieve a "binary union"? I have a router om the back of a file reader, and need to convert the file type depending on what the source to target configuration is. currently looking at a direct mapping where source/target are the same, and only excel/csv to parquet, but I dont want 2 file writer snaps, so want to union direct and parquet outputs to the file writer.
Great question! The perfect solution for your use case is the Union Snap. Here's a breakdown of how to approach this: --- โ Using the Union Snap as a "Binary Union" The Union Snap merges two or more document streams into a single output stream โ exactly what you need to avoid duplicating your File Writer Snap. --- ๐ง Recommended Pipeline Structure
File Reader
โโโ Router
โโโ [Direct / same format] โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ โผ
โโโ [Excel/CSV โ Parquet] โ Parquet Formatter โโโ Union โโโ File Writer
Step-by-step: 1. File Reader reads the source file. 2. Router splits the stream based on your source/target configuration: - Route 1 โ Direct pass-through (source = target format, no conversion needed) - Route 2 โ Conversion path (e.g., Excel/CSV โ Parquet formatter) 3. Union Snap merges both routes back into a single stream. 4. File Writer receives the unified stream and writes the output. --- โ ๏ธ Key Considerations | Consideration | Detail | |---|---| | Stream consistency | Both inputs to the Union should ideally have a consistent document schema. If the direct path and the converted path produce different structures, downstream issues may arise. | | Order not guaranteed | Union simply appends streams โ it does not guarantee document ordering across the two inputs. | | No join condition needed | Unlike the Join Snap, Union requires no matching key โ it just concatenates the streams, which is exactly what you want here. | | Multiple input views | The Union Snap supports 2 or more input views, so you can extend this pattern if you add more conversion routes later. | --- ๐ก Tip Since your Router is coming off a File Reader (binary โ parsed documents), make sure your conversion path (e.g., CSV/Excel โ Parquet) completes its formatting before feeding into the Union, so both streams are in a compatible document format when they arrive at the File Writer. This is a clean, scalable pattern โ one File Writer, multiple upstream paths! ๐ฏ
", make sure your conversion path (e.g., CSV/Excel โ Parquet) completes its formatting before feeding into the Union" only 1 of the paths would be active at any time also the union snap is document only , and the input to file writer (s3 writer) is only binary
It looks like there's no pipeline currently loaded in the canvas, and no Snap is selected. Could you clarify what you'd like me to help with? Here are a few ways I can assist: --- ๐ง Options 1. Generate a new pipeline โ If you'd like me to build a pipeline that handles: - Multiple input format paths (e.g., CSV, Excel โ Parquet) - A Union Snap for document-level merging - A final S3 Writer receiving binary output 2. Answer a question โ If you're asking how to structure this kind of pipeline (conversion โ Union โ S3 Writer), I can walk you through the design. 3. Refine an existing pipeline โ If you have a pipeline open on the canvas, I can help modify it. --- ๐ Key Constraints You Mentioned: - โ Only one path is active at a time - โ Union Snap operates on documents only - โ S3 Writer expects binary input โ so a document-to-binary conversion step is needed after the Union --- Could you clarify: - Do you want me to build this pipeline for you? - Or are you looking for guidance on how to design it yourself?
