Define Clear Interfaces
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Define Clear Interfaces is Define the data formats and protocols for communication between stages. Use queues (like Kafka) to decouple stages and improve scalability..
Mostly:rdf:type(4), specified by(1), requires(1)
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- Modular Scalable Pipeline Design
ex:modular-scalable-pipeline-design - Query Rewriting Pipeline
ex:query-rewriting-pipeline
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- Efficient Data Flows
ex:efficient-data-flows
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| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Design Principle | [1] |
| Rdf:type | Quality | [2] |
| Rdf:type | Suggestion | [3] |
| Rdf:type | Design Requirement | [5] |
| Specified by | Assistant | [1] |
| Requires | Well Defined Interface | [1] |
| Is Requirement | true | [2] |
| Description | Define the data formats and protocols for communication between stages. Use queues (like Kafka) to decouple stages and improve scalability. | [3] |
| Contributes to | Efficient Data Flows | [4] |
| Enables | Efficient Data Flows | [4] |
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References (5)
ctx:claims/beam/99542ba6-6688-4f2d-90a6-25d8ebc3cc29- full textbeam-chunktext/plain1 KB
doc:beam/99542ba6-6688-4f2d-90a6-25d8ebc3cc29Show excerpt
By designing your system with a modular approach, you can easily manage and mitigate critical issues while ensuring maintainability and scalability. Each module focuses on a specific responsibility, allowing for clear separation of concerns…
ctx:claims/beam/072abbfb-5b50-48d0-bbb2-27d06118fb79- full textbeam-chunktext/plain1 KB
doc:beam/072abbfb-5b50-48d0-bbb2-27d06118fb79Show excerpt
[Turn 6912] User: I'm designing a data flow diagram for my query rewriting pipeline, which consists of 4 rewriting stages. Each stage is responsible for a specific task, such as tokenization, entity recognition, and synonym expansion. I wan…
ctx:claims/beam/7514ce8f-fd6a-445f-a13b-550ae60135b1- full textbeam-chunktext/plain1 KB
doc:beam/7514ce8f-fd6a-445f-a13b-550ae60135b1Show excerpt
synonym_expansion >> Edge(label="Synonyms") >> rewriting # Add a Kafka queue for message passing kafka_queue = Kafka("Kafka Queue") tokenization >> Edge(label="Tokens") >> kafka_queue kafka_queue >> Edge(label="Toke…
ctx:claims/beam/e78f68ec-2603-42d1-b86a-405095e30b96- full textbeam-chunktext/plain1 KB
doc:beam/e78f68ec-2603-42d1-b86a-405095e30b96Show excerpt
- **Error Handling**: Implement error handling mechanisms at each stage to ensure robustness. - **Scalability**: Ensure that each stage can scale independently by using asynchronous processing and message queues. - **Documentation**: Docume…
ctx:claims/beam/43356970-b35b-44df-adf9-35d365157198- full textbeam-chunktext/plain1 KB
doc:beam/43356970-b35b-44df-adf9-35d365157198Show excerpt
[Turn 6918] User: I'm designing a data flow diagram for my query rewriting pipeline, which consists of 6 pipeline stages. Each stage is responsible for a specific task, such as tokenization, entity recognition, and synonym expansion. I want…
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