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Snowflake Community1 Hot0 comments12 min read
From Kafka Dependency to Direct Ingestion: A Production Architecture with Snowpipe Streaming Elastic Channels
AI summary
Công ty đang phụ thuộc vào Kafka làm message bus trung gian khi xử lý dữ liệu streaming với 1,010 message mỗi giây. Nhóm đã thay thế bằng Snowpipe Streaming Elastic Channels của Snowflake, giảm độ phức tạp hệ thống đáng kể. Giải pháp mới chỉ cần ba dòng SDK code để kết nối trực tiếp từ nguồn dữ liệu vào Snowflake mà không cần qua broker trung gian. Kiến trúc này giúp giảm latency và cải thiện throughput cho hệ thống data pipeline. Lập trình viên nên học cách tối ưu hóa data ingestion bằng cách loại bỏ các lớp trung gian không cần thiết trong kiến trúc streaming.
AI summaries can be wrong. Read the original before relying on anything important.
Why read it: Bài viết này cho thấy cách loại bỏ phụ thuộc vào Kafka bằng cách triển khai Snowpipe Streaming Elastic Channels để tối ưu hóa kiến trúc xử lý dữ liệu.
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Source: https://medium.com/snowflake/from-kafka-dependency-to-direct-ingestion-a-production-architecture-with-snowpipe-streaming-a8db39369593. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
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