Structured Streaming
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What is Structured Streaming?
Structured Streaming is a scalable and fault-tolerant stream processing engine built on Apache Spark. It allows you to process real-time data from various sources (e.g., Kafka, files, sockets) using Spark's DataFrame/Dataset API. It treats a stream as a continuously updating table, allowing you to use familiar batch processing operations for stream processing. Commonly used for real-time analytics, ETL, and monitoring.
What other technologies are related to Structured Streaming?
Structured Streaming Competitor Technologies
Spark Streaming
Spark Streaming is an older streaming API in Spark that is largely superseded by Structured Streaming, offering similar functionality with different programming models.
AWS Lambda
AWS Lambda is a serverless compute service that can be used for real-time data processing, offering an alternative approach to stream processing compared to Structured Streaming.
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Structured Streaming Complementary Technologies
Delta Live Tables
Delta Live Tables simplifies building and managing data pipelines, often used with Structured Streaming for incremental data processing.
Delta Lake
Delta Lake provides a reliable data lake storage layer, enabling ACID transactions and schema evolution for Structured Streaming applications.
Spark SQL
Spark SQL allows Structured Streaming to process data using SQL queries, providing a high-level abstraction for stream processing.
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Which job functions commonly mention Structured Streaming?
Data Engineer
0.1% of all Data Engineer jobs mention Structured Streaming
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jobs on Sumble
Data Architect
19 Data Architect jobs mention Structured Streaming
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jobs on Sumble
Customer Engineer
34 Customer Engineer jobs mention Structured Streaming
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jobs on Sumble
Software Engineer
286 Software Engineer jobs mention Structured Streaming
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jobs on Sumble
Engineer
322 Engineer jobs mention Structured Streaming
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jobs on Sumble
Which organizations are mentioning Structured Streaming?
Databricks
Scientific and Technical Services
Walmart Global Tech India
Scientific and Technical Services
S&P Global
Professional Services
Microsoft
Scientific and Technical Services
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