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In-Memory Analytics with Apache Arrow
Accelerate data analytics for efficient processing of flat and hierarchical data structures
2024
EN
Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory formatKey FeaturesExplore Apache Arrow's data types and integration with pandas, Polars, and ParquetWork with Arrow libraries such as Flight SQL, Acero compute engine, and Dataset APIs for tabular dataEnhance and accelerate machine learning data pipelines using Apache...
In-Memory Analytics with Apache Arrow
Perform fast and efficient data analytics on both flat and hierarchical structured data
2022
EN
Process tabular data and build high-performance query engines on modern CPUs and GPUs using Apache Arrow, a standardized language-independent memory format, for optimal performanceKey FeaturesLearn about Apache Arrow's data types and interoperability with pandas and ParquetWork with Apache Arrow Flight RPC, Compute, and Dataset APIs to produce and consume tabular dataReviewed, contributed, and supported by Dremio, the co-creator of Apache Arrow...