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Apache Arrow
Apache Arrow is an open-source, cross-language development platform for in-memory columnar data.
Apache Arrow is an open-source, cross-language development platform for in-memory columnar data. It provides a standardized memory format for tabular data, enabling efficient data transfer between systems without serialization overhead. Arrow facilitates fast analytics on big data by leveraging modern hardware through techniques like SIMD (Single Instruction, Multiple Data) operations. It's widely adopted in the data ecosystem, with integrations in popular tools like pandas, DuckDB, and Apache Spark. For data professionals, Arrow offers a way to accelerate data processing pipelines and improve interoperability between different data tools and programming languages. Its columnar memory format is particularly well-suited for analytical workloads, allowing for better cache utilization and vectorized operations.
Related terms
Arrow Flight →
Arrow Flight is a high-performance, gRPC-based protocol from the Apache Arrow project for transferring large columnar datasets between systems with minimal serialization overhead.
Feather format →Feather is a fast, lightweight binary file format for storing columnar data frames on disk, based on the Apache Arrow columnar memory format, commonly used for quick interchange between pandas, R, and other Arrow-compatible tools.
Apache Spark →Apache Spark is an open-source distributed processing engine for large-scale data workloads, using in-memory computation across a cluster of machines.
PyArrow →PyArrow is a Python library that provides a high-performance interface for working with columnar data structures, particularly those defined by the Apache…
Apache Hadoop →Apache Hadoop is an open-source framework for distributed storage and processing of very large datasets across clusters of commodity servers, built around HDFS for storage and MapReduce (or later, YARN-managed engines) for computation.
Apache Superset →Apache Superset is an open-source data exploration and visualization platform that empowers users to create interactive dashboards and perform ad-hoc…
