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Mechanisms for exchanging the entire internal state between two compatible data structures.
Distinct from Mutable Data Containers: Shortlist candidates focus on network exchanges or mutable model definitions rather than swapping local data-frame containers.
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DataFrame is a C++ tabular data library and manipulation engine designed for managing heterogeneous data in contiguous memory. It functions as a statistical analysis framework and time series analysis toolkit, providing the means to store, index, and transform multidimensional datasets. The project distinguishes itself through a high-performance execution model that utilizes column-major storage, SIMD-aligned memory allocation, and a thread-pool for parallel computations. It employs a visitor-based algorithm dispatch system and policy-driven transformations to decouple data processing logic f
Allows for the efficient exchange of all index and data columns between two compatible data structures.