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This fragmentation motivates our central question: How can we ensure that the "goodies"—the essential utilities of graph processing—are implemented optimally? We present tgxgoodies , a library that answers this by providing optimized data loaders, collators, and evaluators. This paper details the architecture of tgxgoodies and validates our "best" claims through rigorous benchmarking. Please clarify your intended topic, and I will

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