graph LR
Data_Restructuring["Data Restructuring"]
Data_Modification_Merging["Data Modification & Merging"]
Data_Query_Traversal["Data Query & Traversal"]
Data_Ordering["Data Ordering"]
Data_Restructuring -- "enables querying of restructured data" --> Data_Query_Traversal
Data_Restructuring -- "provides restructured data for modification/merging" --> Data_Modification_Merging
Data_Modification_Merging -- "requires restructuring for specific operations" --> Data_Restructuring
Data_Modification_Merging -- "uses query/traversal to identify targets" --> Data_Query_Traversal
Data_Query_Traversal -- "identifies targets for modification/merging" --> Data_Modification_Merging
Data_Query_Traversal -- "queries data regardless of structure" --> Data_Restructuring
Data_Ordering -- "ensures consistent output order after" --> Data_Modification_Merging
Data_Ordering -- "ensures consistent output order after" --> Data_Restructuring
Data_Ordering -- "presents results in sorted manner for" --> Data_Query_Traversal
The Data Transformation & Manipulation subsystem within benedict.core provides a robust set of utilities for handling dictionary data. The components within benedict.core are tightly integrated, forming a cohesive utility library. They often operate sequentially, where the output of one component becomes the input for another. This interdependency allows for complex data pipelines to be constructed by chaining these fundamental operations. The design promotes modularity, where each function focuses on a specific transformation or query, contributing to the overall Data Transformation & Manipulation capabilities of the benedict library.
This component is responsible for altering the hierarchical structure of dictionary data, enabling transformations between flattened and nested representations. It simplifies complex data for easier processing or restores original structures.
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This component provides functionalities for modifying dictionary content, including sanitization, key-value inversion, and combining multiple dictionaries with various conflict resolution strategies.
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This component focuses on navigating and extracting information from dictionary structures. It supports searching for specific patterns or values and provides mechanisms for iterating through data at different depths.
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This component offers utilities to sort dictionary items, providing ordered views of data based on keys or values, which is crucial for consistent processing and presentation.
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