4 repository-uri
Utilities for traversing and modifying nested dictionaries and lists to reshape complex data structures.
Distinct from Data Transformation Rules: Shortlist focuses on pathfinding or schema validation; this is about general data transformation and reshaping.
Explore 4 awesome GitHub repositories matching data & databases · Recursive Data Transformers. Refine with filters or upvote what's useful.
Boltons is a comprehensive utility toolkit and extension of the Python standard library. It provides a collection of reusable recipes and specialized data structures, system utilities, and helper libraries designed to support common programming tasks across various domains. The project is distinguished by a standard-library-only dependency model, ensuring maximum portability with zero external dependencies. It provides advanced implementations for data structures, such as immutable mappings and priority queues, alongside recursive data transformation tools for reshaping complex nested diction
Traverses and modifies nested dictionaries and lists to reshape complex data structures using custom mapping rules.
Acest proiect este o componentă React de tip drag-and-drop pentru arbori și un utilitar de gestionare a datelor arborescente, utilizat pentru randarea datelor ierarhice imbricate. Oferă o listă ierarhică sortabilă care permite utilizatorilor să gestioneze relațiile părinte-copil și să vizualizeze structuri arborescente complexe. Componenta permite restructurarea interactivă a arborelui, unde utilizatorii pot reorganiza ierarhia prin tragerea și plasarea nodurilor pentru a le schimba părintele sau secvența. Suportă mutarea sau copierea nodurilor între diferite instanțe de arbori și oferă controale pentru a impune restricții de mișcare bazate pe logică personalizată sau limite de adâncime. Instrumentul include capabilități pentru vizualizarea datelor ierarhice, cum ar fi căutarea și evidențierea unor noduri specifice, extinzând automat căile părinte ale acestora. De asemenea, oferă utilitare pentru procesarea datelor, inclusiv conversia array-urilor de date plate în ierarhii imbricate și invers. Utilizatorii pot modifica prezentarea vizuală a nodurilor arborelui prin stiluri personalizate sau teme predefinite.
Includes recursive mapping functions to transform flat arrays into nested tree structures.
ZIO is a functional effect system for the JVM that models asynchronous and concurrent programs as pure, composable values with typed error handling and dependency injection. Its core identity is built on fiber-based concurrency, where lightweight, non-blocking fibers execute millions of concurrent tasks with structured lifecycle management, and a dual-channel error model that separates expected business failures from unexpected system defects at compile time. The system provides effect-typed dependency injection through a layer-based dependency graph, pull-based reactive stream processing with
Provides recursive channel composition for building complex streaming pipelines.
Ancestry is a materialized path tree library for managing hierarchical data models in relational databases. It provides a framework for organizing records into tree structures, allowing for the efficient retrieval of ancestors and descendants through path-based storage. The project distinguishes itself through specialized tools for maintaining tree integrity and transforming data. It includes a tree integrity manager to handle orphaned nodes and a JSON tree serializer that converts hierarchical database records into nested hashes or arrays for API responses. The library covers a broad range
Transforms flat database results into nested data structures by iteratively mapping children to parent objects.