{ "_id": "6aebdc802e87f76f20ad2c6f", "Package": "nestedscales", "Title": "Nested Scales and Multi-Dimensional Indexes for Modeling", "Version": "0.2.0.9000", "URL": "https://optimal2050.github.io/nestedscales/r/,\nhttps://github.com/optimal2050/nestedscales", "BugReports": "https://github.com/optimal2050/nestedscales/issues", "Authors@R": "person(given = \"Oleg\",\nfamily = \"Lugovoy\",\nrole = c(\"aut\", \"cre\"),\nemail = \"olugovoy@optimalsolution.dev\",\ncomment = c(ORCID = \"0000-0001-5546-9875\"))", "Description": "Provides multi-level discrete representations of data\ndimensions for modeling, data processing and visualization. A\nnested scale records its finest units (atoms) and their\nmembership in coarser levels (frames), including nested,\ncross-cutting and partially covered relationships. Recasts\ntabular data between levels using explicit, direction-aware\nrules for sums, means, standard deviations, copying and\nwithin-parent shares. Also supports labeling, subsetting,\ncombining scales into multi-dimensional indexes, clustering\nunits and storing data with its scale metadata. Members may\ncarry attributes (a calorific value, an emission factor) and\naliases, resolved along the hierarchy and applied row by row,\nand a scale is exchanged as a language-neutral definition file:\na 'JSON' header with inline, 'Arrow' or 'CSV' tables ('YAML'\naccepted), with a catalogue of the definitions installed\npackages ship. Forms the dimension-agnostic core of\n'timescales' \n(calendars) and 'geoscales'\n (regions), designed\nfor optimization and simulation models.", "License": "Apache License (>= 2)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "Config/testthat/edition": "3", "Config/Needs/website": "pkgdown, rmarkdown, ggplot2,\noptimal2050/timescales, optimal2050/geoscales,\noptimal2050/energypal", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.1.1", "Collate": "'scale-class.R' 'aliases.R' 'product-class.R' 'array.R'\n'attributes.R' 'backend.R' 'definition.R' 'catalog.R'\n'cluster.R' 'contiguity.R' 'convert.R' 'dataset.R' 'distance.R'\n'navigate.R' 'filter.R' 'frames.R' 'join.R' 'map.R'\n'nestedscales-package.R' 'recast.R' 'product-recast.R'\n'reconcile.R' 'rules.R' 'scale-construct.R' 'shipped-scales.R'\n'sweep.R' 'utils.R' 'zzz.R'", "Repository": "https://optimal2050.r-universe.dev", "Date/Publication": "2026-11-03 18:08:58 UTC", "RemoteUrl": 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"attach_attributes_scale", "title": "Attach physical attributes to a scale", "topics": [ "attach_attributes_scale" ] }, { "page": "backend", "title": "Backends: the table types the verbs accept", "topics": [ "backend", "backend_bind_rows", "backend_distinct", "backend_is_lazy", "backend_lazy", "backend_of", "backend_pull", "backend_restore", "backend_scan", "backend_schema" ] }, { "page": "clear_scale_maps", "title": "Clear the registered crosswalks", "topics": [ "clear_scale_maps" ] }, { "page": "clear_scale_rules", "title": "Clear the rule registry", "topics": [ "clear_scale_rules" ] }, { "page": "cluster_contiguous", "title": "Cluster the units of a scale under a contiguity constraint", "topics": [ "cluster_contiguous" ] }, { "page": "cluster_medoids", "title": "The representative unit of each cluster", "topics": [ "cluster_medoids" ] }, { "page": "cluster_scale", "title": "Cluster the units of a scale into a new frame", "topics": [ "cluster_scale" ] }, { "page": "cluster_sweep", "title": "Cluster quality across a range of k", "topics": [ "cluster_sweep" ] }, { "page": "convert_scale", "title": "Convert unit-keyed quantities with a member attribute", "topics": [ "convert_scale" ] }, { "page": "filter_product", "title": "Subset a product componentwise", "topics": [ "filter_product" ] }, { "page": "filter_scale", "title": "Subset a NestedScale by unit", "topics": [ "filter_scale" ] }, { "page": "get_scale_rule", "title": "Look up a registered rule", "topics": [ "get_scale_rule" ] }, { "page": "is_valid_frame", "title": "Validate frame names", "topics": [ "is_valid_frame" ] }, { "page": "join_product", "title": "Attach every axis's labels to product-indexed data", "topics": [ "join_product" ] }, { "page": "join_scale", "title": "Attach scale labels and memberships to a dataset", "topics": [ "join_scale" ] }, { "page": "list_scale_rules", "title": "List registered rules", "topics": [ "list_scale_rules" ] }, { "page": "open_scale_dataset", "title": "Open a 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"recast_product", "title": "Recast data indexed by a product of scales", "topics": [ "recast_product" ] }, { "page": "recast_scale", "title": "Recast values from one resolution to another", "topics": [ "recast_scale" ] }, { "page": "recast_to_atoms", "title": "Recast unit data down to the atom layer, and back", "topics": [ "recast_from_atoms", "recast_to_atoms" ] }, { "page": "reconcile_scale", "title": "Check fine data against an independent parent total", "topics": [ "reconcile_scale" ] }, { "page": "register_scale_distance", "title": "Register a distance", "topics": [ "clear_scale_distances", "get_scale_distance", "list_scale_distances", "register_scale_distance" ] }, { "page": "register_scale_map", "title": "Register / look up a direct crosswalk", "topics": [ "get_scale_map", "get_scale_map_between", "list_scale_maps", "register_scale_map", "register_scale_map_between" ] }, { "page": "register_scale_rule", "title": "Register how a parameter should be recast", "topics": [ "register_scale_rule" ] }, { "page": "scale_alias_property", "title": "An alias property for a subclass", "topics": [ "scale_alias_property" ] }, { "page": "scale_aliases", "title": "Read the alias table", "topics": [ "scale_aliases" ] }, { "page": "scale_ancestry", "title": "Ancestry between all frame pairs", "topics": [ "scale_ancestry" ] }, { "page": "scale_atom_level", "title": "The level at which a scale enumerates its atoms", "topics": [ "scale_atom_level" ] }, { "page": "scale_atom_pairs", "title": "Atom-level correspondence between two frames", "topics": [ "scale_atom_pairs" ] }, { "page": "SCALE_ATTRIBUTE_KINDS", "title": "Kinds of attribute", "topics": [ "SCALE_ATTRIBUTE_KINDS" ] }, { "page": "scale_attributes", "title": "Read attributes, resolved along the hierarchy", "topics": [ "scale_attributes" ] }, { "page": "scale_axes", "title": "Axes of a product", "topics": [ "scale_axes" ] }, { "page": "scale_catalog", "title": "Shipped scale definitions", "topics": [ "clear_scale_dirs", "list_scale_dirs", "register_scale_dir", "scale_catalog" ] }, { "page": "scale_class", "title": "The scale classes, for subclassing and dispatch", "topics": [ "scale_class", "scale_product_class" ] }, { "page": "scale_coverage", "title": "Coverage of a sampled NestedScale", "topics": [ "scale_coverage" ] }, { "page": "scale_crosses", "title": "Do two frames form a product?", "topics": [ "scale_crosses" ] }, { "page": "scale_dataset_info", "title": "Describe a stored dataset without opening it fully", "topics": [ "scale_dataset_info" ] }, { "page": "scale_distance", "title": "Distance between the units of a scale", "topics": [ "scale_distance" ] }, { "page": "SCALE_DISTANCES", "title": "Built-in distances", "topics": [ "SCALE_DISTANCES" ] }, { "page": "scale_example", "title": "A small example NestedScale", "topics": [ "scale_example" ] }, { "page": "scale_example2", "title": "A second small example NestedScale", "topics": [ "scale_example2" ] }, { "page": 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