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mapbox/tippecanoe

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3,026 stele·426 fork-uri·C++·bsd-2-clause·5 vizualizări

Tippecanoe

Tippecanoe is a command-line tool used to generate optimized vector tiles for web maps. It converts large-scale geospatial datasets, including GeoJSON, CSV, and Geobuf files, into binary vector tiles or MBTiles SQLite databases.

The project is designed to maintain map performance and visual quality across different zoom levels. It achieves this through geospatial data downsampling, which includes simplifying geometries and thinning point density to prevent tile overcrowding and keep tile sizes within specific limits.

The tool provides extensive data transformation capabilities, such as attribute-based filtering, feature coalescing, and point clustering. It also supports merging multiple geospatial sources and joining external CSV attributes to existing tile features.

Tippecanoe includes utilities for projecting coordinates from WGS84 to Web Mercator and sorting features via a Hilbert Curve to optimize spatial data layout.

Features

  • Vector Tile Generation - Transforms geospatial data in Geobuf format into vector tiles by projecting coordinates and processing geometry.
  • Geospatial Data Downsamplers - Simplifies geometries and thins point density to maintain map performance across different zoom levels.
  • Vector Tile Conversion - Transforms geospatial coordinates into tiled vector formats by decoding geometry and scaling zoom levels.
  • Map Data Optimizers - Simplifies geometries and clusters point features to keep tile sizes small while maintaining visual detail.
  • Binary Serialization - Encodes geospatial coordinates and attributes into a compact binary format for efficient transmission and storage.
  • Feature Downsampling - Thins point data and simplifies geometries at lower zoom levels to prevent tile overcrowding.
  • GeoJSON to Vector Tile Conversion - Parse GeoJSON features and geometries from input files to generate optimized vector tiles.
  • Geospatial Feature Deserialization - Reads binary geospatial data to reconstruct features, including geometry, attributes, and layer associations.
  • Geospatial Format Parsing - Translates GeoJSON, CSV, and Geobuf inputs into a unified internal representation for projection and tiling.
  • Geospatial Tile Processors - Converts between geographic coordinates and tiled representations for mapping data to the correct tile locations.
  • Large Scale Map Tiling - Processes massive GeoJSON, CSV, or Geobuf files into MBTiles or directory structures for geographic information systems.
  • MBTiles Packaging - Stores generated vector tiles and metadata within a single SQLite database following the MBTiles specification.
  • Point Data Downsampling - Drops a fraction of point features at lower zoom levels to prevent tile overcrowding.
  • MBTiles Storage Adapters - Packages generated geospatial tiles and metadata into a SQLite database following the MBTiles specification.
  • Geospatial Feature Serialization - Writes geospatial geometry and metadata into a binary format optimized for efficient storage and retrieval.
  • Geometry Simplification Tools - Reduces vertex density of lines and polygons using adjustable tolerances to maintain visual fidelity.
  • Geospatial Vector Simplification - Reduces the complexity of lines and polygons using adjustable tolerances to maintain performance across zoom levels.
  • Geospatial Data Downsampling - Reduces the complexity of lines and points across zoom levels to prevent map overcrowding and slow performance.
  • Vector Tile Generation - Converts large geospatial datasets into optimized vector tiles for efficient web map rendering.
  • Vector Tile Generators - Converts GeoJSON, CSV, and Geobuf data into optimized binary vector tiles for web maps.
  • Coordinate Projections - Handles input data in WGS84 or Web Mercator projections to ensure correct placement in vector tiles.
  • Coordinate-to-Tile Mapping - Transforms geospatial coordinates and projections into tile indices and back to map coordinates.
  • Geographic Projections - Transforms geographic coordinates from WGS84 ellipsoidal models to a flat Web Mercator plane for indexing.
  • CSV to Vector Tile Conversion - Parse geospatial data from CSV files and integrate it into a vector tile structure.
  • JSON and Data Parsing - Convert JSON-formatted geospatial data into internal representations of points, lines, and polygons.
  • Tileset Merging - Join multiple tile files or directories together with layer renaming and selective zoom level copying.
  • Unique Identifier Generators - Implements utilities to generate unique IDs for geospatial features or map existing attributes as primary identifiers.
  • Geobuf Parsing - Convert Geobuf encoded geospatial data into a format suitable for vector tile generation.
  • Attribute Filtering - Includes or excludes geospatial features based on logic filters or specific attribute values.
  • Disk-Based Tile Storage - Saves geospatial data as a directory hierarchy of binary files organized by zoom and coordinates.
  • Feature Attribute Management - Provides tools to include, exclude, or coerce data types for attributes and assign custom metadata descriptions.
  • Feature Coalescing - Merges multiple point features into MultiPoint features to reduce the total number of elements in a tile.
  • Geospatial Source Merging - Combine multiple geospatial input files into a single layer or maintain them as separate layers.
  • Shell-Based Processing - Execute shell commands as pre- or post-filters to transform geospatial features during tiling.
  • Vector Tile Feature Transformation - Filters, merges, and modifies geospatial features using shell commands and attribute-based logic.
  • Feature Filtering Pipelines - Executes external system commands as pre- or post-processing steps to transform geospatial attributes.
  • Spatial Data Preprocessing - Cleans and transforms geospatial attributes and coordinates using shell filters before tiling them for a map.
  • MBTiles Database Generation - Packages geospatial vector data into the MBTiles SQLite format for efficient storage and serving.
  • Vector Tile Density Management - Thins out features using dot-density gamma or reduction strategies to prevent tile overcrowding.
  • Vector Tile Size Constraints - Drops or coalesces features dynamically to ensure compressed tiles stay under specific byte or feature count limits.
  • Geospatial Geometry Clipping - Implements geometry clipping to limit the geographic extent of generated tiles to a specified bounding box.
  • Vector Tile Merging - Combine multiple vector tile sources into a single output by joining layers and filtering attributes.
  • Map Point Clustering - Groups nearby points into single representative features and aggregates attributes using mathematical operations.
  • Spatial Sorting - Orders geospatial features along a space-filling Hilbert curve to optimize disk access and locality.
  • C Geospatial Libraries - Tool for building vector tilesets from large GeoJSON collections.
  • Low Level Geospatial Libraries - Builds vector tilesets from large feature collections.
  • Visualization Frameworks - Build vector tilesets from large GeoJSON collections.

Istoric stele

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Întrebări frecvente

Ce face mapbox/tippecanoe?

Tippecanoe is a command-line tool used to generate optimized vector tiles for web maps. It converts large-scale geospatial datasets, including GeoJSON, CSV, and Geobuf files, into binary vector tiles or MBTiles SQLite databases.

Care sunt principalele funcționalități ale mapbox/tippecanoe?

Principalele funcționalități ale mapbox/tippecanoe sunt: Vector Tile Generation, Geospatial Data Downsamplers, Vector Tile Conversion, Map Data Optimizers, Binary Serialization, Feature Downsampling, GeoJSON to Vector Tile Conversion, Geospatial Feature Deserialization.

Care sunt câteva alternative open-source pentru mapbox/tippecanoe?

Alternativele open-source pentru mapbox/tippecanoe includ: mbloch/mapshaper — Mapshaper is a tool for processing, simplifying, and converting geographic vector data, available as a command-line… maplibre/martin — Martin is a geospatial data API and vector tile server that delivers map tiles, styles, sprites, and glyphs to web map… urbica/martin — Martin is a vector tile server and map asset server that delivers geospatial data from PostGIS databases, MBTiles, and… toblerity/shapely — Shapely is a geometric analysis library for the manipulation and analysis of planar geometric objects. It functions as… google/protobuf — Protocol Buffers is a binary serialization framework used to encode structured information into compact payloads to… golang/protobuf — This project is a Protocol Buffers implementation for Go, providing a binary serialization framework to convert native…