Package: apache.sedona 1.6.0

Apache Sedona

apache.sedona: R Interface for Apache Sedona

R interface for 'Apache Sedona' based on 'sparklyr' (<https://sedona.apache.org>).

Authors:Apache Sedona [aut, cre], Jia Yu [ctb, cph], Yitao Li [aut, cph], The Apache Software Foundation [cph], RStudio [cph]

apache.sedona_1.6.0.tar.gz
apache.sedona_1.6.0.tar.gz(r-4.5-noble)apache.sedona_1.6.0.tar.gz(r-4.4-noble)
apache.sedona_1.6.0.tgz(r-4.4-emscripten)apache.sedona_1.6.0.tgz(r-4.3-emscripten)
apache.sedona.pdf |apache.sedona.html✨
apache.sedona/json (API)

# Install 'apache.sedona' in R:
install.packages('apache.sedona', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/apache/sedona/issues

32 exports 2 stars 0.71 score 39 dependencies 603 downloads

Last updated 2 months agofrom:27ec0fe4b1

Exports:approx_countas.spark.dataframecrs_transformminimum_bounding_boxnew_bounding_boxsedona_apply_spatial_partitionersedona_build_indexsedona_knn_querysedona_range_querysedona_read_dsv_to_typed_rddsedona_read_geojsonsedona_read_geojson_to_typed_rddsedona_read_shapefilesedona_read_shapefile_to_typed_rddsedona_read_wkbsedona_read_wktsedona_render_choropleth_mapsedona_render_heatmapsedona_render_scatter_plotsedona_save_spatial_rddsedona_spatial_joinsedona_spatial_join_count_by_keysedona_write_geojsonsedona_write_wkbsedona_write_wktspark_read_geojsonspark_read_geoparquetspark_read_shapefilespark_write_geojsonspark_write_geoparquetspark_write_rasterto_spatial_rdd

Dependencies:askpassblobclicodetoolsconfigcpp11curlDBIdbplyrdplyrfansigenericsglobalsgluehttrjsonlitelifecyclemagrittrmimeopensslpillarpkgconfigpurrrR6rlangrstudioapisparklyrstringistringrsystibbletidyrtidyselectutf8uuidvctrswithrxml2yaml

Readme and manuals

Help Manual

Help pageTopics
Find the approximate total number of records within a Spatial RDD.approx_count
Perform a CRS transformation.crs_transform
Find the minimal bounding box of a geometry.minimum_bounding_box
Construct a bounding box object.new_bounding_box
Import data from a spatial RDD into a Spark Dataframe.as.spark.dataframe sdf_register.spatial_rdd
Apply a spatial partitioner to a Sedona spatial RDD.sedona_apply_spatial_partitioner
Build an index on a Sedona spatial RDD.sedona_build_index
Query the k nearest spatial objects.sedona_knn_query
Execute a range query.sedona_range_query
Create a typed SpatialRDD from a delimiter-separated values data source.sedona_read_dsv_to_typed_rdd
Read geospatial data into a Spatial RDDsedona_read_geojson sedona_read_shapefile sedona_read_wkb sedona_read_wkt
(Deprecated) Create a typed SpatialRDD from a shapefile or geojson data source.sedona_read_geojson_to_typed_rdd sedona_read_shapefile_to_typed_rdd
Visualize a Sedona spatial RDD using a choropleth map.sedona_render_choropleth_map
Visualize a Sedona spatial RDD using a heatmap.sedona_render_heatmap
Visualize a Sedona spatial RDD using a scatter plot.sedona_render_scatter_plot
Save a Spark dataframe containing exactly 1 spatial column into a file.sedona_save_spatial_rdd
Perform a spatial join operation on two Sedona spatial RDDs.sedona_spatial_join
Perform a spatial count-by-key operation based on two Sedona spatial RDDs.sedona_spatial_join_count_by_key
Write SpatialRDD into a file.sedona_write_geojson sedona_write_wkb sedona_write_wkt
Read geospatial data into a Spark DataFrame.spark_read_geojson spark_read_geoparquet spark_read_shapefile
Write geospatial data from a Spark DataFrame.spark_write_geojson spark_write_geoparquet spark_write_raster
Export a Spark SQL query with a spatial column into a Sedona spatial RDD.to_spatial_rdd