Package 'protolite'

Title: Highly Optimized Protocol Buffer Serializers
Description: Pure C++ implementations for reading and writing several common data formats based on Google protocol-buffers. Currently supports 'rexp.proto' for serialized R objects, 'geobuf.proto' for binary geojson, and 'mvt.proto' for vector tiles. This package uses the auto-generated C++ code by protobuf-compiler, hence the entire serialization is optimized at compile time. The 'RProtoBuf' package on the other hand uses the protobuf runtime library to provide a general- purpose toolkit for reading and writing arbitrary protocol-buffer data in R.
Authors: Jeroen Ooms
Maintainer: Jeroen Ooms <[email protected]>
License: MIT + file LICENSE
Version: 2.3.0
Built: 2024-09-07 05:52:22 UTC
Source: https://github.com/jeroen/protolite

Help Index


Geobuf

Description

The geobuf format is an optimized binary format for storing geojson data with protocol buffers. These functions are compatible with the geobuf2json and json2geobuf utilities from the geobuf npm package.

Usage

read_geobuf(x, as_data_frame = TRUE)

geobuf2json(x, pretty = FALSE)

json2geobuf(json, decimals = 6)

Arguments

x

file path or raw vector with the serialized geobuf.proto message

as_data_frame

simplify geojson data into data frames

pretty

indent json, see jsonlite::toJSON

json

a text string with geojson data

decimals

how many decimals (digits behind the dot) to store for numbers


Mapbox Vector Tiles

Description

Read Mapbox vector-tile (mvt) files and returns the list of layers.

Usage

read_mvt_data(data, as_latlon = TRUE, zxy = NULL)

read_mvt_sf(data, crs = 4326, zxy = NULL)

Arguments

data

url, path or raw vector with the mvt data

as_latlon

return the data as lat/lon instead of raw EPSG:3857 positions

zxy

vector of length 3 with respectively z (zoom), x (column) and y (row). For file/url in the standard ⁠../{z}/{x}/{y}.mvt⁠ format, these are automatically inferred from the input path.

crs

desired output coordinate system (passed to sf::st_transform). Note that mvt input is always by definition 3857.


Serialize to Protocol Buffers

Description

Serializes R objects to a general purpose protobuf message. It uses the same rexp.proto descriptor and mapping between R objects and protobuf messages as RHIPE and the RProtoBuf package.

Usage

serialize_pb(object, connection = NULL, skip_native = FALSE)

unserialize_pb(msg)

Arguments

object

an R object to serialize

connection

a connection, file, or NULL for a raw vector

skip_native

do not serialize 'native' (non-data) R objects. Setting to TRUE will only serialize data types (numeric, boolean, string, raw, list). The default behavior is to fall back on base R serialize for non-data objects.

msg

raw vector with the serialized rexp.proto message

Details

The serialize_pb and unserialize_pb reimplement the identically named functions from the RProtoBuf package in pure C++. This makes the function faster and simpler, but the output should be identical.

Examples

# Serialize and unserialize an object
buf <- serialize_pb(iris)
out <- unserialize_pb(buf)
stopifnot(identical(iris, out))

## Not run:  #Fully compatible with RProtoBuf
buf <- RProtoBuf::serialize_pb(iris, NULL)
out <- protolite::unserialize_pb(buf)
stopifnot(identical(iris, out))

# Other way around
buf <- protolite::serialize_pb(mtcars, NULL)
out <- RProtoBuf::unserialize_pb(buf)
stopifnot(identical(mtcars, out))

## End(Not run)