Package: data.sketches
Title: Probabilistic Streaming Data Sketches
Version: 0.1.0
Authors@R: c(
    person("Pedro", "Baltazar", email = "pedrobtz@gmail.com",
           role = c("aut", "cre", "cph")),
    person("The Apache Software Foundation", role = "ctb",
           comment = "Author of bundled Apache DataSketches C++ code"),
    person("Stephan", "Brumme", role = "ctb",
           comment = "Author of bundled xxhash64.h code"),
    person("Austin", "Appleby", role = "ctb",
           comment = "Author of bundled public-domain MurmurHash3 code"),
    person(c("Sean", "Eron"), "Anderson", role = "ctb",
           comment = "Author of bundled public-domain bit-hack code used in ceiling_power_of_2.hpp")
  )
Description: Provides an interface to the 'Apache DataSketches'
    (<https://datasketches.apache.org/>) library of streaming algorithms for
    approximate analytics on data too large to hold or process exactly.
    Sketches are compact, mergeable summaries built in a single pass over a
    stream that answer queries such as approximate distinct counts, quantiles
    and ranks, frequent items and point-frequency estimates, weighted sampling,
    and set membership with mathematically proven error bounds. Implements
    Karnin-Lang-Liberty (KLL), Relative Error
    Quantiles (REQ), t-Digest, HyperLogLog (HLL), Compressed Probabilistic
    Counting (CPC), Theta, Frequent Items, Count-Min, Array of Doubles,
    Variance Optimal (VarOpt), Exact and Bounded Probabilistic
    Proportional-to-Size (EBPPS), and Bloom filter sketches, with native
    serialization for interoperability with other 'Apache DataSketches'
    implementations.
License: MIT + file LICENSE
Copyright: file inst/COPYRIGHTS
URL: https://github.com/pedrobtz/data.sketches,
        https://pedrobtz.github.io/data.sketches/
BugReports: https://github.com/pedrobtz/data.sketches/issues
Depends: R (>= 4.1.0)
Imports: R6, rlang
Suggests: testthat (>= 3.0.0)
LinkingTo: cpp11
Config/testthat/edition: 3
Encoding: UTF-8
RoxygenNote: 7.3.3
SystemRequirements: C++17
NeedsCompilation: yes
Packaged: 2026-06-23 11:07:34 UTC; pbtz
Author: Pedro Baltazar [aut, cre, cph],
  The Apache Software Foundation [ctb] (Author of bundled Apache
    DataSketches C++ code),
  Stephan Brumme [ctb] (Author of bundled xxhash64.h code),
  Austin Appleby [ctb] (Author of bundled public-domain MurmurHash3 code),
  Sean Eron Anderson [ctb] (Author of bundled public-domain bit-hack code
    used in ceiling_power_of_2.hpp)
Maintainer: Pedro Baltazar <pedrobtz@gmail.com>
Repository: CRAN
Date/Publication: 2026-07-09 09:00:02 UTC
Built: R 4.5.3; x86_64-w64-mingw32; 2026-08-10 01:26:49 UTC; windows
Archs: x64
