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vowpalwabbit

VowpalWabbit Components

Renames

Some common targets were renamed to match the new consistent style:

  • vw-bin -> vw_cli_bin
  • vw -> vw_core
  • spanning_tree -> vw_spanning_tree_bin

Component descriptions

name target type description public_deps private_deps exceptions
active_interactor vw_active_interactor_bin EXECUTABLE Tool for interacting with active mode reductions N/A
allreduce vw_allreduce STATIC_ONLY Supporting library for thread or socket based distributed learning vw_common, vw_io Yes
c_wrapper vw_c_wrapper SHARED_ONLY Old C API. Cannot convey errors in current interface. Can be disabled using option VW_BUILD_VW_C_WRAPPER vw_core Yes, exceptions are thrown across boundary
cli vw_cli_bin EXECUTABLE Primary VW command line interface. The vw executable. vw_core N/A
common vw_common HEADER_ONLY Common utilities that are shared by every project. The only dependencies permitted are polyfill/vocabulary types nonstd::string-view-lite Yes, also supports VW_NOEXCEPT
config vw_config STATIC_ONLY Option parsing, and command line utilities vw_common fmt::fmt Yes
core vw_core STATIC_ONLY This contains all remaining VW code, all reduction implementations, driver, option handling vw_common, vw_explore, vw_allreduce, vw_config, spdlog::spdlog, fmt::fmt dl, Threads::Threads, vw_io, Boost::math, eigen, RapidJSON Yes
csv_parser vw_csv_parser STATIC_ONLY Parser implementation that reads csv examples. Disabled by default. Enable with VW_FEAT_CSV=ON vw_common, vw_config, vw_core Yes
explore vw_explore HEADER_ONLY Utilities for sampling and generating exploration distributions vw_common No
io vw_io STATIC_ONLY Utilities for input and output vw_common, spdlog::spdlog, fmt::fmt ZLIB::ZLIB Yes
slim vw_slim STATIC_ONLY Minimal inference only runtime vw_common, vw_explore No
spanning_tree vw_spanning_tree_bin EXECUTABLE Command line tool for connecting instances of vw for distributed learning vw_spanning_tree, vw_common, vw_config N/A
spanning_tree vw_spanning_tree STATIC_ONLY Supporting code for connecting instances of VW for distributed learning vw_common Threads::Threads Yes
fb_parser vw_fb_parser STATIC_ONLY Parser implementation that reads flatbuffer examples. Disabled by default. Enable with VW_FEAT_FLATBUFFERS=On. vw_core, fb_generate_headers Yes

How to generate the above table:

  1. Run CMake configure with -DVW_OUPUT_LIB_DESCRIPTIONS=On
  2. Pass the generated JSON through this website