commit	b91d5325b0952eb91df2071d35ff411bc999ee9a	[log] [tgz]
author	Marc Kupietz <kupietz@ids-mannheim.de>	Fri Nov 15 16:04:32 2024 +0100
committer	Marc Kupietz <kupietz@ids-mannheim.de>	Fri Nov 15 16:04:32 2024 +0100
tree	3f76a3165df5a815fec707e13c006a09f9befed5
parent	ce2d005b371bfdeca816c7797f48c509f3753df4 [diff]

tree: 3f76a3165df5a815fec707e13c006a09f9befed5

README.md

CollocatorDB: Storing and retrieving collocation counts based on RocksDB

Installation

Install RocksDB and prerequisites

on CentOS, Fedora, RHEL

sudo yum install cmake3 snappy snappy-devel zlib zlib-devel bzip2 bzip2-devel lz4-devel libzstd-devel libomp-devel

git clone https://github.com/gflags/gflags.git
cd gflags
git checkout v2.0
./configure && make && sudo make install
cd ..

on Ubuntu, Debian

sudo apt-get install cmake libgflags-dev libsnappy-dev zlib1g-dev libbz2-dev liblz4-dev libzstd-dev libomp-dev

on MacOS

brew install cmake snappy zlib bzip2 lz4 zstd libomp gflags

install our fork of RocksDB v5.11.3.fb

on Linux

git clone https://github.com/kupietz/rocksdb.git -b 5.11.fb --single-branch
cd rocksdb
make -j $(nproc) static_lib DISABLE_WARNING_AS_ERROR=1 && sudo make install-static DISABLE_WARNING_AS_ERROR=1
make -j $(nproc) shared_lib DISABLE_WARNING_AS_ERROR=1 && sudo make install-shared DISABLE_WARNING_AS_ERROR=1
cd build
ldconfig

on MacOS

git clone https://github.com/kupietz/rocksdb.git -b 5.11.fb --single-branch
cd rocksdb
mkdir -f build
cd build
cmake .. -DWITH_SNAPPY=1 -DWITH_LZ4=1 -DWITH_ZLIB=1 -DWITH_GFLAGS=1 -DCMAKE_INSTALL_LIBDIR=/usr/local/lib
make -j $(sysctl -n hw.ncpu) && sudo make install

Install CollocatorDB

git clone "https://korap.ids-mannheim.de/gerrit/ids-kl/collocatordb"
cd collocatordb
mkdir -p build
cd build
cmake -DCMAKE_INSTALL_PREFIX=/usr/local ..
make && ctest --extra-verbose && sudo make install

Provided API

typedef struct {
  uint32_t w2;
  uint64_t f2;
  uint64_t raw;
  double pmi;
  double npmi;
  double llr;
  double lfmd;
  double md;
  uint64_t left_raw;
  uint64_t right_raw;
  double left_pmi;
  double right_pmi;
  double dice;
  double logdice;
  double ldaf;
  int window;
  int af_window;
} COLLOCATOR ;

COLLOCATORDB *open_collocatordb(const char *s);
COLLOCATORDB *open_collocatordb_for_write(const char *s);
void inc_collocator(COLLOCATORDB *db, uint64_t w1, uint64_t w2, int8_t dist);
void dump_collocators(COLLOCATORDB *db, uint32_t w1, uint32_t w2, int8_t dist);
COLLOCATOR *get_collocators(COLLOCATORDB *db, uint32_t w1);
COLLOCATOR *get_collocation_scores(COLLOCATORDB *db, uint32_t w1, uint32_t w2);
char *get_collocators_as_json(COLLOCATORDB *db, uint32_t w1);
char *get_collocation_scores_as_json(COLLOCATORDB *db, uint32_t w1, uint32_t w2);
char *get_word(COLLOCATORDB *db, uint32_t w1);
void read_vocab(COLLOCATORDB *db, char *fname);
char *get_version();

Changes

v1.3.2 (2024-11-15)
- added get_version(), which returns version string
v1.3.1 (2024-11-14)
- fixed calculation of total token count

TODO

extend API
add more unit tests

License

Based on RocksDB, CollocatorDB is dual-licensed under both the GPLv2 (found in the COPYING file in the root directory) and Apache 2.0 License (found in the LICENSE.Apache file in the root directory). You may select, at your option, one of the above-listed licenses.