ngram-search

Ngram-based indexing of strings into a binary file

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Development Status
- 3 - Alpha
Intended Audience
- Developers
License
- OSI Approved :: MIT License
Programming Language
- Cython
Topic
- Database
- Text Processing

Project description

This library allows indexing many strings into a file, and then efficiently fuzzy-matching strings against what’s been indexed.

Currently, the structure is built from the Rust program in memory before being written to the file, so that phase uses a lot of RAM. You cannot create/change an index from Python.

String search is done from the file and requires little memory.

The index is a trie structure in which trigrams can be looked up; results for each trigrams of the input are matched and sorted to get the most similar strings.

Example:

>>> from ngram_search import Ngrams
>>> ngrams = Ngrams(path)
>>> ngrams.search("ham", 0.24)
[(0, 1.0), (2, 0.25)]
>>> ngrams.search("spa", 0.2)
[(0, 0.375)]

Project details

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Development Status
- 3 - Alpha
Intended Audience
- Developers
License
- OSI Approved :: MIT License
Programming Language
- Cython
Topic
- Database
- Text Processing

Release history Release notifications | RSS feed

This version

0.1.2

Feb 20, 2021

0.1.1

Sep 1, 2020

0.1

Sep 1, 2020

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SHA256	`98bb4ede9fbf0464f061a3421f42d01836f4c23ed52c4f3d8548041729210a2e`
MD5	`8ef267bea6c6d88e5307ae4544e550e4`
BLAKE2b-256	`0c9702ccd0bf7bc2a4b91daa82520b8ee4ce9837c9f99fdd6afcc54cef91a335`

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux2010_i686.whl

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`7e1d35edfd96a752b1abd4d0068df379a34a9092346bf79ae26c7971a7082b81`
MD5	`11d1cfab5dcca7e3ad022380c7c8e774`
BLAKE2b-256	`47a4988e4f5838cf6e78464fbc48420068e89167e61b4698e6d51915b0297fca`

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux1_x86_64.whl

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux1_x86_64.whl
Algorithm	Hash digest
SHA256	`35a560dda49f86f8ab2df9dea7e90cc4bd1bbca65b32d452e8ff78c2d2276853`
MD5	`0f8dd1dbdb64973d86e7027eac1e4c7a`
BLAKE2b-256	`82261be3c09397857cd206678b80ad9121bccfd4b3c6c81e4f98aab5a9c23658`

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux1_i686.whl

Hashes for ngram_search-0.1.2-cp37-cp37m-manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`915e52757085074e57c2bbf254ff5aec168af1683304ddd73908c4329aa1efff`
MD5	`43225ecea7d7c36a510aea721320ffdd`
BLAKE2b-256	`1b27872dad86efc839274177542df606eb013798941ee03277353d45334f582a`

Hashes for ngram_search-0.1.2-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for ngram_search-0.1.2-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`3b464bc09f3c70e352fe6d4fad413b400d625791a564c18b58056ddcfac04599`
MD5	`307fc06804963533e8020e818dc32fc7`
BLAKE2b-256	`6b74cf35bd3436a997e4962a3c59f6c2a4fca57fb1ff1512e8a1c12b933c7852`

Hashes for ngram_search-0.1.2-cp36-cp36m-win_amd64.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-win_amd64.whl
Algorithm	Hash digest
SHA256	`0f3c91af0b2161bb21d17cfcd826d924893fdda1d49a34affe986c611ef384b7`
MD5	`57b3140568891e96f9f650249aeeca70`
BLAKE2b-256	`b0acc54a78e06d60bfd501dd08a30d3e1936e9b1b73109e40dd203420b5a5dda`

Hashes for ngram_search-0.1.2-cp36-cp36m-win32.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-win32.whl
Algorithm	Hash digest
SHA256	`fac73de7049dacbc3c697de43d7bfed9df6df2c37a9882cb801e5246c35c810b`
MD5	`3671b3144542ff9ee0f091570ee8960b`
BLAKE2b-256	`d39b54bece1783f2ca73fa96e8e3a1555e9b909860c197e660ed1dd781133d12`

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux2010_x86_64.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm	Hash digest
SHA256	`104a462c92cd187cf818bf68cede3fa3ffc978ce3d5b205da9aec8b810d6b831`
MD5	`d5e6335eea2793772c753ce55f9992f3`
BLAKE2b-256	`6ac4d2465c277e351c5aa18bab44716c2158b9878559def9a6a61f41cd4f6d45`

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux2010_i686.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`e117fbdab71d2905100c2c2a3861c9ce81e3b8d0de5f81b93edcf9b251dffc13`
MD5	`3e8d4028b2f5ec5ca4498cd2a823fe34`
BLAKE2b-256	`b12cc7b3ae64b98746d071fc66a3e5a80bf7c3b7c944eb057462104fbd659e41`

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux1_x86_64.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux1_x86_64.whl
Algorithm	Hash digest
SHA256	`ece5c81a485072735891c20d9483e578301603f168956d657ee6c128d2b70380`
MD5	`2e1d700bf1c0be04bf1ef3318c5ecf07`
BLAKE2b-256	`98b0652193d72aa84932cdee27849d8fa850b787d99fdb589f9947eeab487aab`

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux1_i686.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`dbfb0fbb45063fecd7098751f9ce90f564bf97b4d1890c0e917262d71c299794`
MD5	`31a2fcb023dfa27e5a1faa1a34ce3c8e`
BLAKE2b-256	`67347fd2b5db99a4d9e31ee0abe80a97b3d43efce42ef36139b48b2d1d989454`

Hashes for ngram_search-0.1.2-cp36-cp36m-macosx_10_9_x86_64.whl

Hashes for ngram_search-0.1.2-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`af906f6e39ea6d28ca38c870ea70e7f12c5dd055a20fa2a52de8c053fd4b0d9e`
MD5	`fb3974c866fd3e6136a3e8d9a380f457`
BLAKE2b-256	`90f241073e330190f64d52ed3f61a5b08a3afc89c5976cfa101739f4beaceec1`

Hashes for ngram_search-0.1.2-cp35-cp35m-win_amd64.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-win_amd64.whl
Algorithm	Hash digest
SHA256	`161e01da2c6a11d44ddf3a5e0aa7df608e425378ccfb008554f3df44f2465217`
MD5	`d45efde27c32f66988a67c23c958cb46`
BLAKE2b-256	`19a0c73a0f9e0b0a0ab21302eec9cfd66d0ca7026055c850e121945912f8b7b8`

Hashes for ngram_search-0.1.2-cp35-cp35m-win32.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-win32.whl
Algorithm	Hash digest
SHA256	`b2ae83fe3b98b1b3d5f14900a9114edc9ed2b8d3b7cfdf9a369166029ff500e2`
MD5	`2c0bf1b435438a338b5e28848025c1eb`
BLAKE2b-256	`edb4fb21ab49c5b7cb67b9be2a28f40b74c1fe247dc8d65dc5fa20d515e17e83`

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux2010_x86_64.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux2010_x86_64.whl
Algorithm	Hash digest
SHA256	`cc268e5d7a5a885a8595e350af9a8cd43570a236d692ac4ce1dd1016f57c88a6`
MD5	`a91f1b9a8a6f8fb6a7874da2437f4733`
BLAKE2b-256	`10a2645ec4f6ba985da309b5f33e5a63fb9c1d986ca303c52e638afab18748eb`

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux2010_i686.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`3b67566d6dff86c0802685bebb5108ce57067d811484e2dc01bb6553b40a0631`
MD5	`d64652e870b7497bf946ae1a28d12402`
BLAKE2b-256	`56eeacb4046674afdde05cb76835e08c10d26bb5edf2c8d82752e86a41b8264f`

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux1_x86_64.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux1_x86_64.whl
Algorithm	Hash digest
SHA256	`eb1844b74a6d7e54ceb96daf78ca95706560aa7426c1b697751f7908cd5eec39`
MD5	`65f83c1bb0b1231737026e0bc02b515b`
BLAKE2b-256	`ed2fde96313b3355e96e571584d0d03fdfa4bd86eca8ecdcef7df647b79e4b3a`

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux1_i686.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`d5720c613853b2bf9fcc7a8324d84f5df216f525da39a2e1e9203e22e62d4cfb`
MD5	`b3f842f8cd1f46a0891c71986d738bf2`
BLAKE2b-256	`6e572be61cdbac2e36b4a6021cd39df396d7f2cdfe8512b4aa3c3eed498915c0`

Hashes for ngram_search-0.1.2-cp35-cp35m-macosx_10_9_x86_64.whl

Hashes for ngram_search-0.1.2-cp35-cp35m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`1e34ca0e2cf163ffbea66386345963b5bbd2b44a79b09ee415d3312841a1448c`
MD5	`95655d2c98f35ba872f3d2e0be2c0703`
BLAKE2b-256	`c19978523ecfb2f3d0fb8b5993a11872544a06fd59c86e16d744176bacb41087`