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)]
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Release files for ngram-search 0.1.2
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Release files / ngram-search-0.1.2.tar.gz
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Release files / ngram_search-0.1.2-cp37-cp37m-win32.whl
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Release files / ngram_search-0.1.2-cp37-cp37m-manylinux2010_x86_64.whl
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| Size | 137.4 kB |
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Release files / ngram_search-0.1.2-cp37-cp37m-manylinux2010_i686.whl
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Release files / ngram_search-0.1.2-cp37-cp37m-manylinux1_x86_64.whl
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Release files / ngram_search-0.1.2-cp37-cp37m-manylinux1_i686.whl
| Download URL | ngram_search-0.1.2-cp37-cp37m-manylinux1_i686.whl |
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Release files / ngram_search-0.1.2-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | ngram_search-0.1.2-cp37-cp37m-macosx_10_9_x86_64.whl |
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| Size | 28.9 kB |
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Release files / ngram_search-0.1.2-cp36-cp36m-win_amd64.whl
| Download URL | ngram_search-0.1.2-cp36-cp36m-win_amd64.whl |
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| Size | 31.3 kB |
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Release files / ngram_search-0.1.2-cp36-cp36m-win32.whl
| Download URL | ngram_search-0.1.2-cp36-cp36m-win32.whl |
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| Size | 27.2 kB |
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Release files / ngram_search-0.1.2-cp36-cp36m-manylinux2010_x86_64.whl
| Download URL | ngram_search-0.1.2-cp36-cp36m-manylinux2010_x86_64.whl |
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Release files / ngram_search-0.1.2-cp36-cp36m-manylinux2010_i686.whl
| Download URL | ngram_search-0.1.2-cp36-cp36m-manylinux2010_i686.whl |
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Release files / ngram_search-0.1.2-cp36-cp36m-manylinux1_x86_64.whl
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Release files / ngram_search-0.1.2-cp36-cp36m-manylinux1_i686.whl
| Download URL | ngram_search-0.1.2-cp36-cp36m-manylinux1_i686.whl |
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Release files / ngram_search-0.1.2-cp36-cp36m-macosx_10_9_x86_64.whl
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Release files / ngram_search-0.1.2-cp35-cp35m-win_amd64.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-win_amd64.whl |
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Release files / ngram_search-0.1.2-cp35-cp35m-win32.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-win32.whl |
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| Size | 26.7 kB |
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Release files / ngram_search-0.1.2-cp35-cp35m-manylinux2010_x86_64.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-manylinux2010_x86_64.whl |
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| Size | 134.9 kB |
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Release files / ngram_search-0.1.2-cp35-cp35m-manylinux2010_i686.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-manylinux2010_i686.whl |
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| Size | 134.4 kB |
| Tags | CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.12+ x86-32 |
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SHA-256 checksum How to use checksums |
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Release files / ngram_search-0.1.2-cp35-cp35m-manylinux1_x86_64.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-manylinux1_x86_64.whl |
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| Size | 134.9 kB |
| Tags | CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-64 |
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Release files / ngram_search-0.1.2-cp35-cp35m-manylinux1_i686.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-manylinux1_i686.whl |
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| Size | 134.4 kB |
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Release files / ngram_search-0.1.2-cp35-cp35m-macosx_10_9_x86_64.whl
| Download URL | ngram_search-0.1.2-cp35-cp35m-macosx_10_9_x86_64.whl |
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| Size | 28.7 kB |
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