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        "description": "# Introduction\nThis is a Suffix Tree data structure lib implemented in C++, wrapped with python.\n\nExpect for contructing the tree, this lib also provides to construct the query tree for speeding up querying strings.\n\n# Install and Build\n### Install from Pypi\n\nrun `pip install csuffixtree`\n\n### Build\nYou can build this either on linux or windows.\n\n\n### Install Python Package\n\n1. Build SuffixTreePyBinding solution in Windows\n2. On linux you should go to `linux` directory, and run `make python` \n3. under SuffixTreePy directory. run `python setup.py install`\n\n# How to use\n\nYou can construct a suffix tree in the following way.\n```\nfrom suffixtree import *\ntree = SuffixTree(True,[\"abc\",\"123\",\"321\"])\ntree.addStrings([\"xyz\",\"abcd\"])\nprint(tree.findString(\"1\"))\nprint(tree.findString(\"a\"))\n\n```\n\nIf you finished inserting strings to a suffix tree, and you want the querying be very fast\nyou can do:\n\n```\n# convert tree to query tree, this release a part of memory\nqtree = tree.createQueryTree()\nqtree.cacheNodes() # take some time to cache intermediate nodes\nqtree.findString(\"a\")\n\n```\n\nFor simplicity you can also write\n\n```\n# do not preserve string\nqtree = SuffixQueryTree(False,[\"abc\",\"abcd\",\"123\",\"321\"])\nidx = qtree.findStringIdx(\"abc\") # you cannot use findString now\nprint(idx)\n```\n\n### Serialization \nSuffixQueryTree can be serialized and deserialized to/from a file a bytes object.\nFor example:\n\n ```\n# do not preserve string\nqtree = SuffixQueryTree(False,[\"abc\",\"abcd\",\"123\",\"321\"])\nidx = qtree.findStringIdx(\"abc\") # you cannot use findString now\nprint(idx)\n```\n\n\n\n",
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