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| import numpy | |
| # The link structure | |
| links = { | |
| 'a.com': ['b.com', 'c.com', 'g.com', 'i.com'], | |
| 'b.com': ['d.com', 'c.com', 'a.com'], | |
| 'c.com': ['i.com'], | |
| 'd.com': [], | |
| 'e.com': ['d.com'], | |
| 'f.com': ['c.com'], |
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| import nltk | |
| from collections import defaultdict | |
| from nltk.stem.snowball import EnglishStemmer | |
| class Index: | |
| """ Inverted index datastructure """ | |
| def __init__(self, tokenizer, stemmer=None, stopwords=None): | |
| """ | |
| tokenizer -- NLTK compatible tokenizer function |
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| # TOP10 Dire straits | |
| index.add('Industrial Disease') | |
| index.add('Private Investigations') | |
| index.add('So Far Away') | |
| index.add('Twisting by the Pool') | |
| index.add('Skateaway') | |
| index.add('Walk of Life') | |
| index.add('Romeo and Juliet') | |
| index.add('Tunnel of Love') | |
| index.add('Money for Nothing') |
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| print index.lookup('loves') | |
| ['Tunnel of Love', 'Whole Lotta Love', "Since I've Been Loving You"] | |
| print index.lookup('loved') | |
| ['Tunnel of Love', 'Whole Lotta Love', "Since I've Been Loving You"] | |
| print index.lookup('daze') | |
| ['Dazed and Confused'] | |
| print index.lookup('confusion') | |
| ['Dazed and Confused'] |
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| from nltk.corpus import wordnet as wn | |
| # Just to make it a bit more readable | |
| WN_NOUN = 'n' | |
| WN_VERB = 'v' | |
| WN_ADJECTIVE = 'a' | |
| WN_ADJECTIVE_SATELLITE = 's' | |
| WN_ADVERB = 'r' | |
| def convert(word, from_pos, to_pos): |
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| print convert("death", WN_NOUN, WN_VERB) | |
| print convert("story", WN_NOUN, WN_VERB) | |
| print convert("boring", WN_ADJECTIVE, WN_NOUN) | |
| print convert("trouble", WN_NOUN, WN_ADJECTIVE) | |
| print convert("solve", WN_VERB, WN_ADJECTIVE_SATELLITE) | |
| print convert("think", WN_VERB, WN_ADJECTIVE) | |
| [('die', 0.75), ('end', 0.2), ('decease', 0.05)] | |
| [('report', 0.2222222222222222), ('tell', 0.2222222222222222), ('narrate', 0.2222222222222222),... | |
| [('tedium', 0.3333333333333333), ('dullness', 0.16666666666666666),... |
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| def generate_xml(): | |
| return 'items.xml', '<items><item>Item 1</item></items>' |
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| from django.core.servers.basehttp import FileWrapper | |
| from django.http import HttpResponse | |
| import tempfile | |
| import urllib | |
| # ... | |
| def xml_view(request): | |
| # ... | |
| filename, _str = generate_xml() |
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| mkdir tastypie-tutorial | |
| cd tastypie-tutorial/ | |
| virtualenv tptut | |
| pip install Django South | |
| source tptut/bin/activate |
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| pip install Django South | |
| django-admin.py startproject tptutorial |