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import requests_mock |
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from flask_jsondash.data_utils import wordcloud |
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def test_get_word_freq_distribution(): |
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words = ['foo', 'foo', 'bar', 'baz'] |
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res = wordcloud.get_word_freq_distribution(words) |
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assert dict(res) == {'foo': 2, 'bar': 1, 'baz': 1} |
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def test_get_word_freq_distribution_no_stopwords(): |
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words = ['foo', 'bar', 'baz', 'the'] |
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res = wordcloud.get_word_freq_distribution(words) |
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assert dict(res) == {'foo': 1, 'bar': 1, 'baz': 1} |
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def test_get_word_freq_distribution_none(): |
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words = [] |
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res = wordcloud.get_word_freq_distribution(words) |
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assert dict(res) == {} |
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def test_format_4_wordcloud(): |
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words = [('foo', 1), ('bar', 1)] |
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res = wordcloud.format_4_wordcloud(words) |
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assert res == [ |
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{'size': 2, 'text': 'foo'}, {'size': 2, 'text': 'bar'} |
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] |
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def test_format_4_wordcloud_sizing(): |
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words = [('foo', 2), ('bar', 2)] |
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res = wordcloud.format_4_wordcloud(words, size_multiplier=3) |
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assert res == [ |
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{'size': 6, 'text': 'foo'}, {'size': 6, 'text': 'bar'} |
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] |
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def test_format_4_wordcloud_none(): |
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words = [] |
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res = wordcloud.format_4_wordcloud(words) |
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assert res == [] |
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def test_url2wordcloud_exclude_punct(monkeypatch): |
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url = 'http://www.test.com' |
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content = '<html><body>; great words $ &!</body></html>' |
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with requests_mock.Mocker() as m: |
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m.get(url, content=content) |
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res = wordcloud.url2wordcloud(url, exclude_punct=True) |
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assert isinstance(res, list) |
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words = [w['text'] for w in res] |
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for punct in [';', '$', '&!']: |
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assert punct not in words |
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for w in ['great', 'words']: |
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assert w in words |
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def test_url2wordcloud_limit(monkeypatch): |
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url = 'http://www.test.com' |
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content = '<html><body>these are are great great great words</body></html>' |
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with requests_mock.Mocker() as m: |
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m.get(url, content=content) |
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res = wordcloud.url2wordcloud(url, limit=2) |
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assert isinstance(res, list) |
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words = [w['text'] for w in res] |
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assert any([ |
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words == ['words', 'great'], |
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words == ['great', 'words'] |
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]) |
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def test_url2wordcloud_min_len_none(monkeypatch): |
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url = 'http://www.test.com' |
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content = '<html><body>; great words short word $</body></html>' |
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with requests_mock.Mocker() as m: |
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m.get(url, content=content) |
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res = wordcloud.url2wordcloud(url, min_len=10) |
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assert isinstance(res, list) |
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words = [w['text'] for w in res] |
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assert words == [] |
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def test_url2wordcloud_min_len_none_one(monkeypatch): |
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url = 'http://www.test.com' |
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content = '<html><body>a a prettylongwordfortest sort word</body></html>' |
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with requests_mock.Mocker() as m: |
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m.get(url, content=content) |
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res = wordcloud.url2wordcloud(url, min_len=10) |
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assert isinstance(res, list) |
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words = [w['text'] for w in res] |
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assert words == ['prettylongwordfortest'] |
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def test_url2wordcloud_bad_url(monkeypatch): |
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url = 'http://www.test.com' |
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content = '<html><body>500 SERVER ERROR.</body></html>' |
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with requests_mock.Mocker() as m: |
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m.get(url, content=content, status_code=404) |
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res = wordcloud.url2wordcloud(url, min_len=10) |
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assert res == [] |
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