Пример #1
0
def test_submissionsentiment_model(session):
    s = Submission.create(session, **MOCK_SUBMISSION)

    c1 = Comment.create(session, **MOCK_COMMENT1)
    c1_sentiment = comment_sentiment(c1)
    c1s = CommentSentiment.create(session, **c1_sentiment)

    c2 = Comment.create(session, **MOCK_COMMENT2)
    c2_sentiment = comment_sentiment(c2)
    c2s = CommentSentiment.create(session, **c2_sentiment)

    comments = session.query(Comment).options(joinedload("sentiment")).all()

    comment_sentiments = []
    for c in comments:
        comment_sentiments.append({"polarity": c.sentiment.polarity, "subjectivity": c.sentiment.subjectivity})

    submission_sentiment = comment_sentiment_avg(comment_sentiments)
    submission_sentiment.update({"submission_id": s.id})

    ss = SubmissionSentiment.create(session, **submission_sentiment)

    submission_sentiments = session.query(SubmissionSentiment).all()
    ss1 = submission_sentiments[0]

    # test object form
    assert ss1.id == 1
    assert ss1.submission_id == s.id
    for k in submission_sentiment.keys():
        assert getattr(ss1, k) == submission_sentiment[k]

    # test values
    assert ss1.polarity < 0.5 and ss1.polarity > -0.5
    assert ss1.subjectivity > 0.8
Пример #2
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def test_comment_sentiment_avg(session):
    s = Submission.create(session, **const.MOCK_SUBMISSION)

    c1 = Comment.create(session, **const.MOCK_COMMENT1)
    c1_sentiment = sentiment.comment_sentiment(c1)
    c1s = CommentSentiment.create(session, **c1_sentiment)

    c2 = Comment.create(session, **const.MOCK_COMMENT2)
    c2_sentiment = sentiment.comment_sentiment(c2)
    c2s = CommentSentiment.create(session, **c2_sentiment)

    comments = session.query(Comment).\
        options(joinedload('sentiment')).\
        all()

    comment_sentiments = []
    for c in comments:
        comment_sentiments.append({
            "polarity": c.sentiment.polarity,
            "subjectivity": c.sentiment.subjectivity
        })

    csa = sentiment.comment_sentiment_avg(comment_sentiments)
    csa.update({'submission_id': s.id})

    expected_keys = ['submission_id', 'polarity', 'subjectivity']
    assert sorted(csa.keys()) == sorted(expected_keys)

    assert isinstance(csa['polarity'], float)
    assert isinstance(csa['subjectivity'], float)
Пример #3
0
def test_commentsentiment_model(session):
    s = Submission.create(session, **MOCK_SUBMISSION)

    c1 = Comment.create(session, **MOCK_COMMENT1)
    c1_sentiment = comment_sentiment(c1)
    c1s = CommentSentiment.create(session, **c1_sentiment)

    c2 = Comment.create(session, **MOCK_COMMENT2)
    c2_sentiment = comment_sentiment(c2)
    c2s = CommentSentiment.create(session, **c2_sentiment)

    # test object form
    for k in c1_sentiment.keys():
        assert getattr(c1s, k) == c1_sentiment[k]

    # test relationship
    assert c1.sentiment == c1s

    # test values
    assert c1s.id == 1
    assert c1s.polarity > 0.5
    assert c1s.subjectivity > 0.8
    assert c2s.id == 2
    assert c2s.polarity < -0.5
    assert c2s.subjectivity > 0.8