Passed

test.demonstrator_test.DemonstratorTestCase.test_topic_modeling (from pytest)

Standard Output

Accessing user input ...
1 text files.
1 topics.
1 iterations.
Using external stopwords list.
Tokenizing <FileStorage: 'document.txt' ('text/plain')> ...
Accessing external stopwords list ...
Determining hapax legomena ...
Removing stopwords and hapax legomena from corpus ...
Accessing corpus vocabulary ...
LDA training ...
Accessing topics ...
Accessing doc-topic-matrix ...
Creating interactive heatmap ...

Standard Error

DEBUG dariah_topics.preprocessing: Tokenizing document ...
DEBUG dariah_topics.preprocessing: Lowering all characters ...
INFO dariah_topics.preprocessing: Creating document-term matrix for small corpus ...
DEBUG dariah_topics.preprocessing: Updating document in document-term matrix ...
INFO dariah_topics.preprocessing: Determining hapax legomena ...
DEBUG dariah_topics.preprocessing: Small corpus model ...
DEBUG dariah_topics.preprocessing: Tokenizing document ...
DEBUG dariah_topics.preprocessing: Lowering all characters ...
INFO lda: n_documents: 1
INFO lda: vocab_size: 15
INFO lda: n_words: 40
INFO lda: n_topics: 1
INFO lda: n_iter: 1
INFO lda: <0> log likelihood: -165
INFO lda: <0> log likelihood: -165
INFO dariah_topics.postprocessing: Accessing topics from lda model ...