ModelOutput.__init__() - Code Metrics - Inspection of "Merge pull request #77 from brianrusso/master" - ContinuumIO/topik - Measure and Improve Code Quality continuously with Scrutinizer

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created 2016-04-20 21:21 UTC

ModelOutput.init() C

↳ Parent: ModelOutput

Complexity

Conditions

Size

Total Lines

Duplication

Lines	0
Ratio	0 %

Metric	Value
dl	0
loc	19
rs	6.6666
cc	8

class ModelOutput(object):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
    """Abstract base class for topic models.

    Ensures consistent interface across models, for base result display capabilities.

    Attributes
    ----------
    _doc_topic_matrix : mapping of document ids to weights for topic indices
                        matrix storing the relative topic weights for each document
    _topic_term_matrix : mapping of terms to each topic
    """
    def __init__(self, vectorized_corpus=None, model_func=None,
                 vocab=None, term_frequency=None, topic_term_matrix=None,
                 doc_lengths=None, doc_topic_matrix=None, **kwargs):
        if vectorized_corpus and model_func:
            self._vocab = vectorized_corpus.id_term_map
            self._doc_lengths = vectorized_corpus.doc_lengths
            self._term_frequency = vectorized_corpus.term_frequency
            self._topic_term_matrix, self._doc_topic_matrix = model_func(
                                                    vectorized_corpus, **kwargs)

        elif (vocab and term_frequency and topic_term_matrix and doc_lengths and
                     doc_topic_matrix):
            self._vocab = vocab
            self._term_frequency = term_frequency
            self._topic_term_matrix = topic_term_matrix
            self._doc_lengths = doc_lengths
            self._doc_topic_matrix = doc_topic_matrix
        else:
            raise ValueError("Must provide either vectorized corpus and model func, "
                             "or term data and doc data.")

    @property
    def vocab(self):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
        return self._vocab

    @property
    def term_frequency(self):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
        return self._term_frequency

    @property
    def topic_term_matrix(self):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
        return self._topic_term_matrix

    @property
    def doc_lengths(self):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
        return self._doc_lengths

    @property
    def doc_topic_matrix(self):
class SomeClass:
    def some_method(self):
        """Do x and return foo."""
        return self._doc_topic_matrix




1			class ModelOutput(object):
			0 ignored issues – show Coding Style introduced 2015-11-23 15:20 UTC by Report Bug Copy Issue Report This module should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
2			"""Abstract base class for topic models.
3
4			Ensures consistent interface across models, for base result display capabilities.
5
6			Attributes
7			----------
8			_doc_topic_matrix : mapping of document ids to weights for topic indices
9			matrix storing the relative topic weights for each document
10			_topic_term_matrix : mapping of terms to each topic
11			"""
12			def __init__(self, vectorized_corpus=None, model_func=None,
13			vocab=None, term_frequency=None, topic_term_matrix=None,
14			doc_lengths=None, doc_topic_matrix=None, **kwargs):
15			if vectorized_corpus and model_func:
16			self._vocab = vectorized_corpus.id_term_map
17			self._doc_lengths = vectorized_corpus.doc_lengths
18			self._term_frequency = vectorized_corpus.term_frequency
19			self._topic_term_matrix, self._doc_topic_matrix = model_func(
20			vectorized_corpus, **kwargs)
21
22			elif (vocab and term_frequency and topic_term_matrix and doc_lengths and
23			doc_topic_matrix):
24			self._vocab = vocab
25			self._term_frequency = term_frequency
26			self._topic_term_matrix = topic_term_matrix
27			self._doc_lengths = doc_lengths
28			self._doc_topic_matrix = doc_topic_matrix
29			else:
30			raise ValueError("Must provide either vectorized corpus and model func, "
31			"or term data and doc data.")
32
33			@property
34			def vocab(self):
			0 ignored issues – show Coding Style introduced 2015-11-23 14:51 UTC by Report Bug Copy Issue Report This method should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
35			return self._vocab
36
37			@property
38			def term_frequency(self):
			0 ignored issues – show Coding Style introduced 2015-11-23 14:51 UTC by Report Bug Copy Issue Report This method should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
39			return self._term_frequency
40
41			@property
42			def topic_term_matrix(self):
			0 ignored issues – show Coding Style introduced 2015-11-23 14:51 UTC by Report Bug Copy Issue Report This method should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
43			return self._topic_term_matrix
44
45			@property
46			def doc_lengths(self):
			0 ignored issues – show Coding Style introduced 2015-11-23 14:51 UTC by Report Bug Copy Issue Report This method should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
47			return self._doc_lengths
48
49			@property
50			def doc_topic_matrix(self):
			0 ignored issues – show Coding Style introduced 2015-11-23 14:51 UTC by Report Bug Copy Issue Report This method should have a docstring. The coding style of this project requires that you add a docstring to this code element. Below, you find an example for methods: class SomeClass: def some_method(self): """Do x and return foo.""" If you would like to know more about docstrings, we recommend to read PEP-257: Docstring Conventions. Loading history...
51			return self._doc_topic_matrix
52
53
54

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ModelOutput.__init__() C

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