src.dackar.workflows.OperatorShiftLogsProcessing
================================================

.. py:module:: src.dackar.workflows.OperatorShiftLogsProcessing

.. autoapi-nested-parse::

   Created on April, 2024

   @author: wangc, mandd



Attributes
----------

.. autoapisummary::

   src.dackar.workflows.OperatorShiftLogsProcessing.logger


Classes
-------

.. autoapisummary::

   src.dackar.workflows.OperatorShiftLogsProcessing.OperatorShiftLogs


Module Contents
---------------

.. py:data:: logger

.. py:class:: OperatorShiftLogs(nlp, entID='SSC', causalKeywordID='causal', *args, **kwargs)

   Bases: :py:obj:`src.dackar.workflows.WorkflowBase.WorkflowBase`


   Class to process OPG Operator Shift Logs dataset


   .. py:attribute:: _allRelPairs
      :value: []



   .. py:attribute:: _relationNames
      :value: ['Subj_Entity', 'Relation', 'Obj_Entity']



   .. py:attribute:: _subjList
      :value: ['nsubj', 'nsubjpass', 'nsubj:pass']



   .. py:attribute:: _objList
      :value: ['pobj', 'dobj', 'iobj', 'obj', 'obl', 'oprd']



   .. py:attribute:: _extractedInfoNames
      :value: ['Entity', 'Status', 'Amod', 'Action', 'Dep', 'Alias', 'Negation', 'Conjecture', 'Sentence']



   .. py:method:: reset()

      Reset rule-based matcher



   .. py:method:: textProcess()

      Function to clean text

      :param None:

      :returns: procObj, DACKAR.Preprocessing object



   .. py:method:: extractInformation()

      extract information

      :param None:

      :returns: None



   .. py:method:: extractStatus(matchedSents, predSynonyms=[], exclPrepos=[])

      Extract health status and relation

      :param matchedSents: list, the matched sentences
      :param predSynonyms: list, predicate synonyms
      :param exclPrepos: list, exclude the prepositions



   .. py:method:: handleValidSent(sent, ents)

      Handle sentence that do not have (subj, predicate, obj)



   .. py:method:: handleInvalidSent(sent, ents)

      Handle sentence that do not have (subj, predicate, obj)



   .. py:method:: extractRelDep(matchedSents)

      :param matchedSents: list, the list of matched sentences

      :returns: generator, the extracted causal relation
      :rtype: (subject tuple, predicate, object tuple)



   .. py:method:: extractCausalRelDep(matchedSents)

      :param matchedSents: list, the list of matched sentences

      :returns: generator, the extracted causal relation
      :rtype: (subject tuple, predicate, object tuple)



   .. py:method:: isSubElements(elem1, elemList)

      



   .. py:method:: isSubElement(elem1, elem2)

      True if elem1 is a subelement of elem2