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# Natural Language Toolkit: Shoebox Text
#
# Author: Stuart Robinson <stuart@zapata.org>
# URL: <http://www.nltk.org/>
# For license information, see LICENSE.TXT
"""
This module provides tools for parsing and manipulating the contents
of a Shoebox text without reference to its metadata.
"""
import re
from utilities import Field, SequentialDictionary
from nltk.corpus.reader.toolbox import StandardFormat
# --------------------------------------------------------
# CLASS: Word
# DESC: Object that represents a word.
# --------------------------------------------------------
class Word:
"""
This class defines a word object, which consists of fixed number
of attributes: a wordform, a gloss, a part of speech, and a list
of morphemes.
"""
def __init__(self,
form = None,
gloss = None,
morphemes = None,
partOfSpeech = None):
"""Constructor that initializes Word object.
@param form: the surface form for a word
@type form: string
@param gloss: the gloss for a word
@type gloss: string
@param morphemes: list of Morpheme objects for a word
@type morphemes: list
@param partOfSpeech: the part of speech for a word
@type partOfSpeech: string
"""
self._form = form
self._gloss = gloss
self._morphemes = morphemes
self._partOfSpeech = partOfSpeech
self._rawGloss = None
self._rawMorphemes = None
self._rawPartOfSpeech = None
return
def get_form(self):
"""Gives the surface form of a word."""
return self._form
def set_form(self, form):
"""Changes the surface form of a word."""
self._form = form
def get_gloss(self):
"""Gives the gloss for a word as a string (without alignment spacing)."""
return self._gloss
def set_gloss(self, gloss):
"""Change the gloss for a word."""
self._gloss = gloss
def get_morphemes(self):
"""Gives a list of Morpheme objects for a word."""
return self._morphemes
def set_morphemes(self, morphemes):
"""Change a list of Morpheme objects for a word."""
self._morphemes = morphemes
def get_part_of_speech(self):
"""Gives the part of speech for a word as a string (without alignment spacing)."""
return self._partOfSpeech
def set_part_of_speech(self, partOfSpeech):
"""Change the part of speech for a word."""
self._partOfSpeech = partOfSpeech
def get_raw_gloss(self):
return self._rawGloss
def set_raw_gloss(self, rawGloss):
self._rawGloss = rawGloss
def get_raw_morphemes(self):
return self._rawMorphemes
def set_raw_morphemes(self, rawMorphemes):
self._rawMorphemes = rawMorphemes
def get_raw_part_of_speech(self):
return self._rawPartOfSpeech
def set_raw_part_of_speech(self, rawPartOfSpeech):
self._rawPartOfSpeech = rawPartOfSpeech
# --------------------------------------------------------
# CLASS: Morpheme
# DESC: Object that represents a morpheme.
# --------------------------------------------------------
class Morpheme:
"""
This class defines a morpheme object, which consists of fixed number
of attributes: a surface form, an underlying form, a gloss, and a
part of speech.
"""
def __init__(self,
form = None,
gloss = None,
partOfSpeech = None):
"""Constructor that creates Morpheme object."""
self._form = form
self._gloss = gloss
self._partOfSpeech = partOfSpeech
return
def get_form(self):
"""Returns form for morpheme."""
return self._form
def set_form(self, form):
"""Change form for morpheme."""
self._form = form
def get_gloss(self):
"""Returns gloss for morpheme."""
return self._gloss
def set_gloss(self, gloss):
"""Change gloss for morpheme."""
self._gloss = gloss
def get_part_of_speech(self):
"""Returns part of speech for morpheme."""
return self._partOfSpeech
def set_part_of_speech(self, partOfSpeech):
"""Change part of speech for morpheme."""
self._partOfSpeech = partOfSpeech
# --------------------------------------------------------
# CLASS: Line
# DESC: Object that represents a line from an interlinear
# text.
# --------------------------------------------------------
class Line:
"""This class defines a line of interlinear glossing, such as::
\\ref 9
\\t Vigei avapaviei atarisia.
\\m vigei ava -pa -vi -ei atari -sia
\\g 1.PL.INC go -PROG -1.PL.INCL -PRES fish -PURP
\\p PRO.PERS V.I -SUFF.V.3 -SUFF.VI.4 -SUFF.VI.5 V.I -SUFF.V.4
\\fp Yumi bai go kisim pis.
\\fe We're going fishing.
The tiers of a line are saved as a sequential dictionary with
all of its associated fields. Identified by the field marker \\ref
by default."""
def __init__(self,
label=None):
"""Constructor that initializes Line object."""
self._fields = SequentialDictionary()
self._label = label
return
def add_field(self, field):
"""Add field to line."""
fm = field.get_marker()
fv = field.get_values()
self._fields[fm] = fv
def get_field_markers(self):
"""Obtain list of unique fields for the line."""
return self._fields.keys()
def get_field_as_string(self,
field_marker,
join_string=""):
"""
This method returns a particular field given a field marker.
Returns a blank string if field is not found.
@param field_marker: marker of desired field
@type field_marker: string
@param join_string: string used to join field values (default to blank string)
@type join_string: string
@rtype: string
"""
try:
return join_string.join(self._fields[field_marker])
except KeyError:
return ""
def get_field_values_by_field_marker(self, field_marker, sep=None):
"""Obtain all fields for a line, given a field marker."""
try:
values = self._fields[field_marker]
if sep == None:
return values
else:
return sep.join(values)
except KeyError:
return None
# def getField(self, field_marker):
# try:
# return self._fields[field_marker]
# except:
# return None
def get_field_values(self):
"""Obtain list of field values for the line."""
return self._fields.values()
def get_label(self):
"""Obtain identifier for line."""
return self._label
def get_raw_text(self):
"""Obtain original line of text."""
return self._rawtext
def set_label(self, label):
"""Set identifier for line."""
self._label = label
def set_raw_text(self, rawtext):
"""Set original line of text."""
self._rawtext = rawtext
def get_morphemes(self):
"""Obtain a list of morpheme objects for the line."""
morphemes = []
indices = get_indices(self.getFieldValueByFieldMarker("m"))
print "%s" % indices
morphemeFormField = self.getFieldValueByFieldMarker("m")
morphemeGlossField = self.getFieldValueByFieldMarker("g")
morphemeFormSlices = get_slices_by_indices(morphemeFormField, indices)
morphemeGlossSlices = get_slices_by_indices(morphemeGlossField, indices)
for i in range(0, len(morphemeFormSlices)):
m = Morpheme()
m.set_form(morphemeFormSlices[i].strip(" ").strip("-"))
m.set_gloss(morphemeGlossSlices[i].strip(" ").strip("-"))
morphemes.append(m)
return morphemes
def get_words(self, flagParseMorphemes=True):
"""Obtain a list of word objects for the line."""
words = []
# Obtain raw field values
lineWordFormField = self.get_field_values_by_field_marker("t")
lineMorphemeFormField = self.get_field_values_by_field_marker("m")
lineMorphemeGlossField = self.get_field_values_by_field_marker("g")
linePOSField = self.get_field_values_by_field_marker("p")
wordIndices = get_indices(lineWordFormField)
# Slice raw field values by indices
lineWordFormSlices = get_slices_by_indices(lineWordFormField, wordIndices)
lineMorphemeFormSlices = get_slices_by_indices(lineMorphemeFormField, wordIndices)
lineMorphemeGlossSlices = get_slices_by_indices(lineMorphemeGlossField, wordIndices)
linePOSSlices = get_slices_by_indices(linePOSField, wordIndices)
# Go through each slice
for i in range(0, len(lineWordFormSlices)):
wordForm = lineWordFormSlices[i]
wordMorphemeForms = lineMorphemeFormSlices[i]
wordMorphemeGlosses = lineMorphemeGlossSlices[i]
wordPOS = linePOSSlices[i]
# Initialize word object and set raw fields
w = Word()
w.set_form(wordForm.strip(" ").strip("-"))
w.set_raw_morphemes(wordMorphemeForms.strip(" ").strip("-"))
w.set_raw_gloss(wordMorphemeGlosses.strip(" ").strip("-"))
w.set_part_of_speech(wordPOS.strip(" ").strip("-"))
# Should the word be inflated with morpheme objects?
# If so, build morpheme object for each morpheme in word
if flagParseMorphemes:
morphemes = []
# Get indices from morpheme-breakdown line in order to make slices
morphemeIndices = get_indices(wordMorphemeForms)
morphemeFormSlices = get_slices_by_indices(wordMorphemeForms, morphemeIndices)
morphemeGlossSlices = get_slices_by_indices(wordMorphemeGlosses, morphemeIndices)
morphemePOSSlices = get_slices_by_indices(wordPOS, morphemeIndices)
# Go through each morpheme
for i in range(0, len(morphemeFormSlices)):
morphemeForm = morphemeFormSlices[i].strip(" ")
morphemeGloss = morphemeGlossSlices[i].strip(" ")
morphemePOS = morphemePOSSlices[i].strip(" ")
# Construct morpheme object from slices
m = Morpheme()
m.set_form(morphemeForm)
m.set_gloss(morphemeGloss)
m.set_part_of_speech(morphemePOS)
# Add cooked morpheme to temporary collection for word
morphemes.append(m)
# Inflate word with cooked morphemes
w.set_morphemes(morphemes)
words.append(w)
return words
def get_field_value_by_field_marker_and_column(self, field_marker, columnIndex):
"""Get values for line, given a field and column index."""
fv = self.getFieldValueByFieldMarker(field_marker)
field_markers = self.getFieldMarkers()
sliceFieldMarker = field_markers[columnIndex-1]
indices = getIndices(self.getFieldValueByFieldMarker(field_marker))
slices = get_slices_by_indices(fv, indices)
return slices[columnIndex-1]
# --------------------------------------------------------
# CLASS: Paragraph
# DESC: Object that represents a paragraph (i.e., a unit
# larger than a line) from an interlinear text.
# --------------------------------------------------------
class Paragraph:
"""
This class defines a unit of analysis above the line and below
the text. Every text will have at least one paragraph and some
will have more. Identified by the field marker \id by default.
"""
def __init__(self,
label=None):
"""Constructor that initializes Paragraph object."""
self._lines = []
self._label = label
return
def add_line(self, line):
"""Add line object to list of line objects for paragraph."""
self._lines.append(line)
def get_label(self):
"""Obtain identifier for paragraph."""
return self._label
def get_lines(self):
"""Get list of line objects for paragraph."""
return self._lines
def set_label(self, label):
"""Set identifier for paragraph."""
self._label = label
# --------------------------------------------------------
# CLASS: InterlinearText
# DESC: Object that represents an interlinear text and
# provides functionality for its querying and
# manipulation.
# --------------------------------------------------------
class Text(StandardFormat) :
"""
This class defines an interlinearized text, which consists of a collection of Paragraph objects.
"""
def __init__(self,
file = None,
fm_line = "ref",
fm_paragraph = "id",
fm_morpheme = "m",
fm_morpheme_gloss = "g",
fm_word = "w"
):
"""Constructor for Text object. All arguments are optional. By default,
the fields used to parse the Shoebox file are the following:
@param file: filepath
@type file: str
@param fm_line: field marker identifying line (default: 'ref')
@type fm_line: str
@param fm_paragraph: field marker identifying paragraph (default: 'id')
@type fm_paragraph: str
@param fm_morpheme: field marker identifying morpheme tier (default: 'm')
@type fm_morpheme: str
@param fm_morpheme_gloss: field marker identifying morpheme gloss tier (default: 'g')
@type fm_morpheme_gloss: str
@param fm_word: field marker identifying word tier (???)
@type fm_word: str
"""
self._file = file
self._fm_line = fm_line
self._fm_paragraph = fm_paragraph
self._fm_morpheme = "m"
self._fm_morpheme_gloss = "g"
self._fm_word = "w"
#self._rawtext = rawtext
self._paragraphs = []
return
def get_lines(self):
"""Obtain a list of line objects (ignoring paragraph structure)."""
lines = []
for p in self.get_paragraphs():
for l in p.get_lines():
lines.append(l)
return lines
def get_paragraphs(self):
"""Obtain a list of paragraph objects."""
return self._paragraphs
# def set_paragraphs(self, paragraphs):
# self._paragraphs = paragraphs
def add_paragraph(self, paragraph):
"""Add paragraph object to list of paragraph objects.
@param paragraph: paragraph to be added to text
@type paragraph: Paragraph
"""
self._paragraphs.append(paragraph)
# def getRawText(self):
# return self._rawtext
# def setRawText(self, rawtext):
# self._rawtext = rawtext
def getLineFM(self):
"""Get field marker that identifies a new line."""
return self._fm_line
def setLineFM(self, lineHeadFieldMarker):
"""Change default field marker that identifies new line."""
self._fm_line = lineHeadFieldMarker
def getParagraphFM(self):
"""Get field marker that identifies a new paragraph."""
return self._fm_paragraph
def setParagraphFM(self, paragraphHeadFieldMarker):
"""Change default field marker that identifies new paragraph."""
self._fm_paragraph = paragraphHeadFieldMarker
def getWordFM(self):
"""Get field marker that identifies word tier."""
return self._wordFieldMarker
def setWordFM(self, wordFieldMarker):
"""Change default field marker that identifies word tier."""
self._wordFieldMarker = wordFieldMarker
def getMorphemeFM(self):
"""Get field marker that identifies morpheme tier."""
return self._morphemeFieldMarker
def setMorphemeFM(self, morphemeFieldMarker):
"""Change default field marker that identifies morpheme tier."""
self._morphemeFieldMarker = morphemeFieldMarker
def getMorphemeGlossFM(self):
"""Get field marker that identifies morpheme gloss tier."""
return self._morphemeGlossFieldMarker
def setMorphemeGlossFM(self, morphemeGlossFieldMarker):
"""Change default field marker that identifies morpheme gloss tier."""
self._morphemeGlossFieldMarker = morphemeGlossFieldMarker
def get_file(self):
"""Get file path as string."""
return self._file
def set_file(self, file):
"""Change file path set upon initialization."""
self._file = file
def parse(self) :
"""Parse specified Shoebox file into Text object."""
# Use low-level functionality to get raw fields and walk through them
self.open(self._file)
p, l = None, None
for f in self.raw_fields() :
fmarker, fvalue = f
if fmarker == self.getParagraphFM() :
if p :
self.add_paragraph(p)
p = Paragraph(fvalue)
elif fmarker == self.getLineFM() :
if l :
p.add_line(l)
l = Line(fvalue)
else :
if l :
l.add_field(Field(fmarker, fvalue))
p.add_line(l)
self.add_paragraph(p)
# -------------------------------------------------------------
# FUNCTION: get_indices
# ------------------------------------------------------------
def get_indices(str):
"""This method finds the indices for the leftmost boundaries
of the units in a line of aligned text.
Given the field \um, this function will find the
indices identifing leftmost word boundaries, as
follows::
0 5 8 12 <- indices
| | | |
|||||||||||||||||||||||||||
\sf dit is een goede <- surface form
\um dit is een goed -e <- underlying morphemes
\mg this is a good -ADJ <- morpheme gloss
\gc DEM V ART ADJECTIVE -SUFF <- grammatical categories
\ft This is a good explanation. <- free translation
The function walks through the line char by char::
c flag.before flag.after index?
-- ----------- ---------- ------
0 1 0 yes
1 0 1 no
2 1 0 no
3 0 1 no
4 1 0 no
5 1 0 yes
@param str: aligned text
@type str: string
"""
indices = []
flag = 1
for i in range(0, len(str)):
c = str[i]
if flag and c != ' ':
indices.append(i)
flag = 0
elif not flag and c == ' ':
flag = 1
return indices
# -------------------------------------------------------------
# FUNCTION: get_slices_by_indices
# -------------------------------------------------------------
def get_slices_by_indices(str, indices):
"""Given a string and a list of indices, this function returns
a list of the substrings defined by those indices. For example,
given the arguments::
str='antidisestablishmentarianism', indices=[4, 7, 16, 20, 25]
this function returns the list::
['anti', 'dis', 'establish', 'ment', arian', 'ism']
@param str: text
@type str: string
@param indices: indices
@type indices: list of integers
"""
slices = []
for i in range(0, len(indices)):
slice = None
start = indices[i]
if i == len(indices)-1:
slice = str[start: ]
else:
finish = indices[i+1]
slice = str[start: finish]
slices.append(slice)
return slices
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