def test_1(self):
subtitles = [
Subtitle(0, 0, "hello my name is micha"),
Subtitle(0, 0, "bla my bla is micha"),
Subtitle(0, 0, "he is up"),
]
script_entities = [
ScriptEntity(
**{
"character": "CHAR0",
"text": "hello my name is michi",
"type": "speech"
}),
ScriptEntity(**{
"character": "CHAR1",
"text": "who he is",
"type": "speech"
}),
]
alignment = self._sut(script_entities,
subtitles,
self._logger,
dtw_merger.binary_distance,
verbose=True)
dtw_merger.pretty_print_grid(alignment)
def test_doubling_in_subtitles(self):
text_1 = "Broke in right on the two of them"
text_2 = "No matter what they say, it's all about money"
subtitles = mock_subtitles([text_1, text_1])
speeches = mock_speeches([("CHAR0", text_1), ("CHAR1", text_2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger, distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is "CHAR0"
assert dtw_alignment.subtitles[1].character is None
seperator()
nw_alignment = self._sut_nw(speeches, subtitles, Weighting(1, -1, GapPenalty(-2)), logger=self._logger)
assert nw_alignment.subtitles[0].character is "CHAR0"
assert nw_alignment.subtitles[1].character is None
seperator()
# different weighting won't change the results on doubled subtitles
nw_alignment = self._sut_nw(speeches, subtitles, Weighting(1, -1, AdaptiveGapPenalty(-5, -1)),
logger=self._logger)
assert nw_alignment.subtitles[0].character is "CHAR0"
assert nw_alignment.subtitles[1].character is None
def test_different_order(self):
s1 = "Broke in right on the two of them"
s2 = "No matter what they say, it's all about money"
subtitles = mock_subtitles([s1, s2])
speeches = mock_speeches([("CHAR0", s2), ("CHAR1", s1)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger, distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is None
assert dtw_alignment.subtitles[1].character is "CHAR0"
seperator()
nw_alignment = self._sut_nw(speeches, subtitles, Weighting(1, -1, GapPenalty(-2)), logger=self._logger)
assert nw_alignment.subtitles[0].character is None
assert nw_alignment.subtitles[1].character is None
seperator()
# using the adaptive gap penalty, the first subtitle will be fully matched with gaps
# and the second can match against the first script
nw_alignment = self._sut_nw(speeches, subtitles, Weighting(1, -1, AdaptiveGapPenalty(-5, -1)),
logger=self._logger)
assert nw_alignment.subtitles[0].character is None
assert nw_alignment.subtitles[1].character is "CHAR0"
def test_matching_over_scripts(self):
text_1 = "Broke in right on the two of them"
text_2 = "No matter what they say, it's all about money"
subtitles = mock_subtitles([text_1, text_1])
speeches = mock_speeches([("CHAR0", text_1), ("CHAR1", text_2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger, distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is "CHAR0"
assert dtw_alignment.subtitles[1].character is None
def test_different_order_2(self):
s1 = "No matter what they say"
s2 = "It is all about money"
subtitles = mock_subtitles([s1, s2])
speeches = mock_speeches([("CHAR0", s2), ("CHAR1", s1)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger, distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is "CHAR1"
assert dtw_alignment.subtitles[1].character is None
def test_unseparated_words_2(self):
s1 = "Millage Ville, Georgia."
s2 = "Milledgeville, Georgia."
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger,
distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is None
seperator()
nw_alignment = self._sut_nw(speeches, subtitles, logger=self._logger)
nw.pretty_print_grid(nw_alignment)
assert nw_alignment.subtitles[0].character is "CHAR0"
def test_2(self):
subtitles = [
Subtitle(0, 0, "It's cute?"),
]
script_entities = [
ScriptEntity("CHAR0", "I sort of like it. I mean, it's cute."),
ScriptEntity("CHAR1", "Cute?"),
]
alignment = self._sut(script_entities,
subtitles,
self._logger,
dtw.levenstein_distance,
verbose=True)
dtw.pretty_print_grid(alignment)
assert alignment.subtitles[0].character == "CHAR0"
def test_character_difference_repeat(self):
s1 = "three"
s2 = "threeeee"
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger, distance_function=dtw.levenstein_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is None
seperator()
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
nw_alignment = self._sut_nw(speeches, subtitles, logger=self._logger)
nw.pretty_print_grid(nw_alignment)
assert nw_alignment.subtitles[0].character is "CHAR0"
def test_unseperated_words_short(self):
s1 = "All right"
s2 = "Alright"
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger,
distance_function=dtw.levenstein_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is "CHAR0"
seperator()
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
nw_alignment = self._sut_nw(speeches, subtitles, logger=self._logger)
nw.pretty_print_grid(nw_alignment)
assert nw_alignment.subtitles[0].character is "CHAR0"
def test_unseperated_words(self):
s1 = "Hey, All right. All reight."
s2 = "Alright...alright"
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger,
distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is None
seperator()
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
nw_alignment = self._sut_nw(speeches, subtitles, logger=self._logger)
nw.pretty_print_grid(nw_alignment)
assert nw_alignment.subtitles[0].character is "CHAR0"
def test_unseperated_words_long(self):
s1 = "Developed by Master Wuxi in the Third Dynasty"
s2 = "DevelopedbyMasterWuxiInTheThirdDynasty"
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
dtw_alignment = self._sut_dtw(speeches, subtitles, self._logger,
distance_function=dtw.binary_distance)
dtw.pretty_print_grid(dtw_alignment)
assert dtw_alignment.subtitles[0].character is None
seperator()
subtitles = mock_subtitles([s1])
speeches = mock_speeches([("CHAR0", s2)])
nw_alignment = self._sut_nw(speeches, subtitles, logger=self._logger)
nw.pretty_print_grid(nw_alignment)
assert nw_alignment.subtitles[0].character is "CHAR0"
def test_3(self):
subtitles = [
Subtitle(0, 0, "hello what are we doing"),
]
script_entities = [
ScriptEntity(
**{
"character": "CHAR0",
"text": "hello what is it we do",
"type": "speech"
}),
]
alignment = self._sut(script_entities,
subtitles,
self._logger,
dtw_merger.binary_distance,
verbose=True)
dtw_merger.pretty_print_grid(alignment)
def test_2(self):
subtitles = [
Subtitle(0, 0, "hello my name is micha"),
]
script_entities = [
ScriptEntity(
**{
"character": "CHAR0",
"text": "hello my name micha is",
"type": "speech"
}),
]
alignment = self._sut(script_entities,
subtitles,
self._logger,
dtw_merger.levenstein_distance,
verbose=True)
dtw_merger.pretty_print_grid(alignment)
def test_1(self):
subtitles = [
Subtitle(0, 0, "You're playing music?"),
]
script_entities = [
ScriptEntity(
"CHAR0",
"Yeah, they really want you... they really want you... they really do."
),
ScriptEntity("CHAR1", "You guys are playing music?")
]
alignment = self._sut(script_entities,
subtitles,
self._logger,
dtw.levenstein_distance,
verbose=True)
dtw.pretty_print_grid(alignment)
assert alignment.subtitles[0].character == "CHAR1"
