Datasets:
Update files from the datasets library (from 1.16.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.16.0
mdd.py
CHANGED
@@ -14,9 +14,6 @@
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# limitations under the License.
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"""Movie Dialog Dataset."""
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import os
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import datasets
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@@ -134,28 +131,22 @@ class Mdd(datasets.GeneratorBasedBuilder):
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my_urls = ZIP_URL # Cannot download just one single type as it is a compressed file.
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else:
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my_urls = REDDIT_URL
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splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": os.path.join(data_dir, paths[self.config.name]["train"]),
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": os.path.join(data_dir, paths[self.config.name]["test"]),
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": os.path.join(data_dir, paths[self.config.name]["dev"]),
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},
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),
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]
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if self.config.name == "task4_reddit":
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@@ -164,71 +155,76 @@ class Mdd(datasets.GeneratorBasedBuilder):
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name=datasets.Split("cand_valid"),
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath":
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split("cand_test"),
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath":
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},
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),
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]
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return splits
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def _generate_examples(self, filepath):
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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elif line.strip().split()[0] == "1": # New convo
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if dialogue_turns != []: # Already some convo, flush it out
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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exchange = line[len(line.split()[0]) :].strip().split("\t") # Skip the number in the front
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sp1 = exchange[0]
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sp2 = exchange[-1] # Might contain multiple tabs in between.
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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dialogue_turns.append({"speaker": 1, "utterance": sp2})
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else:
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exchange = line[len(line.split()[0]) :].strip().split("\t") # Skip the number in the front
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sp1 = exchange[0]
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sp2 = exchange[-1] # Might contain multiple tabs in between.
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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dialogue_turns.append({"speaker": 1, "utterance": sp2})
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else:
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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dialogue_turns = []
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elif line.strip().split()[0] == "1": # New convo
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if dialogue_turns != []: # Already some convo, flush it out
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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exchange = line[len(line.split()[0]) :].strip() # Skip the number in the front
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sp1 = exchange
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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else:
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exchange = line[len(line.split()[0]) :].strip() # Skip the number in the front
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sp1 = exchange
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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else: # Last line, new example
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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# limitations under the License.
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"""Movie Dialog Dataset."""
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import datasets
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my_urls = ZIP_URL # Cannot download just one single type as it is a compressed file.
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else:
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my_urls = REDDIT_URL
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archive = dl_manager.download(my_urls)
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splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={"filepath": paths[self.config.name]["train"], "files": dl_manager.iter_archive(archive)},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={"filepath": paths[self.config.name]["test"], "files": dl_manager.iter_archive(archive)},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={"filepath": paths[self.config.name]["dev"], "files": dl_manager.iter_archive(archive)},
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),
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]
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if self.config.name == "task4_reddit":
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name=datasets.Split("cand_valid"),
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": paths[self.config.name]["cand_valid"],
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"files": dl_manager.iter_archive(archive),
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split("cand_test"),
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": paths[self.config.name]["cand_test"],
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"files": dl_manager.iter_archive(archive),
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},
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),
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]
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return splits
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def _generate_examples(self, filepath, files):
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for path, f in files:
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if path == filepath:
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if "cand" not in filepath:
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dialogue_turns = []
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example_idx = 0
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for idx, line in enumerate(f):
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line = line.decode("utf-8")
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if line.strip() == "":
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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elif line.strip().split()[0] == "1": # New convo
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if dialogue_turns != []: # Already some convo, flush it out
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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exchange = line[len(line.split()[0]) :].strip().split("\t") # Skip the number in the front
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sp1 = exchange[0]
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sp2 = exchange[-1] # Might contain multiple tabs in between.
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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dialogue_turns.append({"speaker": 1, "utterance": sp2})
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else:
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exchange = line[len(line.split()[0]) :].strip().split("\t") # Skip the number in the front
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sp1 = exchange[0]
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sp2 = exchange[-1] # Might contain multiple tabs in between.
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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dialogue_turns.append({"speaker": 1, "utterance": sp2})
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else:
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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else:
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dialogue_turns = []
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example_idx = 0
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for idx, line in enumerate(f):
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line = line.decode("utf-8")
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if line.strip() == "":
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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elif line.strip().split()[0] == "1": # New convo
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if dialogue_turns != []: # Already some convo, flush it out
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yield example_idx, {"dialogue_turns": dialogue_turns}
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example_idx += 1
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dialogue_turns = []
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exchange = line[len(line.split()[0]) :].strip() # Skip the number in the front
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sp1 = exchange
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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else:
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exchange = line[len(line.split()[0]) :].strip() # Skip the number in the front
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sp1 = exchange
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dialogue_turns.append({"speaker": 0, "utterance": sp1})
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else: # Last line, new example
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if dialogue_turns != []:
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yield example_idx, {"dialogue_turns": dialogue_turns}
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break
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