Added _split_generators for downloading data
Browse files- AeroPath.py +2 -50
AeroPath.py
CHANGED
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@@ -89,7 +89,6 @@ class AeroPath(datasets.GeneratorBasedBuilder):
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if (patient_id < 1) or (patiend_id > 27):
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raise ValueError("patient_id should be an integer in range [1, 27].")
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"""
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def _info(self):
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# TODO: This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset
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if self.config.name == "zenodo": # This is the name of the configuration selected in BUILDER_CONFIGS above
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@@ -119,7 +118,7 @@ class AeroPath(datasets.GeneratorBasedBuilder):
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# Citation for the dataset
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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# TODO: This method is tasked with downloading/extracting the data and defining the splits depending on the configuration
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# If several configurations are possible (listed in BUILDER_CONFIGS), the configuration selected by the user is in self.config.name
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@@ -129,51 +128,4 @@ class AeroPath(datasets.GeneratorBasedBuilder):
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# By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
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urls = _URLS[self.config.name]
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data_dir = dl_manager.download_and_extract(urls)
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return
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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, "train.jsonl"),
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"split": "train",
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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, "dev.jsonl"),
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"split": "dev",
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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, "test.jsonl"),
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"split": "test"
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},
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),
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]
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# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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def _generate_examples(self, filepath, split):
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# TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
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# The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
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with open(filepath, encoding="utf-8") as f:
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for key, row in enumerate(f):
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data = json.loads(row)
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if self.config.name == "first_domain":
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# Yields examples as (key, example) tuples
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yield key, {
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"sentence": data["sentence"],
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"option1": data["option1"],
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"answer": "" if split == "test" else data["answer"],
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}
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else:
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yield key, {
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"sentence": data["sentence"],
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"option2": data["option2"],
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"second_domain_answer": "" if split == "test" else data["second_domain_answer"],
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}
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"""
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if (patient_id < 1) or (patiend_id > 27):
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raise ValueError("patient_id should be an integer in range [1, 27].")
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def _info(self):
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# TODO: This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset
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if self.config.name == "zenodo": # This is the name of the configuration selected in BUILDER_CONFIGS above
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# Citation for the dataset
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citation=_CITATION,
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)
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+
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def _split_generators(self, dl_manager):
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# TODO: This method is tasked with downloading/extracting the data and defining the splits depending on the configuration
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# If several configurations are possible (listed in BUILDER_CONFIGS), the configuration selected by the user is in self.config.name
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# By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
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urls = _URLS[self.config.name]
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data_dir = dl_manager.download_and_extract(urls)
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return None
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