Shuffled data script & metadata.

dataset_infos.json

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+{"shuffled": {"description": "General Corpora for the Maltese language.\n", "citation": "", "homepage": "https://mlrs.research.um.edu.mt/", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "korpus_malti", "config_name": "shuffled", "version": {"version_str": "4.0.0", "description": null, "major": 4, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2317766701, "num_examples": 17643958, "dataset_name": "korpus_malti"}, "validation": {"name": "validation", "num_bytes": 409158405, "num_examples": 3113712, "dataset_name": "korpus_malti"}, "test": {"name": "test", "num_bytes": 56490, "num_examples": 415, "dataset_name": "korpus_malti"}}, "download_checksums": {"data/shuffled/train.txt": {"num_bytes": 2247190869, "checksum": "0f2eccc5a2878883a6d291057029bd1fa10b731293dfddbe12a651990658671f"}, "data/shuffled/validation.txt": {"num_bytes": 396703557, "checksum": "7fb04796af7cd477c1ba95e5f45a5a6f2a49ea6045aea4c4025bc5caa231e596"}, "data/shuffled/test.txt": {"num_bytes": 54830, "checksum": "db9ba10ed74660c540d19319452d8c31ecb116ce72b59f5fb64ffad5c3c1d09a"}}, "download_size": 2643949256, "post_processing_size": null, "dataset_size": 2726981596, "size_in_bytes": 5370930852}}

dummy/shuffled/4.0.0/dummy_data.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2827781be2fbd0afcb58c6cb929684da8aadd778426881b4b9a11db56c2eb727
+size 1719

korpus_malti.py

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+import os
+
+import datasets
+
+_DESCRIPTION = """\
+General Corpora for the Maltese language.
+"""
+
+_HOMEPAGE = "https://mlrs.research.um.edu.mt/"
+
+_URL = "data/"
+_SHUFFLED_URL = {
+    "train": os.path.join(_URL, "shuffled/train.txt"),
+    "validation": os.path.join(_URL, "shuffled/validation.txt"),
+    "test": os.path.join(_URL, "shuffled/test.txt"),
+}
+
+
+class KorpusMalti(datasets.GeneratorBasedBuilder):
+    """Korpus Malti: General Corpora for the Maltese Language"""
+
+    VERSION = datasets.Version("4.0.0")
+
+    DEFAULT_CONFIG_NAME = "shuffled"
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name=DEFAULT_CONFIG_NAME,
+                               version=VERSION,
+                               description="The shuffled data from all subsets.",
+                               ),
+    ]
+
+    def _info(self):
+        if self.config.name == self.DEFAULT_CONFIG_NAME:
+            features = {
+                "text": datasets.Value("string"),
+            }
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(features),
+            homepage=_HOMEPAGE,
+        )
+
+    def _split_generators(self, dl_manager):
+        if self.config.name == self.DEFAULT_CONFIG_NAME:
+            data_files = dl_manager.download_and_extract(_SHUFFLED_URL)
+            data_split = [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": data_files["train"],
+                    },
+                ),
+                datasets.SplitGenerator(
+                    name=datasets.Split.VALIDATION,
+                    gen_kwargs={
+                        "filepath": data_files["validation"],
+                    },
+                ),
+                datasets.SplitGenerator(
+                    name=datasets.Split.TEST,
+                    gen_kwargs={
+                        "filepath": data_files["test"],
+                    },
+                ),
+            ]
+
+        return data_split
+
+    def _generate_examples(self, filepath):
+        if self.config.name == self.DEFAULT_CONFIG_NAME:
+            with open(filepath, encoding="utf-8") as file:
+                for key, line in enumerate(file):
+                    if len(line) > 0:
+                        yield key, {
+                            "text": line,
+                        }