Add first version of script for loading Slovene collocations

dataset_infos.json

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+{"default": {"description": "The database of the Collocations Dictionary of Modern Slovene 1.0 contains collocations that were automatically \nextracted from the Gigafida 1.0 corpus and then postprocessed.\n", "citation": "@inproceedings{kosem2018collocations,\n  title={Collocations dictionary of modern Slovene},\n  author={Kosem, Iztok and Krek, Simon and Gantar, Polona and Arhar Holdt, {\u000b{S}}pela and {\u000b{C}}ibej, Jaka and Laskowski, Cyprian},\n  booktitle={Proceedings of the XVIII EURALEX International Congress: Lexicography in Global Contexts},\n  pages={989--997},\n  year={2018},\n  organization={Znanstvena zalo{\u000b{z}}ba Filozofske fakultete Univerze v Ljubljani}\n}", "homepage": "https://www.cjvt.si/kssj/en/", "license": "Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)", "features": {"collocation": {"dtype": "string", "id": null, "_type": "Value"}, "cluster": {"dtype": "uint32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "sloleks_ids": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "gramrel": {"dtype": "string", "id": null, "_type": "Value"}, "sense": {"dtype": "uint32", "id": null, "_type": "Value"}, "id_lex_unit": {"dtype": "string", "id": null, "_type": "Value"}, "lex_unit": {"dtype": "string", "id": null, "_type": "Value"}, "lex_unit_category": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "slo_collocations", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1499870912, "num_examples": 7310983, "dataset_name": "slo_collocations"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1250/KSSS.zip": {"num_bytes": 326435342, "checksum": "8d830d6257f7144a87169bd537831a448dbdf94ebc532938d8e684105b94eb77"}}, "download_size": 326435342, "post_processing_size": null, "dataset_size": 1499870912, "size_in_bytes": 1826306254}}

slo_collocations.py

@@ -0,0 +1,116 @@
+"""A collocations dictionary of modern Slovene"""
+
+import xml.etree.ElementTree as ET
+import json
+import os
+
+import datasets
+
+
+_CITATION = """\
+@inproceedings{kosem2018collocations,
+  title={Collocations dictionary of modern Slovene},
+  author={Kosem, Iztok and Krek, Simon and Gantar, Polona and Arhar Holdt, {\v{S}}pela and {\v{C}}ibej, Jaka and Laskowski, Cyprian},
+  booktitle={Proceedings of the XVIII EURALEX International Congress: Lexicography in Global Contexts},
+  pages={989--997},
+  year={2018},
+  organization={Znanstvena zalo{\v{z}}ba Filozofske fakultete Univerze v Ljubljani}
+}"""
+
+_DESCRIPTION = """\
+The database of the Collocations Dictionary of Modern Slovene 1.0 contains collocations that were automatically 
+extracted from the Gigafida 1.0 corpus and then postprocessed.
+"""
+
+_HOMEPAGE = "https://www.cjvt.si/kssj/en/"
+
+_LICENSE = "Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)"
+
+_URLS = {
+    "slo_collocations": "https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1250/KSSS.zip"
+}
+
+
+class SloCollocations(datasets.GeneratorBasedBuilder):
+    """A collocations dictionary of modern Slovene"""
+
+    VERSION = datasets.Version("1.0.0")
+
+    def _info(self):
+        features = datasets.Features({
+            "collocation": datasets.Value("string"),
+            "cluster": datasets.Value("uint32"),
+            "words": datasets.Sequence(datasets.Value("string")),
+            "sloleks_ids": datasets.Sequence(datasets.Value("string")),
+            "gramrel": datasets.Value("string"),
+            "sense": datasets.Value("uint32"),
+            "id_lex_unit": datasets.Value("string"),
+            "lex_unit": datasets.Value("string"),
+            "lex_unit_category": datasets.Value("string")
+        })
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION
+        )
+
+    def _split_generators(self, dl_manager):
+        urls = _URLS["slo_collocations"]
+        data_dir = dl_manager.download_and_extract(urls)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={"data_dir": os.path.join(data_dir, "KSSS")}
+            )
+        ]
+
+    def _generate_examples(self, data_dir):
+        # Map Slovene category (coarse POS tag) to its English translation
+        CATEGORY_MAPPING = {"samostalnik": "noun", "glagol": "verb", "pridevnik": "adjective", "prislov": "adverb"}
+
+        all_file_paths = []
+        for cat_slo in ["glagol", "pridevnik", "prislov", "samostalnik"]:
+            _curr_dir = os.path.join(data_dir, cat_slo)
+            for _fname in os.listdir(_curr_dir):
+                if os.path.isfile(os.path.join(_curr_dir, _fname)) and _fname.endswith(".xml"):
+                    all_file_paths.append(os.path.join(_curr_dir, _fname))
+
+        idx_ex = 0
+        for file_path in all_file_paths:
+            curr_doc = ET.parse(file_path)
+            root = curr_doc.getroot()
+
+            header_tag = root.find("header")
+            lu_tag = header_tag.find("lexical_unit")
+
+            id_lu = lu_tag.attrib["id"]
+            lu_form = lu_tag.text
+            category = CATEGORY_MAPPING[header_tag.find("category").text.strip()]
+
+            for idx_sense, sense_tag in enumerate(root.findall(".//sense")):
+                for gramrel_tag in sense_tag.findall(".//gramrel"):
+                    gramrel = gramrel_tag.attrib["name"]
+                    for colloc_tag in gramrel_tag.findall(".//collocation"):
+                        colloc_form = colloc_tag.attrib["form"]
+                        colloc_cluster = colloc_tag.attrib["cluster"]
+
+                        colloc_words, sloleks_ids = [], []
+                        for comp_tag in colloc_tag.findall("comp"):
+                            colloc_words.append(comp_tag.text)
+                            sloleks_ids.append(comp_tag.attrib["sloleks"])
+
+                        yield idx_ex, {
+                            "collocation": colloc_form,
+                            "cluster": int(colloc_cluster),
+                            "words": colloc_words,
+                            "sloleks_ids": sloleks_ids,
+                            "gramrel": gramrel,
+                            "sense": idx_sense,
+                            "id_lex_unit": id_lu,
+                            "lex_unit": lu_form,
+                            "lex_unit_category": category,
+                        }
+                        idx_ex += 1