update dataset to new split

.gitattributes

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+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.iob filter=lfs diff=lfs merge=lfs -text
+*.jsonl  filter=lfs diff=lfs merge=lfs -text
+*.txt  filter=lfs diff=lfs merge=lfs -text

creation_script.py

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+import json
+import os
+from collections import defaultdict
+from pathlib import Path
+from typing import List, Union, Tuple, Set, Any
+
+from bs4 import BeautifulSoup, Tag
+from tqdm import tqdm
+
+NKJP_PATH = "NKJP-PodkorpusMilionowy-1.2"
+
+
+def get_split() -> Tuple[Set[str], Set[str]]:
+    with open("data/split/train.txt", "r") as f:
+        train = list(f.readlines())
+    with open("data/split/test.txt", "r") as f:
+        test = list(f.readlines())
+    train = [x.strip() for x in train]
+    test = [x.strip() for x in test]
+    train_set = set(train)
+    test_set = set(test)
+    assert len(train_set) == len(train)
+    assert len(test_set) == len(test)
+    return train_set, test_set
+
+
+def parse_sentence(sentence_tag: Tag) -> dict[str, Any]:
+    sentence = defaultdict(list)
+    for seg in sentence_tag.find_all("seg"):  # słowo
+        [f_orth] = seg.find_all("f", attrs={"name": "orth"})
+        sentence["tokens"].append(f_orth.getText().strip())
+        [f_orth] = seg.find_all("f", attrs={"name": "disamb"})
+        sentence["pos_tags"].append(f_orth.getText().strip().split(":")[1])
+    assert len(sentence["tokens"]) == len(sentence["pos_tags"])
+    return dict(sentence)
+
+
+def parse_tei_file(path: Path) -> List[dict[str, Union[List[str], str]]]:
+    with open(path, "r") as tei:
+        soup = BeautifulSoup(tei, "lxml")
+
+    result = []
+    for p in soup.find_all("p"):
+        for s in p.find_all("s"):
+            example = parse_sentence(s)
+            example["id"] = f"{path.parent.name}_{s['xml:id']}"
+            result.append(example)
+    return result
+
+
+train_names, test_names = get_split()
+train, test = [], []
+for entry in tqdm(list(os.scandir(NKJP_PATH))):
+    if entry.is_dir():
+        file_data = parse_tei_file(Path(entry.path) / "ann_morphosyntax.xml")
+        if entry.name in train_names:
+            train += file_data
+        elif entry.name in test_names:
+            test += file_data
+        else:
+            raise ValueError(f"Couldn't find file in splits: {entry.name}")
+
+with open("data/train.jsonl", "w") as f:
+    for item in train:
+        f.write(json.dumps(item, ensure_ascii=False) + "\n")
+with open("data/test.jsonl", "w") as f:
+    for item in test:
+        f.write(json.dumps(item, ensure_ascii=False) + "\n")

data/.gitattributes

@@ -1,3 +0,0 @@
-test.tsv filter=lfs diff=lfs merge=lfs -text
-train.tsv filter=lfs diff=lfs merge=lfs -text
-valid.tsv filter=lfs diff=lfs merge=lfs -text

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data/{test.tsv → test.jsonl}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9f4b623a125a54200fb44f64b8ecff784a9b27231f0f1fe68047bebbc3ac23c0
-size 14151935
+oid sha256:8917b146b157e3dd6ec531eca9174781e8579f0271040e5256095156abbb3c84
+size 2354273

data/{valid.tsv → train.jsonl}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:653c2ad6ec47e88d187db16893a1fbd050f4160766384779ad325c59ba8cd054
-size 14151252
+oid sha256:2b531e4c97c0e9e587780c2cd58bbf0e9a1163fe5c5fcf7617cc50473b5984a9
+size 24495626

data/train.tsv

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:56a40ec6866f5b4503b84fa86fd6312993036a05613855c617e29cf362da9ef7
-size 112783878

dataset_infos.json

@@ -1 +0,0 @@
-{"default": {"description": "NKJP-POS tagging dataset.", "citation": "", "homepage": "http://clip.ipipan.waw.pl/NationalCorpusOfPolish", "license": "", "features": {"tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "morph": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lemmas": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 35, "names": ["adj", "adja", "adjc", "adjp", "adv", "aglt", "bedzie", "brev", "burk", "comp", "conj", "depr", "fin", "ger", "imps", "impt", "inf", "interj", "interp", "num", "numcol", "pact", "pant", "pcon", "ppas", "ppron12", "ppron3", "praet", "pred", "prep", "qub", "siebie", "subst", "winien", "xxx"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "full_pos_tags": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "nps": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "nkjppos", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 136712881, "num_examples": 68528, "dataset_name": "nkjppos"}, "validation": {"name": "validation", "num_bytes": 17132898, "num_examples": 8566, "dataset_name": "nkjppos"}, "test": {"name": "test", "num_bytes": 17132952, "num_examples": 8566, "dataset_name": "nkjppos"}}, "download_checksums": {"https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/train.tsv": {"num_bytes": 112783878, "checksum": "56a40ec6866f5b4503b84fa86fd6312993036a05613855c617e29cf362da9ef7"}, "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/valid.tsv": {"num_bytes": 14151252, "checksum": "653c2ad6ec47e88d187db16893a1fbd050f4160766384779ad325c59ba8cd054"}, "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/test.tsv": {"num_bytes": 14151935, "checksum": "9f4b623a125a54200fb44f64b8ecff784a9b27231f0f1fe68047bebbc3ac23c0"}}, "download_size": 141087065, "post_processing_size": null, "dataset_size": 170978731, "size_in_bytes": 312065796}}

nkjp-pos.py

@@ -16,7 +16,7 @@
 # Lint as: python3
 """NKJP-POS tagging dataset."""
 
-import csv
+import json
 from typing import List, Tuple, Dict, Generator
 
 import datasets
@@ -24,14 +24,13 @@ import datasets
 _DESCRIPTION = """NKJP-POS tagging dataset."""
 
 _URLS = {
-    "train": "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/train.tsv",
-    "validation": "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/valid.tsv",
-    "test": "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/test.tsv",
+    "train": "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/train.jsonl",
+    "test": "https://huggingface.co/datasets/clarin-pl/nkjp-pos/resolve/main/data/test.jsonl",
 }
 
 _HOMEPAGE = "http://clip.ipipan.waw.pl/NationalCorpusOfPolish"
 
-_POS_TAGS = [
+_POS_TAGS = {
     'adj',
     'adja',
     'adjc',
@@ -67,7 +66,7 @@ _POS_TAGS = [
     'subst',
     'winien',
     'xxx'
-]
+}
 
 
 class NKJPPOS(datasets.GeneratorBasedBuilder):
@@ -77,19 +76,16 @@ class NKJPPOS(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
+                    "id": datasets.Value("string"),
                     "tokens": datasets.Sequence(datasets.Value("string")),
-                    "morph": datasets.Sequence(datasets.Value("string")),
-                    "lemmas": datasets.Sequence(datasets.Value("string")),
                     "pos_tags": datasets.Sequence(datasets.features.ClassLabel(
-                        names=_POS_TAGS,
+                        names=list(_POS_TAGS),
                         num_classes=len(_POS_TAGS)
                     )),
-                    "full_pos_tags": datasets.Sequence(
-                        datasets.Value("string")),
-                    "nps": datasets.Sequence(datasets.Value("string")),
                 }
             ),
             homepage=_HOMEPAGE,
+            version=datasets.Version("1.1.0"),
         )
 
     def _split_generators(
@@ -102,10 +98,6 @@ class NKJPPOS(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TRAIN,
                 gen_kwargs={"filepath": downloaded_files["train"]},
             ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={"filepath": downloaded_files["validation"]},
-            ),
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 gen_kwargs={"filepath": downloaded_files["test"]},
@@ -113,52 +105,22 @@ class NKJPPOS(datasets.GeneratorBasedBuilder):
         ]
 
     @staticmethod
-    def _parse_tag(
-            tag: str
-    ) -> Tuple[str, str]:
-        full_tag = tag
-        pos_tag = tag.split(':')[0]
-
-        return pos_tag, full_tag
+    def _clean_line(data_line: Dict):
+        new_tokens = []
+        new_pos_tags = []
+        for token, pos_tag in zip(data_line["tokens"], data_line["pos_tags"]):
+            if pos_tag in _POS_TAGS:
+                new_tokens.append(token)
+                new_pos_tags.append(pos_tag)
+        data_line["tokens"] = new_tokens
+        data_line["pos_tags"] = new_pos_tags
+        assert len(data_line["tokens"]) == len(data_line["pos_tags"])
+        return data_line
 
     def _generate_examples(
             self, filepath: str
-    ) -> Generator[Tuple[int, Dict[str, str]], None, None]:
-        with open(filepath, 'r', encoding="utf-8") as f:
-            reader = csv.reader(f, delimiter='\t', quoting=csv.QUOTE_NONE)
-
-            tokens = []
-            morph = []
-            tags = []
-            full_tags = []
-            lemma = []
-            nps = []
-            gid = 0
-
-            for line in reader:
-                if not line:
-                    yield gid, {
-                        'tokens': tokens,
-                        'morph': morph,
-                        'pos_tags': tags,
-                        'full_pos_tags': full_tags,
-                        'lemmas': lemma,
-                        'nps': nps
-                    }
-                    gid += 1
-                    tokens = []
-                    morph = []
-                    tags = []
-                    full_tags = []
-                    lemma = []
-                    nps = []
-
-                else:
-                    tokens.append(line[0])
-                    morph.append(line[1])
-                    lemma.append(line[3])
-                    nps.append(line[4])
-                    tag, full_tag = self._parse_tag(line[2])
-
-                    tags.append(tag)
-                    full_tags.append(full_tag)
+    ) -> Generator[Tuple[str, Dict[str, str]], None, None]:
+        with open(filepath, 'r') as f:
+            for line in f:
+                data_line = self._clean_line(json.loads(line))
+                yield data_line["id"], data_line