Added data and loading script

sosialurin-faroese-pos.py

@@ -0,0 +1,505 @@
+# coding=utf-8
+# Copyright 2020 HuggingFace Datasets Authors.
+# Modified by Vésteinn Snæbjarnarson 2021
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+# Lint as: python3
+
+
+
+
+
+
+LABELS = [
+
+"ACSFPA",
+"ACSFPD",
+"ACSFPN",
+"ACSFSA",
+"ACSFSD",
+"ACSFSN",
+"ACSMPA",
+"ACSMPD",
+"ACSMPN",
+"ACSMSA",
+"ACSMSD",
+"ACSMSN",
+"ACSNPA",
+"ACSNPD",
+"ACSNPN",
+"ACSNSA",
+"ACSNSD",
+"ACSNSN",
+"ACWFPA",
+"ACWFPD",
+"ACWFPN",
+"ACWFSA",
+"ACWFSD",
+"ACWFSN",
+"ACWMPD",
+"ACWMPN",
+"ACWMSA",
+"ACWMSN",
+"ACWNPA",
+"ACWNPD",
+"ACWNPN",
+"ACWNSA",
+"ACWNSN",
+"AI",
+"APSFPA",
+"APSFPD",
+"APSFPN",
+"APSFSA",
+"APSFSD",
+"APSFSN",
+"APSMPA",
+"APSMPD",
+"APSMPN",
+"APSMSA",
+"APSMSD",
+"APSMSN",
+"APSNPA",
+"APSNPD",
+"APSNPN",
+"APSNSA",
+"APSNSD",
+"APSNSN",
+"APWFPA",
+"APWFPD",
+"APWFPG",
+"APWFPN",
+"APWFSA",
+"APWFSD",
+"APWFSG",
+"APWFSN",
+"APWMPA",
+"APWMPD",
+"APWMPN",
+"APWMSA",
+"APWMSD",
+"APWMSN",
+"APWNPA",
+"APWNPD",
+"APWNPN",
+"APWNSA",
+"APWNSD",
+"APWNSN",
+"ASSFPD",
+"ASSFPN",
+"ASSFSA",
+"ASSFSD",
+"ASSFSN",
+"ASSMPA",
+"ASSMPN",
+"ASSMSA",
+"ASSMSD",
+"ASSMSN",
+"ASSNPA",
+"ASSNPD",
+"ASSNPN",
+"ASSNSA",
+"ASSNSD",
+"ASSNSN",
+"ASWFPA",
+"ASWFPD",
+"ASWFPN",
+"ASWFSA",
+"ASWFSD",
+"ASWFSN",
+"ASWMPA",
+"ASWMPD",
+"ASWMPN",
+"ASWMSA",
+"ASWMSD",
+"ASWMSN",
+"ASWNPA",
+"ASWNPD",
+"ASWNPN",
+"ASWNSA",
+"ASWNSD",
+"ASWNSN",
+"C",
+"CI",
+"CR",
+"DCG",
+"DCN",
+"DG",
+"DI",
+"DN",
+"DSG",
+"DSN",
+"F",
+"KC",
+"KE",
+"KO",
+"KQ",
+"M",
+"NC",
+"NCFPA",
+"NCFPD",
+"NCFPN",
+"NCFSA",
+"NCFSN",
+"NCMPA",
+"NCMPD",
+"NCMPG",
+"NCMPN",
+"NCMSA",
+"NCMSN",
+"NCNPA",
+"NCNPD",
+"NCNPN",
+"NCNSA",
+"NCNSD",
+"NCNSN",
+"NO",
+"NP",
+"NR",
+"PBFPA",
+"PBFPD",
+"PBFPN",
+"PBFSA",
+"PBFSD",
+"PBFSN",
+"PBMPA",
+"PBMPD",
+"PBMPN",
+"PBMSA",
+"PBMSD",
+"PBMSN",
+"PBNPA",
+"PBNPD",
+"PBNPN",
+"PBNSA",
+"PBNSD",
+"PBNSN",
+"PDFPA",
+"PDFPD",
+"PDFPN",
+"PDFSA",
+"PDFSD",
+"PDFSN",
+"PDMPA",
+"PDMPD",
+"PDMPN",
+"PDMSA",
+"PDMSD",
+"PDMSN",
+"PDNPA",
+"PDNPD",
+"PDNPN",
+"PDNSA",
+"PDNSD",
+"PDNSN",
+"PEMPA",
+"PEMSA",
+"PENSA",
+"PENSG",
+"PIFPA",
+"PIFPD",
+"PIFPN",
+"PIFSA",
+"PIFSD",
+"PIFSN",
+"PIMPA",
+"PIMPD",
+"PIMPN",
+"PIMSA",
+"PIMSD",
+"PIMSN",
+"PINPA",
+"PINPD",
+"PINPN",
+"PINSA",
+"PINSD",
+"PINSN",
+"PP1PA",
+"PP1PD",
+"PP1PG",
+"PP1PN",
+"PP1SA",
+"PP1SD",
+"PP1SG",
+"PP1SN",
+"PP2PG",
+"PP2PN",
+"PP2SA",
+"PP2SD",
+"PP2SG",
+"PP2SN",
+"PPFPA",
+"PPFPD",
+"PPFPG",
+"PPFPN",
+"PPFSA",
+"PPFSD",
+"PPFSG",
+"PPFSN",
+"PPMPA",
+"PPMPD",
+"PPMPG",
+"PPMPN",
+"PPMSA",
+"PPMSD",
+"PPMSG",
+"PPMSN",
+"PPNPA",
+"PPNPD",
+"PPNPG",
+"PPNPN",
+"PPNSA",
+"PPNSD",
+"PPNSG",
+"PPNSN",
+"PQFPA",
+"PQFPN",
+"PQFSA",
+"PQFSD",
+"PQFSN",
+"PQMPN",
+"PQMSA",
+"PQMSD",
+"PQMSN",
+"PQNSA",
+"PQNSD",
+"PQNSN",
+"SFPA",
+"SFPAA",
+"SFPAP",
+"SFPD",
+"SFPDA",
+"SFPDAP",
+"SFPDP",
+"SFPG",
+"SFPGP",
+"SFPN",
+"SFPNA",
+"SFPNP",
+"SFSA",
+"SFSAA",
+"SFSAAP",
+"SFSAP",
+"SFSD",
+"SFSDA",
+"SFSDAP",
+"SFSDP",
+"SFSG",
+"SFSGA",
+"SFSGP",
+"SFSN",
+"SFSNA",
+"SFSNAP",
+"SFSNP",
+"SMPA",
+"SMPAA",
+"SMPD",
+"SMPDA",
+"SMPDP",
+"SMPG",
+"SMPGA",
+"SMPN",
+"SMPNA",
+"SMSA",
+"SMSAA",
+"SMSAP",
+"SMSD",
+"SMSDA",
+"SMSDAP",
+"SMSDP",
+"SMSG",
+"SMSGA",
+"SMSGP",
+"SMSN",
+"SMSNA",
+"SMSNAP",
+"SMSNP",
+"SNPA",
+"SNPAA",
+"SNPD",
+"SNPDA",
+"SNPDP",
+"SNPG",
+"SNPGA",
+"SNPN",
+"SNPNA",
+"SNPNP",
+"SNSA",
+"SNSAA",
+"SNSAAP",
+"SNSAP",
+"SNSD",
+"SNSDA",
+"SNSDAP",
+"SNSDP",
+"SNSG",
+"SNSGA",
+"SNSGP",
+"SNSN",
+"SNSNA",
+"SNSNAP",
+"SNSNP",
+"SX",
+"SXP",
+"SXSD",
+"SXSG",
+"TS",
+"TT",
+"VAFPA",
+"VAFPD",
+"VAFPN",
+"VAFSA",
+"VAFSD",
+"VAFSN",
+"VAMPA",
+"VAMPD",
+"VAMPN",
+"VAMSA",
+"VAMSD",
+"VAMSN",
+"VANPA",
+"VANPD",
+"VANPN",
+"VANSA",
+"VANSD",
+"VANSN",
+"VE",
+"VEAP",
+"VEAS2",
+"VEAS3",
+"VEPP",
+"VEPS1",
+"VEPS2",
+"VEPS3",
+"VI",
+"VMP",
+"VMS",
+"VNAP",
+"VNAS1",
+"VNAS2",
+"VNAS3",
+"VNPP",
+"VNPS1",
+"VNPS2",
+"VNPS3",
+"VP",
+"W",
+"X"
+]
+
+
+
+import datasets
+
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_CITATION = """\
+@misc{sosialurin-pos,
+ title = {Marking av teldutøkum tekstsavn},
+ author = {Zakaris Svabo Hansen, Heini Justinussen, and Mortan
+Ólason},
+ url = {http://ark.axeltra.com/index.php?type=person&lng=en&id=18},
+ year = {2004} }
+"""
+
+_DESCRIPTION = """\
+The corpus that has been created consists of ca. 100.000 words of text from the [Faroese] newspaper Sosialurin. Each word is tagged with grammatical information (word class, gender, number etc.)
+"""
+
+_URL = "https://huggingface.co/datasets/vesteinn/sosialurin-faroese-pos/blob/main//"
+_TRAINING_FILE = "fo.revised.txt"
+
+
+class SosialurinPOSConfig(datasets.BuilderConfig):
+    """BuilderConfig for sosialurin-faroese-pos"""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for sosialurin-faroese-pos.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(SosialurinPOSConfig, self).__init__(**kwargs)
+
+
+class SosialurinPOS(datasets.GeneratorBasedBuilder):
+    """sosialurin-faroese-pos dataset."""
+
+    BUILDER_CONFIGS = [
+        SosialurinPOSConfig(name="sosialurin-faroese-pos", version=datasets.Version("0.1.0"), description="sosialurin-faroese-pos dataset"),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "id": datasets.Value("string"),
+                    "tokens": datasets.Sequence(datasets.Value("string")),
+                    "ner_tags": datasets.Sequence(
+                        datasets.features.ClassLabel(
+                            names=LABELS
+                        )
+                    ),
+                }
+            ),
+            supervised_keys=None,
+            homepage="http://ark.axeltra.com/index.php?type=person&lng=en&id=18",
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        urls_to_download = {
+            "train": f"{_URL}{_TRAINING_FILE}",
+        }
+        downloaded_files = dl_manager.download_and_extract(urls_to_download)
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
+        ]
+
+    def _generate_examples(self, filepath):
+        logger.info("⏳ Generating examples from = %s", filepath)
+        with open(filepath, encoding="utf-8") as f:
+            guid = 0
+            tokens = []
+            pos_tags = []
+            for line in f:
+                if line.startswith("-DOCSTART-") or line == "" or line == "\n":
+                    if tokens:
+                        yield guid, {
+                            "id": str(guid),
+                            "tokens": tokens,
+                            "pos_tags": pos_tags,
+                        }
+                        guid += 1
+                        tokens = []
+                        pos_tags = []
+                else:
+                    # tokens are tab separated
+                    splits = line.split("\t")
+                    tokens.append(splits[0])
+                    try:
+                       ner_tags.append(splits[1].rstrip())
+                    except:
+                        print(splits)
+                        raise
+            # last example
+            yield guid, {
+                "id": str(guid),
+                "tokens": tokens,
+                "pos_tags": pos_tags,
+            }