Update ISCO ESCO Occupations Taxonomy dataset

isco_esco_occupations_taxonomy.py

@@ -1,10 +1,7 @@
-from typing import List
-from datasets.tasks import LanguageModeling, TextClassification, TaskTemplate
-import pandas as pd
-import csv
+from datasets.utils import file_utils
+from pathlib import Path
 import json
 import os
-
 import datasets
 
 logger = datasets.logging.get_logger(__name__)
@@ -17,7 +14,13 @@ taxonomy dataset, consisting of occupation groups from ISCO, \
 occupations from ESCO and definitions.
 """
 
-# TODO: Update license based on ILO and ESCO
+# Define the path to the labels directory
+_LABELS_DIR = Path(__file__).parent / "labels"
+
+# Check if the labels directory exists, and create it if it doesn't
+if not _LABELS_DIR.exists():
+    _LABELS_DIR.mkdir()
+
 _LICENSE = """\
 By accessing  ISCO ESCO Occupations Taxonomy Dataset, you indicate that you agree to the terms and conditions associated with their use. Please read the IEA Disclaimer and License Agreement for full details. [Disclaimer_and_License_Agreement.pdf (iea.nl)](https://www.iea.nl/sites/default/files/data-repository/Disclaimer_and_License_Agreement.pdf)
 """
@@ -25,9 +28,12 @@ By accessing  ISCO ESCO Occupations Taxonomy Dataset, you indicate that you agre
 _HOMEPAGE = "https://iea.nl"
 
 _URL = "./data"
+_LABELS_URL = str(_LABELS_DIR / "isco_codes.txt")
+# Alternative option is https://huggingface.co/datasets/ICILS/isco_esco_occupations_taxonomy/raw/main/labels/isco_codes.txt
 _URLS = {
     "isco_taxonomy": _URL + "/isco_taxonomy.jsonl",
     "isco_occupations": _URL + "/isco_occupations.jsonl",
+    "isco_labels": _LABELS_URL,
 }
 
 
@@ -69,7 +75,7 @@ class IscoTaxonomy(datasets.GeneratorBasedBuilder):
                 {
                     "text": datasets.features.Value("string"),
                     "labels": datasets.features.ClassLabel(
-                        names_file="labels/isco_code_1.txt"
+                        names_file=os.path.join(_LABELS_URL)
                     ),
                 }
             )
@@ -78,7 +84,7 @@ class IscoTaxonomy(datasets.GeneratorBasedBuilder):
                 {
                     "text": datasets.features.Value("string"),
                     "labels": datasets.features.ClassLabel(
-                        names_file="labels/isco_codes.txt"
+                        names_file=os.path.join(_LABELS_URL)
                     ),
                     # These are the features of your dataset like images, labels ...
                 }