Update dataset script

sloleks.py

@@ -56,6 +56,10 @@ class Sloleks(datasets.GeneratorBasedBuilder):
                 },
                 "word_forms": [{
                     "forms": datasets.Sequence(datasets.Value("string")),
+                    "accentuation": datasets.Sequence(datasets.Value("string")),
+                    "pronunciation_ipa": datasets.Sequence(datasets.Value("string")),
+                    "pronunciation_sampa": datasets.Sequence(datasets.Value("string")),
+                    "is_nonstandard": datasets.Sequence(datasets.Value("bool")),
                     "msd": datasets.Value("string")
                 }],
                 "is_manually_checked": datasets.Value("bool")
@@ -119,8 +123,6 @@ class Sloleks(datasets.GeneratorBasedBuilder):
                     <grammarFeature name="aspect">biaspectual</grammarFeature>
                 </grammar>
                 """
-                # TODO: parse everything inside the <grammar> tag, e.g., put it in a dict with keys
-                #  {"features": [...], "values": [...]} where `values[i]` corresponds to the feature `features[i]`
                 grammar_tag = head_tag.find("grammar")
 
                 # POS tag (or N/A)
@@ -141,13 +143,28 @@ class Sloleks(datasets.GeneratorBasedBuilder):
                 for _form in body_tag.iterfind(".//wordForm"):
                     msd_str = _form.find("msd").text.strip()
 
-                    orto_tags = _form.findall(".//orthography")
-                    orthography = []
-                    for _tag in orto_tags:
+                    orthography, accentuation, pronunciation_ipa, pronunciation_sampa = [], [], [], []
+                    is_nonstandard = []
+                    for _tag in _form.findall(".//orthography"):
                         orthography.append(_tag.find("form").text.strip())
+                        is_nonstandard.append(_tag.attrib.get("norm", "standard") == "non-standard")
+
+                    for _tag in _form.findall(".//accentuation"):
+                        accentuation.append(_tag.find("form").text.strip())
+
+                    for _tag in _form.findall(".//pronunciation"):
+                        for _pronunciation_form in _tag.findall("form"):
+                            if _pronunciation_form.attrib["script"] == "IPA":
+                                pronunciation_ipa.append(_pronunciation_form.text.strip())
+                            else:
+                                pronunciation_sampa.append(_pronunciation_form.text.strip())
 
                     word_forms.append({
                         "forms": orthography,
+                        "accentuation": accentuation,
+                        "pronunciation_ipa": pronunciation_ipa,
+                        "pronunciation_sampa": pronunciation_sampa,
+                        "is_nonstandard": is_nonstandard,
                         "msd": msd_str
                     })