script

russian_multidomain_spellcheck.py → RuSpellGold.py

@@ -1,4 +1,5 @@
 import json
+import pandas as pd
 from typing import List
 
 import datasets
@@ -17,17 +18,17 @@ _LICENSE = "apache-2.0"
 
 
 class RuSpellGoldConfig(datasets.BuilderConfig):
-    """BuilderConfig for RuFacts."""
+    """BuilderConfig for RuSpellGold."""
 
     def __init__(self, data_urls, features, **kwargs):
-        """BuilderConfig for RuFacts.
+        """BuilderConfig for RuSpellGold.
         Args:
         features: *list[string]*, list of the features that will appear in the
             feature dict. Should not include "label".
         data_urls: *dict[string]*, urls to download the zip file from.
         **kwargs: keyword arguments forwarded to super.
         """
-        super(RuFactsConfig, self).__init__(version=datasets.Version("0.0.1"), **kwargs)
+        super(RuSpellGoldConfig, self).__init__(version=datasets.Version("0.0.1"), **kwargs)
         self.data_urls = data_urls
         self.features = features
 
@@ -36,23 +37,55 @@ class RuSpellGold(datasets.GeneratorBasedBuilder):
     """RuFacts dataset."""
 
     BUILDER_CONFIGS = [
-        RuFactsConfig(
-            name="raw",
+        RuSpellGoldConfig(
+            name="aranea",
             data_urls={
-                "train": "raw/train.json",
-                "validation": "raw/validation.json",
-                "test": "raw/test.json",
+                "test": "data/aranea/split.json",
             },
-            features=["idx", "evidence", "claim", "label"],
+            features=["source", "correction", "domain"],
+        ),
+        RuSpellGoldConfig(
+            name="literature",
+            data_urls={
+                "test": "data/literature/split.json",
+            },
+            features=["source", "correction", "domain"],
+        ),
+        RuSpellGoldConfig(
+            name="news",
+            data_urls={
+                "test": "data/news/split.json",
+            },
+            features=["source", "correction", "domain"],
+        ),
+        RuSpellGoldConfig(
+            name="social_media",
+            data_urls={
+                "test": "data/social_media/split.json",
+            },
+            features=["source", "correction", "domain"],
+        ),
+        RuSpellGoldConfig(
+            name="strategic_documents",
+            data_urls={
+                "test": "data/strategic_documents/split.json",
+            },
+            features=["source", "correction", "domain"],
+        ),
+        RuSpellGoldConfig(
+            name="complete_test",
+            data_urls={
+                "test": "data/complete_test/test.json",
+            },
+            features=["source", "correction", "domain"],
         ),
     ]
 
     def _info(self) -> datasets.DatasetInfo:
         features = {
-            "idx": datasets.Value("int64"),
-            "evidence": datasets.Value("string"),
-            "claim": datasets.Value("string"),
-            "label": datasets.features.ClassLabel(names=["consistent", "inconsistent"]),
+            "source": datasets.Value("string"),
+            "correction": datasets.Value("string"),
+            "domain": datasets.Value("string"),
         }
         return datasets.DatasetInfo(
             features=datasets.Features(features),
@@ -66,27 +99,13 @@ class RuSpellGold(datasets.GeneratorBasedBuilder):
         urls_to_download = self.config.data_urls
         downloaded_files = dl_manager.download_and_extract(urls_to_download)
         return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "data_file": downloaded_files["train"],
-                    "split": datasets.Split.TRAIN,
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={
-                    "data_file": downloaded_files["validation"],
-                    "split": datasets.Split.VALIDATION,
-                },
-            ),
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 gen_kwargs={
                     "data_file": downloaded_files["test"],
                     "split": datasets.Split.TEST,
                 },
-            ),
+            )
         ]
 
     def _generate_examples(self, data_file, split):
@@ -94,8 +113,6 @@ class RuSpellGold(datasets.GeneratorBasedBuilder):
             key = 0
             for line in f:
                 row = json.loads(line)
-
                 example = {feature: row[feature] for feature in self.config.features}
                 yield key, example
-
                 key += 1