Convert dataset to Parquet

.gitignore

@@ -1 +0,0 @@
-.DS_Store

IndicQA.py

@@ -1,113 +0,0 @@
-"""TODO(xquad): Add a description here."""
-
-
-import json
-
-import datasets
-
-
-_CITATION = """\
-
-"""
-
-_DESCRIPTION = """\
-
-"""
-
-_URL = "https://huggingface.co/datasets/ai4bharat/IndicQA/resolve/main/data/"
-_LANG = ["as", "bn", "gu", "hi", "kn", "ml", "mr", "or", "pa", "ta", "te"]
-
-
-class IndicqaConfig(datasets.BuilderConfig):
-
-    """BuilderConfig for Indicqa"""
-
-    def __init__(self, lang, **kwargs):
-        """
-
-        Args:
-            lang: string, language for the input text
-            **kwargs: keyword arguments forwarded to super.
-        """
-        super(IndicqaConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
-        self.lang = lang
-
-
-class Xquad(datasets.GeneratorBasedBuilder):
-    """TODO(indicqa): Short description of my dataset."""
-
-    # TODO(indicqa): Set up version.
-    VERSION = datasets.Version("1.0.0")
-    BUILDER_CONFIGS = [IndicqaConfig(name=f"indicqa.{lang}", description=_DESCRIPTION, lang=lang) for lang in _LANG]
-
-    def _info(self):
-        # TODO(indicqa): Specifies the datasets.DatasetInfo object
-        return datasets.DatasetInfo(
-            # This is the description that will appear on the datasets page.
-            description=_DESCRIPTION,
-            # datasets.features.FeatureConnectors
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "context": datasets.Value("string"),
-                    "question": datasets.Value("string"),
-                    "answers": datasets.features.Sequence(
-                        {
-                            "text": datasets.Value("string"),
-                            "answer_start": datasets.Value("int32"),
-                        }
-                    ),
-                    # These are the features of your dataset like images, labels ...
-                }
-            ),
-            # If there's a common (input, target) tuple from the features,
-            # specify them here. They'll be used if as_supervised=True in
-            # builder.as_dataset.
-            supervised_keys=None,
-            # Homepage of the dataset for documentation
-            homepage="",
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        # TODO(indicqa): Downloads the data and defines the splits
-        # dl_manager is a datasets.download.DownloadManager that can be used to
-        # download and extract URLs
-        urls_to_download = {lang: _URL + f"indicqa.{lang}.json" for lang in _LANG}
-        downloaded_files = dl_manager.download_and_extract(urls_to_download)
-
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={"filepath": downloaded_files[self.config.lang]},
-            ),
-        ]
-
-    def _generate_examples(self, filepath):
-        """Yields examples."""
-        # TODO(indicqa): Yields (key, example) tuples from the dataset
-        with open(filepath, encoding="utf-8") as f:
-            indicqa = json.load(f)
-            id_ = 0
-            for article in indicqa["data"]:
-                for paragraph in article["paragraphs"]:
-                    context = paragraph["context"].strip()
-                    for qa in paragraph["qas"]:
-                        question = qa["question"].strip()
-                        answer_starts = [answer["answer_start"] for answer in qa["answers"]]
-                        answers = [answer["text"].strip() for answer in qa["answers"]]
-
-                        # Features currently used are "context", "question", and "answers".
-                        # Others are extracted here for the ease of future expansions.
-                        yield id_, {
-                            "context": context,
-                            "question": question,
-                            "id": qa["id"],
-                            "answers": {
-                                "answer_start": answer_starts,
-                                "text": answers,
-                            },
-                        }
-                        id_ += 1

README.md

@@ -28,6 +28,272 @@ task_categories:
 - question-answering
 task_ids:
 - closed-domain-qa
+configs:
+- config_name: indicqa.as
+  data_files:
+  - split: test
+    path: indicqa.as/test-*
+- config_name: indicqa.bn
+  data_files:
+  - split: test
+    path: indicqa.bn/test-*
+- config_name: indicqa.gu
+  data_files:
+  - split: test
+    path: indicqa.gu/test-*
+- config_name: indicqa.hi
+  data_files:
+  - split: test
+    path: indicqa.hi/test-*
+- config_name: indicqa.kn
+  data_files:
+  - split: test
+    path: indicqa.kn/test-*
+- config_name: indicqa.ml
+  data_files:
+  - split: test
+    path: indicqa.ml/test-*
+- config_name: indicqa.mr
+  data_files:
+  - split: test
+    path: indicqa.mr/test-*
+- config_name: indicqa.or
+  data_files:
+  - split: test
+    path: indicqa.or/test-*
+- config_name: indicqa.pa
+  data_files:
+  - split: test
+    path: indicqa.pa/test-*
+- config_name: indicqa.ta
+  data_files:
+  - split: test
+    path: indicqa.ta/test-*
+- config_name: indicqa.te
+  data_files:
+  - split: test
+    path: indicqa.te/test-*
+dataset_info:
+- config_name: indicqa.as
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 7088629
+    num_examples: 1789
+  download_size: 531873
+  dataset_size: 7088629
+- config_name: indicqa.bn
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 10823292
+    num_examples: 1763
+  download_size: 705431
+  dataset_size: 10823292
+- config_name: indicqa.gu
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 5562543
+    num_examples: 2017
+  download_size: 446851
+  dataset_size: 5562543
+- config_name: indicqa.hi
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 10672978
+    num_examples: 1547
+  download_size: 779170
+  dataset_size: 10672978
+- config_name: indicqa.kn
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 4005605
+    num_examples: 1517
+  download_size: 382152
+  dataset_size: 4005605
+- config_name: indicqa.ml
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 11532860
+    num_examples: 1589
+  download_size: 808944
+  dataset_size: 11532860
+- config_name: indicqa.mr
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 7736596
+    num_examples: 1604
+  download_size: 590846
+  dataset_size: 7736596
+- config_name: indicqa.or
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 4036028
+    num_examples: 1680
+  download_size: 368204
+  dataset_size: 4036028
+- config_name: indicqa.pa
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 6117320
+    num_examples: 1542
+  download_size: 504985
+  dataset_size: 6117320
+- config_name: indicqa.ta
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 11536309
+    num_examples: 1804
+  download_size: 700937
+  dataset_size: 11536309
+- config_name: indicqa.te
+  features:
+  - name: id
+    dtype: string
+  - name: context
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: answer_start
+      dtype: int32
+  splits:
+  - name: test
+    num_bytes: 14051634
+    num_examples: 1734
+  download_size: 929374
+  dataset_size: 14051634
 ---
 
 # Dataset Card for [Dataset Name]

data/.gitattributes

@@ -1,11 +0,0 @@
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-indicqa.te.json filter=lfs diff=lfs merge=lfs -text
-indicqa.as.json filter=lfs diff=lfs merge=lfs -text
-indicqa.bn.json filter=lfs diff=lfs merge=lfs -text
-indicqa.hi.json filter=lfs diff=lfs merge=lfs -text
-indicqa.ml.json filter=lfs diff=lfs merge=lfs -text
-indicqa.pa.json filter=lfs diff=lfs merge=lfs -text
-indicqa.gu.json filter=lfs diff=lfs merge=lfs -text
-indicqa.kn.json filter=lfs diff=lfs merge=lfs -text
-indicqa.mr.json filter=lfs diff=lfs merge=lfs -text
-indicqa.or.json filter=lfs diff=lfs merge=lfs -text

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