push

ESCI-product-dataset.py

@@ -17,9 +17,7 @@
 """ESCI-product-dataset dataset."""
 
 import json
-
 import datasets
-
 _CITATION = """
 @misc{reddy2022shopping,
       title={Shopping Queries Dataset: A Large-Scale {ESCI} Benchmark for Improving Product Search},
@@ -29,53 +27,30 @@ Arnab Biswas and Anlu Xing and Karthik Subbian},
       eprint={2206.06588},
       archivePrefix={arXiv}
 }
-
-
-}
 """
-
 _DESCRIPTION = "dataset load script for ESCI-product-dataset recall"
-
 _DATASET_URLS = {
     'train': "https://huggingface.co/datasets/spacemanidol/ESCI-product-dataset/resolve/main/train.jsonl",
 }
 
-
 class ESCIproduct(datasets.GeneratorBasedBuilder):
     VERSION = datasets.Version("0.0.1")
-
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(version=VERSION,
-                               description="Wikipedia NQ train/dev/test datasets"),
+                               description="ESCI Produce Search train/dev/test datasets"),
     ]
 
     def _info(self):
         features = datasets.Features({
             'query_id': datasets.Value('string'),
             'query': datasets.Value('string'),
-            'query-inject-det': datasets.Value('string'),
-            'query-stem': datasets.Value('string'),
-            'query-synonym': datasets.Value('string'),
-            'query-random-char-swap': datasets.Value('string'),
-            'query-char-keyboard': datasets.Value('string'),
-            'query-paraphrase': datasets.Value('string'),
-            'query-reorder-words': datasets.Value('string'),
-            'query-backtranslation': datasets.Value('string'),
-            'query-char-delete': datasets.Value('string'),
-            'query-lemmatize': datasets.Value('string')
         })
-
         return datasets.DatasetInfo(
-            # This is the description that will appear on the datasets page.
             description=_DESCRIPTION,
-            # This defines the different columns of the dataset and their types
             features=features,  # Here we define them above because they are different between the two configurations
             supervised_keys=None,
-            # Homepage of the dataset for documentation
             homepage="",
-            # License for the dataset if available
             license="",
-            # Citation for the dataset
             citation=_CITATION,
         )