updated lotte_passages.py

Generate_JSON_From_Collection_TSV.py

@@ -10,6 +10,30 @@ for directory in directories:
 
 	for file_type in ["dev", "test"]:
 
+		if directory != 'pooled':
+
+			with open('data/' + directory + "/" + file_type + "/metadata.jsonl", 'r', encoding="utf-8") as json_file:
+				metadata = list(json_file)
+
+			post_id_to_author = {}
+
+			for json_str in metadata:
+				current_row = json.loads(json_str)
+				current_post_ids = current_row['post_ids']
+				current_post_authors = current_row['post_authors']
+
+				for post_id, author in zip(current_post_ids, current_post_authors):
+					post_id_to_author[post_id] = author
+
+		else:
+
+			from collections import defaultdict
+			def default_value():
+				return ""
+			post_id_to_author = defaultdict(default_value)
+
+		#####################################################################################
+
 		current_jsonl = []
 		loaded_file = pd.read_csv('data/' + directory + "/" + file_type + "/collection.tsv", sep='\t', header=0)
 
@@ -17,6 +41,7 @@ for directory in directories:
 
 			current_jsonl.append({
 					"doc_id": row,
+					"author": post_id_to_author[row],
 					"text": loaded_file.iloc[row][1]
 				})
 
@@ -25,4 +50,4 @@ for directory in directories:
 			os.mkdir(directory)
 
 		with open(directory + "/" + file_type + "_collection.jsonl", 'w', encoding="utf-8") as fout:
-			json.dump(current_jsonl, fout)
+			json.dump(current_jsonl, fout)

lifestyle/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4a5d305409daa32284513c89cd99ac4afdd493d07190ebed83f74a4939c853dc
-size 266736700
+oid sha256:619ca034d86e28d11de74e5e17a1d7807af0dc4f846a4ee9c4b17a9a002192a5
+size 273115383

lifestyle/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:254628d946391417e44ccf7fccc21eebf8d51ce31a38a34e1f3d93001d1cdd76
-size 107371473
+oid sha256:f2c24cb284eb333d507c0157f44bc7a4a4a23a5f61104900f7405ec1a80f499c
+size 110087236

lotte_passages.py

@@ -118,6 +118,7 @@ class NewDataset(datasets.GeneratorBasedBuilder):
         features = datasets.Features(
             {
                 "doc_id": datasets.Value("int32"),
+                "author": datasets.Value("string"),
                 "text": datasets.Value("string")
             }
         )
@@ -170,10 +171,16 @@ class NewDataset(datasets.GeneratorBasedBuilder):
                 
                 data = json.loads(row)
 
+                if "author" in data.keys():
+                    author = data['author']
+                else:
+                    author = ""
+
                 for i in range(0, len(data)):
                     
                     current_query = data[i]
                     yield i, {
                             "doc_id": current_query["doc_id"],
+                            "author": author,
                             "text": current_query["text"]
                     }

pooled/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:368e4048792e9b3a5184b7daeed9337239643bcec86757e36db907ea6ff059db
-size 2327571649
+oid sha256:e651af583a16f146b993af4733eda74dd1a0777636eeb0388f006e50eefdb828
+size 2361574331

pooled/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:55ed2ef7c978b896de8e2e1e7907066f115c2fe262e7555836fa26a76b510c7f
-size 2474114422
+oid sha256:bdb6e16daf375beccbdfd53dfde44f92075336efab349f0d95c21f815e679968
+size 2513579386

recreation/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9711aeaba3b75ac3025efa4c60c148d9881552231ba44bb49e5a9eb826cb97af
-size 353181123
+oid sha256:97010c6392f711981b383aac04812ae99e8e5dfcfc081e5bfb1079e2febc86dc
+size 359239511

recreation/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fc4a91d3b46fe7128f3e36a656b209750c3db95b7b1d6f527f7df8faaa9ca569
-size 136354177
+oid sha256:5a34f8fc11db7686513c1aa392e739a0d2257f8827f0218a1c3e17bc12c0a36c
+size 140143137

science/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:30de2c53db0c1f8f6aaee0332c1de49bce89687ff6ac74db37cd354037407d18
-size 432326329
+oid sha256:3e2e304469c6d648b179ac44ab3b9ca9c5ff5a5ffc36fd5e7e6fee822ef38af2
+size 440384983

science/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6dbc6623035435f12372f7c35bc085b5608a471348851a09b5d23dea37929dd5
-size 1503760616
+oid sha256:e112805fd1a913e8bc6b92c4bd0e66d94bbf305b9e9bdc9849bb0bac7865b48c
+size 1544428860

technology/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9a5146425bafd87bfa4ff2e3ce05196a2891cd0d032fc4097ac59f5d10366d08
-size 928423308
+oid sha256:f33ecbe2251ead8b33a9a0449aa6278aace83398077def869b9f6da6ad4ff40e
+size 958027334

technology/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2208bfe52868acbe12fd177ad2097781304cc5e452d784bd21ea6eb54ff08343
-size 574848188
+oid sha256:756c60bab5e592ebe42987dce49097258a43823be97cc55215210ff5be2120b1
+size 589800516

writing/dev_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:90e8253381a9fc79c1f0c4dbd7195c63e5b38c6e3f1ed951cb46d9b0e2106973
-size 345304389
+oid sha256:7b25776b4ab686ca008fc3629f4f768c8ddc4702f92a3333394589e437c516d9
+size 351804833

writing/test_collection.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9852ae617146df70a852d44cb1da7f5eb74e1caf463779c430a4da715db47196
-size 150208971
+oid sha256:e0af85f7136f1b9877c8fd844b21e7e6e5e3eacfb50617b6a4d139a2bcdadc04
+size 154837799