re-test

regulatory_comments.py

@@ -80,27 +80,80 @@ class RegComments(datasets.GeneratorBasedBuilder):
             ),
         ]
     
+    # def _generate_examples(self, filepath):
+    #     """This function returns the examples in the raw (text) form."""
+    #     print("enter generate")
+    #     key = 0
+    #     with open(filepath, 'r', encoding='utf-8') as f:
+    #         data = json.load(f)
+    #         for docket in data:
+    #             docket_id = docket["id"]
+    #             docket_title = docket["title"]
+    #             docket_context = docket["context"]
+    #             docket_purpose = docket.get("purpose", "unspecified")
+    #             docket_keywords = docket.get("keywords", [])
+    #             comments = docket["comments"]
+    #             # for comment in docket["comments"]:
+    #             #     comment_data = {
+    #             #         "text": comment["text"],
+    #             #         "comment_id": comment["comment_id"],
+    #             #         "comment_url": comment["comment_url"],
+    #             #         "comment_date": comment["comment_date"],
+    #             #         "comment_title": comment["comment_title"],
+    #             #         "commenter_fname": comment["commenter_fname"],
+    #             #         "commenter_lname": comment["commenter_lname"],
+    #             #         "comment_length": comment["comment_length"]
+    #             #     }
+    #             #     comments.append(comment_data)
+
+    #             yield key, {
+    #                 "id": docket_id,
+    #                 "title": docket_title,
+    #                 "context": docket_context,
+    #                 "purpose": docket_purpose, 
+    #                 "keywords": docket_keywords, 
+    #                 "comments": comments
+    #             }
+    #             key += 1
     def _generate_examples(self, filepath):
-        """This function returns the examples in the raw (text) form."""
-        print("enter generate")
-        key = 0
-        with open(filepath, 'r', encoding='utf-8') as f:
-            data = json.load(f)
-            for docket in data:
-                docket_id = docket["id"]
-                docket_title = docket["title"]
-                docket_context = docket["context"]
-                docket_purpose = docket.get("purpose", "unspecified")
+        """Generates examples from a JSON file."""
+        print("Generating examples...")
+        with open(filepath, 'r', encoding='utf-8') as file:
+            data = json.load(file)
+            for key, docket in enumerate(data):
+                docket_id = docket.get("id", f"missing_id_{key}")
+                docket_title = docket.get("title", "No Title")
+                docket_context = docket.get("context", "No Context")
+                docket_purpose = docket.get("purpose", "Unspecified")
                 docket_keywords = docket.get("keywords", [])
-                comments = docket["comments"]
-                print(f'this is in the docket in data{type(comments)}')
+
+                # Process comments
+                comments = docket.get("comments", [])
+
+                # Extracting fields from each comment
+                comment_texts = [comment.get("text", "").strip() for comment in comments]
+                comment_ids = [comment.get("comment_id", "") for comment in comments]
+                comment_urls = [comment.get("comment_url", "") for comment in comments]
+                comment_dates = [comment.get("comment_date", "") for comment in comments]
+                comment_titles = [comment.get("comment_title", "") for comment in comments]
+                commenter_fnames = [comment.get("commenter_fname", "") for comment in comments]
+                commenter_lnames = [comment.get("commenter_lname", "") for comment in comments]
+                comment_lengths = [comment.get("comment_length", 0) for comment in comments]
 
                 yield key, {
                     "id": docket_id,
                     "title": docket_title,
                     "context": docket_context,
-                    "purpose": docket_purpose, 
-                    "keywords": docket_keywords, 
-                    "comments": comments
-                }
-                key += 1
+                    "purpose": docket_purpose,
+                    "keywords": docket_keywords,
+                    "comments": {
+                        "text": comment_texts,
+                        "comment_id": comment_ids,
+                        "comment_url": comment_urls,
+                        "comment_date": comment_dates,
+                        "comment_title": comment_titles,
+                        "commenter_fname": commenter_fnames,
+                        "commenter_lname": commenter_lnames,
+                        "comment_length": comment_lengths
+                    }
+                }