Unindent code

scicite.py

@@ -183,52 +183,52 @@ class SciciteDataset(datasets.GeneratorBasedBuilder):
                 examples = [json.loads(line) for line in file]
                 break
 
-            # Preprocesses examples
-            keys = set()
+        # Preprocesses examples
+        keys = set()
+        for example in examples:
+            # Fixes duplicate keys
+            if example["unique_id"] in keys:
+                example["unique_id"] = example["unique_id"] + "_duplicate"
+            else:
+                keys.add(example["unique_id"])
+
+        if self.config.schema == "source":
+            for example in examples:
+                yield str(example["unique_id"]), {
+                    "string": example["string"],
+                    "label": str(example["label"]),
+                    "sectionName": str(example["sectionName"]),
+                    "citingPaperId": str(example["citingPaperId"]),
+                    "citedPaperId": str(example["citedPaperId"]),
+                    "excerpt_index": int(example["excerpt_index"]),
+                    "isKeyCitation": bool(example["isKeyCitation"]),
+                    "label2": str(example.get("label2", "none")),
+                    "citeEnd": _safe_int(example["citeEnd"]),
+                    "citeStart": _safe_int(example["citeStart"]),
+                    "source": str(example["source"]),
+                    "label_confidence": float(
+                        example.get("label_confidence", np.nan)
+                    ),
+                    "label2_confidence": float(
+                        example.get("label2_confidence", np.nan)
+                    ),
+                    "id": str(example["id"]),
+                    "unique_id": str(example["unique_id"]),
+                }
+
+        elif self.config.schema == "bigbio_text":
             for example in examples:
-                # Fixes duplicate keys
-                if example["unique_id"] in keys:
-                    example["unique_id"] = example["unique_id"] + "_duplicate"
+                if "label2" in example:
+                    labels = [example["label"], example["label2"]]
                 else:
-                    keys.add(example["unique_id"])
-
-            if self.config.schema == "source":
-                for example in examples:
-                    yield str(example["unique_id"]), {
-                        "string": example["string"],
-                        "label": str(example["label"]),
-                        "sectionName": str(example["sectionName"]),
-                        "citingPaperId": str(example["citingPaperId"]),
-                        "citedPaperId": str(example["citedPaperId"]),
-                        "excerpt_index": int(example["excerpt_index"]),
-                        "isKeyCitation": bool(example["isKeyCitation"]),
-                        "label2": str(example.get("label2", "none")),
-                        "citeEnd": _safe_int(example["citeEnd"]),
-                        "citeStart": _safe_int(example["citeStart"]),
-                        "source": str(example["source"]),
-                        "label_confidence": float(
-                            example.get("label_confidence", np.nan)
-                        ),
-                        "label2_confidence": float(
-                            example.get("label2_confidence", np.nan)
-                        ),
-                        "id": str(example["id"]),
-                        "unique_id": str(example["unique_id"]),
-                    }
-
-            elif self.config.schema == "bigbio_text":
-                for example in examples:
-                    if "label2" in example:
-                        labels = [example["label"], example["label2"]]
-                    else:
-                        labels = [example["label"]]
-
-                    yield str(example["unique_id"]), {
-                        "id": example["unique_id"],
-                        "document_id": example["citingPaperId"],
-                        "text": example["string"],
-                        "labels": labels,
-                    }
+                    labels = [example["label"]]
+
+                yield str(example["unique_id"]), {
+                    "id": example["unique_id"],
+                    "document_id": example["citingPaperId"],
+                    "text": example["string"],
+                    "labels": labels,
+                }
 
 
 def _safe_int(a):