Add functionality to included label_dataset_id or label_file_path fea…

…ture in each example

PiperOrigin-RevId: 575762101

src/skai/cloud_labeling.py

@@ -678,15 +678,23 @@ def _merge_single_example_file_and_labels(
       )
 
     label_tuples = labels.get(example_id, [])
-    for string_label, numeric_label, dataset_id in label_tuples:
+    for string_label, numeric_label, dataset_id_or_label_path in label_tuples:
       labeled_example = Example()
       labeled_example.CopyFrom(example)
       features = labeled_example.features
       features.feature['string_label'].bytes_list.value[:] = [
           string_label.encode()
       ]
-      features.feature['label_dataset_id'].bytes_list.value.append(
-          dataset_id.encode())
+
+      if tf.io.gfile.exists(dataset_id_or_label_path):
+        features.feature['label_file_path'].bytes_list.value.append(
+            dataset_id_or_label_path.encode()
+        )
+      else:
+        features.feature['label_dataset_id'].bytes_list.value.append(
+            dataset_id_or_label_path.encode()
+        )
+
       label_feature = features.feature['label'].float_list
       if not label_feature.value:
         label_feature.value.append(numeric_label)
@@ -777,7 +785,7 @@ def _get_labels_from_dataset(
     export_dir: GCS directory to export annotations to.
 
   Returns:
-    List of (example id, string label) tuples.
+    List of (example id, string label, dataset id) tuples.
   """
 
   aiplatform.init(project=project, location=location)
@@ -811,7 +819,7 @@ def _read_label_file(path: str) -> List[Tuple[str, str, str]]:
     path: Path to file.
 
   Returns:
-    List of (example id, string label) tuples.
+    List of (example id, string label, label file path) tuples.
   """
   with tf.io.gfile.GFile(path) as f:
     df = pd.read_csv(f)
@@ -879,15 +887,17 @@ def create_labeled_examples(
 
   logging.info('Read %d labels total.', len(labels))
   ids_to_labels = collections.defaultdict(list)
-  for example_id, string_label, dataset_id in labels:
+  for example_id, string_label, dataset_id_or_label_path in labels:
     example_labels = ids_to_labels[example_id]
     if string_label in [l[0] for l in example_labels]:
       # Don't add multiple labels with the same value for a single example.
       continue
     numeric_label = string_to_numeric_map.get(string_label, None)
     if numeric_label is None:
       raise ValueError(f'Label "{string_label}" has no numeric mapping.')
-    example_labels.append((string_label, numeric_label, dataset_id))
+    example_labels.append(
+        (string_label, numeric_label, dataset_id_or_label_path)
+    )
 
   _merge_examples_and_labels(
       examples_pattern,