From f9ff21cf7d347128ad1196fb588b28347a3a65c6 Mon Sep 17 00:00:00 2001
From: Shrey Modi <shrey@fireworks.ai>
Date: Fri, 24 Oct 2025 15:06:46 -0700
Subject: [PATCH 1/2] helper function

---
 eval_protocol/utils/evaluation_row_utils.py | 22 +++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/eval_protocol/utils/evaluation_row_utils.py b/eval_protocol/utils/evaluation_row_utils.py
index d89f0c55..61efb98e 100644
--- a/eval_protocol/utils/evaluation_row_utils.py
+++ b/eval_protocol/utils/evaluation_row_utils.py
@@ -9,6 +9,7 @@
 from typing import List
 
 from eval_protocol.models import EvaluationRow, Message
+from eval_protocol.models import InputMetadata
 
 
 def serialize_message(msg: Message) -> str:
@@ -134,3 +135,24 @@ def assistant_to_ground_truth(data: List[EvaluationRow]) -> List[EvaluationRow]:
         )
 
     return processed_rows
+
+
+def create_rows_from_indices(count: int, **metadata) -> List[EvaluationRow]:
+    """Create evaluation rows with sequential row_ids.
+    Useful for remote processors where the server determines content based on row_id.
+    Args:
+        count: Number of rows to create
+        **metadata: Additional metadata to include in each row
+    Returns:
+        List of EvaluationRows with row_id set to "0", "1", "2", ...
+    """
+    rows = []
+    for idx in range(count):
+        row_metadata = {"row_id": str(idx), **metadata}
+        rows.append(
+            EvaluationRow(
+                messages=[],
+                input_metadata=InputMetadata(**row_metadata),
+            )
+        )
+    return rows

From 9f7f0a1d448cd43f3040a0ac4396593cec311fb7 Mon Sep 17 00:00:00 2001
From: Shrey Modi <shrey@fireworks.ai>
Date: Fri, 24 Oct 2025 15:11:48 -0700
Subject: [PATCH 2/2] fixed cursor comment

---
 eval_protocol/utils/evaluation_row_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/eval_protocol/utils/evaluation_row_utils.py b/eval_protocol/utils/evaluation_row_utils.py
index 61efb98e..b6147eed 100644
--- a/eval_protocol/utils/evaluation_row_utils.py
+++ b/eval_protocol/utils/evaluation_row_utils.py
@@ -148,7 +148,7 @@ def create_rows_from_indices(count: int, **metadata) -> List[EvaluationRow]:
     """
     rows = []
     for idx in range(count):
-        row_metadata = {"row_id": str(idx), **metadata}
+        row_metadata = {**metadata, "row_id": str(idx)}
         rows.append(
             EvaluationRow(
                 messages=[],