fix(batch): retry R2 upload on transient failure in BatchPayloadProcessor (#3331)

A single "fetch failed" from the object store was aborting the entire
batch stream with no retry. Added p-retry (3 attempts, 500ms-2s backoff)
around ploadPacketToObjectStore so transient network errors self-heal
server-side instead of propagating to the SDK.

.server-changes/batch-r2-upload-retry.md

@@ -0,0 +1,9 @@
+---
+area: webapp
+type: fix
+---
+
+Fix transient R2/object store upload failures during batchTrigger() item streaming.
+
+- Added p-retry (3 attempts, 500ms–2s exponential backoff) around `uploadPacketToObjectStore` in `BatchPayloadProcessor.process()` so transient network errors self-heal server-side rather than aborting the entire batch stream.
+- Removed `x-should-retry: false` from the 500 response on the batch items route so the SDK's existing 5xx retry path can recover if server-side retries are exhausted. Item deduplication by index makes full-stream retries safe.

apps/webapp/app/routes/api.v3.batches.$batchId.items.ts

@@ -104,10 +104,7 @@ export async function action({ request, params }: ActionFunctionArgs) {
         return json({ error: error.message }, { status: 400 });
       }
 
-      return json(
-        { error: error.message },
-        { status: 500, headers: { "x-should-retry": "false" } }
-      );
+      return json({ error: error.message }, { status: 500 });
     }
 
     return json({ error: "Something went wrong" }, { status: 500 });

apps/webapp/app/runEngine/concerns/batchPayloads.server.ts

@@ -1,4 +1,5 @@
 import { type IOPacket, packetRequiresOffloading, tryCatch } from "@trigger.dev/core/v3";
+import pRetry from "p-retry";
 import { env } from "~/env.server";
 import type { AuthenticatedEnvironment } from "~/services/apiAuth.server";
 import { logger } from "~/services/logger.server";
@@ -103,32 +104,46 @@ export class BatchPayloadProcessor {
         };
       }
 
-      // Upload to object store
+      // Upload to object store, retrying on transient network errors
+      const { data: packetData, dataType: packetDataType } = packet;
       const filename = `batch_${batchId}/item_${itemIndex}/payload.json`;
 
       const [uploadError, uploadedFilename] = await tryCatch(
-        uploadPacketToObjectStore(
-          filename,
-          packet.data,
-          packet.dataType,
-          environment,
-          env.OBJECT_STORE_DEFAULT_PROTOCOL
+        pRetry(
+          () =>
+            uploadPacketToObjectStore(
+              filename,
+              packetData,
+              packetDataType,
+              environment,
+              env.OBJECT_STORE_DEFAULT_PROTOCOL
+            ),
+          {
+            retries: 3,
+            minTimeout: 500,
+            maxTimeout: 2000,
+            factor: 2,
+            onFailedAttempt: (error) => {
+              logger.warn("Batch item payload upload to object store failed, retrying", {
+                batchId,
+                itemIndex,
+                attempt: error.attemptNumber,
+                retriesLeft: error.retriesLeft,
+                error: error.message,
+              });
+            },
+          }
         )
       );
 
       if (uploadError) {
-        logger.error("Failed to upload batch item payload to object store", {
+        logger.error("Failed to upload batch item payload to object store after retries", {
           batchId,
           itemIndex,
-          error: uploadError instanceof Error ? uploadError.message : String(uploadError),
+          error: uploadError.message,
         });
 
-        // Throw to fail this item - SDK can retry
-        throw new Error(
-          `Failed to upload large payload to object store: ${
-            uploadError instanceof Error ? uploadError.message : String(uploadError)
-          }`
-        );
+        throw new Error(`Failed to upload large payload to object store: ${uploadError.message}`);
       }
 
       logger.debug("Batch item payload offloaded to object store", {

apps/webapp/test/engine/batchPayloads.test.ts

@@ -0,0 +1,115 @@
+import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
+
+// --- Module mocks (must come before imports) ---
+
+vi.mock("~/v3/objectStore.server", () => ({
+  hasObjectStoreClient: vi.fn().mockReturnValue(true),
+  uploadPacketToObjectStore: vi.fn(),
+}));
+
+// Threshold of 10 bytes so any non-trivial payload triggers offloading
+vi.mock("~/env.server", () => ({
+  env: {
+    BATCH_PAYLOAD_OFFLOAD_THRESHOLD: 10,
+    TASK_PAYLOAD_OFFLOAD_THRESHOLD: 10,
+    OBJECT_STORE_DEFAULT_PROTOCOL: undefined,
+  },
+}));
+
+// Execute the span callback synchronously without real OTel
+vi.mock("~/v3/tracer.server", () => ({
+  startActiveSpan: vi.fn(async (_name: string, fn: (span: any) => any) =>
+    fn({ setAttribute: vi.fn() })
+  ),
+}));
+
+import { BatchPayloadProcessor } from "../../app/runEngine/concerns/batchPayloads.server";
+import * as objectStore from "~/v3/objectStore.server";
+
+vi.setConfig({ testTimeout: 30_000 });
+
+// Minimal AuthenticatedEnvironment shape required by BatchPayloadProcessor
+const mockEnvironment = {
+  id: "env-test",
+  slug: "production",
+  project: { externalRef: "proj-ext-ref" },
+} as any;
+
+describe("BatchPayloadProcessor", () => {
+  let mockUpload: ReturnType<typeof vi.mocked<typeof objectStore.uploadPacketToObjectStore>>;
+
+  beforeEach(() => {
+    mockUpload = vi.mocked(objectStore.uploadPacketToObjectStore);
+    mockUpload.mockReset();
+  });
+
+  it("offloads a large payload successfully on first attempt", async () => {
+    mockUpload.mockResolvedValueOnce("batch_abc/item_0/payload.json");
+
+    const processor = new BatchPayloadProcessor();
+    const result = await processor.process(
+      '{"message":"hello world"}',
+      "application/json",
+      "batch-internal-abc",
+      0,
+      mockEnvironment
+    );
+
+    expect(result.wasOffloaded).toBe(true);
+    expect(result.payloadType).toBe("application/store");
+    expect(result.payload).toBe("batch_abc/item_0/payload.json");
+    expect(mockUpload).toHaveBeenCalledTimes(1);
+  });
+
+  it("retries on transient fetch failure and succeeds on third attempt", async () => {
+    mockUpload
+      .mockRejectedValueOnce(new Error("fetch failed"))
+      .mockRejectedValueOnce(new Error("fetch failed"))
+      .mockResolvedValueOnce("batch_abc/item_0/payload.json");
+
+    const processor = new BatchPayloadProcessor();
+    const result = await processor.process(
+      '{"message":"hello world"}',
+      "application/json",
+      "batch-internal-abc",
+      0,
+      mockEnvironment
+    );
+
+    expect(result.wasOffloaded).toBe(true);
+    expect(mockUpload).toHaveBeenCalledTimes(3);
+  });
+
+  it("throws after exhausting all retry attempts", async () => {
+    mockUpload.mockRejectedValue(new Error("fetch failed"));
+
+    const processor = new BatchPayloadProcessor();
+
+    await expect(
+      processor.process(
+        '{"message":"hello world"}',
+        "application/json",
+        "batch-internal-abc",
+        0,
+        mockEnvironment
+      )
+    ).rejects.toThrow("Failed to upload large payload to object store: fetch failed");
+
+    // 1 initial attempt + 3 retries = 4 total calls
+    expect(mockUpload).toHaveBeenCalledTimes(4);
+  });
+
+  it("does not offload when there is no payload data", async () => {
+    const processor = new BatchPayloadProcessor();
+    const result = await processor.process(
+      undefined,
+      "application/json",
+      "batch-internal-abc",
+      0,
+      mockEnvironment
+    );
+
+    expect(result.wasOffloaded).toBe(false);
+    expect(mockUpload).not.toHaveBeenCalled();
+  });
+});