feat: native update merge (#14250)

#### PR Dependency Tree


* **PR #14250** 👈

This tree was auto-generated by
[Charcoal](https://github.com/danerwilliams/charcoal)

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **Backend Optimization**
  * Faster document retrieval via a native binary fetch path.
* Native-accelerated merging of document updates for improved
performance and consistency.
* **Indexing & Reliability**
* Indexing now only proceeds on valid parse results, with clearer
warnings and richer metadata on failures.
* More consistent sync behavior and enhanced diagnostic logging for
indexing operations.
* **Tests**
  * Expanded tests to cover native binary retrieval error handling.

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

packages/backend/server/src/core/doc/__tests__/reader-from-rpc.spec.ts

@@ -100,6 +100,9 @@ test('should throw error when doc service internal error', async t => {
   mock.method(adapter, 'getDoc', async () => {
     throw new Error('mock doc service internal error');
   });
+  mock.method(adapter, 'getDocBinNative', async () => {
+    throw new Error('mock doc service internal error');
+  });
   let err = await t.throwsAsync(docReader.getDoc(workspace.id, docId), {
     instanceOf: UserFriendlyError,
     message: 'An internal error occurred.',

packages/backend/server/src/core/doc/reader.ts

@@ -213,11 +213,9 @@ export class DatabaseDocReader extends DocReader {
     guid: string,
     fullContent?: boolean
   ): Promise<PageDocContent | null> {
-    const docRecord = await this.workspace.getDoc(workspaceId, guid);
+    const docBinary = await this.workspace.getDocBinNative(workspaceId, guid);
-    if (!docRecord) {
+    if (!docBinary) return null;
-      return null;
+    return this.parseDocContent(docBinary, fullContent ? -1 : 150);
-    }
-    return this.parseDocContent(docRecord.bin, fullContent ? -1 : 150);
   }
 
   protected override async getWorkspaceContentWithoutCache(

packages/backend/server/src/core/doc/storage/doc.ts

@@ -13,9 +13,15 @@ import {
 } from 'yjs';
 
 import { CallMetric } from '../../../base';
+import { mergeUpdatesInApplyWay } from '../../../native';
 import { Connection } from './connection';
 import { SingletonLocker } from './lock';
 
+async function nativeMergeUpdates(updates: Uint8Array[]): Promise<Uint8Array> {
+  // use native module to merge updates
+  return mergeUpdatesInApplyWay(updates.map(u => Buffer.from(u)));
+}
+
 export interface DocRecord {
   spaceId: string;
   docId: string;
@@ -95,6 +101,27 @@ export abstract class DocStorageAdapter extends Connection {
     return snapshot;
   }
 
+  /// get final binary only but not updating the snapshot in database
+  async getDocBinNative(
+    spaceId: string,
+    docId: string
+  ): Promise<Uint8Array | undefined> {
+    await using _lock = await this.lockDocForUpdate(spaceId, docId);
+
+    const snapshot = await this.getDocSnapshot(spaceId, docId);
+    const updates = await this.getDocUpdates(spaceId, docId);
+
+    if (updates.length) {
+      const docUpdate = await this.squash(
+        snapshot ? [snapshot, ...updates] : updates,
+        nativeMergeUpdates
+      );
+      return docUpdate.bin;
+    }
+
+    return snapshot?.bin;
+  }
+
   @Transactional<TransactionalAdapterPrisma>({ timeout: 60000 })
   private async squashUpdatesToSnapshot(
     spaceId: string,
@@ -223,8 +250,11 @@ export abstract class DocStorageAdapter extends Connection {
   ): Promise<boolean>;
 
   @CallMetric('doc', 'squash')
-  protected async squash(updates: DocUpdate[]): Promise<DocUpdate> {
+  protected async squash(
-    const merge = this.options?.mergeUpdates ?? mergeUpdates;
+    updates: DocUpdate[],
+    merge?: (updates: Uint8Array[]) => Promise<Uint8Array>
+  ): Promise<DocUpdate> {
+    const mergeFn = merge ?? this.options?.mergeUpdates ?? mergeUpdates;
     const lastUpdate = updates.at(-1);
     if (!lastUpdate) {
       throw new Error('No updates to be squashed.');
@@ -235,7 +265,7 @@ export abstract class DocStorageAdapter extends Connection {
       return lastUpdate;
     }
 
-    const finalUpdate = await merge(updates.map(u => u.bin));
+    const finalUpdate = await mergeFn(updates.map(u => u.bin));
 
     return {
       bin: finalUpdate,

packages/backend/server/src/plugins/indexer/service.ts

@@ -210,14 +210,6 @@ export class IndexerService {
     docId: string,
     options?: OperationOptions
   ) {
-    const workspaceSnapshot = await this.models.doc.getSnapshot(
-      workspaceId,
-      workspaceId
-    );
-    if (!workspaceSnapshot) {
-      this.logger.debug(`workspace ${workspaceId} not found`);
-      return;
-    }
     const docSnapshot = await this.models.doc.getSnapshot(workspaceId, docId);
     if (!docSnapshot) {
       this.logger.debug(`doc ${workspaceId}/${docId} not found`);
@@ -227,64 +219,81 @@ export class IndexerService {
       this.logger.debug(`doc ${workspaceId}/${docId} is empty, skip indexing`);
       return;
     }
-    const result = await readAllBlocksFromDocSnapshot(docId, docSnapshot.blob);
+    const metadata = {
-    if (!result) {
-      this.logger.warn(
-        `parse doc ${workspaceId}/${docId} failed, workspaceSnapshot size: ${workspaceSnapshot.blob.length}, docSnapshot size: ${docSnapshot.blob.length}`
-      );
-      return;
-    }
-    await this.write(
-      SearchTable.doc,
-      [
-        {
-          workspaceId,
-          docId,
-          title: result.title,
-          summary: result.summary,
-          // NOTE(@fengmk): journal is not supported yet
-          // journal: result.journal,
-          createdByUserId: docSnapshot.createdBy ?? '',
-          updatedByUserId: docSnapshot.updatedBy ?? '',
-          createdAt: docSnapshot.createdAt,
-          updatedAt: docSnapshot.updatedAt,
-        },
-      ],
-      options
-    );
-    await this.deleteBlocksByDocId(workspaceId, docId, options);
-    await this.write(
-      SearchTable.block,
-      result.blocks.map(block => ({
-        workspaceId,
-        docId,
-        blockId: block.blockId,
-        content: block.content ?? '',
-        flavour: block.flavour,
-        blob: block.blob,
-        refDocId: block.refDocId,
-        ref: block.ref,
-        parentFlavour: block.parentFlavour,
-        parentBlockId: block.parentBlockId,
-        additional: block.additional
-          ? JSON.stringify(block.additional)
-          : undefined,
-        markdownPreview: undefined,
-        createdByUserId: docSnapshot.createdBy ?? '',
-        updatedByUserId: docSnapshot.updatedBy ?? '',
-        createdAt: docSnapshot.createdAt,
-        updatedAt: docSnapshot.updatedAt,
-      })),
-      options
-    );
-
-    await this.queue.add('copilot.embedding.updateDoc', {
       workspaceId,
       docId,
-    });
+      docSnapshotSize: docSnapshot.blob.length,
-    this.logger.log(
+    };
-      `synced doc ${workspaceId}/${docId} with ${result.blocks.length} blocks`
+
-    );
+    try {
+      const result = await readAllBlocksFromDocSnapshot(
+        docId,
+        docSnapshot.blob
+      );
+      if (result) {
+        await this.write(
+          SearchTable.doc,
+          [
+            {
+              workspaceId,
+              docId,
+              title: result.title,
+              summary: result.summary,
+              // NOTE(@fengmk): journal is not supported yet
+              // journal: result.journal,
+              createdByUserId: docSnapshot.createdBy ?? '',
+              updatedByUserId: docSnapshot.updatedBy ?? '',
+              createdAt: docSnapshot.createdAt,
+              updatedAt: docSnapshot.updatedAt,
+            },
+          ],
+          options
+        );
+        await this.deleteBlocksByDocId(workspaceId, docId, options);
+        await this.write(
+          SearchTable.block,
+          result.blocks.map(block => ({
+            workspaceId,
+            docId,
+            blockId: block.blockId,
+            content: block.content ?? '',
+            flavour: block.flavour,
+            blob: block.blob,
+            refDocId: block.refDocId,
+            ref: block.ref,
+            parentFlavour: block.parentFlavour,
+            parentBlockId: block.parentBlockId,
+            additional: block.additional
+              ? JSON.stringify(block.additional)
+              : undefined,
+            markdownPreview: undefined,
+            createdByUserId: docSnapshot.createdBy ?? '',
+            updatedByUserId: docSnapshot.updatedBy ?? '',
+            createdAt: docSnapshot.createdAt,
+            updatedAt: docSnapshot.updatedAt,
+          })),
+          options
+        );
+
+        await this.queue.add('copilot.embedding.updateDoc', {
+          workspaceId,
+          docId,
+        });
+        this.logger.verbose(
+          `synced doc ${workspaceId}/${docId} with ${result.blocks.length} blocks`
+        );
+      } else {
+        this.logger.warn(
+          `failed to parse ${workspaceId}/${docId}, no result returned`,
+          metadata
+        );
+      }
+    } catch (err) {
+      this.logger.warn(
+        `failed to parse ${workspaceId}/${docId}: ${err}`,
+        metadata
+      );
+    }
   }
 
   async deleteDoc(