diff --git a/spanner/batch.go b/spanner/batch.go
index 0e38768ae1c..82346bfcebd 100644
--- a/spanner/batch.go
+++ b/spanner/batch.go
@@ -94,9 +94,25 @@ func (t *BatchReadOnlyTransaction) PartitionRead(ctx context.Context, table stri
 	return t.PartitionReadUsingIndex(ctx, table, "", keys, columns, opt)
 }
 
+// PartitionReadWithOptions returns a list of Partitions that can be used to
+// read rows from the database. These partitions can be executed across multiple
+// processes, even across different machines. The partition size and count hints
+// can be configured using PartitionOptions. Pass a ReadOptions to modify the
+// read operation.
+func (t *BatchReadOnlyTransaction) PartitionReadWithOptions(ctx context.Context, table string, keys KeySet, columns []string, opt PartitionOptions, readOptions ReadOptions) ([]*Partition, error) {
+	return t.PartitionReadUsingIndexWithOptions(ctx, table, "", keys, columns, opt, readOptions)
+}
+
 // PartitionReadUsingIndex returns a list of Partitions that can be used to read
 // rows from the database using an index.
 func (t *BatchReadOnlyTransaction) PartitionReadUsingIndex(ctx context.Context, table, index string, keys KeySet, columns []string, opt PartitionOptions) ([]*Partition, error) {
+	return t.PartitionReadUsingIndexWithOptions(ctx, table, index, keys, columns, opt, ReadOptions{})
+}
+
+// PartitionReadUsingIndexWithOptions returns a list of Partitions that can be
+// used to read rows from the database using an index. Pass a ReadOptions to
+// modify the read operation.
+func (t *BatchReadOnlyTransaction) PartitionReadUsingIndexWithOptions(ctx context.Context, table, index string, keys KeySet, columns []string, opt PartitionOptions, readOptions ReadOptions) ([]*Partition, error) {
 	sh, ts, err := t.acquire(ctx)
 	if err != nil {
 		return nil, err
@@ -123,12 +139,13 @@ func (t *BatchReadOnlyTransaction) PartitionReadUsingIndex(ctx context.Context,
 	})
 	// Prepare ReadRequest.
 	req := &sppb.ReadRequest{
-		Session:     sid,
-		Transaction: ts,
-		Table:       table,
-		Index:       index,
-		Columns:     columns,
-		KeySet:      kset,
+		Session:        sid,
+		Transaction:    ts,
+		Table:          table,
+		Index:          index,
+		Columns:        columns,
+		KeySet:         kset,
+		RequestOptions: createRequestOptions(readOptions.Priority, readOptions.RequestTag, ""),
 	}
 	// Generate partitions.
 	for _, p := range resp.GetPartitions() {
@@ -177,12 +194,13 @@ func (t *BatchReadOnlyTransaction) partitionQuery(ctx context.Context, statement
 
 	// prepare ExecuteSqlRequest
 	r := &sppb.ExecuteSqlRequest{
-		Session:      sid,
-		Transaction:  ts,
-		Sql:          statement.SQL,
-		Params:       params,
-		ParamTypes:   paramTypes,
-		QueryOptions: qOpts.Options,
+		Session:        sid,
+		Transaction:    ts,
+		Sql:            statement.SQL,
+		Params:         params,
+		ParamTypes:     paramTypes,
+		QueryOptions:   qOpts.Options,
+		RequestOptions: createRequestOptions(qOpts.Priority, qOpts.RequestTag, ""),
 	}
 
 	// generate Partitions
@@ -270,6 +288,7 @@ func (t *BatchReadOnlyTransaction) Execute(ctx context.Context, p *Partition) *R
 				Columns:        p.rreq.Columns,
 				KeySet:         p.rreq.KeySet,
 				PartitionToken: p.pt,
+				RequestOptions: p.rreq.RequestOptions,
 				ResumeToken:    resumeToken,
 			})
 		}
@@ -283,6 +302,7 @@ func (t *BatchReadOnlyTransaction) Execute(ctx context.Context, p *Partition) *R
 				ParamTypes:     p.qreq.ParamTypes,
 				QueryOptions:   p.qreq.QueryOptions,
 				PartitionToken: p.pt,
+				RequestOptions: p.qreq.RequestOptions,
 				ResumeToken:    resumeToken,
 			})
 		}
diff --git a/spanner/client_test.go b/spanner/client_test.go
index 099f1825c39..faae43dbe84 100644
--- a/spanner/client_test.go
+++ b/spanner/client_test.go
@@ -2665,6 +2665,54 @@ func TestClient_Apply_Tagging(t *testing.T) {
 	checkCommitForExpectedRequestOptions(t, server.TestSpanner, sppb.RequestOptions{TransactionTag: "tx-tag"})
 }
 
+func TestClient_PartitionQuery_RequestOptions(t *testing.T) {
+	t.Parallel()
+
+	server, client, teardown := setupMockedTestServer(t)
+	defer teardown()
+
+	for _, qo := range []QueryOptions{
+		{},
+		{Priority: sppb.RequestOptions_PRIORITY_LOW},
+		{RequestTag: "batch-query-tag"},
+		{Priority: sppb.RequestOptions_PRIORITY_MEDIUM, RequestTag: "batch-query-with-medium-prio"},
+	} {
+		ctx := context.Background()
+		txn, _ := client.BatchReadOnlyTransaction(ctx, StrongRead())
+		partitions, _ := txn.PartitionQueryWithOptions(ctx, NewStatement(SelectFooFromBar), PartitionOptions{MaxPartitions: 10}, qo)
+		for _, p := range partitions {
+			iter := txn.Execute(ctx, p)
+			iter.Next()
+			iter.Stop()
+		}
+		checkRequestsForExpectedRequestOptions(t, server.TestSpanner, len(partitions), sppb.RequestOptions{RequestTag: qo.RequestTag, Priority: qo.Priority})
+	}
+}
+
+func TestClient_PartitionRead_RequestOptions(t *testing.T) {
+	t.Parallel()
+
+	server, client, teardown := setupMockedTestServer(t)
+	defer teardown()
+
+	for _, ro := range []ReadOptions{
+		{},
+		{Priority: sppb.RequestOptions_PRIORITY_LOW},
+		{RequestTag: "batch-read-tag"},
+		{Priority: sppb.RequestOptions_PRIORITY_MEDIUM, RequestTag: "batch-read-with-medium-prio"},
+	} {
+		ctx := context.Background()
+		txn, _ := client.BatchReadOnlyTransaction(ctx, StrongRead())
+		partitions, _ := txn.PartitionReadWithOptions(ctx, "Albums", KeySets(Key{"foo"}), []string{"SingerId", "AlbumId", "AlbumTitle"}, PartitionOptions{MaxPartitions: 10}, ro)
+		for _, p := range partitions {
+			iter := txn.Execute(ctx, p)
+			iter.Next()
+			iter.Stop()
+		}
+		checkRequestsForExpectedRequestOptions(t, server.TestSpanner, len(partitions), sppb.RequestOptions{RequestTag: ro.RequestTag, Priority: ro.Priority})
+	}
+}
+
 func checkRequestsForExpectedRequestOptions(t *testing.T, server InMemSpannerServer, reqCount int, ro sppb.RequestOptions) {
 	reqs := drainRequestsFromServer(server)
 	reqOptions := []*sppb.RequestOptions{}
@@ -2686,12 +2734,10 @@ func checkRequestsForExpectedRequestOptions(t *testing.T, server InMemSpannerSer
 	}
 
 	for _, opts := range reqOptions {
-		var got sppb.RequestOptions_Priority
-		if opts != nil {
-			got = opts.Priority
+		if opts == nil {
+			opts = &sppb.RequestOptions{}
 		}
-		want := ro.Priority
-		if got != want {
+		if got, want := opts.Priority, ro.Priority; got != want {
 			t.Fatalf("Request priority mismatch\nGot: %v\nWant: %v", got, want)
 		}
 		if got, want := opts.RequestTag, ro.RequestTag; got != want {
diff --git a/spanner/internal/testutil/inmem_spanner_server.go b/spanner/internal/testutil/inmem_spanner_server.go
index c2b1b8894e4..ac6f9bdfd04 100644
--- a/spanner/internal/testutil/inmem_spanner_server.go
+++ b/spanner/internal/testutil/inmem_spanner_server.go
@@ -1057,14 +1057,17 @@ func (s *inMemSpannerServer) PartitionQuery(ctx context.Context, req *spannerpb.
 }
 
 func (s *inMemSpannerServer) PartitionRead(ctx context.Context, req *spannerpb.PartitionReadRequest) (*spannerpb.PartitionResponse, error) {
-	s.mu.Lock()
-	if s.stopped {
-		s.mu.Unlock()
-		return nil, gstatus.Error(codes.Unavailable, "server has been stopped")
-	}
-	s.receivedRequests <- req
-	s.mu.Unlock()
-	return nil, gstatus.Error(codes.Unimplemented, "Method not yet implemented")
+	return s.PartitionQuery(ctx, &spannerpb.PartitionQueryRequest{
+		Session:          req.Session,
+		Transaction:      req.Transaction,
+		PartitionOptions: req.PartitionOptions,
+		// KeySet is currently ignored.
+		Sql: fmt.Sprintf(
+			"SELECT %s FROM %s",
+			strings.Join(req.Columns, ", "),
+			req.Table,
+		),
+	})
 }
 
 // EncodeResumeToken return mock resume token encoding for an uint64 integer.