diff --git a/cache.go b/cache.go
index d3e2b6710..f0cd98603 100644
--- a/cache.go
+++ b/cache.go
@@ -271,7 +271,7 @@ func encodePair(p Pair) *internal.Pair {
 
 func decodePair(pb *internal.Pair) Pair {
 	return Pair{
-		ID:   pb.Key,
+		ID:    pb.Key,
 		Count: pb.Count,
 	}
 }
diff --git a/executor.go b/executor.go
index 9aff82cda..db67b9d0b 100644
--- a/executor.go
+++ b/executor.go
@@ -762,21 +762,31 @@ func (e *Executor) executeBulkSetBitmapAttrs(ctx context.Context, db string, cal
 
 // executeSetProfileAttrs executes a SetProfileAttrs() call.
 func (e *Executor) executeSetProfileAttrs(ctx context.Context, db string, c *pql.Call, opt *ExecOptions) error {
-	id, ok := c.Args["id"].(uint64)
-	if !ok {
-		return errors.New("SetProfileAttrs() id required")
-	}
-
-	// Copy args and remove reserved fields.
-	attrs := pql.CopyArgs(c.Args)
-	delete(attrs, "id")
-
 	// Retrieve database.
 	d := e.Index.DB(db)
 	if d == nil {
 		return ErrDatabaseNotFound
 	}
 
+	var colName string
+	id, ok := c.Args["id"].(uint64)
+	if !ok {
+		// Retrieve columnLabel
+		columnLabel := d.columnLabel
+		col, ok := c.Args[columnLabel].(uint64)
+		if !ok {
+			return errors.New("SetProfileAttrs() id required")
+		}
+		id = col
+		colName = columnLabel
+	} else {
+		colName = "id"
+	}
+
+	// Copy args and remove reserved fields.
+	attrs := pql.CopyArgs(c.Args)
+	delete(attrs, colName)
+
 	// Set attributes.
 	if err := d.ProfileAttrStore().SetAttrs(id, attrs); err != nil {
 		return err
diff --git a/server/server_test.go b/server/server_test.go
index 56ff9c109..0c717c16d 100644
--- a/server/server_test.go
+++ b/server/server_test.go
@@ -205,6 +205,40 @@ func TestMain_SetProfileAttrs(t *testing.T) {
 	}
 }
 
+// Ensure program can set profile attributes with columnLabel option.
+func TestMain_SetProfileAttrsWithColumnOption(t *testing.T) {
+	m := MustRunMain()
+	defer m.Close()
+
+	// Create frames.
+	client := m.Client()
+	if err := client.CreateDB(context.Background(), "d", pilosa.DBOptions{ColumnLabel: "col"}); err != nil && err != pilosa.ErrDatabaseExists {
+		t.Fatal(err)
+	} else if err := client.CreateFrame(context.Background(), "d", "x.n", pilosa.FrameOptions{}); err != nil {
+		t.Fatal(err)
+	}
+
+	// Set bits on bitmap.
+	if _, err := m.Query("db=d", `SetBit(id=1, frame="x.n", col=100)`); err != nil {
+		t.Fatal(err)
+	} else if _, err := m.Query("db=d", `SetBit(id=1, frame="x.n", col=101)`); err != nil {
+		t.Fatal(err)
+	}
+
+	// Set profile attributes.
+	if _, err := m.Query("db=d", `SetProfileAttrs(col=100, foo="bar")`); err != nil {
+		t.Fatal(err)
+	}
+
+	// Query bitmap.
+	if res, err := m.Query("db=d&profiles=true", `Bitmap(id=1, frame="x.n")`); err != nil {
+		t.Fatal(err)
+	} else if res != `{"results":[{"attrs":{},"bits":[100,101]}],"profiles":[{"id":100,"attrs":{"foo":"bar"}}]}`+"\n" {
+		t.Fatalf("unexpected result: %s", res)
+	}
+
+}
+
 // Ensure program can set bits on one cluster and then restore to a second cluster.
 func TestMain_FrameRestore(t *testing.T) {
 	m0 := MustRunMain()