diff --git a/packages/datalib/src/PerspectiveCache.ts b/packages/datalib/src/PerspectiveCache.ts
index e794e9c4f..e706b8ae4 100644
--- a/packages/datalib/src/PerspectiveCache.ts
+++ b/packages/datalib/src/PerspectiveCache.ts
@@ -35,6 +35,7 @@ export class PerspectiveCacheTable {
   pureName: string;
   bindingColumns?: string[];
   dataColumns: string[];
+  allColumns?: boolean;
   loadedAll: boolean;
   loadedRows: any[] = [];
   bindingGroups: { [bindingKey: string]: PerspectiveBindingGroup } = {};
@@ -103,7 +104,7 @@ export class PerspectiveCache {
     );
     let res = this.tables[tableKey];
 
-    if (res && _difference(props.dataColumns, res.dataColumns).length > 0) {
+    if (res && _difference(props.dataColumns, res.dataColumns).length > 0 && !res.allColumns) {
       dbg('Delete cache because incomplete columns', props.pureName, res.dataColumns);
 
       // we have incomplete cache
diff --git a/packages/datalib/src/PerspectiveDataLoader.ts b/packages/datalib/src/PerspectiveDataLoader.ts
index e1e82f984..0e1a9ee13 100644
--- a/packages/datalib/src/PerspectiveDataLoader.ts
+++ b/packages/datalib/src/PerspectiveDataLoader.ts
@@ -247,10 +247,6 @@ export class PerspectiveDataLoader {
       engineType,
     } = props;
 
-    if (dataColumns?.length == 0) {
-      return [];
-    }
-
     if (dbg?.enabled) {
       dbg(
         `LOAD DATA, collection=${props.pureName}, columns=${props.dataColumns?.join(',')}, range=${
diff --git a/packages/datalib/src/PerspectiveDataProvider.ts b/packages/datalib/src/PerspectiveDataProvider.ts
index b2a6ee115..b719d5c25 100644
--- a/packages/datalib/src/PerspectiveDataProvider.ts
+++ b/packages/datalib/src/PerspectiveDataProvider.ts
@@ -20,6 +20,7 @@ export interface PerspectiveDataLoadProps {
   schemaName?: string;
   pureName: string;
   dataColumns?: string[];
+  allColumns?: boolean;
   orderBy: {
     columnName: string;
     order: 'ASC' | 'DESC';
@@ -189,6 +190,7 @@ export class PerspectiveDataProvider {
 
     // load missing rows
     tableCache.dataColumns = props.dataColumns;
+    tableCache.allColumns = props.allColumns;
 
     const nextRows = await this.loader.loadData({
       ...props,
diff --git a/packages/datalib/src/PerspectiveTreeNode.ts b/packages/datalib/src/PerspectiveTreeNode.ts
index c94cd79c3..6074d01ac 100644
--- a/packages/datalib/src/PerspectiveTreeNode.ts
+++ b/packages/datalib/src/PerspectiveTreeNode.ts
@@ -944,6 +944,7 @@ export class PerspectiveTableNode extends PerspectiveTreeNode {
       schemaName: this.table.schemaName,
       pureName: this.table.pureName,
       dataColumns: this.getDataLoadColumns(),
+      allColumns: isMongo,
       databaseConfig: this.databaseConfig,
       orderBy: this.getOrderBy(this.table),
       sqlCondition: isMongo ? null : this.getChildrenSqlCondition(),
@@ -1154,6 +1155,7 @@ export class PerspectiveCustomJoinTreeNode extends PerspectiveTableNode {
         stableStringify
       ),
       dataColumns: this.getDataLoadColumns(),
+      allColumns: isMongo,
       databaseConfig: this.databaseConfig,
       orderBy: this.getOrderBy(this.table),
       sqlCondition: isMongo ? null : this.getChildrenSqlCondition(),