diff --git a/packages/cubejs-base-driver/src/BaseDriver.ts b/packages/cubejs-base-driver/src/BaseDriver.ts
index 987484b5b9378..512a9c53de279 100644
--- a/packages/cubejs-base-driver/src/BaseDriver.ts
+++ b/packages/cubejs-base-driver/src/BaseDriver.ts
@@ -751,7 +751,8 @@ export abstract class BaseDriver implements DriverInterface {
     bucketName: string,
     tableName: string
   ): Promise<string[]> {
-    const parts = bucketName.split('.blob.core.windows.net/');
+    const splitter = bucketName.includes('blob.core') ? '.blob.core.windows.net/' : '.dfs.core.windows.net/';
+    const parts = bucketName.split(splitter);
     const account = parts[0];
     const container = parts[1].split('/')[0];
     let credential: StorageSharedKeyCredential | DefaultAzureCredential;
@@ -805,7 +806,7 @@ export abstract class BaseDriver implements DriverInterface {
 
     const csvFiles: string[] = [];
     const containerClient = blobServiceClient.getContainerClient(container);
-    const blobsList = containerClient.listBlobsFlat({ prefix: `${tableName}/` });
+    const blobsList = containerClient.listBlobsFlat({ prefix: `${tableName}` });
     for await (const blob of blobsList) {
       if (blob.name && (blob.name.endsWith('.csv.gz') || blob.name.endsWith('.csv'))) {
         const starts = new Date();
diff --git a/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json b/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
index 77c60606ef2b0..3aa241490b991 100644
--- a/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
+++ b/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
@@ -15,7 +15,7 @@
       "cube": {
         "environment": {
           "CUBEJS_DB_EXPORT_BUCKET_TYPE": "azure",
-          "CUBEJS_DB_EXPORT_BUCKET": "wasbs://databricks-drivers-tests-preaggs@coreteamdevtest.blob.core.windows.net",
+          "CUBEJS_DB_EXPORT_BUCKET": "abfss://databricks-drivers-tests-preaggs@coreteamdevtest.dfs.core.windows.net",
           "CUBEJS_DB_EXPORT_BUCKET_AZURE_KEY": "${DRIVERS_TESTS_CUBEJS_DB_EXPORT_BUCKET_AZURE_KEY}"
         }
       }
diff --git a/packages/cubejs-testing-drivers/test/__snapshots__/databricks-jdbc-export-bucket-azure-full.test.ts.snap b/packages/cubejs-testing-drivers/test/__snapshots__/databricks-jdbc-export-bucket-azure-full.test.ts.snap
index 3def993351ff1..8fb34d0588728 100644
--- a/packages/cubejs-testing-drivers/test/__snapshots__/databricks-jdbc-export-bucket-azure-full.test.ts.snap
+++ b/packages/cubejs-testing-drivers/test/__snapshots__/databricks-jdbc-export-bucket-azure-full.test.ts.snap
@@ -6003,6 +6003,14 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: metabase count cast to float32 from push down: metabase_count_cast_to_float32_from_push_down 1`] = `
+Array [
+  Object {
+    "a0": 41,
+  },
+]
+`;
+
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: post-aggregate percentage of total: post_aggregate_percentage_of_total 1`] = `
 Array [
   Object {
@@ -6011,6 +6019,15 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: powerbi min max push down: powerbi_min_max_push_down 1`] = `
+Array [
+  Object {
+    "a0": 2020-12-25T00:00:00.000Z,
+    "a1": 2020-01-01T00:00:00.000Z,
+  },
+]
+`;
+
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: powerbi min max ungrouped flag: powerbi_min_max_ungrouped_flag 1`] = `
 Array [
   Object {
@@ -6021,6 +6038,196 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: reuse params: reuse_params 1`] = `
+Array [
+  Object {
+    "c0": 2020-01-01T00:00:00.000Z,
+    "m0": 17372,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure SQL API: ungrouped pre-agg: ungrouped_pre_agg 1`] = `
+Array [
+  Object {
+    "productName": "Canon PC1080F Personal Copier",
+    "totalSales": 2399.96,
+  },
+  Object {
+    "productName": "Logitech di_Novo Edge Keyboard",
+    "totalSales": 2249.91,
+  },
+  Object {
+    "productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "totalSales": 2154.9,
+  },
+  Object {
+    "productName": "Google Nexus 5",
+    "totalSales": 1979.89,
+  },
+  Object {
+    "productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "totalSales": 1292.94,
+  },
+  Object {
+    "productName": "Canon PC1080F Personal Copier",
+    "totalSales": 1199.98,
+  },
+  Object {
+    "productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "totalSales": 899.982,
+  },
+  Object {
+    "productName": "Okidata C610n Printer",
+    "totalSales": 649,
+  },
+  Object {
+    "productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "totalSales": 600,
+  },
+  Object {
+    "productName": "Google Nexus 6",
+    "totalSales": 539.97,
+  },
+  Object {
+    "productName": "Google Nexus 7",
+    "totalSales": 539.97,
+  },
+  Object {
+    "productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "totalSales": 498.26,
+  },
+  Object {
+    "productName": "DMI Eclipse Executive Suite Bookcases",
+    "totalSales": 400.784,
+  },
+  Object {
+    "productName": "HTC One",
+    "totalSales": 239.976,
+  },
+  Object {
+    "productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "totalSales": 232.88,
+  },
+  Object {
+    "productName": "Balt Solid Wood Rectangular Table",
+    "totalSales": 210.98,
+  },
+  Object {
+    "productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "totalSales": 180.96,
+  },
+  Object {
+    "productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "totalSales": 179.9,
+  },
+  Object {
+    "productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "totalSales": 128.124,
+  },
+  Object {
+    "productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "totalSales": 113.888,
+  },
+  Object {
+    "productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "totalSales": 86.352,
+  },
+  Object {
+    "productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "totalSales": 71.6,
+  },
+  Object {
+    "productName": "Linden 10 Round Wall Clock, Black",
+    "totalSales": 48.896,
+  },
+  Object {
+    "productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "totalSales": 45.92,
+  },
+  Object {
+    "productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "totalSales": 45.92,
+  },
+  Object {
+    "productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "totalSales": 44.75,
+  },
+  Object {
+    "productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "totalSales": 44.75,
+  },
+  Object {
+    "productName": "Recycled Eldon Regeneration Jumbo File",
+    "totalSales": 39.296,
+  },
+  Object {
+    "productName": "Linden 10 Round Wall Clock, Black",
+    "totalSales": 36.672,
+  },
+  Object {
+    "productName": "Linden 10 Round Wall Clock, Black",
+    "totalSales": 30.56,
+  },
+  Object {
+    "productName": "Linden 10 Round Wall Clock, Black",
+    "totalSales": 30.56,
+  },
+  Object {
+    "productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "totalSales": 24.368,
+  },
+  Object {
+    "productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "totalSales": 23.55,
+  },
+  Object {
+    "productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "totalSales": 18.368,
+  },
+  Object {
+    "productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "totalSales": 14.352,
+  },
+  Object {
+    "productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "totalSales": 14.13,
+  },
+  Object {
+    "productName": "Project Tote Personal File",
+    "totalSales": 14.03,
+  },
+  Object {
+    "productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "totalSales": 11.304,
+  },
+  Object {
+    "productName": "Magna Visual Magnetic Picture Hangers",
+    "totalSales": 9.64,
+  },
+  Object {
+    "productName": "OIC #2 Pencils, Medium Soft",
+    "totalSales": 9.4,
+  },
+  Object {
+    "productName": "Magna Visual Magnetic Picture Hangers",
+    "totalSales": 7.712,
+  },
+  Object {
+    "productName": "OIC #2 Pencils, Medium Soft",
+    "totalSales": 3.76,
+  },
+  Object {
+    "productName": "OIC #2 Pencils, Medium Soft",
+    "totalSales": 3.76,
+  },
+  Object {
+    "productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "totalSales": null,
+  },
+]
+`;
+
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure filtering Customers: contains + dimensions, first 1`] = `
 Array [
   Object {
@@ -8296,6 +8503,14 @@ Array [
 
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure filtering Products: startsWith filter + dimensions + order, third 1`] = `Array []`;
 
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure pre-aggregations Customers: running total without time dimension 1`] = `
+Array [
+  Object {
+    "Customers.runningTotal": "41",
+  },
+]
+`;
+
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: null boolean 1`] = `
 Array [
   Object {
@@ -8304,435 +8519,971 @@ Array [
 ]
 `;
 
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 day 1`] = `
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: null sum 1`] = `
+Array [
+  Object {
+    "BigECommerce.totalSales": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: partitioned pre-agg 1`] = `
 Array [
   Object {
     "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
     "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
     "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.productName": "Canon PC1080F Personal Copier",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "BigECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "BigECommerce.totalQuantity": "8",
   },
   Object {
     "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.productName": "Google Nexus 6",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "Google Nexus 7",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "BigECommerce.totalQuantity": "5",
   },
   Object {
-    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "1",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "BigECommerce.totalQuantity": "1",
   },
   Object {
-    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "HTC One",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Day": "0",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "BigECommerce.totalQuantity": "5",
   },
-]
-`;
-
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 month 1`] = `
-Array [
   Object {
-    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "2",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "3",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "BigECommerce.totalQuantity": "6",
   },
   Object {
-    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "3",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Project Tote Personal File",
+    "BigECommerce.totalQuantity": "1",
   },
   Object {
-    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "3",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "6",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "BigECommerce.totalQuantity": "7",
   },
   Object {
-    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "12",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
-    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "7",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "BigECommerce.totalQuantity": "5",
   },
   Object {
-    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "0",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "BigECommerce.totalQuantity": "5",
   },
   Object {
     "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "6",
+    "BigECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "9",
+    "BigECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "11",
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "BigECommerce.totalQuantity": "5",
   },
   Object {
-    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Month": "15",
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "2",
   },
-]
-`;
-
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 week 1`] = `
-Array [
   Object {
-    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "1",
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "1",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Google Nexus 5",
+    "BigECommerce.totalQuantity": "11",
   },
   Object {
-    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "1",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
-    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "0",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "2",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "5",
   },
   Object {
-    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "3",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "BigECommerce.totalQuantity": "9",
   },
   Object {
-    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "0",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "BigECommerce.totalQuantity": "3",
   },
   Object {
-    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "0",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
-    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "3",
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
-    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "2",
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Canon PC1080F Personal Copier",
+    "BigECommerce.totalQuantity": "2",
   },
   Object {
-    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
-    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "2",
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "BigECommerce.totalQuantity": "4",
   },
   Object {
     "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountApproxBy2Week": "2",
+    "BigECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Okidata C610n Printer",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "BigECommerce.totalQuantity": "5",
   },
 ]
 `;
 
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 day 1`] = `
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: partitioned pre-agg with multi time dimension 1`] = `
+Array [
+  Object {
+    "BigECommerce.completedDate": "2020-01-02T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-01-02T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-01-24T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-01-24T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-01-23T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-02-17T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-02-17T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-02-16T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-02-16T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-03-18T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-03-18T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-03-17T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-03-27T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-03-27T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-03-26T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-03-26T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-04-11T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-04-11T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-04-10T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-04-10T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-05-14T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-05-14T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-05-13T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-05-15T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-05-15T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-05-14T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-05-28T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-05-28T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-05-27T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-05-27T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-05-30T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-05-30T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-05-29T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-05-29T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-04T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-04T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-06-03T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-03T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-11T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-11T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-06-10T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-10T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-12T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-12T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-06-11T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-11T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-16T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-16T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-06-15T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-15T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-18T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-18T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-17T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-06-26T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-06-26T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-06-25T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-09-02T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-09-02T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-09-01T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-09-03T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-09-03T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-09-02T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-09-09T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-09-09T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-09-08T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-09-08T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-09-18T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-09-18T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-09-17T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-09-24T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-09-24T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-09-23T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-10-13T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-10-13T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-10-12T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-10-12T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-10-20T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-10-20T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-10-19T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-01T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-10-30T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-03T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-03T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-02T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-02T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-06T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-06T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-05T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-05T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-07T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-07T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-06T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-06T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-12T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-12T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-11T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-11T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-13T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-13T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-12T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-12T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-17T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-17T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-11-16T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-16T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-22T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-22T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-21T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-21T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-11-29T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-11-29T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-11-28T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-02T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-02T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-01T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-03T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-03T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-12-02T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-02T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-05T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-05T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-12-04T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-04T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-15T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-15T00:00:00.000",
+    "BigECommerce.count": "2",
+    "BigECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-14T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-25T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-25T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-12-24T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-24T00:00:00.000",
+  },
+  Object {
+    "BigECommerce.completedDate": "2020-12-26T00:00:00.000",
+    "BigECommerce.completedDate.day": "2020-12-26T00:00:00.000",
+    "BigECommerce.count": "1",
+    "BigECommerce.orderDate": "2020-12-25T00:00:00.000",
+    "BigECommerce.orderDate.day": "2020-12-25T00:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 day 1`] = `
 Array [
   Object {
     "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": "1",
+    "BigECommerce.rollingCountApproxBy2Day": "1",
   },
   Object {
     "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Day": null,
+    "BigECommerce.rollingCountApproxBy2Day": "0",
   },
 ]
 `;
 
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 month 1`] = `
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 month 1`] = `
 Array [
   Object {
     "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "2",
+    "BigECommerce.rollingCountApproxBy2Month": "2",
   },
   Object {
     "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "3",
+    "BigECommerce.rollingCountApproxBy2Month": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "3",
+    "BigECommerce.rollingCountApproxBy2Month": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "3",
+    "BigECommerce.rollingCountApproxBy2Month": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "6",
+    "BigECommerce.rollingCountApproxBy2Month": "6",
   },
   Object {
     "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "12",
+    "BigECommerce.rollingCountApproxBy2Month": "12",
   },
   Object {
     "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "7",
+    "BigECommerce.rollingCountApproxBy2Month": "7",
   },
   Object {
     "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": null,
+    "BigECommerce.rollingCountApproxBy2Month": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "6",
+    "BigECommerce.rollingCountApproxBy2Month": "6",
   },
   Object {
     "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "10",
+    "BigECommerce.rollingCountApproxBy2Month": "9",
   },
   Object {
     "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "13",
+    "BigECommerce.rollingCountApproxBy2Month": "11",
   },
   Object {
     "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Month": "16",
+    "BigECommerce.rollingCountApproxBy2Month": "15",
   },
 ]
 `;
 
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 week 1`] = `
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling count_distinct_approx window by 2 week 1`] = `
 Array [
   Object {
     "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "1",
+    "BigECommerce.rollingCountApproxBy2Week": "1",
   },
   Object {
     "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "1",
+    "BigECommerce.rollingCountApproxBy2Week": "1",
   },
   Object {
     "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "1",
+    "BigECommerce.rollingCountApproxBy2Week": "1",
   },
   Object {
     "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": null,
+    "BigECommerce.rollingCountApproxBy2Week": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "2",
+    "BigECommerce.rollingCountApproxBy2Week": "2",
   },
   Object {
     "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "3",
+    "BigECommerce.rollingCountApproxBy2Week": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": null,
+    "BigECommerce.rollingCountApproxBy2Week": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": null,
+    "BigECommerce.rollingCountApproxBy2Week": "0",
   },
   Object {
     "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "3",
+    "BigECommerce.rollingCountApproxBy2Week": "3",
   },
   Object {
     "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "3",
+    "BigECommerce.rollingCountApproxBy2Week": "2",
   },
   Object {
     "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "2",
+    "BigECommerce.rollingCountApproxBy2Week": "2",
   },
   Object {
     "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
     "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
-    "BigECommerce.rollingCountBy2Week": "2",
+    "BigECommerce.rollingCountApproxBy2Week": "2",
   },
 ]
 `;
 
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: totalProfitYearAgo 1`] = `Array []`;
-
-exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying Customers: dimensions + limit 1`] = `
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 day 1`] = `
 Array [
   Object {
-    "Customers.customerId": "AH-10465",
-    "Customers.customerName": "Customer 1",
+    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "AJ-10780",
-    "Customers.customerName": "Customer 2",
+    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "AS-10225",
-    "Customers.customerName": "Customer 3",
+    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "AW-10840",
-    "Customers.customerName": "Customer 4",
+    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "BB-11545",
-    "Customers.customerName": "Customer 5",
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "BF-11020",
-    "Customers.customerName": "Customer 6",
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "BF-11170",
-    "Customers.customerName": "Customer 7",
+    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "BM-11650",
-    "Customers.customerName": "Customer 8",
+    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
   },
   Object {
-    "Customers.customerId": "BS-11380",
-    "Customers.customerName": "Customer 9",
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 month 1`] = `
+Array [
+  Object {
+    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "6",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "12",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "7",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "6",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "10",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "13",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Month": "16",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: rolling window by 2 week 1`] = `
+Array [
+  Object {
+    "BigECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Week": "2",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying BigECommerce: totalProfitYearAgo 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying Customers: dimensions + limit 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "AH-10465",
+    "Customers.customerName": "Customer 1",
+  },
+  Object {
+    "Customers.customerId": "AJ-10780",
+    "Customers.customerName": "Customer 2",
+  },
+  Object {
+    "Customers.customerId": "AS-10225",
+    "Customers.customerName": "Customer 3",
+  },
+  Object {
+    "Customers.customerId": "AW-10840",
+    "Customers.customerName": "Customer 4",
+  },
+  Object {
+    "Customers.customerId": "BB-11545",
+    "Customers.customerName": "Customer 5",
+  },
+  Object {
+    "Customers.customerId": "BF-11020",
+    "Customers.customerName": "Customer 6",
+  },
+  Object {
+    "Customers.customerId": "BF-11170",
+    "Customers.customerName": "Customer 7",
+  },
+  Object {
+    "Customers.customerId": "BM-11650",
+    "Customers.customerName": "Customer 8",
+  },
+  Object {
+    "Customers.customerId": "BS-11380",
+    "Customers.customerName": "Customer 9",
   },
   Object {
     "Customers.customerId": "BS-11755",
@@ -11799,139 +12550,569 @@ Array [
     "ECommerce.subCategory": "Bookcases",
   },
   Object {
-    "ECommerce.category": "Furniture",
-    "ECommerce.city": "Dallas",
-    "ECommerce.customerId": "LC-17050",
-    "ECommerce.customerName": "Customer 29",
-    "ECommerce.discount": 0.6,
-    "ECommerce.orderDate": "2020-11-06T00:00:00.000",
-    "ECommerce.orderId": "US-2017-119319",
-    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
-    "ECommerce.profit": -19.864,
-    "ECommerce.quantity": 5,
-    "ECommerce.rowId": 8621,
-    "ECommerce.sales": 30.56,
-    "ECommerce.subCategory": "Furnishings",
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Dallas",
+    "ECommerce.customerId": "LC-17050",
+    "ECommerce.customerName": "Customer 29",
+    "ECommerce.discount": 0.6,
+    "ECommerce.orderDate": "2020-11-06T00:00:00.000",
+    "ECommerce.orderId": "US-2017-119319",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": -19.864,
+    "ECommerce.quantity": 5,
+    "ECommerce.rowId": 8621,
+    "ECommerce.sales": 30.56,
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Decatur",
+    "ECommerce.customerId": "JS-16030",
+    "ECommerce.customerName": "Customer 25",
+    "ECommerce.discount": 0.2,
+    "ECommerce.orderDate": "2020-02-16T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-163265",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": 6.1992,
+    "ECommerce.quantity": 2,
+    "ECommerce.rowId": 8673,
+    "ECommerce.sales": 18.368,
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "TS-21205",
+    "ECommerce.customerName": "Customer 40",
+    "ECommerce.discount": 0.2,
+    "ECommerce.orderDate": "2020-06-15T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-119284",
+    "ECommerce.productName": "HTC One",
+    "ECommerce.profit": 26.9973,
+    "ECommerce.quantity": 3,
+    "ECommerce.rowId": 8697,
+    "ECommerce.sales": 239.976,
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Morristown",
+    "ECommerce.customerId": "GZ-14470",
+    "ECommerce.customerName": "Customer 20",
+    "ECommerce.discount": 0,
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-126928",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.profit": 225.6,
+    "ECommerce.quantity": 4,
+    "ECommerce.rowId": 8878,
+    "ECommerce.sales": 480,
+    "ECommerce.subCategory": "Machines",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "JH-15430",
+    "ECommerce.customerName": "Customer 23",
+    "ECommerce.discount": 0.5,
+    "ECommerce.orderDate": "2020-12-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-105620",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.profit": -7.2,
+    "ECommerce.quantity": 2,
+    "ECommerce.rowId": 8958,
+    "ECommerce.sales": 120,
+    "ECommerce.subCategory": "Machines",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "CD-12280",
+    "ECommerce.customerName": "Customer 13",
+    "ECommerce.discount": 0.1,
+    "ECommerce.orderDate": "2020-11-05T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102925",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": 24.2012,
+    "ECommerce.quantity": 2,
+    "ECommerce.rowId": 9473,
+    "ECommerce.sales": 128.124,
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "SB-20185",
+    "ECommerce.customerName": "Customer 37",
+    "ECommerce.discount": 0.2,
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-116127",
+    "ECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "ECommerce.profit": -5.0098,
+    "ECommerce.quantity": 1,
+    "ECommerce.rowId": 9584,
+    "ECommerce.sales": 400.784,
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BS-11380",
+    "ECommerce.customerName": "Customer 9",
+    "ECommerce.discount": 0.4,
+    "ECommerce.orderDate": "2020-11-16T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-160633",
+    "ECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "ECommerce.profit": 74.9985,
+    "ECommerce.quantity": 3,
+    "ECommerce.rowId": 9618,
+    "ECommerce.sales": 899.982,
+    "ECommerce.subCategory": "Copiers",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bowling",
+    "ECommerce.customerId": "BS-11380",
+    "ECommerce.customerName": "Customer 9",
+    "ECommerce.discount": 0.2,
+    "ECommerce.orderDate": "2020-11-16T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-160633",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.profit": 5.397,
+    "ECommerce.quantity": 3,
+    "ECommerce.rowId": 9619,
+    "ECommerce.sales": 86.352,
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying ECommerce: partitioned pre-agg 1`] = `
+Array [
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-02-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-02-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-04-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-04-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "ECommerce.totalQuantity": "1",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "HTC One",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.totalQuantity": "6",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.totalQuantity": "1",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.totalQuantity": "7",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-10-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "ECommerce.totalQuantity": "9",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Okidata C610n Printer",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.totalQuantity": "5",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying ECommerce: partitioned pre-agg higher granularity 1`] = `
+Array [
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.totalQuantity": "7",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "ECommerce.totalQuantity": "1",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "HTC One",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.totalQuantity": "6",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "14",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "ECommerce.totalQuantity": "9",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.totalQuantity": "4",
   },
   Object {
-    "ECommerce.category": "Office Supplies",
-    "ECommerce.city": "Decatur",
-    "ECommerce.customerId": "JS-16030",
-    "ECommerce.customerName": "Customer 25",
-    "ECommerce.discount": 0.2,
-    "ECommerce.orderDate": "2020-02-16T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-163265",
-    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
-    "ECommerce.profit": 6.1992,
-    "ECommerce.quantity": 2,
-    "ECommerce.rowId": 8673,
-    "ECommerce.sales": 18.368,
-    "ECommerce.subCategory": "Fasteners",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "9",
   },
   Object {
-    "ECommerce.category": "Technology",
-    "ECommerce.city": "Columbus",
-    "ECommerce.customerId": "TS-21205",
-    "ECommerce.customerName": "Customer 40",
-    "ECommerce.discount": 0.2,
-    "ECommerce.orderDate": "2020-06-15T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-119284",
-    "ECommerce.productName": "HTC One",
-    "ECommerce.profit": 26.9973,
-    "ECommerce.quantity": 3,
-    "ECommerce.rowId": 8697,
-    "ECommerce.sales": 239.976,
-    "ECommerce.subCategory": "Phones",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Okidata C610n Printer",
+    "ECommerce.totalQuantity": "2",
   },
   Object {
-    "ECommerce.category": "Technology",
-    "ECommerce.city": "Morristown",
-    "ECommerce.customerId": "GZ-14470",
-    "ECommerce.customerName": "Customer 20",
-    "ECommerce.discount": 0,
-    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-126928",
-    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
-    "ECommerce.profit": 225.6,
-    "ECommerce.quantity": 4,
-    "ECommerce.rowId": 8878,
-    "ECommerce.sales": 480,
-    "ECommerce.subCategory": "Machines",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.totalQuantity": "8",
   },
   Object {
-    "ECommerce.category": "Technology",
-    "ECommerce.city": "Columbus",
-    "ECommerce.customerId": "JH-15430",
-    "ECommerce.customerName": "Customer 23",
-    "ECommerce.discount": 0.5,
-    "ECommerce.orderDate": "2020-12-25T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-105620",
-    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
-    "ECommerce.profit": -7.2,
-    "ECommerce.quantity": 2,
-    "ECommerce.rowId": 8958,
-    "ECommerce.sales": 120,
-    "ECommerce.subCategory": "Machines",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.totalQuantity": "11",
   },
   Object {
-    "ECommerce.category": "Furniture",
-    "ECommerce.city": "New York City",
-    "ECommerce.customerId": "CD-12280",
-    "ECommerce.customerName": "Customer 13",
-    "ECommerce.discount": 0.1,
-    "ECommerce.orderDate": "2020-11-05T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-102925",
-    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
-    "ECommerce.profit": 24.2012,
-    "ECommerce.quantity": 2,
-    "ECommerce.rowId": 9473,
-    "ECommerce.sales": 128.124,
-    "ECommerce.subCategory": "Chairs",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.totalQuantity": "1",
   },
   Object {
-    "ECommerce.category": "Furniture",
-    "ECommerce.city": "New York City",
-    "ECommerce.customerId": "SB-20185",
-    "ECommerce.customerName": "Customer 37",
-    "ECommerce.discount": 0.2,
-    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-116127",
-    "ECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
-    "ECommerce.profit": -5.0098,
-    "ECommerce.quantity": 1,
-    "ECommerce.rowId": 9584,
-    "ECommerce.sales": 400.784,
-    "ECommerce.subCategory": "Bookcases",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.totalQuantity": "4",
   },
   Object {
-    "ECommerce.category": "Technology",
-    "ECommerce.city": "Columbus",
-    "ECommerce.customerId": "BS-11380",
-    "ECommerce.customerName": "Customer 9",
-    "ECommerce.discount": 0.4,
-    "ECommerce.orderDate": "2020-11-16T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-160633",
-    "ECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
-    "ECommerce.profit": 74.9985,
-    "ECommerce.quantity": 3,
-    "ECommerce.rowId": 9618,
-    "ECommerce.sales": 899.982,
-    "ECommerce.subCategory": "Copiers",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.totalQuantity": "2",
   },
   Object {
-    "ECommerce.category": "Office Supplies",
-    "ECommerce.city": "Bowling",
-    "ECommerce.customerId": "BS-11380",
-    "ECommerce.customerName": "Customer 9",
-    "ECommerce.discount": 0.2,
-    "ECommerce.orderDate": "2020-11-16T00:00:00.000",
-    "ECommerce.orderId": "CA-2017-160633",
-    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
-    "ECommerce.profit": 5.397,
-    "ECommerce.quantity": 3,
-    "ECommerce.rowId": 9619,
-    "ECommerce.sales": 86.352,
-    "ECommerce.subCategory": "Art",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.totalQuantity": "3",
   },
 ]
 `;
@@ -12336,6 +13517,229 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying custom granularities (with preaggregation) ECommerce: totalQuantity by half_year + dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-01-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "ECommerce.totalQuantity": "1",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "HTC One",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.totalQuantity": "1",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.totalQuantity": "11",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "ECommerce.totalQuantity": "3",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "ECommerce.totalQuantity": "6",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.totalQuantity": "7",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "ECommerce.totalQuantity": "9",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.totalQuantity": "5",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Okidata C610n Printer",
+    "ECommerce.totalQuantity": "2",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.totalQuantity": "8",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.totalQuantity": "4",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.totalQuantity": "9",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.totalQuantity": "3",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying custom granularities (with preaggregation) ECommerce: totalQuantity by half_year + no dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-01-01T00:00:00.000",
+    "ECommerce.totalQuantity": "6",
+  },
+  Object {
+    "ECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2020-07-01T00:00:00.000",
+    "ECommerce.totalQuantity": "51",
+  },
+  Object {
+    "ECommerce.orderDate": "2021-01-01T00:00:00.000",
+    "ECommerce.orderDate.half_year": "2021-01-01T00:00:00.000",
+    "ECommerce.totalQuantity": "103",
+  },
+]
+`;
+
 exports[`Queries with the @cubejs-backend/databricks-jdbc-driver export-bucket-azure querying custom granularities ECommerce: count by half_year + dimension 1`] = `
 Array [
   Object {