diff --git a/.github/workflows/drivers-tests.yml b/.github/workflows/drivers-tests.yml
index 7b33a38f299ac..6d41c76a6299f 100644
--- a/.github/workflows/drivers-tests.yml
+++ b/.github/workflows/drivers-tests.yml
@@ -213,6 +213,7 @@ jobs:
         redshift
         redshift-export-bucket-s3
         snowflake
+        snowflake-encrypted-pk
         snowflake-export-bucket-s3
         snowflake-export-bucket-azure
         snowflake-export-bucket-azure-via-storage-integration
@@ -242,6 +243,7 @@ jobs:
           - redshift
           - redshift-export-bucket-s3
           - snowflake
+          - snowflake-encrypted-pk
           - snowflake-export-bucket-s3
           - snowflake-export-bucket-azure
           - snowflake-export-bucket-azure-via-storage-integration
@@ -340,6 +342,8 @@ jobs:
           # Snowflake
           DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_USER: ${{ secrets.DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_USER }}
           DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PASS: ${{ secrets.DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PASS }}
+          DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY: ${{ secrets.DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY }}
+          DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS: ${{ secrets.DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS }}
         with:
           max_attempts: 3
           retry_on: error
diff --git a/docs/pages/product/configuration/data-sources/snowflake.mdx b/docs/pages/product/configuration/data-sources/snowflake.mdx
index 5297d07e69400..b62ed86c59f02 100644
--- a/docs/pages/product/configuration/data-sources/snowflake.mdx
+++ b/docs/pages/product/configuration/data-sources/snowflake.mdx
@@ -12,16 +12,16 @@ redirect_from:
 - [The region][snowflake-docs-regions] for the [Snowflake][snowflake] warehouse
 - The username/password for the [Snowflake][snowflake] account
 
-## Snowflake quoted identifiers 
+## Snowflake quoted identifiers
 
-Due to an issue in snowflakes opinion about quoted identifers we set a session value to override 
+Due to an issue in snowflakes opinion about quoted identifers we set a session value to override
 snowflake defaults for users that have set an account value for: QUOTED_IDENTIFIERS_IGNORE_CASE
 you can learn more about this here: https://docs.snowflake.com/en/sql-reference/identifiers-syntax#double-quoted-identifiers
 
 ## Setup
 
 <WarningBox>
-If you're having Network error and Snowflake can't be reached please make sure you tried 
+If you're having Network error and Snowflake can't be reached please make sure you tried
 [format 2 for an account id][snowflake-format-2].
 </WarningBox>
 
@@ -65,21 +65,25 @@ if [dedicated infrastructure][ref-dedicated-infra] is used. Check out the
 
 ## Environment Variables
 
-| Environment Variable                            | Description                                                                                                                                         | Possible Values                                                        | Required |
-| ----------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------- | :------: |
-| `CUBEJS_DB_SNOWFLAKE_ACCOUNT`                   | The Snowflake account identifier to use when connecting to the database                                                                             | [A valid Snowflake account ID][snowflake-docs-account-id]              |    ✅    |
-| `CUBEJS_DB_SNOWFLAKE_REGION`                    | The Snowflake region to use when connecting to the database                                                                                         | [A valid Snowflake region][snowflake-docs-regions]                     |    ❌    |
-| `CUBEJS_DB_SNOWFLAKE_WAREHOUSE`                 | The Snowflake warehouse to use when connecting to the database                                                                                      | [A valid Snowflake warehouse][snowflake-docs-warehouse] in the account |    ✅    |
-| `CUBEJS_DB_SNOWFLAKE_ROLE`                      | The Snowflake role to use when connecting to the database                                                                                           | [A valid Snowflake role][snowflake-docs-roles] in the account          |    ❌    |
-| `CUBEJS_DB_SNOWFLAKE_CLIENT_SESSION_KEEP_ALIVE` | If `true`, [keep the Snowflake connection alive indefinitely][snowflake-docs-connection-options]                                                    | `true`, `false`                                                        |    ❌    |
-| `CUBEJS_DB_NAME`                                | The name of the database to connect to                                                                                                              | A valid database name                                                  |    ✅    |
-| `CUBEJS_DB_USER`                                | The username used to connect to the database                                                                                                        | A valid database username                                              |    ✅    |
-| `CUBEJS_DB_PASS`                                | The password used to connect to the database                                                                                                        | A valid database password                                              |    ✅    |
-| `CUBEJS_DB_SNOWFLAKE_AUTHENTICATOR`             | The type of authenticator to use with Snowflake. Use `SNOWFLAKE` with username/password, or `SNOWFLAKE_JWT` with key pairs. Defaults to `SNOWFLAKE` | `SNOWFLAKE`, `SNOWFLAKE_JWT`                                           |    ❌    |
-| `CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PATH`          | The path to the private RSA key folder                                                                                                              | A valid path to the private RSA key                                    |    ❌    |
-| `CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS`          | The password for the private RSA key. Only required for encrypted keys                                                                              | A valid password for the encrypted private RSA key                     |    ❌    |
-| `CUBEJS_DB_MAX_POOL`                            | The maximum number of concurrent database connections to pool. Default is `20`                                                                      | A valid number                                                         |    ❌    |
-| `CUBEJS_CONCURRENCY` | The number of [concurrent queries][ref-data-source-concurrency] to the data source | A valid number |    ❌    |
+| Environment Variable                                 | Description                                                                                                                                         | Possible Values                                                        | Required |
+| ---------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------- | :------: |
+| `CUBEJS_DB_SNOWFLAKE_ACCOUNT`                        | The Snowflake account identifier to use when connecting to the database                                                                             | [A valid Snowflake account ID][snowflake-docs-account-id]              |    ✅    |
+| `CUBEJS_DB_SNOWFLAKE_REGION`                         | The Snowflake region to use when connecting to the database                                                                                         | [A valid Snowflake region][snowflake-docs-regions]                     |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_WAREHOUSE`                      | The Snowflake warehouse to use when connecting to the database                                                                                      | [A valid Snowflake warehouse][snowflake-docs-warehouse] in the account |    ✅    |
+| `CUBEJS_DB_SNOWFLAKE_ROLE`                           | The Snowflake role to use when connecting to the database                                                                                           | [A valid Snowflake role][snowflake-docs-roles] in the account          |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_CLIENT_SESSION_KEEP_ALIVE`      | If `true`, [keep the Snowflake connection alive indefinitely][snowflake-docs-connection-options]                                                    | `true`, `false`                                                        |    ❌    |
+| `CUBEJS_DB_NAME`                                     | The name of the database to connect to                                                                                                              | A valid database name                                                  |    ✅    |
+| `CUBEJS_DB_USER`                                     | The username used to connect to the database                                                                                                        | A valid database username                                              |    ✅    |
+| `CUBEJS_DB_PASS`                                     | The password used to connect to the database                                                                                                        | A valid database password                                              |    ✅    |
+| `CUBEJS_DB_SNOWFLAKE_AUTHENTICATOR`                  | The type of authenticator to use with Snowflake. Use `SNOWFLAKE` with username/password, or `SNOWFLAKE_JWT` with key pairs. Defaults to `SNOWFLAKE` | `SNOWFLAKE`, `SNOWFLAKE_JWT`, `OAUTH`                                  |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY`                    | The content of the private RSA key                                                                                                                  | Content of the private RSA key (encrypted or not)                      |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PATH`               | The path to the private RSA key                                                                                                                     | A valid path to the private RSA key                                    |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS`               | The password for the private RSA key. Only required for encrypted keys                                                                              | A valid password for the encrypted private RSA key                     |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_OAUTH_TOKEN_PATH`               | The path to the valid oauth toket file                                                                                                              | A valid path for the oauth token file                                  |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_HOST`                           | Host address to which the driver should connect                                                                                                     | A valid hostname                                                       |    ❌    |
+| `CUBEJS_DB_SNOWFLAKE_QUOTED_IDENTIFIERS_IGNORE_CASE` | Whether or not quoted identifiers should be case insensitive. Default is `false`                                                                    | `true`, `false`                                                        |    ❌    |
+| `CUBEJS_DB_MAX_POOL`                                 | The maximum number of concurrent database connections to pool. Default is `20`                                                                      | A valid number                                                         |    ❌    |
+| `CUBEJS_CONCURRENCY`                                 | The number of [concurrent queries][ref-data-source-concurrency] to the data source                                                                  | A valid number                                                         |    ❌    |
 
 [ref-data-source-concurrency]: /product/configuration/concurrency#data-source-concurrency
 
@@ -160,8 +164,8 @@ CUBEJS_DB_EXPORT_INTEGRATION=gcs_int
 
 #### Azure
 
-To use Azure Blob Storage as an export bucket, follow [the guide on 
-using a Snowflake storage integration (Option 1)][snowflake-docs-azure]. 
+To use Azure Blob Storage as an export bucket, follow [the guide on
+using a Snowflake storage integration (Option 1)][snowflake-docs-azure].
 Take note of the integration name (`azure_int` from the example link)
 as you'll need it to configure Cube.
 
diff --git a/packages/cubejs-snowflake-driver/src/SnowflakeDriver.ts b/packages/cubejs-snowflake-driver/src/SnowflakeDriver.ts
index 1b3f3e4901834..e9b4c8baef0e1 100644
--- a/packages/cubejs-snowflake-driver/src/SnowflakeDriver.ts
+++ b/packages/cubejs-snowflake-driver/src/SnowflakeDriver.ts
@@ -22,6 +22,7 @@ import {
 } from '@cubejs-backend/base-driver';
 import { formatToTimeZone } from 'date-fns-timezone';
 import fs from 'fs/promises';
+import crypto from 'crypto';
 import { HydrationMap, HydrationStream } from './HydrationStream';
 
 const SUPPORTED_BUCKET_TYPES = ['s3', 'gcs', 'azure'];
@@ -245,8 +246,30 @@ export class SnowflakeDriver extends BaseDriver implements DriverInterface {
       assertDataSource('default');
 
     let privateKey = getEnv('snowflakePrivateKey', { dataSource });
-    if (privateKey && !privateKey.endsWith('\n')) {
-      privateKey += '\n';
+
+    if (privateKey) {
+      // If the private key is encrypted - we need to decrypt it before passing to
+      // snowflake sdk.
+      if (privateKey.includes('BEGIN ENCRYPTED PRIVATE KEY')) {
+        const keyPasswd = getEnv('snowflakePrivateKeyPass', { dataSource });
+
+        if (!keyPasswd) {
+          throw new Error(
+            'Snowflake encrypted private key provided, but no passphrase was given.'
+          );
+        }
+
+        const privateKeyObject = crypto.createPrivateKey({
+          key: privateKey,
+          format: 'pem',
+          passphrase: keyPasswd
+        });
+
+        privateKey = privateKeyObject.export({
+          format: 'pem',
+          type: 'pkcs8'
+        });
+      }
     }
 
     snowflake.configure({ logLevel: 'OFF' });
@@ -266,7 +289,7 @@ export class SnowflakeDriver extends BaseDriver implements DriverInterface {
       oauthTokenPath: getEnv('snowflakeOAuthTokenPath', { dataSource }),
       privateKeyPath: getEnv('snowflakePrivateKeyPath', { dataSource }),
       privateKeyPass: getEnv('snowflakePrivateKeyPass', { dataSource }),
-      privateKey,
+      ...(privateKey ? { privateKey } : {}),
       exportBucket: this.getExportBucket(dataSource),
       resultPrefetch: 1,
       executionTimeout: getEnv('dbQueryTimeout', { dataSource }),
diff --git a/packages/cubejs-testing-drivers/fixtures/snowflake.json b/packages/cubejs-testing-drivers/fixtures/snowflake.json
index 5eea5e7b1d505..9a9c721abb6a0 100644
--- a/packages/cubejs-testing-drivers/fixtures/snowflake.json
+++ b/packages/cubejs-testing-drivers/fixtures/snowflake.json
@@ -40,6 +40,15 @@
           "CUBEJS_DB_EXPORT_GCS_CREDENTIALS": "${DRIVERS_TESTS_CUBEJS_DB_EXPORT_GCS_CREDENTIALS}"
         }
       }
+    },
+    "encrypted-pk": {
+      "cube": {
+        "environment": {
+          "CUBEJS_DB_SNOWFLAKE_AUTHENTICATOR": "SNOWFLAKE_JWT",
+          "CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY": "${DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY}",
+          "CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS": "${DRIVERS_TESTS_CUBEJS_DB_SNOWFLAKE_PRIVATE_KEY_PASS}"
+        }
+      }
     }
   },
   "cube": {
diff --git a/packages/cubejs-testing-drivers/package.json b/packages/cubejs-testing-drivers/package.json
index 4be75cf47aecd..855457e048e85 100644
--- a/packages/cubejs-testing-drivers/package.json
+++ b/packages/cubejs-testing-drivers/package.json
@@ -44,6 +44,7 @@
     "snowflake-driver": "yarn test-driver -i dist/test/snowflake-driver.test.js",
     "snowflake-core": "yarn test-driver -i dist/test/snowflake-core.test.js",
     "snowflake-full": "yarn test-driver -i dist/test/snowflake-full.test.js",
+    "snowflake-encrypted-pk-full": "yarn test-driver -i dist/test/snowflake-encrypted-pk-full.test.js",
     "snowflake-export-bucket-s3-full": "yarn test-driver -i dist/test/snowflake-export-bucket-s3-full.test.js",
     "snowflake-export-bucket-azure-full": "yarn test-driver -i dist/test/snowflake-export-bucket-azure-full.test.js",
     "snowflake-export-bucket-azure-via-storage-integration-full": "yarn test-driver -i dist/test/snowflake-export-bucket-azure-via-storage-integration-full.test.js",
diff --git a/packages/cubejs-testing-drivers/test/__snapshots__/snowflake-encrypted-pk-full.test.ts.snap b/packages/cubejs-testing-drivers/test/__snapshots__/snowflake-encrypted-pk-full.test.ts.snap
new file mode 100644
index 0000000000000..0b104529bc21c
--- /dev/null
+++ b/packages/cubejs-testing-drivers/test/__snapshots__/snowflake-encrypted-pk-full.test.ts.snap
@@ -0,0 +1,16364 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Complex Rollup: complex_rollup 1`] = `
+Array [
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "orderDate": 2020-01-23T00:00:00.000Z,
+    "orderId": "CA-2017-145142",
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-01-23T00:00:00.000Z,
+    "orderId": "CA-2017-145142",
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "orderDate": 2020-01-23T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-01-23T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lorain",
+    "orderDate": 2020-01-01T00:00:00.000Z,
+    "orderId": "CA-2017-107503",
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-01-01T00:00:00.000Z,
+    "orderId": "CA-2017-107503",
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lorain",
+    "orderDate": 2020-01-01T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-01-01T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "orderDate": 2020-06-17T00:00:00.000Z,
+    "orderId": "CA-2017-118437",
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-06-17T00:00:00.000Z,
+    "orderId": "CA-2017-118437",
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "orderDate": 2020-06-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-06-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Vancouver",
+    "orderDate": 2020-10-30T00:00:00.000Z,
+    "orderId": "CA-2017-139661",
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-10-30T00:00:00.000Z,
+    "orderId": "CA-2017-139661",
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Vancouver",
+    "orderDate": 2020-10-30T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-10-30T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": "CA-2017-133648",
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": "CA-2017-133648",
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-09-23T00:00:00.000Z,
+    "orderId": "CA-2017-138422",
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-09-23T00:00:00.000Z,
+    "orderId": "CA-2017-138422",
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-09-23T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-09-23T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "orderDate": 2020-03-17T00:00:00.000Z,
+    "orderId": "CA-2017-140949",
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-03-17T00:00:00.000Z,
+    "orderId": "CA-2017-140949",
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "orderDate": 2020-03-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-03-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-05-13T00:00:00.000Z,
+    "orderId": "CA-2017-149048",
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-05-13T00:00:00.000Z,
+    "orderId": "CA-2017-149048",
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-05-13T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-05-13T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Provo",
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": "CA-2017-112515",
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": "CA-2017-112515",
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Provo",
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": "CA-2017-123372",
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": "CA-2017-123372",
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": null,
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-28T00:00:00.000Z,
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+    "orderDate": 2020-11-11T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-11T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Glendale",
+    "orderDate": 2020-11-12T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-12T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Bowling",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Philadelphia",
+    "orderDate": 2020-11-21T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-21T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Marion",
+    "orderDate": 2020-12-01T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-12-01T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Oakland",
+    "orderDate": 2020-12-02T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-12-02T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-12-04T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-12-04T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": "Columbus",
+    "orderDate": 2020-12-14T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "orderDate": 2020-12-14T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lafayette",
+    "orderDate": 2020-12-24T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-12-24T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "orderDate": 2020-12-25T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "orderDate": 2020-12-25T00:00:00.000Z,
+    "orderId": null,
+    "rowId": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Extended nested Rollup over asterisk: extended_nested_rollup_over_asterisk 1`] = `
+Array [
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-100811",
+    "row": 4012,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-102379",
+    "row": 6272,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-102554",
+    "row": 3448,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-102925",
+    "row": 9473,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-105620",
+    "row": 8958,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-107503",
+    "row": 849,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-109183",
+    "row": 7293,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-112172",
+    "row": 7310,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-112515",
+    "row": 2655,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-115546",
+    "row": 4161,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-116127",
+    "row": 9584,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-118437",
+    "row": 1013,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-119284",
+    "row": 8697,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-120327",
+    "row": 4227,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-123001",
+    "row": 3934,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-123372",
+    "row": 2661,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-124296",
+    "row": 4031,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-126928",
+    "row": 8878,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-131492",
+    "row": 3060,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-131492",
+    "row": 3059,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-133648",
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-134915",
+    "row": 2952,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-135069",
+    "row": 7425,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-138422",
+    "row": 2329,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-139661",
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-140949",
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-143567",
+    "row": 4882,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-144568",
+    "row": 3717,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-145142",
+    "row": 523,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-145653",
+    "row": 5220,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-145660",
+    "row": 6205,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-145772",
+    "row": 6125,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-147333",
+    "row": 5277,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-149048",
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-150091",
+    "row": 8425,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-151799",
+    "row": 7698,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-160633",
+    "row": 9619,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-160633",
+    "row": 9618,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "CA-2017-163265",
+    "row": 8673,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "US-2017-119319",
+    "row": 8621,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "US-2017-124779",
+    "row": 6651,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "US-2017-132297",
+    "row": 3083,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "US-2017-133361",
+    "row": 6459,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": "US-2017-141677",
+    "row": 7174,
+  },
+  Object {
+    "SUM(a.count)": "44",
+    "order": null,
+    "row": null,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 9619,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 9618,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 9584,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 9473,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8958,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8878,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8697,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8673,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8621,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 8425,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 7698,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 7425,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 7310,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 7293,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 7174,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 6651,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 6459,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 6272,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 6205,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 6125,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 5277,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 5220,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 4882,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 4227,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 4161,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 4031,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 4012,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3934,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3717,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3448,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3083,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3060,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 3059,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2952,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2661,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2655,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 2329,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 1013,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 849,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "order": null,
+    "row": 523,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: NULLS FIRST/LAST SQL push down: nulls_first_last_sql_push_down 1`] = `
+Array [
+  Object {
+    "category": null,
+  },
+  Object {
+    "category": "Office Supplies",
+  },
+  Object {
+    "category": "Technology",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Nested Rollup over asterisk: nested_rollup_over_asterisk 1`] = `
+Array [
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-01-23T00:00:00.000Z,
+    "order": "CA-2017-145142",
+    "row": 523,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-145142",
+    "row": 523,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 523,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-01-01T00:00:00.000Z,
+    "order": "CA-2017-107503",
+    "row": 849,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-107503",
+    "row": 849,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 849,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-06-17T00:00:00.000Z,
+    "order": "CA-2017-118437",
+    "row": 1013,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-118437",
+    "row": 1013,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 1013,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-10-30T00:00:00.000Z,
+    "order": "CA-2017-139661",
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-139661",
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-06-25T00:00:00.000Z,
+    "order": "CA-2017-133648",
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-133648",
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-09-23T00:00:00.000Z,
+    "order": "CA-2017-138422",
+    "row": 2329,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-138422",
+    "row": 2329,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 2329,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-03-17T00:00:00.000Z,
+    "order": "CA-2017-140949",
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-140949",
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-05-13T00:00:00.000Z,
+    "order": "CA-2017-149048",
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-149048",
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-09-17T00:00:00.000Z,
+    "order": "CA-2017-112515",
+    "row": 2655,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-112515",
+    "row": 2655,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 2655,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-11-28T00:00:00.000Z,
+    "order": "CA-2017-123372",
+    "row": 2661,
+  },
+  Object {
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+  },
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+  },
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+  },
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+  Object {
+    "SUM(a.count)": "1",
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+    "order": "CA-2017-150091",
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+  },
+  Object {
+    "SUM(a.count)": "1",
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+  },
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+  },
+  Object {
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+  },
+  Object {
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+  },
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+  },
+  Object {
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+    "order": "CA-2017-119284",
+    "row": 8697,
+  },
+  Object {
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+  },
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+  },
+  Object {
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+    "date": 2020-12-25T00:00:00.000Z,
+    "order": "CA-2017-105620",
+    "row": 8958,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-105620",
+    "row": 8958,
+  },
+  Object {
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+    "date": null,
+    "order": null,
+    "row": 8958,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-11-05T00:00:00.000Z,
+    "order": "CA-2017-102925",
+    "row": 9473,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
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+    "row": 9473,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 9473,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-06-25T00:00:00.000Z,
+    "order": "CA-2017-116127",
+    "row": 9584,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-116127",
+    "row": 9584,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 9584,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-11-16T00:00:00.000Z,
+    "order": "CA-2017-160633",
+    "row": 9618,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-160633",
+    "row": 9618,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 9618,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": 2020-11-16T00:00:00.000Z,
+    "order": "CA-2017-160633",
+    "row": 9619,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": "CA-2017-160633",
+    "row": 9619,
+  },
+  Object {
+    "SUM(a.count)": "1",
+    "date": null,
+    "order": null,
+    "row": 9619,
+  },
+  Object {
+    "SUM(a.count)": "44",
+    "date": null,
+    "order": null,
+    "row": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Nested Rollup with aliases: nested_rollup_with_aliases 1`] = `
+Array [
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+  },
+  Object {
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+    "date": null,
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+    "row": 523,
+  },
+  Object {
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+  },
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+    "row": 849,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+  },
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+    "date": null,
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+    "row": 849,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-06-17T00:00:00.000Z,
+    "order": "CA-2017-118437",
+    "row": 1013,
+  },
+  Object {
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+    "row": 1013,
+  },
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+    "row": 1013,
+  },
+  Object {
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+    "date": 2020-10-30T00:00:00.000Z,
+    "order": "CA-2017-139661",
+    "row": 1494,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
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+  },
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-06-25T00:00:00.000Z,
+    "order": "CA-2017-133648",
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": "CA-2017-133648",
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": null,
+    "row": 1995,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-09-23T00:00:00.000Z,
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+    "row": 2329,
+  },
+  Object {
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-03-17T00:00:00.000Z,
+    "order": "CA-2017-140949",
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": "CA-2017-140949",
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": null,
+    "row": 2455,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-05-13T00:00:00.000Z,
+    "order": "CA-2017-149048",
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": "CA-2017-149048",
+    "row": 2595,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": null,
+    "order": null,
+    "row": 2595,
+  },
+  Object {
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+    "order": "CA-2017-116127",
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+    "row": 9584,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "date": 2020-11-16T00:00:00.000Z,
+    "order": "CA-2017-160633",
+    "row": 9618,
+  },
+  Object {
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+    "date": null,
+    "order": "CA-2017-160633",
+    "row": 9618,
+  },
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+    "row": 9618,
+  },
+  Object {
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+    "date": 2020-11-16T00:00:00.000Z,
+    "order": "CA-2017-160633",
+    "row": 9619,
+  },
+  Object {
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+    "order": "CA-2017-160633",
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+  Object {
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+    "order": null,
+    "row": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Nested Rollup: nested_rollup 1`] = `
+Array [
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+  },
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+  },
+  Object {
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+    "orderId": "CA-2017-147333",
+    "rowId": 5277,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+    "rowId": 5277,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-06-03T00:00:00.000Z,
+    "orderId": "CA-2017-145772",
+    "rowId": 6125,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+    "orderId": "CA-2017-145772",
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+  },
+  Object {
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+    "orderDate": 2020-12-01T00:00:00.000Z,
+    "orderId": "CA-2017-145660",
+    "rowId": 6205,
+  },
+  Object {
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+  },
+  Object {
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+  },
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+    "orderId": "CA-2017-102379",
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+  },
+  Object {
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+  },
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+  },
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+  },
+  Object {
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+    "orderId": "US-2017-124779",
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+  },
+  Object {
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+  },
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-03-26T00:00:00.000Z,
+    "orderId": "US-2017-141677",
+    "rowId": 7174,
+  },
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+  },
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+  },
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+  },
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+  },
+  Object {
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+  },
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+  },
+  Object {
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+    "orderId": "CA-2017-135069",
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+  },
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+  },
+  Object {
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+  },
+  Object {
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+    "orderId": "CA-2017-151799",
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+  },
+  Object {
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+    "orderId": null,
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+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+    "orderId": "CA-2017-150091",
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-150091",
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
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+    "orderId": null,
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-11-06T00:00:00.000Z,
+    "orderId": "US-2017-119319",
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-119319",
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-02-16T00:00:00.000Z,
+    "orderId": "CA-2017-163265",
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-163265",
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-06-15T00:00:00.000Z,
+    "orderId": "CA-2017-119284",
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-119284",
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": "CA-2017-126928",
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-126928",
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-12-25T00:00:00.000Z,
+    "orderId": "CA-2017-105620",
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-105620",
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-11-05T00:00:00.000Z,
+    "orderId": "CA-2017-102925",
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-102925",
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": "CA-2017-116127",
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-116127",
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": "CA-2017-160633",
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-160633",
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": "CA-2017-160633",
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-160633",
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(a.cnt)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(a.cnt)": "44",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Rollup over exprs: rollup_over_exprs 1`] = `
+Array [
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": 944.96,
+    "orderData": 2020-01-23T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 944.96,
+    "orderData": 2020-01-23T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 944.96,
+    "orderData": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lorain",
+    "order": 946.792,
+    "orderData": 2020-01-01T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 946.792,
+    "orderData": 2020-01-01T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 946.792,
+    "orderData": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "order": 1041.06,
+    "orderData": 2020-06-17T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 1041.06,
+    "orderData": 2020-06-17T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 1041.06,
+    "orderData": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
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+    "SUM(ECommerce.count)": "1",
+    "city": "Lakewood",
+    "order": 12734.8,
+    "orderData": 2020-10-12T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 12734.8,
+    "orderData": 2020-10-12T00:00:00.000Z,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": 12734.8,
+    "orderData": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "44",
+    "city": null,
+    "order": null,
+    "orderData": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Rollup with aliases: rollup_with_aliases 1`] = `
+Array [
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": "CA-2017-145142",
+    "orderData": 2020-01-23T00:00:00.000Z,
+    "row": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-145142",
+    "orderData": 2020-01-23T00:00:00.000Z,
+    "row": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": null,
+    "orderData": 2020-01-23T00:00:00.000Z,
+    "row": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-01-23T00:00:00.000Z,
+    "row": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lorain",
+    "order": "CA-2017-107503",
+    "orderData": 2020-01-01T00:00:00.000Z,
+    "row": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-107503",
+    "orderData": 2020-01-01T00:00:00.000Z,
+    "row": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lorain",
+    "order": null,
+    "orderData": 2020-01-01T00:00:00.000Z,
+    "row": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-01-01T00:00:00.000Z,
+    "row": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "order": "CA-2017-118437",
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-118437",
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "order": null,
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Vancouver",
+    "order": "CA-2017-139661",
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-139661",
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Vancouver",
+    "order": null,
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-133648",
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-133648",
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-138422",
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-138422",
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": "CA-2017-140949",
+    "orderData": 2020-03-17T00:00:00.000Z,
+    "row": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-140949",
+    "orderData": 2020-03-17T00:00:00.000Z,
+    "row": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": null,
+    "orderData": 2020-03-17T00:00:00.000Z,
+    "row": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-03-17T00:00:00.000Z,
+    "row": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-149048",
+    "orderData": 2020-05-13T00:00:00.000Z,
+    "row": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-149048",
+    "orderData": 2020-05-13T00:00:00.000Z,
+    "row": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-05-13T00:00:00.000Z,
+    "row": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-13T00:00:00.000Z,
+    "row": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Provo",
+    "order": "CA-2017-112515",
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-112515",
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Provo",
+    "order": null,
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-123372",
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-123372",
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Glendale",
+    "order": "CA-2017-134915",
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-134915",
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Glendale",
+    "order": null,
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "San Francisco",
+    "order": "CA-2017-131492",
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-131492",
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "San Francisco",
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "San Francisco",
+    "order": "CA-2017-131492",
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-131492",
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "San Francisco",
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Louisville",
+    "order": "US-2017-132297",
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "US-2017-132297",
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Louisville",
+    "order": null,
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Auburn",
+    "order": "CA-2017-102554",
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-102554",
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Auburn",
+    "order": null,
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Omaha",
+    "order": "CA-2017-144568",
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-144568",
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Omaha",
+    "order": null,
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Bakersfield",
+    "order": "CA-2017-123001",
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-123001",
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Bakersfield",
+    "order": null,
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Philadelphia",
+    "order": "CA-2017-100811",
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-100811",
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Philadelphia",
+    "order": null,
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lafayette",
+    "order": "CA-2017-124296",
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-124296",
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lafayette",
+    "order": null,
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": "CA-2017-115546",
+    "orderData": 2020-05-14T00:00:00.000Z,
+    "row": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-115546",
+    "orderData": 2020-05-14T00:00:00.000Z,
+    "row": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": null,
+    "orderData": 2020-05-14T00:00:00.000Z,
+    "row": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-14T00:00:00.000Z,
+    "row": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-120327",
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-120327",
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-143567",
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-143567",
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": "CA-2017-145653",
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-145653",
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": null,
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": "CA-2017-147333",
+    "orderData": 2020-12-14T00:00:00.000Z,
+    "row": 5277,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": "CA-2017-147333",
+    "orderData": 2020-12-14T00:00:00.000Z,
+    "row": 5277,
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+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Louisville",
+    "order": null,
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-27T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Omaha",
+    "order": null,
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-05-29T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Los Angeles",
+    "order": null,
+    "orderData": 2020-06-03T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-03T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": null,
+    "orderData": 2020-06-10T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-10T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Auburn",
+    "order": null,
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-11T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-06-15T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-15T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Olympia",
+    "order": null,
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-17T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": null,
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "order": null,
+    "orderData": 2020-06-25T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Detroit",
+    "order": null,
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-01T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Bakersfield",
+    "order": null,
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Arlington",
+    "order": null,
+    "orderData": 2020-09-08T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-08T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Morristown",
+    "order": null,
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Provo",
+    "order": null,
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-17T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-09-23T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lakewood",
+    "order": null,
+    "orderData": 2020-10-12T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-12T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": "San Francisco",
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-19T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Vancouver",
+    "order": null,
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-10-30T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "New York City",
+    "order": null,
+    "orderData": 2020-11-05T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-05T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Dallas",
+    "order": null,
+    "orderData": 2020-11-06T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-06T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-11T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Glendale",
+    "order": null,
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-12T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Bowling",
+    "order": null,
+    "orderData": 2020-11-16T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-16T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-16T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Philadelphia",
+    "order": null,
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-21T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-11-28T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Marion",
+    "order": null,
+    "orderData": 2020-12-01T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-01T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Oakland",
+    "order": null,
+    "orderData": 2020-12-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-02T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-12-04T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-04T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-12-14T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "2",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-14T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Lafayette",
+    "order": null,
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-24T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": "Columbus",
+    "order": null,
+    "orderData": 2020-12-25T00:00:00.000Z,
+    "row": null,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "city": null,
+    "order": null,
+    "orderData": 2020-12-25T00:00:00.000Z,
+    "row": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: Simple Rollup: simple_rollup 1`] = `
+Array [
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-01-23T00:00:00.000Z,
+    "orderId": "CA-2017-145142",
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-145142",
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 523,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-01-01T00:00:00.000Z,
+    "orderId": "CA-2017-107503",
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-107503",
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 849,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-17T00:00:00.000Z,
+    "orderId": "CA-2017-118437",
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-118437",
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 1013,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-10-30T00:00:00.000Z,
+    "orderId": "CA-2017-139661",
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-139661",
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 1494,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": "CA-2017-133648",
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-133648",
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 1995,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-23T00:00:00.000Z,
+    "orderId": "CA-2017-138422",
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-138422",
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2329,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-03-17T00:00:00.000Z,
+    "orderId": "CA-2017-140949",
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-140949",
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2455,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-05-13T00:00:00.000Z,
+    "orderId": "CA-2017-149048",
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-149048",
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2595,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": "CA-2017-112515",
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-112515",
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2655,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-28T00:00:00.000Z,
+    "orderId": "CA-2017-123372",
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-123372",
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2661,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-12T00:00:00.000Z,
+    "orderId": "CA-2017-134915",
+    "rowId": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-134915",
+    "rowId": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 2952,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-10-19T00:00:00.000Z,
+    "orderId": "CA-2017-131492",
+    "rowId": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-131492",
+    "rowId": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3059,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-10-19T00:00:00.000Z,
+    "orderId": "CA-2017-131492",
+    "rowId": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-131492",
+    "rowId": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3060,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-05-27T00:00:00.000Z,
+    "orderId": "US-2017-132297",
+    "rowId": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-132297",
+    "rowId": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3083,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-11T00:00:00.000Z,
+    "orderId": "CA-2017-102554",
+    "rowId": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-102554",
+    "rowId": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3448,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-05-29T00:00:00.000Z,
+    "orderId": "CA-2017-144568",
+    "rowId": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-144568",
+    "rowId": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3717,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-02T00:00:00.000Z,
+    "orderId": "CA-2017-123001",
+    "rowId": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-123001",
+    "rowId": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 3934,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-21T00:00:00.000Z,
+    "orderId": "CA-2017-100811",
+    "rowId": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-100811",
+    "rowId": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 4012,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-24T00:00:00.000Z,
+    "orderId": "CA-2017-124296",
+    "rowId": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-124296",
+    "rowId": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 4031,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-05-14T00:00:00.000Z,
+    "orderId": "CA-2017-115546",
+    "rowId": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-115546",
+    "rowId": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 4161,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-11T00:00:00.000Z,
+    "orderId": "CA-2017-120327",
+    "rowId": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-120327",
+    "rowId": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 4227,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-02T00:00:00.000Z,
+    "orderId": "CA-2017-143567",
+    "rowId": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-143567",
+    "rowId": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 4882,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-01T00:00:00.000Z,
+    "orderId": "CA-2017-145653",
+    "rowId": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-145653",
+    "rowId": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 5220,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-14T00:00:00.000Z,
+    "orderId": "CA-2017-147333",
+    "rowId": 5277,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-147333",
+    "rowId": 5277,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 5277,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-03T00:00:00.000Z,
+    "orderId": "CA-2017-145772",
+    "rowId": 6125,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-145772",
+    "rowId": 6125,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 6125,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-01T00:00:00.000Z,
+    "orderId": "CA-2017-145660",
+    "rowId": 6205,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-145660",
+    "rowId": 6205,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 6205,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-02T00:00:00.000Z,
+    "orderId": "CA-2017-102379",
+    "rowId": 6272,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-102379",
+    "rowId": 6272,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 6272,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-05-14T00:00:00.000Z,
+    "orderId": "US-2017-133361",
+    "rowId": 6459,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-133361",
+    "rowId": 6459,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 6459,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-08T00:00:00.000Z,
+    "orderId": "US-2017-124779",
+    "rowId": 6651,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-124779",
+    "rowId": 6651,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 6651,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-03-26T00:00:00.000Z,
+    "orderId": "US-2017-141677",
+    "rowId": 7174,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-141677",
+    "rowId": 7174,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 7174,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-04T00:00:00.000Z,
+    "orderId": "CA-2017-109183",
+    "rowId": 7293,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-109183",
+    "rowId": 7293,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 7293,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-10T00:00:00.000Z,
+    "orderId": "CA-2017-112172",
+    "rowId": 7310,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-112172",
+    "rowId": 7310,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 7310,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-04-10T00:00:00.000Z,
+    "orderId": "CA-2017-135069",
+    "rowId": 7425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-135069",
+    "rowId": 7425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 7425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-14T00:00:00.000Z,
+    "orderId": "CA-2017-151799",
+    "rowId": 7698,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-151799",
+    "rowId": 7698,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 7698,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-10-12T00:00:00.000Z,
+    "orderId": "CA-2017-150091",
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-150091",
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8425,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-06T00:00:00.000Z,
+    "orderId": "US-2017-119319",
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "US-2017-119319",
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8621,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-02-16T00:00:00.000Z,
+    "orderId": "CA-2017-163265",
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-163265",
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8673,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-15T00:00:00.000Z,
+    "orderId": "CA-2017-119284",
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-119284",
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8697,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-09-17T00:00:00.000Z,
+    "orderId": "CA-2017-126928",
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-126928",
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8878,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-12-25T00:00:00.000Z,
+    "orderId": "CA-2017-105620",
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-105620",
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 8958,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-05T00:00:00.000Z,
+    "orderId": "CA-2017-102925",
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-102925",
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9473,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-06-25T00:00:00.000Z,
+    "orderId": "CA-2017-116127",
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-116127",
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9584,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": "CA-2017-160633",
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-160633",
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9618,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": 2020-11-16T00:00:00.000Z,
+    "orderId": "CA-2017-160633",
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": "CA-2017-160633",
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(ECommerce.count)": "1",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": 9619,
+  },
+  Object {
+    "SUM(ECommerce.count)": "44",
+    "orderDate": null,
+    "orderId": null,
+    "rowId": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk SQL API: post-aggregate percentage of total: post_aggregate_percentage_of_total 1`] = `
+Array [
+  Object {
+    "SUM(BigECommerce.percentageOfTotalForStatus)": 100,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk SQL API: powerbi min max ungrouped flag: powerbi_min_max_ungrouped_flag 1`] = `
+Array [
+  Object {
+    "a0": "39",
+    "a1": 3.76,
+    "a2": 2399.96,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk SQL API: reuse params: reuse_params 1`] = `
+Array [
+  Object {
+    "c0": 2020-01-01T00:00:00.000Z,
+    "m0": 17372,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk filtering Customers: contains + dimensions, first 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: contains + dimensions, second 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: contains + dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: endsWith filter + dimensions, first 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "AJ-10780",
+    "Customers.customerName": "Customer 2",
+  },
+  Object {
+    "Customers.customerId": "AW-10840",
+    "Customers.customerName": "Customer 4",
+  },
+  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": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: endsWith filter + dimensions, second 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: endsWith filter + dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notEndsWith filter + dimensions, first 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "AH-10465",
+    "Customers.customerName": "Customer 1",
+  },
+  Object {
+    "Customers.customerId": "AS-10225",
+    "Customers.customerName": "Customer 3",
+  },
+  Object {
+    "Customers.customerId": "BB-11545",
+    "Customers.customerName": "Customer 5",
+  },
+  Object {
+    "Customers.customerId": "BS-11755",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notEndsWith filter + dimensions, second 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notEndsWith filter + dimensions, third 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notStartsWith + dimensions, first 1`] = `
+Array [
+  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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notStartsWith + dimensions, second 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: notStartsWith + dimensions, third 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: startsWith + dimensions, first 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",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: startsWith + dimensions, second 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",
+    "Customers.customerName": "Customer 10",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Customers: startsWith + dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: contains dimensions, first 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: contains dimensions, second 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "10.3904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3059",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Marion",
+    "ECommerce.customerId": "MG-17650",
+    "ECommerce.customerName": "Customer 32",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145660",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "1.7352",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6205",
+    "ECommerce.sales": "7.712",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "BS-11755",
+    "ECommerce.customerName": "Customer 10",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-04-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-135069",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "6.4176",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7425",
+    "ECommerce.sales": "36.672",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  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": "-19.8640",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8621",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: contains dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: endsWith + dimensions, first 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Marion",
+    "ECommerce.customerId": "MG-17650",
+    "ECommerce.customerName": "Customer 32",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145660",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "1.7352",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6205",
+    "ECommerce.sales": "7.712",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  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": "-7.2000",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "8958",
+    "ECommerce.sales": "120.000",
+    "ECommerce.subCategory": "Machines",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: endsWith + dimensions, second 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "DG-13300",
+    "ECommerce.customerName": "Customer 16",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123372",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.profit": "494.9725",
+    "ECommerce.quantity": "11",
+    "ECommerce.rowId": "2661",
+    "ECommerce.sales": "1979.890",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "10.3904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3059",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "CC-12475",
+    "ECommerce.customerName": "Customer 12",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-21T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-100811",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.profit": "3.9296",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4012",
+    "ECommerce.sales": "39.296",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.customerId": "SS-20140",
+    "ECommerce.customerName": "Customer 38",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-03T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145772",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.profit": "8.5025",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6125",
+    "ECommerce.sales": "44.750",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Baltimore",
+    "ECommerce.customerId": "AJ-10780",
+    "ECommerce.customerName": "Customer 2",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "US-2017-133361",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6459",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "MM-18280",
+    "ECommerce.customerName": "Customer 34",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112172",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "0.7065",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7310",
+    "ECommerce.sales": "14.130",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lakewood",
+    "ECommerce.customerId": "NP-18670",
+    "ECommerce.customerName": "Customer 35",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-150091",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "129.2940",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8425",
+    "ECommerce.sales": "2154.900",
+    "ECommerce.subCategory": "Bookcases",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: endsWith + dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: startsWith + dimensions, first 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "AH-10465",
+    "ECommerce.customerName": "Customer 1",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-115546",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "4161",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Baltimore",
+    "ECommerce.customerId": "AJ-10780",
+    "ECommerce.customerName": "Customer 2",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "US-2017-133361",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6459",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: startsWith + dimensions, second 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BM-11650",
+    "ECommerce.customerName": "Customer 8",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-149048",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.profit": "81.4320",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2595",
+    "ECommerce.sales": "180.960",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "AH-10465",
+    "ECommerce.customerName": "Customer 1",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-115546",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "4161",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Oakland",
+    "ECommerce.customerId": "BB-11545",
+    "ECommerce.customerName": "Customer 5",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102379",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.profit": "44.9750",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6272",
+    "ECommerce.sales": "179.900",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Baltimore",
+    "ECommerce.customerId": "AJ-10780",
+    "ECommerce.customerName": "Customer 2",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "US-2017-133361",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6459",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Arlington",
+    "ECommerce.customerId": "BF-11020",
+    "ECommerce.customerName": "Customer 6",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-08T00:00:00.000",
+    "ECommerce.orderId": "US-2017-124779",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": "15.4980",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6651",
+    "ECommerce.sales": "45.920",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "BS-11755",
+    "ECommerce.customerName": "Customer 10",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-04-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-135069",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "6.4176",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7425",
+    "ECommerce.sales": "36.672",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BF-11170",
+    "ECommerce.customerName": "Customer 7",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-151799",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.profit": "467.9922",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "7698",
+    "ECommerce.sales": "1199.980",
+    "ECommerce.subCategory": "Copiers",
+  },
+  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": "5.3970",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "9619",
+    "ECommerce.sales": "86.352",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering ECommerce: startsWith + dimensions, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: contains + dimensions + order, first 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: contains + dimensions + order, second 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: contains + dimensions + order, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: contains with special chars + dimensions 1`] = `
+Array [
+  Object {
+    "Products.productName": "Logitech di_Novo Edge Keyboard",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: endsWith filter + dimensions + order, first 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Logitech di_Novo Edge Keyboard",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 5",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 6",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 7",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "HTC One",
+    "Products.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: endsWith filter + dimensions + order, second 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Logitech di_Novo Edge Keyboard",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 5",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 6",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 7",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "HTC One",
+    "Products.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: endsWith filter + dimensions + order, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: startsWith filter + dimensions + order, first 1`] = `
+Array [
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: startsWith filter + dimensions + order, second 1`] = `
+Array [
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk filtering Products: startsWith filter + dimensions + order, third 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk pre-aggregations Customers: running total without time dimension 1`] = `
+Array [
+  Object {
+    "Customers.runningTotal": "41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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.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.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.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.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.productName": "Google Nexus 6",
+    "BigECommerce.totalQuantity": "3",
+  },
+  Object {
+    "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": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "DMI Eclipse Executive Suite Bookcases",
+    "BigECommerce.totalQuantity": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "HTC One",
+    "BigECommerce.totalQuantity": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "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": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "BigECommerce.totalQuantity": "6",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.productName": "Project Tote Personal File",
+    "BigECommerce.totalQuantity": "1",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "BigECommerce.totalQuantity": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "BigECommerce.totalQuantity": "7",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "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": "2020-09-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-09-01T00:00:00.000",
+    "BigECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "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.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.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "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": "2020-10-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-10-01T00:00:00.000",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "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": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Google Nexus 5",
+    "BigECommerce.totalQuantity": "11",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "BigECommerce.totalQuantity": "4",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "BigECommerce.totalQuantity": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "BigECommerce.totalQuantity": "5",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "BigECommerce.totalQuantity": "9",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "BigECommerce.totalQuantity": "3",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-11-01T00:00:00.000",
+    "BigECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "BigECommerce.totalQuantity": "4",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-11-01T00:00:00.000",
+    "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": "2020-12-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-12-01T00:00:00.000",
+    "BigECommerce.productName": "Canon PC1080F Personal Copier",
+    "BigECommerce.totalQuantity": "2",
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "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.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/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk querying BigECommerce: rolling 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,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-02-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-02-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-03-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-03-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-04-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-04-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-05-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-05-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-06-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-06-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-07-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-07-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "BigECommerce.orderDate": "2020-08-01T00:00:00.000",
+    "BigECommerce.orderDate.month": "2020-08-01T00:00:00.000",
+    "BigECommerce.rollingCountBy2Day": null,
+  },
+  Object {
+    "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/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk querying BigECommerce: totalProfitYearAgo 1`] = `Array []`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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",
+    "Customers.customerName": "Customer 10",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions + order + limit + total + offset 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "AJ-10780",
+    "Customers.customerName": "Customer 2",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions + order + limit + total 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "AH-10465",
+    "Customers.customerName": "Customer 1",
+  },
+  Object {
+    "Customers.customerId": "BS-11755",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions + order + total + offset 1`] = `
+Array [
+  Object {
+    "Customers.customerId": "BS-11380",
+    "Customers.customerName": "Customer 9",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions + order 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions + total 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Customers: dimensions 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",
+    "Customers.customerName": "Customer 10",
+  },
+  Object {
+    "Customers.customerId": "CA-12775",
+    "Customers.customerName": "Customer 11",
+  },
+  Object {
+    "Customers.customerId": "CC-12475",
+    "Customers.customerName": "Customer 12",
+  },
+  Object {
+    "Customers.customerId": "CD-12280",
+    "Customers.customerName": "Customer 13",
+  },
+  Object {
+    "Customers.customerId": "CS-12355",
+    "Customers.customerName": "Customer 14",
+  },
+  Object {
+    "Customers.customerId": "DB-13405",
+    "Customers.customerName": "Customer 15",
+  },
+  Object {
+    "Customers.customerId": "DG-13300",
+    "Customers.customerName": "Customer 16",
+  },
+  Object {
+    "Customers.customerId": "DW-13480",
+    "Customers.customerName": "Customer 17",
+  },
+  Object {
+    "Customers.customerId": "EM-14140",
+    "Customers.customerName": "Customer 18",
+  },
+  Object {
+    "Customers.customerId": "GA-14725",
+    "Customers.customerName": "Customer 19",
+  },
+  Object {
+    "Customers.customerId": "GZ-14470",
+    "Customers.customerName": "Customer 20",
+  },
+  Object {
+    "Customers.customerId": "HH-15010",
+    "Customers.customerName": "Customer 21",
+  },
+  Object {
+    "Customers.customerId": "HK-14890",
+    "Customers.customerName": "Customer 22",
+  },
+  Object {
+    "Customers.customerId": "JH-15430",
+    "Customers.customerName": "Customer 23",
+  },
+  Object {
+    "Customers.customerId": "JO-15550",
+    "Customers.customerName": "Customer 24",
+  },
+  Object {
+    "Customers.customerId": "JS-16030",
+    "Customers.customerName": "Customer 25",
+  },
+  Object {
+    "Customers.customerId": "JW-15220",
+    "Customers.customerName": "Customer 26",
+  },
+  Object {
+    "Customers.customerId": "KL-16555",
+    "Customers.customerName": "Customer 27",
+  },
+  Object {
+    "Customers.customerId": "KN-16705",
+    "Customers.customerName": "Customer 28",
+  },
+  Object {
+    "Customers.customerId": "LC-17050",
+    "Customers.customerName": "Customer 29",
+  },
+  Object {
+    "Customers.customerId": "LR-16915",
+    "Customers.customerName": "Customer 30",
+  },
+  Object {
+    "Customers.customerId": "MC-17605",
+    "Customers.customerName": "Customer 31",
+  },
+  Object {
+    "Customers.customerId": "MG-17650",
+    "Customers.customerName": "Customer 32",
+  },
+  Object {
+    "Customers.customerId": "ML-17755",
+    "Customers.customerName": "Customer 33",
+  },
+  Object {
+    "Customers.customerId": "MM-18280",
+    "Customers.customerName": "Customer 34",
+  },
+  Object {
+    "Customers.customerId": "NP-18670",
+    "Customers.customerName": "Customer 35",
+  },
+  Object {
+    "Customers.customerId": "PF-19165",
+    "Customers.customerName": "Customer 36",
+  },
+  Object {
+    "Customers.customerId": "SB-20185",
+    "Customers.customerName": "Customer 37",
+  },
+  Object {
+    "Customers.customerId": "SS-20140",
+    "Customers.customerName": "Customer 38",
+  },
+  Object {
+    "Customers.customerId": "TB-21175",
+    "Customers.customerName": "Customer 39",
+  },
+  Object {
+    "Customers.customerId": "TS-21205",
+    "Customers.customerName": "Customer 40",
+  },
+  Object {
+    "Customers.customerId": "WB-21850",
+    "Customers.customerName": "Customer 41",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: count by cities + order 1`] = `
+Array [
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "12",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "5",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "2",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "2",
+  },
+  Object {
+    "ECommerce.city": "San Francisco",
+    "ECommerce.count": "2",
+  },
+  Object {
+    "ECommerce.city": "Arlington",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Auburn",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Baltimore",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Bowling",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Dallas",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Decatur",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Glendale",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Houston",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Lafayette",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Lakewood",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Lorain",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Louisville",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Marion",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Morristown",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Oakland",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Olympia",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Omaha",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Provo",
+    "ECommerce.count": "1",
+  },
+  Object {
+    "ECommerce.city": "Vancouver",
+    "ECommerce.count": "1",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + limit 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Olympia",
+    "ECommerce.customerId": "PF-19165",
+    "ECommerce.customerName": "Customer 36",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-118437",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.profit": "4.0687",
+    "ECommerce.quantity": "1",
+    "ECommerce.rowId": "1013",
+    "ECommerce.sales": "14.030",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "ML-17755",
+    "ECommerce.customerName": "Customer 33",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-133648",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "-2.1195",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "1995",
+    "ECommerce.sales": "11.304",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "DB-13405",
+    "ECommerce.customerName": "Customer 15",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-140949",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.profit": "13.6040",
+    "ECommerce.quantity": "8",
+    "ECommerce.rowId": "2455",
+    "ECommerce.sales": "71.600",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BM-11650",
+    "ECommerce.customerName": "Customer 8",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-149048",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.profit": "81.4320",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2595",
+    "ECommerce.sales": "180.960",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "DG-13300",
+    "ECommerce.customerName": "Customer 16",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123372",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.profit": "494.9725",
+    "ECommerce.quantity": "11",
+    "ECommerce.rowId": "2661",
+    "ECommerce.sales": "1979.890",
+    "ECommerce.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + order + limit + total + offset 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Glendale",
+    "ECommerce.customerId": "EM-14140",
+    "ECommerce.customerName": "Customer 18",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-134915",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": "9.9652",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2952",
+    "ECommerce.sales": "113.888",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "10.3904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3059",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Louisville",
+    "ECommerce.customerId": "DW-13480",
+    "ECommerce.customerName": "Customer 17",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-27T00:00:00.000",
+    "ECommerce.orderId": "US-2017-132297",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "3083",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Auburn",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-11T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102554",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3448",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Omaha",
+    "ECommerce.customerId": "JO-15550",
+    "ECommerce.customerName": "Customer 24",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-29T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-144568",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "1.1775",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3717",
+    "ECommerce.sales": "23.550",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "CC-12475",
+    "ECommerce.customerName": "Customer 12",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-21T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-100811",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.profit": "3.9296",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4012",
+    "ECommerce.sales": "39.296",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lafayette",
+    "ECommerce.customerId": "CS-12355",
+    "ECommerce.customerName": "Customer 14",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-24T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-124296",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.profit": "60.5488",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4031",
+    "ECommerce.sales": "232.880",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "AH-10465",
+    "ECommerce.customerName": "Customer 1",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-115546",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "4161",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + order + limit + total 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Olympia",
+    "ECommerce.customerId": "PF-19165",
+    "ECommerce.customerName": "Customer 36",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-118437",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.profit": "4.0687",
+    "ECommerce.quantity": "1",
+    "ECommerce.rowId": "1013",
+    "ECommerce.sales": "14.030",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "ML-17755",
+    "ECommerce.customerName": "Customer 33",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-133648",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "-2.1195",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "1995",
+    "ECommerce.sales": "11.304",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "DB-13405",
+    "ECommerce.customerName": "Customer 15",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-140949",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.profit": "13.6040",
+    "ECommerce.quantity": "8",
+    "ECommerce.rowId": "2455",
+    "ECommerce.sales": "71.600",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BM-11650",
+    "ECommerce.customerName": "Customer 8",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-149048",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.profit": "81.4320",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2595",
+    "ECommerce.sales": "180.960",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "DG-13300",
+    "ECommerce.customerName": "Customer 16",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123372",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.profit": "494.9725",
+    "ECommerce.quantity": "11",
+    "ECommerce.rowId": "2661",
+    "ECommerce.sales": "1979.890",
+    "ECommerce.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + order + total + offset 1`] = `
+Array [
+  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": "5.3970",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "9619",
+    "ECommerce.sales": "86.352",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + order 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Olympia",
+    "ECommerce.customerId": "PF-19165",
+    "ECommerce.customerName": "Customer 36",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-118437",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.profit": "4.0687",
+    "ECommerce.quantity": "1",
+    "ECommerce.rowId": "1013",
+    "ECommerce.sales": "14.030",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "ML-17755",
+    "ECommerce.customerName": "Customer 33",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-133648",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "-2.1195",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "1995",
+    "ECommerce.sales": "11.304",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "DB-13405",
+    "ECommerce.customerName": "Customer 15",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-140949",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.profit": "13.6040",
+    "ECommerce.quantity": "8",
+    "ECommerce.rowId": "2455",
+    "ECommerce.sales": "71.600",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BM-11650",
+    "ECommerce.customerName": "Customer 8",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-149048",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.profit": "81.4320",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2595",
+    "ECommerce.sales": "180.960",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "DG-13300",
+    "ECommerce.customerName": "Customer 16",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123372",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.profit": "494.9725",
+    "ECommerce.quantity": "11",
+    "ECommerce.rowId": "2661",
+    "ECommerce.sales": "1979.890",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Glendale",
+    "ECommerce.customerId": "EM-14140",
+    "ECommerce.customerName": "Customer 18",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-134915",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": "9.9652",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2952",
+    "ECommerce.sales": "113.888",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "10.3904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3059",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Louisville",
+    "ECommerce.customerId": "DW-13480",
+    "ECommerce.customerName": "Customer 17",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-27T00:00:00.000",
+    "ECommerce.orderId": "US-2017-132297",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "3083",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Auburn",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-11T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102554",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3448",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Omaha",
+    "ECommerce.customerId": "JO-15550",
+    "ECommerce.customerName": "Customer 24",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-29T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-144568",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "1.1775",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3717",
+    "ECommerce.sales": "23.550",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "CC-12475",
+    "ECommerce.customerName": "Customer 12",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-21T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-100811",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.profit": "3.9296",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4012",
+    "ECommerce.sales": "39.296",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lafayette",
+    "ECommerce.customerId": "CS-12355",
+    "ECommerce.customerName": "Customer 14",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-24T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-124296",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.profit": "60.5488",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4031",
+    "ECommerce.sales": "232.880",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "AH-10465",
+    "ECommerce.customerName": "Customer 1",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-115546",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "4161",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "WB-21850",
+    "ECommerce.customerName": "Customer 41",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-11T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-120327",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": "21.5824",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4227",
+    "ECommerce.sales": "45.920",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "TB-21175",
+    "ECommerce.customerName": "Customer 39",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-143567",
+    "ECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "ECommerce.profit": "517.4793",
+    "ECommerce.quantity": "9",
+    "ECommerce.rowId": "4882",
+    "ECommerce.sales": "2249.910",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "CA-12775",
+    "ECommerce.customerName": "Customer 11",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145653",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": "134.5302",
+    "ECommerce.quantity": "7",
+    "ECommerce.rowId": "5220",
+    "ECommerce.sales": "498.260",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KL-16555",
+    "ECommerce.customerName": "Customer 27",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-147333",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "ECommerce.profit": "8.5025",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "5277",
+    "ECommerce.sales": "44.750",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.customerId": "SS-20140",
+    "ECommerce.customerName": "Customer 38",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-03T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145772",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.profit": "8.5025",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6125",
+    "ECommerce.sales": "44.750",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Marion",
+    "ECommerce.customerId": "MG-17650",
+    "ECommerce.customerName": "Customer 32",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145660",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "1.7352",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6205",
+    "ECommerce.sales": "7.712",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Oakland",
+    "ECommerce.customerId": "BB-11545",
+    "ECommerce.customerName": "Customer 5",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102379",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.profit": "44.9750",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6272",
+    "ECommerce.sales": "179.900",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Baltimore",
+    "ECommerce.customerId": "AJ-10780",
+    "ECommerce.customerName": "Customer 2",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "US-2017-133361",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6459",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Arlington",
+    "ECommerce.customerId": "BF-11020",
+    "ECommerce.customerName": "Customer 6",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-08T00:00:00.000",
+    "ECommerce.orderId": "US-2017-124779",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": "15.4980",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6651",
+    "ECommerce.sales": "45.920",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Houston",
+    "ECommerce.customerId": "HK-14890",
+    "ECommerce.customerName": "Customer 22",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-03-26T00:00:00.000",
+    "ECommerce.orderId": "US-2017-141677",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.profit": "569.9905",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "7174",
+    "ECommerce.sales": "2399.960",
+    "ECommerce.subCategory": "Copiers",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "LR-16915",
+    "ECommerce.customerName": "Customer 30",
+    "ECommerce.discount": "0.5",
+    "ECommerce.orderDate": "2020-12-04T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-109183",
+    "ECommerce.productName": "Okidata C610n Printer",
+    "ECommerce.profit": "-272.5800",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "7293",
+    "ECommerce.sales": "649.000",
+    "ECommerce.subCategory": "Machines",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "MM-18280",
+    "ECommerce.customerName": "Customer 34",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112172",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "0.7065",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7310",
+    "ECommerce.sales": "14.130",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "BS-11755",
+    "ECommerce.customerName": "Customer 10",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-04-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-135069",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "6.4176",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7425",
+    "ECommerce.sales": "36.672",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BF-11170",
+    "ECommerce.customerName": "Customer 7",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-151799",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.profit": "467.9922",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "7698",
+    "ECommerce.sales": "1199.980",
+    "ECommerce.subCategory": "Copiers",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lakewood",
+    "ECommerce.customerId": "NP-18670",
+    "ECommerce.customerName": "Customer 35",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-150091",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "129.2940",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8425",
+    "ECommerce.sales": "2154.900",
+    "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": "-19.8640",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8621",
+    "ECommerce.sales": "30.560",
+    "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": "0.0",
+    "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": "225.6000",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "8878",
+    "ECommerce.sales": "480.000",
+    "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": "-7.2000",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "8958",
+    "ECommerce.sales": "120.000",
+    "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": "5.3970",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "9619",
+    "ECommerce.sales": "86.352",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions + total 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Olympia",
+    "ECommerce.customerId": "PF-19165",
+    "ECommerce.customerName": "Customer 36",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-118437",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.profit": "4.0687",
+    "ECommerce.quantity": "1",
+    "ECommerce.rowId": "1013",
+    "ECommerce.sales": "14.030",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "ML-17755",
+    "ECommerce.customerName": "Customer 33",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-133648",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "-2.1195",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "1995",
+    "ECommerce.sales": "11.304",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "DB-13405",
+    "ECommerce.customerName": "Customer 15",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-140949",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "ECommerce.profit": "13.6040",
+    "ECommerce.quantity": "8",
+    "ECommerce.rowId": "2455",
+    "ECommerce.sales": "71.600",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BM-11650",
+    "ECommerce.customerName": "Customer 8",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-13T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-149048",
+    "ECommerce.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "ECommerce.profit": "81.4320",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2595",
+    "ECommerce.sales": "180.960",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Provo",
+    "ECommerce.customerId": "AS-10225",
+    "ECommerce.customerName": "Customer 3",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112515",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "77.5764",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2655",
+    "ECommerce.sales": "1292.940",
+    "ECommerce.subCategory": "Bookcases",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "DG-13300",
+    "ECommerce.customerName": "Customer 16",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-28T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123372",
+    "ECommerce.productName": "Google Nexus 5",
+    "ECommerce.profit": "494.9725",
+    "ECommerce.quantity": "11",
+    "ECommerce.rowId": "2661",
+    "ECommerce.sales": "1979.890",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Glendale",
+    "ECommerce.customerId": "EM-14140",
+    "ECommerce.customerName": "Customer 18",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-134915",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": "9.9652",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "2952",
+    "ECommerce.sales": "113.888",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "10.3904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3059",
+    "ECommerce.sales": "30.560",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "San Francisco",
+    "ECommerce.customerId": "HH-15010",
+    "ECommerce.customerName": "Customer 21",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-10-19T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-131492",
+    "ECommerce.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "ECommerce.profit": "-3.3506",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3060",
+    "ECommerce.sales": "24.368",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Louisville",
+    "ECommerce.customerId": "DW-13480",
+    "ECommerce.customerName": "Customer 17",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-27T00:00:00.000",
+    "ECommerce.orderId": "US-2017-132297",
+    "ECommerce.productName": "Google Nexus 6",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "3083",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Auburn",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-11T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102554",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "3448",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Omaha",
+    "ECommerce.customerId": "JO-15550",
+    "ECommerce.customerName": "Customer 24",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-29T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-144568",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "1.1775",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3717",
+    "ECommerce.sales": "23.550",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.customerId": "AW-10840",
+    "ECommerce.customerName": "Customer 4",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-123001",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "2.7260",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "3934",
+    "ECommerce.sales": "9.400",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "CC-12475",
+    "ECommerce.customerName": "Customer 12",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-11-21T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-100811",
+    "ECommerce.productName": "Recycled Eldon Regeneration Jumbo File",
+    "ECommerce.profit": "3.9296",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4012",
+    "ECommerce.sales": "39.296",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lafayette",
+    "ECommerce.customerId": "CS-12355",
+    "ECommerce.customerName": "Customer 14",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-24T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-124296",
+    "ECommerce.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "ECommerce.profit": "60.5488",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4031",
+    "ECommerce.sales": "232.880",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "AH-10465",
+    "ECommerce.customerName": "Customer 1",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-115546",
+    "ECommerce.productName": "Google Nexus 7",
+    "ECommerce.profit": "134.9925",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "4161",
+    "ECommerce.sales": "539.970",
+    "ECommerce.subCategory": "Phones",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "WB-21850",
+    "ECommerce.customerName": "Customer 41",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-11T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-120327",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": "21.5824",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "4227",
+    "ECommerce.sales": "45.920",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "TB-21175",
+    "ECommerce.customerName": "Customer 39",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-11-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-143567",
+    "ECommerce.productName": "Logitech di_Novo Edge Keyboard",
+    "ECommerce.profit": "517.4793",
+    "ECommerce.quantity": "9",
+    "ECommerce.rowId": "4882",
+    "ECommerce.sales": "2249.910",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "CA-12775",
+    "ECommerce.customerName": "Customer 11",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-09-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145653",
+    "ECommerce.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "ECommerce.profit": "134.5302",
+    "ECommerce.quantity": "7",
+    "ECommerce.rowId": "5220",
+    "ECommerce.sales": "498.260",
+    "ECommerce.subCategory": "Chairs",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KL-16555",
+    "ECommerce.customerName": "Customer 27",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-147333",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "ECommerce.profit": "8.5025",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "5277",
+    "ECommerce.sales": "44.750",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.customerId": "SS-20140",
+    "ECommerce.customerName": "Customer 38",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-03T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145772",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "ECommerce.profit": "8.5025",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6125",
+    "ECommerce.sales": "44.750",
+    "ECommerce.subCategory": "Accessories",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Marion",
+    "ECommerce.customerId": "MG-17650",
+    "ECommerce.customerName": "Customer 32",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-12-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145660",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "1.7352",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6205",
+    "ECommerce.sales": "7.712",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Oakland",
+    "ECommerce.customerId": "BB-11545",
+    "ECommerce.customerName": "Customer 5",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-02T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-102379",
+    "ECommerce.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "ECommerce.profit": "44.9750",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6272",
+    "ECommerce.sales": "179.900",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Baltimore",
+    "ECommerce.customerId": "AJ-10780",
+    "ECommerce.customerName": "Customer 2",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-05-14T00:00:00.000",
+    "ECommerce.orderId": "US-2017-133361",
+    "ECommerce.productName": "OIC #2 Pencils, Medium Soft",
+    "ECommerce.profit": "1.0904",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "6459",
+    "ECommerce.sales": "3.760",
+    "ECommerce.subCategory": "Art",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Arlington",
+    "ECommerce.customerId": "BF-11020",
+    "ECommerce.customerName": "Customer 6",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-08T00:00:00.000",
+    "ECommerce.orderId": "US-2017-124779",
+    "ECommerce.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "ECommerce.profit": "15.4980",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "6651",
+    "ECommerce.sales": "45.920",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Houston",
+    "ECommerce.customerId": "HK-14890",
+    "ECommerce.customerName": "Customer 22",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-03-26T00:00:00.000",
+    "ECommerce.orderId": "US-2017-141677",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.profit": "569.9905",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "7174",
+    "ECommerce.sales": "2399.960",
+    "ECommerce.subCategory": "Copiers",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "LR-16915",
+    "ECommerce.customerName": "Customer 30",
+    "ECommerce.discount": "0.5",
+    "ECommerce.orderDate": "2020-12-04T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-109183",
+    "ECommerce.productName": "Okidata C610n Printer",
+    "ECommerce.profit": "-272.5800",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "7293",
+    "ECommerce.sales": "649.000",
+    "ECommerce.subCategory": "Machines",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "MM-18280",
+    "ECommerce.customerName": "Customer 34",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-112172",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "0.7065",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7310",
+    "ECommerce.sales": "14.130",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.customerId": "BS-11755",
+    "ECommerce.customerName": "Customer 10",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-04-10T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-135069",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "6.4176",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "7425",
+    "ECommerce.sales": "36.672",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "BF-11170",
+    "ECommerce.customerName": "Customer 7",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-12-14T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-151799",
+    "ECommerce.productName": "Canon PC1080F Personal Copier",
+    "ECommerce.profit": "467.9922",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "7698",
+    "ECommerce.sales": "1199.980",
+    "ECommerce.subCategory": "Copiers",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lakewood",
+    "ECommerce.customerId": "NP-18670",
+    "ECommerce.customerName": "Customer 35",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-12T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-150091",
+    "ECommerce.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "ECommerce.profit": "129.2940",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8425",
+    "ECommerce.sales": "2154.900",
+    "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": "-19.8640",
+    "ECommerce.quantity": "5",
+    "ECommerce.rowId": "8621",
+    "ECommerce.sales": "30.560",
+    "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": "0.0",
+    "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": "225.6000",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "8878",
+    "ECommerce.sales": "480.000",
+    "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": "-7.2000",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "8958",
+    "ECommerce.sales": "120.000",
+    "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": "5.3970",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "9619",
+    "ECommerce.sales": "86.352",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying ECommerce: dimensions 1`] = `
+Array [
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Detroit",
+    "ECommerce.customerId": "MC-17605",
+    "ECommerce.customerName": "Customer 31",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-01-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-145142",
+    "ECommerce.productName": "Balt Solid Wood Rectangular Table",
+    "ECommerce.profit": "21.0980",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "523",
+    "ECommerce.sales": "210.980",
+    "ECommerce.subCategory": "Tables",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Lorain",
+    "ECommerce.customerId": "GA-14725",
+    "ECommerce.customerName": "Customer 19",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-01-01T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-107503",
+    "ECommerce.productName": "Linden 10 Round Wall Clock, Black",
+    "ECommerce.profit": "8.5568",
+    "ECommerce.quantity": "4",
+    "ECommerce.rowId": "849",
+    "ECommerce.sales": "48.896",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Olympia",
+    "ECommerce.customerId": "PF-19165",
+    "ECommerce.customerName": "Customer 36",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-06-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-118437",
+    "ECommerce.productName": "Project Tote Personal File",
+    "ECommerce.profit": "4.0687",
+    "ECommerce.quantity": "1",
+    "ECommerce.rowId": "1013",
+    "ECommerce.sales": "14.030",
+    "ECommerce.subCategory": "Storage",
+  },
+  Object {
+    "ECommerce.category": "Furniture",
+    "ECommerce.city": "Vancouver",
+    "ECommerce.customerId": "JW-15220",
+    "ECommerce.customerName": "Customer 26",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-10-30T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-139661",
+    "ECommerce.productName": "Magna Visual Magnetic Picture Hangers",
+    "ECommerce.profit": "3.6632",
+    "ECommerce.quantity": "2",
+    "ECommerce.rowId": "1494",
+    "ECommerce.sales": "9.640",
+    "ECommerce.subCategory": "Furnishings",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "ML-17755",
+    "ECommerce.customerName": "Customer 33",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-06-25T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-133648",
+    "ECommerce.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "ECommerce.profit": "-2.1195",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "1995",
+    "ECommerce.sales": "11.304",
+    "ECommerce.subCategory": "Fasteners",
+  },
+  Object {
+    "ECommerce.category": "Office Supplies",
+    "ECommerce.city": "Columbus",
+    "ECommerce.customerId": "KN-16705",
+    "ECommerce.customerName": "Customer 28",
+    "ECommerce.discount": "0.2",
+    "ECommerce.orderDate": "2020-09-23T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-138422",
+    "ECommerce.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "ECommerce.profit": "5.2026",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "2329",
+    "ECommerce.sales": "14.352",
+    "ECommerce.subCategory": "Envelopes",
+  },
+  Object {
+    "ECommerce.category": "Technology",
+    "ECommerce.city": "New York City",
+    "ECommerce.customerId": "DB-13405",
+    "ECommerce.customerName": "Customer 15",
+    "ECommerce.discount": "0.0",
+    "ECommerce.orderDate": "2020-03-17T00:00:00.000",
+    "ECommerce.orderId": "CA-2017-140949",
+    "ECommerce.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
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+    "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": "5.3970",
+    "ECommerce.quantity": "3",
+    "ECommerce.rowId": "9619",
+    "ECommerce.sales": "86.352",
+    "ECommerce.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk 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.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.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.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.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.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.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.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.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",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Products: dimensions + order + limit + total 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "Products.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Products: dimensions + order + limit 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "Products.subCategory": "Art",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Products: dimensions + order + total 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "Products.subCategory": "Fasteners",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "Products.subCategory": "Fasteners",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Project Tote Personal File",
+    "Products.subCategory": "Storage",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Recycled Eldon Regeneration Jumbo File",
+    "Products.subCategory": "Storage",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Logitech di_Novo Edge Keyboard",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Canon PC1080F Personal Copier",
+    "Products.subCategory": "Copiers",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "Products.subCategory": "Copiers",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 5",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 6",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 7",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "HTC One",
+    "Products.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying Products: dimensions + order 1`] = `
+Array [
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "DMI Eclipse Executive Suite Bookcases",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Global Adaptabilites Bookcase, Cherry/Storm Gray Finish",
+    "Products.subCategory": "Bookcases",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Harbour Creations 67200 Series Stacking Chairs",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Iceberg Nesting Folding Chair, 19w x 6d x 43h",
+    "Products.subCategory": "Chairs",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Linden 10 Round Wall Clock, Black",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Magna Visual Magnetic Picture Hangers",
+    "Products.subCategory": "Furnishings",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Anderson Hickey Conga Table Tops & Accessories",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Furniture",
+    "Products.productName": "Balt Solid Wood Rectangular Table",
+    "Products.subCategory": "Tables",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "OIC #2 Pencils, Medium Soft",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Panasonic KP-380BK Classic Electric Pencil Sharpener",
+    "Products.subCategory": "Art",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Tyvek Side-Opening Peel & Seel Expanding Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Wausau Papers Astrobrights Colored Envelopes",
+    "Products.subCategory": "Envelopes",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Plymouth Boxed Rubber Bands by Plymouth",
+    "Products.subCategory": "Fasteners",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Vinyl Coated Wire Paper Clips in Organizer Box, 800/Box",
+    "Products.subCategory": "Fasteners",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Project Tote Personal File",
+    "Products.subCategory": "Storage",
+  },
+  Object {
+    "Products.category": "Office Supplies",
+    "Products.productName": "Recycled Eldon Regeneration Jumbo File",
+    "Products.subCategory": "Storage",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.0",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.1",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Kingston Digital DataTraveler 16GB USB 2.2",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Logitech di_Novo Edge Keyboard",
+    "Products.subCategory": "Accessories",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Canon PC1080F Personal Copier",
+    "Products.subCategory": "Copiers",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Hewlett Packard 610 Color Digital Copier / Printer",
+    "Products.subCategory": "Copiers",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Lexmark 20R1285 X6650 Wireless All-in-One Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Okidata C610n Printer",
+    "Products.subCategory": "Machines",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 5",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 6",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "Google Nexus 7",
+    "Products.subCategory": "Phones",
+  },
+  Object {
+    "Products.category": "Technology",
+    "Products.productName": "HTC One",
+    "Products.subCategory": "Phones",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk 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/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by half_year + dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.city": "Auburn",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Baltimore",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "3",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Decatur",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Houston",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lorain",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Louisville",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "4",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Olympia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Omaha",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Arlington",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bowling",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "9",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Dallas",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Glendale",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lafayette",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lakewood",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Marion",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Morristown",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Oakland",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Provo",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "San Francisco",
+    "ECommerce.count": "2",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Vancouver",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by half_year + no dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.count": "18",
+    "ECommerce.customOrderDateNoPreAgg": "2020-01-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-01-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "26",
+    "ECommerce.customOrderDateNoPreAgg": "2020-07-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year": "2020-07-01T00:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by half_year_by_1st_april + dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.city": "Decatur",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Houston",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lorain",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Arlington",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Auburn",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Baltimore",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "4",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Louisville",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Morristown",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "3",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Olympia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Omaha",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Provo",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bowling",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "8",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Dallas",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Glendale",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lafayette",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lakewood",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Marion",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Oakland",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "San Francisco",
+    "ECommerce.count": "2",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Vancouver",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by half_year_by_1st_april + no dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.count": "5",
+    "ECommerce.customOrderDateNoPreAgg": "2019-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2019-10-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "19",
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-04-01T00:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "20",
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.half_year_by_1st_april": "2020-10-01T00:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by three_months_by_march + dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.city": "Decatur",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-12T21:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2019-12-12T21:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-12T21:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2019-12-12T21:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lorain",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-12T21:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2019-12-12T21:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Auburn",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Baltimore",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "2",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Houston",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Los Angeles",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Louisville",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "3",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Omaha",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Arlington",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bakersfield",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Detroit",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Morristown",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Olympia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Provo",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Bowling",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "8",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Dallas",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Glendale",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lakewood",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Marion",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "New York City",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Oakland",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Philadelphia",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "San Francisco",
+    "ECommerce.count": "2",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Vancouver",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Columbus",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-19T09:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-12-19T09:00:00.000",
+  },
+  Object {
+    "ECommerce.city": "Lafayette",
+    "ECommerce.count": "1",
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-19T09:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-12-19T09:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by three_months_by_march + no dimension 1`] = `
+Array [
+  Object {
+    "ECommerce.count": "3",
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-12T21:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2019-12-12T21:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "12",
+    "ECommerce.customOrderDateNoPreAgg": "2020-03-15T00:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-03-15T00:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "8",
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-16T03:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-06-16T03:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "19",
+    "ECommerce.customOrderDateNoPreAgg": "2020-09-17T06:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-09-17T06:00:00.000",
+  },
+  Object {
+    "ECommerce.count": "2",
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-19T09:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.three_months_by_march": "2020-12-19T09:00:00.000",
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading 1`] = `
+Array [
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2019-12-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": "8",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-02-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-02-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": "12",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-04-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": "6",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-06-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": "19",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-08-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-08-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": "16",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-10-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": null,
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-12-01T10:00:00.000",
+    "ECommerce.rollingCountByLeading": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByTrailing 1`] = `
+Array [
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2019-12-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": "3",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-02-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-02-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": "3",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-04-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": "12",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-06-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": null,
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-08-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-08-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": "10",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-10-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": "16",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-12-01T10:00:00.000",
+    "ECommerce.rollingCountByTrailing": null,
+  },
+]
+`;
+
+exports[`Queries with the @cubejs-backend/snowflake-driver encrypted-pk querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByUnbounded 1`] = `
+Array [
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2019-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2019-12-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "3",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-02-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-02-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "6",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-04-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-04-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "18",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-06-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-06-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "18",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-08-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-08-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "28",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-10-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-10-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "44",
+  },
+  Object {
+    "ECommerce.customOrderDateNoPreAgg": "2020-12-01T10:00:00.000",
+    "ECommerce.customOrderDateNoPreAgg.two_mo_by_feb": "2020-12-01T10:00:00.000",
+    "ECommerce.rollingCountByUnbounded": "44",
+  },
+]
+`;
diff --git a/packages/cubejs-testing-drivers/test/snowflake-encrypted-pk-full.test.ts b/packages/cubejs-testing-drivers/test/snowflake-encrypted-pk-full.test.ts
new file mode 100644
index 0000000000000..572f84182725c
--- /dev/null
+++ b/packages/cubejs-testing-drivers/test/snowflake-encrypted-pk-full.test.ts
@@ -0,0 +1,7 @@
+import { testQueries } from '../src/tests/testQueries';
+
+testQueries('snowflake', {
+  includeIncrementalSchemaSuite: false,
+  includeHLLSuite: false,
+  extendedEnv: 'encrypted-pk',
+});