diff --git a/CHANGELOG.md b/CHANGELOG.md
index cc1dc6d542170..3a860147d2b04 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,21 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Bug Fixes
+
+- **cubesql:** Fix adding missing columns for `ORDER BY` clause ([#9764](https://github.com/cube-js/cube/issues/9764)) ([185db54](https://github.com/cube-js/cube/commit/185db547e0c83c0e276c9a89618b4753c969dea7))
+- **cubesql:** Improve DBeaver compatibility ([#9769](https://github.com/cube-js/cube/issues/9769)) ([c206c90](https://github.com/cube-js/cube/commit/c206c901e9da14a230a2b358dfc4ea577adf9f49))
+- **cubestore:** Avoid bug in topk planning when projection column order is permuted ([#9765](https://github.com/cube-js/cube/issues/9765)) ([49a58ff](https://github.com/cube-js/cube/commit/49a58fffb8ffa064debe9b4cfecc078e5da01004))
+- **cubestore:** Make projection_above_limit optimization behave deter… ([#9766](https://github.com/cube-js/cube/issues/9766)) ([08f21b6](https://github.com/cube-js/cube/commit/08f21b67dbf6f05739822409ef0c48265bc0d429))
+
+### Features
+
+- **tesseract:** Rolling window with custom granularities without date range ([#9762](https://github.com/cube-js/cube/issues/9762)) ([d81c57d](https://github.com/cube-js/cube/commit/d81c57db80e96a211c1d12a67b06cefd868e111e))
+- **tesseract:** Rollup Join support ([#9745](https://github.com/cube-js/cube/issues/9745)) ([05bb520](https://github.com/cube-js/cube/commit/05bb52091ad2d3ac09303c0fa50603cd24c99d61))
+- **tesseract:** Support for time shifts over calendar cubes dimensions ([#9758](https://github.com/cube-js/cube/issues/9758)) ([70dfa52](https://github.com/cube-js/cube/commit/70dfa52a2aa0cafd80cdf21229d70795392009ec))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Bug Fixes
diff --git a/lerna.json b/lerna.json
index 0ffcdc0848b2b..5d809158c880b 100644
--- a/lerna.json
+++ b/lerna.json
@@ -1,5 +1,5 @@
 {
-  "version": "1.3.35",
+  "version": "1.3.36",
   "npmClient": "yarn",
   "command": {
     "bootstrap": {
diff --git a/packages/cubejs-api-gateway/CHANGELOG.md b/packages/cubejs-api-gateway/CHANGELOG.md
index b9b23c30516e5..5718757a9d70b 100644
--- a/packages/cubejs-api-gateway/CHANGELOG.md
+++ b/packages/cubejs-api-gateway/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/api-gateway
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/api-gateway
diff --git a/packages/cubejs-api-gateway/package.json b/packages/cubejs-api-gateway/package.json
index f337ca6e53add..4ffa74c944dab 100644
--- a/packages/cubejs-api-gateway/package.json
+++ b/packages/cubejs-api-gateway/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/api-gateway",
   "description": "Cube.js API Gateway",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,8 +27,8 @@
     "dist/src/*"
   ],
   "dependencies": {
-    "@cubejs-backend/native": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/native": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@ungap/structured-clone": "^0.3.4",
     "assert-never": "^1.4.0",
     "body-parser": "^1.19.0",
@@ -51,7 +51,7 @@
     "uuid": "^8.3.2"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/express": "^4.17.21",
     "@types/jest": "^29",
     "@types/jsonwebtoken": "^9.0.2",
diff --git a/packages/cubejs-athena-driver/CHANGELOG.md b/packages/cubejs-athena-driver/CHANGELOG.md
index 3f2461ccdbf0e..f5bf4116442f5 100644
--- a/packages/cubejs-athena-driver/CHANGELOG.md
+++ b/packages/cubejs-athena-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/athena-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/athena-driver
diff --git a/packages/cubejs-athena-driver/package.json b/packages/cubejs-athena-driver/package.json
index d2c8cb7a278ea..707d18c38e1fa 100644
--- a/packages/cubejs-athena-driver/package.json
+++ b/packages/cubejs-athena-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/athena-driver",
   "description": "Cube.js Athena database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -29,13 +29,13 @@
   "types": "dist/src/index.d.ts",
   "dependencies": {
     "@aws-sdk/client-athena": "^3.22.0",
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "sqlstring": "^2.3.1"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/ramda": "^0.27.40",
     "typescript": "~5.2.2"
   },
diff --git a/packages/cubejs-backend-cloud/CHANGELOG.md b/packages/cubejs-backend-cloud/CHANGELOG.md
index 29cb491cd8dfe..19aeddeb9e8d0 100644
--- a/packages/cubejs-backend-cloud/CHANGELOG.md
+++ b/packages/cubejs-backend-cloud/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/cloud
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/cloud
diff --git a/packages/cubejs-backend-cloud/package.json b/packages/cubejs-backend-cloud/package.json
index 5bbddb43f9083..acbc63d38f6bb 100644
--- a/packages/cubejs-backend-cloud/package.json
+++ b/packages/cubejs-backend-cloud/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/cloud",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube Cloud package",
   "main": "dist/src/index.js",
   "typings": "dist/src/index.d.ts",
@@ -25,7 +25,7 @@
   "devDependencies": {
     "@babel/core": "^7.24.5",
     "@babel/preset-env": "^7.24.5",
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/fs-extra": "^9.0.8",
     "@types/jest": "^29",
     "jest": "^29",
@@ -33,7 +33,7 @@
   },
   "dependencies": {
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "chokidar": "^3.5.1",
     "env-var": "^6.3.0",
     "form-data": "^4.0.0",
diff --git a/packages/cubejs-backend-maven/CHANGELOG.md b/packages/cubejs-backend-maven/CHANGELOG.md
index 682a63cc7ab05..1d55762b86235 100644
--- a/packages/cubejs-backend-maven/CHANGELOG.md
+++ b/packages/cubejs-backend-maven/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/maven
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/maven
diff --git a/packages/cubejs-backend-maven/package.json b/packages/cubejs-backend-maven/package.json
index 84f4e5f04feb2..8add63fb8e3b1 100644
--- a/packages/cubejs-backend-maven/package.json
+++ b/packages/cubejs-backend-maven/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/maven",
   "description": "Cube.js Maven Wrapper for java dependencies downloading",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "license": "Apache-2.0",
   "repository": {
     "type": "git",
@@ -31,12 +31,12 @@
     "dist/src/*"
   ],
   "dependencies": {
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "source-map-support": "^0.5.19",
     "xmlbuilder2": "^2.4.0"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "@types/node": "^20",
     "jest": "^29",
diff --git a/packages/cubejs-backend-native/CHANGELOG.md b/packages/cubejs-backend-native/CHANGELOG.md
index 1125b13e92d83..8963cb7916fc3 100644
--- a/packages/cubejs-backend-native/CHANGELOG.md
+++ b/packages/cubejs-backend-native/CHANGELOG.md
@@ -3,6 +3,12 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Bug Fixes
+
+- **cubesql:** Fix adding missing columns for `ORDER BY` clause ([#9764](https://github.com/cube-js/cube/issues/9764)) ([185db54](https://github.com/cube-js/cube/commit/185db547e0c83c0e276c9a89618b4753c969dea7))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Bug Fixes
diff --git a/packages/cubejs-backend-native/Cargo.lock b/packages/cubejs-backend-native/Cargo.lock
index 830e1d8dfe7bf..d62709e76cbb0 100644
--- a/packages/cubejs-backend-native/Cargo.lock
+++ b/packages/cubejs-backend-native/Cargo.lock
@@ -714,7 +714,7 @@ dependencies = [
 [[package]]
 name = "cube-ext"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "chrono",
@@ -884,7 +884,7 @@ checksum = "e8566979429cf69b49a5c740c60791108e86440e8be149bbea4fe54d2c32d6e2"
 [[package]]
 name = "datafusion"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -917,7 +917,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "ordered-float 2.10.1",
@@ -928,7 +928,7 @@ dependencies = [
 [[package]]
 name = "datafusion-data-access"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "async-trait",
  "chrono",
@@ -941,7 +941,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -952,7 +952,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
diff --git a/packages/cubejs-backend-native/package.json b/packages/cubejs-backend-native/package.json
index fcc6a59817a35..ff6fe4969d1e0 100644
--- a/packages/cubejs-backend-native/package.json
+++ b/packages/cubejs-backend-native/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/native",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "author": "Cube Dev, Inc.",
   "description": "Native module for Cube.js (binding to Rust codebase)",
   "main": "dist/js/index.js",
@@ -34,7 +34,7 @@
     "dist/js"
   ],
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "@types/node": "^20",
     "cargo-cp-artifact": "^0.1.9",
@@ -44,8 +44,8 @@
     "uuid": "^8.3.2"
   },
   "dependencies": {
-    "@cubejs-backend/cubesql": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/cubesql": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@cubejs-infra/post-installer": "^0.0.7"
   },
   "resources": {
diff --git a/packages/cubejs-backend-shared/CHANGELOG.md b/packages/cubejs-backend-shared/CHANGELOG.md
index 76918fb80aa2c..fb4fb4a7f4d52 100644
--- a/packages/cubejs-backend-shared/CHANGELOG.md
+++ b/packages/cubejs-backend-shared/CHANGELOG.md
@@ -3,6 +3,12 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Features
+
+- **tesseract:** Rolling window with custom granularities without date range ([#9762](https://github.com/cube-js/cube/issues/9762)) ([d81c57d](https://github.com/cube-js/cube/commit/d81c57db80e96a211c1d12a67b06cefd868e111e))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Features
diff --git a/packages/cubejs-backend-shared/package.json b/packages/cubejs-backend-shared/package.json
index 998a627719e5b..fed473f56bc88 100644
--- a/packages/cubejs-backend-shared/package.json
+++ b/packages/cubejs-backend-shared/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/shared",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Shared code for Cube.js backend packages",
   "main": "dist/src/index.js",
   "typings": "dist/src/index.d.ts",
@@ -22,7 +22,7 @@
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/bytes": "^3.1.5",
     "@types/cli-progress": "^3.9.1",
     "@types/decompress": "^4.2.7",
diff --git a/packages/cubejs-backend-shared/src/time.ts b/packages/cubejs-backend-shared/src/time.ts
index d21bc4e8cbdd7..1bd7867f3851b 100644
--- a/packages/cubejs-backend-shared/src/time.ts
+++ b/packages/cubejs-backend-shared/src/time.ts
@@ -104,7 +104,7 @@ export function parseSqlInterval(intervalStr: SqlInterval): ParsedInterval {
 
   for (let i = 0; i < parts.length; i += 2) {
     const value = parseInt(parts[i], 10);
-    const unit = parts[i + 1];
+    const unit = parts[i + 1].toLowerCase();
 
     // Remove ending 's' (e.g., 'days' -> 'day')
     const singularUnit = (unit.endsWith('s') ? unit.slice(0, -1) : unit) as unitOfTime.DurationConstructor;
diff --git a/packages/cubejs-base-driver/CHANGELOG.md b/packages/cubejs-base-driver/CHANGELOG.md
index 43674bde6ec51..d3b530984024f 100644
--- a/packages/cubejs-base-driver/CHANGELOG.md
+++ b/packages/cubejs-base-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/base-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/base-driver
diff --git a/packages/cubejs-base-driver/package.json b/packages/cubejs-base-driver/package.json
index 7347c305f3486..279545ba7ff00 100644
--- a/packages/cubejs-base-driver/package.json
+++ b/packages/cubejs-base-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/base-driver",
   "description": "Cube.js Base Driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -33,11 +33,11 @@
     "@aws-sdk/s3-request-presigner": "^3.49.0",
     "@azure/identity": "^4.4.1",
     "@azure/storage-blob": "^12.9.0",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "@google-cloud/storage": "^7.13.0"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "@types/node": "^20",
     "jest": "^29",
diff --git a/packages/cubejs-bigquery-driver/CHANGELOG.md b/packages/cubejs-bigquery-driver/CHANGELOG.md
index 287abe7865b45..07a84a336a956 100644
--- a/packages/cubejs-bigquery-driver/CHANGELOG.md
+++ b/packages/cubejs-bigquery-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/bigquery-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/bigquery-driver
diff --git a/packages/cubejs-bigquery-driver/package.json b/packages/cubejs-bigquery-driver/package.json
index edc0e02d3e662..31272717e0348 100644
--- a/packages/cubejs-bigquery-driver/package.json
+++ b/packages/cubejs-bigquery-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/bigquery-driver",
   "description": "Cube.js BigQuery database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -28,15 +28,15 @@
   "main": "index.js",
   "types": "dist/src/index.d.ts",
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "@google-cloud/bigquery": "^7.7.0",
     "@google-cloud/storage": "^7.13.0",
     "ramda": "^0.27.2"
   },
   "devDependencies": {
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/big.js": "^6.2.2",
     "@types/dedent": "^0.7.0",
     "@types/jest": "^29",
diff --git a/packages/cubejs-cli/CHANGELOG.md b/packages/cubejs-cli/CHANGELOG.md
index 93d4b6eb80062..bf7db283f89c3 100644
--- a/packages/cubejs-cli/CHANGELOG.md
+++ b/packages/cubejs-cli/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package cubejs-cli
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package cubejs-cli
diff --git a/packages/cubejs-cli/package.json b/packages/cubejs-cli/package.json
index cf45fbd1afe42..7b0373107812d 100644
--- a/packages/cubejs-cli/package.json
+++ b/packages/cubejs-cli/package.json
@@ -2,7 +2,7 @@
   "name": "cubejs-cli",
   "description": "Cube.js Command Line Interface",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -30,10 +30,10 @@
     "LICENSE"
   ],
   "dependencies": {
-    "@cubejs-backend/cloud": "1.3.35",
+    "@cubejs-backend/cloud": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "chalk": "^2.4.2",
     "cli-progress": "^3.10",
     "commander": "^2.19.0",
@@ -50,8 +50,8 @@
     "colors": "1.4.0"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/server": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/server": "1.3.36",
     "@oclif/command": "^1.8.0",
     "@types/cli-progress": "^3.8.0",
     "@types/cross-spawn": "^6.0.2",
diff --git a/packages/cubejs-clickhouse-driver/CHANGELOG.md b/packages/cubejs-clickhouse-driver/CHANGELOG.md
index 0f66d624e094d..b1b13e2e85b49 100644
--- a/packages/cubejs-clickhouse-driver/CHANGELOG.md
+++ b/packages/cubejs-clickhouse-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/clickhouse-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/clickhouse-driver
diff --git a/packages/cubejs-clickhouse-driver/package.json b/packages/cubejs-clickhouse-driver/package.json
index 4e1d77771a2d9..c551cdbe636b8 100644
--- a/packages/cubejs-clickhouse-driver/package.json
+++ b/packages/cubejs-clickhouse-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/clickhouse-driver",
   "description": "Cube.js ClickHouse database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -28,16 +28,16 @@
   },
   "dependencies": {
     "@clickhouse/client": "^1.7.0",
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "moment": "^2.24.0",
     "sqlstring": "^2.3.1",
     "uuid": "^8.3.2"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "typescript": "~5.2.2"
diff --git a/packages/cubejs-client-core/CHANGELOG.md b/packages/cubejs-client-core/CHANGELOG.md
index 2066fd419e86e..6701583d09f7a 100644
--- a/packages/cubejs-client-core/CHANGELOG.md
+++ b/packages/cubejs-client-core/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/core
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/core
diff --git a/packages/cubejs-client-core/package.json b/packages/cubejs-client-core/package.json
index b63d8176c4130..057e4d21e9265 100644
--- a/packages/cubejs-client-core/package.json
+++ b/packages/cubejs-client-core/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/core",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
@@ -38,7 +38,7 @@
   ],
   "license": "MIT",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "@types/moment-range": "^4.0.0",
     "@types/ramda": "^0.27.34",
diff --git a/packages/cubejs-client-dx/CHANGELOG.md b/packages/cubejs-client-dx/CHANGELOG.md
index 34b46851824e0..5909f6d331611 100644
--- a/packages/cubejs-client-dx/CHANGELOG.md
+++ b/packages/cubejs-client-dx/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/dx
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/dx
diff --git a/packages/cubejs-client-dx/package.json b/packages/cubejs-client-dx/package.json
index 6bf19d8bdec08..508b6f4746369 100644
--- a/packages/cubejs-client-dx/package.json
+++ b/packages/cubejs-client-dx/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/dx",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
diff --git a/packages/cubejs-client-ngx/CHANGELOG.md b/packages/cubejs-client-ngx/CHANGELOG.md
index 2a4dc57f68aeb..05dc7b424880c 100644
--- a/packages/cubejs-client-ngx/CHANGELOG.md
+++ b/packages/cubejs-client-ngx/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/ngx
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/ngx
diff --git a/packages/cubejs-client-ngx/package.json b/packages/cubejs-client-ngx/package.json
index 2544ad4374519..8b49c32940eec 100644
--- a/packages/cubejs-client-ngx/package.json
+++ b/packages/cubejs-client-ngx/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/ngx",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "author": "Cube Dev, Inc.",
   "engines": {},
   "repository": {
diff --git a/packages/cubejs-client-react/CHANGELOG.md b/packages/cubejs-client-react/CHANGELOG.md
index 6316acc2b00a9..5d7f0b6985e82 100644
--- a/packages/cubejs-client-react/CHANGELOG.md
+++ b/packages/cubejs-client-react/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/react
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/react
diff --git a/packages/cubejs-client-react/package.json b/packages/cubejs-client-react/package.json
index de2050e7409da..147beaeffc21d 100644
--- a/packages/cubejs-client-react/package.json
+++ b/packages/cubejs-client-react/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/react",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "author": "Cube Dev, Inc.",
   "license": "MIT",
   "engines": {},
@@ -24,7 +24,7 @@
   ],
   "dependencies": {
     "@babel/runtime": "^7.1.2",
-    "@cubejs-client/core": "1.3.35",
+    "@cubejs-client/core": "1.3.36",
     "core-js": "^3.6.5",
     "ramda": "^0.27.2"
   },
diff --git a/packages/cubejs-client-vue/CHANGELOG.md b/packages/cubejs-client-vue/CHANGELOG.md
index c216dda9dc492..bdc36e01e0353 100644
--- a/packages/cubejs-client-vue/CHANGELOG.md
+++ b/packages/cubejs-client-vue/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube.js/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/vue
+
 ## [1.3.35](https://github.com/cube-js/cube.js/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/vue
diff --git a/packages/cubejs-client-vue/package.json b/packages/cubejs-client-vue/package.json
index 38cdccb8b9f1a..372b32dd4761e 100644
--- a/packages/cubejs-client-vue/package.json
+++ b/packages/cubejs-client-vue/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/vue",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
@@ -28,7 +28,7 @@
     "src"
   ],
   "dependencies": {
-    "@cubejs-client/core": "1.3.35",
+    "@cubejs-client/core": "1.3.36",
     "core-js": "^3.6.5",
     "ramda": "^0.27.2"
   },
diff --git a/packages/cubejs-client-vue3/CHANGELOG.md b/packages/cubejs-client-vue3/CHANGELOG.md
index d90d97a37c8e0..477477d952677 100644
--- a/packages/cubejs-client-vue3/CHANGELOG.md
+++ b/packages/cubejs-client-vue3/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube.js/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/vue3
+
 ## [1.3.35](https://github.com/cube-js/cube.js/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/vue3
diff --git a/packages/cubejs-client-vue3/package.json b/packages/cubejs-client-vue3/package.json
index 8f094b5e8c527..56f01dc60038b 100644
--- a/packages/cubejs-client-vue3/package.json
+++ b/packages/cubejs-client-vue3/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/vue3",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
@@ -28,7 +28,7 @@
     "src"
   ],
   "dependencies": {
-    "@cubejs-client/core": "1.3.35",
+    "@cubejs-client/core": "1.3.36",
     "@vue/compiler-sfc": "^3.0.11",
     "core-js": "^3.6.5",
     "flush-promises": "^1.0.2",
diff --git a/packages/cubejs-client-ws-transport/CHANGELOG.md b/packages/cubejs-client-ws-transport/CHANGELOG.md
index f968706f03817..7619b21dcc886 100644
--- a/packages/cubejs-client-ws-transport/CHANGELOG.md
+++ b/packages/cubejs-client-ws-transport/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/ws-transport
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/ws-transport
diff --git a/packages/cubejs-client-ws-transport/package.json b/packages/cubejs-client-ws-transport/package.json
index 24ea3accc9be8..586055ec8ee02 100644
--- a/packages/cubejs-client-ws-transport/package.json
+++ b/packages/cubejs-client-ws-transport/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-client/ws-transport",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
@@ -20,7 +20,7 @@
   },
   "dependencies": {
     "@babel/runtime": "^7.1.2",
-    "@cubejs-client/core": "1.3.35",
+    "@cubejs-client/core": "1.3.36",
     "core-js": "^3.6.5",
     "isomorphic-ws": "^4.0.1",
     "ws": "^7.3.1"
@@ -33,7 +33,7 @@
     "@babel/core": "^7.3.3",
     "@babel/preset-env": "^7.3.1",
     "@babel/preset-typescript": "^7.12.1",
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/ws": "^7.2.9",
     "typescript": "~5.2.2"
   },
diff --git a/packages/cubejs-crate-driver/CHANGELOG.md b/packages/cubejs-crate-driver/CHANGELOG.md
index 4da1018ab808e..3ebcda4391269 100644
--- a/packages/cubejs-crate-driver/CHANGELOG.md
+++ b/packages/cubejs-crate-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/crate-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/crate-driver
diff --git a/packages/cubejs-crate-driver/package.json b/packages/cubejs-crate-driver/package.json
index c799da3f44367..5b021b2bfad0b 100644
--- a/packages/cubejs-crate-driver/package.json
+++ b/packages/cubejs-crate-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/crate-driver",
   "description": "Cube.js Crate database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -28,14 +28,14 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "pg": "^8.7.1"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "testcontainers": "^10.28.0",
     "typescript": "~5.2.2"
   },
diff --git a/packages/cubejs-cubestore-driver/CHANGELOG.md b/packages/cubejs-cubestore-driver/CHANGELOG.md
index 8300641a63f45..d8b6bfc53260a 100644
--- a/packages/cubejs-cubestore-driver/CHANGELOG.md
+++ b/packages/cubejs-cubestore-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/cubestore-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/cubestore-driver
diff --git a/packages/cubejs-cubestore-driver/package.json b/packages/cubejs-cubestore-driver/package.json
index ef7122a40c16d..15efdadfda5f4 100644
--- a/packages/cubejs-cubestore-driver/package.json
+++ b/packages/cubejs-cubestore-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/cubestore-driver",
   "description": "Cube Store driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -26,10 +26,10 @@
     "lint:fix": "eslint --fix src/*.ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/cubestore": "1.3.35",
-    "@cubejs-backend/native": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/cubestore": "1.3.36",
+    "@cubejs-backend/native": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "csv-write-stream": "^2.0.0",
     "flatbuffers": "23.3.3",
     "fs-extra": "^9.1.0",
@@ -41,7 +41,7 @@
     "ws": "^7.4.3"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/csv-write-stream": "^2.0.0",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
diff --git a/packages/cubejs-databricks-jdbc-driver/CHANGELOG.md b/packages/cubejs-databricks-jdbc-driver/CHANGELOG.md
index 0722af660059b..b9c83ed1b7a29 100644
--- a/packages/cubejs-databricks-jdbc-driver/CHANGELOG.md
+++ b/packages/cubejs-databricks-jdbc-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/databricks-jdbc-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/databricks-jdbc-driver
diff --git a/packages/cubejs-databricks-jdbc-driver/package.json b/packages/cubejs-databricks-jdbc-driver/package.json
index c8531f6c62690..6a134890a2342 100644
--- a/packages/cubejs-databricks-jdbc-driver/package.json
+++ b/packages/cubejs-databricks-jdbc-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/databricks-jdbc-driver",
   "description": "Cube.js Databricks database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "license": "Apache-2.0",
   "repository": {
     "type": "git",
@@ -30,17 +30,17 @@
     "bin"
   ],
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/jdbc-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/jdbc-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "node-fetch": "^2.6.1",
     "ramda": "^0.27.2",
     "source-map-support": "^0.5.19",
     "uuid": "^8.3.2"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
     "@types/node": "^20",
diff --git a/packages/cubejs-dbt-schema-extension/CHANGELOG.md b/packages/cubejs-dbt-schema-extension/CHANGELOG.md
index b4ec8a3036129..bc231972187ee 100644
--- a/packages/cubejs-dbt-schema-extension/CHANGELOG.md
+++ b/packages/cubejs-dbt-schema-extension/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/dbt-schema-extension
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/dbt-schema-extension
diff --git a/packages/cubejs-dbt-schema-extension/package.json b/packages/cubejs-dbt-schema-extension/package.json
index 20a05ef82e931..d784146dd9fc2 100644
--- a/packages/cubejs-dbt-schema-extension/package.json
+++ b/packages/cubejs-dbt-schema-extension/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/dbt-schema-extension",
   "description": "Cube.js dbt Schema Extension",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,14 +25,14 @@
     "lint:fix": "eslint --fix src/* --ext .ts,.js"
   },
   "dependencies": {
-    "@cubejs-backend/schema-compiler": "1.3.35",
+    "@cubejs-backend/schema-compiler": "1.3.36",
     "fs-extra": "^9.1.0",
     "inflection": "^1.12.0",
     "node-fetch": "^2.6.1"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
     "jest": "^29",
diff --git a/packages/cubejs-docker/CHANGELOG.md b/packages/cubejs-docker/CHANGELOG.md
index aee9381679eda..b29bbbd28910f 100644
--- a/packages/cubejs-docker/CHANGELOG.md
+++ b/packages/cubejs-docker/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/docker
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/docker
diff --git a/packages/cubejs-docker/package.json b/packages/cubejs-docker/package.json
index 2b3989bccbd1d..645d969d35d7e 100644
--- a/packages/cubejs-docker/package.json
+++ b/packages/cubejs-docker/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/docker",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js In Docker (virtual package)",
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
@@ -9,35 +9,35 @@
     "node": "^14.0.0 || ^16.0.0 || >=17.0.0"
   },
   "dependencies": {
-    "@cubejs-backend/athena-driver": "1.3.35",
-    "@cubejs-backend/bigquery-driver": "1.3.35",
-    "@cubejs-backend/clickhouse-driver": "1.3.35",
-    "@cubejs-backend/crate-driver": "1.3.35",
-    "@cubejs-backend/databricks-jdbc-driver": "1.3.35",
-    "@cubejs-backend/dbt-schema-extension": "1.3.35",
-    "@cubejs-backend/dremio-driver": "1.3.35",
-    "@cubejs-backend/druid-driver": "1.3.35",
-    "@cubejs-backend/duckdb-driver": "1.3.35",
-    "@cubejs-backend/elasticsearch-driver": "1.3.35",
-    "@cubejs-backend/firebolt-driver": "1.3.35",
-    "@cubejs-backend/hive-driver": "1.3.35",
-    "@cubejs-backend/ksql-driver": "1.3.35",
-    "@cubejs-backend/materialize-driver": "1.3.35",
-    "@cubejs-backend/mongobi-driver": "1.3.35",
-    "@cubejs-backend/mssql-driver": "1.3.35",
-    "@cubejs-backend/mysql-driver": "1.3.35",
-    "@cubejs-backend/oracle-driver": "1.3.35",
-    "@cubejs-backend/pinot-driver": "1.3.35",
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/prestodb-driver": "1.3.35",
-    "@cubejs-backend/questdb-driver": "1.3.35",
-    "@cubejs-backend/redshift-driver": "1.3.35",
-    "@cubejs-backend/server": "1.3.35",
-    "@cubejs-backend/snowflake-driver": "1.3.35",
-    "@cubejs-backend/sqlite-driver": "1.3.35",
-    "@cubejs-backend/trino-driver": "1.3.35",
-    "@cubejs-backend/vertica-driver": "1.3.35",
-    "cubejs-cli": "1.3.35",
+    "@cubejs-backend/athena-driver": "1.3.36",
+    "@cubejs-backend/bigquery-driver": "1.3.36",
+    "@cubejs-backend/clickhouse-driver": "1.3.36",
+    "@cubejs-backend/crate-driver": "1.3.36",
+    "@cubejs-backend/databricks-jdbc-driver": "1.3.36",
+    "@cubejs-backend/dbt-schema-extension": "1.3.36",
+    "@cubejs-backend/dremio-driver": "1.3.36",
+    "@cubejs-backend/druid-driver": "1.3.36",
+    "@cubejs-backend/duckdb-driver": "1.3.36",
+    "@cubejs-backend/elasticsearch-driver": "1.3.36",
+    "@cubejs-backend/firebolt-driver": "1.3.36",
+    "@cubejs-backend/hive-driver": "1.3.36",
+    "@cubejs-backend/ksql-driver": "1.3.36",
+    "@cubejs-backend/materialize-driver": "1.3.36",
+    "@cubejs-backend/mongobi-driver": "1.3.36",
+    "@cubejs-backend/mssql-driver": "1.3.36",
+    "@cubejs-backend/mysql-driver": "1.3.36",
+    "@cubejs-backend/oracle-driver": "1.3.36",
+    "@cubejs-backend/pinot-driver": "1.3.36",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/prestodb-driver": "1.3.36",
+    "@cubejs-backend/questdb-driver": "1.3.36",
+    "@cubejs-backend/redshift-driver": "1.3.36",
+    "@cubejs-backend/server": "1.3.36",
+    "@cubejs-backend/snowflake-driver": "1.3.36",
+    "@cubejs-backend/sqlite-driver": "1.3.36",
+    "@cubejs-backend/trino-driver": "1.3.36",
+    "@cubejs-backend/vertica-driver": "1.3.36",
+    "cubejs-cli": "1.3.36",
     "typescript": "~5.2.2"
   },
   "resolutions": {
diff --git a/packages/cubejs-dremio-driver/CHANGELOG.md b/packages/cubejs-dremio-driver/CHANGELOG.md
index aa706d73673ec..31482949d908a 100644
--- a/packages/cubejs-dremio-driver/CHANGELOG.md
+++ b/packages/cubejs-dremio-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/dremio-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/dremio-driver
diff --git a/packages/cubejs-dremio-driver/package.json b/packages/cubejs-dremio-driver/package.json
index c42dd0670168e..ecabb0779e665 100644
--- a/packages/cubejs-dremio-driver/package.json
+++ b/packages/cubejs-dremio-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/dremio-driver",
   "description": "Cube.js Dremio driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -22,15 +22,15 @@
     "lint:fix": "eslint driver/*.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "axios": "^1.8.3",
     "sqlstring": "^2.3.1"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "jest": "^29"
   },
   "license": "Apache-2.0",
diff --git a/packages/cubejs-druid-driver/CHANGELOG.md b/packages/cubejs-druid-driver/CHANGELOG.md
index c7b0e7a9bc72c..c3a5d5b05eab7 100644
--- a/packages/cubejs-druid-driver/CHANGELOG.md
+++ b/packages/cubejs-druid-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/druid-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/druid-driver
diff --git a/packages/cubejs-druid-driver/package.json b/packages/cubejs-druid-driver/package.json
index f4570c3acc068..7ae136868b995 100644
--- a/packages/cubejs-druid-driver/package.json
+++ b/packages/cubejs-druid-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/druid-driver",
   "description": "Cube.js Druid database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "license": "Apache-2.0",
   "repository": {
     "type": "git",
@@ -28,13 +28,13 @@
     "dist/src/*"
   ],
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "axios": "^1.8.3"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
     "@types/node": "^20",
diff --git a/packages/cubejs-duckdb-driver/CHANGELOG.md b/packages/cubejs-duckdb-driver/CHANGELOG.md
index a6acde122b332..f5ccc2c8357a0 100644
--- a/packages/cubejs-duckdb-driver/CHANGELOG.md
+++ b/packages/cubejs-duckdb-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/duckdb-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/duckdb-driver
diff --git a/packages/cubejs-duckdb-driver/package.json b/packages/cubejs-duckdb-driver/package.json
index 9c123f0a21d06..52ece38c4c2fa 100644
--- a/packages/cubejs-duckdb-driver/package.json
+++ b/packages/cubejs-duckdb-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/duckdb-driver",
   "description": "Cube DuckDB database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,15 +27,15 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "duckdb": "^1.3.1"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/jest": "^29",
     "@types/node": "^20",
     "jest": "^29",
diff --git a/packages/cubejs-elasticsearch-driver/CHANGELOG.md b/packages/cubejs-elasticsearch-driver/CHANGELOG.md
index 0effd0be40685..6cf54adb529ce 100644
--- a/packages/cubejs-elasticsearch-driver/CHANGELOG.md
+++ b/packages/cubejs-elasticsearch-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/elasticsearch-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/elasticsearch-driver
diff --git a/packages/cubejs-elasticsearch-driver/package.json b/packages/cubejs-elasticsearch-driver/package.json
index 9edcffcf05175..ba9020d3e6c2e 100644
--- a/packages/cubejs-elasticsearch-driver/package.json
+++ b/packages/cubejs-elasticsearch-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/elasticsearch-driver",
   "description": "Cube.js elasticsearch database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -23,14 +23,14 @@
     "driver"
   ],
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@elastic/elasticsearch": "7.12.0",
     "sqlstring": "^2.3.1"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "testcontainers": "^10.28.0"
diff --git a/packages/cubejs-firebolt-driver/CHANGELOG.md b/packages/cubejs-firebolt-driver/CHANGELOG.md
index ca06c1f849dcc..56d7389a01efa 100644
--- a/packages/cubejs-firebolt-driver/CHANGELOG.md
+++ b/packages/cubejs-firebolt-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/firebolt-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/firebolt-driver
diff --git a/packages/cubejs-firebolt-driver/package.json b/packages/cubejs-firebolt-driver/package.json
index eb3e3c0632dfc..80d9de8d894b3 100644
--- a/packages/cubejs-firebolt-driver/package.json
+++ b/packages/cubejs-firebolt-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/firebolt-driver",
   "description": "Cube.js Firebolt database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -28,15 +28,15 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "firebolt-sdk": "1.10.0"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "typescript": "~5.2.2"
   },
   "publishConfig": {
diff --git a/packages/cubejs-hive-driver/CHANGELOG.md b/packages/cubejs-hive-driver/CHANGELOG.md
index 1e4b168da31b5..8b23732744d50 100644
--- a/packages/cubejs-hive-driver/CHANGELOG.md
+++ b/packages/cubejs-hive-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/hive-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/hive-driver
diff --git a/packages/cubejs-hive-driver/package.json b/packages/cubejs-hive-driver/package.json
index 863440c06bca3..63631605b008d 100644
--- a/packages/cubejs-hive-driver/package.json
+++ b/packages/cubejs-hive-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/hive-driver",
   "description": "Cube.js Hive database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -17,8 +17,8 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "generic-pool": "^3.8.2",
     "jshs2": "^0.4.4",
     "sasl-plain": "^0.1.0",
@@ -28,7 +28,7 @@
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35"
+    "@cubejs-backend/linter": "1.3.36"
   },
   "publishConfig": {
     "access": "public"
diff --git a/packages/cubejs-jdbc-driver/CHANGELOG.md b/packages/cubejs-jdbc-driver/CHANGELOG.md
index d848500a7e2f1..cea26c583598d 100644
--- a/packages/cubejs-jdbc-driver/CHANGELOG.md
+++ b/packages/cubejs-jdbc-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/jdbc-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/jdbc-driver
diff --git a/packages/cubejs-jdbc-driver/package.json b/packages/cubejs-jdbc-driver/package.json
index 2cc347f89e62d..83ca50e4bde98 100644
--- a/packages/cubejs-jdbc-driver/package.json
+++ b/packages/cubejs-jdbc-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/jdbc-driver",
   "description": "Cube.js JDBC database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,9 +25,9 @@
     "index.js"
   ],
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
     "@cubejs-backend/node-java-maven": "^0.1.3",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "generic-pool": "^3.8.2",
     "sqlstring": "^2.3.0"
   },
@@ -43,7 +43,7 @@
     "testEnvironment": "node"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/node": "^20",
     "@types/sqlstring": "^2.3.0",
diff --git a/packages/cubejs-ksql-driver/CHANGELOG.md b/packages/cubejs-ksql-driver/CHANGELOG.md
index 7c5226ca9fe08..8c60f381a8c3f 100644
--- a/packages/cubejs-ksql-driver/CHANGELOG.md
+++ b/packages/cubejs-ksql-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/ksql-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/ksql-driver
diff --git a/packages/cubejs-ksql-driver/package.json b/packages/cubejs-ksql-driver/package.json
index abd2620562321..50b1a4f42ed93 100644
--- a/packages/cubejs-ksql-driver/package.json
+++ b/packages/cubejs-ksql-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/ksql-driver",
   "description": "Cube.js ksql database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,9 +25,9 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "async-mutex": "0.3.2",
     "axios": "^1.8.3",
     "kafkajs": "^2.2.3",
@@ -41,7 +41,7 @@
     "extends": "../cubejs-linter"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "typescript": "~5.2.2"
   }
 }
diff --git a/packages/cubejs-linter/CHANGELOG.md b/packages/cubejs-linter/CHANGELOG.md
index 5a8fb99c14511..13a41ddfefcc0 100644
--- a/packages/cubejs-linter/CHANGELOG.md
+++ b/packages/cubejs-linter/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/linter
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/linter
diff --git a/packages/cubejs-linter/package.json b/packages/cubejs-linter/package.json
index 403e64f338320..d9ffc7230df33 100644
--- a/packages/cubejs-linter/package.json
+++ b/packages/cubejs-linter/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/linter",
   "description": "Cube.js ESLint (virtual package) for linting code",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
diff --git a/packages/cubejs-materialize-driver/CHANGELOG.md b/packages/cubejs-materialize-driver/CHANGELOG.md
index 06586fb1d0624..7f291574d8e63 100644
--- a/packages/cubejs-materialize-driver/CHANGELOG.md
+++ b/packages/cubejs-materialize-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/materialize-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/materialize-driver
diff --git a/packages/cubejs-materialize-driver/package.json b/packages/cubejs-materialize-driver/package.json
index 1963c40109e23..fa61c4ad02558 100644
--- a/packages/cubejs-materialize-driver/package.json
+++ b/packages/cubejs-materialize-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/materialize-driver",
   "description": "Cube.js Materialize database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,17 +27,17 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@types/pg": "^8.6.0",
     "pg": "^8.6.0",
     "semver": "^7.6.3"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing": "1.3.36",
     "typescript": "~5.2.2"
   },
   "publishConfig": {
diff --git a/packages/cubejs-mongobi-driver/CHANGELOG.md b/packages/cubejs-mongobi-driver/CHANGELOG.md
index e0b6b802741b0..8f70f6f1cb271 100644
--- a/packages/cubejs-mongobi-driver/CHANGELOG.md
+++ b/packages/cubejs-mongobi-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/mongobi-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/mongobi-driver
diff --git a/packages/cubejs-mongobi-driver/package.json b/packages/cubejs-mongobi-driver/package.json
index b38b7180d9861..051d35548c3f0 100644
--- a/packages/cubejs-mongobi-driver/package.json
+++ b/packages/cubejs-mongobi-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/mongobi-driver",
   "description": "Cube.js MongoBI driver",
   "author": "krunalsabnis@gmail.com",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,8 +27,8 @@
     "integration:mongobi": "jest dist/test"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@types/node": "^20",
     "generic-pool": "^3.8.2",
     "moment": "^2.29.1",
@@ -39,7 +39,7 @@
     "access": "public"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "testcontainers": "^10.28.0",
     "typescript": "~5.2.2"
diff --git a/packages/cubejs-mssql-driver/CHANGELOG.md b/packages/cubejs-mssql-driver/CHANGELOG.md
index 759b65361efee..c7b7a3a957386 100644
--- a/packages/cubejs-mssql-driver/CHANGELOG.md
+++ b/packages/cubejs-mssql-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/mssql-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/mssql-driver
diff --git a/packages/cubejs-mssql-driver/package.json b/packages/cubejs-mssql-driver/package.json
index 07d20fc3731ec..cdfd452bdecdf 100644
--- a/packages/cubejs-mssql-driver/package.json
+++ b/packages/cubejs-mssql-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/mssql-driver",
   "description": "Cube.js MS SQL database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,8 +25,8 @@
     "lint:fix": "eslint --fix src/* --ext .ts,.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "mssql": "^11.0.1"
   },
   "devDependencies": {
diff --git a/packages/cubejs-mysql-aurora-serverless-driver/CHANGELOG.md b/packages/cubejs-mysql-aurora-serverless-driver/CHANGELOG.md
index 676c37d2f3c77..dce9c83f0c77a 100644
--- a/packages/cubejs-mysql-aurora-serverless-driver/CHANGELOG.md
+++ b/packages/cubejs-mysql-aurora-serverless-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/mysql-aurora-serverless-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/mysql-aurora-serverless-driver
diff --git a/packages/cubejs-mysql-aurora-serverless-driver/package.json b/packages/cubejs-mysql-aurora-serverless-driver/package.json
index c693c1ba17736..599b800e89ff1 100644
--- a/packages/cubejs-mysql-aurora-serverless-driver/package.json
+++ b/packages/cubejs-mysql-aurora-serverless-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/mysql-aurora-serverless-driver",
   "description": "Cube.js Aurora Serverless Mysql database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -21,14 +21,14 @@
     "lint": "eslint driver/*.js test/*.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@types/mysql": "^2.15.15",
     "aws-sdk": "^2.787.0",
     "data-api-client": "^1.1.0"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/data-api-client": "^1.2.1",
     "@types/jest": "^29",
     "jest": "^29",
diff --git a/packages/cubejs-mysql-driver/CHANGELOG.md b/packages/cubejs-mysql-driver/CHANGELOG.md
index 49242a3d43bba..1b4ab364825e9 100644
--- a/packages/cubejs-mysql-driver/CHANGELOG.md
+++ b/packages/cubejs-mysql-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/mysql-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/mysql-driver
diff --git a/packages/cubejs-mysql-driver/package.json b/packages/cubejs-mysql-driver/package.json
index 330256403cdff..caa3e7dd169df 100644
--- a/packages/cubejs-mysql-driver/package.json
+++ b/packages/cubejs-mysql-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/mysql-driver",
   "description": "Cube.js Mysql database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,14 +27,14 @@
     "lint:fix": "eslint --fix src/* test/* --ext .ts,.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "generic-pool": "^3.8.2",
     "mysql": "^2.18.1"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
     "@types/mysql": "^2.15.21",
diff --git a/packages/cubejs-oracle-driver/CHANGELOG.md b/packages/cubejs-oracle-driver/CHANGELOG.md
index 9beffa0faca8a..5b3e2af6c9767 100644
--- a/packages/cubejs-oracle-driver/CHANGELOG.md
+++ b/packages/cubejs-oracle-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/oracle-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/oracle-driver
diff --git a/packages/cubejs-oracle-driver/package.json b/packages/cubejs-oracle-driver/package.json
index 7c51e812859cc..cbcfa04a0e74b 100644
--- a/packages/cubejs-oracle-driver/package.json
+++ b/packages/cubejs-oracle-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/oracle-driver",
   "description": "Cube.js oracle database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -13,7 +13,7 @@
   },
   "main": "driver/OracleDriver.js",
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
     "ramda": "^0.27.0"
   },
   "optionalDependencies": {
diff --git a/packages/cubejs-pinot-driver/CHANGELOG.md b/packages/cubejs-pinot-driver/CHANGELOG.md
index 19b555992cbe1..da502a8dfe501 100644
--- a/packages/cubejs-pinot-driver/CHANGELOG.md
+++ b/packages/cubejs-pinot-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/pinot-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/pinot-driver
diff --git a/packages/cubejs-pinot-driver/package.json b/packages/cubejs-pinot-driver/package.json
index 79aa77583685b..85b2d33177cb2 100644
--- a/packages/cubejs-pinot-driver/package.json
+++ b/packages/cubejs-pinot-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/pinot-driver",
   "description": "Cube.js Pinot database driver",
   "author": "Julian Ronsse, InTheMemory, Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,9 +27,9 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "node-fetch": "^2.6.1",
     "ramda": "^0.27.2",
     "sqlstring": "^2.3.3"
@@ -39,7 +39,7 @@
     "access": "public"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "should": "^13.2.3",
diff --git a/packages/cubejs-playground/CHANGELOG.md b/packages/cubejs-playground/CHANGELOG.md
index 830ef852791bd..9c49968fc206e 100644
--- a/packages/cubejs-playground/CHANGELOG.md
+++ b/packages/cubejs-playground/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-client/playground
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-client/playground
diff --git a/packages/cubejs-playground/package.json b/packages/cubejs-playground/package.json
index 49e8adecd1c70..9bdee5982bb37 100644
--- a/packages/cubejs-playground/package.json
+++ b/packages/cubejs-playground/package.json
@@ -1,7 +1,7 @@
 {
   "name": "@cubejs-client/playground",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "engines": {},
   "repository": {
     "type": "git",
@@ -68,8 +68,8 @@
     "@ant-design/compatible": "^1.0.1",
     "@ant-design/icons": "^5.3.5",
     "@cube-dev/ui-kit": "0.52.3",
-    "@cubejs-client/core": "1.3.35",
-    "@cubejs-client/react": "1.3.35",
+    "@cubejs-client/core": "1.3.36",
+    "@cubejs-client/react": "1.3.36",
     "@types/flexsearch": "^0.7.3",
     "@types/node": "^20",
     "@types/react": "^18.3.4",
diff --git a/packages/cubejs-postgres-driver/CHANGELOG.md b/packages/cubejs-postgres-driver/CHANGELOG.md
index f9a215255b24d..48f1e395e6618 100644
--- a/packages/cubejs-postgres-driver/CHANGELOG.md
+++ b/packages/cubejs-postgres-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/postgres-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/postgres-driver
diff --git a/packages/cubejs-postgres-driver/package.json b/packages/cubejs-postgres-driver/package.json
index 380849498f152..39fb48874c4c5 100644
--- a/packages/cubejs-postgres-driver/package.json
+++ b/packages/cubejs-postgres-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/postgres-driver",
   "description": "Cube.js Postgres database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,8 +27,8 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@types/pg": "^8.6.0",
     "@types/pg-query-stream": "^1.0.3",
     "moment": "^2.24.0",
@@ -37,8 +37,8 @@
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "testcontainers": "^10.28.0",
     "typescript": "~5.2.2"
   },
diff --git a/packages/cubejs-prestodb-driver/CHANGELOG.md b/packages/cubejs-prestodb-driver/CHANGELOG.md
index c83bef485931a..83cda01da14fe 100644
--- a/packages/cubejs-prestodb-driver/CHANGELOG.md
+++ b/packages/cubejs-prestodb-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/prestodb-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/prestodb-driver
diff --git a/packages/cubejs-prestodb-driver/package.json b/packages/cubejs-prestodb-driver/package.json
index 5f3319c331c44..5612cea29c3a9 100644
--- a/packages/cubejs-prestodb-driver/package.json
+++ b/packages/cubejs-prestodb-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/prestodb-driver",
   "description": "Cube.js Presto database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,8 +27,8 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "presto-client": "^1.1.0",
     "ramda": "^0.27.0",
     "sqlstring": "^2.3.1"
@@ -38,7 +38,7 @@
     "access": "public"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "should": "^13.2.3",
diff --git a/packages/cubejs-query-orchestrator/CHANGELOG.md b/packages/cubejs-query-orchestrator/CHANGELOG.md
index e443a72c31b8c..0c7efad1a17b7 100644
--- a/packages/cubejs-query-orchestrator/CHANGELOG.md
+++ b/packages/cubejs-query-orchestrator/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/query-orchestrator
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/query-orchestrator
diff --git a/packages/cubejs-query-orchestrator/package.json b/packages/cubejs-query-orchestrator/package.json
index 8d800e1e1b02a..2671532670eed 100644
--- a/packages/cubejs-query-orchestrator/package.json
+++ b/packages/cubejs-query-orchestrator/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/query-orchestrator",
   "description": "Cube.js Query Orchestrator and Cache",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -29,16 +29,16 @@
     "dist/src/*"
   ],
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/cubestore-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/cubestore-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "csv-write-stream": "^2.0.0",
     "generic-pool": "^3.8.2",
     "lru-cache": "^11.1.0",
     "ramda": "^0.27.2"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/generic-pool": "^3.8.2",
     "@types/jest": "^29",
     "@types/node": "^20",
diff --git a/packages/cubejs-questdb-driver/CHANGELOG.md b/packages/cubejs-questdb-driver/CHANGELOG.md
index 9a278e0eb5c1f..5b7acf9e0165e 100644
--- a/packages/cubejs-questdb-driver/CHANGELOG.md
+++ b/packages/cubejs-questdb-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/questdb-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/questdb-driver
diff --git a/packages/cubejs-questdb-driver/package.json b/packages/cubejs-questdb-driver/package.json
index 5a5d4abdae567..fe459659384ef 100644
--- a/packages/cubejs-questdb-driver/package.json
+++ b/packages/cubejs-questdb-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/questdb-driver",
   "description": "Cube.js QuestDB database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,9 +27,9 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@types/pg": "^8.6.0",
     "moment": "^2.24.0",
     "pg": "^8.7.0",
@@ -37,8 +37,8 @@
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "testcontainers": "^10.28.0",
     "typescript": "~5.2.2"
   },
diff --git a/packages/cubejs-redshift-driver/CHANGELOG.md b/packages/cubejs-redshift-driver/CHANGELOG.md
index 258cebe19f4e0..3bb3b64438513 100644
--- a/packages/cubejs-redshift-driver/CHANGELOG.md
+++ b/packages/cubejs-redshift-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/redshift-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/redshift-driver
diff --git a/packages/cubejs-redshift-driver/package.json b/packages/cubejs-redshift-driver/package.json
index e35228164bd09..b63b5e041bb8f 100644
--- a/packages/cubejs-redshift-driver/package.json
+++ b/packages/cubejs-redshift-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/redshift-driver",
   "description": "Cube.js Redshift database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,13 +25,13 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35"
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "typescript": "~5.2.2"
   },
   "publishConfig": {
diff --git a/packages/cubejs-schema-compiler/CHANGELOG.md b/packages/cubejs-schema-compiler/CHANGELOG.md
index 5c158744a464e..8de808cc2198e 100644
--- a/packages/cubejs-schema-compiler/CHANGELOG.md
+++ b/packages/cubejs-schema-compiler/CHANGELOG.md
@@ -3,6 +3,14 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Features
+
+- **tesseract:** Rolling window with custom granularities without date range ([#9762](https://github.com/cube-js/cube/issues/9762)) ([d81c57d](https://github.com/cube-js/cube/commit/d81c57db80e96a211c1d12a67b06cefd868e111e))
+- **tesseract:** Rollup Join support ([#9745](https://github.com/cube-js/cube/issues/9745)) ([05bb520](https://github.com/cube-js/cube/commit/05bb52091ad2d3ac09303c0fa50603cd24c99d61))
+- **tesseract:** Support for time shifts over calendar cubes dimensions ([#9758](https://github.com/cube-js/cube/issues/9758)) ([70dfa52](https://github.com/cube-js/cube/commit/70dfa52a2aa0cafd80cdf21229d70795392009ec))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Bug Fixes
diff --git a/packages/cubejs-schema-compiler/package.json b/packages/cubejs-schema-compiler/package.json
index c79d446e024c9..83da04b9213e7 100644
--- a/packages/cubejs-schema-compiler/package.json
+++ b/packages/cubejs-schema-compiler/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/schema-compiler",
   "description": "Cube schema compiler",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -40,8 +40,8 @@
     "@babel/standalone": "^7.24",
     "@babel/traverse": "^7.24",
     "@babel/types": "^7.24",
-    "@cubejs-backend/native": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/native": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "antlr4ts": "0.5.0-alpha.4",
     "camelcase": "^6.2.0",
     "cron-parser": "^4.9.0",
@@ -60,8 +60,8 @@
   },
   "devDependencies": {
     "@clickhouse/client": "^1.7.0",
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
     "@types/babel__code-frame": "^7.0.6",
     "@types/babel__generator": "^7.6.8",
     "@types/babel__traverse": "^7.20.5",
diff --git a/packages/cubejs-schema-compiler/src/adapter/BaseQuery.js b/packages/cubejs-schema-compiler/src/adapter/BaseQuery.js
index 72c6ad031d46e..de3278a966ada 100644
--- a/packages/cubejs-schema-compiler/src/adapter/BaseQuery.js
+++ b/packages/cubejs-schema-compiler/src/adapter/BaseQuery.js
@@ -1117,6 +1117,11 @@ export class BaseQuery {
     return `${date} + interval ${intervalStr}`;
   }
 
+  // For use in Tesseract
+  supportGeneratedSeriesForCustomTd() {
+    return false;
+  }
+
   /**
    * @param {string} interval
    * @returns {string}
@@ -2048,7 +2053,6 @@ export class BaseQuery {
    * Returns a tuple: (formatted interval, minimal time unit)
    */
   intervalAndMinimalTimeUnit(interval) {
-    const intervalParsed = parseSqlInterval(interval);
     const minGranularity = this.diffTimeUnitForInterval(interval);
     return [interval, minGranularity];
   }
@@ -4138,7 +4142,6 @@ export class BaseQuery {
         sort: '{{ expr }} {% if asc %}ASC{% else %}DESC{% endif %} NULLS {% if nulls_first %}FIRST{% else %}LAST{% endif %}',
         order_by: '{% if index %} {{ index }} {% else %} {{ expr }} {% endif %} {% if asc %}ASC{% else %}DESC{% endif %}{% if nulls_first %} NULLS FIRST{% endif %}',
         cast: 'CAST({{ expr }} AS {{ data_type }})',
-        cast_to_string: 'CAST({{ expr }} AS TEXT)',
         window_function: '{{ fun_call }} OVER ({% if partition_by_concat %}PARTITION BY {{ partition_by_concat }}{% if order_by_concat or window_frame %} {% endif %}{% endif %}{% if order_by_concat %}ORDER BY {{ order_by_concat }}{% if window_frame %} {% endif %}{% endif %}{% if window_frame %}{{ window_frame }}{% endif %})',
         window_frame_bounds: '{{ frame_type }} BETWEEN {{ frame_start }} AND {{ frame_end }}',
         in_list: '{{ expr }} {% if negated %}NOT {% endif %}IN ({{ in_exprs_concat }})',
diff --git a/packages/cubejs-schema-compiler/src/adapter/BigqueryQuery.ts b/packages/cubejs-schema-compiler/src/adapter/BigqueryQuery.ts
index bd615ee791ca5..1d4e50649e41b 100644
--- a/packages/cubejs-schema-compiler/src/adapter/BigqueryQuery.ts
+++ b/packages/cubejs-schema-compiler/src/adapter/BigqueryQuery.ts
@@ -127,10 +127,10 @@ export class BigqueryQuery extends BaseQuery {
       return [`'${intervalParsed.hour}:${intervalParsed.minute}:${intervalParsed.second}' HOUR TO SECOND`, 'SECOND'];
     } else if (intervalParsed.minute && intervalParsed.second && intKeys === 2) {
       return [`'${intervalParsed.minute}:${intervalParsed.second}' MINUTE TO SECOND`, 'SECOND'];
+    } else if (intervalParsed.millisecond && intKeys === 1) {
+      return [`'${intervalParsed.millisecond}' MILLISECOND`, 'MILLISECOND'];
     }
 
-    // No need to support microseconds.
-
     throw new Error(`Cannot transform interval expression "${interval}" to BigQuery dialect`);
   }
 
@@ -367,7 +367,6 @@ export class BigqueryQuery extends BaseQuery {
     templates.types.double = 'FLOAT64';
     templates.types.decimal = 'BIGDECIMAL({{ precision }},{{ scale }})';
     templates.types.binary = 'BYTES';
-    templates.expressions.cast_to_string = 'CAST({{ expr }} AS STRING)';
     templates.operators.is_not_distinct_from = 'IS NOT DISTINCT FROM';
     templates.join_types.full = 'FULL';
     templates.statements.time_series_select = 'SELECT DATETIME(TIMESTAMP(f)) date_from, DATETIME(TIMESTAMP(t)) date_to \n' +
diff --git a/packages/cubejs-schema-compiler/src/adapter/PostgresQuery.ts b/packages/cubejs-schema-compiler/src/adapter/PostgresQuery.ts
index 58cf3c240b440..f8b91ffccdb67 100644
--- a/packages/cubejs-schema-compiler/src/adapter/PostgresQuery.ts
+++ b/packages/cubejs-schema-compiler/src/adapter/PostgresQuery.ts
@@ -57,6 +57,10 @@ export class PostgresQuery extends BaseQuery {
     return `round(hll_cardinality(hll_add_agg(hll_hash_any(${sql}))))`;
   }
 
+  public supportGeneratedSeriesForCustomTd() {
+    return true;
+  }
+
   public sqlTemplates() {
     const templates = super.sqlTemplates();
     // eslint-disable-next-line no-template-curly-in-string
@@ -82,8 +86,8 @@ export class PostgresQuery extends BaseQuery {
     templates.types.double = 'DOUBLE PRECISION';
     templates.types.binary = 'BYTEA';
     templates.operators.is_not_distinct_from = 'IS NOT DISTINCT FROM';
-    templates.statements.generated_time_series_select = 'SELECT d AS "date_from",\n' +
-      'd + interval {{ granularity }} - interval \'1 millisecond\' AS "date_to" \n' +
+    templates.statements.generated_time_series_select = 'SELECT {{ date_from }} AS "date_from",\n' +
+      '{{ date_to }} AS "date_to" \n' +
       'FROM generate_series({{ start }}::timestamp, {{ end }}:: timestamp, {{ granularity }}::interval) d ';
     templates.statements.generated_time_series_with_cte_range_source = 'SELECT d AS "date_from",\n' +
       'd + interval {{ granularity }} - interval \'1 millisecond\' AS "date_to" \n' +
diff --git a/packages/cubejs-schema-compiler/src/adapter/PrestodbQuery.ts b/packages/cubejs-schema-compiler/src/adapter/PrestodbQuery.ts
index b04e5e55cb783..962f175c98c52 100644
--- a/packages/cubejs-schema-compiler/src/adapter/PrestodbQuery.ts
+++ b/packages/cubejs-schema-compiler/src/adapter/PrestodbQuery.ts
@@ -122,6 +122,10 @@ export class PrestodbQuery extends BaseQuery {
     return `approx_distinct(${sql})`;
   }
 
+  public supportGeneratedSeriesForCustomTd() {
+    return true;
+  }
+
   protected limitOffsetClause(limit, offset) {
     const limitClause = limit != null ? ` LIMIT ${limit}` : '';
     const offsetClause = offset != null ? ` OFFSET ${offset}` : '';
diff --git a/packages/cubejs-schema-compiler/src/compiler/CubeEvaluator.ts b/packages/cubejs-schema-compiler/src/compiler/CubeEvaluator.ts
index d8ee7b6bd19b0..b1321762061ff 100644
--- a/packages/cubejs-schema-compiler/src/compiler/CubeEvaluator.ts
+++ b/packages/cubejs-schema-compiler/src/compiler/CubeEvaluator.ts
@@ -571,6 +571,22 @@ export class CubeEvaluator extends CubeSymbols {
     }));
   }
 
+  public preAggregationDescriptionByName(cubeName: string, preAggName: string) {
+    const cube = this.cubeFromPath(cubeName);
+    const preAggregations = cube.preAggregations || {};
+
+    const preAgg = preAggregations[preAggName];
+
+    if (!preAgg) {
+      return undefined;
+    }
+
+    return {
+      name: preAggName,
+      ...(preAgg as Record<string, any>)
+    };
+  }
+
   /**
    * Returns pre-aggregations filtered by the specified selector.
    */
@@ -785,6 +801,14 @@ export class CubeEvaluator extends CubeSymbols {
     return { cubeReferencesUsed, pathReferencesUsed, evaluatedSql };
   }
 
+  /**
+   * Evaluates rollup references for retrieving rollupReference used in Tesseract.
+   * This is a temporary solution until Tesseract takes ownership of all pre-aggregations.
+   */
+  public evaluateRollupReferences<T extends ToString | Array<ToString>>(cube: string, rollupReferences: (...args: Array<unknown>) => T) {
+    return this.evaluateReferences(cube, rollupReferences, { originalSorting: true });
+  }
+
   public evaluatePreAggregationReferences(cube: string, aggregation: PreAggregationDefinition): PreAggregationReferences {
     const timeDimensions: Array<PreAggregationTimeDimensionReference> = [];
 
diff --git a/packages/cubejs-schema-compiler/src/compiler/CubeValidator.ts b/packages/cubejs-schema-compiler/src/compiler/CubeValidator.ts
index bf604b83cceaa..9ca271d51b4bb 100644
--- a/packages/cubejs-schema-compiler/src/compiler/CubeValidator.ts
+++ b/packages/cubejs-schema-compiler/src/compiler/CubeValidator.ts
@@ -575,7 +575,7 @@ const timeShiftItemRequired = Joi.object({
 });
 
 const timeShiftItemOptional = Joi.object({
-  timeDimension: Joi.func(), // не required
+  timeDimension: Joi.func(), // not required
   interval: regexTimeInterval.required(),
   type: Joi.string().valid('next', 'prior').required(),
 });
@@ -661,6 +661,17 @@ const DimensionsSchema = Joi.object().pattern(identifierRegex, Joi.alternatives(
     type: Joi.any().valid('number').required(),
     sql: Joi.func().required(),
     addGroupBy: Joi.func(),
+  }),
+  // TODO should be valid only for calendar cubes, but this requires significant refactoring
+  // of all schemas. Left for the future when we'll switch to zod.
+  inherit(BaseDimensionWithoutSubQuery, {
+    type: Joi.any().valid('time').required(),
+    sql: Joi.func().required(),
+    timeShift: Joi.array().items(Joi.object({
+      interval: regexTimeInterval.required(),
+      type: Joi.string().valid('next', 'prior').required(),
+      sql: Joi.func().required(),
+    })),
   })
 ));
 
diff --git a/packages/cubejs-schema-compiler/test/integration/postgres/calendars.test.ts b/packages/cubejs-schema-compiler/test/integration/postgres/calendars.test.ts
index 85c6d44335650..21292548cf4de 100644
--- a/packages/cubejs-schema-compiler/test/integration/postgres/calendars.test.ts
+++ b/packages/cubejs-schema-compiler/test/integration/postgres/calendars.test.ts
@@ -16,14 +16,14 @@ cubes:
         100 + gs.id AS user_id,
         (ARRAY['new', 'processed', 'shipped'])[(gs.id % 3) + 1] AS status,
         make_timestamp(
-          2025,
+          2024 + (case when gs.id < 41 then 0 else 1 end),
           (gs.id % 12) + 1,
           1 + (gs.id * 7 % 25),
           0,
           0,
           0
         ) AS created_at
-      FROM generate_series(1, 40) AS gs(id)
+      FROM generate_series(1, 80) AS gs(id)
 
     joins:
       - name: custom_calendar
@@ -57,7 +57,7 @@ cubes:
         type: count
 
       - name: count_shifted
-        type: count
+        type: number
         multi_stage: true
         sql: "{count}"
         time_shift:
@@ -65,6 +65,30 @@ cubes:
             interval: 1 year
             type: prior
 
+      - name: count_shifted_calendar_y
+        type: number
+        multi_stage: true
+        sql: "{count}"
+        time_shift:
+          - interval: 1 year
+            type: prior
+
+      - name: count_shifted_calendar_m
+        type: number
+        multi_stage: true
+        sql: "{count}"
+        time_shift:
+          - interval: 1 month
+            type: prior
+
+      - name: count_shifted_calendar_w
+        type: number
+        multi_stage: true
+        sql: "{count}"
+        time_shift:
+          - interval: 1 week
+            type: prior
+
       - name: completed_count
         type: count
         filters:
@@ -81,56 +105,99 @@ cubes:
           trailing: unbounded
 
   - name: custom_calendar
+    # language=SQL
     sql: >
-      WITH base AS (
-        SELECT
-          gs.n - 1 AS day_offset,
-          DATE '2025-02-02' + (gs.n - 1) AS date_val
-        FROM generate_series(1, 364) AS gs(n)
-      ),
-      retail_calc AS (
-        SELECT
-          date_val,
-          date_val AS retail_date,
-          '2025' AS retail_year_name,
-          (day_offset / 7) + 1 AS retail_week,
-          -- Group of months 4-5-4 (13 weeks = 3 months)
-          ((day_offset / 7) / 13) + 1 AS retail_quarter,
-          (day_offset / 7) % 13 AS week_in_quarter,
-          DATE '2025-02-02' AS retail_year_begin_date
-        FROM base
+      WITH base AS (SELECT gs.n - 1                       AS day_offset,
+                           DATE '2024-02-04' + (gs.n - 1) AS date_val
+                    FROM generate_series(1, 728) AS gs(n)
       ),
-      final AS (
-        SELECT
-          date_val,
-          retail_date,
-          retail_year_name,
-          ('Retail Month ' || ((retail_quarter - 1) * 3 +
-            CASE
-              WHEN week_in_quarter < 4 THEN 1
-              WHEN week_in_quarter < 9 THEN 2
-              ELSE 3
-            END)) AS retail_month_long_name,
-          ('WK' || LPAD(retail_week::text, 2, '0')) AS retail_week_name,
-          retail_year_begin_date,
-          ('Q' || retail_quarter || ' 2025') AS retail_quarter_year,
-          (SELECT MIN(date_val) FROM retail_calc r2
-           WHERE r2.retail_quarter = r.retail_quarter
-             AND CASE
-                   WHEN week_in_quarter < 4 THEN 1
-                   WHEN week_in_quarter < 9 THEN 2
-                   ELSE 3
-                 END =
-                 CASE
-                   WHEN r.week_in_quarter < 4 THEN 1
-                   WHEN r.week_in_quarter < 9 THEN 2
-                   ELSE 3
-                 END
-          ) AS retail_month_begin_date,
-          date_val - (extract(dow from date_val)::int) AS retail_week_begin_date,
-          ('2025-WK' || LPAD(retail_week::text, 2, '0')) AS retail_year_week
-        FROM retail_calc r
-      )
+           retail_calc AS (SELECT date_val,
+                                  date_val                      AS retail_date,
+
+                                  CASE
+                                      WHEN day_offset < 364 THEN '2024'
+                                      ELSE '2025'
+                                      END                       AS retail_year_name,
+
+                                  (day_offset % 364)            AS day_of_retail_year,
+                                  ((day_offset % 364) / 7) + 1  AS retail_week,
+                                  ((day_offset % 364) / 91) + 1 AS retail_quarter,
+                                  ((day_offset % 364) / 7) % 13 AS week_in_quarter,
+
+                                  DATE '2024-02-04' + CASE
+                                                          WHEN day_offset < 364 THEN 0
+                                                          ELSE 364
+                                      END                       AS retail_year_begin_date,
+
+                                  ((day_offset / 7) / 13) * 3 +
+                                  CASE
+                                      WHEN ((day_offset / 7) % 13) < 4 THEN 1
+                                      WHEN ((day_offset / 7) % 13) < 9 THEN 2
+                                      ELSE 3
+                                      END                       AS global_month,
+
+                                  ((day_offset / 7) / 13) + 1   AS global_quarter,
+                                  day_offset + 1                AS global_day_number,
+
+                                  ((day_offset / 7) / 13) * 3 +
+                                  CASE
+                                      WHEN ((day_offset / 7) % 13) < 4 THEN 1
+                                      WHEN ((day_offset / 7) % 13) < 9 THEN 2
+                                      ELSE 3
+                                      END - CASE
+                                                WHEN day_offset < 364 THEN 0
+                                                ELSE 12
+                                      END                       AS retail_month_in_year,
+
+                                  row_number() OVER (
+                                      PARTITION BY
+                                          ((day_offset / 7) / 13) * 3 +
+                                          CASE
+                                              WHEN ((day_offset / 7) % 13) < 4 THEN 1
+                                              WHEN ((day_offset / 7) % 13) < 9 THEN 2
+                                              ELSE 3
+                                              END
+                                      ORDER BY date_val
+                                      )                         AS day_in_retail_month,
+
+                                  row_number() OVER (
+                                      PARTITION BY ((day_offset / 7) / 13) + 1
+                                      ORDER BY date_val
+                                      )                         AS day_in_retail_quarter,
+
+                                  row_number() OVER (
+                                      ORDER BY date_val
+                                      )                         AS day_in_retail_year
+                           FROM base),
+           final AS (SELECT r.date_val::timestamp,
+                            r.retail_date::timestamp,
+                            r.retail_year_name,
+                            ('Retail Month ' || r.retail_month_in_year)                        AS retail_month_long_name,
+                            ('WK' || LPAD(r.retail_week::text, 2, '0'))                        AS retail_week_name,
+                            r.retail_year_begin_date,
+                            ('Q' || r.retail_quarter || ' ' || r.retail_year_name)             AS retail_quarter_year,
+
+                            (SELECT MIN(date_val)
+                             FROM retail_calc r2
+                             WHERE r2.global_month = r.global_month
+                               AND r2.day_in_retail_month = 1)                                 AS retail_month_begin_date,
+
+                            r.date_val - (extract(dow from r.date_val)::int)                   AS retail_week_begin_date,
+                            (r.retail_year_name || '-WK' || LPAD(r.retail_week::text, 2, '0')) AS retail_year_week,
+
+                            r_prev_month.date_val::timestamp                                   AS retail_date_prev_month,
+                            r_prev_quarter.date_val::timestamp                                 AS retail_date_prev_quarter,
+                            r_prev_year.date_val::timestamp                                    AS retail_date_prev_year
+
+                     FROM retail_calc r
+                              LEFT JOIN retail_calc r_prev_month
+                                        ON r_prev_month.global_month = r.global_month - 1
+                                            AND r_prev_month.day_in_retail_month = r.day_in_retail_month
+                              LEFT JOIN retail_calc r_prev_quarter
+                                        ON r_prev_quarter.global_quarter = r.global_quarter - 1
+                                            AND r_prev_quarter.day_in_retail_quarter = r.day_in_retail_quarter
+                              LEFT JOIN retail_calc r_prev_year
+                                        ON r_prev_year.global_day_number = r.global_day_number - 364)
       SELECT *
       FROM final
       ORDER BY date_val
@@ -151,16 +218,16 @@ cubes:
 
         granularities:
           - name: year
-            sql: "{CUBE.retail_year_begin_date}"
+            sql: "{CUBE}.retail_year_begin_date"
 
           - name: quarter
-            sql: "{CUBE.retail_quarter_year}"
+            sql: "{CUBE}.retail_quarter_year"
 
-          - name: month
-            sql: "{CUBE.retail_month_begin_date}"
+#          - name: month
+#            sql: "{CUBE}.retail_month_begin_date"
 
           - name: week
-            sql: "{CUBE.retail_week_begin_date}"
+            sql: "{CUBE}.retail_week_begin_date"
 
             # Casually defining custom granularities should also work.
             # While maybe not very sound from a business standpoint,
@@ -169,6 +236,19 @@ cubes:
             interval: 2 week
             origin: "2025-01-01"
 
+        time_shift:
+          - interval: 1 month
+            type: prior
+            sql: "{CUBE}.retail_date_prev_month"
+
+          - interval: 1 quarter
+            type: prior
+            sql: "{CUBE}.retail_date_prev_quarter"
+
+          - interval: 1 year
+            type: prior
+            sql: "{CUBE}.retail_date_prev_year"
+
       - name: retail_year
         sql: "{CUBE}.retail_year_name"
         type: string
@@ -230,12 +310,12 @@ cubes:
     timeDimensions: [{
       dimension: 'custom_calendar.retail_date',
       granularity: 'year',
-      dateRange: ['2025-02-01', '2026-03-01']
+      dateRange: ['2025-02-02', '2026-02-01']
     }],
     order: [{ id: 'custom_calendar.retail_date' }]
   }, [
     {
-      calendar_orders__count: '36',
+      calendar_orders__count: '37',
       custom_calendar__retail_date_year: '2025-02-02T00:00:00.000Z',
     }
   ]));
@@ -245,54 +325,54 @@ cubes:
     timeDimensions: [{
       dimension: 'custom_calendar.retail_date',
       granularity: 'month',
-      dateRange: ['2025-02-01', '2026-03-01']
+      dateRange: ['2025-02-02', '2026-02-01']
     }],
     order: [{ id: 'custom_calendar.retail_date' }]
   }, [
     {
       calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-02-02T00:00:00.000Z',
+      custom_calendar__retail_date_month: '2025-02-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '4',
-      custom_calendar__retail_date_month: '2025-03-02T00:00:00.000Z',
+      calendar_orders__count: '3',
+      custom_calendar__retail_date_month: '2025-03-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '4',
-      custom_calendar__retail_date_month: '2025-04-06T00:00:00.000Z',
+      calendar_orders__count: '3',
+      custom_calendar__retail_date_month: '2025-04-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '4',
-      custom_calendar__retail_date_month: '2025-05-04T00:00:00.000Z',
+      calendar_orders__count: '3',
+      custom_calendar__retail_date_month: '2025-05-01T00:00:00.000Z',
     },
     {
       calendar_orders__count: '4',
       custom_calendar__retail_date_month: '2025-06-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '2',
-      custom_calendar__retail_date_month: '2025-07-06T00:00:00.000Z',
+      calendar_orders__count: '4',
+      custom_calendar__retail_date_month: '2025-07-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-08-03T00:00:00.000Z',
+      calendar_orders__count: '4',
+      custom_calendar__retail_date_month: '2025-08-01T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-08-31T00:00:00.000Z',
+      calendar_orders__count: '4',
+      custom_calendar__retail_date_month: '2025-09-01T00:00:00.000Z',
     },
     {
       calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-10-05T00:00:00.000Z',
+      custom_calendar__retail_date_month: '2025-10-01T00:00:00.000Z',
     },
     {
       calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-11-02T00:00:00.000Z',
+      custom_calendar__retail_date_month: '2025-11-01T00:00:00.000Z',
     },
     {
       calendar_orders__count: '3',
-      custom_calendar__retail_date_month: '2025-11-30T00:00:00.000Z',
-    }
+      custom_calendar__retail_date_month: '2025-12-01T00:00:00.000Z',
+    },
   ]));
 
   it('Count by retail week', async () => runQueryTest({
@@ -300,7 +380,7 @@ cubes:
     timeDimensions: [{
       dimension: 'custom_calendar.retail_date',
       granularity: 'week',
-      dateRange: ['2025-02-01', '2025-04-01']
+      dateRange: ['2025-02-02', '2025-04-01']
     }],
     order: [{ id: 'custom_calendar.retail_date' }]
   }, [
@@ -318,7 +398,7 @@ cubes:
     },
     {
       calendar_orders__count: '1',
-      custom_calendar__retail_date_week: '2025-03-02T00:00:00.000Z',
+      custom_calendar__retail_date_week: '2025-02-23T00:00:00.000Z',
     },
     {
       calendar_orders__count: '1',
@@ -330,8 +410,8 @@ cubes:
     },
     {
       calendar_orders__count: '1',
-      custom_calendar__retail_date_week: '2025-03-23T00:00:00.000Z',
-    }
+      custom_calendar__retail_date_week: '2025-03-30T00:00:00.000Z',
+    },
   ]));
 
   it('Count by fortnight custom granularity', async () => runQueryTest({
@@ -339,25 +419,244 @@ cubes:
     timeDimensions: [{
       dimension: 'custom_calendar.retail_date',
       granularity: 'fortnight',
-      dateRange: ['2025-02-01', '2025-04-01']
+      dateRange: ['2025-02-02', '2025-04-01']
     }],
     order: [{ id: 'custom_calendar.retail_date' }]
   }, [
     {
-      calendar_orders__count: '2',
+      calendar_orders__count: '1',
       custom_calendar__retail_date_fortnight: '2025-01-29T00:00:00.000Z', // Notice it starts on 2025-01-29, not 2025-02-01
     },
     {
-      calendar_orders__count: '1',
+      calendar_orders__count: '2',
       custom_calendar__retail_date_fortnight: '2025-02-12T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '1',
+      calendar_orders__count: '2',
       custom_calendar__retail_date_fortnight: '2025-02-26T00:00:00.000Z',
     },
     {
-      calendar_orders__count: '3',
+      calendar_orders__count: '1',
       custom_calendar__retail_date_fortnight: '2025-03-12T00:00:00.000Z',
-    }
+    },
+    {
+      calendar_orders__count: '1',
+      custom_calendar__retail_date_fortnight: '2025-03-26T00:00:00.000Z',
+    },
   ]));
+
+  describe('Time-shifts', () => {
+    it('Count shifted by retail year (custom shift + custom granularity)', async () => runQueryTest({
+      measures: ['calendar_orders.count', 'calendar_orders.count_shifted_calendar_y'],
+      timeDimensions: [{
+        dimension: 'custom_calendar.retail_date',
+        granularity: 'year',
+        dateRange: ['2025-02-02', '2026-02-01']
+      }],
+      order: [{ id: 'custom_calendar.retail_date' }]
+    }, [
+      {
+        calendar_orders__count: '37',
+        calendar_orders__count_shifted_calendar_y: '39',
+        custom_calendar__retail_date_year: '2025-02-02T00:00:00.000Z',
+      },
+    ]));
+
+    it('Count shifted by retail month (custom shift  common granularity)', async () => runQueryTest({
+      measures: ['calendar_orders.count', 'calendar_orders.count_shifted_calendar_m'],
+      timeDimensions: [{
+        dimension: 'custom_calendar.retail_date',
+        granularity: 'month',
+        dateRange: ['2025-02-02', '2026-02-01']
+      }],
+      order: [{ id: 'custom_calendar.retail_date' }]
+    }, [
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '3',
+        custom_calendar__retail_date_month: '2025-02-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '4',
+        custom_calendar__retail_date_month: '2025-03-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '2',
+        custom_calendar__retail_date_month: '2025-04-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '2',
+        custom_calendar__retail_date_month: '2025-05-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '4',
+        calendar_orders__count_shifted_calendar_m: '3',
+        custom_calendar__retail_date_month: '2025-06-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '4',
+        calendar_orders__count_shifted_calendar_m: '4',
+        custom_calendar__retail_date_month: '2025-07-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '4',
+        calendar_orders__count_shifted_calendar_m: '4',
+        custom_calendar__retail_date_month: '2025-08-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '4',
+        calendar_orders__count_shifted_calendar_m: '3',
+        custom_calendar__retail_date_month: '2025-09-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '4',
+        custom_calendar__retail_date_month: '2025-10-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '3',
+        custom_calendar__retail_date_month: '2025-11-01T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '3',
+        calendar_orders__count_shifted_calendar_m: '3',
+        custom_calendar__retail_date_month: '2025-12-01T00:00:00.000Z',
+      },
+    ]));
+
+    it('Count shifted by retail week (common shift  custom granularity)', async () => runQueryTest({
+      measures: ['calendar_orders.count', 'calendar_orders.count_shifted_calendar_w'],
+      timeDimensions: [{
+        dimension: 'custom_calendar.retail_date',
+        granularity: 'week',
+        dateRange: ['2025-02-02', '2026-02-01']
+      }],
+      order: [{ id: 'custom_calendar.retail_date' }]
+    }, [
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-02-09T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-02-16T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-02-23T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-03-16T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-04-06T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-04-13T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-05-11T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-05-18T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-06-08T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-06-15T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-06-22T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-06-29T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '2',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-07-20T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '2',
+        custom_calendar__retail_date_week: '2025-07-27T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-08-03T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-08-10T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-08-17T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '2',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-09-07T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '2',
+        custom_calendar__retail_date_week: '2025-09-14T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-10-12T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-10-19T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-11-23T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-11-30T00:00:00.000Z',
+      },
+      {
+        calendar_orders__count: '1',
+        calendar_orders__count_shifted_calendar_w: '1',
+        custom_calendar__retail_date_week: '2025-12-21T00:00:00.000Z',
+      },
+    ]));
+  });
 });
diff --git a/packages/cubejs-schema-compiler/test/unit/__snapshots__/schema.test.ts.snap b/packages/cubejs-schema-compiler/test/unit/__snapshots__/schema.test.ts.snap
index 5857397186fc4..0ffe9c8cc20c4 100644
--- a/packages/cubejs-schema-compiler/test/unit/__snapshots__/schema.test.ts.snap
+++ b/packages/cubejs-schema-compiler/test/unit/__snapshots__/schema.test.ts.snap
@@ -80,8 +80,40 @@ Object {
       },
       "ownedByCube": true,
       "sql": [Function],
+      "timeShift": Array [
+        Object {
+          "interval": "1 month",
+          "sql": [Function],
+          "type": "prior",
+        },
+        Object {
+          "interval": "1 year",
+          "sql": [Function],
+          "type": "prior",
+        },
+        Object {
+          "interval": "2 year",
+          "sql": [Function],
+          "type": "prior",
+        },
+      ],
       "type": "time",
     },
+    "retail_date_prev_month": Object {
+      "ownedByCube": true,
+      "sql": [Function],
+      "type": "string",
+    },
+    "retail_date_prev_prev_year": Object {
+      "ownedByCube": true,
+      "sql": [Function],
+      "type": "string",
+    },
+    "retail_date_prev_year": Object {
+      "ownedByCube": true,
+      "sql": [Function],
+      "type": "string",
+    },
     "retail_month_begin_date": Object {
       "ownedByCube": true,
       "sql": [Function],
@@ -232,6 +264,38 @@ Object {
           "sql": [Function],
         },
       },
+      "ownedByCube": true,
+      "sql": [Function],
+      "timeShift": Array [
+        Object {
+          "interval": "1 month",
+          "sql": [Function],
+          "type": "prior",
+        },
+        Object {
+          "interval": "1 year",
+          "sql": [Function],
+          "type": "prior",
+        },
+        Object {
+          "interval": "2 year",
+          "sql": [Function],
+          "type": "prior",
+        },
+      ],
+      "type": "time",
+    },
+    "retail_date_prev_month": Object {
+      "ownedByCube": true,
+      "sql": [Function],
+      "type": "time",
+    },
+    "retail_date_prev_prev_year": Object {
+      "ownedByCube": true,
+      "sql": [Function],
+      "type": "time",
+    },
+    "retail_date_prev_year": Object {
       "ownedByCube": true,
       "sql": [Function],
       "type": "time",
diff --git a/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.js b/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.js
index 395e251a3ec36..78f434a20fdfe 100644
--- a/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.js
+++ b/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.js
@@ -33,7 +33,24 @@ cube(`custom_calendar_js`, {
         year: {
           sql: `{CUBE.retail_year_begin_date}`,
         }
-      }
+      },
+      timeShift: [
+          {
+              interval: '1 month',
+              type: 'prior',
+              sql: `{CUBE.retail_date_prev_month}`,
+          },
+          {
+              interval: '1 year',
+              type: 'prior',
+              sql: `{CUBE.retail_date_prev_year}`,
+          },
+          {
+              interval: '2 year',
+              type: 'prior',
+              sql: `{CUBE.retail_date_prev_prev_year}`,
+          }
+      ]
     },
 
     retail_year: {
@@ -86,6 +103,21 @@ cube(`custom_calendar_js`, {
       type: `string`
     },
 
+    retail_date_prev_month: {
+      sql: `retail_date_prev_month`,
+      type: `string`
+    },
+
+    retail_date_prev_year: {
+      sql: `retail_date_prev_year`,
+      type: `string`
+    },
+
+    retail_date_prev_prev_year: {
+      sql: `retail_date_prev_prev_year`,
+      type: `string`
+    },
+
     fiscal_year: {
       sql: `fiscal_year`,
       type: `string`
diff --git a/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.yml b/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.yml
index dee8571c0ac67..aa0a2271a8629 100644
--- a/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.yml
+++ b/packages/cubejs-schema-compiler/test/unit/fixtures/custom_calendar.yml
@@ -37,6 +37,23 @@ cubes:
             interval: 2 week
             origin: "2025-01-01"
 
+        # This is similar to the syntax shown above for custom granularities.
+        # New `time_shift` parameter is introduced for time dimensions,
+        # with `interval`, `type`, and `sql` parameters
+        time_shift:
+          - interval: 1 month
+            type: prior
+            sql: "{CUBE.retail_date_prev_month}"
+
+          - interval: 1 year
+            type: prior
+            sql: "{CUBE.retail_date_prev_year}"
+
+          # All needed intervals should be defined explicitly
+          - interval: 2 year
+            type: prior
+            sql: "{CUBE.retail_date_prev_prev_year}"
+
       - name: retail_year
         sql: "{CUBE}.retail_year_name"
         type: string
@@ -77,6 +94,18 @@ cubes:
         sql: "{CUBE}.retail_week_in_month"
         type: string
 
+      - name: retail_date_prev_month
+        sql: "{CUBE}.retail_date_prev_month"
+        type: time
+
+      - name: retail_date_prev_year
+        sql: "{CUBE}.retail_date_prev_year"
+        type: time
+
+      - name: retail_date_prev_prev_year
+        sql: "{CUBE}.retail_date_prev_prev_year"
+        type: time
+
     ##### Fiscal Dates ####
 
       - name: fiscal_year
diff --git a/packages/cubejs-server-core/CHANGELOG.md b/packages/cubejs-server-core/CHANGELOG.md
index b85ad42f93257..6057a060e1da6 100644
--- a/packages/cubejs-server-core/CHANGELOG.md
+++ b/packages/cubejs-server-core/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/server-core
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/server-core
diff --git a/packages/cubejs-server-core/package.json b/packages/cubejs-server-core/package.json
index 08a9dd91cf154..c66287841ef7d 100644
--- a/packages/cubejs-server-core/package.json
+++ b/packages/cubejs-server-core/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/server-core",
   "description": "Cube.js base component to wire all backend components together",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -29,14 +29,14 @@
     "unit": "jest --runInBand --forceExit --coverage dist/test"
   },
   "dependencies": {
-    "@cubejs-backend/api-gateway": "1.3.35",
-    "@cubejs-backend/cloud": "1.3.35",
+    "@cubejs-backend/api-gateway": "1.3.36",
+    "@cubejs-backend/cloud": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/native": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
-    "@cubejs-backend/templates": "1.3.35",
+    "@cubejs-backend/native": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
+    "@cubejs-backend/templates": "1.3.36",
     "codesandbox-import-utils": "^2.1.12",
     "cross-spawn": "^7.0.1",
     "fs-extra": "^8.1.0",
@@ -59,9 +59,9 @@
     "ws": "^7.5.3"
   },
   "devDependencies": {
-    "@cubejs-backend/cubestore-driver": "1.3.35",
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-client/playground": "1.3.35",
+    "@cubejs-backend/cubestore-driver": "1.3.36",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-client/playground": "1.3.36",
     "@types/cross-spawn": "^6.0.2",
     "@types/express": "^4.17.21",
     "@types/fs-extra": "^9.0.8",
diff --git a/packages/cubejs-server/CHANGELOG.md b/packages/cubejs-server/CHANGELOG.md
index f2acef07765ac..2b195c9fd6946 100644
--- a/packages/cubejs-server/CHANGELOG.md
+++ b/packages/cubejs-server/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/server
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/server
diff --git a/packages/cubejs-server/package.json b/packages/cubejs-server/package.json
index 72bf319431169..0bb999b4b4c6b 100644
--- a/packages/cubejs-server/package.json
+++ b/packages/cubejs-server/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/server",
   "description": "Cube.js all-in-one server",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "types": "index.d.ts",
   "repository": {
     "type": "git",
@@ -40,11 +40,11 @@
     "jest:shapshot": "jest --updateSnapshot test"
   },
   "dependencies": {
-    "@cubejs-backend/cubestore-driver": "1.3.35",
+    "@cubejs-backend/cubestore-driver": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/native": "1.3.35",
-    "@cubejs-backend/server-core": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/native": "1.3.36",
+    "@cubejs-backend/server-core": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@oclif/color": "^1.0.0",
     "@oclif/command": "^1.8.13",
     "@oclif/config": "^1.18.2",
@@ -61,8 +61,8 @@
     "ws": "^7.1.2"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
     "@oclif/dev-cli": "^1.23.1",
     "@types/body-parser": "^1.19.0",
     "@types/cors": "^2.8.8",
diff --git a/packages/cubejs-snowflake-driver/CHANGELOG.md b/packages/cubejs-snowflake-driver/CHANGELOG.md
index 07503232aed29..dc51d489eba96 100644
--- a/packages/cubejs-snowflake-driver/CHANGELOG.md
+++ b/packages/cubejs-snowflake-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/snowflake-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Features
diff --git a/packages/cubejs-snowflake-driver/package.json b/packages/cubejs-snowflake-driver/package.json
index 2dcf217d1848c..1af696e828604 100644
--- a/packages/cubejs-snowflake-driver/package.json
+++ b/packages/cubejs-snowflake-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/snowflake-driver",
   "description": "Cube.js Snowflake database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -25,8 +25,8 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "date-fns-timezone": "^0.1.4",
     "snowflake-sdk": "^2.0.3"
   },
@@ -38,7 +38,7 @@
     "extends": "../cubejs-linter"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "typescript": "~5.2.2"
   }
 }
diff --git a/packages/cubejs-sqlite-driver/CHANGELOG.md b/packages/cubejs-sqlite-driver/CHANGELOG.md
index 3d107fbc06d3a..522b579048b6e 100644
--- a/packages/cubejs-sqlite-driver/CHANGELOG.md
+++ b/packages/cubejs-sqlite-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/sqlite-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/sqlite-driver
diff --git a/packages/cubejs-sqlite-driver/package.json b/packages/cubejs-sqlite-driver/package.json
index f374762fb41de..5fe1564a30ce5 100644
--- a/packages/cubejs-sqlite-driver/package.json
+++ b/packages/cubejs-sqlite-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/sqlite-driver",
   "description": "Cube.js Sqlite database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -17,13 +17,13 @@
     "lint": "eslint **/*.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "sqlite3": "^5.1.7"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35"
+    "@cubejs-backend/linter": "1.3.36"
   },
   "publishConfig": {
     "access": "public"
diff --git a/packages/cubejs-templates/CHANGELOG.md b/packages/cubejs-templates/CHANGELOG.md
index 017ea1d2976df..61145dd48bf5b 100644
--- a/packages/cubejs-templates/CHANGELOG.md
+++ b/packages/cubejs-templates/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/templates
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/templates
diff --git a/packages/cubejs-templates/package.json b/packages/cubejs-templates/package.json
index 14f5133bf8231..e4fe559f8fe20 100644
--- a/packages/cubejs-templates/package.json
+++ b/packages/cubejs-templates/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/templates",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js Templates helpers",
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
@@ -26,7 +26,7 @@
     "extends": "../cubejs-linter"
   },
   "dependencies": {
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "cross-spawn": "^7.0.3",
     "decompress": "^4.2.1",
     "decompress-targz": "^4.1.1",
@@ -36,7 +36,7 @@
     "source-map-support": "^0.5.19"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "typescript": "~5.2.2"
   }
 }
diff --git a/packages/cubejs-testing-drivers/CHANGELOG.md b/packages/cubejs-testing-drivers/CHANGELOG.md
index 1e5aec02fe6cf..2fdb209d565cf 100644
--- a/packages/cubejs-testing-drivers/CHANGELOG.md
+++ b/packages/cubejs-testing-drivers/CHANGELOG.md
@@ -3,6 +3,12 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Features
+
+- **tesseract:** Rolling window with custom granularities without date range ([#9762](https://github.com/cube-js/cube/issues/9762)) ([d81c57d](https://github.com/cube-js/cube/commit/d81c57db80e96a211c1d12a67b06cefd868e111e))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/testing-drivers
diff --git a/packages/cubejs-testing-drivers/fixtures/athena.json b/packages/cubejs-testing-drivers/fixtures/athena.json
index 11ed669c88937..9b30cfacff973 100644
--- a/packages/cubejs-testing-drivers/fixtures/athena.json
+++ b/packages/cubejs-testing-drivers/fixtures/athena.json
@@ -149,6 +149,7 @@
     "querying BigECommerce: rolling window YTD without date range",
     "week granularity is not supported for intervals",
     "querying BigECommerce: rolling window by 2 week",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "Custom Granularities                   ",
@@ -185,9 +186,6 @@
     "querying custom granularities ECommerce: count by three_months_by_march + dimension",
     "querying custom granularities (with preaggregation) ECommerce: totalQuantity by half_year + no dimension",
     "querying custom granularities (with preaggregation) ECommerce: totalQuantity by half_year + dimension",
-    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByUnbounded",
-    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByTrailing",
-    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading",
     "pre-aggregations Customers: running total without time dimension",
     "querying BigECommerce: totalProfitYearAgo",
     "SQL API: post-aggregate percentage of total",
diff --git a/packages/cubejs-testing-drivers/fixtures/bigquery.json b/packages/cubejs-testing-drivers/fixtures/bigquery.json
index 9624a5c1fec98..0defe94516aa8 100644
--- a/packages/cubejs-testing-drivers/fixtures/bigquery.json
+++ b/packages/cubejs-testing-drivers/fixtures/bigquery.json
@@ -163,6 +163,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "SKIPPED SQL API (Need work)",
@@ -188,6 +189,7 @@
     "querying ECommerce: total quantity, avg discount, total sales, total profit by product + order + total -- rounding in athena",
     "querying ECommerce: total sales, total profit by month + order (date) + total -- doesn't work with the BigQuery",
     "querying ECommerce: total quantity, avg discount, total sales, total profit by product + order + total -- noisy test",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
     "querying BigECommerce: null sum",
     "querying BigECommerce: null boolean",
     "querying BigECommerce: rolling window by 2 day without date range",
diff --git a/packages/cubejs-testing-drivers/fixtures/clickhouse.json b/packages/cubejs-testing-drivers/fixtures/clickhouse.json
index 292008f58f6a7..8ce44e3bf905e 100644
--- a/packages/cubejs-testing-drivers/fixtures/clickhouse.json
+++ b/packages/cubejs-testing-drivers/fixtures/clickhouse.json
@@ -200,6 +200,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "Custom Granularities                   ",
diff --git a/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json b/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
index 75c855a0a9063..13a0605c5d852 100644
--- a/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
+++ b/packages/cubejs-testing-drivers/fixtures/databricks-jdbc.json
@@ -216,6 +216,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "Custom Granularities                   ",
diff --git a/packages/cubejs-testing-drivers/fixtures/mssql.json b/packages/cubejs-testing-drivers/fixtures/mssql.json
index b4e5b3170787e..c2fef8fcb97d4 100644
--- a/packages/cubejs-testing-drivers/fixtures/mssql.json
+++ b/packages/cubejs-testing-drivers/fixtures/mssql.json
@@ -142,6 +142,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "SKIPPED SQL API (Need work)",
diff --git a/packages/cubejs-testing-drivers/fixtures/mysql.json b/packages/cubejs-testing-drivers/fixtures/mysql.json
index 70c4e89d130d8..413226f28f5ba 100644
--- a/packages/cubejs-testing-drivers/fixtures/mysql.json
+++ b/packages/cubejs-testing-drivers/fixtures/mysql.json
@@ -138,6 +138,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "Custom Granularities                   ",
diff --git a/packages/cubejs-testing-drivers/fixtures/postgres.json b/packages/cubejs-testing-drivers/fixtures/postgres.json
index 68984c53407ca..068481dedbeba 100644
--- a/packages/cubejs-testing-drivers/fixtures/postgres.json
+++ b/packages/cubejs-testing-drivers/fixtures/postgres.json
@@ -162,7 +162,8 @@
     "---------------------------------------",
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
-    "querying BigECommerce: rolling window YTD without date range"
+    "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range"
   ],
   "tesseractSkip": [
     "querying Products: dimensions -- doesn't work wo ordering",
diff --git a/packages/cubejs-testing-drivers/fixtures/redshift.json b/packages/cubejs-testing-drivers/fixtures/redshift.json
index 2181ec35dccc5..4807fc88d567b 100644
--- a/packages/cubejs-testing-drivers/fixtures/redshift.json
+++ b/packages/cubejs-testing-drivers/fixtures/redshift.json
@@ -174,6 +174,7 @@
     "querying BigECommerce: rolling window by 2 day without date range",
     "querying BigECommerce: rolling window by 2 month without date range",
     "querying BigECommerce: rolling window YTD without date range",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "SKIPPED SQL API (Need work)            ",
diff --git a/packages/cubejs-testing-drivers/fixtures/snowflake.json b/packages/cubejs-testing-drivers/fixtures/snowflake.json
index 3458b34fe334c..6e3d2dc65e2c7 100644
--- a/packages/cubejs-testing-drivers/fixtures/snowflake.json
+++ b/packages/cubejs-testing-drivers/fixtures/snowflake.json
@@ -232,6 +232,7 @@
     "querying ECommerce: total quantity, avg discount, total sales, total profit by product + order + total -- noisy test",
     "querying BigECommerce: null sum",
     "querying BigECommerce: null boolean",
+    "querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range",
 
     "---------------------------------------",
     "Requires Tesseract.                    ",
diff --git a/packages/cubejs-testing-drivers/package.json b/packages/cubejs-testing-drivers/package.json
index 757b4c6faa0cc..1730f8ca6d26c 100644
--- a/packages/cubejs-testing-drivers/package.json
+++ b/packages/cubejs-testing-drivers/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/testing-drivers",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js drivers test suite",
   "author": "Cube Dev, Inc.",
   "license": "MIT",
@@ -66,24 +66,24 @@
     "dist/src"
   ],
   "dependencies": {
-    "@cubejs-backend/athena-driver": "1.3.35",
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/bigquery-driver": "1.3.35",
-    "@cubejs-backend/clickhouse-driver": "1.3.35",
-    "@cubejs-backend/cubestore-driver": "1.3.35",
-    "@cubejs-backend/databricks-jdbc-driver": "1.3.35",
+    "@cubejs-backend/athena-driver": "1.3.36",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/bigquery-driver": "1.3.36",
+    "@cubejs-backend/clickhouse-driver": "1.3.36",
+    "@cubejs-backend/cubestore-driver": "1.3.36",
+    "@cubejs-backend/databricks-jdbc-driver": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/mssql-driver": "1.3.35",
-    "@cubejs-backend/mysql-driver": "1.3.35",
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
-    "@cubejs-backend/server-core": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
-    "@cubejs-backend/snowflake-driver": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
-    "@cubejs-client/core": "1.3.35",
-    "@cubejs-client/ws-transport": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/mssql-driver": "1.3.36",
+    "@cubejs-backend/mysql-driver": "1.3.36",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
+    "@cubejs-backend/server-core": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
+    "@cubejs-backend/snowflake-driver": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
+    "@cubejs-client/core": "1.3.36",
+    "@cubejs-client/ws-transport": "1.3.36",
     "@jest/globals": "^29",
     "@types/jest": "^29",
     "@types/node": "^20",
diff --git a/packages/cubejs-testing-drivers/src/tests/testQueries.ts b/packages/cubejs-testing-drivers/src/tests/testQueries.ts
index 65e77cd8f7904..af3adffb0ed59 100644
--- a/packages/cubejs-testing-drivers/src/tests/testQueries.ts
+++ b/packages/cubejs-testing-drivers/src/tests/testQueries.ts
@@ -1974,6 +1974,19 @@ export function testQueries(type: string, { includeIncrementalSchemaSuite, exten
       expect(response.rawData()).toMatchSnapshot();
     });
 
+    execute('querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range', async () => {
+      const response = await client.load({
+        measures: [
+          'ECommerce.rollingCountByLeading',
+        ],
+        timeDimensions: [{
+          dimension: 'ECommerce.customOrderDateNoPreAgg',
+          granularity: 'two_mo_by_feb',
+        }],
+      });
+      expect(response.rawData()).toMatchSnapshot();
+    });
+
     execute('querying custom granularities (with preaggregation) ECommerce: totalQuantity by half_year + no dimension', async () => {
       const response = await client.load({
         measures: [
diff --git a/packages/cubejs-testing-drivers/test/__snapshots__/athena-export-bucket-s3-full.test.ts.snap b/packages/cubejs-testing-drivers/test/__snapshots__/athena-export-bucket-s3-full.test.ts.snap
index 0386e57ffa1d1..a51e066219a71 100644
--- a/packages/cubejs-testing-drivers/test/__snapshots__/athena-export-bucket-s3-full.test.ts.snap
+++ b/packages/cubejs-testing-drivers/test/__snapshots__/athena-export-bucket-s3-full.test.ts.snap
@@ -9761,6 +9761,41 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/athena-driver querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range 1`] = `
+Array [
+  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/athena-driver querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByTrailing 1`] = `
 Array [
   Object {
diff --git a/packages/cubejs-testing-drivers/test/__snapshots__/postgres-full.test.ts.snap b/packages/cubejs-testing-drivers/test/__snapshots__/postgres-full.test.ts.snap
index 8aecfb381e798..10c36f86216c0 100644
--- a/packages/cubejs-testing-drivers/test/__snapshots__/postgres-full.test.ts.snap
+++ b/packages/cubejs-testing-drivers/test/__snapshots__/postgres-full.test.ts.snap
@@ -18465,6 +18465,46 @@ Array [
 ]
 `;
 
+exports[`Queries with the @cubejs-backend/postgres-driver querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByLeading without date range 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/postgres-driver querying custom granularities ECommerce: count by two_mo_by_feb + no dimension + rollingCountByTrailing 1`] = `
 Array [
   Object {
diff --git a/packages/cubejs-testing-shared/CHANGELOG.md b/packages/cubejs-testing-shared/CHANGELOG.md
index e244fd0a546f1..751cdf68e2549 100644
--- a/packages/cubejs-testing-shared/CHANGELOG.md
+++ b/packages/cubejs-testing-shared/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/testing-shared
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/testing-shared
diff --git a/packages/cubejs-testing-shared/package.json b/packages/cubejs-testing-shared/package.json
index bbca7d5708303..af86acb8b3704 100644
--- a/packages/cubejs-testing-shared/package.json
+++ b/packages/cubejs-testing-shared/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/testing-shared",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js Testing Helpers",
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
@@ -21,16 +21,16 @@
   ],
   "dependencies": {
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "@testcontainers/kafka": "~10.28.0",
     "dedent": "^0.7.0",
     "node-fetch": "^2.6.7",
     "testcontainers": "^10.28.0"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@jest/globals": "^29",
     "@types/dedent": "^0.7.0",
     "@types/jest": "^29",
diff --git a/packages/cubejs-testing/CHANGELOG.md b/packages/cubejs-testing/CHANGELOG.md
index 84fffb332ba29..75af443b317bb 100644
--- a/packages/cubejs-testing/CHANGELOG.md
+++ b/packages/cubejs-testing/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/testing
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/testing
diff --git a/packages/cubejs-testing/package.json b/packages/cubejs-testing/package.json
index 81fb52fd45007..a94c8d3fe128a 100644
--- a/packages/cubejs-testing/package.json
+++ b/packages/cubejs-testing/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/testing",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js e2e tests",
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
@@ -94,15 +94,15 @@
     "birdbox-fixtures"
   ],
   "dependencies": {
-    "@cubejs-backend/cubestore-driver": "1.3.35",
+    "@cubejs-backend/cubestore-driver": "1.3.36",
     "@cubejs-backend/dotenv": "^9.0.2",
-    "@cubejs-backend/ksql-driver": "1.3.35",
-    "@cubejs-backend/postgres-driver": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
-    "@cubejs-client/ws-transport": "1.3.35",
+    "@cubejs-backend/ksql-driver": "1.3.36",
+    "@cubejs-backend/postgres-driver": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
+    "@cubejs-client/ws-transport": "1.3.36",
     "dedent": "^0.7.0",
     "fs-extra": "^8.1.0",
     "http-proxy": "^1.18.1",
@@ -113,8 +113,8 @@
   },
   "devDependencies": {
     "@4tw/cypress-drag-drop": "^1.6.0",
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-client/core": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-client/core": "1.3.36",
     "@jest/globals": "^29",
     "@types/dedent": "^0.7.0",
     "@types/http-proxy": "^1.17.5",
diff --git a/packages/cubejs-trino-driver/CHANGELOG.md b/packages/cubejs-trino-driver/CHANGELOG.md
index fcb0b4e45e96b..4795073ec535d 100644
--- a/packages/cubejs-trino-driver/CHANGELOG.md
+++ b/packages/cubejs-trino-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/trino-driver
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/trino-driver
diff --git a/packages/cubejs-trino-driver/package.json b/packages/cubejs-trino-driver/package.json
index 0f6761aa97637..b1c4725eee7db 100644
--- a/packages/cubejs-trino-driver/package.json
+++ b/packages/cubejs-trino-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/trino-driver",
   "description": "Cube.js Trino database driver",
   "author": "Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.git",
@@ -27,10 +27,10 @@
     "lint:fix": "eslint --fix src/* --ext .ts"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/prestodb-driver": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/prestodb-driver": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
+    "@cubejs-backend/shared": "1.3.36",
     "node-fetch": "^2.6.1",
     "presto-client": "^1.1.0",
     "sqlstring": "^2.3.1"
@@ -40,7 +40,7 @@
     "access": "public"
   },
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "testcontainers": "^10.28.0",
diff --git a/packages/cubejs-vertica-driver/CHANGELOG.md b/packages/cubejs-vertica-driver/CHANGELOG.md
index 4143b2eec5624..1b66dfda97e2d 100644
--- a/packages/cubejs-vertica-driver/CHANGELOG.md
+++ b/packages/cubejs-vertica-driver/CHANGELOG.md
@@ -3,6 +3,10 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube.js/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+**Note:** Version bump only for package @cubejs-backend/vertica-driver
+
 ## [1.3.35](https://github.com/cube-js/cube.js/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/vertica-driver
diff --git a/packages/cubejs-vertica-driver/package.json b/packages/cubejs-vertica-driver/package.json
index 498fdf4bcaace..872a40d98806e 100644
--- a/packages/cubejs-vertica-driver/package.json
+++ b/packages/cubejs-vertica-driver/package.json
@@ -2,7 +2,7 @@
   "name": "@cubejs-backend/vertica-driver",
   "description": "Cube.js Vertica database driver",
   "author": "Eduard Karacharov, Tim Brown, Cube Dev, Inc.",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "repository": {
     "type": "git",
     "url": "https://github.com/cube-js/cube.js.git",
@@ -19,15 +19,15 @@
     "lint:fix": "eslint --fix **/*.js"
   },
   "dependencies": {
-    "@cubejs-backend/base-driver": "1.3.35",
-    "@cubejs-backend/query-orchestrator": "1.3.35",
-    "@cubejs-backend/schema-compiler": "1.3.35",
+    "@cubejs-backend/base-driver": "1.3.36",
+    "@cubejs-backend/query-orchestrator": "1.3.36",
+    "@cubejs-backend/schema-compiler": "1.3.36",
     "vertica-nodejs": "^1.0.3"
   },
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
-    "@cubejs-backend/testing-shared": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
+    "@cubejs-backend/testing-shared": "1.3.36",
     "@types/jest": "^29",
     "jest": "^29",
     "testcontainers": "^10.28.0"
diff --git a/rust/cubenativeutils/Cargo.lock b/rust/cubenativeutils/Cargo.lock
index d646a6d7a3f1a..9fbd818a0bd8b 100644
--- a/rust/cubenativeutils/Cargo.lock
+++ b/rust/cubenativeutils/Cargo.lock
@@ -623,7 +623,7 @@ dependencies = [
 [[package]]
 name = "cube-ext"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "chrono",
@@ -715,7 +715,7 @@ dependencies = [
 [[package]]
 name = "datafusion"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -748,7 +748,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "ordered-float 2.10.1",
@@ -759,7 +759,7 @@ dependencies = [
 [[package]]
 name = "datafusion-data-access"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "async-trait",
  "chrono",
@@ -772,7 +772,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -783,7 +783,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
diff --git a/rust/cubesql/CHANGELOG.md b/rust/cubesql/CHANGELOG.md
index bad8baf547057..50bb4fab819f2 100644
--- a/rust/cubesql/CHANGELOG.md
+++ b/rust/cubesql/CHANGELOG.md
@@ -3,6 +3,13 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Bug Fixes
+
+- **cubesql:** Fix adding missing columns for `ORDER BY` clause ([#9764](https://github.com/cube-js/cube/issues/9764)) ([185db54](https://github.com/cube-js/cube/commit/185db547e0c83c0e276c9a89618b4753c969dea7))
+- **cubesql:** Improve DBeaver compatibility ([#9769](https://github.com/cube-js/cube/issues/9769)) ([c206c90](https://github.com/cube-js/cube/commit/c206c901e9da14a230a2b358dfc4ea577adf9f49))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 ### Bug Fixes
diff --git a/rust/cubesql/Cargo.lock b/rust/cubesql/Cargo.lock
index cbd2cb0f20aea..1681340c2bb7a 100644
--- a/rust/cubesql/Cargo.lock
+++ b/rust/cubesql/Cargo.lock
@@ -722,7 +722,7 @@ dependencies = [
 [[package]]
 name = "cube-ext"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "chrono",
@@ -846,7 +846,7 @@ dependencies = [
 [[package]]
 name = "datafusion"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -879,7 +879,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "ordered-float 2.10.0",
@@ -890,7 +890,7 @@ dependencies = [
 [[package]]
 name = "datafusion-data-access"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "async-trait",
  "chrono",
@@ -903,7 +903,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -914,7 +914,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
diff --git a/rust/cubesql/cubesql/Cargo.toml b/rust/cubesql/cubesql/Cargo.toml
index 345481df952f0..f23b5d9aaf933 100644
--- a/rust/cubesql/cubesql/Cargo.toml
+++ b/rust/cubesql/cubesql/Cargo.toml
@@ -10,7 +10,7 @@ homepage = "https://cube.dev"
 
 [dependencies]
 arc-swap = "1"
-datafusion = { git = 'https://github.com/cube-js/arrow-datafusion.git', rev = "637003a448a98bbc5e1585d0f01cc19ba9d50668", default-features = false, features = [
+datafusion = { git = 'https://github.com/cube-js/arrow-datafusion.git', rev = "7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6", default-features = false, features = [
     "regex_expressions",
     "unicode_expressions",
 ] }
diff --git a/rust/cubesql/cubesql/src/compile/engine/context_postgresql.rs b/rust/cubesql/cubesql/src/compile/engine/context_postgresql.rs
index 06770f57c3243..b7952f7d32b18 100644
--- a/rust/cubesql/cubesql/src/compile/engine/context_postgresql.rs
+++ b/rust/cubesql/cubesql/src/compile/engine/context_postgresql.rs
@@ -23,9 +23,9 @@ use super::information_schema::postgres::{
     PgCatalogIndexProvider, PgCatalogInheritsProvider, PgCatalogMatviewsProvider,
     PgCatalogNamespaceProvider, PgCatalogPartitionedTableProvider, PgCatalogProcProvider,
     PgCatalogRangeProvider, PgCatalogRolesProvider, PgCatalogSequenceProvider,
-    PgCatalogSettingsProvider, PgCatalogStatActivityProvider, PgCatalogStatUserTablesProvider,
-    PgCatalogStatioUserTablesProvider, PgCatalogStatsProvider, PgCatalogTableProvider,
-    PgCatalogTypeProvider, PgCatalogUserProvider, PgCatalogViewsProvider,
+    PgCatalogSettingsProvider, PgCatalogShdescriptionProvider, PgCatalogStatActivityProvider,
+    PgCatalogStatUserTablesProvider, PgCatalogStatioUserTablesProvider, PgCatalogStatsProvider,
+    PgCatalogTableProvider, PgCatalogTypeProvider, PgCatalogUserProvider, PgCatalogViewsProvider,
     PgPreparedStatementsProvider,
 };
 use crate::{
@@ -136,6 +136,8 @@ impl DatabaseProtocol {
             "pg_catalog.pg_views".to_string()
         } else if let Some(_) = any.downcast_ref::<PgCatalogStatUserTablesProvider>() {
             "pg_catalog.pg_stat_user_tables".to_string()
+        } else if let Some(_) = any.downcast_ref::<PgCatalogShdescriptionProvider>() {
+            "pg_catalog.pg_shdescription".to_string()
         } else if let Some(_) = any.downcast_ref::<RedshiftPgExternalSchemaProvider>() {
             "pg_catalog.pg_external_schema".to_string()
         } else if let Some(_) = any.downcast_ref::<RedshiftSvvTablesTableProvider>() {
@@ -401,6 +403,7 @@ impl DatabaseProtocol {
                         &context.meta.tables,
                     )))
                 }
+                "pg_shdescription" => return Some(Arc::new(PgCatalogShdescriptionProvider::new())),
                 "pg_external_schema" => {
                     return Some(Arc::new(RedshiftPgExternalSchemaProvider::new()))
                 }
diff --git a/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/mod.rs b/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/mod.rs
index 2ca1bf2b5d36a..9b5e52bd30a67 100644
--- a/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/mod.rs
+++ b/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/mod.rs
@@ -34,6 +34,7 @@ mod pg_range;
 mod pg_roles;
 mod pg_sequence;
 mod pg_settings;
+mod pg_shdescription;
 mod pg_stat_activity;
 mod pg_stat_user_tables;
 mod pg_statio_user_tables;
@@ -69,6 +70,7 @@ pub use pg_range::*;
 pub use pg_roles::*;
 pub use pg_sequence::*;
 pub use pg_settings::*;
+pub use pg_shdescription::*;
 pub use pg_stat_activity::*;
 pub use pg_stat_user_tables::*;
 pub use pg_statio_user_tables::*;
diff --git a/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/pg_shdescription.rs b/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/pg_shdescription.rs
new file mode 100644
index 0000000000000..5b8d0997b99cd
--- /dev/null
+++ b/rust/cubesql/cubesql/src/compile/engine/information_schema/postgres/pg_shdescription.rs
@@ -0,0 +1,97 @@
+use std::{any::Any, sync::Arc};
+
+use async_trait::async_trait;
+
+use datafusion::{
+    arrow::{
+        array::{Array, ArrayRef, StringBuilder, UInt32Builder},
+        datatypes::{DataType, Field, Schema, SchemaRef},
+        record_batch::RecordBatch,
+    },
+    datasource::{datasource::TableProviderFilterPushDown, TableProvider, TableType},
+    error::DataFusionError,
+    logical_plan::Expr,
+    physical_plan::{memory::MemoryExec, ExecutionPlan},
+};
+
+struct PgCatalogShdescriptionBuilder {
+    objoid: UInt32Builder,
+    classoid: UInt32Builder,
+    description: StringBuilder,
+}
+
+impl PgCatalogShdescriptionBuilder {
+    fn new(capacity: usize) -> Self {
+        Self {
+            objoid: UInt32Builder::new(capacity),
+            classoid: UInt32Builder::new(capacity),
+            description: StringBuilder::new(capacity),
+        }
+    }
+
+    fn finish(mut self) -> Vec<Arc<dyn Array>> {
+        let columns: Vec<Arc<dyn Array>> = vec![
+            Arc::new(self.objoid.finish()),
+            Arc::new(self.classoid.finish()),
+            Arc::new(self.description.finish()),
+        ];
+
+        columns
+    }
+}
+
+pub struct PgCatalogShdescriptionProvider {
+    data: Arc<Vec<ArrayRef>>,
+}
+
+// https://www.postgresql.org/docs/14/catalog-pg-shdescription.html
+impl PgCatalogShdescriptionProvider {
+    pub fn new() -> Self {
+        let builder = PgCatalogShdescriptionBuilder::new(0);
+
+        Self {
+            data: Arc::new(builder.finish()),
+        }
+    }
+}
+
+#[async_trait]
+impl TableProvider for PgCatalogShdescriptionProvider {
+    fn as_any(&self) -> &dyn Any {
+        self
+    }
+
+    fn table_type(&self) -> TableType {
+        TableType::View
+    }
+
+    fn schema(&self) -> SchemaRef {
+        Arc::new(Schema::new(vec![
+            Field::new("objoid", DataType::UInt32, false),
+            Field::new("classoid", DataType::UInt32, false),
+            Field::new("description", DataType::Utf8, false),
+        ]))
+    }
+
+    async fn scan(
+        &self,
+        projection: &Option<Vec<usize>>,
+        _filters: &[Expr],
+        _limit: Option<usize>,
+    ) -> Result<Arc<dyn ExecutionPlan>, DataFusionError> {
+        let batch = RecordBatch::try_new(self.schema(), self.data.to_vec())?;
+
+        Ok(Arc::new(MemoryExec::try_new(
+            &[vec![batch]],
+            self.schema(),
+            projection.clone(),
+        )?))
+    }
+
+    fn supports_filter_pushdown(
+        &self,
+        _filter: &Expr,
+    ) -> Result<TableProviderFilterPushDown, DataFusionError> {
+        Ok(TableProviderFilterPushDown::Unsupported)
+    }
+}
diff --git a/rust/cubesql/cubesql/src/compile/engine/udf/common.rs b/rust/cubesql/cubesql/src/compile/engine/udf/common.rs
index e75583b667099..6535634178916 100644
--- a/rust/cubesql/cubesql/src/compile/engine/udf/common.rs
+++ b/rust/cubesql/cubesql/src/compile/engine/udf/common.rs
@@ -3999,6 +3999,59 @@ pub fn create_inet_server_addr_udf() -> ScalarUDF {
     )
 }
 
+pub fn create_pg_get_partkeydef_udf() -> ScalarUDF {
+    let fun = make_scalar_function(move |args: &[ArrayRef]| {
+        let table_oids = downcast_primitive_arg!(args[0], "table_oid", OidType);
+
+        let result = table_oids
+            .iter()
+            .map(|_| None::<String>)
+            .collect::<StringArray>();
+
+        Ok(Arc::new(result))
+    });
+
+    create_udf(
+        "pg_get_partkeydef",
+        vec![DataType::UInt32],
+        Arc::new(DataType::Utf8),
+        Volatility::Immutable,
+        fun,
+    )
+}
+
+pub fn create_pg_relation_size_udf() -> ScalarUDF {
+    let fun = make_scalar_function(move |args: &[ArrayRef]| {
+        assert!(args.len() == 1);
+
+        let relids = downcast_primitive_arg!(args[0], "relid", OidType);
+
+        // 8192 is the lowest size for a table that has at least one column
+        // TODO: check if the requested table actually exists
+        let result = relids
+            .iter()
+            .map(|relid| relid.map(|_| 8192))
+            .collect::<PrimitiveArray<Int64Type>>();
+
+        Ok(Arc::new(result))
+    });
+
+    let return_type: ReturnTypeFunction = Arc::new(move |_| Ok(Arc::new(DataType::Int64)));
+
+    ScalarUDF::new(
+        "pg_relation_size",
+        &Signature::one_of(
+            vec![
+                TypeSignature::Exact(vec![DataType::UInt32]),
+                TypeSignature::Exact(vec![DataType::UInt32, DataType::Utf8]),
+            ],
+            Volatility::Immutable,
+        ),
+        &return_type,
+        &fun,
+    )
+}
+
 pub fn register_fun_stubs(mut ctx: SessionContext) -> SessionContext {
     macro_rules! register_fun_stub {
         ($FTYP:ident, $NAME:expr, argc=$ARGC:expr $(, rettyp=$RETTYP:ident)? $(, vol=$VOL:ident)?) => {
@@ -4863,13 +4916,6 @@ pub fn register_fun_stubs(mut ctx: SessionContext) -> SessionContext {
         rettyp = Utf8,
         vol = Volatile
     );
-    register_fun_stub!(
-        udf,
-        "pg_relation_size",
-        tsigs = [[Regclass], [Regclass, Utf8],],
-        rettyp = Int64,
-        vol = Volatile
-    );
     register_fun_stub!(
         udf,
         "pg_reload_conf",
diff --git a/rust/cubesql/cubesql/src/compile/mod.rs b/rust/cubesql/cubesql/src/compile/mod.rs
index fd4fb2c54dc10..d375e9cb03de0 100644
--- a/rust/cubesql/cubesql/src/compile/mod.rs
+++ b/rust/cubesql/cubesql/src/compile/mod.rs
@@ -626,6 +626,7 @@ mod tests {
                 .request
                 .dimensions,
             Some(vec![
+                "KibanaSampleDataEcommerce.id".to_string(),
                 "KibanaSampleDataEcommerce.order_date".to_string(),
                 "KibanaSampleDataEcommerce.last_mod".to_string(),
                 "KibanaSampleDataEcommerce.customer_gender".to_string(),
@@ -651,6 +652,7 @@ mod tests {
                 .request
                 .dimensions,
             Some(vec![
+                "KibanaSampleDataEcommerce.id".to_string(),
                 "KibanaSampleDataEcommerce.order_date".to_string(),
                 "KibanaSampleDataEcommerce.last_mod".to_string(),
                 "KibanaSampleDataEcommerce.customer_gender".to_string(),
@@ -756,6 +758,7 @@ mod tests {
                 ]),
                 segments: Some(vec![]),
                 dimensions: Some(vec![
+                    "KibanaSampleDataEcommerce.id".to_string(),
                     "KibanaSampleDataEcommerce.order_date".to_string(),
                     "KibanaSampleDataEcommerce.last_mod".to_string(),
                     "KibanaSampleDataEcommerce.customer_gender".to_string(),
@@ -5719,6 +5722,20 @@ ORDER BY
         Ok(())
     }
 
+    #[tokio::test]
+    async fn test_pgcatalog_pgshdescription_postgres() -> Result<(), CubeError> {
+        insta::assert_snapshot!(
+            "pgcatalog_pgshdescription_postgres",
+            execute_query(
+                "SELECT * FROM pg_catalog.pg_shdescription".to_string(),
+                DatabaseProtocol::PostgreSQL
+            )
+            .await?
+        );
+
+        Ok(())
+    }
+
     #[tokio::test]
     async fn test_constraint_column_usage_postgres() -> Result<(), CubeError> {
         insta::assert_snapshot!(
@@ -8217,6 +8234,7 @@ ORDER BY "source"."str0" ASC
                     "Logs.agentCountApprox".to_string(),
                 ]),
                 dimensions: Some(vec![
+                    "KibanaSampleDataEcommerce.id".to_string(),
                     "KibanaSampleDataEcommerce.order_date".to_string(),
                     "KibanaSampleDataEcommerce.last_mod".to_string(),
                     "KibanaSampleDataEcommerce.customer_gender".to_string(),
@@ -8402,6 +8420,7 @@ ORDER BY "source"."str0" ASC
                     "KibanaSampleDataEcommerce.countDistinct".to_string(),
                 ]),
                 dimensions: Some(vec![
+                    "KibanaSampleDataEcommerce.id".to_string(),
                     "KibanaSampleDataEcommerce.order_date".to_string(),
                     "KibanaSampleDataEcommerce.last_mod".to_string(),
                     "KibanaSampleDataEcommerce.customer_gender".to_string(),
@@ -17110,4 +17129,43 @@ LIMIT {{ limit }}{% endif %}"#.to_string(),
             displayable(physical_plan.as_ref()).indent()
         );
     }
+
+    #[tokio::test]
+    async fn test_sort_normalize() {
+        init_testing_logger();
+
+        let logical_plan = convert_select_to_query_plan(
+            r#"
+            SELECT
+                q2.id,
+                q3.id
+            FROM KibanaSampleDataEcommerce q1
+            LEFT JOIN Logs q2 ON q1.__cubeJoinField = q2.__cubeJoinField
+            LEFT JOIN Logs q3 ON q1.__cubeJoinField = q3.__cubeJoinField
+            ORDER BY
+                q2.id,
+                q3.id
+            ;"#
+            .to_string(),
+            DatabaseProtocol::PostgreSQL,
+        )
+        .await
+        .as_logical_plan();
+
+        assert_eq!(
+            logical_plan.find_cube_scan().request,
+            V1LoadRequestQuery {
+                measures: Some(vec![]),
+                dimensions: Some(vec!["Logs.id".to_string(),]),
+                segments: Some(vec![]),
+                order: Some(vec![]),
+                ungrouped: Some(true),
+                join_hints: Some(vec![
+                    vec!["KibanaSampleDataEcommerce".to_string(), "Logs".to_string()],
+                    vec!["KibanaSampleDataEcommerce".to_string(), "Logs".to_string()],
+                ]),
+                ..Default::default()
+            }
+        )
+    }
 }
diff --git a/rust/cubesql/cubesql/src/compile/parser.rs b/rust/cubesql/cubesql/src/compile/parser.rs
index 4177e7f66ccec..6b4e1ccc4c097 100644
--- a/rust/cubesql/cubesql/src/compile/parser.rs
+++ b/rust/cubesql/cubesql/src/compile/parser.rs
@@ -73,6 +73,12 @@ pub fn parse_sql_to_statements(
         "SELECT n.oid,n.*,d.description FROM",
         "SELECT n.oid as _oid,n.*,d.description FROM",
     );
+    let query = query.replace("SELECT c.oid,c.*,", "SELECT c.oid as _oid,c.*,");
+    let query = query.replace("SELECT a.oid,a.*,", "SELECT a.oid as _oid,a.*,");
+    let query = query.replace(
+        "LEFT OUTER JOIN pg_depend dep on dep.refobjid = a.attrelid AND dep.deptype = 'i' and dep.refobjsubid = a.attnum and dep.classid = dep.refclassid",
+        "LEFT OUTER JOIN pg_depend dep on dep.refobjid = a.attrelid AND dep.deptype = 'i' and dep.refobjsubid = a.attnum",
+    );
 
     // TODO Superset introspection: LEFT JOIN by ANY() is not supported
     let query = query.replace(
diff --git a/rust/cubesql/cubesql/src/compile/query_engine.rs b/rust/cubesql/cubesql/src/compile/query_engine.rs
index 2b5e442f358bb..a9ff013c3dce2 100644
--- a/rust/cubesql/cubesql/src/compile/query_engine.rs
+++ b/rust/cubesql/cubesql/src/compile/query_engine.rs
@@ -516,6 +516,8 @@ impl QueryEngine for SqlQueryEngine {
         ctx.register_udf(create_pg_get_indexdef_udf());
         ctx.register_udf(create_inet_server_addr_udf());
         ctx.register_udf(create_age_udf());
+        ctx.register_udf(create_pg_get_partkeydef_udf());
+        ctx.register_udf(create_pg_relation_size_udf());
 
         // udaf
         ctx.register_udaf(create_measure_udaf());
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_mysql.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_mysql.snap
index 4eec7d043fb26..679717bec9a77 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_mysql.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_mysql.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 6584
-expression: "execute_query(\"SELECT * FROM information_schema.columns WHERE TABLE_SCHEMA = 'db'\".to_string(),\n            DatabaseProtocol::MySQL).await?"
+expression: "execute_query(\"SELECT * FROM information_schema.columns WHERE TABLE_SCHEMA = 'db'\".to_string(),\nDatabaseProtocol::MySQL).await?"
 ---
 +---------------+--------------+---------------------------+--------------------+------------------+----------------+-------------+------------+--------------------------+------------------------+--------------+-------------------+---------------+--------------------+------------+-------+----------------+-----------------------+--------+
 | TABLE_CATALOG | TABLE_SCHEMA | TABLE_NAME                | COLUMN_NAME        | ORDINAL_POSITION | COLUMN_DEFAULT | IS_NULLABLE | DATA_TYPE  | CHARACTER_MAXIMUM_LENGTH | CHARACTER_OCTET_LENGTH | COLUMN_TYPE  | NUMERIC_PRECISION | NUMERIC_SCALE | DATETIME_PRECISION | COLUMN_KEY | EXTRA | COLUMN_COMMENT | GENERATION_EXPRESSION | SRS_ID |
@@ -12,6 +11,7 @@ expression: "execute_query(\"SELECT * FROM information_schema.columns WHERE TABL
 | def           | db           | KibanaSampleDataEcommerce | minPrice           | 0                |                | NO          | numeric    | NULL                     | NULL                   | numeric      | NULL              | NULL          | NULL               |            |       |                |                       |        |
 | def           | db           | KibanaSampleDataEcommerce | avgPrice           | 0                |                | NO          | numeric    | NULL                     | NULL                   | numeric      | NULL              | NULL          | NULL               |            |       |                |                       |        |
 | def           | db           | KibanaSampleDataEcommerce | countDistinct      | 0                |                | NO          | int        | NULL                     | NULL                   | int          | NULL              | NULL          | NULL               |            |       |                |                       |        |
+| def           | db           | KibanaSampleDataEcommerce | id                 | 0                |                | YES         | numeric    | NULL                     | NULL                   | numeric      | NULL              | NULL          | NULL               |            |       |                |                       |        |
 | def           | db           | KibanaSampleDataEcommerce | order_date         | 0                |                | YES         | datetime   | NULL                     | NULL                   | datetime     | NULL              | NULL          | NULL               |            |       |                |                       |        |
 | def           | db           | KibanaSampleDataEcommerce | last_mod           | 0                |                | YES         | datetime   | NULL                     | NULL                   | datetime     | NULL              | NULL          | NULL               |            |       |                |                       |        |
 | def           | db           | KibanaSampleDataEcommerce | customer_gender    | 0                |                | YES         | varchar    | NULL                     | NULL                   | varchar(255) | NULL              | NULL          | NULL               |            |       |                |                       |        |
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_postgres.snap
index bdbf6c057b0be..9630c1f937a8d 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_columns_postgres.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 8890
-expression: "execute_query(\"SELECT * FROM information_schema.columns\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM information_schema.columns\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +---------------+--------------+---------------------------+--------------------+------------------+----------------+-------------+-----------------------------+--------------------------+------------------------+-------------------+-------------------------+---------------+--------------------+---------------+--------------------+-----------------------+----------------------+--------------------+-------------------+------------------+----------------+----------------+---------------+-------------+-------------+------------+-----------+---------------+--------------+------------+---------------------+----------------+---------------------+-------------+---------------------+----------------+--------------------+------------------+------------------+----------------+--------------+-----------------------+--------------+
 | table_catalog | table_schema | table_name                | column_name        | ordinal_position | column_default | is_nullable | data_type                   | character_maximum_length | character_octet_length | numeric_precision | numeric_precision_radix | numeric_scale | datetime_precision | interval_type | interval_precision | character_set_catalog | character_set_schema | character_set_name | collation_catalog | collation_schema | collation_name | domain_catalog | domain_schema | domain_name | udt_catalog | udt_schema | udt_name  | scope_catalog | scope_schema | scope_name | maximum_cardinality | dtd_identifier | is_self_referencing | is_identity | identity_generation | identity_start | identity_increment | identity_maximum | identity_minimum | identity_cycle | is_generated | generation_expression | is_updatable |
@@ -12,16 +11,17 @@ expression: "execute_query(\"SELECT * FROM information_schema.columns\".to_strin
 | cubedb        | public       | KibanaSampleDataEcommerce | minPrice           | 4                |                | NO          | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
 | cubedb        | public       | KibanaSampleDataEcommerce | avgPrice           | 5                |                | NO          | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
 | cubedb        | public       | KibanaSampleDataEcommerce | countDistinct      | 6                |                | NO          | bigint                      | NULL                     | NULL                   | 64                | 2                       | 0             | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | int8      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | order_date         | 7                |                | YES         | timestamp without time zone | NULL                     | NULL                   | NULL              | NULL                    | NULL          | 6                  |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | timestamp |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | last_mod           | 8                |                | YES         | timestamp without time zone | NULL                     | NULL                   | NULL              | NULL                    | NULL          | 6                  |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | timestamp |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | customer_gender    | 9                |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | notes              | 10               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | taxful_total_price | 11               |                | YES         | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | has_subscription   | 12               |                | YES         | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | is_male            | 13               |                | NO          | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | is_female          | 14               |                | NO          | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | __user             | 15               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
-| cubedb        | public       | KibanaSampleDataEcommerce | __cubeJoinField    | 16               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | id                 | 7                |                | YES         | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | order_date         | 8                |                | YES         | timestamp without time zone | NULL                     | NULL                   | NULL              | NULL                    | NULL          | 6                  |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | timestamp |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | last_mod           | 9                |                | YES         | timestamp without time zone | NULL                     | NULL                   | NULL              | NULL                    | NULL          | 6                  |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | timestamp |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | customer_gender    | 10               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | notes              | 11               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | taxful_total_price | 12               |                | YES         | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | has_subscription   | 13               |                | YES         | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | is_male            | 14               |                | NO          | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | is_female          | 15               |                | NO          | boolean                     | NULL                     | NULL                   | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | bool      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | __user             | 16               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
+| cubedb        | public       | KibanaSampleDataEcommerce | __cubeJoinField    | 17               |                | YES         | text                        | NULL                     | 1073741824             | NULL              | NULL                    | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | text      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
 | cubedb        | public       | Logs                      | agentCount         | 1                |                | NO          | bigint                      | NULL                     | NULL                   | 64                | 2                       | 0             | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | int8      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
 | cubedb        | public       | Logs                      | agentCountApprox   | 2                |                | NO          | bigint                      | NULL                     | NULL                   | 64                | 2                       | 0             | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | int8      |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
 | cubedb        | public       | Logs                      | id                 | 3                |                | YES         | numeric                     | NULL                     | NULL                   | NULL              | 10                      | NULL          | NULL               |               |                    |                       |                      |                    |                   |                  |                | NULL           | NULL          | NULL        | cubedb      | pg_catalog | numeric   |               |              |            | 0                   | 0              | NO                  | NO          |                     |                |                    |                  |                  | NO             | NEVER        |                       | YES          |
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_role_column_grants_postgresql.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_role_column_grants_postgresql.snap
index 86eefe77a1a44..9eb2dea5ac69c 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_role_column_grants_postgresql.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__information_schema_role_column_grants_postgresql.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 6570
-expression: "execute_query(\"SELECT * FROM information_schema.role_column_grants\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM information_schema.role_column_grants\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +---------+---------+---------------+--------------+---------------------------+--------------------+----------------+--------------+
 | grantor | grantee | table_catalog | table_schema | table_name                | column_name        | privilege_type | is_grantable |
@@ -12,6 +11,7 @@ expression: "execute_query(\"SELECT * FROM information_schema.role_column_grants
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | minPrice           | SELECT         | YES          |
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | avgPrice           | SELECT         | YES          |
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | countDistinct      | SELECT         | YES          |
+| ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | id                 | SELECT         | YES          |
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | order_date         | SELECT         | YES          |
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | last_mod           | SELECT         | YES          |
 | ovr     | ovr     | cubedb        | public       | KibanaSampleDataEcommerce | customer_gender    | SELECT         | YES          |
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__join_where_and_or.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__join_where_and_or.snap
index b4833f1441821..cdb65447c9ced 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__join_where_and_or.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__join_where_and_or.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 11984
-expression: "execute_query(\"\n                SELECT\n                    att.attname,\n                    att.attnum,\n                    cl.oid\n                FROM pg_attribute att\n                JOIN pg_class cl ON\n                    cl.oid = attrelid AND (\n                        cl.relkind = 's' OR\n                        cl.relkind = 'r'\n                    )\n                ORDER BY\n                    cl.oid ASC,\n                    att.attnum ASC\n                ;\n                \".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"\n                SELECT\n                    att.attname,\n                    att.attnum,\n                    cl.oid\n                FROM pg_attribute att\n                JOIN pg_class cl ON\n                    cl.oid = attrelid AND (\n                        cl.relkind = 's' OR\n                        cl.relkind = 'r'\n                    )\n                ORDER BY\n                    cl.oid ASC,\n                    att.attnum ASC\n                ;\n                \".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +--------------------+--------+-------+
 | attname            | attnum | oid   |
@@ -12,298 +11,299 @@ expression: "execute_query(\"\n                SELECT\n                    att.a
 | minPrice           | 4      | 18000 |
 | avgPrice           | 5      | 18000 |
 | countDistinct      | 6      | 18000 |
-| order_date         | 7      | 18000 |
-| last_mod           | 8      | 18000 |
-| customer_gender    | 9      | 18000 |
-| notes              | 10     | 18000 |
-| taxful_total_price | 11     | 18000 |
-| has_subscription   | 12     | 18000 |
-| is_male            | 13     | 18000 |
-| is_female          | 14     | 18000 |
-| __user             | 15     | 18000 |
-| __cubeJoinField    | 16     | 18000 |
-| agentCount         | 1      | 18019 |
-| agentCountApprox   | 2      | 18019 |
-| id                 | 3      | 18019 |
-| read               | 4      | 18019 |
-| content            | 5      | 18019 |
-| __user             | 6      | 18019 |
-| __cubeJoinField    | 7      | 18019 |
-| someNumber         | 1      | 18029 |
-| __user             | 2      | 18029 |
-| __cubeJoinField    | 3      | 18029 |
-| measure0           | 1      | 18035 |
-| measure1           | 2      | 18035 |
-| measure2           | 3      | 18035 |
-| measure3           | 4      | 18035 |
-| measure4           | 5      | 18035 |
-| measure5           | 6      | 18035 |
-| measure6           | 7      | 18035 |
-| measure7           | 8      | 18035 |
-| measure8           | 9      | 18035 |
-| measure9           | 10     | 18035 |
-| measure10          | 11     | 18035 |
-| measure11          | 12     | 18035 |
-| measure12          | 13     | 18035 |
-| measure13          | 14     | 18035 |
-| measure14          | 15     | 18035 |
-| measure15          | 16     | 18035 |
-| measure16          | 17     | 18035 |
-| measure17          | 18     | 18035 |
-| measure18          | 19     | 18035 |
-| measure19          | 20     | 18035 |
-| measure20          | 21     | 18035 |
-| measure21          | 22     | 18035 |
-| measure22          | 23     | 18035 |
-| measure23          | 24     | 18035 |
-| measure24          | 25     | 18035 |
-| measure25          | 26     | 18035 |
-| measure26          | 27     | 18035 |
-| measure27          | 28     | 18035 |
-| measure28          | 29     | 18035 |
-| measure29          | 30     | 18035 |
-| measure30          | 31     | 18035 |
-| measure31          | 32     | 18035 |
-| measure32          | 33     | 18035 |
-| measure33          | 34     | 18035 |
-| measure34          | 35     | 18035 |
-| measure35          | 36     | 18035 |
-| measure36          | 37     | 18035 |
-| measure37          | 38     | 18035 |
-| measure38          | 39     | 18035 |
-| measure39          | 40     | 18035 |
-| measure40          | 41     | 18035 |
-| measure41          | 42     | 18035 |
-| measure42          | 43     | 18035 |
-| measure43          | 44     | 18035 |
-| measure44          | 45     | 18035 |
-| measure45          | 46     | 18035 |
-| measure46          | 47     | 18035 |
-| measure47          | 48     | 18035 |
-| measure48          | 49     | 18035 |
-| measure49          | 50     | 18035 |
-| measure50          | 51     | 18035 |
-| measure51          | 52     | 18035 |
-| measure52          | 53     | 18035 |
-| measure53          | 54     | 18035 |
-| measure54          | 55     | 18035 |
-| measure55          | 56     | 18035 |
-| measure56          | 57     | 18035 |
-| measure57          | 58     | 18035 |
-| measure58          | 59     | 18035 |
-| measure59          | 60     | 18035 |
-| measure60          | 61     | 18035 |
-| measure61          | 62     | 18035 |
-| measure62          | 63     | 18035 |
-| measure63          | 64     | 18035 |
-| measure64          | 65     | 18035 |
-| measure65          | 66     | 18035 |
-| measure66          | 67     | 18035 |
-| measure67          | 68     | 18035 |
-| measure68          | 69     | 18035 |
-| measure69          | 70     | 18035 |
-| measure70          | 71     | 18035 |
-| measure71          | 72     | 18035 |
-| measure72          | 73     | 18035 |
-| measure73          | 74     | 18035 |
-| measure74          | 75     | 18035 |
-| measure75          | 76     | 18035 |
-| measure76          | 77     | 18035 |
-| measure77          | 78     | 18035 |
-| measure78          | 79     | 18035 |
-| measure79          | 80     | 18035 |
-| measure80          | 81     | 18035 |
-| measure81          | 82     | 18035 |
-| measure82          | 83     | 18035 |
-| measure83          | 84     | 18035 |
-| measure84          | 85     | 18035 |
-| measure85          | 86     | 18035 |
-| measure86          | 87     | 18035 |
-| measure87          | 88     | 18035 |
-| measure88          | 89     | 18035 |
-| measure89          | 90     | 18035 |
-| measure90          | 91     | 18035 |
-| measure91          | 92     | 18035 |
-| measure92          | 93     | 18035 |
-| measure93          | 94     | 18035 |
-| measure94          | 95     | 18035 |
-| measure95          | 96     | 18035 |
-| measure96          | 97     | 18035 |
-| measure97          | 98     | 18035 |
-| measure98          | 99     | 18035 |
-| measure99          | 100    | 18035 |
-| count              | 101    | 18035 |
-| maxPrice           | 102    | 18035 |
-| minPrice           | 103    | 18035 |
-| avgPrice           | 104    | 18035 |
-| countDistinct      | 105    | 18035 |
-| dim0               | 106    | 18035 |
-| dim1               | 107    | 18035 |
-| dim2               | 108    | 18035 |
-| dim3               | 109    | 18035 |
-| dim4               | 110    | 18035 |
-| dim5               | 111    | 18035 |
-| dim6               | 112    | 18035 |
-| dim7               | 113    | 18035 |
-| dim8               | 114    | 18035 |
-| dim9               | 115    | 18035 |
-| dim10              | 116    | 18035 |
-| dim11              | 117    | 18035 |
-| dim12              | 118    | 18035 |
-| dim13              | 119    | 18035 |
-| dim14              | 120    | 18035 |
-| dim15              | 121    | 18035 |
-| dim16              | 122    | 18035 |
-| dim17              | 123    | 18035 |
-| dim18              | 124    | 18035 |
-| dim19              | 125    | 18035 |
-| dim20              | 126    | 18035 |
-| dim21              | 127    | 18035 |
-| dim22              | 128    | 18035 |
-| dim23              | 129    | 18035 |
-| dim24              | 130    | 18035 |
-| dim25              | 131    | 18035 |
-| dim26              | 132    | 18035 |
-| dim27              | 133    | 18035 |
-| dim28              | 134    | 18035 |
-| dim29              | 135    | 18035 |
-| dim30              | 136    | 18035 |
-| dim31              | 137    | 18035 |
-| dim32              | 138    | 18035 |
-| dim33              | 139    | 18035 |
-| dim34              | 140    | 18035 |
-| dim35              | 141    | 18035 |
-| dim36              | 142    | 18035 |
-| dim37              | 143    | 18035 |
-| dim38              | 144    | 18035 |
-| dim39              | 145    | 18035 |
-| dim40              | 146    | 18035 |
-| dim41              | 147    | 18035 |
-| dim42              | 148    | 18035 |
-| dim43              | 149    | 18035 |
-| dim44              | 150    | 18035 |
-| dim45              | 151    | 18035 |
-| dim46              | 152    | 18035 |
-| dim47              | 153    | 18035 |
-| dim48              | 154    | 18035 |
-| dim49              | 155    | 18035 |
-| dim50              | 156    | 18035 |
-| dim51              | 157    | 18035 |
-| dim52              | 158    | 18035 |
-| dim53              | 159    | 18035 |
-| dim54              | 160    | 18035 |
-| dim55              | 161    | 18035 |
-| dim56              | 162    | 18035 |
-| dim57              | 163    | 18035 |
-| dim58              | 164    | 18035 |
-| dim59              | 165    | 18035 |
-| dim60              | 166    | 18035 |
-| dim61              | 167    | 18035 |
-| dim62              | 168    | 18035 |
-| dim63              | 169    | 18035 |
-| dim64              | 170    | 18035 |
-| dim65              | 171    | 18035 |
-| dim66              | 172    | 18035 |
-| dim67              | 173    | 18035 |
-| dim68              | 174    | 18035 |
-| dim69              | 175    | 18035 |
-| dim70              | 176    | 18035 |
-| dim71              | 177    | 18035 |
-| dim72              | 178    | 18035 |
-| dim73              | 179    | 18035 |
-| dim74              | 180    | 18035 |
-| dim75              | 181    | 18035 |
-| dim76              | 182    | 18035 |
-| dim77              | 183    | 18035 |
-| dim78              | 184    | 18035 |
-| dim79              | 185    | 18035 |
-| dim80              | 186    | 18035 |
-| dim81              | 187    | 18035 |
-| dim82              | 188    | 18035 |
-| dim83              | 189    | 18035 |
-| dim84              | 190    | 18035 |
-| dim85              | 191    | 18035 |
-| dim86              | 192    | 18035 |
-| dim87              | 193    | 18035 |
-| dim88              | 194    | 18035 |
-| dim89              | 195    | 18035 |
-| dim90              | 196    | 18035 |
-| dim91              | 197    | 18035 |
-| dim92              | 198    | 18035 |
-| dim93              | 199    | 18035 |
-| dim94              | 200    | 18035 |
-| dim95              | 201    | 18035 |
-| dim96              | 202    | 18035 |
-| dim97              | 203    | 18035 |
-| dim98              | 204    | 18035 |
-| dim99              | 205    | 18035 |
-| __user             | 206    | 18035 |
-| __cubeJoinField    | 207    | 18035 |
-| measure_num0       | 1      | 18245 |
-| measure_str0       | 2      | 18245 |
-| measure_date0      | 3      | 18245 |
-| measure_num1       | 4      | 18245 |
-| measure_str1       | 5      | 18245 |
-| measure_date1      | 6      | 18245 |
-| measure_num2       | 7      | 18245 |
-| measure_str2       | 8      | 18245 |
-| measure_date2      | 9      | 18245 |
-| measure_num3       | 10     | 18245 |
-| measure_str3       | 11     | 18245 |
-| measure_date3      | 12     | 18245 |
-| measure_num4       | 13     | 18245 |
-| measure_str4       | 14     | 18245 |
-| measure_date4      | 15     | 18245 |
-| measure_num5       | 16     | 18245 |
-| measure_str5       | 17     | 18245 |
-| measure_date5      | 18     | 18245 |
-| measure_num6       | 19     | 18245 |
-| measure_str6       | 20     | 18245 |
-| measure_date6      | 21     | 18245 |
-| measure_num7       | 22     | 18245 |
-| measure_str7       | 23     | 18245 |
-| measure_date7      | 24     | 18245 |
-| measure_num8       | 25     | 18245 |
-| measure_str8       | 26     | 18245 |
-| measure_date8      | 27     | 18245 |
-| measure_num9       | 28     | 18245 |
-| measure_str9       | 29     | 18245 |
-| measure_date9      | 30     | 18245 |
-| count              | 31     | 18245 |
-| maxPrice           | 32     | 18245 |
-| minPrice           | 33     | 18245 |
-| avgPrice           | 34     | 18245 |
-| countDistinct      | 35     | 18245 |
-| dim_num0           | 36     | 18245 |
-| dim_str0           | 37     | 18245 |
-| dim_date0          | 38     | 18245 |
-| dim_num1           | 39     | 18245 |
-| dim_str1           | 40     | 18245 |
-| dim_date1          | 41     | 18245 |
-| dim_num2           | 42     | 18245 |
-| dim_str2           | 43     | 18245 |
-| dim_date2          | 44     | 18245 |
-| dim_num3           | 45     | 18245 |
-| dim_str3           | 46     | 18245 |
-| dim_date3          | 47     | 18245 |
-| dim_num4           | 48     | 18245 |
-| dim_str4           | 49     | 18245 |
-| dim_date4          | 50     | 18245 |
-| dim_num5           | 51     | 18245 |
-| dim_str5           | 52     | 18245 |
-| dim_date5          | 53     | 18245 |
-| dim_num6           | 54     | 18245 |
-| dim_str6           | 55     | 18245 |
-| dim_date6          | 56     | 18245 |
-| dim_num7           | 57     | 18245 |
-| dim_str7           | 58     | 18245 |
-| dim_date7          | 59     | 18245 |
-| dim_num8           | 60     | 18245 |
-| dim_str8           | 61     | 18245 |
-| dim_date8          | 62     | 18245 |
-| dim_num9           | 63     | 18245 |
-| dim_str9           | 64     | 18245 |
-| dim_date9          | 65     | 18245 |
-| __user             | 66     | 18245 |
-| __cubeJoinField    | 67     | 18245 |
+| id                 | 7      | 18000 |
+| order_date         | 8      | 18000 |
+| last_mod           | 9      | 18000 |
+| customer_gender    | 10     | 18000 |
+| notes              | 11     | 18000 |
+| taxful_total_price | 12     | 18000 |
+| has_subscription   | 13     | 18000 |
+| is_male            | 14     | 18000 |
+| is_female          | 15     | 18000 |
+| __user             | 16     | 18000 |
+| __cubeJoinField    | 17     | 18000 |
+| agentCount         | 1      | 18020 |
+| agentCountApprox   | 2      | 18020 |
+| id                 | 3      | 18020 |
+| read               | 4      | 18020 |
+| content            | 5      | 18020 |
+| __user             | 6      | 18020 |
+| __cubeJoinField    | 7      | 18020 |
+| someNumber         | 1      | 18030 |
+| __user             | 2      | 18030 |
+| __cubeJoinField    | 3      | 18030 |
+| measure0           | 1      | 18036 |
+| measure1           | 2      | 18036 |
+| measure2           | 3      | 18036 |
+| measure3           | 4      | 18036 |
+| measure4           | 5      | 18036 |
+| measure5           | 6      | 18036 |
+| measure6           | 7      | 18036 |
+| measure7           | 8      | 18036 |
+| measure8           | 9      | 18036 |
+| measure9           | 10     | 18036 |
+| measure10          | 11     | 18036 |
+| measure11          | 12     | 18036 |
+| measure12          | 13     | 18036 |
+| measure13          | 14     | 18036 |
+| measure14          | 15     | 18036 |
+| measure15          | 16     | 18036 |
+| measure16          | 17     | 18036 |
+| measure17          | 18     | 18036 |
+| measure18          | 19     | 18036 |
+| measure19          | 20     | 18036 |
+| measure20          | 21     | 18036 |
+| measure21          | 22     | 18036 |
+| measure22          | 23     | 18036 |
+| measure23          | 24     | 18036 |
+| measure24          | 25     | 18036 |
+| measure25          | 26     | 18036 |
+| measure26          | 27     | 18036 |
+| measure27          | 28     | 18036 |
+| measure28          | 29     | 18036 |
+| measure29          | 30     | 18036 |
+| measure30          | 31     | 18036 |
+| measure31          | 32     | 18036 |
+| measure32          | 33     | 18036 |
+| measure33          | 34     | 18036 |
+| measure34          | 35     | 18036 |
+| measure35          | 36     | 18036 |
+| measure36          | 37     | 18036 |
+| measure37          | 38     | 18036 |
+| measure38          | 39     | 18036 |
+| measure39          | 40     | 18036 |
+| measure40          | 41     | 18036 |
+| measure41          | 42     | 18036 |
+| measure42          | 43     | 18036 |
+| measure43          | 44     | 18036 |
+| measure44          | 45     | 18036 |
+| measure45          | 46     | 18036 |
+| measure46          | 47     | 18036 |
+| measure47          | 48     | 18036 |
+| measure48          | 49     | 18036 |
+| measure49          | 50     | 18036 |
+| measure50          | 51     | 18036 |
+| measure51          | 52     | 18036 |
+| measure52          | 53     | 18036 |
+| measure53          | 54     | 18036 |
+| measure54          | 55     | 18036 |
+| measure55          | 56     | 18036 |
+| measure56          | 57     | 18036 |
+| measure57          | 58     | 18036 |
+| measure58          | 59     | 18036 |
+| measure59          | 60     | 18036 |
+| measure60          | 61     | 18036 |
+| measure61          | 62     | 18036 |
+| measure62          | 63     | 18036 |
+| measure63          | 64     | 18036 |
+| measure64          | 65     | 18036 |
+| measure65          | 66     | 18036 |
+| measure66          | 67     | 18036 |
+| measure67          | 68     | 18036 |
+| measure68          | 69     | 18036 |
+| measure69          | 70     | 18036 |
+| measure70          | 71     | 18036 |
+| measure71          | 72     | 18036 |
+| measure72          | 73     | 18036 |
+| measure73          | 74     | 18036 |
+| measure74          | 75     | 18036 |
+| measure75          | 76     | 18036 |
+| measure76          | 77     | 18036 |
+| measure77          | 78     | 18036 |
+| measure78          | 79     | 18036 |
+| measure79          | 80     | 18036 |
+| measure80          | 81     | 18036 |
+| measure81          | 82     | 18036 |
+| measure82          | 83     | 18036 |
+| measure83          | 84     | 18036 |
+| measure84          | 85     | 18036 |
+| measure85          | 86     | 18036 |
+| measure86          | 87     | 18036 |
+| measure87          | 88     | 18036 |
+| measure88          | 89     | 18036 |
+| measure89          | 90     | 18036 |
+| measure90          | 91     | 18036 |
+| measure91          | 92     | 18036 |
+| measure92          | 93     | 18036 |
+| measure93          | 94     | 18036 |
+| measure94          | 95     | 18036 |
+| measure95          | 96     | 18036 |
+| measure96          | 97     | 18036 |
+| measure97          | 98     | 18036 |
+| measure98          | 99     | 18036 |
+| measure99          | 100    | 18036 |
+| count              | 101    | 18036 |
+| maxPrice           | 102    | 18036 |
+| minPrice           | 103    | 18036 |
+| avgPrice           | 104    | 18036 |
+| countDistinct      | 105    | 18036 |
+| dim0               | 106    | 18036 |
+| dim1               | 107    | 18036 |
+| dim2               | 108    | 18036 |
+| dim3               | 109    | 18036 |
+| dim4               | 110    | 18036 |
+| dim5               | 111    | 18036 |
+| dim6               | 112    | 18036 |
+| dim7               | 113    | 18036 |
+| dim8               | 114    | 18036 |
+| dim9               | 115    | 18036 |
+| dim10              | 116    | 18036 |
+| dim11              | 117    | 18036 |
+| dim12              | 118    | 18036 |
+| dim13              | 119    | 18036 |
+| dim14              | 120    | 18036 |
+| dim15              | 121    | 18036 |
+| dim16              | 122    | 18036 |
+| dim17              | 123    | 18036 |
+| dim18              | 124    | 18036 |
+| dim19              | 125    | 18036 |
+| dim20              | 126    | 18036 |
+| dim21              | 127    | 18036 |
+| dim22              | 128    | 18036 |
+| dim23              | 129    | 18036 |
+| dim24              | 130    | 18036 |
+| dim25              | 131    | 18036 |
+| dim26              | 132    | 18036 |
+| dim27              | 133    | 18036 |
+| dim28              | 134    | 18036 |
+| dim29              | 135    | 18036 |
+| dim30              | 136    | 18036 |
+| dim31              | 137    | 18036 |
+| dim32              | 138    | 18036 |
+| dim33              | 139    | 18036 |
+| dim34              | 140    | 18036 |
+| dim35              | 141    | 18036 |
+| dim36              | 142    | 18036 |
+| dim37              | 143    | 18036 |
+| dim38              | 144    | 18036 |
+| dim39              | 145    | 18036 |
+| dim40              | 146    | 18036 |
+| dim41              | 147    | 18036 |
+| dim42              | 148    | 18036 |
+| dim43              | 149    | 18036 |
+| dim44              | 150    | 18036 |
+| dim45              | 151    | 18036 |
+| dim46              | 152    | 18036 |
+| dim47              | 153    | 18036 |
+| dim48              | 154    | 18036 |
+| dim49              | 155    | 18036 |
+| dim50              | 156    | 18036 |
+| dim51              | 157    | 18036 |
+| dim52              | 158    | 18036 |
+| dim53              | 159    | 18036 |
+| dim54              | 160    | 18036 |
+| dim55              | 161    | 18036 |
+| dim56              | 162    | 18036 |
+| dim57              | 163    | 18036 |
+| dim58              | 164    | 18036 |
+| dim59              | 165    | 18036 |
+| dim60              | 166    | 18036 |
+| dim61              | 167    | 18036 |
+| dim62              | 168    | 18036 |
+| dim63              | 169    | 18036 |
+| dim64              | 170    | 18036 |
+| dim65              | 171    | 18036 |
+| dim66              | 172    | 18036 |
+| dim67              | 173    | 18036 |
+| dim68              | 174    | 18036 |
+| dim69              | 175    | 18036 |
+| dim70              | 176    | 18036 |
+| dim71              | 177    | 18036 |
+| dim72              | 178    | 18036 |
+| dim73              | 179    | 18036 |
+| dim74              | 180    | 18036 |
+| dim75              | 181    | 18036 |
+| dim76              | 182    | 18036 |
+| dim77              | 183    | 18036 |
+| dim78              | 184    | 18036 |
+| dim79              | 185    | 18036 |
+| dim80              | 186    | 18036 |
+| dim81              | 187    | 18036 |
+| dim82              | 188    | 18036 |
+| dim83              | 189    | 18036 |
+| dim84              | 190    | 18036 |
+| dim85              | 191    | 18036 |
+| dim86              | 192    | 18036 |
+| dim87              | 193    | 18036 |
+| dim88              | 194    | 18036 |
+| dim89              | 195    | 18036 |
+| dim90              | 196    | 18036 |
+| dim91              | 197    | 18036 |
+| dim92              | 198    | 18036 |
+| dim93              | 199    | 18036 |
+| dim94              | 200    | 18036 |
+| dim95              | 201    | 18036 |
+| dim96              | 202    | 18036 |
+| dim97              | 203    | 18036 |
+| dim98              | 204    | 18036 |
+| dim99              | 205    | 18036 |
+| __user             | 206    | 18036 |
+| __cubeJoinField    | 207    | 18036 |
+| measure_num0       | 1      | 18246 |
+| measure_str0       | 2      | 18246 |
+| measure_date0      | 3      | 18246 |
+| measure_num1       | 4      | 18246 |
+| measure_str1       | 5      | 18246 |
+| measure_date1      | 6      | 18246 |
+| measure_num2       | 7      | 18246 |
+| measure_str2       | 8      | 18246 |
+| measure_date2      | 9      | 18246 |
+| measure_num3       | 10     | 18246 |
+| measure_str3       | 11     | 18246 |
+| measure_date3      | 12     | 18246 |
+| measure_num4       | 13     | 18246 |
+| measure_str4       | 14     | 18246 |
+| measure_date4      | 15     | 18246 |
+| measure_num5       | 16     | 18246 |
+| measure_str5       | 17     | 18246 |
+| measure_date5      | 18     | 18246 |
+| measure_num6       | 19     | 18246 |
+| measure_str6       | 20     | 18246 |
+| measure_date6      | 21     | 18246 |
+| measure_num7       | 22     | 18246 |
+| measure_str7       | 23     | 18246 |
+| measure_date7      | 24     | 18246 |
+| measure_num8       | 25     | 18246 |
+| measure_str8       | 26     | 18246 |
+| measure_date8      | 27     | 18246 |
+| measure_num9       | 28     | 18246 |
+| measure_str9       | 29     | 18246 |
+| measure_date9      | 30     | 18246 |
+| count              | 31     | 18246 |
+| maxPrice           | 32     | 18246 |
+| minPrice           | 33     | 18246 |
+| avgPrice           | 34     | 18246 |
+| countDistinct      | 35     | 18246 |
+| dim_num0           | 36     | 18246 |
+| dim_str0           | 37     | 18246 |
+| dim_date0          | 38     | 18246 |
+| dim_num1           | 39     | 18246 |
+| dim_str1           | 40     | 18246 |
+| dim_date1          | 41     | 18246 |
+| dim_num2           | 42     | 18246 |
+| dim_str2           | 43     | 18246 |
+| dim_date2          | 44     | 18246 |
+| dim_num3           | 45     | 18246 |
+| dim_str3           | 46     | 18246 |
+| dim_date3          | 47     | 18246 |
+| dim_num4           | 48     | 18246 |
+| dim_str4           | 49     | 18246 |
+| dim_date4          | 50     | 18246 |
+| dim_num5           | 51     | 18246 |
+| dim_str5           | 52     | 18246 |
+| dim_date5          | 53     | 18246 |
+| dim_num6           | 54     | 18246 |
+| dim_str6           | 55     | 18246 |
+| dim_date6          | 56     | 18246 |
+| dim_num7           | 57     | 18246 |
+| dim_str7           | 58     | 18246 |
+| dim_date7          | 59     | 18246 |
+| dim_num8           | 60     | 18246 |
+| dim_str8           | 61     | 18246 |
+| dim_date8          | 62     | 18246 |
+| dim_num9           | 63     | 18246 |
+| dim_str9           | 64     | 18246 |
+| dim_date9          | 65     | 18246 |
+| __user             | 66     | 18246 |
+| __cubeJoinField    | 67     | 18246 |
 +--------------------+--------+-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__metabase_pg_class_query.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__metabase_pg_class_query.snap
index d804b18e6e1a5..c1e9fecc39450 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__metabase_pg_class_query.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__metabase_pg_class_query.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"\n                SELECT *\n                    FRO
 | public  | KibanaSampleDataEcommerce | minPrice           | 1700     | true       | -1        | -1     | -1        | 4      | NULL        | NULL  | NULL                                          | 0           | b       |
 | public  | KibanaSampleDataEcommerce | avgPrice           | 1700     | true       | -1        | -1     | -1        | 5      | NULL        | NULL  | NULL                                          | 0           | b       |
 | public  | KibanaSampleDataEcommerce | countDistinct      | 20       | true       | -1        | 8      | -1        | 6      | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | order_date         | 1114     | false      | -1        | 8      | -1        | 7      | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | last_mod           | 1114     | false      | -1        | 8      | -1        | 8      | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | customer_gender    | 25       | false      | -1        | -1     | -1        | 9      | NULL        | NULL  | Customer gender                               | 0           | b       |
-| public  | KibanaSampleDataEcommerce | notes              | 25       | false      | -1        | -1     | -1        | 10     | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | taxful_total_price | 1700     | false      | -1        | -1     | -1        | 11     | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | has_subscription   | 16       | false      | -1        | 1      | -1        | 12     | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | is_male            | 16       | true       | -1        | 1      | -1        | 13     | NULL        | NULL  | Male users segment                            | 0           | b       |
-| public  | KibanaSampleDataEcommerce | is_female          | 16       | true       | -1        | 1      | -1        | 14     | NULL        | NULL  | NULL                                          | 0           | b       |
-| public  | KibanaSampleDataEcommerce | __user             | 25       | false      | -1        | -1     | -1        | 15     | NULL        | NULL  | Virtual column for security context switching | 0           | b       |
-| public  | KibanaSampleDataEcommerce | __cubeJoinField    | 25       | false      | -1        | -1     | -1        | 16     | NULL        | NULL  | Virtual column for joining cubes              | 0           | b       |
+| public  | KibanaSampleDataEcommerce | id                 | 1700     | false      | -1        | -1     | -1        | 7      | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | order_date         | 1114     | false      | -1        | 8      | -1        | 8      | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | last_mod           | 1114     | false      | -1        | 8      | -1        | 9      | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | customer_gender    | 25       | false      | -1        | -1     | -1        | 10     | NULL        | NULL  | Customer gender                               | 0           | b       |
+| public  | KibanaSampleDataEcommerce | notes              | 25       | false      | -1        | -1     | -1        | 11     | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | taxful_total_price | 1700     | false      | -1        | -1     | -1        | 12     | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | has_subscription   | 16       | false      | -1        | 1      | -1        | 13     | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | is_male            | 16       | true       | -1        | 1      | -1        | 14     | NULL        | NULL  | Male users segment                            | 0           | b       |
+| public  | KibanaSampleDataEcommerce | is_female          | 16       | true       | -1        | 1      | -1        | 15     | NULL        | NULL  | NULL                                          | 0           | b       |
+| public  | KibanaSampleDataEcommerce | __user             | 25       | false      | -1        | -1     | -1        | 16     | NULL        | NULL  | Virtual column for security context switching | 0           | b       |
+| public  | KibanaSampleDataEcommerce | __cubeJoinField    | 25       | false      | -1        | -1     | -1        | 17     | NULL        | NULL  | Virtual column for joining cubes              | 0           | b       |
 +---------+---------------------------+--------------------+----------+------------+-----------+--------+-----------+--------+-------------+-------+-----------------------------------------------+-------------+---------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgattribute_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgattribute_postgres.snap
index 5e10a475d81eb..df0aceb304c20 100644
Binary files a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgattribute_postgres.snap and b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgattribute_postgres.snap differ
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgclass_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgclass_postgres.snap
index 69953c2705ef9..e49f5cee79a95 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgclass_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgclass_postgres.snap
@@ -6,9 +6,9 @@ expression: "execute_query(\"SELECT * FROM pg_catalog.pg_class\".to_string(),\nD
 | oid   | relname                   | relnamespace | reltype | reloftype | relowner | relam | relfilenode | reltablespace | relpages | reltuples | relallvisible | reltoastrelid | relhasindex | relisshared | relpersistence | relkind | relnatts | relchecks | relhasrules | relhastriggers | relhassubclass | relrowsecurity | relforcerowsecurity | relispopulated | relreplident | relispartition | relrewrite | relfrozenxid | relminmxid | relacl | reloptions | relpartbound | relhasoids |
 +-------+---------------------------+--------------+---------+-----------+----------+-------+-------------+---------------+----------+-----------+---------------+---------------+-------------+-------------+----------------+---------+----------+-----------+-------------+----------------+----------------+----------------+---------------------+----------------+--------------+----------------+------------+--------------+------------+--------+------------+--------------+------------+
 | 1259  | pg_class                  | 11           | 83      | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 34       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
-| 18000 | KibanaSampleDataEcommerce | 2200         | 18001   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 16       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
-| 18019 | Logs                      | 2200         | 18020   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 7        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
-| 18029 | NumberCube                | 2200         | 18030   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 3        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
-| 18035 | WideCube                  | 2200         | 18036   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 207      | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
-| 18245 | MultiTypeCube             | 2200         | 18246   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 67       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
+| 18000 | KibanaSampleDataEcommerce | 2200         | 18001   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 17       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
+| 18020 | Logs                      | 2200         | 18021   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 7        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
+| 18030 | NumberCube                | 2200         | 18031   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 3        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
+| 18036 | WideCube                  | 2200         | 18037   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 207      | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
+| 18246 | MultiTypeCube             | 2200         | 18247   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 67       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      |
 +-------+---------------------------+--------------+---------+-----------+----------+-------+-------------+---------------+----------+-----------+---------------+---------------+-------------+-------------+----------------+---------+----------+-----------+-------------+----------------+----------------+----------------+---------------------+----------------+--------------+----------------+------------+--------------+------------+--------+------------+--------------+------------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgdescription_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgdescription_postgres.snap
index a8c95f329dd65..8701368a7b634 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgdescription_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgdescription_postgres.snap
@@ -7,82 +7,82 @@ expression: "execute_query(\"SELECT * FROM pg_catalog.pg_description\".to_string
 +--------+----------+----------+-------------------------------------------------------+
 | 18000  | 1259     | 0        | Sample data for tracking eCommerce orders from Kibana |
 | 18000  | 1259     | 1        | Events count                                          |
-| 18000  | 1259     | 9        | Customer gender                                       |
-| 18000  | 1259     | 13       | Male users segment                                    |
-| 18000  | 1259     | 15       | Virtual column for security context switching         |
-| 18000  | 1259     | 16       | Virtual column for joining cubes                      |
-| 18019  | 1259     | 6        | Virtual column for security context switching         |
-| 18019  | 1259     | 7        | Virtual column for joining cubes                      |
-| 18029  | 1259     | 2        | Virtual column for security context switching         |
-| 18029  | 1259     | 3        | Virtual column for joining cubes                      |
-| 18035  | 1259     | 206      | Virtual column for security context switching         |
-| 18035  | 1259     | 207      | Virtual column for joining cubes                      |
-| 18245  | 1259     | 0        | Test cube with a little bit of everything             |
-| 18245  | 1259     | 1        | Test number measure 0                                 |
-| 18245  | 1259     | 2        | Test max(string) measure 0                            |
-| 18245  | 1259     | 3        | Test max(time) measure 0                              |
-| 18245  | 1259     | 4        | Test number measure 1                                 |
-| 18245  | 1259     | 5        | Test max(string) measure 1                            |
-| 18245  | 1259     | 6        | Test max(time) measure 1                              |
-| 18245  | 1259     | 7        | Test number measure 2                                 |
-| 18245  | 1259     | 8        | Test max(string) measure 2                            |
-| 18245  | 1259     | 9        | Test max(time) measure 2                              |
-| 18245  | 1259     | 10       | Test number measure 3                                 |
-| 18245  | 1259     | 11       | Test max(string) measure 3                            |
-| 18245  | 1259     | 12       | Test max(time) measure 3                              |
-| 18245  | 1259     | 13       | Test number measure 4                                 |
-| 18245  | 1259     | 14       | Test max(string) measure 4                            |
-| 18245  | 1259     | 15       | Test max(time) measure 4                              |
-| 18245  | 1259     | 16       | Test number measure 5                                 |
-| 18245  | 1259     | 17       | Test max(string) measure 5                            |
-| 18245  | 1259     | 18       | Test max(time) measure 5                              |
-| 18245  | 1259     | 19       | Test number measure 6                                 |
-| 18245  | 1259     | 20       | Test max(string) measure 6                            |
-| 18245  | 1259     | 21       | Test max(time) measure 6                              |
-| 18245  | 1259     | 22       | Test number measure 7                                 |
-| 18245  | 1259     | 23       | Test max(string) measure 7                            |
-| 18245  | 1259     | 24       | Test max(time) measure 7                              |
-| 18245  | 1259     | 25       | Test number measure 8                                 |
-| 18245  | 1259     | 26       | Test max(string) measure 8                            |
-| 18245  | 1259     | 27       | Test max(time) measure 8                              |
-| 18245  | 1259     | 28       | Test number measure 9                                 |
-| 18245  | 1259     | 29       | Test max(string) measure 9                            |
-| 18245  | 1259     | 30       | Test max(time) measure 9                              |
-| 18245  | 1259     | 31       | Test count measure                                    |
-| 18245  | 1259     | 32       | Test maxPrice measure                                 |
-| 18245  | 1259     | 33       | Test minPrice measure                                 |
-| 18245  | 1259     | 34       | Test avgPrice measure                                 |
-| 18245  | 1259     | 35       | Test countDistinct measure                            |
-| 18245  | 1259     | 36       | Test numeric dimention 0                              |
-| 18245  | 1259     | 37       | Test string dimention 0                               |
-| 18245  | 1259     | 38       | Test time dimention 0                                 |
-| 18245  | 1259     | 39       | Test numeric dimention 1                              |
-| 18245  | 1259     | 40       | Test string dimention 1                               |
-| 18245  | 1259     | 41       | Test time dimention 1                                 |
-| 18245  | 1259     | 42       | Test numeric dimention 2                              |
-| 18245  | 1259     | 43       | Test string dimention 2                               |
-| 18245  | 1259     | 44       | Test time dimention 2                                 |
-| 18245  | 1259     | 45       | Test numeric dimention 3                              |
-| 18245  | 1259     | 46       | Test string dimention 3                               |
-| 18245  | 1259     | 47       | Test time dimention 3                                 |
-| 18245  | 1259     | 48       | Test numeric dimention 4                              |
-| 18245  | 1259     | 49       | Test string dimention 4                               |
-| 18245  | 1259     | 50       | Test time dimention 4                                 |
-| 18245  | 1259     | 51       | Test numeric dimention 5                              |
-| 18245  | 1259     | 52       | Test string dimention 5                               |
-| 18245  | 1259     | 53       | Test time dimention 5                                 |
-| 18245  | 1259     | 54       | Test numeric dimention 6                              |
-| 18245  | 1259     | 55       | Test string dimention 6                               |
-| 18245  | 1259     | 56       | Test time dimention 6                                 |
-| 18245  | 1259     | 57       | Test numeric dimention 7                              |
-| 18245  | 1259     | 58       | Test string dimention 7                               |
-| 18245  | 1259     | 59       | Test time dimention 7                                 |
-| 18245  | 1259     | 60       | Test numeric dimention 8                              |
-| 18245  | 1259     | 61       | Test string dimention 8                               |
-| 18245  | 1259     | 62       | Test time dimention 8                                 |
-| 18245  | 1259     | 63       | Test numeric dimention 9                              |
-| 18245  | 1259     | 64       | Test string dimention 9                               |
-| 18245  | 1259     | 65       | Test time dimention 9                                 |
-| 18245  | 1259     | 66       | Virtual column for security context switching         |
-| 18245  | 1259     | 67       | Virtual column for joining cubes                      |
+| 18000  | 1259     | 10       | Customer gender                                       |
+| 18000  | 1259     | 14       | Male users segment                                    |
+| 18000  | 1259     | 16       | Virtual column for security context switching         |
+| 18000  | 1259     | 17       | Virtual column for joining cubes                      |
+| 18020  | 1259     | 6        | Virtual column for security context switching         |
+| 18020  | 1259     | 7        | Virtual column for joining cubes                      |
+| 18030  | 1259     | 2        | Virtual column for security context switching         |
+| 18030  | 1259     | 3        | Virtual column for joining cubes                      |
+| 18036  | 1259     | 206      | Virtual column for security context switching         |
+| 18036  | 1259     | 207      | Virtual column for joining cubes                      |
+| 18246  | 1259     | 0        | Test cube with a little bit of everything             |
+| 18246  | 1259     | 1        | Test number measure 0                                 |
+| 18246  | 1259     | 2        | Test max(string) measure 0                            |
+| 18246  | 1259     | 3        | Test max(time) measure 0                              |
+| 18246  | 1259     | 4        | Test number measure 1                                 |
+| 18246  | 1259     | 5        | Test max(string) measure 1                            |
+| 18246  | 1259     | 6        | Test max(time) measure 1                              |
+| 18246  | 1259     | 7        | Test number measure 2                                 |
+| 18246  | 1259     | 8        | Test max(string) measure 2                            |
+| 18246  | 1259     | 9        | Test max(time) measure 2                              |
+| 18246  | 1259     | 10       | Test number measure 3                                 |
+| 18246  | 1259     | 11       | Test max(string) measure 3                            |
+| 18246  | 1259     | 12       | Test max(time) measure 3                              |
+| 18246  | 1259     | 13       | Test number measure 4                                 |
+| 18246  | 1259     | 14       | Test max(string) measure 4                            |
+| 18246  | 1259     | 15       | Test max(time) measure 4                              |
+| 18246  | 1259     | 16       | Test number measure 5                                 |
+| 18246  | 1259     | 17       | Test max(string) measure 5                            |
+| 18246  | 1259     | 18       | Test max(time) measure 5                              |
+| 18246  | 1259     | 19       | Test number measure 6                                 |
+| 18246  | 1259     | 20       | Test max(string) measure 6                            |
+| 18246  | 1259     | 21       | Test max(time) measure 6                              |
+| 18246  | 1259     | 22       | Test number measure 7                                 |
+| 18246  | 1259     | 23       | Test max(string) measure 7                            |
+| 18246  | 1259     | 24       | Test max(time) measure 7                              |
+| 18246  | 1259     | 25       | Test number measure 8                                 |
+| 18246  | 1259     | 26       | Test max(string) measure 8                            |
+| 18246  | 1259     | 27       | Test max(time) measure 8                              |
+| 18246  | 1259     | 28       | Test number measure 9                                 |
+| 18246  | 1259     | 29       | Test max(string) measure 9                            |
+| 18246  | 1259     | 30       | Test max(time) measure 9                              |
+| 18246  | 1259     | 31       | Test count measure                                    |
+| 18246  | 1259     | 32       | Test maxPrice measure                                 |
+| 18246  | 1259     | 33       | Test minPrice measure                                 |
+| 18246  | 1259     | 34       | Test avgPrice measure                                 |
+| 18246  | 1259     | 35       | Test countDistinct measure                            |
+| 18246  | 1259     | 36       | Test numeric dimention 0                              |
+| 18246  | 1259     | 37       | Test string dimention 0                               |
+| 18246  | 1259     | 38       | Test time dimention 0                                 |
+| 18246  | 1259     | 39       | Test numeric dimention 1                              |
+| 18246  | 1259     | 40       | Test string dimention 1                               |
+| 18246  | 1259     | 41       | Test time dimention 1                                 |
+| 18246  | 1259     | 42       | Test numeric dimention 2                              |
+| 18246  | 1259     | 43       | Test string dimention 2                               |
+| 18246  | 1259     | 44       | Test time dimention 2                                 |
+| 18246  | 1259     | 45       | Test numeric dimention 3                              |
+| 18246  | 1259     | 46       | Test string dimention 3                               |
+| 18246  | 1259     | 47       | Test time dimention 3                                 |
+| 18246  | 1259     | 48       | Test numeric dimention 4                              |
+| 18246  | 1259     | 49       | Test string dimention 4                               |
+| 18246  | 1259     | 50       | Test time dimention 4                                 |
+| 18246  | 1259     | 51       | Test numeric dimention 5                              |
+| 18246  | 1259     | 52       | Test string dimention 5                               |
+| 18246  | 1259     | 53       | Test time dimention 5                                 |
+| 18246  | 1259     | 54       | Test numeric dimention 6                              |
+| 18246  | 1259     | 55       | Test string dimention 6                               |
+| 18246  | 1259     | 56       | Test time dimention 6                                 |
+| 18246  | 1259     | 57       | Test numeric dimention 7                              |
+| 18246  | 1259     | 58       | Test string dimention 7                               |
+| 18246  | 1259     | 59       | Test time dimention 7                                 |
+| 18246  | 1259     | 60       | Test numeric dimention 8                              |
+| 18246  | 1259     | 61       | Test string dimention 8                               |
+| 18246  | 1259     | 62       | Test time dimention 8                                 |
+| 18246  | 1259     | 63       | Test numeric dimention 9                              |
+| 18246  | 1259     | 64       | Test string dimention 9                               |
+| 18246  | 1259     | 65       | Test time dimention 9                                 |
+| 18246  | 1259     | 66       | Virtual column for security context switching         |
+| 18246  | 1259     | 67       | Virtual column for joining cubes                      |
 +--------+----------+----------+-------------------------------------------------------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgshdescription_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgshdescription_postgres.snap
new file mode 100644
index 0000000000000..ad8db5b2ea943
--- /dev/null
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgshdescription_postgres.snap
@@ -0,0 +1,8 @@
+---
+source: cubesql/src/compile/mod.rs
+expression: "execute_query(\"SELECT * FROM pg_catalog.pg_shdescription\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
+---
++--------+----------+-------------+
+| objoid | classoid | description |
++--------+----------+-------------+
++--------+----------+-------------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstatiousertables_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstatiousertables_postgres.snap
index 201fcc4f08115..07a623b032138 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstatiousertables_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstatiousertables_postgres.snap
@@ -1,14 +1,13 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 9270
-expression: "execute_query(\"SELECT * FROM pg_catalog.pg_statio_user_tables ORDER BY relid ASC\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM pg_catalog.pg_statio_user_tables ORDER BY relid ASC\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +-------+------------+---------------------------+----------------+---------------+---------------+--------------+-----------------+----------------+----------------+---------------+
 | relid | schemaname | relname                   | heap_blks_read | heap_blks_hit | idx_blks_read | idx_blks_hit | toast_blks_read | toast_blks_hit | tidx_blks_read | tidx_blks_hit |
 +-------+------------+---------------------------+----------------+---------------+---------------+--------------+-----------------+----------------+----------------+---------------+
 | 18000 | public     | KibanaSampleDataEcommerce | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
-| 18019 | public     | Logs                      | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
-| 18029 | public     | NumberCube                | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
-| 18035 | public     | WideCube                  | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
-| 18245 | public     | MultiTypeCube             | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
+| 18020 | public     | Logs                      | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
+| 18030 | public     | NumberCube                | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
+| 18036 | public     | WideCube                  | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
+| 18246 | public     | MultiTypeCube             | 0              | 0             | 0             | 0            | NULL            | NULL           | NULL           | NULL          |
 +-------+------------+---------------------------+----------------+---------------+---------------+--------------+-----------------+----------------+----------------+---------------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstats_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstats_postgres.snap
index 7a9bdbe7b15fb..4f7cf1587e23a 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstats_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgstats_postgres.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 9284
-expression: "execute_query(\"SELECT * FROM pg_catalog.pg_stats\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM pg_catalog.pg_stats\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +------------+---------------------------+--------------------+-----------+-----------+-----------+------------+------------------+-------------------+------------------+-------------+-------------------+------------------------+----------------------+
 | schemaname | tablename                 | attname            | inherited | null_frac | avg_width | n_distinct | most_common_vals | most_common_freqs | histogram_bounds | correlation | most_common_elems | most_common_elem_freqs | elem_count_histogram |
@@ -12,6 +11,7 @@ expression: "execute_query(\"SELECT * FROM pg_catalog.pg_stats\".to_string(),\n
 | public     | KibanaSampleDataEcommerce | minPrice           | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
 | public     | KibanaSampleDataEcommerce | avgPrice           | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
 | public     | KibanaSampleDataEcommerce | countDistinct      | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
+| public     | KibanaSampleDataEcommerce | id                 | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
 | public     | KibanaSampleDataEcommerce | order_date         | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
 | public     | KibanaSampleDataEcommerce | last_mod           | false     | 0         | 8         | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
 | public     | KibanaSampleDataEcommerce | customer_gender    | false     | 0         | 64        | 0          | NULL             | NULL              | NULL             | NULL        | NULL              | NULL                   | NULL                 |
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgtype_postgres.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgtype_postgres.snap
index 72196b441a7a5..15f6c2da4cae8 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgtype_postgres.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__pgcatalog_pgtype_postgres.snap
@@ -1,7 +1,6 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 8988
-expression: "execute_query(\"SELECT * FROM pg_catalog.pg_type ORDER BY oid ASC\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM pg_catalog.pg_type ORDER BY oid ASC\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +-------+----------------------------+--------------+----------+--------+----------+---------+-------------+---------------+--------------+----------+----------+-----------------------------+---------+----------+-------------------+-----------+------------+---------+----------+-----------+------------+----------+------------+------------+-------------+-----------+----------+--------------+---------------+------------+--------+
 | oid   | typname                    | typnamespace | typowner | typlen | typbyval | typtype | typcategory | typisprefered | typisdefined | typdelim | typrelid | typsubscript                | typelem | typarray | typinput          | typoutput | typreceive | typsend | typmodin | typmodout | typanalyze | typalign | typstorage | typnotnull | typbasetype | typtypmod | typndims | typcollation | typdefaultbin | typdefault | typacl |
@@ -92,12 +91,12 @@ expression: "execute_query(\"SELECT * FROM pg_catalog.pg_type ORDER BY oid ASC\"
 | 13410 | sql_identifier             | 13000        | 10       | 64     | false    | d       | S           | false         | true         | ,        | 0        | -                           | 0       | 0        | sql_identifierin  | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | c        | p          | false      | 19          | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
 | 18001 | KibanaSampleDataEcommerce  | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18000    | -                           | 0       | 18002    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
 | 18002 | _KibanaSampleDataEcommerce | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18001   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18020 | Logs                       | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18019    | -                           | 0       | 18021    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18021 | _Logs                      | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18020   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18030 | NumberCube                 | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18029    | -                           | 0       | 18031    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18031 | _NumberCube                | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18030   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18036 | WideCube                   | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18035    | -                           | 0       | 18037    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18037 | _WideCube                  | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18036   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18246 | MultiTypeCube              | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18245    | -                           | 0       | 18247    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
-| 18247 | _MultiTypeCube             | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18246   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18021 | Logs                       | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18020    | -                           | 0       | 18022    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18022 | _Logs                      | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18021   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18031 | NumberCube                 | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18030    | -                           | 0       | 18032    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18032 | _NumberCube                | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18031   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18037 | WideCube                   | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18036    | -                           | 0       | 18038    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18038 | _WideCube                  | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18037   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18247 | MultiTypeCube              | 2200         | 10       | -1     | false    | c       | C           | false         | true         | ,        | 18246    | -                           | 0       | 18248    | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | i        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
+| 18248 | _MultiTypeCube             | 2200         | 10       | -1     | false    | b       | A           | false         | true         | ,        | 0        | array_subscript_handler     | 18247   | 0        | record_in         | NULL      | 0          | NULL    | NULL     | NULL      | NULL       | d        | x          | false      | 0           | -1        | NULL     | NULL         | NULL          | NULL       | NULL   |
 +-------+----------------------------+--------------+----------+--------+----------+---------+-------------+---------------+--------------+----------+----------+-----------------------------+---------+----------+-------------------+-----------+------------+---------+----------+-----------+------------+----------+------------+------------+-------------+-----------+----------+--------------+---------------+------------+--------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__redshift_svv_table_info.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__redshift_svv_table_info.snap
index c16e2f718da1c..483afec45ff44 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__redshift_svv_table_info.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__redshift_svv_table_info.snap
@@ -1,14 +1,13 @@
 ---
 source: cubesql/src/compile/mod.rs
-assertion_line: 6643
-expression: "execute_query(\"SELECT * FROM svv_table_info ORDER BY table_id ASC\".to_string(),\n            DatabaseProtocol::PostgreSQL).await?"
+expression: "execute_query(\"SELECT * FROM svv_table_info ORDER BY table_id ASC\".to_string(),\nDatabaseProtocol::PostgreSQL).await?"
 ---
 +----------+--------+----------+---------------------------+---------+-----------+---------------+-------------+--------------+-------------+------+----------+-------+----------+-----------+----------+---------------+-----------+------------------------+------------+---------------------+
 | database | schema | table_id | table                     | encoded | diststyle | sortkey1      | max_varchar | sortkey1_enc | sortkey_num | size | pct_used | empty | unsorted | stats_off | tbl_rows | skew_sortkey1 | skew_rows | estimated_visible_rows | risk_event | vacuum_sort_benefit |
 +----------+--------+----------+---------------------------+---------+-----------+---------------+-------------+--------------+-------------+------+----------+-------+----------+-----------+----------+---------------+-----------+------------------------+------------+---------------------+
 | cubedb   | public | 18000    | KibanaSampleDataEcommerce | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
-| cubedb   | public | 18019    | Logs                      | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
-| cubedb   | public | 18029    | NumberCube                | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
-| cubedb   | public | 18035    | WideCube                  | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
-| cubedb   | public | 18245    | MultiTypeCube             | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
+| cubedb   | public | 18020    | Logs                      | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
+| cubedb   | public | 18030    | NumberCube                | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
+| cubedb   | public | 18036    | WideCube                  | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
+| cubedb   | public | 18246    | MultiTypeCube             | N       | AUTO(ALL) | AUTO(SORTKEY) | 0           | NULL         | 0           | 5    | 0.0013   | 0     | NULL     | 100       | 100000   | NULL          | NULL      | 100000                 | NULL       | NULL                |
 +----------+--------+----------+---------------------------+---------+-----------+---------------+-------------+--------------+-------------+------+----------+-------+----------+-----------+----------+---------------+-----------+------------------------+------------+---------------------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_0.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_0.snap
index ff733682184ea..df770cc7651fd 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_0.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_0.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select pg_class.oid as oid from pg_class order by p
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_1.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_1.snap
index 3da0a622c0558..4e3bae1a90c3e 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_1.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_1.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select * from (select pg_class.oid AS oid from pg_c
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_2.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_2.snap
index af8167a287527..cd8795044c9f7 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_2.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_2.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select * from (select oid from pg_class order by pg
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_3.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_3.snap
index 8326278645ef9..ad054eae4d281 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_3.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_3.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select t.oid as oid from (select oid as oid from pg
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_6.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_6.snap
index 401911e2934a0..2f74e870f20e6 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_6.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_6.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select pg_class.oid as oid from pg_class group by p
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_7.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_7.snap
index d06c8722b440a..9ee1dea9d1a99 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_7.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__test_sort_relations_7.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"select * from (select oid from pg_class group by pg
 +-------+
 | 1259  |
 | 18000 |
-| 18019 |
-| 18029 |
-| 18035 |
-| 18245 |
+| 18020 |
+| 18030 |
+| 18036 |
+| 18246 |
 +-------+
diff --git a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__thought_spot_table_columns.snap b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__thought_spot_table_columns.snap
index ebec7d37ee693..9a824bbfb19e6 100644
--- a/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__thought_spot_table_columns.snap
+++ b/rust/cubesql/cubesql/src/compile/snapshots/cubesql__compile__tests__thought_spot_table_columns.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"SELECT * FROM ( SELECT current_database() AS TABLE_
 | cubedb    | public      | KibanaSampleDataEcommerce | minPrice           | 2         | numeric   | -1          | NULL          | 65531          | 10             | NULL     | NULL                                          | NULL       | 2             | NULL             | 65535             | 4                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
 | cubedb    | public      | KibanaSampleDataEcommerce | avgPrice           | 2         | numeric   | -1          | NULL          | 65531          | 10             | NULL     | NULL                                          | NULL       | 2             | NULL             | 65535             | 5                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
 | cubedb    | public      | KibanaSampleDataEcommerce | countDistinct      | -5        | int8      | 19          | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -5            | NULL             | 19                | 6                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | order_date         | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 7                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | last_mod           | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 8                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | customer_gender    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Customer gender                               | NULL       | 12            | NULL             | 2147483647        | 9                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | notes              | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | 12            | NULL             | 2147483647        | 10               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | taxful_total_price | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 11               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | has_subscription   | -7        | bool      | 1           | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | -7            | NULL             | 1                 | 12               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | is_male            | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | Male users segment                            | NULL       | -7            | NULL             | 1                 | 13               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | is_female          | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -7            | NULL             | 1                 | 14               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | __user             | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for security context switching | NULL       | 12            | NULL             | 2147483647        | 15               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | __cubeJoinField    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for joining cubes              | NULL       | 12            | NULL             | 2147483647        | 16               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | id                 | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 7                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | order_date         | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 8                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | last_mod           | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 9                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | customer_gender    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Customer gender                               | NULL       | 12            | NULL             | 2147483647        | 10               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | notes              | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | 12            | NULL             | 2147483647        | 11               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | taxful_total_price | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 12               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | has_subscription   | -7        | bool      | 1           | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | -7            | NULL             | 1                 | 13               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | is_male            | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | Male users segment                            | NULL       | -7            | NULL             | 1                 | 14               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | is_female          | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -7            | NULL             | 1                 | 15               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | __user             | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for security context switching | NULL       | 12            | NULL             | 2147483647        | 16               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | __cubeJoinField    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for joining cubes              | NULL       | 12            | NULL             | 2147483647        | 17               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
 +-----------+-------------+---------------------------+--------------------+-----------+-----------+-------------+---------------+----------------+----------------+----------+-----------------------------------------------+------------+---------------+------------------+-------------------+------------------+-------------+---------------+--------------+-------------+------------------+------------------+--------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/mod.rs b/rust/cubesql/cubesql/src/compile/test/mod.rs
index 9ded03081ede3..e711d9e9a591e 100644
--- a/rust/cubesql/cubesql/src/compile/test/mod.rs
+++ b/rust/cubesql/cubesql/src/compile/test/mod.rs
@@ -60,6 +60,11 @@ pub fn get_test_meta() -> Vec<CubeMeta> {
             title: None,
             r#type: V1CubeMetaType::Cube,
             dimensions: vec![
+                CubeMetaDimension {
+                    name: "KibanaSampleDataEcommerce.id".to_string(),
+                    r#type: "number".to_string(),
+                    ..CubeMetaDimension::default()
+                },
                 CubeMetaDimension {
                     name: "KibanaSampleDataEcommerce.order_date".to_string(),
                     r#type: "time".to_string(),
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_columns.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_columns.snap
new file mode 100644
index 0000000000000..4148f0d56245f
Binary files /dev/null and b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_columns.snap differ
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables.snap
new file mode 100644
index 0000000000000..6bffcd63e7a4c
--- /dev/null
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables.snap
@@ -0,0 +1,13 @@
+---
+source: cubesql/src/compile/test/test_introspection.rs
+expression: "execute_query(r#\"\n            select c.oid,pg_catalog.pg_total_relation_size(c.oid) as total_rel_size,pg_catalog.pg_relation_size(c.oid) as rel_size\n            FROM pg_class c\n            WHERE c.relnamespace=2200\n            ORDER BY c.oid\n            \"#.to_string(),\nDatabaseProtocol::PostgreSQL).await?"
+---
++-------+----------------+----------+
+| oid   | total_rel_size | rel_size |
++-------+----------------+----------+
+| 18000 | 8192           | 8192     |
+| 18020 | 8192           | 8192     |
+| 18030 | 8192           | 8192     |
+| 18036 | 8192           | 8192     |
+| 18246 | 8192           | 8192     |
++-------+----------------+----------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables_with_descriptions.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables_with_descriptions.snap
new file mode 100644
index 0000000000000..6656934629127
--- /dev/null
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__dbeaver_introspection_tables_with_descriptions.snap
@@ -0,0 +1,13 @@
+---
+source: cubesql/src/compile/test/test_introspection.rs
+expression: "execute_query(r#\"\n            SELECT c.oid,c.*,d.description,pg_catalog.pg_get_expr(c.relpartbound, c.oid) as partition_expr,  pg_catalog.pg_get_partkeydef(c.oid) as partition_key \n            FROM pg_catalog.pg_class c\n            LEFT OUTER JOIN pg_catalog.pg_description d ON d.objoid=c.oid AND d.objsubid=0 AND d.classoid='pg_class'::regclass\n            WHERE c.relnamespace=2200 AND c.relkind not in ('i','I','c')\n            ORDER BY c.oid\n            \"#.to_string(),\nDatabaseProtocol::PostgreSQL).await?"
+---
++-------+-------+---------------------------+--------------+---------+-----------+----------+-------+-------------+---------------+----------+-----------+---------------+---------------+-------------+-------------+----------------+---------+----------+-----------+-------------+----------------+----------------+----------------+---------------------+----------------+--------------+----------------+------------+--------------+------------+--------+------------+--------------+------------+-------------------------------------------------------+----------------+---------------+
+| _oid  | oid   | relname                   | relnamespace | reltype | reloftype | relowner | relam | relfilenode | reltablespace | relpages | reltuples | relallvisible | reltoastrelid | relhasindex | relisshared | relpersistence | relkind | relnatts | relchecks | relhasrules | relhastriggers | relhassubclass | relrowsecurity | relforcerowsecurity | relispopulated | relreplident | relispartition | relrewrite | relfrozenxid | relminmxid | relacl | reloptions | relpartbound | relhasoids | description                                           | partition_expr | partition_key |
++-------+-------+---------------------------+--------------+---------+-----------+----------+-------+-------------+---------------+----------+-----------+---------------+---------------+-------------+-------------+----------------+---------+----------+-----------+-------------+----------------+----------------+----------------+---------------------+----------------+--------------+----------------+------------+--------------+------------+--------+------------+--------------+------------+-------------------------------------------------------+----------------+---------------+
+| 18000 | 18000 | KibanaSampleDataEcommerce | 2200         | 18001   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 17       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      | Sample data for tracking eCommerce orders from Kibana | NULL           | NULL          |
+| 18020 | 18020 | Logs                      | 2200         | 18021   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 7        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      | NULL                                                  | NULL           | NULL          |
+| 18030 | 18030 | NumberCube                | 2200         | 18031   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 3        | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      | NULL                                                  | NULL           | NULL          |
+| 18036 | 18036 | WideCube                  | 2200         | 18037   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 207      | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      | NULL                                                  | NULL           | NULL          |
+| 18246 | 18246 | MultiTypeCube             | 2200         | 18247   | 0         | 10       | 2     | 0           | 0             | 0        | -1        | 0             | 0             | false       | false       | p              | r       | 67       | 0         | false       | false          | false          | false          | false               | true           | p            | false          | 0          | 0            | 1          | NULL   | NULL       | NULL         | false      | Test cube with a little bit of everything             | NULL           | NULL          |
++-------+-------+---------------------------+--------------+---------+-----------+----------+-------+-------------+---------------+----------+-----------+---------------+---------------+-------------+-------------+----------------+---------+----------+-----------+-------------+----------------+----------------+----------------+---------------------+----------------+--------------+----------------+------------+--------------+------------+--------+------------+--------------+------------+-------------------------------------------------------+----------------+---------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_exists_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_exists_query.snap
index db36a09ccad04..fd4ae8f13a49c 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_exists_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_exists_query.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"\n                SELECT\n                    a.att
 | minPrice           | 4            | 1700     | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1700     | false           | -1     | NULL      | NULL  | NULL              |
 | avgPrice           | 5            | 1700     | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1700     | false           | -1     | NULL      | NULL  | NULL              |
 | countDistinct      | 6            | 20       | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 20       | false           | -1     | 64        | 0     | NULL              |
-| order_date         | 7            | 1114     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1114     | false           | -1     | NULL      | NULL  | 6                 |
-| last_mod           | 8            | 1114     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1114     | false           | -1     | NULL      | NULL  | 6                 |
-| customer_gender    | 9            | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
-| notes              | 10           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
-| taxful_total_price | 11           | 1700     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1700     | false           | -1     | NULL      | NULL  | NULL              |
-| has_subscription   | 12           | 16       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
-| is_male            | 13           | 16       | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
-| is_female          | 14           | 16       | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
-| __user             | 15           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
-| __cubeJoinField    | 16           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
+| id                 | 7            | 1700     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1700     | false           | -1     | NULL      | NULL  | NULL              |
+| order_date         | 8            | 1114     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1114     | false           | -1     | NULL      | NULL  | 6                 |
+| last_mod           | 9            | 1114     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1114     | false           | -1     | NULL      | NULL  | 6                 |
+| customer_gender    | 10           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
+| notes              | 11           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
+| taxful_total_price | 12           | 1700     | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 1700     | false           | -1     | NULL      | NULL  | NULL              |
+| has_subscription   | 13           | 16       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
+| is_male            | 14           | 16       | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
+| is_female          | 15           | 16       | -1       | true   | KibanaSampleDataEcommerce | public | false | false    | NULL     | 16       | false           | -1     | NULL      | NULL  | NULL              |
+| __user             | 16           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
+| __cubeJoinField    | 17           | 25       | -1       | false  | KibanaSampleDataEcommerce | public | false | false    | NULL     | 25       | false           | -1     | NULL      | NULL  | NULL              |
 +--------------------+--------------+----------+----------+--------+---------------------------+--------+-------+----------+----------+----------+-----------------+--------+-----------+-------+-------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_large_select_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_large_select_query.snap
index 4d8a3a0f57060..36bd8bb894573 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_large_select_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_large_select_query.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"\n                SELECT\n                    na.ns
 | public | KibanaSampleDataEcommerce | minPrice           | 4        | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | numeric   | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
 | public | KibanaSampleDataEcommerce | avgPrice           | 5        | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | numeric   | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
 | public | KibanaSampleDataEcommerce | countDistinct      | 6        | false    | -1     | 64        | 0     | NULL           | true     | false           | false     | 0             | 0         | false   | int8      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | order_date         | 7        | true     | -1     | NULL      | NULL  | 6              | false    | false           | false     | 0             | 0         | false   | timestamp | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | last_mod           | 8        | true     | -1     | NULL      | NULL  | 6              | false    | false           | false     | 0             | 0         | false   | timestamp | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | customer_gender    | 9        | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Customer gender                               | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | notes              | 10       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | taxful_total_price | 11       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | numeric   | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | has_subscription   | 12       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | is_male            | 13       | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | Male users segment                            | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | is_female          | 14       | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | __user             | 15       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Virtual column for security context switching | NULL    | NULL      |              | NULL         | false |
-| public | KibanaSampleDataEcommerce | __cubeJoinField    | 16       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Virtual column for joining cubes              | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | id                 | 7        | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | numeric   | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | order_date         | 8        | true     | -1     | NULL      | NULL  | 6              | false    | false           | false     | 0             | 0         | false   | timestamp | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | last_mod           | 9        | true     | -1     | NULL      | NULL  | 6              | false    | false           | false     | 0             | 0         | false   | timestamp | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | customer_gender    | 10       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Customer gender                               | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | notes              | 11       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | taxful_total_price | 12       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | numeric   | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | has_subscription   | 13       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | is_male            | 14       | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | Male users segment                            | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | is_female          | 15       | false    | -1     | NULL      | NULL  | NULL           | true     | false           | false     | 0             | 0         | false   | bool      | pg_catalog | NULL              | NULL                                          | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | __user             | 16       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Virtual column for security context switching | NULL    | NULL      |              | NULL         | false |
+| public | KibanaSampleDataEcommerce | __cubeJoinField    | 17       | true     | -1     | NULL      | NULL  | NULL           | false    | false           | false     | 0             | 0         | false   | text      | pg_catalog | NULL              | Virtual column for joining cubes              | NULL    | NULL      |              | NULL         | false |
 +--------+---------------------------+--------------------+----------+----------+--------+-----------+-------+----------------+----------+-----------------+-----------+---------------+-----------+---------+-----------+------------+-------------------+-----------------------------------------------+---------+-----------+--------------+--------------+-------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_select_db_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_select_db_query.snap
index 6c3c50c674549..f658e2674764c 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_select_db_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__excel_select_db_query.snap
@@ -5,9 +5,9 @@ expression: "execute_query(\"\n                SELECT\n                    'db'
 +----------+--------+---------------------------+-----------+---------+-------+------+---------+--------------+-----------+-------------------------------------------------------+--------------+----------------+------------+-------------------------+
 | Database | Schema | Name                      | TableType | definer | Oid   | ACL  | HasOids | HasSubtables | RowNumber | Comment                                               | ColumnNumber | TriggersNumber | Constraint | ColumnConstrainsIndexes |
 +----------+--------+---------------------------+-----------+---------+-------+------+---------+--------------+-----------+-------------------------------------------------------+--------------+----------------+------------+-------------------------+
-| db       | public | KibanaSampleDataEcommerce | User      | ovr     | 18000 | NULL | true    | false        | -1        | Sample data for tracking eCommerce orders from Kibana | 16           | false          | NULL       | NULL                    |
-| db       | public | Logs                      | User      | ovr     | 18019 | NULL | true    | false        | -1        | NULL                                                  | 7            | false          | NULL       | NULL                    |
-| db       | public | MultiTypeCube             | User      | ovr     | 18245 | NULL | true    | false        | -1        | Test cube with a little bit of everything             | 67           | false          | NULL       | NULL                    |
-| db       | public | NumberCube                | User      | ovr     | 18029 | NULL | true    | false        | -1        | NULL                                                  | 3            | false          | NULL       | NULL                    |
-| db       | public | WideCube                  | User      | ovr     | 18035 | NULL | true    | false        | -1        | NULL                                                  | 207          | false          | NULL       | NULL                    |
+| db       | public | KibanaSampleDataEcommerce | User      | ovr     | 18000 | NULL | true    | false        | -1        | Sample data for tracking eCommerce orders from Kibana | 17           | false          | NULL       | NULL                    |
+| db       | public | Logs                      | User      | ovr     | 18020 | NULL | true    | false        | -1        | NULL                                                  | 7            | false          | NULL       | NULL                    |
+| db       | public | MultiTypeCube             | User      | ovr     | 18246 | NULL | true    | false        | -1        | Test cube with a little bit of everything             | 67           | false          | NULL       | NULL                    |
+| db       | public | NumberCube                | User      | ovr     | 18030 | NULL | true    | false        | -1        | NULL                                                  | 3            | false          | NULL       | NULL                    |
+| db       | public | WideCube                  | User      | ovr     | 18036 | NULL | true    | false        | -1        | NULL                                                  | 207          | false          | NULL       | NULL                    |
 +----------+--------+---------------------------+-----------+---------+-------+------+---------+--------------+-----------+-------------------------------------------------------+--------------+----------------+------------+-------------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__google_sheets_pg_database_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__google_sheets_pg_database_query.snap
index 1505c416964fc..5871f95bb576d 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__google_sheets_pg_database_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__google_sheets_pg_database_query.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"\n                SELECT\n                    cl.re
 | KibanaSampleDataEcommerce | minPrice           | 4        | false    | false | false           | numeric   | -1     | NULL      | NULL  | NULL           |
 | KibanaSampleDataEcommerce | avgPrice           | 5        | false    | false | false           | numeric   | -1     | NULL      | NULL  | NULL           |
 | KibanaSampleDataEcommerce | countDistinct      | 6        | false    | false | false           | int8      | -1     | 64        | 0     | NULL           |
-| KibanaSampleDataEcommerce | order_date         | 7        | true     | false | false           | timestamp | -1     | NULL      | NULL  | 6              |
-| KibanaSampleDataEcommerce | last_mod           | 8        | true     | false | false           | timestamp | -1     | NULL      | NULL  | 6              |
-| KibanaSampleDataEcommerce | customer_gender    | 9        | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | notes              | 10       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | taxful_total_price | 11       | true     | false | false           | numeric   | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | has_subscription   | 12       | true     | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | is_male            | 13       | false    | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | is_female          | 14       | false    | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | __user             | 15       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
-| KibanaSampleDataEcommerce | __cubeJoinField    | 16       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | id                 | 7        | true     | false | false           | numeric   | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | order_date         | 8        | true     | false | false           | timestamp | -1     | NULL      | NULL  | 6              |
+| KibanaSampleDataEcommerce | last_mod           | 9        | true     | false | false           | timestamp | -1     | NULL      | NULL  | 6              |
+| KibanaSampleDataEcommerce | customer_gender    | 10       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | notes              | 11       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | taxful_total_price | 12       | true     | false | false           | numeric   | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | has_subscription   | 13       | true     | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | is_male            | 14       | false    | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | is_female          | 15       | false    | false | false           | bool      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | __user             | 16       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
+| KibanaSampleDataEcommerce | __cubeJoinField    | 17       | true     | false | false           | text      | -1     | NULL      | NULL  | NULL           |
 +---------------------------+--------------------+----------+----------+-------+-----------------+-----------+--------+-----------+-------+----------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__holistics_in_subquery_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__holistics_in_subquery_query.snap
index 17533608ab954..bf4436137d32e 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__holistics_in_subquery_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__holistics_in_subquery_query.snap
@@ -12,6 +12,7 @@ expression: "execute_query(\"SELECT\\n          n.nspname || '.' || c.relname AS
 | public.KibanaSampleDataEcommerce | countDistinct      | bigint                      |
 | public.KibanaSampleDataEcommerce | customer_gender    | text                        |
 | public.KibanaSampleDataEcommerce | has_subscription   | boolean                     |
+| public.KibanaSampleDataEcommerce | id                 | numeric                     |
 | public.KibanaSampleDataEcommerce | is_female          | boolean                     |
 | public.KibanaSampleDataEcommerce | is_male            | boolean                     |
 | public.KibanaSampleDataEcommerce | last_mod           | timestamp without time zone |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__metabase-2.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__metabase-2.snap
index ed4c9e5dc2a25..094f86868da68 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__metabase-2.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__metabase-2.snap
@@ -11,6 +11,7 @@ expression: "execute_query(\"SELECT \\\n                TABLE_SCHEMA TABLE_CAT,
 | db        | NULL        | KibanaSampleDataEcommerce | minPrice           | 1111      | NUMERIC   | 2147483647  | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | NO          | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
 | db        | NULL        | KibanaSampleDataEcommerce | avgPrice           | 1111      | NUMERIC   | 2147483647  | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | NO          | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
 | db        | NULL        | KibanaSampleDataEcommerce | countDistinct      | 4         | INT       | 2147483647  | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | NO          | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
+| db        | NULL        | KibanaSampleDataEcommerce | id                 | 1111      | NUMERIC   | 2147483647  | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | YES         | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
 | db        | NULL        | KibanaSampleDataEcommerce | order_date         | 93        | DATETIME  | NULL        | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | YES         | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
 | db        | NULL        | KibanaSampleDataEcommerce | last_mod           | 93        | DATETIME  | NULL        | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | YES         | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
 | db        | NULL        | KibanaSampleDataEcommerce | customer_gender    | 12        | VARCHAR   | 2147483647  | 65535         | 0              | 10             | 0        |         |            | 0             | 0                | 2147483647        | 0                | YES         | NULL          | NULL         | NULL        | NULL             | NO               | NO                 |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_1.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_1.snap
index 628f12e8fd094..ac87ab14ddfb6 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_1.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_1.snap
@@ -12,6 +12,7 @@ expression: "execute_query(\"\n                SELECT\n                    attre
 | 18000    | countDistinct      | NULL    |
 | 18000    | customer_gender    | NULL    |
 | 18000    | has_subscription   | NULL    |
+| 18000    | id                 | NULL    |
 | 18000    | is_female          | NULL    |
 | 18000    | is_male            | NULL    |
 | 18000    | last_mod           | NULL    |
@@ -21,288 +22,288 @@ expression: "execute_query(\"\n                SELECT\n                    attre
 | 18000    | order_date         | NULL    |
 | 18000    | sumPrice           | NULL    |
 | 18000    | taxful_total_price | NULL    |
-| 18019    | __cubeJoinField    | NULL    |
-| 18019    | __user             | NULL    |
-| 18019    | agentCount         | NULL    |
-| 18019    | agentCountApprox   | NULL    |
-| 18019    | content            | NULL    |
-| 18019    | id                 | NULL    |
-| 18019    | read               | NULL    |
-| 18029    | __cubeJoinField    | NULL    |
-| 18029    | __user             | NULL    |
-| 18029    | someNumber         | NULL    |
-| 18035    | __cubeJoinField    | NULL    |
-| 18035    | __user             | NULL    |
-| 18035    | avgPrice           | NULL    |
-| 18035    | count              | NULL    |
-| 18035    | countDistinct      | NULL    |
-| 18035    | dim0               | NULL    |
-| 18035    | dim1               | NULL    |
-| 18035    | dim10              | NULL    |
-| 18035    | dim11              | NULL    |
-| 18035    | dim12              | NULL    |
-| 18035    | dim13              | NULL    |
-| 18035    | dim14              | NULL    |
-| 18035    | dim15              | NULL    |
-| 18035    | dim16              | NULL    |
-| 18035    | dim17              | NULL    |
-| 18035    | dim18              | NULL    |
-| 18035    | dim19              | NULL    |
-| 18035    | dim2               | NULL    |
-| 18035    | dim20              | NULL    |
-| 18035    | dim21              | NULL    |
-| 18035    | dim22              | NULL    |
-| 18035    | dim23              | NULL    |
-| 18035    | dim24              | NULL    |
-| 18035    | dim25              | NULL    |
-| 18035    | dim26              | NULL    |
-| 18035    | dim27              | NULL    |
-| 18035    | dim28              | NULL    |
-| 18035    | dim29              | NULL    |
-| 18035    | dim3               | NULL    |
-| 18035    | dim30              | NULL    |
-| 18035    | dim31              | NULL    |
-| 18035    | dim32              | NULL    |
-| 18035    | dim33              | NULL    |
-| 18035    | dim34              | NULL    |
-| 18035    | dim35              | NULL    |
-| 18035    | dim36              | NULL    |
-| 18035    | dim37              | NULL    |
-| 18035    | dim38              | NULL    |
-| 18035    | dim39              | NULL    |
-| 18035    | dim4               | NULL    |
-| 18035    | dim40              | NULL    |
-| 18035    | dim41              | NULL    |
-| 18035    | dim42              | NULL    |
-| 18035    | dim43              | NULL    |
-| 18035    | dim44              | NULL    |
-| 18035    | dim45              | NULL    |
-| 18035    | dim46              | NULL    |
-| 18035    | dim47              | NULL    |
-| 18035    | dim48              | NULL    |
-| 18035    | dim49              | NULL    |
-| 18035    | dim5               | NULL    |
-| 18035    | dim50              | NULL    |
-| 18035    | dim51              | NULL    |
-| 18035    | dim52              | NULL    |
-| 18035    | dim53              | NULL    |
-| 18035    | dim54              | NULL    |
-| 18035    | dim55              | NULL    |
-| 18035    | dim56              | NULL    |
-| 18035    | dim57              | NULL    |
-| 18035    | dim58              | NULL    |
-| 18035    | dim59              | NULL    |
-| 18035    | dim6               | NULL    |
-| 18035    | dim60              | NULL    |
-| 18035    | dim61              | NULL    |
-| 18035    | dim62              | NULL    |
-| 18035    | dim63              | NULL    |
-| 18035    | dim64              | NULL    |
-| 18035    | dim65              | NULL    |
-| 18035    | dim66              | NULL    |
-| 18035    | dim67              | NULL    |
-| 18035    | dim68              | NULL    |
-| 18035    | dim69              | NULL    |
-| 18035    | dim7               | NULL    |
-| 18035    | dim70              | NULL    |
-| 18035    | dim71              | NULL    |
-| 18035    | dim72              | NULL    |
-| 18035    | dim73              | NULL    |
-| 18035    | dim74              | NULL    |
-| 18035    | dim75              | NULL    |
-| 18035    | dim76              | NULL    |
-| 18035    | dim77              | NULL    |
-| 18035    | dim78              | NULL    |
-| 18035    | dim79              | NULL    |
-| 18035    | dim8               | NULL    |
-| 18035    | dim80              | NULL    |
-| 18035    | dim81              | NULL    |
-| 18035    | dim82              | NULL    |
-| 18035    | dim83              | NULL    |
-| 18035    | dim84              | NULL    |
-| 18035    | dim85              | NULL    |
-| 18035    | dim86              | NULL    |
-| 18035    | dim87              | NULL    |
-| 18035    | dim88              | NULL    |
-| 18035    | dim89              | NULL    |
-| 18035    | dim9               | NULL    |
-| 18035    | dim90              | NULL    |
-| 18035    | dim91              | NULL    |
-| 18035    | dim92              | NULL    |
-| 18035    | dim93              | NULL    |
-| 18035    | dim94              | NULL    |
-| 18035    | dim95              | NULL    |
-| 18035    | dim96              | NULL    |
-| 18035    | dim97              | NULL    |
-| 18035    | dim98              | NULL    |
-| 18035    | dim99              | NULL    |
-| 18035    | maxPrice           | NULL    |
-| 18035    | measure0           | NULL    |
-| 18035    | measure1           | NULL    |
-| 18035    | measure10          | NULL    |
-| 18035    | measure11          | NULL    |
-| 18035    | measure12          | NULL    |
-| 18035    | measure13          | NULL    |
-| 18035    | measure14          | NULL    |
-| 18035    | measure15          | NULL    |
-| 18035    | measure16          | NULL    |
-| 18035    | measure17          | NULL    |
-| 18035    | measure18          | NULL    |
-| 18035    | measure19          | NULL    |
-| 18035    | measure2           | NULL    |
-| 18035    | measure20          | NULL    |
-| 18035    | measure21          | NULL    |
-| 18035    | measure22          | NULL    |
-| 18035    | measure23          | NULL    |
-| 18035    | measure24          | NULL    |
-| 18035    | measure25          | NULL    |
-| 18035    | measure26          | NULL    |
-| 18035    | measure27          | NULL    |
-| 18035    | measure28          | NULL    |
-| 18035    | measure29          | NULL    |
-| 18035    | measure3           | NULL    |
-| 18035    | measure30          | NULL    |
-| 18035    | measure31          | NULL    |
-| 18035    | measure32          | NULL    |
-| 18035    | measure33          | NULL    |
-| 18035    | measure34          | NULL    |
-| 18035    | measure35          | NULL    |
-| 18035    | measure36          | NULL    |
-| 18035    | measure37          | NULL    |
-| 18035    | measure38          | NULL    |
-| 18035    | measure39          | NULL    |
-| 18035    | measure4           | NULL    |
-| 18035    | measure40          | NULL    |
-| 18035    | measure41          | NULL    |
-| 18035    | measure42          | NULL    |
-| 18035    | measure43          | NULL    |
-| 18035    | measure44          | NULL    |
-| 18035    | measure45          | NULL    |
-| 18035    | measure46          | NULL    |
-| 18035    | measure47          | NULL    |
-| 18035    | measure48          | NULL    |
-| 18035    | measure49          | NULL    |
-| 18035    | measure5           | NULL    |
-| 18035    | measure50          | NULL    |
-| 18035    | measure51          | NULL    |
-| 18035    | measure52          | NULL    |
-| 18035    | measure53          | NULL    |
-| 18035    | measure54          | NULL    |
-| 18035    | measure55          | NULL    |
-| 18035    | measure56          | NULL    |
-| 18035    | measure57          | NULL    |
-| 18035    | measure58          | NULL    |
-| 18035    | measure59          | NULL    |
-| 18035    | measure6           | NULL    |
-| 18035    | measure60          | NULL    |
-| 18035    | measure61          | NULL    |
-| 18035    | measure62          | NULL    |
-| 18035    | measure63          | NULL    |
-| 18035    | measure64          | NULL    |
-| 18035    | measure65          | NULL    |
-| 18035    | measure66          | NULL    |
-| 18035    | measure67          | NULL    |
-| 18035    | measure68          | NULL    |
-| 18035    | measure69          | NULL    |
-| 18035    | measure7           | NULL    |
-| 18035    | measure70          | NULL    |
-| 18035    | measure71          | NULL    |
-| 18035    | measure72          | NULL    |
-| 18035    | measure73          | NULL    |
-| 18035    | measure74          | NULL    |
-| 18035    | measure75          | NULL    |
-| 18035    | measure76          | NULL    |
-| 18035    | measure77          | NULL    |
-| 18035    | measure78          | NULL    |
-| 18035    | measure79          | NULL    |
-| 18035    | measure8           | NULL    |
-| 18035    | measure80          | NULL    |
-| 18035    | measure81          | NULL    |
-| 18035    | measure82          | NULL    |
-| 18035    | measure83          | NULL    |
-| 18035    | measure84          | NULL    |
-| 18035    | measure85          | NULL    |
-| 18035    | measure86          | NULL    |
-| 18035    | measure87          | NULL    |
-| 18035    | measure88          | NULL    |
-| 18035    | measure89          | NULL    |
-| 18035    | measure9           | NULL    |
-| 18035    | measure90          | NULL    |
-| 18035    | measure91          | NULL    |
-| 18035    | measure92          | NULL    |
-| 18035    | measure93          | NULL    |
-| 18035    | measure94          | NULL    |
-| 18035    | measure95          | NULL    |
-| 18035    | measure96          | NULL    |
-| 18035    | measure97          | NULL    |
-| 18035    | measure98          | NULL    |
-| 18035    | measure99          | NULL    |
-| 18035    | minPrice           | NULL    |
-| 18245    | __cubeJoinField    | NULL    |
-| 18245    | __user             | NULL    |
-| 18245    | avgPrice           | NULL    |
-| 18245    | count              | NULL    |
-| 18245    | countDistinct      | NULL    |
-| 18245    | dim_date0          | NULL    |
-| 18245    | dim_date1          | NULL    |
-| 18245    | dim_date2          | NULL    |
-| 18245    | dim_date3          | NULL    |
-| 18245    | dim_date4          | NULL    |
-| 18245    | dim_date5          | NULL    |
-| 18245    | dim_date6          | NULL    |
-| 18245    | dim_date7          | NULL    |
-| 18245    | dim_date8          | NULL    |
-| 18245    | dim_date9          | NULL    |
-| 18245    | dim_num0           | NULL    |
-| 18245    | dim_num1           | NULL    |
-| 18245    | dim_num2           | NULL    |
-| 18245    | dim_num3           | NULL    |
-| 18245    | dim_num4           | NULL    |
-| 18245    | dim_num5           | NULL    |
-| 18245    | dim_num6           | NULL    |
-| 18245    | dim_num7           | NULL    |
-| 18245    | dim_num8           | NULL    |
-| 18245    | dim_num9           | NULL    |
-| 18245    | dim_str0           | NULL    |
-| 18245    | dim_str1           | NULL    |
-| 18245    | dim_str2           | NULL    |
-| 18245    | dim_str3           | NULL    |
-| 18245    | dim_str4           | NULL    |
-| 18245    | dim_str5           | NULL    |
-| 18245    | dim_str6           | NULL    |
-| 18245    | dim_str7           | NULL    |
-| 18245    | dim_str8           | NULL    |
-| 18245    | dim_str9           | NULL    |
-| 18245    | maxPrice           | NULL    |
-| 18245    | measure_date0      | NULL    |
-| 18245    | measure_date1      | NULL    |
-| 18245    | measure_date2      | NULL    |
-| 18245    | measure_date3      | NULL    |
-| 18245    | measure_date4      | NULL    |
-| 18245    | measure_date5      | NULL    |
-| 18245    | measure_date6      | NULL    |
-| 18245    | measure_date7      | NULL    |
-| 18245    | measure_date8      | NULL    |
-| 18245    | measure_date9      | NULL    |
-| 18245    | measure_num0       | NULL    |
-| 18245    | measure_num1       | NULL    |
-| 18245    | measure_num2       | NULL    |
-| 18245    | measure_num3       | NULL    |
-| 18245    | measure_num4       | NULL    |
-| 18245    | measure_num5       | NULL    |
-| 18245    | measure_num6       | NULL    |
-| 18245    | measure_num7       | NULL    |
-| 18245    | measure_num8       | NULL    |
-| 18245    | measure_num9       | NULL    |
-| 18245    | measure_str0       | NULL    |
-| 18245    | measure_str1       | NULL    |
-| 18245    | measure_str2       | NULL    |
-| 18245    | measure_str3       | NULL    |
-| 18245    | measure_str4       | NULL    |
-| 18245    | measure_str5       | NULL    |
-| 18245    | measure_str6       | NULL    |
-| 18245    | measure_str7       | NULL    |
-| 18245    | measure_str8       | NULL    |
-| 18245    | measure_str9       | NULL    |
-| 18245    | minPrice           | NULL    |
+| 18020    | __cubeJoinField    | NULL    |
+| 18020    | __user             | NULL    |
+| 18020    | agentCount         | NULL    |
+| 18020    | agentCountApprox   | NULL    |
+| 18020    | content            | NULL    |
+| 18020    | id                 | NULL    |
+| 18020    | read               | NULL    |
+| 18030    | __cubeJoinField    | NULL    |
+| 18030    | __user             | NULL    |
+| 18030    | someNumber         | NULL    |
+| 18036    | __cubeJoinField    | NULL    |
+| 18036    | __user             | NULL    |
+| 18036    | avgPrice           | NULL    |
+| 18036    | count              | NULL    |
+| 18036    | countDistinct      | NULL    |
+| 18036    | dim0               | NULL    |
+| 18036    | dim1               | NULL    |
+| 18036    | dim10              | NULL    |
+| 18036    | dim11              | NULL    |
+| 18036    | dim12              | NULL    |
+| 18036    | dim13              | NULL    |
+| 18036    | dim14              | NULL    |
+| 18036    | dim15              | NULL    |
+| 18036    | dim16              | NULL    |
+| 18036    | dim17              | NULL    |
+| 18036    | dim18              | NULL    |
+| 18036    | dim19              | NULL    |
+| 18036    | dim2               | NULL    |
+| 18036    | dim20              | NULL    |
+| 18036    | dim21              | NULL    |
+| 18036    | dim22              | NULL    |
+| 18036    | dim23              | NULL    |
+| 18036    | dim24              | NULL    |
+| 18036    | dim25              | NULL    |
+| 18036    | dim26              | NULL    |
+| 18036    | dim27              | NULL    |
+| 18036    | dim28              | NULL    |
+| 18036    | dim29              | NULL    |
+| 18036    | dim3               | NULL    |
+| 18036    | dim30              | NULL    |
+| 18036    | dim31              | NULL    |
+| 18036    | dim32              | NULL    |
+| 18036    | dim33              | NULL    |
+| 18036    | dim34              | NULL    |
+| 18036    | dim35              | NULL    |
+| 18036    | dim36              | NULL    |
+| 18036    | dim37              | NULL    |
+| 18036    | dim38              | NULL    |
+| 18036    | dim39              | NULL    |
+| 18036    | dim4               | NULL    |
+| 18036    | dim40              | NULL    |
+| 18036    | dim41              | NULL    |
+| 18036    | dim42              | NULL    |
+| 18036    | dim43              | NULL    |
+| 18036    | dim44              | NULL    |
+| 18036    | dim45              | NULL    |
+| 18036    | dim46              | NULL    |
+| 18036    | dim47              | NULL    |
+| 18036    | dim48              | NULL    |
+| 18036    | dim49              | NULL    |
+| 18036    | dim5               | NULL    |
+| 18036    | dim50              | NULL    |
+| 18036    | dim51              | NULL    |
+| 18036    | dim52              | NULL    |
+| 18036    | dim53              | NULL    |
+| 18036    | dim54              | NULL    |
+| 18036    | dim55              | NULL    |
+| 18036    | dim56              | NULL    |
+| 18036    | dim57              | NULL    |
+| 18036    | dim58              | NULL    |
+| 18036    | dim59              | NULL    |
+| 18036    | dim6               | NULL    |
+| 18036    | dim60              | NULL    |
+| 18036    | dim61              | NULL    |
+| 18036    | dim62              | NULL    |
+| 18036    | dim63              | NULL    |
+| 18036    | dim64              | NULL    |
+| 18036    | dim65              | NULL    |
+| 18036    | dim66              | NULL    |
+| 18036    | dim67              | NULL    |
+| 18036    | dim68              | NULL    |
+| 18036    | dim69              | NULL    |
+| 18036    | dim7               | NULL    |
+| 18036    | dim70              | NULL    |
+| 18036    | dim71              | NULL    |
+| 18036    | dim72              | NULL    |
+| 18036    | dim73              | NULL    |
+| 18036    | dim74              | NULL    |
+| 18036    | dim75              | NULL    |
+| 18036    | dim76              | NULL    |
+| 18036    | dim77              | NULL    |
+| 18036    | dim78              | NULL    |
+| 18036    | dim79              | NULL    |
+| 18036    | dim8               | NULL    |
+| 18036    | dim80              | NULL    |
+| 18036    | dim81              | NULL    |
+| 18036    | dim82              | NULL    |
+| 18036    | dim83              | NULL    |
+| 18036    | dim84              | NULL    |
+| 18036    | dim85              | NULL    |
+| 18036    | dim86              | NULL    |
+| 18036    | dim87              | NULL    |
+| 18036    | dim88              | NULL    |
+| 18036    | dim89              | NULL    |
+| 18036    | dim9               | NULL    |
+| 18036    | dim90              | NULL    |
+| 18036    | dim91              | NULL    |
+| 18036    | dim92              | NULL    |
+| 18036    | dim93              | NULL    |
+| 18036    | dim94              | NULL    |
+| 18036    | dim95              | NULL    |
+| 18036    | dim96              | NULL    |
+| 18036    | dim97              | NULL    |
+| 18036    | dim98              | NULL    |
+| 18036    | dim99              | NULL    |
+| 18036    | maxPrice           | NULL    |
+| 18036    | measure0           | NULL    |
+| 18036    | measure1           | NULL    |
+| 18036    | measure10          | NULL    |
+| 18036    | measure11          | NULL    |
+| 18036    | measure12          | NULL    |
+| 18036    | measure13          | NULL    |
+| 18036    | measure14          | NULL    |
+| 18036    | measure15          | NULL    |
+| 18036    | measure16          | NULL    |
+| 18036    | measure17          | NULL    |
+| 18036    | measure18          | NULL    |
+| 18036    | measure19          | NULL    |
+| 18036    | measure2           | NULL    |
+| 18036    | measure20          | NULL    |
+| 18036    | measure21          | NULL    |
+| 18036    | measure22          | NULL    |
+| 18036    | measure23          | NULL    |
+| 18036    | measure24          | NULL    |
+| 18036    | measure25          | NULL    |
+| 18036    | measure26          | NULL    |
+| 18036    | measure27          | NULL    |
+| 18036    | measure28          | NULL    |
+| 18036    | measure29          | NULL    |
+| 18036    | measure3           | NULL    |
+| 18036    | measure30          | NULL    |
+| 18036    | measure31          | NULL    |
+| 18036    | measure32          | NULL    |
+| 18036    | measure33          | NULL    |
+| 18036    | measure34          | NULL    |
+| 18036    | measure35          | NULL    |
+| 18036    | measure36          | NULL    |
+| 18036    | measure37          | NULL    |
+| 18036    | measure38          | NULL    |
+| 18036    | measure39          | NULL    |
+| 18036    | measure4           | NULL    |
+| 18036    | measure40          | NULL    |
+| 18036    | measure41          | NULL    |
+| 18036    | measure42          | NULL    |
+| 18036    | measure43          | NULL    |
+| 18036    | measure44          | NULL    |
+| 18036    | measure45          | NULL    |
+| 18036    | measure46          | NULL    |
+| 18036    | measure47          | NULL    |
+| 18036    | measure48          | NULL    |
+| 18036    | measure49          | NULL    |
+| 18036    | measure5           | NULL    |
+| 18036    | measure50          | NULL    |
+| 18036    | measure51          | NULL    |
+| 18036    | measure52          | NULL    |
+| 18036    | measure53          | NULL    |
+| 18036    | measure54          | NULL    |
+| 18036    | measure55          | NULL    |
+| 18036    | measure56          | NULL    |
+| 18036    | measure57          | NULL    |
+| 18036    | measure58          | NULL    |
+| 18036    | measure59          | NULL    |
+| 18036    | measure6           | NULL    |
+| 18036    | measure60          | NULL    |
+| 18036    | measure61          | NULL    |
+| 18036    | measure62          | NULL    |
+| 18036    | measure63          | NULL    |
+| 18036    | measure64          | NULL    |
+| 18036    | measure65          | NULL    |
+| 18036    | measure66          | NULL    |
+| 18036    | measure67          | NULL    |
+| 18036    | measure68          | NULL    |
+| 18036    | measure69          | NULL    |
+| 18036    | measure7           | NULL    |
+| 18036    | measure70          | NULL    |
+| 18036    | measure71          | NULL    |
+| 18036    | measure72          | NULL    |
+| 18036    | measure73          | NULL    |
+| 18036    | measure74          | NULL    |
+| 18036    | measure75          | NULL    |
+| 18036    | measure76          | NULL    |
+| 18036    | measure77          | NULL    |
+| 18036    | measure78          | NULL    |
+| 18036    | measure79          | NULL    |
+| 18036    | measure8           | NULL    |
+| 18036    | measure80          | NULL    |
+| 18036    | measure81          | NULL    |
+| 18036    | measure82          | NULL    |
+| 18036    | measure83          | NULL    |
+| 18036    | measure84          | NULL    |
+| 18036    | measure85          | NULL    |
+| 18036    | measure86          | NULL    |
+| 18036    | measure87          | NULL    |
+| 18036    | measure88          | NULL    |
+| 18036    | measure89          | NULL    |
+| 18036    | measure9           | NULL    |
+| 18036    | measure90          | NULL    |
+| 18036    | measure91          | NULL    |
+| 18036    | measure92          | NULL    |
+| 18036    | measure93          | NULL    |
+| 18036    | measure94          | NULL    |
+| 18036    | measure95          | NULL    |
+| 18036    | measure96          | NULL    |
+| 18036    | measure97          | NULL    |
+| 18036    | measure98          | NULL    |
+| 18036    | measure99          | NULL    |
+| 18036    | minPrice           | NULL    |
+| 18246    | __cubeJoinField    | NULL    |
+| 18246    | __user             | NULL    |
+| 18246    | avgPrice           | NULL    |
+| 18246    | count              | NULL    |
+| 18246    | countDistinct      | NULL    |
+| 18246    | dim_date0          | NULL    |
+| 18246    | dim_date1          | NULL    |
+| 18246    | dim_date2          | NULL    |
+| 18246    | dim_date3          | NULL    |
+| 18246    | dim_date4          | NULL    |
+| 18246    | dim_date5          | NULL    |
+| 18246    | dim_date6          | NULL    |
+| 18246    | dim_date7          | NULL    |
+| 18246    | dim_date8          | NULL    |
+| 18246    | dim_date9          | NULL    |
+| 18246    | dim_num0           | NULL    |
+| 18246    | dim_num1           | NULL    |
+| 18246    | dim_num2           | NULL    |
+| 18246    | dim_num3           | NULL    |
+| 18246    | dim_num4           | NULL    |
+| 18246    | dim_num5           | NULL    |
+| 18246    | dim_num6           | NULL    |
+| 18246    | dim_num7           | NULL    |
+| 18246    | dim_num8           | NULL    |
+| 18246    | dim_num9           | NULL    |
+| 18246    | dim_str0           | NULL    |
+| 18246    | dim_str1           | NULL    |
+| 18246    | dim_str2           | NULL    |
+| 18246    | dim_str3           | NULL    |
+| 18246    | dim_str4           | NULL    |
+| 18246    | dim_str5           | NULL    |
+| 18246    | dim_str6           | NULL    |
+| 18246    | dim_str7           | NULL    |
+| 18246    | dim_str8           | NULL    |
+| 18246    | dim_str9           | NULL    |
+| 18246    | maxPrice           | NULL    |
+| 18246    | measure_date0      | NULL    |
+| 18246    | measure_date1      | NULL    |
+| 18246    | measure_date2      | NULL    |
+| 18246    | measure_date3      | NULL    |
+| 18246    | measure_date4      | NULL    |
+| 18246    | measure_date5      | NULL    |
+| 18246    | measure_date6      | NULL    |
+| 18246    | measure_date7      | NULL    |
+| 18246    | measure_date8      | NULL    |
+| 18246    | measure_date9      | NULL    |
+| 18246    | measure_num0       | NULL    |
+| 18246    | measure_num1       | NULL    |
+| 18246    | measure_num2       | NULL    |
+| 18246    | measure_num3       | NULL    |
+| 18246    | measure_num4       | NULL    |
+| 18246    | measure_num5       | NULL    |
+| 18246    | measure_num6       | NULL    |
+| 18246    | measure_num7       | NULL    |
+| 18246    | measure_num8       | NULL    |
+| 18246    | measure_num9       | NULL    |
+| 18246    | measure_str0       | NULL    |
+| 18246    | measure_str1       | NULL    |
+| 18246    | measure_str2       | NULL    |
+| 18246    | measure_str3       | NULL    |
+| 18246    | measure_str4       | NULL    |
+| 18246    | measure_str5       | NULL    |
+| 18246    | measure_str6       | NULL    |
+| 18246    | measure_str7       | NULL    |
+| 18246    | measure_str8       | NULL    |
+| 18246    | measure_str9       | NULL    |
+| 18246    | minPrice           | NULL    |
 +----------+--------------------+---------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_2.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_2.snap
index afe31d30a689c..03fc4b7a0aa6e 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_2.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_get_expr_2.snap
@@ -12,6 +12,7 @@ expression: "execute_query(\"\n                SELECT\n                    attre
 | 18000    | countDistinct      | NULL    |
 | 18000    | customer_gender    | NULL    |
 | 18000    | has_subscription   | NULL    |
+| 18000    | id                 | NULL    |
 | 18000    | is_female          | NULL    |
 | 18000    | is_male            | NULL    |
 | 18000    | last_mod           | NULL    |
@@ -21,288 +22,288 @@ expression: "execute_query(\"\n                SELECT\n                    attre
 | 18000    | order_date         | NULL    |
 | 18000    | sumPrice           | NULL    |
 | 18000    | taxful_total_price | NULL    |
-| 18019    | __cubeJoinField    | NULL    |
-| 18019    | __user             | NULL    |
-| 18019    | agentCount         | NULL    |
-| 18019    | agentCountApprox   | NULL    |
-| 18019    | content            | NULL    |
-| 18019    | id                 | NULL    |
-| 18019    | read               | NULL    |
-| 18029    | __cubeJoinField    | NULL    |
-| 18029    | __user             | NULL    |
-| 18029    | someNumber         | NULL    |
-| 18035    | __cubeJoinField    | NULL    |
-| 18035    | __user             | NULL    |
-| 18035    | avgPrice           | NULL    |
-| 18035    | count              | NULL    |
-| 18035    | countDistinct      | NULL    |
-| 18035    | dim0               | NULL    |
-| 18035    | dim1               | NULL    |
-| 18035    | dim10              | NULL    |
-| 18035    | dim11              | NULL    |
-| 18035    | dim12              | NULL    |
-| 18035    | dim13              | NULL    |
-| 18035    | dim14              | NULL    |
-| 18035    | dim15              | NULL    |
-| 18035    | dim16              | NULL    |
-| 18035    | dim17              | NULL    |
-| 18035    | dim18              | NULL    |
-| 18035    | dim19              | NULL    |
-| 18035    | dim2               | NULL    |
-| 18035    | dim20              | NULL    |
-| 18035    | dim21              | NULL    |
-| 18035    | dim22              | NULL    |
-| 18035    | dim23              | NULL    |
-| 18035    | dim24              | NULL    |
-| 18035    | dim25              | NULL    |
-| 18035    | dim26              | NULL    |
-| 18035    | dim27              | NULL    |
-| 18035    | dim28              | NULL    |
-| 18035    | dim29              | NULL    |
-| 18035    | dim3               | NULL    |
-| 18035    | dim30              | NULL    |
-| 18035    | dim31              | NULL    |
-| 18035    | dim32              | NULL    |
-| 18035    | dim33              | NULL    |
-| 18035    | dim34              | NULL    |
-| 18035    | dim35              | NULL    |
-| 18035    | dim36              | NULL    |
-| 18035    | dim37              | NULL    |
-| 18035    | dim38              | NULL    |
-| 18035    | dim39              | NULL    |
-| 18035    | dim4               | NULL    |
-| 18035    | dim40              | NULL    |
-| 18035    | dim41              | NULL    |
-| 18035    | dim42              | NULL    |
-| 18035    | dim43              | NULL    |
-| 18035    | dim44              | NULL    |
-| 18035    | dim45              | NULL    |
-| 18035    | dim46              | NULL    |
-| 18035    | dim47              | NULL    |
-| 18035    | dim48              | NULL    |
-| 18035    | dim49              | NULL    |
-| 18035    | dim5               | NULL    |
-| 18035    | dim50              | NULL    |
-| 18035    | dim51              | NULL    |
-| 18035    | dim52              | NULL    |
-| 18035    | dim53              | NULL    |
-| 18035    | dim54              | NULL    |
-| 18035    | dim55              | NULL    |
-| 18035    | dim56              | NULL    |
-| 18035    | dim57              | NULL    |
-| 18035    | dim58              | NULL    |
-| 18035    | dim59              | NULL    |
-| 18035    | dim6               | NULL    |
-| 18035    | dim60              | NULL    |
-| 18035    | dim61              | NULL    |
-| 18035    | dim62              | NULL    |
-| 18035    | dim63              | NULL    |
-| 18035    | dim64              | NULL    |
-| 18035    | dim65              | NULL    |
-| 18035    | dim66              | NULL    |
-| 18035    | dim67              | NULL    |
-| 18035    | dim68              | NULL    |
-| 18035    | dim69              | NULL    |
-| 18035    | dim7               | NULL    |
-| 18035    | dim70              | NULL    |
-| 18035    | dim71              | NULL    |
-| 18035    | dim72              | NULL    |
-| 18035    | dim73              | NULL    |
-| 18035    | dim74              | NULL    |
-| 18035    | dim75              | NULL    |
-| 18035    | dim76              | NULL    |
-| 18035    | dim77              | NULL    |
-| 18035    | dim78              | NULL    |
-| 18035    | dim79              | NULL    |
-| 18035    | dim8               | NULL    |
-| 18035    | dim80              | NULL    |
-| 18035    | dim81              | NULL    |
-| 18035    | dim82              | NULL    |
-| 18035    | dim83              | NULL    |
-| 18035    | dim84              | NULL    |
-| 18035    | dim85              | NULL    |
-| 18035    | dim86              | NULL    |
-| 18035    | dim87              | NULL    |
-| 18035    | dim88              | NULL    |
-| 18035    | dim89              | NULL    |
-| 18035    | dim9               | NULL    |
-| 18035    | dim90              | NULL    |
-| 18035    | dim91              | NULL    |
-| 18035    | dim92              | NULL    |
-| 18035    | dim93              | NULL    |
-| 18035    | dim94              | NULL    |
-| 18035    | dim95              | NULL    |
-| 18035    | dim96              | NULL    |
-| 18035    | dim97              | NULL    |
-| 18035    | dim98              | NULL    |
-| 18035    | dim99              | NULL    |
-| 18035    | maxPrice           | NULL    |
-| 18035    | measure0           | NULL    |
-| 18035    | measure1           | NULL    |
-| 18035    | measure10          | NULL    |
-| 18035    | measure11          | NULL    |
-| 18035    | measure12          | NULL    |
-| 18035    | measure13          | NULL    |
-| 18035    | measure14          | NULL    |
-| 18035    | measure15          | NULL    |
-| 18035    | measure16          | NULL    |
-| 18035    | measure17          | NULL    |
-| 18035    | measure18          | NULL    |
-| 18035    | measure19          | NULL    |
-| 18035    | measure2           | NULL    |
-| 18035    | measure20          | NULL    |
-| 18035    | measure21          | NULL    |
-| 18035    | measure22          | NULL    |
-| 18035    | measure23          | NULL    |
-| 18035    | measure24          | NULL    |
-| 18035    | measure25          | NULL    |
-| 18035    | measure26          | NULL    |
-| 18035    | measure27          | NULL    |
-| 18035    | measure28          | NULL    |
-| 18035    | measure29          | NULL    |
-| 18035    | measure3           | NULL    |
-| 18035    | measure30          | NULL    |
-| 18035    | measure31          | NULL    |
-| 18035    | measure32          | NULL    |
-| 18035    | measure33          | NULL    |
-| 18035    | measure34          | NULL    |
-| 18035    | measure35          | NULL    |
-| 18035    | measure36          | NULL    |
-| 18035    | measure37          | NULL    |
-| 18035    | measure38          | NULL    |
-| 18035    | measure39          | NULL    |
-| 18035    | measure4           | NULL    |
-| 18035    | measure40          | NULL    |
-| 18035    | measure41          | NULL    |
-| 18035    | measure42          | NULL    |
-| 18035    | measure43          | NULL    |
-| 18035    | measure44          | NULL    |
-| 18035    | measure45          | NULL    |
-| 18035    | measure46          | NULL    |
-| 18035    | measure47          | NULL    |
-| 18035    | measure48          | NULL    |
-| 18035    | measure49          | NULL    |
-| 18035    | measure5           | NULL    |
-| 18035    | measure50          | NULL    |
-| 18035    | measure51          | NULL    |
-| 18035    | measure52          | NULL    |
-| 18035    | measure53          | NULL    |
-| 18035    | measure54          | NULL    |
-| 18035    | measure55          | NULL    |
-| 18035    | measure56          | NULL    |
-| 18035    | measure57          | NULL    |
-| 18035    | measure58          | NULL    |
-| 18035    | measure59          | NULL    |
-| 18035    | measure6           | NULL    |
-| 18035    | measure60          | NULL    |
-| 18035    | measure61          | NULL    |
-| 18035    | measure62          | NULL    |
-| 18035    | measure63          | NULL    |
-| 18035    | measure64          | NULL    |
-| 18035    | measure65          | NULL    |
-| 18035    | measure66          | NULL    |
-| 18035    | measure67          | NULL    |
-| 18035    | measure68          | NULL    |
-| 18035    | measure69          | NULL    |
-| 18035    | measure7           | NULL    |
-| 18035    | measure70          | NULL    |
-| 18035    | measure71          | NULL    |
-| 18035    | measure72          | NULL    |
-| 18035    | measure73          | NULL    |
-| 18035    | measure74          | NULL    |
-| 18035    | measure75          | NULL    |
-| 18035    | measure76          | NULL    |
-| 18035    | measure77          | NULL    |
-| 18035    | measure78          | NULL    |
-| 18035    | measure79          | NULL    |
-| 18035    | measure8           | NULL    |
-| 18035    | measure80          | NULL    |
-| 18035    | measure81          | NULL    |
-| 18035    | measure82          | NULL    |
-| 18035    | measure83          | NULL    |
-| 18035    | measure84          | NULL    |
-| 18035    | measure85          | NULL    |
-| 18035    | measure86          | NULL    |
-| 18035    | measure87          | NULL    |
-| 18035    | measure88          | NULL    |
-| 18035    | measure89          | NULL    |
-| 18035    | measure9           | NULL    |
-| 18035    | measure90          | NULL    |
-| 18035    | measure91          | NULL    |
-| 18035    | measure92          | NULL    |
-| 18035    | measure93          | NULL    |
-| 18035    | measure94          | NULL    |
-| 18035    | measure95          | NULL    |
-| 18035    | measure96          | NULL    |
-| 18035    | measure97          | NULL    |
-| 18035    | measure98          | NULL    |
-| 18035    | measure99          | NULL    |
-| 18035    | minPrice           | NULL    |
-| 18245    | __cubeJoinField    | NULL    |
-| 18245    | __user             | NULL    |
-| 18245    | avgPrice           | NULL    |
-| 18245    | count              | NULL    |
-| 18245    | countDistinct      | NULL    |
-| 18245    | dim_date0          | NULL    |
-| 18245    | dim_date1          | NULL    |
-| 18245    | dim_date2          | NULL    |
-| 18245    | dim_date3          | NULL    |
-| 18245    | dim_date4          | NULL    |
-| 18245    | dim_date5          | NULL    |
-| 18245    | dim_date6          | NULL    |
-| 18245    | dim_date7          | NULL    |
-| 18245    | dim_date8          | NULL    |
-| 18245    | dim_date9          | NULL    |
-| 18245    | dim_num0           | NULL    |
-| 18245    | dim_num1           | NULL    |
-| 18245    | dim_num2           | NULL    |
-| 18245    | dim_num3           | NULL    |
-| 18245    | dim_num4           | NULL    |
-| 18245    | dim_num5           | NULL    |
-| 18245    | dim_num6           | NULL    |
-| 18245    | dim_num7           | NULL    |
-| 18245    | dim_num8           | NULL    |
-| 18245    | dim_num9           | NULL    |
-| 18245    | dim_str0           | NULL    |
-| 18245    | dim_str1           | NULL    |
-| 18245    | dim_str2           | NULL    |
-| 18245    | dim_str3           | NULL    |
-| 18245    | dim_str4           | NULL    |
-| 18245    | dim_str5           | NULL    |
-| 18245    | dim_str6           | NULL    |
-| 18245    | dim_str7           | NULL    |
-| 18245    | dim_str8           | NULL    |
-| 18245    | dim_str9           | NULL    |
-| 18245    | maxPrice           | NULL    |
-| 18245    | measure_date0      | NULL    |
-| 18245    | measure_date1      | NULL    |
-| 18245    | measure_date2      | NULL    |
-| 18245    | measure_date3      | NULL    |
-| 18245    | measure_date4      | NULL    |
-| 18245    | measure_date5      | NULL    |
-| 18245    | measure_date6      | NULL    |
-| 18245    | measure_date7      | NULL    |
-| 18245    | measure_date8      | NULL    |
-| 18245    | measure_date9      | NULL    |
-| 18245    | measure_num0       | NULL    |
-| 18245    | measure_num1       | NULL    |
-| 18245    | measure_num2       | NULL    |
-| 18245    | measure_num3       | NULL    |
-| 18245    | measure_num4       | NULL    |
-| 18245    | measure_num5       | NULL    |
-| 18245    | measure_num6       | NULL    |
-| 18245    | measure_num7       | NULL    |
-| 18245    | measure_num8       | NULL    |
-| 18245    | measure_num9       | NULL    |
-| 18245    | measure_str0       | NULL    |
-| 18245    | measure_str1       | NULL    |
-| 18245    | measure_str2       | NULL    |
-| 18245    | measure_str3       | NULL    |
-| 18245    | measure_str4       | NULL    |
-| 18245    | measure_str5       | NULL    |
-| 18245    | measure_str6       | NULL    |
-| 18245    | measure_str7       | NULL    |
-| 18245    | measure_str8       | NULL    |
-| 18245    | measure_str9       | NULL    |
-| 18245    | minPrice           | NULL    |
+| 18020    | __cubeJoinField    | NULL    |
+| 18020    | __user             | NULL    |
+| 18020    | agentCount         | NULL    |
+| 18020    | agentCountApprox   | NULL    |
+| 18020    | content            | NULL    |
+| 18020    | id                 | NULL    |
+| 18020    | read               | NULL    |
+| 18030    | __cubeJoinField    | NULL    |
+| 18030    | __user             | NULL    |
+| 18030    | someNumber         | NULL    |
+| 18036    | __cubeJoinField    | NULL    |
+| 18036    | __user             | NULL    |
+| 18036    | avgPrice           | NULL    |
+| 18036    | count              | NULL    |
+| 18036    | countDistinct      | NULL    |
+| 18036    | dim0               | NULL    |
+| 18036    | dim1               | NULL    |
+| 18036    | dim10              | NULL    |
+| 18036    | dim11              | NULL    |
+| 18036    | dim12              | NULL    |
+| 18036    | dim13              | NULL    |
+| 18036    | dim14              | NULL    |
+| 18036    | dim15              | NULL    |
+| 18036    | dim16              | NULL    |
+| 18036    | dim17              | NULL    |
+| 18036    | dim18              | NULL    |
+| 18036    | dim19              | NULL    |
+| 18036    | dim2               | NULL    |
+| 18036    | dim20              | NULL    |
+| 18036    | dim21              | NULL    |
+| 18036    | dim22              | NULL    |
+| 18036    | dim23              | NULL    |
+| 18036    | dim24              | NULL    |
+| 18036    | dim25              | NULL    |
+| 18036    | dim26              | NULL    |
+| 18036    | dim27              | NULL    |
+| 18036    | dim28              | NULL    |
+| 18036    | dim29              | NULL    |
+| 18036    | dim3               | NULL    |
+| 18036    | dim30              | NULL    |
+| 18036    | dim31              | NULL    |
+| 18036    | dim32              | NULL    |
+| 18036    | dim33              | NULL    |
+| 18036    | dim34              | NULL    |
+| 18036    | dim35              | NULL    |
+| 18036    | dim36              | NULL    |
+| 18036    | dim37              | NULL    |
+| 18036    | dim38              | NULL    |
+| 18036    | dim39              | NULL    |
+| 18036    | dim4               | NULL    |
+| 18036    | dim40              | NULL    |
+| 18036    | dim41              | NULL    |
+| 18036    | dim42              | NULL    |
+| 18036    | dim43              | NULL    |
+| 18036    | dim44              | NULL    |
+| 18036    | dim45              | NULL    |
+| 18036    | dim46              | NULL    |
+| 18036    | dim47              | NULL    |
+| 18036    | dim48              | NULL    |
+| 18036    | dim49              | NULL    |
+| 18036    | dim5               | NULL    |
+| 18036    | dim50              | NULL    |
+| 18036    | dim51              | NULL    |
+| 18036    | dim52              | NULL    |
+| 18036    | dim53              | NULL    |
+| 18036    | dim54              | NULL    |
+| 18036    | dim55              | NULL    |
+| 18036    | dim56              | NULL    |
+| 18036    | dim57              | NULL    |
+| 18036    | dim58              | NULL    |
+| 18036    | dim59              | NULL    |
+| 18036    | dim6               | NULL    |
+| 18036    | dim60              | NULL    |
+| 18036    | dim61              | NULL    |
+| 18036    | dim62              | NULL    |
+| 18036    | dim63              | NULL    |
+| 18036    | dim64              | NULL    |
+| 18036    | dim65              | NULL    |
+| 18036    | dim66              | NULL    |
+| 18036    | dim67              | NULL    |
+| 18036    | dim68              | NULL    |
+| 18036    | dim69              | NULL    |
+| 18036    | dim7               | NULL    |
+| 18036    | dim70              | NULL    |
+| 18036    | dim71              | NULL    |
+| 18036    | dim72              | NULL    |
+| 18036    | dim73              | NULL    |
+| 18036    | dim74              | NULL    |
+| 18036    | dim75              | NULL    |
+| 18036    | dim76              | NULL    |
+| 18036    | dim77              | NULL    |
+| 18036    | dim78              | NULL    |
+| 18036    | dim79              | NULL    |
+| 18036    | dim8               | NULL    |
+| 18036    | dim80              | NULL    |
+| 18036    | dim81              | NULL    |
+| 18036    | dim82              | NULL    |
+| 18036    | dim83              | NULL    |
+| 18036    | dim84              | NULL    |
+| 18036    | dim85              | NULL    |
+| 18036    | dim86              | NULL    |
+| 18036    | dim87              | NULL    |
+| 18036    | dim88              | NULL    |
+| 18036    | dim89              | NULL    |
+| 18036    | dim9               | NULL    |
+| 18036    | dim90              | NULL    |
+| 18036    | dim91              | NULL    |
+| 18036    | dim92              | NULL    |
+| 18036    | dim93              | NULL    |
+| 18036    | dim94              | NULL    |
+| 18036    | dim95              | NULL    |
+| 18036    | dim96              | NULL    |
+| 18036    | dim97              | NULL    |
+| 18036    | dim98              | NULL    |
+| 18036    | dim99              | NULL    |
+| 18036    | maxPrice           | NULL    |
+| 18036    | measure0           | NULL    |
+| 18036    | measure1           | NULL    |
+| 18036    | measure10          | NULL    |
+| 18036    | measure11          | NULL    |
+| 18036    | measure12          | NULL    |
+| 18036    | measure13          | NULL    |
+| 18036    | measure14          | NULL    |
+| 18036    | measure15          | NULL    |
+| 18036    | measure16          | NULL    |
+| 18036    | measure17          | NULL    |
+| 18036    | measure18          | NULL    |
+| 18036    | measure19          | NULL    |
+| 18036    | measure2           | NULL    |
+| 18036    | measure20          | NULL    |
+| 18036    | measure21          | NULL    |
+| 18036    | measure22          | NULL    |
+| 18036    | measure23          | NULL    |
+| 18036    | measure24          | NULL    |
+| 18036    | measure25          | NULL    |
+| 18036    | measure26          | NULL    |
+| 18036    | measure27          | NULL    |
+| 18036    | measure28          | NULL    |
+| 18036    | measure29          | NULL    |
+| 18036    | measure3           | NULL    |
+| 18036    | measure30          | NULL    |
+| 18036    | measure31          | NULL    |
+| 18036    | measure32          | NULL    |
+| 18036    | measure33          | NULL    |
+| 18036    | measure34          | NULL    |
+| 18036    | measure35          | NULL    |
+| 18036    | measure36          | NULL    |
+| 18036    | measure37          | NULL    |
+| 18036    | measure38          | NULL    |
+| 18036    | measure39          | NULL    |
+| 18036    | measure4           | NULL    |
+| 18036    | measure40          | NULL    |
+| 18036    | measure41          | NULL    |
+| 18036    | measure42          | NULL    |
+| 18036    | measure43          | NULL    |
+| 18036    | measure44          | NULL    |
+| 18036    | measure45          | NULL    |
+| 18036    | measure46          | NULL    |
+| 18036    | measure47          | NULL    |
+| 18036    | measure48          | NULL    |
+| 18036    | measure49          | NULL    |
+| 18036    | measure5           | NULL    |
+| 18036    | measure50          | NULL    |
+| 18036    | measure51          | NULL    |
+| 18036    | measure52          | NULL    |
+| 18036    | measure53          | NULL    |
+| 18036    | measure54          | NULL    |
+| 18036    | measure55          | NULL    |
+| 18036    | measure56          | NULL    |
+| 18036    | measure57          | NULL    |
+| 18036    | measure58          | NULL    |
+| 18036    | measure59          | NULL    |
+| 18036    | measure6           | NULL    |
+| 18036    | measure60          | NULL    |
+| 18036    | measure61          | NULL    |
+| 18036    | measure62          | NULL    |
+| 18036    | measure63          | NULL    |
+| 18036    | measure64          | NULL    |
+| 18036    | measure65          | NULL    |
+| 18036    | measure66          | NULL    |
+| 18036    | measure67          | NULL    |
+| 18036    | measure68          | NULL    |
+| 18036    | measure69          | NULL    |
+| 18036    | measure7           | NULL    |
+| 18036    | measure70          | NULL    |
+| 18036    | measure71          | NULL    |
+| 18036    | measure72          | NULL    |
+| 18036    | measure73          | NULL    |
+| 18036    | measure74          | NULL    |
+| 18036    | measure75          | NULL    |
+| 18036    | measure76          | NULL    |
+| 18036    | measure77          | NULL    |
+| 18036    | measure78          | NULL    |
+| 18036    | measure79          | NULL    |
+| 18036    | measure8           | NULL    |
+| 18036    | measure80          | NULL    |
+| 18036    | measure81          | NULL    |
+| 18036    | measure82          | NULL    |
+| 18036    | measure83          | NULL    |
+| 18036    | measure84          | NULL    |
+| 18036    | measure85          | NULL    |
+| 18036    | measure86          | NULL    |
+| 18036    | measure87          | NULL    |
+| 18036    | measure88          | NULL    |
+| 18036    | measure89          | NULL    |
+| 18036    | measure9           | NULL    |
+| 18036    | measure90          | NULL    |
+| 18036    | measure91          | NULL    |
+| 18036    | measure92          | NULL    |
+| 18036    | measure93          | NULL    |
+| 18036    | measure94          | NULL    |
+| 18036    | measure95          | NULL    |
+| 18036    | measure96          | NULL    |
+| 18036    | measure97          | NULL    |
+| 18036    | measure98          | NULL    |
+| 18036    | measure99          | NULL    |
+| 18036    | minPrice           | NULL    |
+| 18246    | __cubeJoinField    | NULL    |
+| 18246    | __user             | NULL    |
+| 18246    | avgPrice           | NULL    |
+| 18246    | count              | NULL    |
+| 18246    | countDistinct      | NULL    |
+| 18246    | dim_date0          | NULL    |
+| 18246    | dim_date1          | NULL    |
+| 18246    | dim_date2          | NULL    |
+| 18246    | dim_date3          | NULL    |
+| 18246    | dim_date4          | NULL    |
+| 18246    | dim_date5          | NULL    |
+| 18246    | dim_date6          | NULL    |
+| 18246    | dim_date7          | NULL    |
+| 18246    | dim_date8          | NULL    |
+| 18246    | dim_date9          | NULL    |
+| 18246    | dim_num0           | NULL    |
+| 18246    | dim_num1           | NULL    |
+| 18246    | dim_num2           | NULL    |
+| 18246    | dim_num3           | NULL    |
+| 18246    | dim_num4           | NULL    |
+| 18246    | dim_num5           | NULL    |
+| 18246    | dim_num6           | NULL    |
+| 18246    | dim_num7           | NULL    |
+| 18246    | dim_num8           | NULL    |
+| 18246    | dim_num9           | NULL    |
+| 18246    | dim_str0           | NULL    |
+| 18246    | dim_str1           | NULL    |
+| 18246    | dim_str2           | NULL    |
+| 18246    | dim_str3           | NULL    |
+| 18246    | dim_str4           | NULL    |
+| 18246    | dim_str5           | NULL    |
+| 18246    | dim_str6           | NULL    |
+| 18246    | dim_str7           | NULL    |
+| 18246    | dim_str8           | NULL    |
+| 18246    | dim_str9           | NULL    |
+| 18246    | maxPrice           | NULL    |
+| 18246    | measure_date0      | NULL    |
+| 18246    | measure_date1      | NULL    |
+| 18246    | measure_date2      | NULL    |
+| 18246    | measure_date3      | NULL    |
+| 18246    | measure_date4      | NULL    |
+| 18246    | measure_date5      | NULL    |
+| 18246    | measure_date6      | NULL    |
+| 18246    | measure_date7      | NULL    |
+| 18246    | measure_date8      | NULL    |
+| 18246    | measure_date9      | NULL    |
+| 18246    | measure_num0       | NULL    |
+| 18246    | measure_num1       | NULL    |
+| 18246    | measure_num2       | NULL    |
+| 18246    | measure_num3       | NULL    |
+| 18246    | measure_num4       | NULL    |
+| 18246    | measure_num5       | NULL    |
+| 18246    | measure_num6       | NULL    |
+| 18246    | measure_num7       | NULL    |
+| 18246    | measure_num8       | NULL    |
+| 18246    | measure_num9       | NULL    |
+| 18246    | measure_str0       | NULL    |
+| 18246    | measure_str1       | NULL    |
+| 18246    | measure_str2       | NULL    |
+| 18246    | measure_str3       | NULL    |
+| 18246    | measure_str4       | NULL    |
+| 18246    | measure_str5       | NULL    |
+| 18246    | measure_str6       | NULL    |
+| 18246    | measure_str7       | NULL    |
+| 18246    | measure_str8       | NULL    |
+| 18246    | measure_str9       | NULL    |
+| 18246    | minPrice           | NULL    |
 +----------+--------------------+---------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_truetypid_truetypmod.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_truetypid_truetypmod.snap
index dc0396ac3648e..9aebeb3b88d4a 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_truetypid_truetypmod.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__pg_truetypid_truetypmod.snap
@@ -11,6 +11,7 @@ expression: "execute_query(\"\n                SELECT\n                    a.att
 | 18000    | minPrice           | numeric   | 1700  | -1     | NULL   |
 | 18000    | avgPrice           | numeric   | 1700  | -1     | NULL   |
 | 18000    | countDistinct      | int8      | 20    | -1     | 64     |
+| 18000    | id                 | numeric   | 1700  | -1     | NULL   |
 | 18000    | order_date         | timestamp | 1114  | -1     | NULL   |
 | 18000    | last_mod           | timestamp | 1114  | -1     | NULL   |
 | 18000    | customer_gender    | text      | 25    | -1     | NULL   |
@@ -21,288 +22,288 @@ expression: "execute_query(\"\n                SELECT\n                    a.att
 | 18000    | is_female          | bool      | 16    | -1     | NULL   |
 | 18000    | __user             | text      | 25    | -1     | NULL   |
 | 18000    | __cubeJoinField    | text      | 25    | -1     | NULL   |
-| 18019    | agentCount         | int8      | 20    | -1     | 64     |
-| 18019    | agentCountApprox   | int8      | 20    | -1     | 64     |
-| 18019    | id                 | numeric   | 1700  | -1     | NULL   |
-| 18019    | read               | bool      | 16    | -1     | NULL   |
-| 18019    | content            | text      | 25    | -1     | NULL   |
-| 18019    | __user             | text      | 25    | -1     | NULL   |
-| 18019    | __cubeJoinField    | text      | 25    | -1     | NULL   |
-| 18029    | someNumber         | numeric   | 1700  | -1     | NULL   |
-| 18029    | __user             | text      | 25    | -1     | NULL   |
-| 18029    | __cubeJoinField    | text      | 25    | -1     | NULL   |
-| 18035    | measure0           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure1           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure2           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure3           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure4           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure5           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure6           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure7           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure8           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure9           | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure10          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure11          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure12          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure13          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure14          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure15          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure16          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure17          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure18          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure19          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure20          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure21          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure22          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure23          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure24          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure25          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure26          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure27          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure28          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure29          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure30          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure31          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure32          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure33          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure34          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure35          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure36          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure37          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure38          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure39          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure40          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure41          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure42          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure43          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure44          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure45          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure46          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure47          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure48          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure49          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure50          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure51          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure52          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure53          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure54          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure55          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure56          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure57          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure58          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure59          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure60          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure61          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure62          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure63          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure64          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure65          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure66          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure67          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure68          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure69          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure70          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure71          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure72          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure73          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure74          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure75          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure76          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure77          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure78          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure79          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure80          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure81          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure82          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure83          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure84          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure85          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure86          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure87          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure88          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure89          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure90          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure91          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure92          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure93          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure94          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure95          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure96          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure97          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure98          | numeric   | 1700  | -1     | NULL   |
-| 18035    | measure99          | numeric   | 1700  | -1     | NULL   |
-| 18035    | count              | int8      | 20    | -1     | 64     |
-| 18035    | maxPrice           | numeric   | 1700  | -1     | NULL   |
-| 18035    | minPrice           | numeric   | 1700  | -1     | NULL   |
-| 18035    | avgPrice           | numeric   | 1700  | -1     | NULL   |
-| 18035    | countDistinct      | int8      | 20    | -1     | 64     |
-| 18035    | dim0               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim1               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim2               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim3               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim4               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim5               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim6               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim7               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim8               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim9               | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim10              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim11              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim12              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim13              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim14              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim15              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim16              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim17              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim18              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim19              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim20              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim21              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim22              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim23              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim24              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim25              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim26              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim27              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim28              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim29              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim30              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim31              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim32              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim33              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim34              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim35              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim36              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim37              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim38              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim39              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim40              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim41              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim42              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim43              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim44              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim45              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim46              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim47              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim48              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim49              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim50              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim51              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim52              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim53              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim54              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim55              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim56              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim57              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim58              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim59              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim60              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim61              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim62              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim63              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim64              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim65              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim66              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim67              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim68              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim69              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim70              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim71              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim72              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim73              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim74              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim75              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim76              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim77              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim78              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim79              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim80              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim81              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim82              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim83              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim84              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim85              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim86              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim87              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim88              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim89              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim90              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim91              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim92              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim93              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim94              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim95              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim96              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim97              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim98              | numeric   | 1700  | -1     | NULL   |
-| 18035    | dim99              | numeric   | 1700  | -1     | NULL   |
-| 18035    | __user             | text      | 25    | -1     | NULL   |
-| 18035    | __cubeJoinField    | text      | 25    | -1     | NULL   |
-| 18245    | measure_num0       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str0       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date0      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num1       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str1       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date1      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num2       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str2       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date2      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num3       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str3       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date3      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num4       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str4       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date4      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num5       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str5       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date5      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num6       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str6       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date6      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num7       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str7       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date7      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num8       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str8       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date8      | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_num9       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_str9       | numeric   | 1700  | -1     | NULL   |
-| 18245    | measure_date9      | numeric   | 1700  | -1     | NULL   |
-| 18245    | count              | int8      | 20    | -1     | 64     |
-| 18245    | maxPrice           | numeric   | 1700  | -1     | NULL   |
-| 18245    | minPrice           | numeric   | 1700  | -1     | NULL   |
-| 18245    | avgPrice           | numeric   | 1700  | -1     | NULL   |
-| 18245    | countDistinct      | int8      | 20    | -1     | 64     |
-| 18245    | dim_num0           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str0           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date0          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num1           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str1           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date1          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num2           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str2           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date2          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num3           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str3           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date3          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num4           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str4           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date4          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num5           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str5           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date5          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num6           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str6           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date6          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num7           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str7           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date7          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num8           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str8           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date8          | timestamp | 1114  | -1     | NULL   |
-| 18245    | dim_num9           | numeric   | 1700  | -1     | NULL   |
-| 18245    | dim_str9           | text      | 25    | -1     | NULL   |
-| 18245    | dim_date9          | timestamp | 1114  | -1     | NULL   |
-| 18245    | __user             | text      | 25    | -1     | NULL   |
-| 18245    | __cubeJoinField    | text      | 25    | -1     | NULL   |
+| 18020    | agentCount         | int8      | 20    | -1     | 64     |
+| 18020    | agentCountApprox   | int8      | 20    | -1     | 64     |
+| 18020    | id                 | numeric   | 1700  | -1     | NULL   |
+| 18020    | read               | bool      | 16    | -1     | NULL   |
+| 18020    | content            | text      | 25    | -1     | NULL   |
+| 18020    | __user             | text      | 25    | -1     | NULL   |
+| 18020    | __cubeJoinField    | text      | 25    | -1     | NULL   |
+| 18030    | someNumber         | numeric   | 1700  | -1     | NULL   |
+| 18030    | __user             | text      | 25    | -1     | NULL   |
+| 18030    | __cubeJoinField    | text      | 25    | -1     | NULL   |
+| 18036    | measure0           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure1           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure2           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure3           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure4           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure5           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure6           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure7           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure8           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure9           | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure10          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure11          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure12          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure13          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure14          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure15          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure16          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure17          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure18          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure19          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure20          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure21          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure22          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure23          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure24          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure25          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure26          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure27          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure28          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure29          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure30          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure31          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure32          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure33          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure34          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure35          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure36          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure37          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure38          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure39          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure40          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure41          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure42          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure43          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure44          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure45          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure46          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure47          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure48          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure49          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure50          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure51          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure52          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure53          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure54          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure55          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure56          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure57          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure58          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure59          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure60          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure61          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure62          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure63          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure64          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure65          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure66          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure67          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure68          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure69          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure70          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure71          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure72          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure73          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure74          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure75          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure76          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure77          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure78          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure79          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure80          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure81          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure82          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure83          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure84          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure85          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure86          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure87          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure88          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure89          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure90          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure91          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure92          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure93          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure94          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure95          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure96          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure97          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure98          | numeric   | 1700  | -1     | NULL   |
+| 18036    | measure99          | numeric   | 1700  | -1     | NULL   |
+| 18036    | count              | int8      | 20    | -1     | 64     |
+| 18036    | maxPrice           | numeric   | 1700  | -1     | NULL   |
+| 18036    | minPrice           | numeric   | 1700  | -1     | NULL   |
+| 18036    | avgPrice           | numeric   | 1700  | -1     | NULL   |
+| 18036    | countDistinct      | int8      | 20    | -1     | 64     |
+| 18036    | dim0               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim1               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim2               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim3               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim4               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim5               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim6               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim7               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim8               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim9               | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim10              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim11              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim12              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim13              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim14              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim15              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim16              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim17              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim18              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim19              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim20              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim21              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim22              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim23              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim24              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim25              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim26              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim27              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim28              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim29              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim30              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim31              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim32              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim33              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim34              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim35              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim36              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim37              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim38              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim39              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim40              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim41              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim42              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim43              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim44              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim45              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim46              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim47              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim48              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim49              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim50              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim51              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim52              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim53              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim54              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim55              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim56              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim57              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim58              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim59              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim60              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim61              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim62              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim63              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim64              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim65              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim66              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim67              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim68              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim69              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim70              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim71              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim72              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim73              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim74              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim75              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim76              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim77              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim78              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim79              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim80              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim81              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim82              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim83              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim84              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim85              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim86              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim87              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim88              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim89              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim90              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim91              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim92              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim93              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim94              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim95              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim96              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim97              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim98              | numeric   | 1700  | -1     | NULL   |
+| 18036    | dim99              | numeric   | 1700  | -1     | NULL   |
+| 18036    | __user             | text      | 25    | -1     | NULL   |
+| 18036    | __cubeJoinField    | text      | 25    | -1     | NULL   |
+| 18246    | measure_num0       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str0       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date0      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num1       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str1       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date1      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num2       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str2       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date2      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num3       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str3       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date3      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num4       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str4       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date4      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num5       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str5       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date5      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num6       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str6       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date6      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num7       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str7       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date7      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num8       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str8       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date8      | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_num9       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_str9       | numeric   | 1700  | -1     | NULL   |
+| 18246    | measure_date9      | numeric   | 1700  | -1     | NULL   |
+| 18246    | count              | int8      | 20    | -1     | 64     |
+| 18246    | maxPrice           | numeric   | 1700  | -1     | NULL   |
+| 18246    | minPrice           | numeric   | 1700  | -1     | NULL   |
+| 18246    | avgPrice           | numeric   | 1700  | -1     | NULL   |
+| 18246    | countDistinct      | int8      | 20    | -1     | 64     |
+| 18246    | dim_num0           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str0           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date0          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num1           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str1           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date1          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num2           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str2           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date2          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num3           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str3           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date3          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num4           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str4           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date4          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num5           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str5           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date5          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num6           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str6           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date6          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num7           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str7           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date7          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num8           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str8           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date8          | timestamp | 1114  | -1     | NULL   |
+| 18246    | dim_num9           | numeric   | 1700  | -1     | NULL   |
+| 18246    | dim_str9           | text      | 25    | -1     | NULL   |
+| 18246    | dim_date9          | timestamp | 1114  | -1     | NULL   |
+| 18246    | __user             | text      | 25    | -1     | NULL   |
+| 18246    | __cubeJoinField    | text      | 25    | -1     | NULL   |
 +----------+--------------------+-----------+-------+--------+--------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__powerbi_table_columns.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__powerbi_table_columns.snap
index c78ddb60697c8..5733917f0c10e 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__powerbi_table_columns.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__powerbi_table_columns.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"select COLUMN_NAME, ORDINAL_POSITION, IS_NULLABLE,
 | minPrice           | 4                | NO          | numeric                     |
 | avgPrice           | 5                | NO          | numeric                     |
 | countDistinct      | 6                | NO          | bigint                      |
-| order_date         | 7                | YES         | timestamp without time zone |
-| last_mod           | 8                | YES         | timestamp without time zone |
-| customer_gender    | 9                | YES         | text                        |
-| notes              | 10               | YES         | text                        |
-| taxful_total_price | 11               | YES         | numeric                     |
-| has_subscription   | 12               | YES         | boolean                     |
-| is_male            | 13               | NO          | boolean                     |
-| is_female          | 14               | NO          | boolean                     |
-| __user             | 15               | YES         | text                        |
-| __cubeJoinField    | 16               | YES         | text                        |
+| id                 | 7                | YES         | numeric                     |
+| order_date         | 8                | YES         | timestamp without time zone |
+| last_mod           | 9                | YES         | timestamp without time zone |
+| customer_gender    | 10               | YES         | text                        |
+| notes              | 11               | YES         | text                        |
+| taxful_total_price | 12               | YES         | numeric                     |
+| has_subscription   | 13               | YES         | boolean                     |
+| is_male            | 14               | NO          | boolean                     |
+| is_female          | 15               | NO          | boolean                     |
+| __user             | 16               | YES         | text                        |
+| __cubeJoinField    | 17               | YES         | text                        |
 +--------------------+------------------+-------------+-----------------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sigma_computing_with_subquery_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sigma_computing_with_subquery_query.snap
index 57c2822c9acdb..c0a3929182679 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sigma_computing_with_subquery_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sigma_computing_with_subquery_query.snap
@@ -11,6 +11,7 @@ expression: "execute_query(\"\n                with\n                    nsp as
 | minPrice           | numeric   | NULL                                          |
 | avgPrice           | numeric   | NULL                                          |
 | countDistinct      | int8      | NULL                                          |
+| id                 | numeric   | NULL                                          |
 | order_date         | timestamp | NULL                                          |
 | last_mod           | timestamp | NULL                                          |
 | customer_gender    | text      | Customer gender                               |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sqlalchemy_new_conname_query.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sqlalchemy_new_conname_query.snap
index 39066ea680e91..ef38211d7fe57 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sqlalchemy_new_conname_query.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__sqlalchemy_new_conname_query.snap
@@ -11,6 +11,7 @@ expression: "execute_query(r#\"SELECT\n                a.attname,\n
 | minPrice           | numeric                             | NULL    | true       | 18000     | NULL                                          |           | NULL             |
 | avgPrice           | numeric                             | NULL    | true       | 18000     | NULL                                          |           | NULL             |
 | countDistinct      | bigint                              | NULL    | true       | 18000     | NULL                                          |           | NULL             |
+| id                 | numeric                             | NULL    | false      | 18000     | NULL                                          |           | NULL             |
 | order_date         | timestamp without time zone         | NULL    | false      | 18000     | NULL                                          |           | NULL             |
 | last_mod           | timestamp without time zone         | NULL    | false      | 18000     | NULL                                          |           | NULL             |
 | customer_gender    | text                                | NULL    | false      | 18000     | Customer gender                               |           | NULL             |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__superset_subquery.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__superset_subquery.snap
index 948c96230dcc4..2101771db62b2 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__superset_subquery.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__superset_subquery.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"\n                SELECT\n                    a.att
 | minPrice           | numeric                             | NULL    | true       | 4      | 18000     | NULL                                          |           |
 | avgPrice           | numeric                             | NULL    | true       | 5      | 18000     | NULL                                          |           |
 | countDistinct      | bigint                              | NULL    | true       | 6      | 18000     | NULL                                          |           |
-| order_date         | timestamp without time zone         | NULL    | false      | 7      | 18000     | NULL                                          |           |
-| last_mod           | timestamp without time zone         | NULL    | false      | 8      | 18000     | NULL                                          |           |
-| customer_gender    | text                                | NULL    | false      | 9      | 18000     | Customer gender                               |           |
-| notes              | text                                | NULL    | false      | 10     | 18000     | NULL                                          |           |
-| taxful_total_price | numeric                             | NULL    | false      | 11     | 18000     | NULL                                          |           |
-| has_subscription   | boolean                             | NULL    | false      | 12     | 18000     | NULL                                          |           |
-| is_male            | boolean                             | NULL    | true       | 13     | 18000     | Male users segment                            |           |
-| is_female          | boolean                             | NULL    | true       | 14     | 18000     | NULL                                          |           |
-| __user             | text                                | NULL    | false      | 15     | 18000     | Virtual column for security context switching |           |
-| __cubeJoinField    | text                                | NULL    | false      | 16     | 18000     | Virtual column for joining cubes              |           |
+| id                 | numeric                             | NULL    | false      | 7      | 18000     | NULL                                          |           |
+| order_date         | timestamp without time zone         | NULL    | false      | 8      | 18000     | NULL                                          |           |
+| last_mod           | timestamp without time zone         | NULL    | false      | 9      | 18000     | NULL                                          |           |
+| customer_gender    | text                                | NULL    | false      | 10     | 18000     | Customer gender                               |           |
+| notes              | text                                | NULL    | false      | 11     | 18000     | NULL                                          |           |
+| taxful_total_price | numeric                             | NULL    | false      | 12     | 18000     | NULL                                          |           |
+| has_subscription   | boolean                             | NULL    | false      | 13     | 18000     | NULL                                          |           |
+| is_male            | boolean                             | NULL    | true       | 14     | 18000     | Male users segment                            |           |
+| is_female          | boolean                             | NULL    | true       | 15     | 18000     | NULL                                          |           |
+| __user             | text                                | NULL    | false      | 16     | 18000     | Virtual column for security context switching |           |
+| __cubeJoinField    | text                                | NULL    | false      | 17     | 18000     | Virtual column for joining cubes              |           |
 +--------------------+-------------------------------------+---------+------------+--------+-----------+-----------------------------------------------+-----------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__tableau_desktop_table_columns.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__tableau_desktop_table_columns.snap
index 9d2265b1bca93..a2362c64c6f40 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__tableau_desktop_table_columns.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__tableau_desktop_table_columns.snap
@@ -11,14 +11,15 @@ expression: "execute_query(\"select\n                    n.nspname,\n
 | public  | KibanaSampleDataEcommerce | minPrice           | 1700     | numeric   | 4      | -1     | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
 | public  | KibanaSampleDataEcommerce | avgPrice           | 1700     | numeric   | 5      | -1     | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
 | public  | KibanaSampleDataEcommerce | countDistinct      | 20       | int8      | 6      | 8      | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | order_date         | 1114     | timestamp | 7      | 8      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | last_mod           | 1114     | timestamp | 8      | 8      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | customer_gender    | 25       | text      | 9      | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | notes              | 25       | text      | 10     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | taxful_total_price | 1700     | numeric   | 11     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | has_subscription   | 16       | bool      | 12     | 1      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | is_male            | 16       | bool      | 13     | 1      | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | is_female          | 16       | bool      | 14     | 1      | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | __user             | 25       | text      | 15     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
-| public  | KibanaSampleDataEcommerce | __cubeJoinField    | 25       | text      | 16     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | id                 | 1700     | numeric   | 7      | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | order_date         | 1114     | timestamp | 8      | 8      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | last_mod           | 1114     | timestamp | 9      | 8      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | customer_gender    | 25       | text      | 10     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | notes              | 25       | text      | 11     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | taxful_total_price | 1700     | numeric   | 12     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | has_subscription   | 16       | bool      | 13     | 1      | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | is_male            | 16       | bool      | 14     | 1      | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | is_female          | 16       | bool      | 15     | 1      | -1        | true       | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | __user             | 25       | text      | 16     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
+| public  | KibanaSampleDataEcommerce | __cubeJoinField    | 25       | text      | 17     | -1     | -1        | false      | false       | r       | 18000 | NULL                           | 0                                                                  | -1        | false      |
 +---------+---------------------------+--------------------+----------+-----------+--------+--------+-----------+------------+-------------+---------+-------+--------------------------------+--------------------------------------------------------------------+-----------+------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_extended_table_introspection.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_extended_table_introspection.snap
index 1c618a1bd05c7..4057a5b64f4bb 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_extended_table_introspection.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_extended_table_introspection.snap
@@ -5,7 +5,7 @@ expression: "execute_query(\"SELECT current_database()        as TABLE_CAT,\\\n
 +-----------+-------------+---------------------------+-----------+--------------+------------+--------------+--------------------+-----------------+-------------------+--------------------------+----------------------+----------------------------+-----------------------------------+-----------------+---------------+--------------+---------------------------+------------+------------------------------+----------------------+---------------------------+--------------------------+------------------------+--------------------+----------+---------------+
 | TABLE_CAT | TABLE_SCHEM | TABLE_NAME                | ROW_COUNT | COLUMN_COUNT | TABLE_KIND | IS_PARTITION | PARTITION_STRATEGY | PARTITION_COUNT | PARENT_TABLE_NAME | PARTITIONED_PARENT_TABLE | PARTITION_CONSTRAINT | NUMBER_COLUMNS_IN_PART_KEY | COLUMNS_PARTICIPATING_IN_PART_KEY | VIEW_DEFINITION | table_catalog | table_schema | table_name                | table_type | self_referencing_column_name | reference_generation | user_defined_type_catalog | user_defined_type_schema | user_defined_type_name | is_insertable_into | is_typed | commit_action |
 +-----------+-------------+---------------------------+-----------+--------------+------------+--------------+--------------------+-----------------+-------------------+--------------------------+----------------------+----------------------------+-----------------------------------+-----------------+---------------+--------------+---------------------------+------------+------------------------------+----------------------+---------------------------+--------------------------+------------------------+--------------------+----------+---------------+
-| cubedb    | public      | KibanaSampleDataEcommerce | NULL      | 16           | r          | false        | NULL               | NULL            | NULL              | NULL                     | NULL                 | NULL                       | NULL                              | NULL            | cubedb        | public       | KibanaSampleDataEcommerce | BASE TABLE |                              |                      |                           |                          |                        | NO                 | NO       |               |
+| cubedb    | public      | KibanaSampleDataEcommerce | NULL      | 17           | r          | false        | NULL               | NULL            | NULL              | NULL                     | NULL                 | NULL                       | NULL                              | NULL            | cubedb        | public       | KibanaSampleDataEcommerce | BASE TABLE |                              |                      |                           |                          |                        | NO                 | NO       |               |
 | cubedb    | public      | Logs                      | NULL      | 7            | r          | false        | NULL               | NULL            | NULL              | NULL                     | NULL                 | NULL                       | NULL                              | NULL            | cubedb        | public       | Logs                      | BASE TABLE |                              |                      |                           |                          |                        | NO                 | NO       |               |
 | cubedb    | public      | MultiTypeCube             | NULL      | 67           | r          | false        | NULL               | NULL            | NULL              | NULL                     | NULL                 | NULL                       | NULL                              | NULL            | cubedb        | public       | MultiTypeCube             | BASE TABLE |                              |                      |                           |                          |                        | NO                 | NO       |               |
 | cubedb    | public      | NumberCube                | NULL      | 3            | r          | false        | NULL               | NULL            | NULL              | NULL                     | NULL                 | NULL                       | NULL                              | NULL            | cubedb        | public       | NumberCube                | BASE TABLE |                              |                      |                           |                          |                        | NO                 | NO       |               |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_2_introspection_field_indoption.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_2_introspection_field_indoption.snap
index 83aaa2ede496b..51bb47ca3699c 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_2_introspection_field_indoption.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_2_introspection_field_indoption.snap
@@ -11,16 +11,17 @@ expression: "execute_query(r#\"\n            SELECT\n            c.column_name A
 | minPrice           | numeric       | 3                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | avgPrice           | numeric       | 4                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | countDistinct      | int8          | 5                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| order_date         | timestamp     | 6                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| last_mod           | timestamp     | 7                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| customer_gender    | text          | 8                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| notes              | text          | 9                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| taxful_total_price | numeric       | 10                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| has_subscription   | bool          | 11                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| is_male            | bool          | 12                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| is_female          | bool          | 13                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| __user             | text          | 14                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| __cubeJoinField    | text          | 15                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| id                 | numeric       | 6                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| order_date         | timestamp     | 7                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| last_mod           | timestamp     | 8                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| customer_gender    | text          | 9                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| notes              | text          | 10                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| taxful_total_price | numeric       | 11                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| has_subscription   | bool          | 12                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| is_male            | bool          | 13                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| is_female          | bool          | 14                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| __user             | text          | 15                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| __cubeJoinField    | text          | 16                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | agentCount         | int8          | 0                 | public       | Logs                      | false | NULL          | false             | false                      |
 | agentCountApprox   | int8          | 1                 | public       | Logs                      | false | NULL          | false             | false                      |
 | id                 | numeric       | 2                 | public       | Logs                      | false | NULL          | false             | false                      |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_8_introspection.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_8_introspection.snap
index 166491e9c523e..69ab84b3a35b1 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_8_introspection.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__test_metabase_v0_51_8_introspection.snap
@@ -11,16 +11,17 @@ expression: "execute_query(r#\"\nselect\n    \"c\".\"column_name\" as \"name\",\
 | minPrice           | numeric       | 3                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | avgPrice           | numeric       | 4                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | countDistinct      | int8          | 5                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| order_date         | timestamp     | 6                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| last_mod           | timestamp     | 7                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| customer_gender    | text          | 8                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| notes              | text          | 9                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| taxful_total_price | numeric       | 10                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| has_subscription   | bool          | 11                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| is_male            | bool          | 12                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| is_female          | bool          | 13                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| __user             | text          | 14                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
-| __cubeJoinField    | text          | 15                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| id                 | numeric       | 6                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| order_date         | timestamp     | 7                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| last_mod           | timestamp     | 8                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| customer_gender    | text          | 9                 | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| notes              | text          | 10                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| taxful_total_price | numeric       | 11                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| has_subscription   | bool          | 12                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| is_male            | bool          | 13                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| is_female          | bool          | 14                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| __user             | text          | 15                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
+| __cubeJoinField    | text          | 16                | public       | KibanaSampleDataEcommerce | false | NULL          | false             | false                      |
 | agentCount         | int8          | 0                 | public       | Logs                      | false | NULL          | false             | false                      |
 | agentCountApprox   | int8          | 1                 | public       | Logs                      | false | NULL          | false             | false                      |
 | id                 | numeric       | 2                 | public       | Logs                      | false | NULL          | false             | false                      |
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__thoughtspot_table_introspection.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__thoughtspot_table_introspection.snap
index 631471621aeb1..49a292a5e1fc3 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__thoughtspot_table_introspection.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_introspection__thoughtspot_table_introspection.snap
@@ -11,14 +11,15 @@ expression: "execute_query(r#\"\n                SELECT *\n                FROM
 | cubedb    | public      | KibanaSampleDataEcommerce | minPrice           | 2         | numeric   | -1          | NULL          | 65531          | 10             | NULL     | NULL                                          | NULL       | 2             | NULL             | 65535             | 4                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
 | cubedb    | public      | KibanaSampleDataEcommerce | avgPrice           | 2         | numeric   | -1          | NULL          | 65531          | 10             | NULL     | NULL                                          | NULL       | 2             | NULL             | 65535             | 5                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
 | cubedb    | public      | KibanaSampleDataEcommerce | countDistinct      | -5        | int8      | 19          | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -5            | NULL             | 19                | 6                | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | order_date         | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 7                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | last_mod           | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 8                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | customer_gender    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Customer gender                               | NULL       | 12            | NULL             | 2147483647        | 9                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | notes              | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | 12            | NULL             | 2147483647        | 10               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | taxful_total_price | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 11               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | has_subscription   | -7        | bool      | 1           | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | -7            | NULL             | 1                 | 12               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | is_male            | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | Male users segment                            | NULL       | -7            | NULL             | 1                 | 13               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | is_female          | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -7            | NULL             | 1                 | 14               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | __user             | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for security context switching | NULL       | 12            | NULL             | 2147483647        | 15               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
-| cubedb    | public      | KibanaSampleDataEcommerce | __cubeJoinField    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for joining cubes              | NULL       | 12            | NULL             | 2147483647        | 16               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | id                 | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 7                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | order_date         | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 8                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | last_mod           | 93        | timestamp | 29          | NULL          | 6              | 10             | 1        | NULL                                          | NULL       | 93            | NULL             | 29                | 9                | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | customer_gender    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Customer gender                               | NULL       | 12            | NULL             | 2147483647        | 10               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | notes              | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | 12            | NULL             | 2147483647        | 11               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | taxful_total_price | 2         | numeric   | -1          | NULL          | 65531          | 10             | 1        | NULL                                          | NULL       | 2             | NULL             | 65535             | 12               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | has_subscription   | -7        | bool      | 1           | NULL          | 0              | 10             | 1        | NULL                                          | NULL       | -7            | NULL             | 1                 | 13               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | is_male            | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | Male users segment                            | NULL       | -7            | NULL             | 1                 | 14               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | is_female          | -7        | bool      | 1           | NULL          | 0              | 10             | NULL     | NULL                                          | NULL       | -7            | NULL             | 1                 | 15               | NULL        | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | __user             | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for security context switching | NULL       | 12            | NULL             | 2147483647        | 16               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
+| cubedb    | public      | KibanaSampleDataEcommerce | __cubeJoinField    | 12        | text      | 2147483647  | NULL          | 0              | 10             | 1        | Virtual column for joining cubes              | NULL       | 12            | NULL             | 2147483647        | 17               | YES         | NULL          | NULL         | NULL        | 0                | NO               | false              |
 +-----------+-------------+---------------------------+--------------------+-----------+-----------+-------------+---------------+----------------+----------------+----------+-----------------------------------------------+------------+---------------+------------------+-------------------+------------------+-------------+---------------+--------------+-------------+------------------+------------------+--------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__format_type.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__format_type.snap
index c3e33b0f7e788..e8e8fceeaf283 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__format_type.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__format_type.snap
@@ -91,12 +91,12 @@ expression: "execute_query(\"\n                SELECT\n                    t.oid
 | 13410 | sql_identifier             | information_schema.sql_identifier(20) | information_schema.sql_identifier(5) | information_schema.sql_identifier(4) | information_schema.sql_identifier(0) | information_schema.sql_identifier | information_schema.sql_identifier | information_schema.sql_identifier(5) |
 | 18001 | KibanaSampleDataEcommerce  | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
 | 18002 | _KibanaSampleDataEcommerce | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18020 | Logs                       | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18021 | _Logs                      | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18030 | NumberCube                 | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18031 | _NumberCube                | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18036 | WideCube                   | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18037 | _WideCube                  | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18246 | MultiTypeCube              | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
-| 18247 | _MultiTypeCube             | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18021 | Logs                       | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18022 | _Logs                      | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18031 | NumberCube                 | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18032 | _NumberCube                | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18037 | WideCube                   | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18038 | _WideCube                  | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18247 | MultiTypeCube              | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
+| 18248 | _MultiTypeCube             | ???                                   | ???                                  | ???                                  | ???                                  | ???                               | ???                               | ???                                  |
 +-------+----------------------------+---------------------------------------+--------------------------------------+--------------------------------------+--------------------------------------+-----------------------------------+-----------------------------------+--------------------------------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_datetime_precision_types.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_datetime_precision_types.snap
index 896747bae6f8b..73700366ed59c 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_datetime_precision_types.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_datetime_precision_types.snap
@@ -91,12 +91,12 @@ expression: "execute_query(\"\n                SELECT t.oid, information_schema.
 | 13410 | NULL |
 | 18001 | NULL |
 | 18002 | NULL |
-| 18020 | NULL |
 | 18021 | NULL |
-| 18030 | NULL |
+| 18022 | NULL |
 | 18031 | NULL |
-| 18036 | NULL |
+| 18032 | NULL |
 | 18037 | NULL |
-| 18246 | NULL |
+| 18038 | NULL |
 | 18247 | NULL |
+| 18248 | NULL |
 +-------+------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_precision_types.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_precision_types.snap
index 75ff68c3a2871..168341b356205 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_precision_types.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_precision_types.snap
@@ -91,12 +91,12 @@ expression: "execute_query(\"\n                SELECT t.oid, information_schema.
 | 13410 | NULL  |
 | 18001 | NULL  |
 | 18002 | NULL  |
-| 18020 | NULL  |
 | 18021 | NULL  |
-| 18030 | NULL  |
+| 18022 | NULL  |
 | 18031 | NULL  |
-| 18036 | NULL  |
+| 18032 | NULL  |
 | 18037 | NULL  |
-| 18246 | NULL  |
+| 18038 | NULL  |
 | 18247 | NULL  |
+| 18248 | NULL  |
 +-------+-------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_scale_types.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_scale_types.snap
index d62ff2abd02df..1cfbd9427e1ac 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_scale_types.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_numeric_scale_types.snap
@@ -91,12 +91,12 @@ expression: "execute_query(\"\n                SELECT t.oid, information_schema.
 | 13410 | NULL |
 | 18001 | NULL |
 | 18002 | NULL |
-| 18020 | NULL |
 | 18021 | NULL |
-| 18030 | NULL |
+| 18022 | NULL |
 | 18031 | NULL |
-| 18036 | NULL |
+| 18032 | NULL |
 | 18037 | NULL |
-| 18246 | NULL |
+| 18038 | NULL |
 | 18247 | NULL |
+| 18248 | NULL |
 +-------+------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_total_relation_size.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_total_relation_size.snap
index 9e019631d7bc2..c0c717d2e7da4 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_total_relation_size.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_total_relation_size.snap
@@ -7,8 +7,8 @@ expression: "execute_query(\"SELECT\n                    oid,\n
 +-------+---------------------------+---------+
 | 1259  | pg_class                  | 8192    |
 | 18000 | KibanaSampleDataEcommerce | 8192    |
-| 18019 | Logs                      | 8192    |
-| 18029 | NumberCube                | 8192    |
-| 18035 | WideCube                  | 8192    |
-| 18245 | MultiTypeCube             | 8192    |
+| 18020 | Logs                      | 8192    |
+| 18030 | NumberCube                | 8192    |
+| 18036 | WideCube                  | 8192    |
+| 18246 | MultiTypeCube             | 8192    |
 +-------+---------------------------+---------+
diff --git a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_type_is_visible.snap b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_type_is_visible.snap
index ff5ff3af99ee3..f2f0b0738c8c2 100644
--- a/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_type_is_visible.snap
+++ b/rust/cubesql/cubesql/src/compile/test/snapshots/cubesql__compile__test__test_udfs__pg_type_is_visible.snap
@@ -91,12 +91,12 @@ expression: "execute_query(\"\n                SELECT t.oid, t.typname, n.nspnam
 | 13410 | sql_identifier             | information_schema | false      |
 | 18001 | KibanaSampleDataEcommerce  | public             | true       |
 | 18002 | _KibanaSampleDataEcommerce | public             | true       |
-| 18020 | Logs                       | public             | true       |
-| 18021 | _Logs                      | public             | true       |
-| 18030 | NumberCube                 | public             | true       |
-| 18031 | _NumberCube                | public             | true       |
-| 18036 | WideCube                   | public             | true       |
-| 18037 | _WideCube                  | public             | true       |
-| 18246 | MultiTypeCube              | public             | true       |
-| 18247 | _MultiTypeCube             | public             | true       |
+| 18021 | Logs                       | public             | true       |
+| 18022 | _Logs                      | public             | true       |
+| 18031 | NumberCube                 | public             | true       |
+| 18032 | _NumberCube                | public             | true       |
+| 18037 | WideCube                   | public             | true       |
+| 18038 | _WideCube                  | public             | true       |
+| 18247 | MultiTypeCube              | public             | true       |
+| 18248 | _MultiTypeCube             | public             | true       |
 +-------+----------------------------+--------------------+------------+
diff --git a/rust/cubesql/cubesql/src/compile/test/test_cube_join.rs b/rust/cubesql/cubesql/src/compile/test/test_cube_join.rs
index f0dc5d2f648ce..789f6e560472d 100644
--- a/rust/cubesql/cubesql/src/compile/test/test_cube_join.rs
+++ b/rust/cubesql/cubesql/src/compile/test/test_cube_join.rs
@@ -169,6 +169,7 @@ async fn test_join_three_cubes() {
                 "NumberCube.someNumber".to_string(),
             ]),
             dimensions: Some(vec![
+                "KibanaSampleDataEcommerce.id".to_string(),
                 "KibanaSampleDataEcommerce.order_date".to_string(),
                 "KibanaSampleDataEcommerce.last_mod".to_string(),
                 "KibanaSampleDataEcommerce.customer_gender".to_string(),
diff --git a/rust/cubesql/cubesql/src/compile/test/test_introspection.rs b/rust/cubesql/cubesql/src/compile/test/test_introspection.rs
index 0a4f3b9fc0f24..cafc287b5e2f5 100644
--- a/rust/cubesql/cubesql/src/compile/test/test_introspection.rs
+++ b/rust/cubesql/cubesql/src/compile/test/test_introspection.rs
@@ -899,6 +899,55 @@ async fn dbeaver_introspection() -> Result<(), CubeError> {
             .await?
         );
 
+    insta::assert_snapshot!(
+        "dbeaver_introspection_tables_with_descriptions",
+        // NOTE: order by added manually to avoid random snapshot order
+        execute_query(
+            r#"
+            SELECT c.oid,c.*,d.description,pg_catalog.pg_get_expr(c.relpartbound, c.oid) as partition_expr,  pg_catalog.pg_get_partkeydef(c.oid) as partition_key 
+            FROM pg_catalog.pg_class c
+            LEFT OUTER JOIN pg_catalog.pg_description d ON d.objoid=c.oid AND d.objsubid=0 AND d.classoid='pg_class'::regclass
+            WHERE c.relnamespace=2200 AND c.relkind not in ('i','I','c')
+            ORDER BY c.oid
+            "#.to_string(),
+            DatabaseProtocol::PostgreSQL
+        )
+        .await?
+    );
+
+    insta::assert_snapshot!(
+        "dbeaver_introspection_tables",
+        // NOTE: order by added manually to avoid random snapshot order
+        execute_query(
+            r#"
+            select c.oid,pg_catalog.pg_total_relation_size(c.oid) as total_rel_size,pg_catalog.pg_relation_size(c.oid) as rel_size
+            FROM pg_class c
+            WHERE c.relnamespace=2200
+            ORDER BY c.oid
+            "#.to_string(),
+            DatabaseProtocol::PostgreSQL
+        )
+        .await?
+    );
+
+    insta::assert_snapshot!(
+        "dbeaver_introspection_columns",
+        execute_query(
+            r#"
+            SELECT c.relname,a.*,pg_catalog.pg_get_expr(ad.adbin, ad.adrelid, true) as def_value,dsc.description,dep.objid
+            FROM pg_catalog.pg_attribute a
+            INNER JOIN pg_catalog.pg_class c ON (a.attrelid=c.oid)
+            LEFT OUTER JOIN pg_catalog.pg_attrdef ad ON (a.attrelid=ad.adrelid AND a.attnum = ad.adnum)
+            LEFT OUTER JOIN pg_catalog.pg_description dsc ON (c.oid=dsc.objoid AND a.attnum = dsc.objsubid)
+            LEFT OUTER JOIN pg_depend dep on dep.refobjid = a.attrelid AND dep.deptype = 'i' and dep.refobjsubid = a.attnum and dep.classid = dep.refclassid
+            WHERE NOT a.attisdropped AND c.relkind not in ('i','I','c') AND c.oid=18000
+            ORDER BY a.attnum
+            "#.to_string(),
+            DatabaseProtocol::PostgreSQL
+        )
+        .await?
+    );
+
     Ok(())
 }
 
diff --git a/rust/cubesql/cubesql/src/sql/postgres/shim.rs b/rust/cubesql/cubesql/src/sql/postgres/shim.rs
index 6636bba18a31f..adf1c53a1f11b 100644
--- a/rust/cubesql/cubesql/src/sql/postgres/shim.rs
+++ b/rust/cubesql/cubesql/src/sql/postgres/shim.rs
@@ -1117,13 +1117,21 @@ impl AsyncPostgresShim {
                     if let Some(qtrace) = qtrace {
                         qtrace.push_statement(&query);
                     }
-                    self.prepare_statement(parse.name, Ok(query), false, qtrace, span_id.clone())
-                        .await?;
+                    self.prepare_statement(
+                        parse.name,
+                        Ok(query),
+                        &parse.param_types,
+                        false,
+                        qtrace,
+                        span_id.clone(),
+                    )
+                    .await?;
                 }
                 Err(err) => {
                     self.prepare_statement(
                         parse.name,
                         Err(parse.query.to_string()),
+                        &parse.param_types,
                         false,
                         qtrace,
                         span_id.clone(),
@@ -1143,6 +1151,7 @@ impl AsyncPostgresShim {
         &mut self,
         name: String,
         query: Result<Statement, String>,
+        param_types: &[u32],
         from_sql: bool,
         qtrace: &mut Option<Qtrace>,
         span_id: Option<Arc<SpanId>>,
@@ -1170,7 +1179,7 @@ impl AsyncPostgresShim {
 
         let (pstmt, result) = match query {
             Ok(query) => {
-                let stmt_finder = PostgresStatementParamsFinder::new();
+                let stmt_finder = PostgresStatementParamsFinder::new(param_types);
                 let parameters: Vec<PgTypeId> = stmt_finder
                     .find(&query)?
                     .into_iter()
@@ -1703,8 +1712,15 @@ impl AsyncPostgresShim {
                     _ => *statement,
                 };
 
-                self.prepare_statement(name.value, Ok(statement), true, qtrace, span_id.clone())
-                    .await?;
+                self.prepare_statement(
+                    name.value,
+                    Ok(statement),
+                    &[],
+                    true,
+                    qtrace,
+                    span_id.clone(),
+                )
+                .await?;
 
                 let plan = QueryPlan::MetaOk(StatusFlags::empty(), CommandCompletion::Prepare);
 
diff --git a/rust/cubesql/cubesql/src/sql/statement.rs b/rust/cubesql/cubesql/src/sql/statement.rs
index 77ef0743a4827..aec18178e24e5 100644
--- a/rust/cubesql/cubesql/src/sql/statement.rs
+++ b/rust/cubesql/cubesql/src/sql/statement.rs
@@ -2,7 +2,7 @@ use itertools::Itertools;
 use log::trace;
 use pg_srv::{
     protocol::{ErrorCode, ErrorResponse},
-    BindValue, PgType,
+    BindValue, PgType, PgTypeId,
 };
 use sqlparser::ast::{
     self, ArrayAgg, Expr, Function, FunctionArg, FunctionArgExpr, Ident, ObjectName, Value,
@@ -13,6 +13,7 @@ use std::{collections::HashMap, error::Error};
 use super::types::ColumnType;
 use crate::sql::shim::ConnectionError;
 
+#[derive(Debug)]
 enum PlaceholderType {
     String,
     Number,
@@ -521,14 +522,16 @@ impl FoundParameter {
 }
 
 #[derive(Debug)]
-pub struct PostgresStatementParamsFinder {
-    parameters: HashMap<String, FoundParameter>,
+pub struct PostgresStatementParamsFinder<'t> {
+    parameters: HashMap<usize, FoundParameter>,
+    types: &'t [u32],
 }
 
-impl PostgresStatementParamsFinder {
-    pub fn new() -> Self {
+impl<'t> PostgresStatementParamsFinder<'t> {
+    pub fn new(types: &'t [u32]) -> Self {
         Self {
             parameters: HashMap::new(),
+            types,
         }
     }
 
@@ -544,7 +547,7 @@ impl PostgresStatementParamsFinder {
     }
 }
 
-impl<'ast> Visitor<'ast, ConnectionError> for PostgresStatementParamsFinder {
+impl<'ast, 't> Visitor<'ast, ConnectionError> for PostgresStatementParamsFinder<'t> {
     fn visit_value(
         &mut self,
         v: &mut ast::Value,
@@ -554,8 +557,15 @@ impl<'ast> Visitor<'ast, ConnectionError> for PostgresStatementParamsFinder {
             Value::Placeholder(name) => {
                 let position = self.extract_placeholder_index(&name)?;
 
+                let coltype = self
+                    .types
+                    .get(position)
+                    .and_then(|pg_type_oid| PgTypeId::from_oid(*pg_type_oid))
+                    .and_then(|pg_type| ColumnType::from_pg_tid(pg_type).ok())
+                    .unwrap_or_else(|| pt.to_coltype());
+
                 self.parameters
-                    .insert(position.to_string(), FoundParameter::new(pt.to_coltype()));
+                    .insert(position, FoundParameter::new(coltype));
             }
             _ => {}
         };
@@ -650,6 +660,8 @@ impl<'ast> Visitor<'ast, ConnectionError> for StatementPlaceholderReplacer {
         placeholder_type: PlaceholderType,
     ) -> Result<(), ConnectionError> {
         match &value {
+            // NOTE: it does not do any harm if a numeric placeholder is replaced with a string,
+            // this will be handled with Bind anyway
             ast::Value::Placeholder(_) => {
                 *value = match placeholder_type {
                     PlaceholderType::String => {
@@ -1238,7 +1250,7 @@ mod tests {
     ) -> Result<(), CubeError> {
         let stmts = Parser::parse_sql(&PostgreSqlDialect {}, &input).unwrap();
 
-        let finder = PostgresStatementParamsFinder::new();
+        let finder = PostgresStatementParamsFinder::new(&[]);
         let result = finder.find(&stmts[0]).unwrap();
 
         assert_eq!(result, expected);
diff --git a/rust/cubesql/cubesql/src/sql/types.rs b/rust/cubesql/cubesql/src/sql/types.rs
index f294e5540fa05..9df4e1670440a 100644
--- a/rust/cubesql/cubesql/src/sql/types.rs
+++ b/rust/cubesql/cubesql/src/sql/types.rs
@@ -1,4 +1,4 @@
-use crate::compile::CommandCompletion;
+use crate::{compile::CommandCompletion, CubeError};
 use bitflags::bitflags;
 use datafusion::arrow::datatypes::{DataType, Field, IntervalUnit, TimeUnit};
 use pg_srv::{protocol::CommandComplete, PgTypeId};
@@ -24,6 +24,26 @@ pub enum ColumnType {
 }
 
 impl ColumnType {
+    pub fn from_pg_tid(pg_type_oid: PgTypeId) -> Result<Self, CubeError> {
+        match pg_type_oid {
+            PgTypeId::TEXT | PgTypeId::VARCHAR => Ok(ColumnType::String),
+            PgTypeId::FLOAT8 => Ok(ColumnType::Double),
+            PgTypeId::BOOL => Ok(ColumnType::Boolean),
+            PgTypeId::INT2 => Ok(ColumnType::Int8),
+            PgTypeId::INT4 => Ok(ColumnType::Int32),
+            PgTypeId::INT8 => Ok(ColumnType::Int64),
+            PgTypeId::BYTEA => Ok(ColumnType::Blob),
+            PgTypeId::DATE => Ok(ColumnType::Date(false)),
+            PgTypeId::INTERVAL => Ok(ColumnType::Interval(IntervalUnit::MonthDayNano)),
+            PgTypeId::TIMESTAMP | PgTypeId::TIMESTAMPTZ => Ok(ColumnType::Timestamp),
+            PgTypeId::NUMERIC => Ok(ColumnType::Decimal(38, 10)),
+            _ => Err(CubeError::internal(format!(
+                "Unable to convert PostgreSQL type oid {} to ColumnType",
+                pg_type_oid as u32
+            ))),
+        }
+    }
+
     pub fn to_pg_tid(&self) -> PgTypeId {
         match self {
             ColumnType::Blob => PgTypeId::BYTEA,
diff --git a/rust/cubesql/package.json b/rust/cubesql/package.json
index 0737f236c788e..26f4f71f7d64b 100644
--- a/rust/cubesql/package.json
+++ b/rust/cubesql/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/cubesql",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "SQL API for Cube as proxy over MySQL protocol.",
   "engines": {
     "node": "^12.0.0 || ^14.0.0 || >=16.0.0"
diff --git a/rust/cubesqlplanner/Cargo.lock b/rust/cubesqlplanner/Cargo.lock
index cff6431000f33..39d04db2a9904 100644
--- a/rust/cubesqlplanner/Cargo.lock
+++ b/rust/cubesqlplanner/Cargo.lock
@@ -664,7 +664,7 @@ dependencies = [
 [[package]]
 name = "cube-ext"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "chrono",
@@ -777,7 +777,7 @@ dependencies = [
 [[package]]
 name = "datafusion"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -810,7 +810,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "arrow",
  "ordered-float 2.10.1",
@@ -821,7 +821,7 @@ dependencies = [
 [[package]]
 name = "datafusion-data-access"
 version = "1.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "async-trait",
  "chrono",
@@ -834,7 +834,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
@@ -845,7 +845,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-expr"
 version = "7.0.0"
-source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=637003a448a98bbc5e1585d0f01cc19ba9d50668#637003a448a98bbc5e1585d0f01cc19ba9d50668"
+source = "git+https://github.com/cube-js/arrow-datafusion.git?rev=7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6#7803f7e1cb8fa3d7b25451de35b8765e1ce4a3f6"
 dependencies = [
  "ahash 0.7.8",
  "arrow",
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/cube_definition.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/cube_definition.rs
index 03b7331893578..2bf22f9719e37 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/cube_definition.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/cube_definition.rs
@@ -16,6 +16,8 @@ pub struct CubeDefinitionStatic {
     pub sql_alias: Option<String>,
     #[serde(rename = "isView")]
     pub is_view: Option<bool>,
+    #[serde(rename = "calendar")]
+    pub is_calendar: Option<bool>,
 }
 
 #[nativebridge::native_bridge(CubeDefinitionStatic)]
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/dimension_definition.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/dimension_definition.rs
index 9283854f7a45b..4765e8b6eba3b 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/dimension_definition.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/dimension_definition.rs
@@ -1,9 +1,11 @@
 use super::case_definition::{CaseDefinition, NativeCaseDefinition};
 use super::geo_item::{GeoItem, NativeGeoItem};
 use super::member_sql::{MemberSql, NativeMemberSql};
+use crate::cube_bridge::timeshift_definition::{NativeTimeShiftDefinition, TimeShiftDefinition};
 use cubenativeutils::wrappers::serializer::{
     NativeDeserialize, NativeDeserializer, NativeSerialize,
 };
+use cubenativeutils::wrappers::NativeArray;
 use cubenativeutils::wrappers::NativeContextHolder;
 use cubenativeutils::wrappers::NativeObjectHandle;
 use cubenativeutils::CubeError;
@@ -38,4 +40,7 @@ pub trait DimensionDefinition {
 
     #[nbridge(field, optional)]
     fn longitude(&self) -> Result<Option<Rc<dyn GeoItem>>, CubeError>;
+
+    #[nbridge(field, vec, optional)]
+    fn time_shift(&self) -> Result<Option<Vec<Rc<dyn TimeShiftDefinition>>>, CubeError>;
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/driver_tools.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/driver_tools.rs
index 47bb919030e0c..d11cd5c8ad073 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/driver_tools.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/driver_tools.rs
@@ -31,6 +31,7 @@ pub trait DriverTools {
     fn hll_merge(&self, sql: String) -> Result<String, CubeError>;
     fn hll_cardinality_merge(&self, sql: String) -> Result<String, CubeError>;
     fn count_distinct_approx(&self, sql: String) -> Result<String, CubeError>;
+    fn support_generated_series_for_custom_td(&self) -> Result<bool, CubeError>;
     fn date_bin(
         &self,
         interval: String,
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/evaluator.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/evaluator.rs
index 14b3c3d239cb9..9baa01e1bd35a 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/evaluator.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/evaluator.rs
@@ -64,4 +64,16 @@ pub trait CubeEvaluator {
         &self,
         cube_name: String,
     ) -> Result<Vec<Rc<dyn PreAggregationDescription>>, CubeError>;
+    #[nbridge(optional)]
+    fn pre_aggregation_description_by_name(
+        &self,
+        cube_name: String,
+        name: String,
+    ) -> Result<Option<Rc<dyn PreAggregationDescription>>, CubeError>;
+    #[nbridge(vec)]
+    fn evaluate_rollup_references(
+        &self,
+        cube: String,
+        sql: Rc<dyn MemberSql>,
+    ) -> Result<Vec<String>, CubeError>;
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/mod.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/mod.rs
index c0c6295b367af..69286f9c1a44b 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/mod.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/mod.rs
@@ -30,3 +30,4 @@ pub mod segment_definition;
 pub mod sql_templates_render;
 pub mod sql_utils;
 pub mod struct_with_sql_member;
+pub mod timeshift_definition;
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/pre_aggregation_description.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/pre_aggregation_description.rs
index 72ffd10662151..aaf650503f00b 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/pre_aggregation_description.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/pre_aggregation_description.rs
@@ -32,4 +32,7 @@ pub trait PreAggregationDescription {
 
     #[nbridge(field, optional)]
     fn time_dimension_reference(&self) -> Result<Option<Rc<dyn MemberSql>>, CubeError>;
+
+    #[nbridge(field, optional)]
+    fn rollup_references(&self) -> Result<Option<Rc<dyn MemberSql>>, CubeError>;
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/timeshift_definition.rs b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/timeshift_definition.rs
new file mode 100644
index 0000000000000..1f507831188c9
--- /dev/null
+++ b/rust/cubesqlplanner/cubesqlplanner/src/cube_bridge/timeshift_definition.rs
@@ -0,0 +1,23 @@
+use super::member_sql::{MemberSql, NativeMemberSql};
+use cubenativeutils::wrappers::serializer::{
+    NativeDeserialize, NativeDeserializer, NativeSerialize,
+};
+use cubenativeutils::wrappers::NativeContextHolder;
+use cubenativeutils::wrappers::NativeObjectHandle;
+use cubenativeutils::CubeError;
+use serde::{Deserialize, Serialize};
+use std::any::Any;
+use std::rc::Rc;
+
+#[derive(Deserialize, Serialize, Clone, Debug, PartialEq, Eq, Hash)]
+pub struct TimeShiftDefinitionStatic {
+    pub interval: String,
+    #[serde(rename = "type")]
+    pub timeshift_type: String,
+}
+
+#[nativebridge::native_bridge(TimeShiftDefinitionStatic)]
+pub trait TimeShiftDefinition {
+    #[nbridge(field, optional)]
+    fn sql(&self) -> Result<Option<Rc<dyn MemberSql>>, CubeError>;
+}
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/common.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/common.rs
index 7a3b86859b438..5ca1ddd776f6a 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/common.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/common.rs
@@ -53,9 +53,6 @@ impl PrettyPrint for MultiStageAppliedState {
         }
 
         result.println("time_shifts:", &state);
-        if let Some(common) = &self.time_shifts().common_time_shift {
-            result.println(&format!("- common: {}", common.to_sql()), &details_state);
-        }
         for (_, time_shift) in self.time_shifts().dimensions_shifts.iter() {
             result.println(
                 &format!(
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/leaf_measure.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/leaf_measure.rs
index 394c79125451c..214ab412fb8d8 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/leaf_measure.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/multistage/leaf_measure.rs
@@ -22,12 +22,9 @@ impl PrettyPrint for MultiStageLeafMeasure {
         if self.render_measure_for_ungrouped {
             result.println("render_measure_for_ungrouped: true", &state);
         }
-        if !self.time_shifts.dimensions_shifts.is_empty() {
+        if !self.time_shifts.is_empty() {
             result.println("time_shifts:", &state);
             let details_state = state.new_level();
-            if let Some(common) = &self.time_shifts.common_time_shift {
-                result.println(&format!("- common: {}", common.to_sql()), &details_state);
-            }
             for (_, time_shift) in self.time_shifts.dimensions_shifts.iter() {
                 result.println(
                     &format!(
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/compiled_pre_aggregation.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/compiled_pre_aggregation.rs
index e47d5bfd2805b..291b7e1b69ff1 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/compiled_pre_aggregation.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/compiled_pre_aggregation.rs
@@ -1,14 +1,40 @@
-use crate::cube_bridge::member_sql::MemberSql;
-use crate::cube_bridge::pre_aggregation_description::PreAggregationDescription;
-use crate::planner::query_tools::QueryTools;
-use crate::planner::sql_evaluator::MemberSymbol;
-use cubenativeutils::CubeError;
+use crate::planner::sql_evaluator::{MemberSymbol, SqlCall};
 use std::fmt::Debug;
 use std::rc::Rc;
+
+#[derive(Clone)]
+pub struct PreAggregationJoinItem {
+    pub from: PreAggregationTable,
+    pub to: PreAggregationTable,
+    pub from_members: Vec<Rc<MemberSymbol>>,
+    pub to_members: Vec<Rc<MemberSymbol>>,
+    pub on_sql: Rc<SqlCall>,
+}
+
+#[derive(Clone)]
+pub struct PreAggregationJoin {
+    pub root: PreAggregationTable,
+    pub items: Vec<PreAggregationJoinItem>,
+}
+
+#[derive(Clone)]
+pub struct PreAggregationTable {
+    pub cube_name: String,
+    pub name: String,
+    pub alias: Option<String>,
+}
+
+#[derive(Clone)]
+pub enum PreAggregationSource {
+    Table(PreAggregationTable),
+    Join(PreAggregationJoin),
+}
+
 #[derive(Clone)]
 pub struct CompiledPreAggregation {
     pub cube_name: String,
     pub name: String,
+    pub source: Rc<PreAggregationSource>,
     pub granularity: Option<String>,
     pub external: Option<bool>,
     pub measures: Vec<Rc<MemberSymbol>>,
@@ -34,104 +60,3 @@ impl Debug for CompiledPreAggregation {
             .finish()
     }
 }
-
-impl CompiledPreAggregation {
-    pub fn try_new(
-        query_tools: Rc<QueryTools>,
-        cube_name: &String,
-        description: Rc<dyn PreAggregationDescription>,
-    ) -> Result<Rc<Self>, CubeError> {
-        let static_data = description.static_data();
-        let measures = if let Some(refs) = description.measure_references()? {
-            Self::symbols_from_ref(query_tools.clone(), cube_name, refs, Self::check_is_measure)?
-        } else {
-            Vec::new()
-        };
-        let dimensions = if let Some(refs) = description.dimension_references()? {
-            Self::symbols_from_ref(
-                query_tools.clone(),
-                cube_name,
-                refs,
-                Self::check_is_dimension,
-            )?
-        } else {
-            Vec::new()
-        };
-        let time_dimensions = if let Some(refs) = description.time_dimension_reference()? {
-            let dims = Self::symbols_from_ref(
-                query_tools.clone(),
-                cube_name,
-                refs,
-                Self::check_is_time_dimension,
-            )?;
-            /*             if dims.len() != 1 {
-                return Err(CubeError::user(format!(
-                    "Pre aggregation should contains only one time dimension"
-                )));
-            } */
-            vec![(dims[0].clone(), static_data.granularity.clone())] //TODO remove unwrap
-        } else {
-            Vec::new()
-        };
-        let allow_non_strict_date_range_match = description
-            .static_data()
-            .allow_non_strict_date_range_match
-            .unwrap_or(false);
-        let res = Rc::new(Self {
-            name: static_data.name.clone(),
-            cube_name: cube_name.clone(),
-            granularity: static_data.granularity.clone(),
-            external: static_data.external,
-            measures,
-            dimensions,
-            time_dimensions,
-            allow_non_strict_date_range_match,
-        });
-        Ok(res)
-    }
-
-    fn symbols_from_ref<F: Fn(&MemberSymbol) -> Result<(), CubeError>>(
-        query_tools: Rc<QueryTools>,
-        cube_name: &String,
-        ref_func: Rc<dyn MemberSql>,
-        check_type_fn: F,
-    ) -> Result<Vec<Rc<MemberSymbol>>, CubeError> {
-        let evaluator_compiler_cell = query_tools.evaluator_compiler().clone();
-        let mut evaluator_compiler = evaluator_compiler_cell.borrow_mut();
-        let sql_call = evaluator_compiler.compile_sql_call(cube_name, ref_func)?;
-        let mut res = Vec::new();
-        for symbol in sql_call.get_dependencies().iter() {
-            check_type_fn(&symbol)?;
-            res.push(symbol.clone());
-        }
-        Ok(res)
-    }
-
-    fn check_is_measure(symbol: &MemberSymbol) -> Result<(), CubeError> {
-        symbol
-            .as_measure()
-            .map_err(|_| CubeError::user(format!("Pre-aggregation measure must be a measure")))?;
-        Ok(())
-    }
-
-    fn check_is_dimension(symbol: &MemberSymbol) -> Result<(), CubeError> {
-        symbol.as_dimension().map_err(|_| {
-            CubeError::user(format!("Pre-aggregation dimension must be a dimension"))
-        })?;
-        Ok(())
-    }
-
-    fn check_is_time_dimension(symbol: &MemberSymbol) -> Result<(), CubeError> {
-        let dimension = symbol.as_dimension().map_err(|_| {
-            CubeError::user(format!(
-                "Pre-aggregation time dimension must be a dimension"
-            ))
-        })?;
-        if dimension.dimension_type() != "time" {
-            return Err(CubeError::user(format!(
-                "Pre-aggregation time dimension must be a dimension"
-            )));
-        }
-        Ok(())
-    }
-}
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/mod.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/mod.rs
index a3fbe777d9fe0..51c2da6e499db 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/mod.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/mod.rs
@@ -4,6 +4,7 @@ mod measure_matcher;
 mod optimizer;
 mod original_sql_collector;
 mod original_sql_optimizer;
+mod pre_aggregations_compiler;
 
 pub use compiled_pre_aggregation::*;
 use dimension_matcher::*;
@@ -11,3 +12,4 @@ use measure_matcher::*;
 pub use optimizer::*;
 pub use original_sql_collector::*;
 pub use original_sql_optimizer::*;
+pub use pre_aggregations_compiler::*;
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/optimizer.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/optimizer.rs
index 1fff70496060f..c812c57e3cdca 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/optimizer.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/optimizer.rs
@@ -1,3 +1,4 @@
+use super::PreAggregationsCompiler;
 use super::*;
 use crate::logical_plan::*;
 use crate::plan::FilterItem;
@@ -43,22 +44,9 @@ impl PreAggregationOptimizer {
         let mut cube_names_collector = CubeNamesCollector::new();
         cube_names_collector.collect(&plan)?;
         let cube_names = cube_names_collector.result();
+        let mut compiler = PreAggregationsCompiler::try_new(self.query_tools.clone(), &cube_names)?;
 
-        let mut compiled_pre_aggregations = Vec::new();
-        for cube_name in cube_names.iter() {
-            let pre_aggregations = self
-                .query_tools
-                .cube_evaluator()
-                .pre_aggregations_for_cube_as_array(cube_name.clone())?;
-            for pre_aggregation in pre_aggregations.iter() {
-                let compiled = CompiledPreAggregation::try_new(
-                    self.query_tools.clone(),
-                    cube_name,
-                    pre_aggregation.clone(),
-                )?;
-                compiled_pre_aggregations.push(compiled);
-            }
-        }
+        let compiled_pre_aggregations = compiler.compile_all_pre_aggregations()?;
 
         for pre_aggregation in compiled_pre_aggregations.iter() {
             let new_query = self.try_rewrite_query(plan.clone(), pre_aggregation)?;
@@ -413,51 +401,44 @@ impl PreAggregationOptimizer {
         &mut self,
         pre_aggregation: &Rc<CompiledPreAggregation>,
     ) -> Result<Rc<PreAggregation>, CubeError> {
-        let pre_aggregation_obj = self.query_tools.base_tools().get_pre_aggregation_by_name(
+        /* let pre_aggregation_obj = self.query_tools.base_tools().get_pre_aggregation_by_name(
             pre_aggregation.cube_name.clone(),
             pre_aggregation.name.clone(),
-        )?;
-        if let Some(table_name) = &pre_aggregation_obj.static_data().table_name {
-            let schema = LogicalSchema {
-                time_dimensions: vec![],
-                dimensions: pre_aggregation
-                    .dimensions
-                    .iter()
-                    .cloned()
-                    .chain(
-                        pre_aggregation
-                            .time_dimensions
-                            .iter()
-                            .map(|(d, _)| d.clone()),
-                    )
-                    .collect(),
-                measures: pre_aggregation.measures.to_vec(),
-                multiplied_measures: HashSet::new(),
-            };
-            let pre_aggregation = PreAggregation {
-                name: pre_aggregation.name.clone(),
-                time_dimensions: pre_aggregation.time_dimensions.clone(),
-                dimensions: pre_aggregation.dimensions.clone(),
-                measures: pre_aggregation.measures.clone(),
-                schema: Rc::new(schema),
-                external: pre_aggregation.external.unwrap_or_default(),
-                granularity: pre_aggregation.granularity.clone(),
-                table_name: table_name.clone(),
-                cube_name: pre_aggregation.cube_name.clone(),
-                pre_aggregation_obj,
-            };
-            let result = Rc::new(pre_aggregation);
-            self.used_pre_aggregations.insert(
-                (result.cube_name.clone(), result.name.clone()),
-                result.clone(),
-            );
-            Ok(result)
-        } else {
-            Err(CubeError::internal(format!(
-                "Cannot find pre aggregation object for cube {} and name {}",
-                pre_aggregation.cube_name, pre_aggregation.name
-            )))
-        }
+        )?; */
+        //if let Some(table_name) = &pre_aggregation_obj.static_data().table_name {
+        let schema = LogicalSchema {
+            time_dimensions: vec![],
+            dimensions: pre_aggregation
+                .dimensions
+                .iter()
+                .cloned()
+                .chain(
+                    pre_aggregation
+                        .time_dimensions
+                        .iter()
+                        .map(|(d, _)| d.clone()),
+                )
+                .collect(),
+            measures: pre_aggregation.measures.to_vec(),
+            multiplied_measures: HashSet::new(),
+        };
+        let pre_aggregation = PreAggregation {
+            name: pre_aggregation.name.clone(),
+            time_dimensions: pre_aggregation.time_dimensions.clone(),
+            dimensions: pre_aggregation.dimensions.clone(),
+            measures: pre_aggregation.measures.clone(),
+            schema: Rc::new(schema),
+            external: pre_aggregation.external.unwrap_or_default(),
+            granularity: pre_aggregation.granularity.clone(),
+            source: pre_aggregation.source.clone(),
+            cube_name: pre_aggregation.cube_name.clone(),
+        };
+        let result = Rc::new(pre_aggregation);
+        self.used_pre_aggregations.insert(
+            (result.cube_name.clone(), result.name.clone()),
+            result.clone(),
+        );
+        Ok(result)
     }
 
     fn is_schema_and_filters_match(
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/original_sql_optimizer.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/original_sql_optimizer.rs
index 4bd5c1ea078d3..4edb5beb33007 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/original_sql_optimizer.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/original_sql_optimizer.rs
@@ -1,3 +1,4 @@
+use super::PreAggregationsCompiler;
 use super::*;
 use crate::logical_plan::*;
 use crate::planner::query_tools::QueryTools;
@@ -352,25 +353,11 @@ impl OriginalSqlOptimizer {
         let res = if let Some(found_pre_aggregation) = self.foud_pre_aggregations.get(cube_name) {
             Some(found_pre_aggregation.clone())
         } else {
-            let pre_aggregations = self
-                .query_tools
-                .cube_evaluator()
-                .pre_aggregations_for_cube_as_array(cube_name.clone())?;
-            if let Some(found_pre_aggregation) = pre_aggregations
-                .iter()
-                .find(|p| p.static_data().pre_aggregation_type == "originalSql")
-            {
-                let compiled = CompiledPreAggregation::try_new(
-                    self.query_tools.clone(),
-                    cube_name,
-                    found_pre_aggregation.clone(),
-                )?;
-                self.foud_pre_aggregations
-                    .insert(cube_name.clone(), compiled.clone());
-                Some(compiled)
-            } else {
-                None
-            }
+            let mut compiler = PreAggregationsCompiler::try_new(
+                self.query_tools.clone(),
+                &vec![cube_name.clone()],
+            )?;
+            compiler.compile_origin_sql_pre_aggregation(&cube_name)?
         };
         Ok(res)
     }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/pre_aggregations_compiler.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/pre_aggregations_compiler.rs
new file mode 100644
index 0000000000000..b97b8a529907f
--- /dev/null
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/optimizers/pre_aggregation/pre_aggregations_compiler.rs
@@ -0,0 +1,370 @@
+use super::CompiledPreAggregation;
+use super::PreAggregationSource;
+use crate::cube_bridge::join_hints::JoinHintItem;
+use crate::cube_bridge::member_sql::MemberSql;
+use crate::cube_bridge::pre_aggregation_description::PreAggregationDescription;
+use crate::logical_plan::PreAggregationJoin;
+use crate::logical_plan::PreAggregationJoinItem;
+use crate::logical_plan::PreAggregationTable;
+use crate::planner::planners::JoinPlanner;
+use crate::planner::planners::ResolvedJoinItem;
+use crate::planner::query_tools::QueryTools;
+use crate::planner::sql_evaluator::collectors::collect_cube_names_from_symbols;
+use crate::planner::sql_evaluator::MemberSymbol;
+use cubenativeutils::CubeError;
+use itertools::Itertools;
+use std::collections::HashMap;
+use std::fmt::Debug;
+use std::rc::Rc;
+
+#[derive(Debug, Clone, Hash, PartialEq, Eq)]
+pub struct PreAggregationFullName {
+    pub cube_name: String,
+    pub name: String,
+}
+
+impl PreAggregationFullName {
+    pub fn from_string(name: &str) -> Result<Self, CubeError> {
+        let parts = name.split('.').collect_vec();
+        if parts.len() != 2 {
+            Err(CubeError::user(format!(
+                "Invalid pre-aggregation name: {}",
+                name
+            )))
+        } else {
+            Ok(Self {
+                cube_name: parts[0].to_string(),
+                name: parts[1].to_string(),
+            })
+        }
+    }
+
+    pub fn new(cube_name: String, name: String) -> Self {
+        Self { cube_name, name }
+    }
+}
+
+pub struct PreAggregationsCompiler {
+    query_tools: Rc<QueryTools>,
+    descriptions: Rc<Vec<(PreAggregationFullName, Rc<dyn PreAggregationDescription>)>>,
+    compiled_cache: HashMap<PreAggregationFullName, Rc<CompiledPreAggregation>>,
+}
+
+impl PreAggregationsCompiler {
+    pub fn try_new(
+        query_tools: Rc<QueryTools>,
+        cube_names: &Vec<String>,
+    ) -> Result<Self, CubeError> {
+        let mut descriptions = Vec::new();
+        for cube_name in cube_names.iter() {
+            let pre_aggregations = query_tools
+                .cube_evaluator()
+                .pre_aggregations_for_cube_as_array(cube_name.clone())?;
+            for pre_aggregation in pre_aggregations.iter() {
+                let full_name = PreAggregationFullName::new(
+                    cube_name.clone(),
+                    pre_aggregation.static_data().name.clone(),
+                );
+                descriptions.push((full_name, pre_aggregation.clone()));
+            }
+        }
+        Ok(Self {
+            query_tools,
+            descriptions: Rc::new(descriptions),
+            compiled_cache: HashMap::new(),
+        })
+    }
+
+    pub fn compile_pre_aggregation(
+        &mut self,
+        name: &PreAggregationFullName,
+    ) -> Result<Rc<CompiledPreAggregation>, CubeError> {
+        if let Some(compiled) = self.compiled_cache.get(&name) {
+            return Ok(compiled.clone());
+        }
+
+        let description = if let Some((_, description)) =
+            self.descriptions.clone().iter().find(|(n, _)| n == name)
+        {
+            description.clone()
+        } else {
+            if let Some(descr) = self
+                .query_tools
+                .cube_evaluator()
+                .pre_aggregation_description_by_name(name.cube_name.clone(), name.name.clone())?
+            {
+                descr
+            } else {
+                return Err(CubeError::internal(format!(
+                    "Undefined pre-aggregation {}.{}",
+                    name.cube_name, name.name
+                )));
+            }
+        };
+
+        let static_data = description.static_data();
+        let measures = if let Some(refs) = description.measure_references()? {
+            Self::symbols_from_ref(
+                self.query_tools.clone(),
+                &name.cube_name,
+                refs,
+                Self::check_is_measure,
+            )?
+        } else {
+            Vec::new()
+        };
+        let dimensions = if let Some(refs) = description.dimension_references()? {
+            Self::symbols_from_ref(
+                self.query_tools.clone(),
+                &name.cube_name,
+                refs,
+                Self::check_is_dimension,
+            )?
+        } else {
+            Vec::new()
+        };
+        let time_dimensions = if let Some(refs) = description.time_dimension_reference()? {
+            let dims = Self::symbols_from_ref(
+                self.query_tools.clone(),
+                &name.cube_name,
+                refs,
+                Self::check_is_time_dimension,
+            )?;
+            vec![(dims[0].clone(), static_data.granularity.clone())]
+        } else {
+            Vec::new()
+        };
+        let allow_non_strict_date_range_match = description
+            .static_data()
+            .allow_non_strict_date_range_match
+            .unwrap_or(false);
+        let rollups = if let Some(refs) = description.rollup_references()? {
+            let r = self
+                .query_tools
+                .cube_evaluator()
+                .evaluate_rollup_references(name.cube_name.clone(), refs)?;
+            r
+        } else {
+            Vec::new()
+        };
+
+        let source = if static_data.pre_aggregation_type == "rollupJoin" {
+            PreAggregationSource::Join(self.build_join_source(&measures, &dimensions, &rollups)?)
+        } else {
+            PreAggregationSource::Table(PreAggregationTable {
+                cube_name: name.cube_name.clone(),
+                name: name.name.clone(),
+                alias: static_data.sql_alias.clone(),
+            })
+        };
+
+        let res = Rc::new(CompiledPreAggregation {
+            name: static_data.name.clone(),
+            cube_name: name.cube_name.clone(),
+            source: Rc::new(source),
+            granularity: static_data.granularity.clone(),
+            external: static_data.external,
+            measures,
+            dimensions,
+            time_dimensions,
+            allow_non_strict_date_range_match,
+        });
+        self.compiled_cache.insert(name.clone(), res.clone());
+        Ok(res)
+    }
+
+    fn build_join_source(
+        &mut self,
+        measures: &Vec<Rc<MemberSymbol>>,
+        dimensions: &Vec<Rc<MemberSymbol>>,
+        rollups: &Vec<String>,
+    ) -> Result<PreAggregationJoin, CubeError> {
+        let all_symbols = measures
+            .iter()
+            .cloned()
+            .chain(dimensions.iter().cloned())
+            .collect_vec();
+        let pre_aggr_join_hints = collect_cube_names_from_symbols(&all_symbols)?
+            .into_iter()
+            .map(|v| JoinHintItem::Single(v))
+            .collect_vec();
+
+        let join_planner = JoinPlanner::new(self.query_tools.clone());
+        let pre_aggrs_for_join = rollups
+            .iter()
+            .map(|item| -> Result<_, CubeError> {
+                self.compile_pre_aggregation(&PreAggregationFullName::from_string(item)?)
+            })
+            .collect::<Result<Vec<_>, _>>()?;
+
+        let target_joins = join_planner.resolve_join_members_by_hints(&pre_aggr_join_hints)?;
+        let mut existing_joins = vec![];
+        for join_pre_aggr in pre_aggrs_for_join.iter() {
+            let all_symbols = join_pre_aggr
+                .measures
+                .iter()
+                .cloned()
+                .chain(join_pre_aggr.dimensions.iter().cloned())
+                .collect_vec();
+            let join_pre_aggr_join_hints = collect_cube_names_from_symbols(&all_symbols)?
+                .into_iter()
+                .map(|v| JoinHintItem::Single(v))
+                .collect_vec();
+            existing_joins.append(
+                &mut join_planner.resolve_join_members_by_hints(&join_pre_aggr_join_hints)?,
+            );
+        }
+
+        let not_existing_joins = target_joins
+            .into_iter()
+            .filter(|join| {
+                !existing_joins
+                    .iter()
+                    .any(|existing| existing.is_same_as(join))
+            })
+            .collect_vec();
+
+        if not_existing_joins.is_empty() {
+            return Err(CubeError::user(format!("Nothing to join in rollup join. Target joins are included in existing rollup joins")));
+        }
+
+        let items = not_existing_joins
+            .iter()
+            .map(|item| self.make_pre_aggregation_join_item(&pre_aggrs_for_join, item))
+            .collect::<Result<Vec<_>, _>>()?;
+        let res = PreAggregationJoin {
+            root: items[0].from.clone(),
+            items,
+        };
+        Ok(res)
+    }
+
+    fn make_pre_aggregation_join_item(
+        &self,
+        pre_aggrs_for_join: &Vec<Rc<CompiledPreAggregation>>,
+        join_item: &ResolvedJoinItem,
+    ) -> Result<PreAggregationJoinItem, CubeError> {
+        let from_pre_aggr =
+            self.find_pre_aggregation_for_join(pre_aggrs_for_join, &join_item.from_members)?;
+        let to_pre_aggr =
+            self.find_pre_aggregation_for_join(pre_aggrs_for_join, &join_item.to_members)?;
+
+        let from_table = match from_pre_aggr.source.as_ref() {
+            PreAggregationSource::Table(t) => t.clone(),
+            PreAggregationSource::Join(_) => {
+                return Err(CubeError::user(format!("Rollup join can't be nested")));
+            }
+        };
+        let to_table = match to_pre_aggr.source.as_ref() {
+            PreAggregationSource::Table(t) => t.clone(),
+            PreAggregationSource::Join(_) => {
+                return Err(CubeError::user(format!("Rollup join can't be nested")));
+            }
+        };
+        let res = PreAggregationJoinItem {
+            from: from_table,
+            to: to_table,
+            from_members: join_item.from_members.clone(),
+            to_members: join_item.to_members.clone(),
+            on_sql: join_item.on_sql.clone(),
+        };
+        Ok(res)
+    }
+
+    fn find_pre_aggregation_for_join(
+        &self,
+        pre_aggrs_for_join: &Vec<Rc<CompiledPreAggregation>>,
+        members: &Vec<Rc<MemberSymbol>>,
+    ) -> Result<Rc<CompiledPreAggregation>, CubeError> {
+        let found_pre_aggr = pre_aggrs_for_join
+            .iter()
+            .filter(|pa| {
+                members
+                    .iter()
+                    .all(|m| pa.dimensions.iter().any(|pa_m| m == pa_m))
+            })
+            .collect_vec();
+        if found_pre_aggr.is_empty() {
+            return Err(CubeError::user(format!(
+                "No rollups found that can be used for rollup join"
+            )));
+        }
+        if found_pre_aggr.len() > 1 {
+            return Err(CubeError::user(format!(
+                "Multiple rollups found that can be used for rollup join"
+            )));
+        }
+
+        Ok(found_pre_aggr[0].clone())
+    }
+
+    pub fn compile_all_pre_aggregations(
+        &mut self,
+    ) -> Result<Vec<Rc<CompiledPreAggregation>>, CubeError> {
+        let mut result = Vec::new();
+        for (name, _) in self.descriptions.clone().iter() {
+            result.push(self.compile_pre_aggregation(&name)?);
+        }
+        Ok(result)
+    }
+
+    pub fn compile_origin_sql_pre_aggregation(
+        &mut self,
+        cube_name: &String,
+    ) -> Result<Option<Rc<CompiledPreAggregation>>, CubeError> {
+        let res = if let Some((name, _)) = self.descriptions.clone().iter().find(|(name, descr)| {
+            &name.cube_name == cube_name
+                && &descr.static_data().pre_aggregation_type == "originalSql"
+        }) {
+            Some(self.compile_pre_aggregation(name)?)
+        } else {
+            None
+        };
+        Ok(res)
+    }
+
+    fn symbols_from_ref<F: Fn(&MemberSymbol) -> Result<(), CubeError>>(
+        query_tools: Rc<QueryTools>,
+        cube_name: &String,
+        ref_func: Rc<dyn MemberSql>,
+        check_type_fn: F,
+    ) -> Result<Vec<Rc<MemberSymbol>>, CubeError> {
+        let evaluator_compiler_cell = query_tools.evaluator_compiler().clone();
+        let mut evaluator_compiler = evaluator_compiler_cell.borrow_mut();
+        let sql_call = evaluator_compiler.compile_sql_call(cube_name, ref_func)?;
+        let mut res = Vec::new();
+        for symbol in sql_call.get_dependencies().iter() {
+            check_type_fn(&symbol)?;
+            res.push(symbol.clone());
+        }
+        Ok(res)
+    }
+
+    fn check_is_measure(symbol: &MemberSymbol) -> Result<(), CubeError> {
+        symbol
+            .as_measure()
+            .map_err(|_| CubeError::user(format!("Pre-aggregation measure must be a measure")))?;
+        Ok(())
+    }
+
+    fn check_is_dimension(symbol: &MemberSymbol) -> Result<(), CubeError> {
+        symbol.as_dimension().map_err(|_| {
+            CubeError::user(format!("Pre-aggregation dimension must be a dimension"))
+        })?;
+        Ok(())
+    }
+
+    fn check_is_time_dimension(symbol: &MemberSymbol) -> Result<(), CubeError> {
+        let dimension = symbol.as_dimension().map_err(|_| {
+            CubeError::user(format!(
+                "Pre-aggregation time dimension must be a dimension"
+            ))
+        })?;
+        if dimension.dimension_type() != "time" {
+            return Err(CubeError::user(format!(
+                "Pre-aggregation time dimension must be a dimension"
+            )));
+        }
+        Ok(())
+    }
+}
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/pre_aggregation.rs b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/pre_aggregation.rs
index 85ec32be2fbc4..d61a8facc853d 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/pre_aggregation.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/logical_plan/pre_aggregation.rs
@@ -1,5 +1,5 @@
+use super::pre_aggregation::PreAggregationSource;
 use super::*;
-use crate::cube_bridge::pre_aggregation_obj::PreAggregationObj;
 use crate::planner::sql_evaluator::MemberSymbol;
 use itertools::Itertools;
 use std::rc::Rc;
@@ -12,9 +12,8 @@ pub struct PreAggregation {
     pub time_dimensions: Vec<(Rc<MemberSymbol>, Option<String>)>,
     pub external: bool,
     pub granularity: Option<String>,
-    pub table_name: String,
+    pub source: Rc<PreAggregationSource>,
     pub cube_name: String,
-    pub pre_aggregation_obj: Rc<dyn PreAggregationObj>,
 }
 
 impl PrettyPrint for PreAggregation {
@@ -23,7 +22,20 @@ impl PrettyPrint for PreAggregation {
         let state = state.new_level();
         result.println(&format!("name: {}", self.name), &state);
         result.println(&format!("cube_name: {}", self.cube_name), &state);
-        result.println(&format!("table_name: {}", self.table_name), &state);
+        result.println(&format!("source:"), &state);
+        match self.source.as_ref() {
+            PreAggregationSource::Table(table) => {
+                let state = state.new_level();
+                result.println(
+                    &format!("table: {}.{}", table.cube_name, table.name),
+                    &state,
+                );
+            }
+            PreAggregationSource::Join(_) => {
+                let state = state.new_level();
+                result.println(&format!("rollup join"), &state);
+            }
+        }
         result.println(&format!("external: {}", self.external), &state);
         result.println(
             &format!(
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/physical_plan_builder/builder.rs b/rust/cubesqlplanner/cubesqlplanner/src/physical_plan_builder/builder.rs
index 2c66e0977b4a6..0d739f697e215 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/physical_plan_builder/builder.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/physical_plan_builder/builder.rs
@@ -5,17 +5,19 @@ use crate::planner::planners::multi_stage::TimeShiftState;
 use crate::planner::query_properties::OrderByItem;
 use crate::planner::query_tools::QueryTools;
 use crate::planner::sql_evaluator::sql_nodes::SqlNodesFactory;
-use crate::planner::sql_evaluator::MemberSymbol;
+use crate::planner::sql_evaluator::symbols::CalendarDimensionTimeShift;
 use crate::planner::sql_evaluator::ReferencesBuilder;
+use crate::planner::sql_evaluator::{DimensionTimeShift, MemberSymbol};
 use crate::planner::sql_templates::PlanSqlTemplates;
 use crate::planner::BaseMemberHelper;
 use crate::planner::SqlJoinCondition;
 use crate::planner::{BaseMember, MemberSymbolRef};
 use cubenativeutils::CubeError;
-use itertools::Itertools;
+use itertools::{Either, Itertools};
 use std::collections::HashMap;
 use std::collections::HashSet;
 use std::rc::Rc;
+
 const TOTAL_COUNT: &str = "total_count";
 const ORIGINAL_QUERY: &str = "original_query";
 
@@ -31,7 +33,35 @@ struct PhysicalPlanBuilderContext {
 impl PhysicalPlanBuilderContext {
     pub fn make_sql_nodes_factory(&self) -> SqlNodesFactory {
         let mut factory = SqlNodesFactory::new();
-        factory.set_time_shifts(self.time_shifts.clone());
+
+        let (time_shifts, calendar_time_shifts): (
+            HashMap<String, DimensionTimeShift>,
+            HashMap<String, CalendarDimensionTimeShift>,
+        ) = self
+            .time_shifts
+            .dimensions_shifts
+            .iter()
+            .partition_map(|(key, shift)| {
+                if let Ok(dimension) = shift.dimension.as_dimension() {
+                    if let Some((dim_key, cts)) =
+                        dimension.calendar_time_shift_for_interval(&shift.interval)
+                    {
+                        return Either::Right((dim_key.clone(), cts.clone()));
+                    } else if let Some(calendar_pk) = dimension.time_shift_pk() {
+                        let mut shift = shift.clone();
+                        shift.interval = shift.interval.inverse();
+                        return Either::Left((calendar_pk.full_name(), shift.clone()));
+                    }
+                }
+                Either::Left((key.clone(), shift.clone()))
+            });
+
+        let common_time_shifts = TimeShiftState {
+            dimensions_shifts: time_shifts,
+        };
+
+        factory.set_time_shifts(common_time_shifts);
+        factory.set_calendar_time_shifts(calendar_time_shifts);
         factory.set_count_approx_as_state(self.render_measure_as_state);
         factory.set_ungrouped_measure(self.render_measure_for_ungrouped);
         factory.set_original_sql_pre_aggregations(self.original_sql_pre_aggregations.clone());
@@ -185,16 +215,11 @@ impl PhysicalPlanBuilder {
     fn process_pre_aggregation(
         &self,
         pre_aggregation: &Rc<PreAggregation>,
-        _context: &PhysicalPlanBuilderContext,
+        context: &PhysicalPlanBuilderContext,
         measure_references: &mut HashMap<String, QualifiedColumnName>,
         dimensions_references: &mut HashMap<String, QualifiedColumnName>,
     ) -> Result<Rc<From>, CubeError> {
         let mut pre_aggregation_schema = Schema::empty();
-        let pre_aggregation_alias = PlanSqlTemplates::memeber_alias_name(
-            &pre_aggregation.cube_name,
-            &pre_aggregation.name,
-            &None,
-        );
         for dim in pre_aggregation.dimensions.iter() {
             let alias = BaseMemberHelper::default_alias(
                 &dim.cube_name(),
@@ -204,7 +229,7 @@ impl PhysicalPlanBuilder {
             )?;
             dimensions_references.insert(
                 dim.full_name(),
-                QualifiedColumnName::new(Some(pre_aggregation_alias.clone()), alias.clone()),
+                QualifiedColumnName::new(None, alias.clone()),
             );
             pre_aggregation_schema.add_column(SchemaColumn::new(alias, Some(dim.full_name())));
         }
@@ -217,7 +242,7 @@ impl PhysicalPlanBuilder {
             )?;
             dimensions_references.insert(
                 dim.full_name(),
-                QualifiedColumnName::new(Some(pre_aggregation_alias.clone()), alias.clone()),
+                QualifiedColumnName::new(None, alias.clone()),
             );
             pre_aggregation_schema.add_column(SchemaColumn::new(alias, Some(dim.full_name())));
         }
@@ -230,18 +255,78 @@ impl PhysicalPlanBuilder {
             )?;
             measure_references.insert(
                 meas.full_name(),
-                QualifiedColumnName::new(Some(pre_aggregation_alias.clone()), alias.clone()),
+                QualifiedColumnName::new(None, alias.clone()),
             );
             pre_aggregation_schema.add_column(SchemaColumn::new(alias, Some(meas.full_name())));
         }
-        let from = From::new_from_table_reference(
-            pre_aggregation.table_name.clone(),
-            Rc::new(pre_aggregation_schema),
-            Some(pre_aggregation_alias),
-        );
+        let from = self.make_pre_aggregation_source(
+            &pre_aggregation.source,
+            context,
+            measure_references,
+            dimensions_references,
+        )?;
+        Ok(from)
+    }
+
+    fn make_pre_aggregation_source(
+        &self,
+        source: &Rc<PreAggregationSource>,
+        _context: &PhysicalPlanBuilderContext,
+        _measure_references: &mut HashMap<String, QualifiedColumnName>,
+        dimensions_references: &mut HashMap<String, QualifiedColumnName>,
+    ) -> Result<Rc<From>, CubeError> {
+        let from = match source.as_ref() {
+            PreAggregationSource::Table(table) => {
+                let table_source = self.make_pre_aggregation_table_source(table)?;
+                From::new(FromSource::Single(table_source))
+            }
+            PreAggregationSource::Join(join) => {
+                let root_table_source = self.make_pre_aggregation_table_source(&join.root)?;
+                let mut join_builder = JoinBuilder::new(root_table_source);
+                for item in join.items.iter() {
+                    let to_table_source = self.make_pre_aggregation_table_source(&item.to)?;
+                    let condition =
+                        SqlJoinCondition::try_new(self.query_tools.clone(), item.on_sql.clone())?;
+                    let on = JoinCondition::new_base_join(condition);
+                    join_builder.left_join_aliased_source(to_table_source, on);
+                    for member in item.from_members.iter().chain(item.to_members.iter()) {
+                        let alias = BaseMemberHelper::default_alias(
+                            &member.cube_name(),
+                            &member.name(),
+                            &None,
+                            self.query_tools.clone(),
+                        )?;
+                        dimensions_references.insert(
+                            member.full_name(),
+                            QualifiedColumnName::new(None, alias.clone()),
+                        );
+                    }
+                }
+                let from = From::new_from_join(join_builder.build());
+                from
+            }
+        };
         Ok(from)
     }
 
+    fn make_pre_aggregation_table_source(
+        &self,
+        table: &PreAggregationTable,
+    ) -> Result<SingleAliasedSource, CubeError> {
+        let name = table.alias.clone().unwrap_or_else(|| table.name.clone());
+        let table_name = self
+            .query_tools
+            .base_tools()
+            .pre_aggregation_table_name(table.cube_name.clone(), name.clone())?;
+        let alias = PlanSqlTemplates::memeber_alias_name(&table.cube_name, &name, &None);
+        let res = SingleAliasedSource::new_from_table_reference(
+            table_name,
+            Rc::new(Schema::empty()),
+            Some(alias),
+        );
+        Ok(res)
+    }
+
     fn build_full_key_aggregate_query(
         &self,
         logical_plan: &FullKeyAggregateQuery,
@@ -965,8 +1050,9 @@ impl PhysicalPlanBuilder {
             ));
         };
 
-        let ts_date_range = if self.plan_sql_templates.supports_generated_time_series()
-            && granularity_obj.is_predefined_granularity()
+        let ts_date_range = if self
+            .plan_sql_templates
+            .supports_generated_time_series(granularity_obj.is_predefined_granularity())?
         {
             if let Some(date_range) = time_dimension_symbol
                 .get_range_for_time_series(date_range, self.query_tools.timezone())?
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/plan/builder/join.rs b/rust/cubesqlplanner/cubesqlplanner/src/plan/builder/join.rs
index db8914b71a647..733888b9bc663 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/plan/builder/join.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/plan/builder/join.rs
@@ -47,6 +47,14 @@ impl JoinBuilder {
         ))
     }
 
+    pub fn left_join_aliased_source(&mut self, source: SingleAliasedSource, on: JoinCondition) {
+        self.joins.push(JoinItem {
+            from: source,
+            on,
+            join_type: JoinType::Left,
+        });
+    }
+
     pub fn left_join_subselect(&mut self, subquery: Rc<Select>, alias: String, on: JoinCondition) {
         self.join_subselect(subquery, alias, on, JoinType::Left)
     }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/plan/time_series.rs b/rust/cubesqlplanner/cubesqlplanner/src/plan/time_series.rs
index 7129f6fb718e0..e8dabf3349a42 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/plan/time_series.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/plan/time_series.rs
@@ -40,28 +40,35 @@ impl TimeSeries {
     }
 
     pub fn to_sql(&self, templates: &PlanSqlTemplates) -> Result<String, CubeError> {
-        if templates.supports_generated_time_series()
-            && self.granularity.is_predefined_granularity()
-        {
+        if templates.supports_generated_time_series(self.granularity.is_predefined_granularity())? {
             let interval_description = templates
-                .interval_and_minimal_time_unit(self.granularity.granularity_interval().clone())?;
+                .interval_and_minimal_time_unit(self.granularity.granularity_interval().to_sql())?;
             if interval_description.len() != 2 {
                 return Err(CubeError::internal(
                     "Interval description must have 2 elements".to_string(),
                 ));
             }
             let interval = interval_description[0].clone();
-            let interval = templates.interval_string(interval)?;
             let minimal_time_unit = interval_description[1].clone();
             match &self.date_range {
                 TimeSeriesDateRange::Filter(from_date, to_date) => {
-                    let from_date = format!("'{}'", from_date);
-                    let to_date = format!("'{}'", to_date);
+                    let start = templates.quote_string(from_date)?;
+                    let date_field = templates.quote_identifier("d")?;
+                    let date_from = templates.time_stamp_cast(date_field.clone())?;
+                    let end = templates.quote_string(to_date)?;
+                    let date_to = format!(
+                        "({})",
+                        templates.add_interval(date_from.clone(), interval.clone())?
+                    );
+                    let date_to =
+                        templates.subtract_interval(date_to, "1 millisecond".to_string())?;
 
                     templates.generated_time_series_select(
-                        &from_date,
-                        &to_date,
-                        &interval,
+                        &date_from,
+                        &date_to,
+                        &start,
+                        &end,
+                        &templates.interval_string(interval)?,
                         &self.granularity.granularity_offset(),
                         &minimal_time_unit,
                     )
@@ -73,7 +80,7 @@ impl TimeSeries {
                         &cte_name,
                         &min_date_name,
                         &max_date_name,
-                        &interval,
+                        &templates.interval_string(interval)?,
                         &minimal_time_unit,
                     )
                 }
@@ -99,7 +106,7 @@ impl TimeSeries {
                 )?
             } else {
                 self.query_tools.base_tools().generate_custom_time_series(
-                    self.granularity.granularity_interval().clone(),
+                    self.granularity.granularity_interval().to_sql(),
                     vec![raw_from_date.clone(), raw_to_date.clone()],
                     self.granularity.origin_local_formatted(),
                 )?
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/base_query.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/base_query.rs
index 681be99b46773..c719d09569ccf 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/base_query.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/base_query.rs
@@ -117,12 +117,15 @@ impl<IT: InnerTypes> BaseQuery<IT> {
         let res = self.context.empty_array()?;
         res.set(0, result_sql.to_native(self.context.clone())?)?;
         res.set(1, params.to_native(self.context.clone())?)?;
-        if let Some(used_pre_aggregations) = used_pre_aggregations.first() {
+        if let Some(used_pre_aggregation) = used_pre_aggregations.first() {
+            //FIXME We should build this object in Rust
+            let pre_aggregation_obj = self.query_tools.base_tools().get_pre_aggregation_by_name(
+                used_pre_aggregation.cube_name.clone(),
+                used_pre_aggregation.name.clone(),
+            )?;
             res.set(
                 2,
-                used_pre_aggregations
-                    .pre_aggregation_obj
-                    .clone()
+                pre_aggregation_obj
                     .as_any()
                     .downcast::<NativePreAggregationObj<IT>>()
                     .unwrap()
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/join_planner.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/join_planner.rs
index 531f0b9cb2682..a10363b57afe5 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/join_planner.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/join_planner.rs
@@ -4,10 +4,29 @@ use crate::cube_bridge::join_hints::JoinHintItem;
 use crate::cube_bridge::join_item::JoinItem;
 use crate::logical_plan::*;
 use crate::planner::query_tools::QueryTools;
+use crate::planner::sql_evaluator::MemberSymbol;
 use crate::planner::sql_evaluator::SqlCall;
 use cubenativeutils::CubeError;
 use std::rc::Rc;
 
+#[derive(Clone, Debug)]
+pub struct ResolvedJoinItem {
+    pub original_from: String,
+    pub original_to: String,
+    pub from_members: Vec<Rc<MemberSymbol>>,
+    pub to_members: Vec<Rc<MemberSymbol>>,
+    pub on_sql: Rc<SqlCall>,
+}
+
+impl ResolvedJoinItem {
+    pub fn is_same_as(&self, other: &Self) -> bool {
+        self.original_from == other.original_from
+            && self.original_to == other.original_to
+            && self.from_members == other.from_members
+            && self.to_members == other.to_members
+    }
+}
+
 pub struct JoinPlanner {
     utils: CommonUtils,
     query_tools: Rc<QueryTools>,
@@ -59,4 +78,69 @@ impl JoinPlanner {
         evaluator_compiler
             .compile_sql_call(&join_item.static_data().original_from, definition.sql()?)
     }
+
+    pub fn resolve_join_members_by_hints(
+        &self,
+        join_hints: &Vec<JoinHintItem>,
+    ) -> Result<Vec<ResolvedJoinItem>, CubeError> {
+        let join = self
+            .query_tools
+            .join_graph()
+            .build_join(join_hints.clone())?;
+        self.resolve_join_members(join)
+    }
+    pub fn resolve_join_members(
+        &self,
+        join: Rc<dyn JoinDefinition>,
+    ) -> Result<Vec<ResolvedJoinItem>, CubeError> {
+        join.joins()?
+            .into_iter()
+            .map(|join_item| self.resolve_item_join_members(join_item))
+            .collect::<Result<Vec<_>, _>>()
+    }
+
+    fn resolve_item_join_members(
+        &self,
+        join_item: Rc<dyn JoinItem>,
+    ) -> Result<ResolvedJoinItem, CubeError> {
+        let original_from = join_item.static_data().original_from.clone();
+        let original_to = join_item.static_data().original_to.clone();
+        let on_sql = self.compile_join_condition(join_item.clone())?;
+        let mut from_members = vec![];
+        let mut to_members = vec![];
+        for member in on_sql.get_dependencies().into_iter() {
+            if member.cube_name() == original_from {
+                from_members.push(member);
+            } else if member.cube_name() == original_to {
+                to_members.push(member);
+            } else {
+                return Err(CubeError::user(format!(
+                    "Member {} in join from '{}' to '{}' doesn't reference join cubes",
+                    member.full_name(),
+                    original_from,
+                    original_to
+                )));
+            }
+        }
+
+        if from_members.is_empty() {
+            return Err(CubeError::user(format!(
+                "From members are not found in join from '{}' to '{}'",
+                original_from, original_to
+            )));
+        }
+        if to_members.is_empty() {
+            return Err(CubeError::user(format!(
+                "To members are not found in join from '{}' to '{}'",
+                original_from, original_to
+            )));
+        }
+        Ok(ResolvedJoinItem {
+            original_from,
+            original_to,
+            from_members,
+            to_members,
+            on_sql,
+        })
+    }
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/mod.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/mod.rs
index b3cad91e92b19..2ddf7526a30b2 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/mod.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/mod.rs
@@ -11,7 +11,7 @@ pub mod simple_query_planer;
 pub use common_utils::CommonUtils;
 pub use dimension_subquery_planner::DimensionSubqueryPlanner;
 pub use full_key_query_aggregate_planner::FullKeyAggregateQueryPlanner;
-pub use join_planner::JoinPlanner;
+pub use join_planner::*;
 pub use multi_stage::MultiStageQueryPlanner;
 pub use multiplied_measures_query_planner::MultipliedMeasuresQueryPlanner;
 pub use order_planner::OrderPlanner;
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/multi_stage/applied_state.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/multi_stage/applied_state.rs
index 150cbf4a85265..8ccbec0c29b68 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/multi_stage/applied_state.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/planners/multi_stage/applied_state.rs
@@ -1,7 +1,7 @@
 use crate::plan::{FilterGroup, FilterItem};
 use crate::planner::filter::FilterOperator;
 use crate::planner::sql_evaluator::{DimensionTimeShift, MeasureTimeShifts, MemberSymbol};
-use crate::planner::{BaseDimension, BaseMember, BaseTimeDimension, SqlInterval};
+use crate::planner::{BaseDimension, BaseMember, BaseTimeDimension};
 use itertools::Itertools;
 use std::cmp::PartialEq;
 use std::collections::HashMap;
@@ -11,12 +11,11 @@ use std::rc::Rc;
 #[derive(Clone, Default, Debug)]
 pub struct TimeShiftState {
     pub dimensions_shifts: HashMap<String, DimensionTimeShift>,
-    pub common_time_shift: Option<SqlInterval>,
 }
 
 impl TimeShiftState {
     pub fn is_empty(&self) -> bool {
-        self.dimensions_shifts.is_empty() && self.common_time_shift.is_none()
+        self.dimensions_shifts.is_empty()
     }
 }
 
@@ -74,28 +73,28 @@ impl MultiStageAppliedState {
     }
 
     pub fn add_time_shifts(&mut self, time_shifts: MeasureTimeShifts) {
-        match time_shifts {
-            MeasureTimeShifts::Dimensions(dimensions) => {
-                for ts in dimensions.into_iter() {
-                    if let Some(exists) = self
-                        .time_shifts
-                        .dimensions_shifts
-                        .get_mut(&ts.dimension.full_name())
-                    {
-                        exists.interval += ts.interval;
-                    } else {
-                        self.time_shifts
-                            .dimensions_shifts
-                            .insert(ts.dimension.full_name(), ts);
-                    }
-                }
-            }
-            MeasureTimeShifts::Common(interval) => {
-                if let Some(common) = self.time_shifts.common_time_shift.as_mut() {
-                    *common += interval;
-                } else {
-                    self.time_shifts.common_time_shift = Some(interval);
-                }
+        let resolved_shifts = match time_shifts {
+            MeasureTimeShifts::Dimensions(dimensions) => dimensions,
+            MeasureTimeShifts::Common(interval) => self
+                .all_time_members()
+                .into_iter()
+                .map(|m| DimensionTimeShift {
+                    interval: interval.clone(),
+                    dimension: m,
+                })
+                .collect_vec(),
+        };
+        for ts in resolved_shifts.into_iter() {
+            if let Some(exists) = self
+                .time_shifts
+                .dimensions_shifts
+                .get_mut(&ts.dimension.full_name())
+            {
+                exists.interval += ts.interval;
+            } else {
+                self.time_shifts
+                    .dimensions_shifts
+                    .insert(ts.dimension.full_name(), ts);
             }
         }
     }
@@ -104,6 +103,40 @@ impl MultiStageAppliedState {
         &self.time_shifts
     }
 
+    fn all_time_members(&self) -> Vec<Rc<MemberSymbol>> {
+        let mut filter_symbols = self.all_dimensions_symbols();
+        for filter_item in self
+            .time_dimensions_filters
+            .iter()
+            .chain(self.dimensions_filters.iter())
+            .chain(self.segments.iter())
+        {
+            filter_item.find_all_member_evaluators(&mut filter_symbols);
+        }
+
+        let time_symbols = filter_symbols
+            .into_iter()
+            .filter_map(|m| {
+                let symbol = if let Ok(time_dim) = m.as_time_dimension() {
+                    time_dim.base_symbol().clone().resolve_reference_chain()
+                } else {
+                    m.resolve_reference_chain()
+                };
+                if let Ok(dim) = symbol.as_dimension() {
+                    if dim.dimension_type() == "time" {
+                        Some(symbol)
+                    } else {
+                        None
+                    }
+                } else {
+                    None
+                }
+            })
+            .unique_by(|s| s.full_name())
+            .collect_vec();
+        time_symbols
+    }
+
     pub fn time_dimensions_filters(&self) -> &Vec<FilterItem> {
         &self.time_dimensions_filters
     }
@@ -122,6 +155,14 @@ impl MultiStageAppliedState {
             .collect()
     }
 
+    pub fn all_dimensions_symbols(&self) -> Vec<Rc<MemberSymbol>> {
+        self.time_dimensions
+            .iter()
+            .map(|d| d.member_evaluator().clone())
+            .chain(self.dimensions.iter().map(|d| d.member_evaluator().clone()))
+            .collect()
+    }
+
     pub fn dimensions_filters(&self) -> &Vec<FilterItem> {
         &self.dimensions_filters
     }
@@ -343,7 +384,6 @@ impl PartialEq for MultiStageAppliedState {
             && self.time_dimensions_filters == other.time_dimensions_filters
             && self.dimensions_filters == other.dimensions_filters
             && self.measures_filters == other.measures_filters
-            && self.time_shifts.common_time_shift == other.time_shifts.common_time_shift
             && self.time_shifts.dimensions_shifts == other.time_shifts.dimensions_shifts
     }
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_call.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_call.rs
index a64f5345416ba..464be582a6fd5 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_call.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_call.rs
@@ -18,6 +18,12 @@ pub struct SqlCall {
     deps: Vec<Dependency>,
 }
 
+impl std::fmt::Debug for SqlCall {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        f.debug_struct("SqlCall").finish()
+    }
+}
+
 impl SqlCall {
     pub fn new(member_sql: Rc<dyn MemberSql>, deps: Vec<Dependency>) -> Self {
         Self { member_sql, deps }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/calendar_time_shift.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/calendar_time_shift.rs
new file mode 100644
index 0000000000000..8d4d6f718c0c7
--- /dev/null
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/calendar_time_shift.rs
@@ -0,0 +1,79 @@
+use super::SqlNode;
+use crate::planner::query_tools::QueryTools;
+use crate::planner::sql_evaluator::symbols::CalendarDimensionTimeShift;
+use crate::planner::sql_evaluator::MemberSymbol;
+use crate::planner::sql_evaluator::SqlEvaluatorVisitor;
+use crate::planner::sql_templates::PlanSqlTemplates;
+use cubenativeutils::CubeError;
+use std::any::Any;
+use std::collections::HashMap;
+use std::rc::Rc;
+
+pub struct CalendarTimeShiftSqlNode {
+    shifts: HashMap<String, CalendarDimensionTimeShift>, // Key is the full pk name of the calendar cube
+    input: Rc<dyn SqlNode>,
+}
+
+impl CalendarTimeShiftSqlNode {
+    pub fn new(
+        shifts: HashMap<String, CalendarDimensionTimeShift>,
+        input: Rc<dyn SqlNode>,
+    ) -> Rc<Self> {
+        Rc::new(Self { shifts, input })
+    }
+
+    pub fn input(&self) -> &Rc<dyn SqlNode> {
+        &self.input
+    }
+}
+
+impl SqlNode for CalendarTimeShiftSqlNode {
+    fn to_sql(
+        &self,
+        visitor: &SqlEvaluatorVisitor,
+        node: &Rc<MemberSymbol>,
+        query_tools: Rc<QueryTools>,
+        node_processor: Rc<dyn SqlNode>,
+        templates: &PlanSqlTemplates,
+    ) -> Result<String, CubeError> {
+        let input = self.input.to_sql(
+            visitor,
+            node,
+            query_tools.clone(),
+            node_processor.clone(),
+            templates,
+        )?;
+        let res = match node.as_ref() {
+            MemberSymbol::Dimension(ev) => {
+                if !ev.is_reference() {
+                    if let Some(shift) = self.shifts.get(&ev.full_name()) {
+                        if let Some(sql) = &shift.sql {
+                            sql.eval(
+                                visitor,
+                                node_processor.clone(),
+                                query_tools.clone(),
+                                templates,
+                            )?
+                        } else {
+                            input
+                        }
+                    } else {
+                        input
+                    }
+                } else {
+                    input
+                }
+            }
+            _ => input,
+        };
+        Ok(res)
+    }
+
+    fn as_any(self: Rc<Self>) -> Rc<dyn Any> {
+        self.clone()
+    }
+
+    fn childs(&self) -> Vec<Rc<dyn SqlNode>> {
+        vec![self.input.clone()]
+    }
+}
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/factory.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/factory.rs
index e14749ce2007d..127315617f97d 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/factory.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/factory.rs
@@ -7,12 +7,15 @@ use super::{
 };
 use crate::plan::schema::QualifiedColumnName;
 use crate::planner::planners::multi_stage::TimeShiftState;
+use crate::planner::sql_evaluator::sql_nodes::calendar_time_shift::CalendarTimeShiftSqlNode;
+use crate::planner::sql_evaluator::symbols::CalendarDimensionTimeShift;
 use std::collections::{HashMap, HashSet};
 use std::rc::Rc;
 
 #[derive(Clone)]
 pub struct SqlNodesFactory {
     time_shifts: TimeShiftState,
+    calendar_time_shifts: HashMap<String, CalendarDimensionTimeShift>,
     ungrouped: bool,
     ungrouped_measure: bool,
     count_approx_as_state: bool,
@@ -34,6 +37,7 @@ impl SqlNodesFactory {
     pub fn new() -> Self {
         Self {
             time_shifts: TimeShiftState::default(),
+            calendar_time_shifts: HashMap::new(),
             ungrouped: false,
             ungrouped_measure: false,
             count_approx_as_state: false,
@@ -56,6 +60,13 @@ impl SqlNodesFactory {
         self.time_shifts = time_shifts;
     }
 
+    pub fn set_calendar_time_shifts(
+        &mut self,
+        calendar_time_shifts: HashMap<String, CalendarDimensionTimeShift>,
+    ) {
+        self.calendar_time_shifts = calendar_time_shifts;
+    }
+
     pub fn set_ungrouped(&mut self, value: bool) {
         self.ungrouped = value;
     }
@@ -262,6 +273,12 @@ impl SqlNodesFactory {
         let input: Rc<dyn SqlNode> =
             AutoPrefixSqlNode::new(input, self.cube_name_references.clone());
 
+        let input = if !self.calendar_time_shifts.is_empty() {
+            CalendarTimeShiftSqlNode::new(self.calendar_time_shifts.clone(), input)
+        } else {
+            input
+        };
+
         let input = if !self.time_shifts.is_empty() {
             TimeShiftSqlNode::new(self.time_shifts.clone(), input)
         } else {
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/mod.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/mod.rs
index e7ef1829b5a26..222765f6adbba 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/mod.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/mod.rs
@@ -1,4 +1,5 @@
 pub mod auto_prefix;
+pub mod calendar_time_shift;
 pub mod case_dimension;
 pub mod evaluate_sql;
 pub mod factory;
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/time_shift.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/time_shift.rs
index d658fad328906..2f30043a0df38 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/time_shift.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/sql_nodes/time_shift.rs
@@ -4,7 +4,6 @@ use crate::planner::query_tools::QueryTools;
 use crate::planner::sql_evaluator::MemberSymbol;
 use crate::planner::sql_evaluator::SqlEvaluatorVisitor;
 use crate::planner::sql_templates::PlanSqlTemplates;
-use crate::planner::SqlInterval;
 use cubenativeutils::CubeError;
 use std::any::Any;
 use std::rc::Rc;
@@ -43,16 +42,12 @@ impl SqlNode for TimeShiftSqlNode {
         let res = match node.as_ref() {
             MemberSymbol::Dimension(ev) => {
                 if !ev.is_reference() && ev.dimension_type() == "time" {
-                    let mut interval = self.shifts.common_time_shift.clone().unwrap_or_default();
                     if let Some(shift) = self.shifts.dimensions_shifts.get(&ev.full_name()) {
-                        interval += &shift.interval;
-                    }
-                    if interval == SqlInterval::default() {
-                        input
-                    } else {
-                        let shift = interval.to_sql();
+                        let shift = shift.interval.to_sql();
                         let res = templates.add_timestamp_interval(input, shift)?;
                         format!("({})", res)
+                    } else {
+                        input
                     }
                 } else {
                     input
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/dimension_symbol.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/dimension_symbol.rs
index b2f12cdba339e..f9e35b6cbe85a 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/dimension_symbol.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/dimension_symbol.rs
@@ -6,6 +6,7 @@ use crate::cube_bridge::member_sql::MemberSql;
 use crate::planner::query_tools::QueryTools;
 use crate::planner::sql_evaluator::{sql_nodes::SqlNode, Compiler, SqlCall, SqlEvaluatorVisitor};
 use crate::planner::sql_templates::PlanSqlTemplates;
+use crate::planner::SqlInterval;
 use cubenativeutils::CubeError;
 use std::rc::Rc;
 
@@ -24,6 +25,12 @@ pub struct DimensionCaseDefinition {
     pub else_label: DimenstionCaseLabel,
 }
 
+#[derive(Clone)]
+pub struct CalendarDimensionTimeShift {
+    pub interval: SqlInterval,
+    pub sql: Option<Rc<SqlCall>>,
+}
+
 pub struct DimensionSymbol {
     cube_name: String,
     name: String,
@@ -34,6 +41,8 @@ pub struct DimensionSymbol {
     definition: Rc<dyn DimensionDefinition>,
     is_reference: bool, // Symbol is a direct reference to another symbol without any calculations
     is_view: bool,
+    time_shift: Vec<CalendarDimensionTimeShift>,
+    time_shift_pk: Option<Rc<MemberSymbol>>,
 }
 
 impl DimensionSymbol {
@@ -47,6 +56,8 @@ impl DimensionSymbol {
         longitude: Option<Rc<SqlCall>>,
         case: Option<DimensionCaseDefinition>,
         definition: Rc<dyn DimensionDefinition>,
+        time_shift: Vec<CalendarDimensionTimeShift>,
+        time_shift_pk: Option<Rc<MemberSymbol>>,
     ) -> Rc<Self> {
         Rc::new(Self {
             cube_name,
@@ -58,6 +69,8 @@ impl DimensionSymbol {
             definition,
             case,
             is_view,
+            time_shift,
+            time_shift_pk,
         })
     }
 
@@ -95,6 +108,14 @@ impl DimensionSymbol {
         &self.member_sql
     }
 
+    pub fn time_shift(&self) -> &Vec<CalendarDimensionTimeShift> {
+        &self.time_shift
+    }
+
+    pub fn time_shift_pk(&self) -> Option<Rc<MemberSymbol>> {
+        self.time_shift_pk.clone()
+    }
+
     pub fn full_name(&self) -> String {
         format!("{}.{}", self.cube_name, self.name)
     }
@@ -203,6 +224,22 @@ impl DimensionSymbol {
     pub fn name(&self) -> &String {
         &self.name
     }
+
+    pub fn calendar_time_shift_for_interval(
+        &self,
+        interval: &SqlInterval,
+    ) -> Option<(String, CalendarDimensionTimeShift)> {
+        if let Some(ts) = self
+            .time_shift
+            .iter()
+            .find(|shift| shift.interval == *interval)
+        {
+            if let Some(pk) = &self.time_shift_pk {
+                return Some((pk.full_name(), ts.clone()));
+            }
+        }
+        None
+    }
 }
 
 pub struct DimensionSymbolFactory {
@@ -320,8 +357,75 @@ impl SymbolFactory for DimensionSymbolFactory {
         } else {
             None
         };
+
+        let time_shift = if let Some(time_shift) = definition.time_shift()? {
+            time_shift
+                .iter()
+                .map(|item| -> Result<_, CubeError> {
+                    let interval = item.static_data().interval.parse::<SqlInterval>()?;
+                    let interval = if item.static_data().timeshift_type == "next" {
+                        -interval
+                    } else {
+                        interval
+                    };
+                    let sql = if let Some(sql) = item.sql()? {
+                        Some(compiler.compile_sql_call(&cube_name, sql)?)
+                    } else {
+                        None
+                    };
+                    Ok(CalendarDimensionTimeShift { interval, sql })
+                })
+                .collect::<Result<Vec<_>, _>>()?
+        } else {
+            vec![]
+        };
+
         let cube = cube_evaluator.cube_from_path(cube_name.clone())?;
         let is_view = cube.static_data().is_view.unwrap_or(false);
+        let is_calendar = cube.static_data().is_calendar.unwrap_or(false);
+
+        // If the cube is a calendar, we need to find the primary key member
+        // so that we can use it for time shifts processing.
+        let time_shift_pk = if is_calendar {
+            let pk_members = cube_evaluator
+                .static_data()
+                .primary_keys
+                .get(&cube_name)
+                .cloned()
+                .unwrap_or_else(|| vec![]);
+
+            if pk_members.iter().any(|pk| **pk == name) {
+                // To avoid evaluation loop.
+                None
+            } else {
+                let pk_member = pk_members
+                    .into_iter()
+                    .map(|primary_key| -> Result<_, CubeError> {
+                        let key_dimension_name = format!("{}.{}", cube_name, primary_key);
+                        let pk_member = compiler.add_dimension_evaluator(key_dimension_name)?;
+
+                        Ok(pk_member)
+                    })
+                    .collect::<Result<Vec<_>, _>>()?
+                    .into_iter()
+                    .filter(|pk_member| {
+                        if let Ok(pk_dimension) = pk_member.as_dimension() {
+                            // TODO: What if calendar cube is joined via non-time dimension?
+                            if pk_dimension.dimension_type() == "time" {
+                                return true;
+                            }
+                        }
+                        false
+                    })
+                    .collect::<Vec<_>>()
+                    .first()
+                    .cloned();
+                pk_member
+            }
+        } else {
+            None
+        };
+
         let owned_by_cube = definition.static_data().owned_by_cube.unwrap_or(true);
         let is_sub_query = definition.static_data().sub_query.unwrap_or(false);
         let is_multi_stage = definition.static_data().multi_stage.unwrap_or(false);
@@ -333,6 +437,7 @@ impl SymbolFactory for DimensionSymbolFactory {
                 && latitude.is_none()
                 && longitude.is_none()
                 && !is_multi_stage);
+
         Ok(MemberSymbol::new_dimension(DimensionSymbol::new(
             cube_name,
             name,
@@ -343,6 +448,8 @@ impl SymbolFactory for DimensionSymbolFactory {
             longitude,
             case,
             definition,
+            time_shift,
+            time_shift_pk,
         )))
     }
 }
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/member_symbol.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/member_symbol.rs
index c88a782544156..b572373427ba8 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/member_symbol.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/member_symbol.rs
@@ -37,6 +37,22 @@ impl Debug for MemberSymbol {
     }
 }
 
+impl PartialEq for MemberSymbol {
+    fn eq(&self, other: &Self) -> bool {
+        match (self, other) {
+            (Self::Dimension(l0), Self::Dimension(r0)) => l0.full_name() == r0.full_name(),
+            (Self::TimeDimension(l0), Self::TimeDimension(r0)) => l0.full_name() == r0.full_name(),
+            (Self::Measure(l0), Self::Measure(r0)) => l0.full_name() == r0.full_name(),
+            (Self::CubeName(l0), Self::CubeName(r0)) => l0.cube_name() == r0.cube_name(),
+            (Self::CubeTable(l0), Self::CubeTable(r0)) => l0.cube_name() == r0.cube_name(),
+            (Self::MemberExpression(l0), Self::MemberExpression(r0)) => {
+                l0.full_name() == r0.full_name()
+            }
+            _ => false,
+        }
+    }
+}
+
 impl MemberSymbol {
     pub fn new_measure(symbol: Rc<MeasureSymbol>) -> Rc<Self> {
         Rc::new(Self::Measure(symbol))
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/mod.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/mod.rs
index ebd15bbac33f4..3f56a7086df9a 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/mod.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_evaluator/symbols/mod.rs
@@ -9,10 +9,7 @@ mod time_dimension_symbol;
 pub use cube_symbol::{
     CubeNameSymbol, CubeNameSymbolFactory, CubeTableSymbol, CubeTableSymbolFactory,
 };
-pub use dimension_symbol::{
-    DimensionCaseDefinition, DimensionCaseWhenItem, DimensionSymbol, DimensionSymbolFactory,
-    DimenstionCaseLabel,
-};
+pub use dimension_symbol::*;
 pub use measure_symbol::{
     DimensionTimeShift, MeasureSymbol, MeasureSymbolFactory, MeasureTimeShifts,
 };
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_templates/plan.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_templates/plan.rs
index 5221a6ddb502e..551aacd6847d9 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_templates/plan.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/sql_templates/plan.rs
@@ -244,12 +244,8 @@ impl PlanSqlTemplates {
     }
 
     pub fn cast_to_string(&self, expr: &str) -> Result<String, CubeError> {
-        self.render.render_template(
-            "expressions/cast_to_string",
-            context! {
-                expr => expr,
-            },
-        )
+        let string_type = self.render.render_template("types/string", context! {})?;
+        self.cast(expr, &string_type)
     }
 
     pub fn count_distinct(&self, expr: &str) -> Result<String, CubeError> {
@@ -430,13 +426,23 @@ impl PlanSqlTemplates {
             .contains_template("operators/is_not_distinct_from")
     }
 
-    pub fn supports_generated_time_series(&self) -> bool {
-        self.render
+    pub fn supports_generated_time_series(
+        &self,
+        predifined_granularity: bool,
+    ) -> Result<bool, CubeError> {
+        Ok(self
+            .render
             .contains_template("statements/generated_time_series_select")
+            && (predifined_granularity
+                || self
+                    .driver_tools()
+                    .support_generated_series_for_custom_td()?))
     }
 
     pub fn generated_time_series_select(
         &self,
+        date_from: &str,
+        date_to: &str,
         start: &str,
         end: &str,
         granularity: &str,
@@ -445,7 +451,7 @@ impl PlanSqlTemplates {
     ) -> Result<String, CubeError> {
         self.render.render_template(
             "statements/generated_time_series_select",
-            context! { start => start, end => end, granularity => granularity, granularity_offset => granularity_offset, minimal_time_unit => minimal_time_unit },
+            context! {date_from => date_from, date_to => date_to, start => start, end => end, granularity => granularity, granularity_offset => granularity_offset, minimal_time_unit => minimal_time_unit },
         )
     }
     pub fn generated_time_series_with_cte_range_source(
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/granularity.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/granularity.rs
index 4a480e11be3bb..3807c1ddfbea1 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/granularity.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/granularity.rs
@@ -3,14 +3,13 @@ use crate::planner::sql_evaluator::SqlCall;
 use crate::planner::sql_templates::PlanSqlTemplates;
 use chrono_tz::Tz;
 use cubenativeutils::CubeError;
-use itertools::Itertools;
 use std::rc::Rc;
 use std::str::FromStr;
 
 #[derive(Clone)]
 pub struct Granularity {
     granularity: String,
-    granularity_interval: String,
+    granularity_interval: SqlInterval,
     granularity_offset: Option<String>,
     origin: QueryDateTime,
     is_predefined_granularity: bool,
@@ -20,7 +19,7 @@ pub struct Granularity {
 
 impl Granularity {
     pub fn try_new_predefined(timezone: Tz, granularity: String) -> Result<Self, CubeError> {
-        let granularity_interval = format!("1 {}", granularity);
+        let granularity_interval = format!("1 {}", granularity).parse()?;
         let origin = Self::default_origin(timezone)?;
 
         Ok(Self {
@@ -42,6 +41,7 @@ impl Granularity {
         calendar_sql: Option<Rc<SqlCall>>,
     ) -> Result<Self, CubeError> {
         // sql() is mutual exclusive with interval and offset/origin
+        let granularity_interval = granularity_interval.parse::<SqlInterval>()?;
         if calendar_sql.is_some() {
             return Ok(Self {
                 granularity,
@@ -64,22 +64,7 @@ impl Granularity {
             Self::default_origin(timezone)?
         };
 
-        let mut interval_parts = granularity_interval.split_whitespace().tuples::<(_, _)>();
-        let first_part = interval_parts.next();
-        let second_part = interval_parts.next();
-        let is_natural_aligned = if second_part.is_none() {
-            if let Some((value, _)) = first_part {
-                let value = value
-                    .parse::<i32>()
-                    .map_err(|_| CubeError::user(format!("Invalid interval value: {}", value)))?;
-                value == 1
-            } else {
-                false
-            }
-        } else {
-            false
-        };
-
+        let is_natural_aligned = granularity_interval.is_trivial();
         Ok(Self {
             granularity,
             granularity_interval,
@@ -107,7 +92,7 @@ impl Granularity {
         &self.granularity
     }
 
-    pub fn granularity_interval(&self) -> &String {
+    pub fn granularity_interval(&self) -> &SqlInterval {
         &self.granularity_interval
     }
 
@@ -116,9 +101,7 @@ impl Granularity {
     }
 
     pub fn granularity_from_interval(&self) -> Result<String, CubeError> {
-        self.granularity_interval
-            .parse::<SqlInterval>()?
-            .min_granularity()
+        self.granularity_interval.min_granularity()
     }
 
     pub fn granularity_from_offset(&self) -> Result<String, CubeError> {
@@ -160,8 +143,7 @@ impl Granularity {
     }
 
     pub fn align_date_to_origin(&self, date: QueryDateTime) -> Result<QueryDateTime, CubeError> {
-        let interval = self.granularity_interval.parse::<SqlInterval>()?;
-        date.align_to_origin(&self.origin, &interval)
+        date.align_to_origin(&self.origin, &self.granularity_interval)
     }
 
     fn default_origin(timezone: Tz) -> Result<QueryDateTime, CubeError> {
@@ -184,7 +166,7 @@ impl Granularity {
             }
         } else {
             templates.date_bin(
-                self.granularity_interval.clone(),
+                self.granularity_interval.to_sql(),
                 input,
                 self.origin_local_formatted(),
             )?
diff --git a/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/sql_interval.rs b/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/sql_interval.rs
index 8d5ce117d4d7c..c9700da3ba06b 100644
--- a/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/sql_interval.rs
+++ b/rust/cubesqlplanner/cubesqlplanner/src/planner/time_dimension/sql_interval.rs
@@ -63,6 +63,24 @@ impl SqlInterval {
         Ok(res.to_string())
     }
 
+    pub fn is_trivial(&self) -> bool {
+        let fields = [
+            self.year,
+            self.quarter,
+            self.month,
+            self.week,
+            self.day,
+            self.hour,
+            self.minute,
+            self.second,
+        ];
+
+        let count_ones = fields.iter().filter(|&&v| v == 1).count();
+        let count_nonzeros = fields.iter().filter(|&&v| v != 0).count();
+
+        count_ones == 1 && count_nonzeros == 1
+    }
+
     pub fn to_sql(&self) -> String {
         let mut res = vec![];
         if self.year != 0 {
diff --git a/rust/cubestore/CHANGELOG.md b/rust/cubestore/CHANGELOG.md
index e269579d9f637..51069fc1ec952 100644
--- a/rust/cubestore/CHANGELOG.md
+++ b/rust/cubestore/CHANGELOG.md
@@ -3,6 +3,13 @@
 All notable changes to this project will be documented in this file.
 See [Conventional Commits](https://conventionalcommits.org) for commit guidelines.
 
+## [1.3.36](https://github.com/cube-js/cube/compare/v1.3.35...v1.3.36) (2025-07-10)
+
+### Bug Fixes
+
+- **cubestore:** Avoid bug in topk planning when projection column order is permuted ([#9765](https://github.com/cube-js/cube/issues/9765)) ([49a58ff](https://github.com/cube-js/cube/commit/49a58fffb8ffa064debe9b4cfecc078e5da01004))
+- **cubestore:** Make projection_above_limit optimization behave deter… ([#9766](https://github.com/cube-js/cube/issues/9766)) ([08f21b6](https://github.com/cube-js/cube/commit/08f21b67dbf6f05739822409ef0c48265bc0d429))
+
 ## [1.3.35](https://github.com/cube-js/cube/compare/v1.3.34...v1.3.35) (2025-07-09)
 
 **Note:** Version bump only for package @cubejs-backend/cubestore
diff --git a/rust/cubestore/Cargo.lock b/rust/cubestore/Cargo.lock
index 28a2a62d93d2f..d717bc492b764 100644
--- a/rust/cubestore/Cargo.lock
+++ b/rust/cubestore/Cargo.lock
@@ -1227,6 +1227,7 @@ dependencies = [
  "hex",
  "http-auth-basic",
  "humansize",
+ "indexmap 2.10.0",
  "indoc",
  "ipc-channel",
  "itertools 0.11.0",
@@ -1973,7 +1974,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.2.6",
+ "indexmap 2.10.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -1992,7 +1993,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 1.1.0",
- "indexmap 2.2.6",
+ "indexmap 2.10.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2020,6 +2021,12 @@ version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
 
+[[package]]
+name = "hashbrown"
+version = "0.15.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5971ac85611da7067dbfcabef3c70ebb5606018acd9e2a3903a0da507521e0d5"
+
 [[package]]
 name = "headers"
 version = "0.3.4"
@@ -2302,12 +2309,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.2.6"
+version = "2.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "168fb715dda47215e360912c096649d23d58bf392ac62f73919e831745e40f26"
+checksum = "fe4cd85333e22411419a0bcae1297d25e58c9443848b11dc6a86fefe8c78a661"
 dependencies = [
  "equivalent",
- "hashbrown 0.14.3",
+ "hashbrown 0.15.4",
 ]
 
 [[package]]
@@ -4641,7 +4648,7 @@ version = "1.0.117"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "455182ea6142b14f93f4bc5320a2b31c1f266b66a4a5c858b013302a5d8cbfc3"
 dependencies = [
- "indexmap 2.2.6",
+ "indexmap 2.10.0",
  "itoa 1.0.1",
  "ryu",
  "serde",
diff --git a/rust/cubestore/cubestore/Cargo.toml b/rust/cubestore/cubestore/Cargo.toml
index 3efdf1813914d..0c053f5d650bb 100644
--- a/rust/cubestore/cubestore/Cargo.toml
+++ b/rust/cubestore/cubestore/Cargo.toml
@@ -52,6 +52,7 @@ lazy_static = "1.4.0"
 mockall = "0.8.1"
 async-std = "0.99"
 async-stream = "0.3.6"
+indexmap = "2.10.0"
 itertools = "0.11.0"
 bigdecimal = { version = "0.2.0", features = ["serde"] }
 # Right now, it's not possible to use the 0.33 release because it has bugs
diff --git a/rust/cubestore/cubestore/src/queryplanner/projection_above_limit.rs b/rust/cubestore/cubestore/src/queryplanner/projection_above_limit.rs
index 76f901d4722d5..99795f559571b 100644
--- a/rust/cubestore/cubestore/src/queryplanner/projection_above_limit.rs
+++ b/rust/cubestore/cubestore/src/queryplanner/projection_above_limit.rs
@@ -37,7 +37,7 @@ fn projection_above_limit(plan: &LogicalPlan) -> Result<LogicalPlan> {
         LogicalPlan::Limit { n, input } => {
             let schema: &Arc<DFSchema> = input.schema();
 
-            let lift_up_result = lift_up_expensive_projections(input, HashSet::new());
+            let lift_up_result = lift_up_expensive_projections(input, ColumnRecorder::default());
             pal_debug!("lift_up_res: {:?}", lift_up_result);
             match lift_up_result {
                 Ok((inner_plan, None)) => Ok(LogicalPlan::Limit {
@@ -107,8 +107,11 @@ fn projection_above_limit(plan: &LogicalPlan) -> Result<LogicalPlan> {
     }
 }
 
+#[derive(Default)]
 struct ColumnRecorder {
-    columns: HashSet<Column>,
+    /// We use indexmap IndexSet because we want iteration order to be deterministic and
+    /// specifically, to match left-to-right insertion order.
+    columns: indexmap::IndexSet<Column>,
 }
 
 impl ExpressionVisitor for ColumnRecorder {
@@ -180,21 +183,16 @@ fn looks_expensive(ex: &Expr) -> Result<bool> {
 
 fn lift_up_expensive_projections(
     plan: &LogicalPlan,
-    used_columns: HashSet<Column>,
+    used_columns: ColumnRecorder,
 ) -> Result<(LogicalPlan, Option<Vec<Expr>>)> {
     match plan {
         LogicalPlan::Sort { expr, input } => {
-            let mut recorder = ColumnRecorder {
-                columns: used_columns,
-            };
+            let mut recorder = used_columns;
             for ex in expr {
                 recorder = ex.accept(recorder)?;
             }
 
-            let used_columns = recorder.columns;
-
-            let (new_input, lifted_projection) =
-                lift_up_expensive_projections(&input, used_columns)?;
+            let (new_input, lifted_projection) = lift_up_expensive_projections(&input, recorder)?;
             pal_debug!(
                 "Sort sees result:\n{:?};;;{:?};;;",
                 new_input,
@@ -213,9 +211,7 @@ fn lift_up_expensive_projections(
             input,
             schema,
         } => {
-            let mut column_recorder = ColumnRecorder {
-                columns: HashSet::new(),
-            };
+            let mut column_recorder = ColumnRecorder::default();
 
             let mut this_projection_exprs = Vec::<usize>::new();
 
@@ -241,7 +237,7 @@ fn lift_up_expensive_projections(
                     already_retained_cols.push((col.clone(), Some(alias.clone())));
                 }
 
-                if used_columns.contains(&field.qualified_column()) {
+                if used_columns.columns.contains(&field.qualified_column()) {
                     pal_debug!(
                         "Expr {}: used_columns contains field {:?}",
                         i,
@@ -510,6 +506,44 @@ mod tests {
         Ok(())
     }
 
+    /// Tests that multiple columns are retained in a deterministic order (and as a nice-to-have,
+    /// they should be in the left-to-right order of appearance).
+    #[test]
+    fn limit_sorted_plan_with_expensive_expr_retaining_multiple_columns() -> Result<()> {
+        let table_scan = test_table_scan_abcd()?;
+
+        let case_expr = when(col("d").eq(lit(3)), col("c") + lit(2)).otherwise(lit(5))?;
+
+        let plan = LogicalPlanBuilder::from(table_scan)
+            .project([
+                col("a").alias("a1"),
+                col("b").alias("b1"),
+                case_expr.alias("c1"),
+            ])?
+            .sort([col("a1").sort(true, true)])?
+            .limit(50)?
+            .build()?;
+
+        let expected = "Limit: 50\
+        \n  Sort: #a1 ASC NULLS FIRST\
+        \n    Projection: #test.a AS a1, #test.b AS b1, CASE WHEN #test.d Eq Int32(3) THEN #test.c Plus Int32(2) ELSE Int32(5) END AS c1\
+        \n      TableScan: test projection=None";
+
+        let formatted = format!("{:?}", plan);
+        assert_eq!(formatted, expected);
+
+        // We are testing that test.d deterministically comes before test.c in the inner Projection.
+        let optimized_expected = "Projection: #a1, #b1, CASE WHEN #test.d Eq Int32(3) THEN #test.c Plus Int32(2) ELSE Int32(5) END AS c1\
+        \n  Limit: 50\
+        \n    Sort: #a1 ASC NULLS FIRST\
+        \n      Projection: #test.a AS a1, #test.b AS b1, #test.d, #test.c\
+        \n        TableScan: test projection=None";
+
+        assert_optimized_plan_eq(&plan, optimized_expected);
+
+        Ok(())
+    }
+
     /// Tests that we re-alias fields in the lifted up projection.
     #[test]
     fn limit_sorted_plan_with_nonaliased_expensive_expr_optimized() -> Result<()> {
@@ -659,4 +693,15 @@ mod tests {
     pub fn test_table_scan() -> Result<LogicalPlan> {
         test_table_scan_with_name("test")
     }
+
+    pub fn test_table_scan_abcd() -> Result<LogicalPlan> {
+        let name = "test";
+        let schema = Schema::new(vec![
+            Field::new("a", DataType::UInt32, false),
+            Field::new("b", DataType::UInt32, false),
+            Field::new("c", DataType::UInt32, false),
+            Field::new("d", DataType::UInt32, false),
+        ]);
+        LogicalPlanBuilder::scan_empty(Some(name), &schema, None)?.build()
+    }
 }
diff --git a/rust/cubestore/cubestore/src/queryplanner/topk/plan.rs b/rust/cubestore/cubestore/src/queryplanner/topk/plan.rs
index ccedf71b8228e..5af391cc7daad 100644
--- a/rust/cubestore/cubestore/src/queryplanner/topk/plan.rs
+++ b/rust/cubestore/cubestore/src/queryplanner/topk/plan.rs
@@ -95,8 +95,7 @@ pub fn materialize_topk(p: LogicalPlan) -> Result<LogicalPlan, DataFusionError>
                                         let out_name = out_schema.field(out_i).name();
 
                                         //let mut e = Expr::Column(f.qualified_column());
-                                        let mut e =
-                                            p.post_projection[p.input_columns[out_i]].clone();
+                                        let mut e = p.post_projection[out_i].clone();
                                         if out_name != in_field.name() {
                                             e = Expr::Alias(Box::new(e), out_name.clone())
                                         }
@@ -420,3 +419,75 @@ fn make_sort_expr(
         _ => col,
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use datafusion::{
+        arrow::datatypes::Field,
+        logical_plan::{col, sum, LogicalPlanBuilder},
+    };
+
+    use super::*;
+
+    #[test]
+    fn topk_projection_column_switched() {
+        // A regression test for materialize_topk switching around projection expressions when their
+        // order does not match the aggregate node's aggregation expression order. (Also, when
+        // materialize_topk had this bug, the Projection node's DFSchema was left unchanged, making
+        // it inconsistent with the expressions.)
+
+        let table_schema = Schema::new(vec![
+            Field::new("group_field", DataType::Int64, true),
+            Field::new("agg_sortby", DataType::Int64, true),
+            Field::new("agg_1", DataType::Int64, true),
+            Field::new("agg_2", DataType::Int64, true),
+        ]);
+
+        let scan_node = LogicalPlanBuilder::scan_empty(Some("table"), &table_schema, None)
+            .unwrap()
+            .build()
+            .unwrap();
+
+        let cluster_send =
+            ClusterSendNode::new(Arc::new(scan_node), vec![vec![]], None).into_plan();
+
+        let plan = LogicalPlanBuilder::from(cluster_send)
+            .aggregate(
+                vec![col("group_field")],
+                vec![sum(col("agg_sortby")), sum(col("agg_1")), sum(col("agg_2"))],
+            )
+            .unwrap()
+            .project(vec![
+                col("group_field"),
+                col("SUM(table.agg_sortby)"),
+                col("SUM(table.agg_2)"),
+                col("SUM(table.agg_1)"),
+            ])
+            .expect("project to be valid")
+            .sort(vec![col("SUM(table.agg_sortby)").sort(false, false)])
+            .unwrap()
+            .limit(10)
+            .unwrap()
+            .build()
+            .unwrap();
+
+        let before_schema = plan.schema().clone();
+
+        let plan = materialize_topk(plan).expect("materialize_topk to succeed");
+
+        let after_schema = plan.schema().clone();
+
+        // Of course the schema shouldn't change.
+        assert_eq!(before_schema, after_schema);
+
+        // We are testing that topk materialization doesn't switch the field order (of
+        // SUM(table.agg_2) and SUM(table.agg_1)) in the projection above it.
+        let expected = "\
+            Projection: #table.group_field, #SUM(table.agg_sortby), #SUM(table.agg_2), #SUM(table.agg_1)\
+            \n  ClusterAggregateTopK, limit = 10, groupBy = [#table.group_field], aggr = [SUM(#table.agg_sortby), SUM(#table.agg_1), SUM(#table.agg_2)], sortBy = [SortColumn { agg_index: 0, asc: false, nulls_first: false }]\
+            \n    TableScan: table projection=None";
+        let formatted = format!("{:?}", plan);
+
+        assert_eq!(expected, formatted);
+    }
+}
diff --git a/rust/cubestore/package.json b/rust/cubestore/package.json
index 6a1babbf747bc..4065735931a25 100644
--- a/rust/cubestore/package.json
+++ b/rust/cubestore/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@cubejs-backend/cubestore",
-  "version": "1.3.35",
+  "version": "1.3.36",
   "description": "Cube.js pre-aggregation storage layer.",
   "main": "dist/src/index.js",
   "typings": "dist/src/index.d.ts",
@@ -27,7 +27,7 @@
   "author": "Cube Dev, Inc.",
   "license": "Apache-2.0",
   "devDependencies": {
-    "@cubejs-backend/linter": "1.3.35",
+    "@cubejs-backend/linter": "1.3.36",
     "@types/jest": "^27",
     "@types/node": "^18",
     "jest": "^27",
@@ -37,7 +37,7 @@
     "access": "public"
   },
   "dependencies": {
-    "@cubejs-backend/shared": "1.3.35",
+    "@cubejs-backend/shared": "1.3.36",
     "@octokit/core": "^3.2.5",
     "source-map-support": "^0.5.19"
   },

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