diff --git a/package-lock.json b/package-lock.json
index c0010452..88152b97 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1525,6 +1525,123 @@
         "@lezer/common": "^1.0.0"
       }
     },
+    "node_modules/@codemirror/basic-setup": {
+      "version": "0.20.0",
+      "resolved": "https://registry.npmjs.org/@codemirror/basic-setup/-/basic-setup-0.20.0.tgz",
+      "integrity": "sha512-W/ERKMLErWkrVLyP5I8Yh8PXl4r+WFNkdYVSzkXYPQv2RMPSkWpr2BgggiSJ8AHF/q3GuApncDD8I4BZz65fyg==",
+      "deprecated": "In version 6.0, this package has been renamed to just 'codemirror'",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/autocomplete": "^0.20.0",
+        "@codemirror/commands": "^0.20.0",
+        "@codemirror/language": "^0.20.0",
+        "@codemirror/lint": "^0.20.0",
+        "@codemirror/search": "^0.20.0",
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.0"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/autocomplete": {
+      "version": "0.20.3",
+      "resolved": "https://registry.npmjs.org/@codemirror/autocomplete/-/autocomplete-0.20.3.tgz",
+      "integrity": "sha512-lYB+NPGP+LEzAudkWhLfMxhTrxtLILGl938w+RcFrGdrIc54A+UgmCoz+McE3IYRFp4xyQcL4uFJwo+93YdgHw==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/language": "^0.20.0",
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.0",
+        "@lezer/common": "^0.16.0"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/commands": {
+      "version": "0.20.0",
+      "resolved": "https://registry.npmjs.org/@codemirror/commands/-/commands-0.20.0.tgz",
+      "integrity": "sha512-v9L5NNVA+A9R6zaFvaTbxs30kc69F6BkOoiEbeFw4m4I0exmDEKBILN6mK+GksJtvTzGBxvhAPlVFTdQW8GB7Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/language": "^0.20.0",
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.0",
+        "@lezer/common": "^0.16.0"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/language": {
+      "version": "0.20.2",
+      "resolved": "https://registry.npmjs.org/@codemirror/language/-/language-0.20.2.tgz",
+      "integrity": "sha512-WB3Bnuusw0xhVvhBocieYKwJm04SOk5bPoOEYksVHKHcGHFOaYaw+eZVxR4gIqMMcGzOIUil0FsCmFk8yrhHpw==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.0",
+        "@lezer/common": "^0.16.0",
+        "@lezer/highlight": "^0.16.0",
+        "@lezer/lr": "^0.16.0",
+        "style-mod": "^4.0.0"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/lint": {
+      "version": "0.20.3",
+      "resolved": "https://registry.npmjs.org/@codemirror/lint/-/lint-0.20.3.tgz",
+      "integrity": "sha512-06xUScbbspZ8mKoODQCEx6hz1bjaq9m8W8DxdycWARMiiX1wMtfCh/MoHpaL7ws/KUMwlsFFfp2qhm32oaCvVA==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.2",
+        "crelt": "^1.0.5"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/search": {
+      "version": "0.20.1",
+      "resolved": "https://registry.npmjs.org/@codemirror/search/-/search-0.20.1.tgz",
+      "integrity": "sha512-ROe6gRboQU5E4z6GAkNa2kxhXqsGNbeLEisbvzbOeB7nuDYXUZ70vGIgmqPu0tB+1M3F9yWk6W8k2vrFpJaD4Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/state": "^0.20.0",
+        "@codemirror/view": "^0.20.0",
+        "crelt": "^1.0.5"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/state": {
+      "version": "0.20.1",
+      "resolved": "https://registry.npmjs.org/@codemirror/state/-/state-0.20.1.tgz",
+      "integrity": "sha512-ms0tlV5A02OK0pFvTtSUGMLkoarzh1F8mr6jy1cD7ucSC2X/VLHtQCxfhdSEGqTYlQF2hoZtmLv+amqhdgbwjQ==",
+      "license": "MIT"
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@codemirror/view": {
+      "version": "0.20.7",
+      "resolved": "https://registry.npmjs.org/@codemirror/view/-/view-0.20.7.tgz",
+      "integrity": "sha512-pqEPCb9QFTOtHgAH5XU/oVy9UR/Anj6r+tG5CRmkNVcqSKEPmBU05WtN/jxJCFZBXf6HumzWC9ydE4qstO3TxQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/state": "^0.20.0",
+        "style-mod": "^4.0.0",
+        "w3c-keyname": "^2.2.4"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@lezer/common": {
+      "version": "0.16.1",
+      "resolved": "https://registry.npmjs.org/@lezer/common/-/common-0.16.1.tgz",
+      "integrity": "sha512-qPmG7YTZ6lATyTOAWf8vXE+iRrt1NJd4cm2nJHK+v7X9TsOF6+HtuU/ctaZy2RCrluxDb89hI6KWQ5LfQGQWuA==",
+      "license": "MIT"
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@lezer/highlight": {
+      "version": "0.16.0",
+      "resolved": "https://registry.npmjs.org/@lezer/highlight/-/highlight-0.16.0.tgz",
+      "integrity": "sha512-iE5f4flHlJ1g1clOStvXNLbORJoiW4Kytso6ubfYzHnaNo/eo5SKhxs4wv/rtvwZQeZrK3we8S9SyA7OGOoRKQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@lezer/common": "^0.16.0"
+      }
+    },
+    "node_modules/@codemirror/basic-setup/node_modules/@lezer/lr": {
+      "version": "0.16.3",
+      "resolved": "https://registry.npmjs.org/@lezer/lr/-/lr-0.16.3.tgz",
+      "integrity": "sha512-pau7um4eAw94BEuuShUIeQDTf3k4Wt6oIUOYxMmkZgDHdqtIcxWND4LRxi8nI9KuT4I1bXQv67BCapkxt7Ywqw==",
+      "license": "MIT",
+      "dependencies": {
+        "@lezer/common": "^0.16.0"
+      }
+    },
     "node_modules/@codemirror/commands": {
       "version": "6.8.1",
       "resolved": "https://registry.npmjs.org/@codemirror/commands/-/commands-6.8.1.tgz",
@@ -1537,6 +1654,21 @@
         "@lezer/common": "^1.1.0"
       }
     },
+    "node_modules/@codemirror/lang-javascript": {
+      "version": "6.2.4",
+      "resolved": "https://registry.npmjs.org/@codemirror/lang-javascript/-/lang-javascript-6.2.4.tgz",
+      "integrity": "sha512-0WVmhp1QOqZ4Rt6GlVGwKJN3KW7Xh4H2q8ZZNGZaP6lRdxXJzmjm4FqvmOojVj6khWJHIb9sp7U/72W7xQgqAA==",
+      "license": "MIT",
+      "dependencies": {
+        "@codemirror/autocomplete": "^6.0.0",
+        "@codemirror/language": "^6.6.0",
+        "@codemirror/lint": "^6.0.0",
+        "@codemirror/state": "^6.0.0",
+        "@codemirror/view": "^6.17.0",
+        "@lezer/common": "^1.0.0",
+        "@lezer/javascript": "^1.0.0"
+      }
+    },
     "node_modules/@codemirror/language": {
       "version": "6.11.2",
       "resolved": "https://registry.npmjs.org/@codemirror/language/-/language-6.11.2.tgz",
@@ -3782,6 +3914,17 @@
         "@lezer/common": "^1.0.0"
       }
     },
+    "node_modules/@lezer/javascript": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/@lezer/javascript/-/javascript-1.5.1.tgz",
+      "integrity": "sha512-ATOImjeVJuvgm3JQ/bpo2Tmv55HSScE2MTPnKRMRIPx2cLhHGyX2VnqpHhtIV1tVzIjZDbcWQm+NCTF40ggZVw==",
+      "license": "MIT",
+      "dependencies": {
+        "@lezer/common": "^1.2.0",
+        "@lezer/highlight": "^1.1.3",
+        "@lezer/lr": "^1.3.0"
+      }
+    },
     "node_modules/@lezer/lr": {
       "version": "1.4.2",
       "resolved": "https://registry.npmjs.org/@lezer/lr/-/lr-1.4.2.tgz",
@@ -26486,7 +26629,15 @@
         "@aws-sdk/client-s3": "^3.716.0",
         "@aws-sdk/s3-request-presigner": "^3.716.0",
         "@clerk/nextjs": "^6.12.10",
-        "@codemirror/view": "^6.33.0",
+        "@codemirror/autocomplete": "^6.18.6",
+        "@codemirror/basic-setup": "^0.20.0",
+        "@codemirror/commands": "^6.8.1",
+        "@codemirror/lang-javascript": "^6.2.4",
+        "@codemirror/language": "^6.11.2",
+        "@codemirror/search": "^6.5.11",
+        "@codemirror/state": "^6.5.2",
+        "@codemirror/theme-one-dark": "^6.1.3",
+        "@codemirror/view": "^6.38.0",
         "@dnd-kit/core": "^6.3.1",
         "@glideapps/glide-data-grid": "^6.0.3",
         "@groundup-dev/ags": "^0.2.2",
@@ -26534,7 +26685,7 @@
         "class-variance-authority": "^0.7.1",
         "clsx": "^2.1.1",
         "cmdk": "^1.0.0",
-        "codemirror": "^6.0.1",
+        "codemirror": "^6.0.2",
         "d3": "^7.9.0",
         "date-fns": "^3.6.0",
         "deck.gl": "^9.1.11",
diff --git a/packages/app/.gitignore b/packages/app/.gitignore
index 6f044995..fe509d03 100644
--- a/packages/app/.gitignore
+++ b/packages/app/.gitignore
@@ -42,4 +42,6 @@ next-env.d.ts
 # Sentry Config File
 .env.sentry-build-plugin
 
-.env.local
\ No newline at end of file
+.env.local
+# clerk configuration (can include secrets)
+/.clerk/
diff --git a/packages/app/package.json b/packages/app/package.json
index 55025007..e989af72 100644
--- a/packages/app/package.json
+++ b/packages/app/package.json
@@ -13,7 +13,15 @@
     "@aws-sdk/client-s3": "^3.716.0",
     "@aws-sdk/s3-request-presigner": "^3.716.0",
     "@clerk/nextjs": "^6.12.10",
-    "@codemirror/view": "^6.33.0",
+    "@codemirror/autocomplete": "^6.18.6",
+    "@codemirror/basic-setup": "^0.20.0",
+    "@codemirror/commands": "^6.8.1",
+    "@codemirror/lang-javascript": "^6.2.4",
+    "@codemirror/language": "^6.11.2",
+    "@codemirror/search": "^6.5.11",
+    "@codemirror/state": "^6.5.2",
+    "@codemirror/theme-one-dark": "^6.1.3",
+    "@codemirror/view": "^6.38.0",
     "@dnd-kit/core": "^6.3.1",
     "@glideapps/glide-data-grid": "^6.0.3",
     "@groundup-dev/ags": "^0.2.2",
@@ -61,7 +69,7 @@
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "cmdk": "^1.0.0",
-    "codemirror": "^6.0.1",
+    "codemirror": "^6.0.2",
     "d3": "^7.9.0",
     "date-fns": "^3.6.0",
     "deck.gl": "^9.1.11",
diff --git a/packages/app/src/actions/data/queries/addComputedColumn.ts b/packages/app/src/actions/data/queries/addComputedColumn.ts
new file mode 100644
index 00000000..b0196452
--- /dev/null
+++ b/packages/app/src/actions/data/queries/addComputedColumn.ts
@@ -0,0 +1,36 @@
+"use server";
+
+import { getServerUser } from "@/lib/auth";
+import { getProjectForUser } from "@/lib/dal/projects";
+import { revalidateQueryCache } from "@/lib/dal/queries";
+import { addComputedColumn } from "@/db/crud/query";
+import { ComputedColumn } from "@common/db/schema/query";
+
+import {
+  actionError,
+  actionResult,
+  runActionServer,
+} from "@/lib/actions/utils";
+
+export async function addComputedColumnAction(
+  projectId: string,
+  queryId: string,
+  column: Omit<ComputedColumn, "id">,
+) {
+  return runActionServer(async () => {
+    const user = await getServerUser();
+    const userProject = await getProjectForUser(user, projectId);
+
+    if (!userProject) {
+      return actionError("Project not found");
+    }
+
+    const newComputedColumn = await addComputedColumn(queryId, {
+      ...column,
+    });
+
+    revalidateQueryCache(queryId, projectId);
+
+    return actionResult(newComputedColumn);
+  });
+}
diff --git a/packages/app/src/actions/data/queries/deleteComputedColumn.ts b/packages/app/src/actions/data/queries/deleteComputedColumn.ts
new file mode 100644
index 00000000..5a6bdc2e
--- /dev/null
+++ b/packages/app/src/actions/data/queries/deleteComputedColumn.ts
@@ -0,0 +1,23 @@
+"use server";
+
+import { getServerUser } from "@/lib/auth";
+import { getProjectForUser } from "@/lib/dal/projects";
+import { revalidateQueryCache } from "@/lib/dal/queries";
+import { deleteComputedColumn } from "@/db/crud/query";
+
+export async function deleteComputedColumnAction(
+  projectId: string,
+  queryId: string,
+  columnName: string,
+): Promise<void> {
+  const user = await getServerUser();
+  const userProject = await getProjectForUser(user, projectId);
+
+  if (!userProject) {
+    throw new Error("Project not found");
+  }
+
+  await deleteComputedColumn(queryId, columnName);
+
+  revalidateQueryCache(queryId, projectId);
+}
diff --git a/packages/app/src/actions/data/queries/updateComputedColumn.ts b/packages/app/src/actions/data/queries/updateComputedColumn.ts
new file mode 100644
index 00000000..1a04aeff
--- /dev/null
+++ b/packages/app/src/actions/data/queries/updateComputedColumn.ts
@@ -0,0 +1,38 @@
+"use server";
+
+import { getServerUser } from "@/lib/auth";
+import { getProjectForUser } from "@/lib/dal/projects";
+import { revalidateQueryCache } from "@/lib/dal/queries";
+import { updateComputedColumn } from "@/db/crud/query";
+import { ComputedColumn } from "@common/db/schema/query";
+import {
+  runActionServer,
+  actionError,
+  actionResult,
+} from "@/lib/actions/utils";
+
+export async function updateComputedColumnAction(
+  projectId: string,
+  queryId: string,
+  columnId: string,
+  column: Omit<ComputedColumn, "id">,
+) {
+  return runActionServer(async () => {
+    const user = await getServerUser();
+    const userProject = await getProjectForUser(user, projectId);
+
+    if (!userProject) {
+      return actionError("Project not found");
+    }
+
+    const updatedComputedColumn = await updateComputedColumn(
+      queryId,
+      columnId,
+      column,
+    );
+
+    revalidateQueryCache(queryId, projectId);
+
+    return actionResult(updatedComputedColumn);
+  });
+}
diff --git a/packages/app/src/actions/data/templates/applyTemplate.ts b/packages/app/src/actions/data/templates/applyTemplate.ts
index 555464db..3b2e72e4 100644
--- a/packages/app/src/actions/data/templates/applyTemplate.ts
+++ b/packages/app/src/actions/data/templates/applyTemplate.ts
@@ -16,6 +16,7 @@ import {
   actionResult,
   runActionServer,
 } from "@/lib/actions/utils";
+import { ComputedColumn } from "@common/db/schema/query";
 
 type ApplyTemplateParams = {
   projectId: string;
@@ -24,6 +25,7 @@ type ApplyTemplateParams = {
   plotName?: string;
   plotDefinition?: PlotDefinitionWithoutSource;
   folderId?: string | null;
+  queryCustomColumns?: ComputedColumn[];
 };
 
 export async function applyTemplateAction({
@@ -33,6 +35,7 @@ export async function applyTemplateAction({
   plotName,
   plotDefinition,
   folderId,
+  queryCustomColumns,
 }: ApplyTemplateParams) {
   return runActionServer(async () => {
     const user = await getServerUser();
@@ -56,6 +59,7 @@ export async function applyTemplateAction({
           },
         ]),
       ),
+      computedColumns: queryCustomColumns || [],
     });
 
     revalidateQueryCache(newQuery.id, projectId);
diff --git a/packages/app/src/actions/data/templates/createTemplate.ts b/packages/app/src/actions/data/templates/createTemplate.ts
index ba4ae274..f84c4179 100644
--- a/packages/app/src/actions/data/templates/createTemplate.ts
+++ b/packages/app/src/actions/data/templates/createTemplate.ts
@@ -11,6 +11,7 @@ import {
   QueryWithoutFilters,
   PlotDefinitionWithoutSource,
 } from "@common/db/schema/template";
+import { ComputedColumn } from "@common/db/schema/query";
 import {
   runActionServer,
   actionError,
@@ -45,6 +46,7 @@ export async function createTemplateAction({
 
     let queryDefinition: QueryWithoutFilters | null = null;
     let plotDefinition: PlotDefinitionWithoutSource | null = null;
+    let computedColumns: ComputedColumn[] = [];
 
     // Get query definition if provided
     if (queryId) {
@@ -53,7 +55,10 @@ export async function createTemplateAction({
         return actionError("Query not found or has no definition");
       }
 
+      computedColumns = query.computedColumns || [];
+
       // Remove filters from the definition for the template
+      // Create a partial record without filters
       queryDefinition = Object.fromEntries(
         Object.entries(query.definition).map(([tableName, tableDef]) => [
           tableName,
@@ -62,7 +67,7 @@ export async function createTemplateAction({
             filters: undefined, // Remove filters
           },
         ]),
-      ) as Record<TableName, any>;
+      ) as Partial<Record<TableName, any>> as QueryWithoutFilters;
     }
 
     // Get plot definition if provided
@@ -89,7 +94,7 @@ export async function createTemplateAction({
               filters: undefined, // Remove filters
             },
           ]),
-        ) as Record<TableName, any>;
+        ) as Partial<Record<TableName, any>> as QueryWithoutFilters;
       }
 
       // If we still don't have a query definition, try to get it from the plot's definition.dataSource
@@ -143,7 +148,10 @@ export async function createTemplateAction({
     const newTemplate = await createTemplate({
       name,
       ownerId: user.id,
-      queryDefinition: queryDefinition || ({} as QueryWithoutFilters),
+      queryDefinition:
+        queryDefinition ||
+        ({} as Partial<Record<TableName, any>> as QueryWithoutFilters),
+      queryCustomColumns: computedColumns,
       plotDefinition: plotDefinition || null,
       scope,
     });
diff --git a/packages/app/src/app/(app)/projects/[projectId]/data/queries/[queryId]/layout.tsx b/packages/app/src/app/(app)/projects/[projectId]/data/queries/[queryId]/layout.tsx
index c5379ed8..89b98f40 100644
--- a/packages/app/src/app/(app)/projects/[projectId]/data/queries/[queryId]/layout.tsx
+++ b/packages/app/src/app/(app)/projects/[projectId]/data/queries/[queryId]/layout.tsx
@@ -3,19 +3,36 @@ import { getProjectForUser } from "@/lib/dal/projects";
 import { parseStringParam } from "@/lib/routing";
 import { notFound } from "next/navigation";
 
-import { QueryToggleButton } from "@/components/data/query/query-toggle-button";
-import { QueryNameInput } from "@/components/data/query/query-name-input";
-import { QuerySaveButton } from "@/components/data/query/query-save-button";
-import { BreadcrumbSetter } from "@/components/data/breadcrumb-setter";
+import { QueryLayoutClient } from "@/components/data/query/query-layout-client";
 
 import { isDefinitionConfigured } from "@/components/data/query/helpers";
 import { getQueryForProject } from "@/lib/dal/queries";
+import { Query } from "@common/db/schema/query";
+import { schemaConfig } from "@common/db/schema/common";
 
 type Props = {
   params: { projectId: string; queryId: string };
   children: React.ReactNode;
 };
 
+function getCompletions(query: Query) {
+  const columns = Object.entries(query.definition ?? {}).flatMap(
+    ([table, columns]) => {
+      const tableConfig = schemaConfig.find(
+        (config) => config.dbName === table,
+      );
+      return columns.columns.map((column) => {
+        const columnConfig = tableConfig?.columns.find(
+          (c) => c.dbName === column,
+        );
+        return columnConfig?.nameCamelCase ?? column;
+      });
+    },
+  );
+
+  return columns;
+}
+
 export default async function Layout({ params, children }: Props) {
   const projectId = parseStringParam(params.projectId);
   const user = await getServerUser();
@@ -26,38 +43,19 @@ export default async function Layout({ params, children }: Props) {
     notFound();
   }
 
+  const completions = getCompletions(query);
+
   const definitionConfigured = isDefinitionConfigured(query);
 
   return (
-    <div className="flex h-full flex-col">
-      {/* Header with name input, breadcrumbs, and toggle button */}
-      <div className="flex items-center justify-between px-6 py-4">
-        <div className="flex items-center gap-4">
-          <QueryNameInput query={query} />
-          <BreadcrumbSetter
-            breadcrumbs={[
-              {
-                label: "Queries",
-                href: `/projects/${projectId}/data/queries`,
-              },
-              {
-                label: query.name,
-                href: `/projects/${projectId}/data/queries/${queryId}/data`,
-              },
-            ]}
-          />
-        </div>
-        <div className="flex items-center gap-2">
-          <QuerySaveButton projectId={projectId} queryId={queryId} />
-
-          <QueryToggleButton
-            projectId={projectId}
-            queryId={queryId}
-            definitionConfigured={definitionConfigured}
-          />
-        </div>
-      </div>
+    <QueryLayoutClient
+      projectId={projectId}
+      queryId={queryId}
+      query={query}
+      definitionConfigured={definitionConfigured}
+      completions={completions}
+    >
       {children}
-    </div>
+    </QueryLayoutClient>
   );
 }
diff --git a/packages/app/src/app/api/projects/[projectId]/queries/[queryId]/data/route.ts b/packages/app/src/app/api/projects/[projectId]/queries/[queryId]/data/route.ts
index e281740a..2a442d3f 100644
--- a/packages/app/src/app/api/projects/[projectId]/queries/[queryId]/data/route.ts
+++ b/packages/app/src/app/api/projects/[projectId]/queries/[queryId]/data/route.ts
@@ -108,5 +108,10 @@ export async function GET(request: NextRequest, { params }: RequestArgs) {
     zones.map((zone) => zone.zoneId),
   );
 
-  return NextResponse.json({ rows, rowCount });
+  // Return data along with computed column definitions for client-side evaluation
+  return NextResponse.json({
+    rows,
+    rowCount,
+    computedColumns: query.computedColumns || [],
+  });
 }
diff --git a/packages/app/src/components/data/plot/definition/layout.tsx b/packages/app/src/components/data/plot/definition/layout.tsx
index f6089cd4..aee82fa6 100644
--- a/packages/app/src/components/data/plot/definition/layout.tsx
+++ b/packages/app/src/components/data/plot/definition/layout.tsx
@@ -1,7 +1,11 @@
 "use client";
 
-import { useRef, useState, useEffect } from "react";
+import { useRef, useState, useEffect, useMemo } from "react";
 import { Query } from "@common/db/schema/query";
+import {
+  evaluateComputedColumns,
+  type TableData,
+} from "@/hooks/queries/use-query-data";
 import { Plot, PlotDefinition } from "@common/db/schema/plot";
 
 import { PlotView } from "../plot-view";
@@ -35,7 +39,7 @@ interface PlotDefinitionLayoutProps {
   plot: Plot;
   queries: Query[];
   data: Record<string, unknown>[];
-  columns: { id: string; name: string; table: string }[];
+  columns: { id: string; name: string; table: string; label: string }[];
   tables: { tableName: string; label: string }[];
   initialTab?: string;
 }
@@ -57,6 +61,24 @@ export function PlotLayout({
   const [sidebarOpen, setSidebarOpen] = useState(false);
   const [exportDialogOpen, setExportDialogOpen] = useState(false);
 
+  // Get the query if this plot is using a query as its data source
+  const query = plot.definition?.dataSource.isQuery
+    ? queries.find(
+        (q) =>
+          q.id ===
+          (plot.definition?.dataSource as { isQuery: true; queryId: string })
+            .queryId,
+      )
+    : null;
+
+  // Process computed columns if available
+  const processedData = useMemo(() => {
+    if (!query?.computedColumns?.length) {
+      return data;
+    }
+    return evaluateComputedColumns(data as TableData[], query.computedColumns);
+  }, [data, query?.computedColumns]);
+
   // Responsive breakpoints for laptop screens
   const isLargeScreen = useMediaQuery("(min-width: 1440px)");
   const isMediumScreen = useMediaQuery("(min-width: 1280px)");
@@ -101,6 +123,8 @@ export function PlotLayout({
     setDimensions,
   ]);
 
+  console.log(processedData);
+
   return (
     <div className="mx-auto flex h-full">
       {/* Main plot preview area */}
@@ -138,7 +162,7 @@ export function PlotLayout({
           >
             <PlotView
               plot={plot as Plot & { definition: PlotDefinition }}
-              data={data}
+              data={processedData}
               height={dimensions.height * 0.9}
               width={dimensions.width * 0.9}
             />
@@ -167,7 +191,7 @@ export function PlotLayout({
 
       <PlotExportDialog
         plot={plot as Plot & { definition: PlotDefinition }}
-        data={data}
+        data={processedData}
         open={exportDialogOpen}
         onOpenChange={setExportDialogOpen}
       />
diff --git a/packages/app/src/components/data/plot/definition/plot-sidebar.tsx b/packages/app/src/components/data/plot/definition/plot-sidebar.tsx
index cd186a61..d8e24995 100644
--- a/packages/app/src/components/data/plot/definition/plot-sidebar.tsx
+++ b/packages/app/src/components/data/plot/definition/plot-sidebar.tsx
@@ -20,7 +20,7 @@ type Props = {
   plot: Plot;
   queries: Query[];
   plotType: "scatter" | "line" | "histogram" | "bar";
-  columns: { id: string; name: string; table: string }[];
+  columns: { id: string; name: string; table: string; label: string }[];
   tables: { tableName: string; label: string }[];
   setSidebarOpen: (_open: boolean) => void;
 };
diff --git a/packages/app/src/components/data/plot/definition/sections/axes-section.tsx b/packages/app/src/components/data/plot/definition/sections/axes-section.tsx
index d2da7717..d9757b45 100644
--- a/packages/app/src/components/data/plot/definition/sections/axes-section.tsx
+++ b/packages/app/src/components/data/plot/definition/sections/axes-section.tsx
@@ -21,6 +21,7 @@ interface AxesSectionProps {
     id: string;
     name: string;
     table: string;
+    label: string;
   }[];
 }
 
diff --git a/packages/app/src/components/data/plot/form/axis-form.tsx b/packages/app/src/components/data/plot/form/axis-form.tsx
index bad195fa..61b12599 100644
--- a/packages/app/src/components/data/plot/form/axis-form.tsx
+++ b/packages/app/src/components/data/plot/form/axis-form.tsx
@@ -16,7 +16,12 @@ import { isDefined } from "@/utils/helpers";
 type AxisFormProps = {
   name: string;
   label: string;
-  availableColumns: Array<{ id: string; name: string; table: string }>;
+  availableColumns: Array<{
+    id: string;
+    name: string;
+    table: string;
+    label: string;
+  }>;
   type: "x" | "y";
 };
 
@@ -51,8 +56,8 @@ export function AxisForm({
             </SelectTrigger>
             <SelectContent>
               {availableColumns.map((col) => (
-                <SelectItem key={col.id} value={col.id}>
-                  {col.table} - {col.name}
+                <SelectItem key={col.id} value={col.name}>
+                  {col.label}
                 </SelectItem>
               ))}
             </SelectContent>
diff --git a/packages/app/src/components/data/query/computed-column-help.tsx b/packages/app/src/components/data/query/computed-column-help.tsx
new file mode 100644
index 00000000..923a988b
--- /dev/null
+++ b/packages/app/src/components/data/query/computed-column-help.tsx
@@ -0,0 +1,86 @@
+"use client";
+
+import { HelpCircle } from "lucide-react";
+import { Button } from "@/components/ui/button";
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+} from "@/components/ui/dialog";
+import { useState } from "react";
+
+export function ComputedColumnHelp() {
+  const [isOpen, setIsOpen] = useState(false);
+
+  return (
+    <>
+      <Button
+        type="button"
+        variant="ghost"
+        size="icon"
+        className="h-6 w-6"
+        onClick={() => setIsOpen(true)}
+      >
+        <HelpCircle className="h-4 w-4" />
+      </Button>
+
+      <Dialog open={isOpen} onOpenChange={setIsOpen}>
+        <DialogContent>
+          <DialogHeader>
+            <DialogTitle>Function body help</DialogTitle>
+          </DialogHeader>
+          <div className="space-y-4">
+            <div>
+              <h3 className="mb-2 font-medium">Basic syntax</h3>
+              <pre className="rounded-md bg-muted p-2 text-sm">
+                {`// Return a single value
+return value1 + value2
+
+// Use if statements
+if (value > 10) {
+  return "High"
+} else {
+  return "Low"
+}`}
+              </pre>
+            </div>
+
+            <div>
+              <h3 className="mb-2 font-medium">Available variables</h3>
+              <ul className="list-disc space-y-2 pl-4">
+                <li>
+                  All column names from your query are available as variables
+                </li>
+                <li>
+                  Use camelCase for column names (e.g., sampleDepth, testType)
+                </li>
+                <li>Values will be the correct type (number, string, etc.)</li>
+              </ul>
+            </div>
+
+            <div>
+              <h3 className="mb-2 font-medium">Examples</h3>
+              <pre className="rounded-md bg-muted p-2 text-sm">
+                {`// Combine strings
+return firstName + " " + lastName
+
+// Math operations
+return depth * 3.28084  // m to ft
+
+// Conditional logic
+if (moisture < 0.2) {
+  return "Dry"
+} else if (moisture < 0.4) {
+  return "Moist"
+} else {
+  return "Wet"
+}`}
+              </pre>
+            </div>
+          </div>
+        </DialogContent>
+      </Dialog>
+    </>
+  );
+}
diff --git a/packages/app/src/components/data/query/query-glide.tsx b/packages/app/src/components/data/query/query-glide.tsx
index 37839e91..940872c2 100644
--- a/packages/app/src/components/data/query/query-glide.tsx
+++ b/packages/app/src/components/data/query/query-glide.tsx
@@ -20,6 +20,7 @@ import { DropdownMenuItem } from "@/components/ui/dropdown-menu";
 import { MapPin, ExternalLinkIcon } from "lucide-react";
 import { Option } from "@/components/ui/multi-select";
 import Link from "next/link";
+
 type Props = {
   projectId: string;
   query: Query & {
@@ -40,13 +41,23 @@ type Props = {
   })[];
 };
 
+// Extended type for columns that can include computed columns
+type ExtendedColumn = {
+  id: string;
+  label: string;
+  table: string;
+  columnConfig: ColumnConfig;
+  tableDbName: TableName | "computed";
+  abbreviations: Abbreviation[];
+  isComputed?: boolean;
+};
+
 export function QueryGlide({
   projectId,
   query,
   columns,
   pageSize,
   maxRows,
-
   zones,
 }: Props) {
   const handleUpdateDefinition = useCallback(
@@ -68,35 +79,82 @@ export function QueryGlide({
         ),
     );
 
-    return columnsWithoutDuplicates.map((col) => ({
+    // Create computed columns with proper typing
+    const computedColumns: ExtendedColumn[] = query.computedColumns.map(
+      (col) => ({
+        id: col.name,
+        label: col.name,
+        table: "computed",
+        columnConfig: {
+          nameCamelCase: col.name,
+          nameSnakeCase: col.name,
+          groupDbName: "computed",
+          groupLabel: "Computed",
+          label: col.name,
+          type: "computed",
+          dbName: col.name,
+          isRequired: false,
+          isKey: false,
+          isInherited: false,
+          isAbbreviation: false,
+          dataType: "string", // Default type for computed columns
+          units: "",
+          mapping: {
+            ags: {
+              v4_0_3: col.name,
+              v4_0_4: col.name,
+              v4_1: col.name,
+              v4_1_1: col.name,
+            },
+          },
+        },
+        tableDbName: "computed",
+        abbreviations: [],
+        isComputed: true,
+      }),
+    );
+
+    const allColumns: ExtendedColumn[] = [
+      ...columnsWithoutDuplicates,
+      ...computedColumns,
+    ];
+
+    return allColumns.map((col) => ({
       id: col.id,
       label: col.label,
       group: col.columnConfig.groupLabel,
-      hasMenu: true,
+      hasMenu: !col.isComputed, // Computed columns don't have menu (no filtering/sorting)
       menuIcon: "dots",
-      menuFilterContent: (
+      menuFilterContent: col.isComputed ? undefined : (
         <DataGridFilter
           column={col.columnConfig}
           abbreviations={col.abbreviations}
           filter={
-            query.definition[col.tableDbName]?.filters?.[
-              col.columnConfig.nameCamelCase
-            ]
+            col.tableDbName !== "computed"
+              ? query.definition[col.tableDbName as TableName]?.filters?.[
+                  col.columnConfig.nameCamelCase
+                ]
+              : undefined
           }
           handleClearFilter={() => {
+            if (col.tableDbName === "computed") return;
+
             const newDefinition = { ...query.definition };
-            delete newDefinition[col.tableDbName]?.filters?.[
-              col.columnConfig.nameCamelCase
-            ];
+            const tableDef = newDefinition[col.tableDbName as TableName];
+            if (tableDef?.filters) {
+              delete tableDef.filters[col.columnConfig.nameCamelCase];
+            }
             handleUpdateDefinition(newDefinition);
           }}
           handleApplyFilter={(filter) => {
+            if (col.tableDbName === "computed") return;
+
             const newDefinition = {
               ...query.definition,
-              [col.tableDbName]: {
-                ...query.definition[col.tableDbName],
+              [col.tableDbName as TableName]: {
+                ...query.definition[col.tableDbName as TableName],
                 filters: {
-                  ...query.definition[col.tableDbName]?.filters,
+                  ...query.definition[col.tableDbName as TableName]?.filters,
                   [col.columnConfig.nameCamelCase]: filter,
                 },
               },
@@ -105,13 +163,20 @@ export function QueryGlide({
           }}
         />
       ),
-      sortDirection:
-        query.definition[col.tableDbName]?.sort?.columnNameCamelCase ===
-        col.columnConfig.nameCamelCase
-          ? query.definition[col.tableDbName]?.sort?.order
+      sortDirection: col.isComputed
+        ? null
+        : col.tableDbName !== "computed" &&
+            query.definition[col.tableDbName as TableName]?.sort
+              ?.columnNameCamelCase === col.columnConfig.nameCamelCase
+          ? query.definition[col.tableDbName as TableName]?.sort?.order
           : null,
     }));
-  }, [columns, query.definition, handleUpdateDefinition]);
+  }, [
+    columns,
+    query.definition,
+    query.computedColumns,
+    handleUpdateDefinition,
+  ]);
 
   const handleUpdateZones = useCallback(
     async (zones: Option<Zone>[]) => {
diff --git a/packages/app/src/components/data/query/query-layout-client.tsx b/packages/app/src/components/data/query/query-layout-client.tsx
new file mode 100644
index 00000000..85cb8462
--- /dev/null
+++ b/packages/app/src/components/data/query/query-layout-client.tsx
@@ -0,0 +1,98 @@
+"use client";
+
+import { useState } from "react";
+import { QueryToggleButton } from "@/components/data/query/query-toggle-button";
+import { QueryNameInput } from "@/components/data/query/query-name-input";
+import { QuerySaveButton } from "@/components/data/query/query-save-button";
+import { QuerySidebarToggleButton } from "@/components/data/query/query-sidebar-toggle-button";
+import { QuerySidebar } from "@/components/data/query/query-sidebar";
+import { BreadcrumbSetter } from "@/components/data/breadcrumb-setter";
+
+import {
+  ResizableHandle,
+  ResizablePanel,
+  ResizablePanelGroup,
+} from "@/components/ui/resizable";
+import { Query } from "@common/db/schema/query";
+
+function QueryLayoutClient({
+  projectId,
+  queryId,
+  query,
+  definitionConfigured,
+  completions,
+  children,
+}: {
+  projectId: string;
+  queryId: string;
+  query: Query;
+  definitionConfigured: boolean;
+  children: React.ReactNode;
+  completions: string[];
+}) {
+  const [sidebarOpen, setSidebarOpen] = useState(false);
+
+  return (
+    <div className="flex h-full">
+      <ResizablePanelGroup direction="horizontal" className="h-full w-full">
+        <ResizablePanel
+          id="query-main-content"
+          order={0}
+          defaultSize={80}
+          minSize={50}
+          maxSize={95}
+        >
+          <div className="flex h-full flex-1 flex-col">
+            {/* Header with name input, breadcrumbs, and toggle button */}
+            <div className="flex items-center justify-between px-6 py-4">
+              <div className="flex items-center gap-4">
+                <QueryNameInput query={query} />
+                <BreadcrumbSetter
+                  breadcrumbs={[
+                    {
+                      label: "Queries",
+                      href: `/projects/${projectId}/data/queries`,
+                    },
+                    {
+                      label: query.name,
+                      href: `/projects/${projectId}/data/queries/${queryId}/data`,
+                    },
+                  ]}
+                />
+              </div>
+              <div className="flex items-center gap-2">
+                <QuerySidebarToggleButton
+                  isOpen={sidebarOpen}
+                  onToggle={() => setSidebarOpen(!sidebarOpen)}
+                  projectId={projectId}
+                  queryId={queryId}
+                />
+                <QuerySaveButton projectId={projectId} queryId={queryId} />
+
+                <QueryToggleButton
+                  projectId={projectId}
+                  queryId={queryId}
+                  definitionConfigured={definitionConfigured}
+                />
+              </div>
+            </div>
+            {children}
+          </div>
+        </ResizablePanel>
+        <ResizableHandle />
+        {sidebarOpen && (
+          <ResizablePanel id="query-sidebar" order={1}>
+            <QuerySidebar
+              query={query}
+              projectId={projectId}
+              onClose={() => setSidebarOpen(false)}
+              completions={completions}
+            />
+          </ResizablePanel>
+        )}
+      </ResizablePanelGroup>
+    </div>
+  );
+}
+
+export { QueryLayoutClient };
diff --git a/packages/app/src/components/data/query/query-sidebar-toggle-button.tsx b/packages/app/src/components/data/query/query-sidebar-toggle-button.tsx
new file mode 100644
index 00000000..c2d4fb0e
--- /dev/null
+++ b/packages/app/src/components/data/query/query-sidebar-toggle-button.tsx
@@ -0,0 +1,44 @@
+"use client";
+
+import { Button } from "@/components/ui/button";
+import { Calculator } from "lucide-react";
+
+import { usePathname } from "next/navigation";
+
+type QuerySidebarToggleButtonProps = {
+  isOpen: boolean;
+  onToggle: () => void;
+  projectId: string;
+  queryId: string;
+};
+
+export function QuerySidebarToggleButton({
+  isOpen,
+  onToggle,
+  projectId,
+  queryId,
+}: QuerySidebarToggleButtonProps) {
+  const pathname = usePathname();
+
+  const isDefinitionView =
+    pathname === `/projects/${projectId}/data/queries/${queryId}/definition`;
+
+  if (!isDefinitionView) {
+    return null;
+  }
+
+  return (
+    !isOpen && (
+      <Button
+        variant={isOpen ? "default" : "outline"}
+        onClick={onToggle}
+        title={isOpen ? "Hide Computed Columns" : "Show Computed Columns"}
+      >
+        <div className="flex items-center gap-2">
+          <Calculator className="h-4 w-4" />
+          <span>Computed columns</span>
+        </div>
+      </Button>
+    )
+  );
+}
diff --git a/packages/app/src/components/data/query/query-sidebar.tsx b/packages/app/src/components/data/query/query-sidebar.tsx
new file mode 100644
index 00000000..9d2f2f50
--- /dev/null
+++ b/packages/app/src/components/data/query/query-sidebar.tsx
@@ -0,0 +1,541 @@
+"use client";
+
+import { useState, useEffect, useRef } from "react";
+import { useForm } from "react-hook-form";
+import { zodResolver } from "@hookform/resolvers/zod";
+import { z } from "zod";
+import { Query } from "@common/db/schema/query";
+import { Button } from "@/components/ui/button";
+import { X, Save, Trash2, Database, Plus, Loader2 } from "lucide-react";
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from "@/components/ui/form";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select";
+import { Input } from "@/components/ui/input";
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
+} from "@/components/ui/dialog";
+
+import { basicSetup, EditorView } from "codemirror";
+import { autocompletion, CompletionContext } from "@codemirror/autocomplete";
+import { EditorState } from "@codemirror/state";
+import { javascript } from "@codemirror/lang-javascript";
+import {
+  syntaxHighlighting,
+  defaultHighlightStyle,
+} from "@codemirror/language";
+import { addComputedColumnAction } from "@/actions/data/queries/addComputedColumn";
+import { updateComputedColumnAction } from "@/actions/data/queries/updateComputedColumn";
+import { deleteComputedColumnAction } from "@/actions/data/queries/deleteComputedColumn";
+import { ComputedColumn } from "@common/db/schema/query";
+import { ComputedColumnHelp } from "./computed-column-help";
+
+// Form schema for computed column
+const computedColumnSchema = z.object({
+  name: z.string().min(1, "Column name is required"),
+  functionBody: z.string().min(1, "Function body is required"),
+});
+
+type ComputedColumnFormData = z.infer<typeof computedColumnSchema>;
+
+const defaultFunctionBody = `
+// Enter function body for computed column
+// Examples:
+// Simple: category + '_' + status
+// With logic:
+// if(priority > 3) {
+//   return 'High'
+// }
+// return 'Low'
+`;
+
+type QuerySidebarProps = {
+  query: Query;
+  projectId: string;
+  onClose: () => void;
+  completions: string[];
+};
+
+// Custom CodeMirror form control component
+function CodeMirrorFormField({
+  field,
+  placeholder,
+  completions,
+}: {
+  field: {
+    value: string;
+    onChange: (_value: string) => void;
+  };
+  placeholder?: string;
+  completions: string[];
+}) {
+  const editorRef = useRef<HTMLDivElement>(null);
+  const viewRef = useRef<EditorView | null>(null);
+
+  function myCompletions(context: CompletionContext) {
+    const before = context.matchBefore(/\w+/);
+    if (!context.explicit && !before) return null;
+    return {
+      from: before ? before.from : context.pos,
+      options: completions.map((completion) => ({
+        label: completion,
+        type: "variable",
+      })),
+      validFor: /^\w*$/,
+    };
+  }
+
+  useEffect(() => {
+    if (!editorRef.current || viewRef.current) return;
+
+    const state = EditorState.create({
+      doc:
+        field.value ||
+        placeholder ||
+        "// Enter function body for computed column",
+      extensions: [
+        basicSetup,
+        javascript({ typescript: true }),
+        syntaxHighlighting(defaultHighlightStyle),
+        autocompletion({ override: [myCompletions] }),
+        EditorView.updateListener.of((update) => {
+          if (update.docChanged) {
+            field.onChange(update.state.doc.toString());
+          }
+        }),
+        EditorView.theme({
+          "&": {
+            fontSize: "13px",
+            fontFamily:
+              "ui-monospace, SFMono-Regular, 'SF Mono', Consolas, 'Liberation Mono', Menlo, monospace",
+            height: "100%",
+          },
+          ".cm-content": {
+            padding: "8px",
+            height: "100%",
+            color: "hsl(var(--foreground))",
+          },
+          ".cm-editor": {
+            border: "2px solid hsl(var(--input))",
+            borderColor: "hsl(var(--input))",
+            borderRadius: "6px",
+            backgroundColor: "hsl(var(--background))",
+            height: "100%",
+          },
+          ".cm-editor.cm-focused": {
+            borderColor: "hsl(var(--primary))",
+            outline: "none",
+            boxShadow: "none",
+          },
+          ".cm-scroller": {
+            height: "100%",
+            overflow: "auto",
+          },
+          ".cm-gutters": {
+            backgroundColor: "hsl(var(--background))",
+            border: "none",
+            borderRight: "1px solid hsl(var(--border))",
+          },
+          ".cm-gutter": {
+            padding: "0 8px",
+          },
+          ".cm-gutterElement": {
+            color: "hsl(var(--muted-foreground))",
+          },
+          ".cm-line": {
+            padding: "0 8px",
+          },
+          ".cm-activeLineGutter": {
+            backgroundColor: "transparent",
+          },
+          ".cm-activeLine": {
+            backgroundColor: "hsl(var(--muted) / 0.1)",
+          },
+          ".cm-selectionBackground": {
+            backgroundColor: "hsl(var(--primary) / 0.2) !important",
+          },
+          ".cm-matchingBracket, .cm-nonmatchingBracket": {
+            backgroundColor: "hsl(var(--primary) / 0.2)",
+            outline: "1px solid hsl(var(--primary) / 0.4)",
+          },
+          ".cm-foldPlaceholder": {
+            backgroundColor: "transparent",
+            border: "none",
+            color: "hsl(var(--muted-foreground))",
+          },
+        }),
+      ],
+    });
+
+    const view = new EditorView({
+      state,
+      parent: editorRef.current,
+    });
+
+    viewRef.current = view;
+
+    return () => {
+      view.destroy();
+      viewRef.current = null;
+    };
+  }, []);
+
+  // Update editor content when value changes externally
+  useEffect(() => {
+    if (
+      viewRef.current &&
+      field.value !== viewRef.current.state.doc.toString()
+    ) {
+      const transaction = viewRef.current.state.update({
+        changes: {
+          from: 0,
+          to: viewRef.current.state.doc.length,
+          insert: field.value,
+        },
+      });
+      viewRef.current.dispatch(transaction);
+    }
+  }, [field.value]);
+
+  return (
+    <div
+      ref={editorRef}
+      className="absolute inset-0"
+      style={{ height: "100%" }}
+    />
+  );
+}
+
+export function QuerySidebar({
+  query,
+  projectId,
+  onClose,
+  completions,
+}: QuerySidebarProps) {
+  console.log("completions", completions);
+
+  const [selectedColumnId, setSelectedColumnId] = useState<string | null>(null);
+  const [isSubmitting, setIsSubmitting] = useState(false);
+  const [isCreating, setIsCreating] = useState(false);
+  const [isDeleteDialogOpen, setIsDeleteDialogOpen] = useState(false);
+  const [columnToDelete, setColumnToDelete] = useState<ComputedColumn | null>(
+    null,
+  );
+
+  const form = useForm<ComputedColumnFormData>({
+    resolver: zodResolver(computedColumnSchema),
+    defaultValues: {
+      name: "",
+      functionBody: defaultFunctionBody,
+    },
+  });
+
+  const hasComputedColumns =
+    Array.isArray(query.computedColumns) && query.computedColumns.length > 0;
+
+  // Set default column on component load
+  useEffect(() => {
+    if (hasComputedColumns && !selectedColumnId) {
+      const firstColumn = query.computedColumns[0];
+      handleEditColumn(firstColumn);
+    }
+  }, [hasComputedColumns, selectedColumnId]);
+
+  const handleEditColumn = (column: ComputedColumn) => {
+    setSelectedColumnId(column.id);
+    form.reset({
+      name: column.name,
+      functionBody: column.functionBody,
+    });
+  };
+
+  const handleNewColumn = async () => {
+    setIsCreating(true);
+
+    // Create new column in database
+    const result = await addComputedColumnAction(projectId, query.id, {
+      name: "Untitled",
+      functionBody: defaultFunctionBody,
+    });
+
+    if (!result.success) {
+      console.error("Failed to create new column:", result.error);
+      return;
+    } else {
+      const newColumn = result.data;
+      handleEditColumn(newColumn);
+    }
+
+    setIsCreating(false);
+  };
+
+  const handleCancelEdit = () => {
+    setSelectedColumnId(null);
+    form.reset();
+  };
+
+  const handleDeleteColumn = async (columnId: string) => {
+    const column = query.computedColumns.find((col) => col.id === columnId);
+    if (!column) return;
+    setColumnToDelete(column);
+    setIsDeleteDialogOpen(true);
+  };
+
+  const confirmDelete = async () => {
+    if (!columnToDelete) return;
+    try {
+      await deleteComputedColumnAction(projectId, query.id, columnToDelete.id);
+
+      // Clear form after successful deletion
+      setSelectedColumnId(null);
+      form.reset();
+      setIsDeleteDialogOpen(false);
+      setColumnToDelete(null);
+    } catch (error) {
+      console.error("Failed to delete computed column:", error);
+    }
+  };
+
+  const onSubmit = async (data: ComputedColumnFormData) => {
+    setIsSubmitting(true);
+
+    if (selectedColumnId) {
+      const result = await updateComputedColumnAction(
+        projectId,
+        query.id,
+        selectedColumnId,
+        {
+          name: data.name.trim(),
+          functionBody: data.functionBody.trim(),
+        },
+      );
+
+      if (!result.success) {
+        console.error("Failed to update computed column:", result.error);
+        return;
+      } else {
+        handleEditColumn(result.data);
+      }
+    } else {
+      const result = await addComputedColumnAction(projectId, query.id, {
+        name: data.name.trim(),
+        functionBody: data.functionBody.trim(),
+      });
+
+      if (!result.success) {
+        console.error("Failed to add computed column:", result.error);
+        return;
+      } else {
+        handleEditColumn(result.data);
+      }
+    }
+
+    setIsSubmitting(false);
+  };
+
+  return (
+    <div className="flex h-full flex-col border-l border-border bg-background">
+      <Dialog open={isDeleteDialogOpen} onOpenChange={setIsDeleteDialogOpen}>
+        <DialogContent>
+          <DialogHeader>
+            <DialogTitle>Delete computed column</DialogTitle>
+            <DialogDescription>
+              Are you sure you want to delete the computed column &quot;
+              {columnToDelete?.name}&quot;? This action cannot be undone.
+            </DialogDescription>
+          </DialogHeader>
+          <DialogFooter>
+            <Button
+              variant="outline"
+              onClick={() => setIsDeleteDialogOpen(false)}
+            >
+              Cancel
+            </Button>
+            <Button variant="destructive" onClick={confirmDelete}>
+              Delete
+            </Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+
+      <div className="flex items-center justify-between border-b border-border p-4">
+        <h2 className="text-lg font-semibold">Computed columns</h2>
+        <Button
+          variant="ghost"
+          size="icon"
+          onClick={onClose}
+          className="h-8 w-8"
+        >
+          <X className="h-4 w-4" />
+        </Button>
+      </div>
+
+      <div className="flex-1 overflow-y-auto p-4">
+        <div className="flex h-full flex-col space-y-4">
+          {/* Column Selection and New Button */}
+          <div className="space-y-2">
+            <div className="flex items-center gap-2 text-sm font-medium">
+              <Database className="h-4 w-4" /> Computed columns
+            </div>
+
+            <div className="flex gap-2">
+              <div className="flex-1">
+                {hasComputedColumns ? (
+                  <Select
+                    onValueChange={(value) => {
+                      const column = query.computedColumns.find(
+                        (col) => col.id === value,
+                      );
+                      if (column) handleEditColumn(column);
+                    }}
+                    value={selectedColumnId || ""}
+                  >
+                    <SelectTrigger>
+                      <SelectValue placeholder="Select column" />
+                    </SelectTrigger>
+                    <SelectContent>
+                      {query.computedColumns.map((column) => (
+                        <SelectItem key={column.id} value={column.id}>
+                          {column.name}
+                        </SelectItem>
+                      ))}
+                    </SelectContent>
+                  </Select>
+                ) : (
+                  <div className="flex h-10 items-center rounded-md border border-input bg-background px-3 text-sm text-muted-foreground">
+                    No computed columns yet
+                  </div>
+                )}
+              </div>
+
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={handleNewColumn}
+                disabled={isCreating}
+                className="flex items-center gap-2"
+              >
+                {isCreating ? (
+                  <Loader2 className="h-4 w-4 animate-spin" />
+                ) : (
+                  <Plus className="h-4 w-4" />
+                )}
+                {isCreating ? "Creating..." : "New"}
+              </Button>
+            </div>
+          </div>
+
+          {/* Computed Column Form */}
+          <Form {...form}>
+            <form
+              onSubmit={form.handleSubmit(onSubmit)}
+              className="flex min-h-0 flex-1 flex-col space-y-4"
+            >
+              {/* Column Name Field */}
+              <FormField
+                control={form.control}
+                name="name"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Column name</FormLabel>
+                    <FormControl>
+                      <Input
+                        placeholder="Enter computed column name"
+                        {...field}
+                      />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              {/* Function Body Field */}
+              <FormField
+                control={form.control}
+                name="functionBody"
+                render={({ field }) => (
+                  <FormItem className="flex min-h-0 flex-1 flex-col">
+                    <div className="flex items-center justify-between">
+                      <FormLabel>Function body</FormLabel>
+                      <ComputedColumnHelp />
+                    </div>
+                    <FormControl className="min-h-0 flex-1">
+                      <div className="relative h-[400px]">
+                        <CodeMirrorFormField
+                          field={field}
+                          completions={completions}
+                          placeholder={defaultFunctionBody}
+                        />
+                      </div>
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              {/* Action Buttons */}
+              <div className="flex gap-2">
+                {selectedColumnId && (
+                  <Button
+                    type="button"
+                    variant="outline"
+                    size="sm"
+                    onClick={handleCancelEdit}
+                    className="flex items-center gap-2"
+                    disabled={!form.formState.isDirty}
+                  >
+                    Cancel
+                  </Button>
+                )}
+
+                {selectedColumnId && (
+                  <Button
+                    type="button"
+                    variant="outline"
+                    size="sm"
+                    onClick={() => handleDeleteColumn(selectedColumnId)}
+                    className="flex items-center gap-2 text-destructive hover:bg-destructive/10 hover:text-destructive"
+                  >
+                    <Trash2 className="h-4 w-4" />
+                    Delete
+                  </Button>
+                )}
+
+                <Button
+                  type="submit"
+                  variant="default"
+                  size="sm"
+                  disabled={
+                    isSubmitting ||
+                    !form.formState.isValid ||
+                    !form.formState.isDirty
+                  }
+                  className="flex items-center gap-2"
+                >
+                  <Save className="h-4 w-4" />
+                  {isSubmitting ? "Saving..." : "Save"}
+                </Button>
+              </div>
+            </form>
+          </Form>
+        </div>
+      </div>
+    </div>
+  );
+}
diff --git a/packages/app/src/components/data/templates/templates-modal.tsx b/packages/app/src/components/data/templates/templates-modal.tsx
index 84c69753..5ad1b435 100644
--- a/packages/app/src/components/data/templates/templates-modal.tsx
+++ b/packages/app/src/components/data/templates/templates-modal.tsx
@@ -115,6 +115,7 @@ export function TemplatesModal({
         ? selectedTemplate.plotDefinition || undefined
         : undefined,
       folderId: undefined,
+      queryCustomColumns: selectedTemplate.queryCustomColumns,
     });
 
     toast.success(
@@ -252,7 +253,7 @@ export function TemplatesModal({
                 <ul className="ml-6 space-y-1 text-sm text-muted-foreground">
                   <li>• All configuration settings from the template</li>
                   <li>• Custom name and description</li>
-                  <li>• No data source (you'll need to select one)</li>
+
                   {selectedTemplate.isPlot && (
                     <li>• Plot type and visualization settings</li>
                   )}
diff --git a/packages/app/src/db/crud/query.ts b/packages/app/src/db/crud/query.ts
index 18148ca9..b1fc4496 100644
--- a/packages/app/src/db/crud/query.ts
+++ b/packages/app/src/db/crud/query.ts
@@ -1,7 +1,13 @@
 import { eq, and, isNull } from "drizzle-orm";
 
 import { db } from "..";
-import { query, Query, QueryInsert } from "@common/db/schema/query";
+import {
+  query,
+  Query,
+  QueryInsert,
+  ComputedColumn,
+} from "@common/db/schema/query";
+import { nanoId } from "@common/db/schema/common";
 
 export async function readQueries(projectId: string) {
   return await db
@@ -109,3 +115,89 @@ export async function readQueryForProject(
 
   return selectedQuery;
 }
+
+export async function addComputedColumn(
+  queryId: string,
+  newComputedColumn: Omit<ComputedColumn, "id">,
+): Promise<ComputedColumn> {
+  const existing = await readQuery(queryId);
+  if (!existing) {
+    throw new Error("Query not found");
+  }
+
+  const id = nanoId();
+
+  const updatedComputedColumns = [
+    ...(existing.computedColumns ?? []),
+    { ...newComputedColumn, id },
+  ];
+
+  const [updated] = await db
+    .update(query)
+    .set({ computedColumns: updatedComputedColumns })
+    .where(eq(query.id, queryId))
+    .returning();
+
+  const createdComputedColumn = updated.computedColumns.find(
+    (col) => col.id === id,
+  );
+
+  if (!createdComputedColumn) {
+    throw new Error("Computed column not found");
+  }
+
+  return createdComputedColumn;
+}
+
+export async function updateComputedColumn(
+  queryId: string,
+  columnId: string,
+  updatedColumn: Omit<ComputedColumn, "id">,
+): Promise<ComputedColumn> {
+  const existing = await readQuery(queryId);
+  if (!existing) {
+    throw new Error("Query not found");
+  }
+
+  const updatedComputedColumns = (existing.computedColumns ?? []).map((col) =>
+    col.id === columnId ? { ...updatedColumn, id: col.id } : col,
+  );
+
+  const [updated] = await db
+    .update(query)
+    .set({ computedColumns: updatedComputedColumns })
+    .where(eq(query.id, queryId))
+    .returning();
+
+  const updatedComputedColumn = updated.computedColumns.find(
+    (col) => col.id === columnId,
+  );
+
+  if (!updatedComputedColumn) {
+    throw new Error("Computed column not found");
+  }
+
+  return updatedComputedColumn;
+}
+
+export async function deleteComputedColumn(
+  queryId: string,
+  columnId: string,
+): Promise<Query> {
+  const existing = await readQuery(queryId);
+  if (!existing) {
+    throw new Error("Query not found");
+  }
+
+  const updatedComputedColumns = (existing.computedColumns ?? []).filter(
+    (col) => col.id !== columnId,
+  );
+
+  const [updated] = await db
+    .update(query)
+    .set({ computedColumns: updatedComputedColumns })
+    .where(eq(query.id, queryId))
+    .returning();
+
+  return updated;
+}
diff --git a/packages/app/src/db/crud/template.ts b/packages/app/src/db/crud/template.ts
index b253ce49..6d7d1bab 100644
--- a/packages/app/src/db/crud/template.ts
+++ b/packages/app/src/db/crud/template.ts
@@ -160,6 +160,7 @@ export async function readTemplatesWithSearchAndFilters(
       description: template.description,
       isPlot: template.isPlot,
       scope: template.scope,
+      queryCustomColumns: template.queryCustomColumns,
       // Owner information
       ownerFirstName: user.firstName,
       ownerLastName: user.lastName,
diff --git a/packages/app/src/hooks/queries/use-query-data.tsx b/packages/app/src/hooks/queries/use-query-data.tsx
index 5dc016d7..8fb55d44 100644
--- a/packages/app/src/hooks/queries/use-query-data.tsx
+++ b/packages/app/src/hooks/queries/use-query-data.tsx
@@ -1,12 +1,15 @@
 "use client";
+
 import { useQuery } from "@tanstack/react-query";
-import { Query } from "@common/db/schema/query";
+import { Query, ComputedColumn } from "@common/db/schema/query";
+import { useMemo } from "react";
 
-type TableData = Record<string, string | number | boolean | null>;
+export type TableData = Record<string, string | number | boolean | null>;
 
 type QueryDataResponse = {
   rows: TableData[];
   rowCount: number;
+  computedColumns: ComputedColumn[];
 };
 
 interface QueryDataParams {
@@ -33,9 +36,113 @@ export function getQueryDataQueryKey(
     params.limit,
     params.zoneIds,
     params.query.definition,
+    params.query.computedColumns, // Include computed columns in query key
   ];
 }
 
+/**
+ * Function to evaluate computed columns on the client side
+ */
+export function evaluateComputedColumns(
+  rows: TableData[],
+  computedColumns: ComputedColumn[],
+): TableData[] {
+  if (!computedColumns || computedColumns.length === 0) {
+    return rows;
+  }
+
+  return rows.map((row) => {
+    const newRow = { ...row };
+
+    computedColumns.forEach((computedCol) => {
+      try {
+        // Skip if function body is empty or invalid
+        if (
+          !computedCol.functionBody ||
+          typeof computedCol.functionBody !== "string"
+        ) {
+          newRow[computedCol.name] = null;
+          return;
+        }
+
+        // Extract column names from the function body that might be referenced
+        const columnRegex = /\b([a-zA-Z_][a-zA-Z0-9_]*)\b/g;
+        const detectedColumns = new Set<string>();
+        let match;
+
+        while ((match = columnRegex.exec(computedCol.functionBody)) !== null) {
+          const columnName = match[1];
+          // Skip JavaScript keywords and common words
+          const jsKeywords = [
+            "function",
+            "return",
+            "if",
+            "else",
+            "for",
+            "while",
+            "var",
+            "let",
+            "const",
+            "true",
+            "false",
+            "null",
+            "undefined",
+            "Math",
+            "parseFloat",
+            "parseInt",
+            "Number",
+            "String",
+            "Boolean",
+          ];
+          if (
+            !jsKeywords.includes(columnName) &&
+            !columnName.startsWith("row.")
+          ) {
+            detectedColumns.add(columnName);
+          }
+        }
+
+        // Create a processed function body that references row properties
+        let processedBody = computedCol.functionBody;
+        const availableColumns = Object.keys(row);
+
+        // Replace column names with row access
+        detectedColumns.forEach((columnName) => {
+          if (availableColumns.includes(columnName)) {
+            const regex = new RegExp(`\\b${columnName}\\b`, "g");
+            processedBody = processedBody.replace(regex, `row.${columnName}`);
+          }
+        });
+
+        // Add safety check to ensure row is accessible
+        if (!processedBody.trim()) {
+          newRow[computedCol.name] = null;
+          return;
+        }
+
+        // Create a safe evaluation environment on the client side
+        const computeFunction = new Function("row", processedBody);
+        const result = computeFunction(row);
+
+        // Ensure the result is a valid value
+        if (result === undefined || result === null) {
+          newRow[computedCol.name] = null;
+        } else {
+          newRow[computedCol.name] = result;
+        }
+      } catch (error) {
+        // If computation fails, set to null and log error
+        console.error(`Error computing column ${computedCol.name}:`, error);
+        console.error(`Function body: ${computedCol.functionBody}`);
+        console.error("Row data:", row);
+        newRow[computedCol.name] = null;
+      }
+    });
+
+    return newRow;
+  });
+}
+
 /**
  * Fetch function that can be extracted for server component use as well
  */
@@ -96,7 +203,7 @@ export function useQueryData(
     zoneIds,
   };
 
-  return useQuery({
+  const queryResult = useQuery({
     queryKey: getQueryDataQueryKey(params),
     queryFn: () => fetchQueryData(params),
     staleTime: 1000 * 60 * 5, // 5 minutes
@@ -107,4 +214,25 @@ export function useQueryData(
     refetchOnMount: false,
     refetchOnReconnect: false,
   });
+
+  // Process computed columns on the client side
+  const processedData = useMemo(() => {
+    if (!queryResult.data) {
+      return queryResult.data;
+    }
+
+    const { rows, rowCount, computedColumns } = queryResult.data;
+    const processedRows = evaluateComputedColumns(rows, computedColumns);
+
+    return {
+      rows: processedRows,
+      rowCount,
+      computedColumns,
+    };
+  }, [queryResult.data]);
+
+  return {
+    ...queryResult,
+    data: processedData,
+  };
 }
diff --git a/packages/app/src/hooks/use-debounced-value.ts b/packages/app/src/hooks/use-debounced-value.ts
new file mode 100644
index 00000000..8d2d042c
--- /dev/null
+++ b/packages/app/src/hooks/use-debounced-value.ts
@@ -0,0 +1,12 @@
+import { useEffect, useState } from "react";
+
+export function useDebouncedValue<T>(value: T, delay: number): T {
+  const [debouncedValue, setDebouncedValue] = useState(value);
+
+  useEffect(() => {
+    const handler = setTimeout(() => setDebouncedValue(value), delay);
+    return () => clearTimeout(handler);
+  }, [value, delay]);
+
+  return debouncedValue;
+}
diff --git a/packages/app/src/lib/dal/plots.ts b/packages/app/src/lib/dal/plots.ts
index d087748b..390d2688 100644
--- a/packages/app/src/lib/dal/plots.ts
+++ b/packages/app/src/lib/dal/plots.ts
@@ -77,6 +77,7 @@ export function getColumnsForPlot(
 ): {
   id: string;
   name: string;
+  label: string;
   table: string;
 }[] {
   if (!plot.definition?.dataSource) {
@@ -88,13 +89,36 @@ export function getColumnsForPlot(
   if (dataSource.isQuery === true) {
     const query = queries.find((table) => table.id === dataSource.queryId);
     if (query && query.definition) {
-      return Object.entries(query.definition).flatMap(([tableName, def]) =>
-        def.columns.map((column) => ({
-          id: column,
-          name: column,
-          table: tableName,
-        })),
+      // Get regular columns from query definition
+      const regularColumns = Object.entries(query.definition).flatMap(
+        ([tableName, def]) =>
+          def.columns.map((column) => {
+            const table = schemaConfig.find(
+              (table) => table.dbName === tableName,
+            );
+            const colInSchema = table?.columns.find(
+              (col) => col.dbName === column,
+            );
+
+            return {
+              id: column,
+              name: colInSchema?.nameCamelCase ?? column,
+              label: colInSchema?.label ?? column,
+              table: tableName,
+            };
+          }),
       );
+
+      // Get computed columns
+      const computedColumns = (query.computedColumns || []).map((col) => ({
+        id: col.id,
+        name: col.name,
+        label: col.name,
+        table: "Computed", // Special table name for computed columns
+      }));
+
+      // Combine regular and computed columns
+      return [...regularColumns, ...computedColumns];
     }
   } else if (dataSource.isQuery === false) {
     const table = schemaConfig.find(
@@ -103,7 +127,8 @@ export function getColumnsForPlot(
     if (table) {
       return table.columns.map((column) => ({
         id: column.dbName,
-        name: column.label,
+        name: column.nameCamelCase,
+        label: column.label,
         table: table.dbName,
       }));
     }
diff --git a/packages/common/drizzle/0012_great_white_tiger.sql b/packages/common/drizzle/0012_great_white_tiger.sql
new file mode 100644
index 00000000..cf94b25f
--- /dev/null
+++ b/packages/common/drizzle/0012_great_white_tiger.sql
@@ -0,0 +1 @@
+ALTER TABLE "custom_table" ADD COLUMN "computed_columns" jsonb DEFAULT '[]'::jsonb NOT NULL;
\ No newline at end of file
diff --git a/packages/common/drizzle/0013_shiny_risque.sql b/packages/common/drizzle/0013_shiny_risque.sql
new file mode 100644
index 00000000..2f126f2c
--- /dev/null
+++ b/packages/common/drizzle/0013_shiny_risque.sql
@@ -0,0 +1 @@
+ALTER TABLE "template" ADD COLUMN "query_custom_columns" jsonb DEFAULT '[]'::jsonb NOT NULL;
\ No newline at end of file
diff --git a/packages/common/drizzle/meta/0012_snapshot.json b/packages/common/drizzle/meta/0012_snapshot.json
new file mode 100644
index 00000000..76cc8103
--- /dev/null
+++ b/packages/common/drizzle/meta/0012_snapshot.json
@@ -0,0 +1,26241 @@
+{
+  "id": "b5fe3590-29cf-484b-8faf-83c102d5b1f9",
+  "prevId": "38f70cb1-e710-4e09-9a1c-4e262f7cb948",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.abbreviation": {
+      "name": "abbreviation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "code": {
+          "name": "code",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "abbreviation_collection_id": {
+          "name": "abbreviation_collection_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "color": {
+          "name": "color",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "abbreviation_abbreviation_collection_id_abbreviation_collection_id_fk": {
+          "name": "abbreviation_abbreviation_collection_id_abbreviation_collection_id_fk",
+          "tableFrom": "abbreviation",
+          "tableTo": "abbreviation_collection",
+          "columnsFrom": [
+            "abbreviation_collection_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_abbr": {
+          "name": "unique_abbr",
+          "nullsNotDistinct": false,
+          "columns": [
+            "code",
+            "abbreviation_collection_id"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.abbreviation_collection": {
+      "name": "abbreviation_collection",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "column": {
+          "name": "column",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "table": {
+          "name": "table",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "abbreviation_collection_project_id_project_id_fk": {
+          "name": "abbreviation_collection_project_id_project_id_fk",
+          "tableFrom": "abbreviation_collection",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_abbr_collection": {
+          "name": "unique_abbr_collection",
+          "nullsNotDistinct": false,
+          "columns": [
+            "project_id",
+            "column",
+            "table"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.cross_section": {
+      "name": "cross_section",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "geometry": {
+          "name": "geometry",
+          "type": "geometry(Polygon, 4326)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "centerline": {
+          "name": "centerline",
+          "type": "geometry(LineString, 4326)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "cross_section_project_id_project_id_fk": {
+          "name": "cross_section_project_id_project_id_fk",
+          "tableFrom": "cross_section",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.folder": {
+      "name": "folder",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_folder_id": {
+          "name": "parent_folder_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'customTable'"
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "folder_project_id_project_id_fk": {
+          "name": "folder_project_id_project_id_fk",
+          "tableFrom": "folder",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "folder_parent_folder_id_folder_id_fk": {
+          "name": "folder_parent_folder_id_folder_id_fk",
+          "tableFrom": "folder",
+          "tableTo": "folder",
+          "columnsFrom": [
+            "parent_folder_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.ags_file_upload": {
+      "name": "ags_file_upload",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "ags_import_id": {
+          "name": "ags_import_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "validated_data_blob_key": {
+          "name": "validated_data_blob_key",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "file_name": {
+          "name": "file_name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "file_url": {
+          "name": "file_url",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "file_url_in_progress": {
+          "name": "file_url_in_progress",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "file_size": {
+          "name": "file_size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "ags_file_upload_ags_import_id_ags_import_id_fk": {
+          "name": "ags_file_upload_ags_import_id_ags_import_id_fk",
+          "tableFrom": "ags_file_upload",
+          "tableTo": "ags_import",
+          "columnsFrom": [
+            "ags_import_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.ags_import": {
+      "name": "ags_import",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ags_dictionary_version": {
+          "name": "ags_dictionary_version",
+          "type": "ags_dictionary_version",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ags_validation_status": {
+          "name": "ags_validation_status",
+          "type": "ags_validation_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "changes_calculation_status": {
+          "name": "changes_calculation_status",
+          "type": "changes_calculation_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "import_summary": {
+          "name": "import_summary",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "varchar(1000)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "ags_import_project_id_project_id_fk": {
+          "name": "ags_import_project_id_project_id_fk",
+          "tableFrom": "ags_import",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.excel_import": {
+      "name": "excel_import",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "kind": {
+          "name": "kind",
+          "type": "excel_import_kind",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "varchar(1000)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "extracted_data": {
+          "name": "extracted_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "summary": {
+          "name": "summary",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "excel_import_project_id_project_id_fk": {
+          "name": "excel_import_project_id_project_id_fk",
+          "tableFrom": "excel_import",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.excel_import_file": {
+      "name": "excel_import_file",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "excel_import_id": {
+          "name": "excel_import_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "file_name": {
+          "name": "file_name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "file_size": {
+          "name": "file_size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mapping": {
+          "name": "mapping",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "blob_key": {
+          "name": "blob_key",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "excel_import_file_excel_import_id_excel_import_id_fk": {
+          "name": "excel_import_file_excel_import_id_excel_import_id_fk",
+          "tableFrom": "excel_import_file",
+          "tableTo": "excel_import",
+          "columnsFrom": [
+            "excel_import_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.plot": {
+      "name": "plot",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "project_id": {
+          "name": "project_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_query_id": {
+          "name": "source_query_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "definition": {
+          "name": "definition",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "plot_project_id_project_id_fk": {
+          "name": "plot_project_id_project_id_fk",
+          "tableFrom": "plot",
+          "tableTo": "project",
+          "columnsFrom": [
+            "project_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "plot_folder_id_folder_id_fk": {
+          "name": "plot_folder_id_folder_id_fk",
+          "tableFrom": "plot",
+          "tableTo": "folder",
+          "columnsFrom": [
+            "folder_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "plot_source_query_id_custom_table_id_fk": {
+          "name": "plot_source_query_id_custom_table_id_fk",
+          "tableFrom": "plot",
+          "tableTo": "custom_table",
+          "columnsFrom": [
+            "source_query_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.project": {
+      "name": "project",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "srid": {
+          "name": "srid",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 4326
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "base_pore_water_pressure": {
+          "name": "base_pore_water_pressure",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "mid_height_pore_water_pressure": {
+          "name": "mid_height_pore_water_pressure",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pore_pressure_ratio": {
+          "name": "pore_pressure_ratio",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_axial_strain": {
+          "name": "external_axial_strain",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "volumetric_strain": {
+          "name": "volumetric_strain",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "principal_stress_difference": {
+          "name": "principal_stress_difference",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "mean_effective_stress": {
+          "name": "mean_effective_stress",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "minor_principal_stress_sigma_3": {
+          "name": "minor_principal_stress_sigma_3",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "major_principal_stress_sigma_1": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "shear_modulus": {
+          "name": "shear_modulus",
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "damping": {
+          "name": "damping",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
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+          "type": "timestamp (3)",
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+          "default": "now()"
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+          "notNull": false
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "normalised_shear_modulus_by_maximum_shear_modulus": {
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+          "notNull": false
+        },
+        "slippage_ratio": {
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+          "notNull": false
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+          "notNull": true,
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "resonant_column_test_data_id": {
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+          "primaryKey": false,
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+          "primaryKey": false,
+          "notNull": false
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+          "notNull": false
+        },
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+          "primaryKey": false,
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+          "primaryKey": false,
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+          "primaryKey": false,
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_specimen_height": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "type": "varchar",
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+          "notNull": false
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+          "notNull": false
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_dry_density": {
+          "name": "initial_dry_density",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "minimum_dry_density_for_sand": {
+          "name": "minimum_dry_density_for_sand",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "maximum_dry_density_for_sand": {
+          "name": "maximum_dry_density_for_sand",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_relative_density_index": {
+          "name": "initial_relative_density_index",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_void_ratio": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_degree_of_saturation": {
+          "name": "initial_degree_of_saturation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
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+          "primaryKey": false,
+          "notNull": false
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deviation_from_the_specified_procedure": {
+          "name": "deviation_from_the_specified_procedure",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remarks": {
+          "name": "remarks",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_method": {
+          "name": "test_method",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+        "accrediting_body_and_reference_number_when_appropriate": {
+          "name": "accrediting_body_and_reference_number_when_appropriate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "test_status",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "associated_file_reference": {
+          "name": "associated_file_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
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+          "columnsTo": [
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+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "resonant_column_test_general_orientation_of_specimen_abbreviation_id_fk": {
+          "name": "resonant_column_test_general_orientation_of_specimen_abbreviation_id_fk",
+          "tableFrom": "resonant_column_test_general",
+          "tableTo": "abbreviation",
+          "columnsFrom": [
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+          "columnsTo": [
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+          "onUpdate": "no action"
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+        "resonant_column_test_general_sample_information_id_sample_information_id_fk": {
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+          "tableFrom": "resonant_column_test_general",
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+            "specimen_reference",
+            "depth_to_top_of_test_specimen"
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "columns": {
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+          "primaryKey": false,
+          "notNull": false
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+          "type": "double precision",
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+          "notNull": false
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_base_porewater_pressure": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_axial_strain": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_water_content": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_bulk_density": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_dry_density": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "final_voids_ratio",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_degree_of_saturation": {
+          "name": "final_degree_of_saturation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_b_value": {
+          "name": "final_b_value",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
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+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "resonant_column_test_general_id": {
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+          "notNull": true
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+          "tableFrom": "resonant_column_test_saturation",
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+          "onDelete": "cascade",
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+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_resonant_column_test_saturation": {
+          "name": "unique_resonant_column_test_saturation",
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+            "resonant_column_test_general_id",
+            "test_stage_number"
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "columns": {
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+          "notNull": false
+        },
+        "casing_internal_diameter_as_reported_by_drillers": {
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+          "notNull": false
+        },
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "details_of_weather_and_environmental_conditions_during_test": {
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+          "notNull": false
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+          "notNull": false
+        },
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+          "notNull": false
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+          "notNull": false
+        },
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+          "notNull": false
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+          "notNull": false
+        },
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+          "notNull": true
+        }
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "tool_used"
+          ],
+          "columnsTo": [
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+        "wireline_geophysics_general_location_details_id_location_details_id_fk": {
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+          "tableTo": "location_details",
+          "columnsFrom": [
+            "location_details_id"
+          ],
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+          "name": "unique_wireline_geophysics_general",
+          "nullsNotDistinct": false,
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+            "test_reference",
+            "tool_used"
+          ]
+        }
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.wireline_geophysics_readings": {
+      "name": "wireline_geophysics_readings",
+      "schema": "",
+      "columns": {
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+          "type": "varchar(21)",
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+          "notNull": true
+        },
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_result_units": {
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+          "type": "varchar",
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+          "notNull": true
+        },
+        "depth_of_reading": {
+          "name": "depth_of_reading",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "reading": {
+          "name": "reading",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "borehole_casing_details_at_depth_of_reading": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "notNull": true
+        }
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+          "columns": [
+            {
+              "expression": "parameter_recorded_by_tool_wgpg_tool",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "asc": true,
+              "nulls": "last"
+            }
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+          "tableTo": "abbreviation",
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+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "wireline_geophysics_readings_borehole_casing_details_at_depth_of_reading_abbreviation_id_fk": {
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+          "tableTo": "abbreviation",
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+            "borehole_casing_details_at_depth_of_reading"
+          ],
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+          "onUpdate": "no action"
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+        "wireline_geophysics_readings_wireline_geophysics_general_id_wireline_geophysics_general_id_fk": {
+          "name": "wireline_geophysics_readings_wireline_geophysics_general_id_wireline_geophysics_general_id_fk",
+          "tableFrom": "wireline_geophysics_readings",
+          "tableTo": "wireline_geophysics_general",
+          "columnsFrom": [
+            "wireline_geophysics_general_id"
+          ],
+          "columnsTo": [
+            "id"
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+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_wireline_geophysics_readings": {
+          "name": "unique_wireline_geophysics_readings",
+          "nullsNotDistinct": false,
+          "columns": [
+            "wireline_geophysics_general_id",
+            "parameter_recorded_by_tool_wgpg_tool",
+            "test_result_units",
+            "depth_of_reading"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
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+      "schema": "public",
+      "values": [
+        "v4_0_3",
+        "v4_0_4",
+        "v4_1",
+        "v4_1_1"
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+    },
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+      "name": "ags_import_status",
+      "schema": "public",
+      "values": [
+        "not_started",
+        "completed"
+      ]
+    },
+    "public.ags_validation_status": {
+      "name": "ags_validation_status",
+      "schema": "public",
+      "values": [
+        "not_started",
+        "started",
+        "completed"
+      ]
+    },
+    "public.changes_calculation_status": {
+      "name": "changes_calculation_status",
+      "schema": "public",
+      "values": [
+        "not_started",
+        "completed"
+      ]
+    },
+    "public.excel_import_kind": {
+      "name": "excel_import_kind",
+      "schema": "public",
+      "values": [
+        "excel",
+        "csv"
+      ]
+    },
+    "public.invitation_status": {
+      "name": "invitation_status",
+      "schema": "public",
+      "values": [
+        "PENDING",
+        "ACCEPTED",
+        "DECLINED",
+        "EXPIRED"
+      ]
+    },
+    "public.project_role": {
+      "name": "project_role",
+      "schema": "public",
+      "values": [
+        "OWNER",
+        "CONTRIBUTOR",
+        "VIEWER"
+      ]
+    },
+    "public.scope": {
+      "name": "scope",
+      "schema": "public",
+      "values": [
+        "public",
+        "private"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/packages/common/drizzle/meta/0013_snapshot.json b/packages/common/drizzle/meta/0013_snapshot.json
new file mode 100644
index 00000000..e652a9ca
--- /dev/null
+++ b/packages/common/drizzle/meta/0013_snapshot.json
@@ -0,0 +1,26248 @@
+{
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+        },
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+          "name": "reporting_detection_limit",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "method_detection_limit",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "quantification_limit",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "unit_of_detection_quantification_limits",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "notNull": false
+        },
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+          "name": "tentatively_identified_compound_tic_retention_time",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "notNull": false
+        },
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+          "notNull": false
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+          "type": "varchar",
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+          "notNull": false
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+          "name": "analysis_date_and_time_date",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "notNull": false
+        },
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+          "notNull": false
+        },
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+          "name": "analysis_location",
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+          "notNull": false
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+          "name": "basis",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "dilution_factor",
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+          "notNull": false
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+          "notNull": false
+        },
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+          "type": "varchar",
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+          "notNull": false
+        },
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+          "type": "varchar",
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+          "notNull": false
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+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
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+          "name": "idx_environmental_contaminant_testing_abbr",
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+              "expression": "chemical_code",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "asc": true,
+              "nulls": "last"
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+            {
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "asc": true,
+              "nulls": "last"
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+            {
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+              "asc": true,
+              "nulls": "last"
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+            {
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "chemical_code"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
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+        "environmental_contaminant_testing_laboratory_test_matrix_abbreviation_id_fk": {
+          "name": "environmental_contaminant_testing_laboratory_test_matrix_abbreviation_id_fk",
+          "tableFrom": "environmental_contaminant_testing",
+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "laboratory_test_matrix"
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+          "columnsTo": [
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+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
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+          "name": "environmental_contaminant_testing_run_type_initial_or_reanalysis_abbreviation_id_fk",
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "run_type_initial_or_reanalysis"
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+          "columnsTo": [
+            "id"
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+          "onDelete": "no action",
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "result_type"
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+          "columnsTo": [
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "analysis_location"
+          ],
+          "columnsTo": [
+            "id"
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+          "onDelete": "no action",
+          "onUpdate": "no action"
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+        "environmental_contaminant_testing_basis_abbreviation_id_fk": {
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "basis"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
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+          "name": "environmental_contaminant_testing_sample_information_id_sample_information_id_fk",
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+          "tableTo": "sample_information",
+          "columnsFrom": [
+            "sample_information_id"
+          ],
+          "columnsTo": [
+            "id"
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+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
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+            "depth_to_top_of_test_specimen",
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+      "isRLSEnabled": false
+    },
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+          "default": "now()"
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+            "location_details_id",
+            "depth_to_top_of_detail_description",
+            "depth_to_base_of_detail_description"
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+      "checkConstraints": {},
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+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
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+          "name": "specimen_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+          "notNull": false
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+          "notNull": false
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+          "notNull": false
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+          "name": "specimen_diameter",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_length": {
+          "name": "specimen_length",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sample_condition": {
+          "name": "sample_condition",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_bulk_density": {
+          "name": "initial_bulk_density",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "initial_dry_density",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_water_moisture_content": {
+          "name": "initial_water_moisture_content",
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+          "notNull": false
+        },
+        "suction_value": {
+          "name": "suction_value",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remarks": {
+          "name": "remarks",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_method": {
+          "name": "test_method",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name_of_testing_laboratory_organization": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "test_status",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_base_of_specimen": {
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+          "name": "createdAt",
+          "type": "timestamp (3)",
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+          "notNull": true,
+          "default": "now()"
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+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
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+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "sample_condition"
+          ],
+          "columnsTo": [
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+          "onUpdate": "no action"
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+          "tableFrom": "suction_tests",
+          "tableTo": "sample_information",
+          "columnsFrom": [
+            "sample_information_id"
+          ],
+          "columnsTo": [
+            "id"
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+      "compositePrimaryKeys": {},
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+          "name": "unique_suction_tests",
+          "nullsNotDistinct": false,
+          "columns": [
+            "sample_information_id",
+            "specimen_reference",
+            "depth_to_top_of_test_specimen"
+          ]
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+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
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+      "name": "swelling_index_testing",
+      "schema": "",
+      "columns": {
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+          "type": "varchar(21)",
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+          "notNull": true
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+          "name": "specimen_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "notNull": false
+        },
+        "specimen_description": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
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+          "notNull": false
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+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
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+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
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+          "primaryKey": false,
+          "notNull": false
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+        "specimen_diameter": {
+          "name": "specimen_diameter",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_thickness": {
+          "name": "specimen_thickness",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "initial_bulk_density": {
+          "name": "initial_bulk_density",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
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+          "name": "initial_dry_density",
+          "type": "integer",
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+          "notNull": false
+        },
+        "remarks": {
+          "name": "remarks",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_method": {
+          "name": "test_method",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "accrediting_body_and_reference_number_when_appropriate": {
+          "name": "accrediting_body_and_reference_number_when_appropriate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_status": {
+          "name": "test_status",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "associated_file_reference_e_g_test_result_sheets": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_base_of_specimen": {
+          "name": "depth_to_base_of_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deviation_from_the_specified_procedure": {
+          "name": "deviation_from_the_specified_procedure",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
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+          "name": "swelling_index_testing_sample_information_id_sample_information_id_fk",
+          "tableFrom": "swelling_index_testing",
+          "tableTo": "sample_information",
+          "columnsFrom": [
+            "sample_information_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_swelling_index_testing": {
+          "name": "unique_swelling_index_testing",
+          "nullsNotDistinct": false,
+          "columns": [
+            "sample_information_id",
+            "specimen_reference",
+            "depth_to_top_of_test_specimen"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.ten_per_cent_fines": {
+      "name": "ten_per_cent_fines",
+      "schema": "",
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+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
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+          "name": "specimen_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_top_of_test_specimen": {
+          "name": "depth_to_top_of_test_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_description": {
+          "name": "specimen_description",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "details_of_specimen_preparation_including_time_between_preparation_and_testing": {
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+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_reference": {
+          "name": "test_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ten_fines_values_on_dry_aggregate": {
+          "name": "ten_fines_values_on_dry_aggregate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ten_fines_values_on_wet_aggregate": {
+          "name": "ten_fines_values_on_wet_aggregate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remarks": {
+          "name": "remarks",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_method": {
+          "name": "test_method",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name_of_testing_laboratory_organization": {
+          "name": "name_of_testing_laboratory_organization",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "accrediting_body_and_reference_number_when_appropriate": {
+          "name": "accrediting_body_and_reference_number_when_appropriate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_status": {
+          "name": "test_status",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "associated_file_reference_e_g_test_result_sheets": {
+          "name": "associated_file_reference_e_g_test_result_sheets",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_base_of_specimen": {
+          "name": "depth_to_base_of_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deviation_from_the_specified_procedure": {
+          "name": "deviation_from_the_specified_procedure",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "ten_per_cent_fines_sample_information_id_sample_information_id_fk": {
+          "name": "ten_per_cent_fines_sample_information_id_sample_information_id_fk",
+          "tableFrom": "ten_per_cent_fines",
+          "tableTo": "sample_information",
+          "columnsFrom": [
+            "sample_information_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "unique_ten_per_cent_fines": {
+          "name": "unique_ten_per_cent_fines",
+          "nullsNotDistinct": false,
+          "columns": [
+            "sample_information_id",
+            "specimen_reference",
+            "depth_to_top_of_test_specimen"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.tensile_strength_testing": {
+      "name": "tensile_strength_testing",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "varchar(21)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "specimen_reference": {
+          "name": "specimen_reference",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_top_of_test_specimen": {
+          "name": "depth_to_top_of_test_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_description": {
+          "name": "specimen_description",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "details_of_specimen_preparation_including_time_between_preparation_and_testing": {
+          "name": "details_of_specimen_preparation_including_time_between_preparation_and_testing",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_diameter": {
+          "name": "specimen_diameter",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "specimen_thickness": {
+          "name": "specimen_thickness",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "water_content_of_test_specimen": {
+          "name": "water_content_of_test_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "condition_of_specimen_as_tested": {
+          "name": "condition_of_specimen_as_tested",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_duration": {
+          "name": "test_duration",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stress_rate": {
+          "name": "stress_rate",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tensile_strength": {
+          "name": "tensile_strength",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "mode_of_failure": {
+          "name": "mode_of_failure",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "testing_machine": {
+          "name": "testing_machine",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remarks": {
+          "name": "remarks",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_method": {
+          "name": "test_method",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name_of_testing_laboratory_organization": {
+          "name": "name_of_testing_laboratory_organization",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "accrediting_body_and_reference_number_when_appropriate": {
+          "name": "accrediting_body_and_reference_number_when_appropriate",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "test_status": {
+          "name": "test_status",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "associated_file_reference_e_g_test_result_sheets": {
+          "name": "associated_file_reference_e_g_test_result_sheets",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "depth_to_base_of_specimen": {
+          "name": "depth_to_base_of_specimen",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deviation_from_the_specified_procedure": {
+          "name": "deviation_from_the_specified_procedure",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp (3)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "sample_information_id": {
+          "name": "sample_information_id",
+          "type": "varchar",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "idx_tensile_strength_testing_abbr": {
+          "name": "idx_tensile_strength_testing_abbr",
+          "columns": [
+            {
+              "expression": "mode_of_failure",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "tensile_strength_testing_mode_of_failure_abbreviation_id_fk": {
+          "name": "tensile_strength_testing_mode_of_failure_abbreviation_id_fk",
+          "tableFrom": "tensile_strength_testing",
+          "tableTo": "abbreviation",
+          "columnsFrom": [
+            "mode_of_failure"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "tensile_strength_testing_sample_information_id_sample_information_id_fk": {
+          "name": "tensile_strength_testing_sample_information_id_sample_information_id_fk",
+          "tableFrom": "tensile_strength_testing",
+          "tableTo": "sample_information",
+          "columnsFrom": [
+            "sample_information_id"
+          ],
+          "columnsTo": [
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+      "name": "ags_validation_status",
+      "schema": "public",
+      "values": [
+        "not_started",
+        "started",
+        "completed"
+      ]
+    },
+    "public.changes_calculation_status": {
+      "name": "changes_calculation_status",
+      "schema": "public",
+      "values": [
+        "not_started",
+        "completed"
+      ]
+    },
+    "public.excel_import_kind": {
+      "name": "excel_import_kind",
+      "schema": "public",
+      "values": [
+        "excel",
+        "csv"
+      ]
+    },
+    "public.invitation_status": {
+      "name": "invitation_status",
+      "schema": "public",
+      "values": [
+        "PENDING",
+        "ACCEPTED",
+        "DECLINED",
+        "EXPIRED"
+      ]
+    },
+    "public.project_role": {
+      "name": "project_role",
+      "schema": "public",
+      "values": [
+        "OWNER",
+        "CONTRIBUTOR",
+        "VIEWER"
+      ]
+    },
+    "public.scope": {
+      "name": "scope",
+      "schema": "public",
+      "values": [
+        "public",
+        "private"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/packages/common/drizzle/meta/_journal.json b/packages/common/drizzle/meta/_journal.json
index 9a9fd00e..cb476d2c 100644
--- a/packages/common/drizzle/meta/_journal.json
+++ b/packages/common/drizzle/meta/_journal.json
@@ -85,6 +85,20 @@
       "when": 1755186301694,
       "tag": "0011_colossal_doorman",
       "breakpoints": true
+    },
+    {
+      "idx": 12,
+      "version": "7",
+      "when": 1756239983420,
+      "tag": "0012_great_white_tiger",
+      "breakpoints": true
+    },
+    {
+      "idx": 13,
+      "version": "7",
+      "when": 1756393758856,
+      "tag": "0013_shiny_risque",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/packages/common/src/db/schema/common.ts b/packages/common/src/db/schema/common.ts
index 9b8a2e8e..a1ae76bd 100644
--- a/packages/common/src/db/schema/common.ts
+++ b/packages/common/src/db/schema/common.ts
@@ -36,12 +36,12 @@ export const polygon = customType<{ data: Coordinate[][]; driverData: string }>(
     },
     fromDriver(data: string) {
       const geoJson = Geometry.parse(
-        Buffer.from(data, "hex"),
+        Buffer.from(data, "hex")
       ).toGeoJSON() as GeoJsonPolygon;
 
       return geoJson.coordinates;
     },
-  },
+  }
 );
 
 export const linestring = customType<{
@@ -59,7 +59,7 @@ export const linestring = customType<{
   },
   fromDriver(data: string) {
     const geoJson = Geometry.parse(
-      Buffer.from(data, "hex"),
+      Buffer.from(data, "hex")
     ).toGeoJSON() as GeoJsonLineString;
 
     return geoJson.coordinates;
@@ -68,13 +68,14 @@ export const linestring = customType<{
 export const schemaConfig = schemaConfigAsset as GroupConfig[];
 
 const schemaConfigMap = new Map(
-  schemaConfig.map((config) => [config.dbName, config]),
+  schemaConfig.map((config) => [config.dbName, config])
 );
 
 export function getTableConfig(dbName: TableName) {
   return schemaConfigMap.get(dbName);
 }
 
+export const nanoId = customAlphabet(NANOID_ALPHABET, NANOID_LENGTH);
 export function idColumn() {
   return varchar("id", { length: NANOID_LENGTH })
     .$defaultFn(() => customAlphabet(NANOID_ALPHABET, NANOID_LENGTH)())
@@ -82,7 +83,7 @@ export function idColumn() {
 }
 
 export function sanitizeDataForInsert<T extends Record<string, unknown>>(
-  data: T,
+  data: T
 ): Omit<T, "id" | "createdAt" | "updatedAt"> {
   if ("id" in data) {
     delete data.id;
diff --git a/packages/common/src/db/schema/query.ts b/packages/common/src/db/schema/query.ts
index 06dca3f5..824a1c2f 100644
--- a/packages/common/src/db/schema/query.ts
+++ b/packages/common/src/db/schema/query.ts
@@ -43,6 +43,12 @@ export type QueryDefinition = Partial<
   >
 >;
 
+export type ComputedColumn = {
+  id: string;
+  name: string;
+  functionBody: string;
+};
+
 export const query = pgTable("custom_table", {
   id: idColumn(),
   name: varchar("name").notNull(),
@@ -53,6 +59,10 @@ export const query = pgTable("custom_table", {
     onDelete: "set null",
   }),
   definition: jsonb("definition").$type<QueryDefinition>(),
+  computedColumns: jsonb("computed_columns")
+    .$type<ComputedColumn[]>()
+    .default([])
+    .notNull(),
   createdAt: createdAt(),
   updatedAt: updatedAt(),
 });
@@ -72,7 +82,7 @@ export type QueryInsert = typeof query.$inferInsert;
 // Type guard for foreign key configurations
 type ForeignKeyConfig = (typeof foreignKeys)[keyof typeof foreignKeys];
 function hasParentTable(
-  config: ForeignKeyConfig,
+  config: ForeignKeyConfig
 ): config is Extract<ForeignKeyConfig, { parentTable: string }> {
   return "parentTable" in config;
 }
@@ -95,7 +105,7 @@ export function getAncestorTables(tableName: TableName): TableName[] {
 // Helper function to find the common ancestor between two tables
 function findCommonAncestor(
   table1: TableName,
-  table2: TableName,
+  table2: TableName
 ): TableName | null {
   const table1Ancestors = [table1, ...getAncestorTables(table1)];
   const table2Ancestors = [table2, ...getAncestorTables(table2)];
@@ -112,7 +122,7 @@ function findCommonAncestor(
 // Check if two tables can be joined as siblings
 export function canJoinAsSiblings(
   table1: TableName,
-  table2: TableName,
+  table2: TableName
 ): boolean {
   // Tables cannot be siblings with themselves
   if (table1 === table2) return false;
@@ -150,7 +160,7 @@ export function canJoinTables(table1: TableName, table2: TableName): boolean {
 // Check if a table can be added to a set of existing tables
 export function canAddTable(
   newTable: TableName,
-  existingTables: TableName[],
+  existingTables: TableName[]
 ): boolean {
   // If no existing tables, any table can be added
   if (existingTables.length === 0) return true;
diff --git a/packages/common/src/db/schema/template.ts b/packages/common/src/db/schema/template.ts
index d343a886..5b60b71e 100644
--- a/packages/common/src/db/schema/template.ts
+++ b/packages/common/src/db/schema/template.ts
@@ -12,7 +12,7 @@ import { createdAt, idColumn, idReference, updatedAt } from "./common";
 
 import { user } from "./user";
 import { SQL, sql } from "drizzle-orm";
-import { QueryDefinition } from "./query";
+import { QueryDefinition, ComputedColumn } from "./query";
 import { PlotDefinition } from "./plot";
 import { TableName } from "./data";
 export const scope = pgEnum("scope", ["public", "private"]);
@@ -43,6 +43,10 @@ export const template = pgTable("template", {
     )`
   ),
   scope: scope("scope").notNull().default("private"),
+  queryCustomColumns: jsonb("query_custom_columns")
+    .$type<ComputedColumn[]>()
+    .default([])
+    .notNull(),
 });
 
 export const templateTag = pgTable("template_tag", {