From 97b92e1980c7b825b2643fe6a0210fd2677e75a3 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Fri, 22 Aug 2025 17:59:18 +0530
Subject: [PATCH 01/39] Added Databricks SQL Warehouses API actions

- Added create SQL warehouse action
- Added list SQL warehouses action
- Added get SQL warehouse action
- Added edit SQL warehouse action
- Added delete SQL warehouse action
- Added start/stop SQL warehouse actions
- Added get/set SQL warehouse config actions
- Added get/set SQL warehouse permissions actions

Implements 11 SQL Warehouses endpoints as discussed in the enhancement issue.
---
 .../create-sql-warehouse.mjs                  | 44 ++++++++++
 .../delete-sql-warehouse.mjs                  | 26 ++++++
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 32 ++++++++
 .../get-sql-warehouse-config.mjs              | 17 ++++
 .../get-sql-warehouse-permissions.mjs         | 26 ++++++
 .../get-sql-warehouse/get-sql-warehouse.mjs   | 26 ++++++
 .../list-sql-warehouses.mjs                   | 38 +++++++++
 .../set-sql-warehouse-config.mjs              | 26 ++++++
 .../set-sql-warehouse-permissions.mjs         | 32 ++++++++
 .../start-sql-warehouse.mjs                   | 26 ++++++
 .../stop-sql-warehouse/stop-sql-warehouse.mjs | 26 ++++++
 components/databricks/databricks.app.mjs      | 80 +++++++++++++++++++
 12 files changed, 399 insertions(+)
 create mode 100644 components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
 create mode 100644 components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
 create mode 100644 components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
 create mode 100644 components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
 create mode 100644 components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
 create mode 100644 components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
 create mode 100644 components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
 create mode 100644 components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
 create mode 100644 components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
 create mode 100644 components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
 create mode 100644 components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
new file mode 100644
index 0000000000000..bd54c5b887002
--- /dev/null
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -0,0 +1,44 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-create-sql-warehouse",
+  name: "Create SQL Warehouse",
+  description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/create)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    name: {
+      type: "string",
+      label: "Warehouse Name",
+      description: "A human-readable name for the warehouse",
+    },
+    clusterSize: {
+      type: "string",
+      label: "Cluster Size",
+      description: "Size of the cluster (e.g., `Small`, `Medium`, `Large`)",
+    },
+    autoStopMinutes: {
+      type: "integer",
+      label: "Auto Stop (minutes)",
+      description: "Number of minutes of inactivity before the warehouse auto-stops",
+      optional: true,
+      default: 10,
+    },
+  },
+  async run({ $ }) {
+    const payload = {
+      name: this.name,
+      cluster_size: this.clusterSize,
+      auto_stop_mins: this.autoStopMinutes,
+    };
+
+    const response = await this.databricks.createSQLWarehouse({
+      data: payload,
+      $,
+    });
+
+    $.export("$summary", `Successfully created SQL Warehouse: ${response?.name || this.name}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
new file mode 100644
index 0000000000000..91c5ff98a7865
--- /dev/null
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-delete-sql-warehouse",
+  name: "Delete SQL Warehouse",
+  description: "Deletes a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/delete)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to delete",
+    },
+  },
+  async run({ $ }) {
+    await this.databricks.deleteSQLWarehouse({
+      warehouseId: this.warehouseId,
+      $,
+    });
+
+    $.export("$summary", `Successfully deleted SQL Warehouse with ID ${this.warehouseId}`);
+    return { success: true };
+  },
+};
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
new file mode 100644
index 0000000000000..ad63557b96e51
--- /dev/null
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -0,0 +1,32 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-edit-sql-warehouse",
+  name: "Edit SQL Warehouse",
+  description: "Edits the configuration of an existing SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/edit)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to edit",
+    },
+    body: {
+      type: "object",
+      label: "Edit Configuration",
+      description: "The new configuration for the SQL Warehouse (JSON object). Example: `{ \"name\": \"Updated Warehouse\", \"cluster_size\": \"2X-Small\" }`",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.editSQLWarehouse({
+      warehouseId: this.warehouseId,
+      data: this.body,
+      $,
+    });
+
+    $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
new file mode 100644
index 0000000000000..c57ceedab62d9
--- /dev/null
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -0,0 +1,17 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-get-sql-warehouse-config",
+  name: "Get SQL Warehouse Config",
+  description: "Retrieves the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouse/get-config)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+  },
+  async run({ $ }) {
+    const response = await this.databricks.getSQLWarehouseConfig({ $ });
+    $.export("$summary", "Successfully retrieved SQL Warehouse configuration");
+    return response;
+  },
+};
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
new file mode 100644
index 0000000000000..331b3157ef15c
--- /dev/null
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-get-sql-warehouse-permissions",
+  name: "Get SQL Warehouse Permissions",
+  description: "Retrieves the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/get-permissions)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to fetch permissions for",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.getSQLWarehousePermissions({
+      warehouseId: this.warehouseId,
+      $,
+    });
+
+    $.export("$summary", `Retrieved permissions for SQL Warehouse ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
new file mode 100644
index 0000000000000..4fed49f0f8ac5
--- /dev/null
+++ b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-get-sql-warehouse",
+  name: "Get SQL Warehouse",
+  description: "Retrieves details for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/get)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to retrieve",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.getSQLWarehouse({
+      warehouseId: this.warehouseId,
+      $,
+    });
+
+    $.export("$summary", `Retrieved details for SQL Warehouse ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
new file mode 100644
index 0000000000000..28205283bd3e2
--- /dev/null
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -0,0 +1,38 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-list-sql-warehouses",
+  name: "List SQL Warehouses",
+  description: "Lists all SQL Warehouses available in the Databricks workspace. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/list)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    maxResults: {
+      type: "integer",
+      label: "Max Results",
+      description: "Maximum number of warehouses to return",
+      default: 50,
+      optional: true,
+    },
+  },
+  async run({ $ }) {
+    const params = {
+      limit: this.maxResults || 50,
+    };
+
+    const { warehouses } = await this.databricks.listSQLWarehouses({
+      params,
+      $,
+    });
+
+    if (!warehouses?.length) {
+      $.export("$summary", "No warehouses found.");
+      return [];
+    }
+
+    $.export("$summary", `Successfully retrieved ${warehouses.length} warehouse${warehouses.length === 1 ? "" : "s"}.`);
+
+    return warehouses;
+  },
+};
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
new file mode 100644
index 0000000000000..d7c38fd1094e8
--- /dev/null
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-set-sql-warehouse-config",
+  name: "Set SQL Warehouse Config",
+  description: "Updates the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouse/set-config)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    config: {
+      type: "object",
+      label: "Configuration",
+      description: "The configuration object for SQL Warehouses. Example: `{ \"enable_serverless_compute\": true }`",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.setSQLWarehouseConfig({
+      data: this.config,
+      $,
+    });
+
+    $.export("$summary", "Successfully updated SQL Warehouse configuration");
+    return response;
+  },
+};
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
new file mode 100644
index 0000000000000..2f1d664c96b58
--- /dev/null
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -0,0 +1,32 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-set-sql-warehouse-permissions",
+  name: "Set SQL Warehouse Permissions",
+  description: "Updates the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/set-permissions)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to update permissions for",
+    },
+    permissions: {
+      type: "object",
+      label: "Permissions",
+      description: "The permissions object. Example: `{ \"access_control_list\": [{ \"user_name\": \"alice@example.com\", \"permission_level\": \"CAN_MANAGE\" }] }`",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.setSQLWarehousePermissions({
+      warehouseId: this.warehouseId,
+      data: this.permissions,
+      $,
+    });
+
+    $.export("$summary", `Successfully updated permissions for SQL Warehouse ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
new file mode 100644
index 0000000000000..1765702cc5fee
--- /dev/null
+++ b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-start-sql-warehouse",
+  name: "Start SQL Warehouse",
+  description: "Starts a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/start)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to start",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.startSQLWarehouse({
+      warehouseId: this.warehouseId,
+      $,
+    });
+
+    $.export("$summary", `Successfully started SQL Warehouse with ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
new file mode 100644
index 0000000000000..58f227c2e8fdd
--- /dev/null
+++ b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
@@ -0,0 +1,26 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-stop-sql-warehouse",
+  name: "Stop SQL Warehouse",
+  description: "Stops a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/stop)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to stop",
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.stopSQLWarehouse({
+      warehouseId: this.warehouseId,
+      $,
+    });
+
+    $.export("$summary", `Successfully stopped SQL Warehouse with ID ${this.warehouseId}`);
+    return response;
+  },
+};
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 6daaf8eec3e84..76420a0d5bdc6 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -90,5 +90,85 @@ export default {
         ...args,
       });
     },
+    createSQLWarehouse(args = {}) {
+      return this._makeRequest({
+        path: "/sql/warehouses",
+        method: "POST",
+        ...args,
+      });
+    },
+    deleteSQLWarehouse({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/sql/warehouses/${warehouseId}`,
+        method: "DELETE",
+        ...args,
+      });
+    },
+    getSQLWarehouse({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/sql/warehouses/${warehouseId}`,
+        method: "GET",
+        ...args,
+      });
+    },
+    listSQLWarehouses(args = {}) {
+      return this._makeRequest({
+        path: "/sql/warehouses",
+        ...args,
+      });
+    },
+    editSQLWarehouse({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/sql/warehouses/${warehouseId}/edit`,
+        method: "POST",
+        ...args,
+      });
+    },
+    startSQLWarehouse({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/sql/warehouses/${warehouseId}/start`,
+        method: "POST",
+        ...args,
+      });
+    },
+
+    stopSQLWarehouse({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/sql/warehouses/${warehouseId}/stop`,
+        method: "POST",
+        ...args,
+      });
+    },
+    
+    getSQLWarehouseConfig(args = {}) {
+      return this._makeRequest({
+        path: "/sql/config/warehouses",
+        method: "GET",
+        ...args,
+      });
+    },
+
+    setSQLWarehouseConfig(args = {}) {
+      return this._makeRequest({
+        path: "/sql/config/warehouses",
+        method: "PUT",
+        ...args,
+      });
+    },
+    getSQLWarehousePermissions({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/permissions/warehouses/${warehouseId}`,
+        method: "GET",
+        ...args,
+      });
+    },
+
+    setSQLWarehousePermissions({ warehouseId, ...args }) {
+      return this._makeRequest({
+        path: `/permissions/warehouses/${warehouseId}`,
+        method: "PUT",
+        ...args,
+      });
+    }
   },
 };

From 5a697bdc0756f96e845394ce539faf6a3c138fd5 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Fri, 22 Aug 2025 22:07:05 +0530
Subject: [PATCH 02/39] Update Databricks SQL Warehouse docs URLs

---
 .../create-sql-warehouse.mjs                  |  2 +-
 .../delete-sql-warehouse.mjs                  |  2 +-
 .../edit-sql-warehouse/edit-sql-warehouse.mjs |  2 +-
 .../get-sql-warehouse-config.mjs              |  2 +-
 .../get-sql-warehouse-permissions.mjs         |  2 +-
 .../get-sql-warehouse/get-sql-warehouse.mjs   |  2 +-
 .../list-sql-warehouses.mjs                   |  2 +-
 .../set-sql-warehouse-config.mjs              |  2 +-
 .../set-sql-warehouse-permissions.mjs         | 23 ++++++++++++++-----
 .../start-sql-warehouse.mjs                   |  2 +-
 .../stop-sql-warehouse/stop-sql-warehouse.mjs |  2 +-
 11 files changed, 27 insertions(+), 16 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index bd54c5b887002..3cb6c11f6ad51 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-create-sql-warehouse",
   name: "Create SQL Warehouse",
-  description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/create)",
+  description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/create)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
index 91c5ff98a7865..87278c82a46ee 100644
--- a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-delete-sql-warehouse",
   name: "Delete SQL Warehouse",
-  description: "Deletes a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/delete)",
+  description: "Deletes a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/delete)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index ad63557b96e51..4cf5accf2493b 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-edit-sql-warehouse",
   name: "Edit SQL Warehouse",
-  description: "Edits the configuration of an existing SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/edit)",
+  description: "Edits the configuration of an existing SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/edit)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
index c57ceedab62d9..9b060a41ec54b 100644
--- a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-get-sql-warehouse-config",
   name: "Get SQL Warehouse Config",
-  description: "Retrieves the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouse/get-config)",
+  description: "Retrieves the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouses/getworkspacewarehouseconfig)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
index 331b3157ef15c..ebdad161fe477 100644
--- a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-get-sql-warehouse-permissions",
   name: "Get SQL Warehouse Permissions",
-  description: "Retrieves the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/get-permissions)",
+  description: "Retrieves the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/getpermissions)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
index 4fed49f0f8ac5..8e38fb468e43b 100644
--- a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
+++ b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-get-sql-warehouse",
   name: "Get SQL Warehouse",
-  description: "Retrieves details for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/get)",
+  description: "Retrieves details for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/get)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
index 28205283bd3e2..00dfe83934543 100644
--- a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-list-sql-warehouses",
   name: "List SQL Warehouses",
-  description: "Lists all SQL Warehouses available in the Databricks workspace. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/list)",
+  description: "Lists all SQL Warehouses available in the Databricks workspace. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/list)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index d7c38fd1094e8..09d98a9bf73bc 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-set-sql-warehouse-config",
   name: "Set SQL Warehouse Config",
-  description: "Updates the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouse/set-config)",
+  description: "Updates the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouses/setworkspacewarehouseconfig)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index 2f1d664c96b58..3c8d2b17314e6 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-set-sql-warehouse-permissions",
   name: "Set SQL Warehouse Permissions",
-  description: "Updates the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouse/set-permissions)",
+  description: "Updates the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/setpermissions)",
   version: "0.0.1",
   type: "action",
   props: {
@@ -13,16 +13,27 @@ export default {
       label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to update permissions for",
     },
-    permissions: {
-      type: "object",
-      label: "Permissions",
-      description: "The permissions object. Example: `{ \"access_control_list\": [{ \"user_name\": \"alice@example.com\", \"permission_level\": \"CAN_MANAGE\" }] }`",
+    accessControlList: {
+      type: "object[]",
+      label: "Access Control List",
+      description: "List of access control entries. Each entry must include one of `user_name`, `group_name`, or `service_principal_name`, and a `permission_level` (`CAN_VIEW`, `CAN_MONITOR`, `CAN_USE`, `CAN_MANAGE`).",
+      properties: {
+        user_name: { type: "string", optional: true },
+        group_name: { type: "string", optional: true },
+        service_principal_name: { type: "string", optional: true },
+        permission_level: { 
+          type: "string", 
+          options: ["CAN_VIEW", "CAN_MONITOR", "CAN_USE", "CAN_MANAGE"] 
+        },
+      },
     },
   },
   async run({ $ }) {
     const response = await this.databricks.setSQLWarehousePermissions({
       warehouseId: this.warehouseId,
-      data: this.permissions,
+      data: {
+        access_control_list: this.accessControlList,
+      },
       $,
     });
 
diff --git a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
index 1765702cc5fee..95033ca2aebf4 100644
--- a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
+++ b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-start-sql-warehouse",
   name: "Start SQL Warehouse",
-  description: "Starts a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/start)",
+  description: "Starts a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/start)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
index 58f227c2e8fdd..d3dcf4da2eeca 100644
--- a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
+++ b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-stop-sql-warehouse",
   name: "Stop SQL Warehouse",
-  description: "Stops a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouse/stop)",
+  description: "Stops a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/stop)",
   version: "0.0.1",
   type: "action",
   props: {

From 9292e93dd8d2c7d9df36562f53935bb06fef7ada Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Thu, 28 Aug 2025 21:48:24 +0530
Subject: [PATCH 03/39] fix(databricks): bump component versions and apply lint
 fixes

---
 .../delete-sql-warehouse.mjs                  |  4 ++-
 .../actions/get-run-output/get-run-output.mjs |  2 +-
 .../get-sql-warehouse-config.mjs              |  4 ++-
 .../actions/list-runs/list-runs.mjs           |  2 +-
 .../list-sql-warehouses.mjs                   |  4 ++-
 .../actions/run-job-now/run-job-now.mjs       |  2 +-
 .../set-sql-warehouse-permissions.mjs         | 26 +++++++++++----
 components/databricks/databricks.app.mjs      | 32 +++++++++++++------
 components/databricks/package.json            |  2 +-
 9 files changed, 56 insertions(+), 22 deletions(-)

diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
index 87278c82a46ee..acb9a1e079801 100644
--- a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -21,6 +21,8 @@ export default {
     });
 
     $.export("$summary", `Successfully deleted SQL Warehouse with ID ${this.warehouseId}`);
-    return { success: true };
+    return {
+      success: true,
+    };
   },
 };
diff --git a/components/databricks/actions/get-run-output/get-run-output.mjs b/components/databricks/actions/get-run-output/get-run-output.mjs
index 1fb6c77c9fcdd..ecfa86fcf0576 100644
--- a/components/databricks/actions/get-run-output/get-run-output.mjs
+++ b/components/databricks/actions/get-run-output/get-run-output.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-run-output",
   name: "Get Run Output",
   description: "Retrieve the output and metadata of a single task run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-get-output)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
index 9b060a41ec54b..f84cc9996d4a3 100644
--- a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -10,7 +10,9 @@ export default {
     databricks,
   },
   async run({ $ }) {
-    const response = await this.databricks.getSQLWarehouseConfig({ $ });
+    const response = await this.databricks.getSQLWarehouseConfig({
+      $,
+    });
     $.export("$summary", "Successfully retrieved SQL Warehouse configuration");
     return response;
   },
diff --git a/components/databricks/actions/list-runs/list-runs.mjs b/components/databricks/actions/list-runs/list-runs.mjs
index 4ad98bd866b54..f24e52369b6e9 100644
--- a/components/databricks/actions/list-runs/list-runs.mjs
+++ b/components/databricks/actions/list-runs/list-runs.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-runs",
   name: "List Runs",
   description: "Lists all runs available to the user. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
index 00dfe83934543..5fc3c39d970d9 100644
--- a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -31,7 +31,9 @@ export default {
       return [];
     }
 
-    $.export("$summary", `Successfully retrieved ${warehouses.length} warehouse${warehouses.length === 1 ? "" : "s"}.`);
+    $.export("$summary", `Successfully retrieved ${warehouses.length} warehouse${warehouses.length === 1
+      ? ""
+      : "s"}.`);
 
     return warehouses;
   },
diff --git a/components/databricks/actions/run-job-now/run-job-now.mjs b/components/databricks/actions/run-job-now/run-job-now.mjs
index f0c75c2c1a8cb..5de3e46e4ea59 100644
--- a/components/databricks/actions/run-job-now/run-job-now.mjs
+++ b/components/databricks/actions/run-job-now/run-job-now.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-run-job-now",
   name: "Run Job Now",
   description: "Run a job now and return the id of the triggered run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index 3c8d2b17314e6..dd8ac202c7c28 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -18,12 +18,26 @@ export default {
       label: "Access Control List",
       description: "List of access control entries. Each entry must include one of `user_name`, `group_name`, or `service_principal_name`, and a `permission_level` (`CAN_VIEW`, `CAN_MONITOR`, `CAN_USE`, `CAN_MANAGE`).",
       properties: {
-        user_name: { type: "string", optional: true },
-        group_name: { type: "string", optional: true },
-        service_principal_name: { type: "string", optional: true },
-        permission_level: { 
-          type: "string", 
-          options: ["CAN_VIEW", "CAN_MONITOR", "CAN_USE", "CAN_MANAGE"] 
+        user_name: {
+          type: "string",
+          optional: true,
+        },
+        group_name: {
+          type: "string",
+          optional: true,
+        },
+        service_principal_name: {
+          type: "string",
+          optional: true,
+        },
+        permission_level: {
+          type: "string",
+          options: [
+            "CAN_VIEW",
+            "CAN_MONITOR",
+            "CAN_USE",
+            "CAN_MANAGE",
+          ],
         },
       },
     },
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 76420a0d5bdc6..f82c6c311b89e 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -97,14 +97,18 @@ export default {
         ...args,
       });
     },
-    deleteSQLWarehouse({ warehouseId, ...args }) {
+    deleteSQLWarehouse({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/sql/warehouses/${warehouseId}`,
         method: "DELETE",
         ...args,
       });
     },
-    getSQLWarehouse({ warehouseId, ...args }) {
+    getSQLWarehouse({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/sql/warehouses/${warehouseId}`,
         method: "GET",
@@ -117,14 +121,18 @@ export default {
         ...args,
       });
     },
-    editSQLWarehouse({ warehouseId, ...args }) {
+    editSQLWarehouse({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/sql/warehouses/${warehouseId}/edit`,
         method: "POST",
         ...args,
       });
     },
-    startSQLWarehouse({ warehouseId, ...args }) {
+    startSQLWarehouse({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/sql/warehouses/${warehouseId}/start`,
         method: "POST",
@@ -132,14 +140,16 @@ export default {
       });
     },
 
-    stopSQLWarehouse({ warehouseId, ...args }) {
+    stopSQLWarehouse({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/sql/warehouses/${warehouseId}/stop`,
         method: "POST",
         ...args,
       });
     },
-    
+
     getSQLWarehouseConfig(args = {}) {
       return this._makeRequest({
         path: "/sql/config/warehouses",
@@ -155,7 +165,9 @@ export default {
         ...args,
       });
     },
-    getSQLWarehousePermissions({ warehouseId, ...args }) {
+    getSQLWarehousePermissions({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/permissions/warehouses/${warehouseId}`,
         method: "GET",
@@ -163,12 +175,14 @@ export default {
       });
     },
 
-    setSQLWarehousePermissions({ warehouseId, ...args }) {
+    setSQLWarehousePermissions({
+      warehouseId, ...args
+    }) {
       return this._makeRequest({
         path: `/permissions/warehouses/${warehouseId}`,
         method: "PUT",
         ...args,
       });
-    }
+    },
   },
 };
diff --git a/components/databricks/package.json b/components/databricks/package.json
index 50b863968a934..deb7204116952 100644
--- a/components/databricks/package.json
+++ b/components/databricks/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@pipedream/databricks",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "description": "Pipedream Databricks Components",
   "main": "databricks.app.mjs",
   "keywords": [

From 6a9646c0473e61271740b4dd292d00e507237bc7 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Fri, 29 Aug 2025 21:43:50 +0530
Subject: [PATCH 04/39] fix(databricks): addressed requested changes

---
 .../create-sql-warehouse.mjs                  |   5 +
 .../delete-sql-warehouse.mjs                  |   6 +-
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 124 ++++++++++++++-
 .../get-sql-warehouse-permissions.mjs         |   6 +-
 .../get-sql-warehouse/get-sql-warehouse.mjs   |   6 +-
 .../list-sql-warehouses.mjs                   |  12 --
 .../set-sql-warehouse-config.mjs              | 148 +++++++++++++++++-
 .../set-sql-warehouse-permissions.mjs         |  44 ++----
 .../start-sql-warehouse.mjs                   |   6 +-
 .../stop-sql-warehouse/stop-sql-warehouse.mjs |   6 +-
 components/databricks/databricks.app.mjs      |  15 ++
 components/databricks/package.json            |   2 +-
 12 files changed, 320 insertions(+), 60 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 3cb6c11f6ad51..f8d94dc8ba4ba 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -17,6 +17,11 @@ export default {
       type: "string",
       label: "Cluster Size",
       description: "Size of the cluster (e.g., `Small`, `Medium`, `Large`)",
+      options: [
+        "Small",
+        "Medium",
+        "Large",
+      ],
     },
     autoStopMinutes: {
       type: "integer",
diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
index acb9a1e079801..2eeea69a7713a 100644
--- a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -9,9 +9,11 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to delete",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
   },
   async run({ $ }) {
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 4cf5accf2493b..4eb1b5b3719ad 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -9,20 +9,132 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to edit",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
+    },
+    name: {
+      type: "string",
+      label: "Warehouse Name",
+      description: "Logical name for the warehouse. Must be unique within an org and under 100 characters.",
+      optional: true,
+    },
+    clusterSize: {
+      type: "string",
+      label: "Cluster Size",
+      description: "Size of clusters allocated for this warehouse.",
+      options: [
+        "2X-Small",
+        "X-Small",
+        "Small",
+        "Medium",
+        "Large",
+        "X-Large",
+        "2X-Large",
+        "3X-Large",
+        "4X-Large",
+      ],
+      optional: true,
+    },
+    autoStopMins: {
+      type: "integer",
+      label: "Auto Stop (minutes)",
+      description: "Minutes of inactivity before auto-stop. 0 disables autostop. Must be 0 or ≥ 10.",
+      optional: true,
+    },
+    minNumClusters: {
+      type: "integer",
+      label: "Min Number of Clusters",
+      description: "Minimum number of available clusters (> 0 and ≤ min(max_num_clusters, 30)).",
+      optional: true,
+    },
+    maxNumClusters: {
+      type: "integer",
+      label: "Max Number of Clusters",
+      description: "Maximum number of clusters for autoscaler (≥ min_num_clusters and ≤ 30).",
+      optional: true,
+    },
+    enablePhoton: {
+      type: "boolean",
+      label: "Enable Photon",
+      description: "Use Photon optimized clusters.",
+      optional: true,
+    },
+    enableServerlessCompute: {
+      type: "boolean",
+      label: "Enable Serverless Compute",
+      description: "Use serverless compute for this warehouse.",
+      optional: true,
     },
-    body: {
+    warehouseType: {
+      type: "string",
+      label: "Warehouse Type",
+      description: "Set to PRO (recommended) or CLASSIC. Set PRO + enable serverless to use serverless.",
+      options: [
+        "TYPE_UNSPECIFIED",
+        "CLASSIC",
+        "PRO",
+      ],
+      optional: true,
+    },
+    spotInstancePolicy: {
+      type: "string",
+      label: "Spot Instance Policy",
+      description: "Whether the warehouse should use spot instances.",
+      options: [
+        "POLICY_UNSPECIFIED",
+        "COST_OPTIMIZED",
+        "RELIABILITY_OPTIMIZED",
+      ],
+      optional: true,
+    },
+    tags: {
+      type: "object",
+      label: "Tags",
+      description: "Key-value tags for all resources associated with this warehouse (fewer than 45 tags).",
+      optional: true,
+    },
+    channel: {
       type: "object",
-      label: "Edit Configuration",
-      description: "The new configuration for the SQL Warehouse (JSON object). Example: `{ \"name\": \"Updated Warehouse\", \"cluster_size\": \"2X-Small\" }`",
+      label: "Channel",
+      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CURRENT\", \"dbsql_version\": \"2023.35\" }`",
+      optional: true,
+    },
+    creatorName: {
+      type: "string",
+      label: "Creator Name",
+      description: "Warehouse creator name.",
+      optional: true,
+    },
+    instanceProfileArn: {
+      type: "string",
+      label: "Instance Profile ARN (Deprecated)",
+      description: "Deprecated. Instance profile used to pass IAM role to the cluster.",
+      optional: true,
     },
   },
   async run({ $ }) {
+    const payload = {};
+    if (this.name) payload.name = this.name;
+    if (this.clusterSize) payload.cluster_size = this.clusterSize;
+    if (this.autoStopMins) payload.auto_stop_mins = this.autoStopMins;
+    if (this.minNumClusters) payload.min_num_clusters = this.minNumClusters;
+    if (this.maxNumClusters) payload.max_num_clusters = this.maxNumClusters;
+    if (this.enablePhoton) payload.enable_photon = this.enablePhoton;
+    if (this.enableServerlessCompute){
+      payload.enable_serverless_compute = this.enableServerlessCompute;
+    }
+    if (this.warehouseType) payload.warehouse_type = this.warehouseType;
+    if (this.spotInstancePolicy) payload.spot_instance_policy = this.spotInstancePolicy;
+    if (this.tags) payload.tags = this.tags;
+    if (this.channel) payload.channel = this.channel;
+    if (this.creatorName) payload.creator_name = this.creatorName;
+    if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
     const response = await this.databricks.editSQLWarehouse({
       warehouseId: this.warehouseId,
-      data: this.body,
+      data: payload,
       $,
     });
 
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
index ebdad161fe477..852a416f748f0 100644
--- a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -9,9 +9,11 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to fetch permissions for",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
   },
   async run({ $ }) {
diff --git a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
index 8e38fb468e43b..3c5849846d41f 100644
--- a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
+++ b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
@@ -9,9 +9,11 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to retrieve",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
   },
   async run({ $ }) {
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
index 5fc3c39d970d9..fbcf1865e22ed 100644
--- a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -8,21 +8,9 @@ export default {
   type: "action",
   props: {
     databricks,
-    maxResults: {
-      type: "integer",
-      label: "Max Results",
-      description: "Maximum number of warehouses to return",
-      default: 50,
-      optional: true,
-    },
   },
   async run({ $ }) {
-    const params = {
-      limit: this.maxResults || 50,
-    };
-
     const { warehouses } = await this.databricks.listSQLWarehouses({
-      params,
       $,
     });
 
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 09d98a9bf73bc..8ad1f47a4bc4d 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -8,15 +8,155 @@ export default {
   type: "action",
   props: {
     databricks,
-    config: {
+    instanceProfileArn: {
+      type: "string",
+      label: "Instance Profile ARN",
+      description: "Instance profile ARN used to pass an IAM role to clusters (AWS).",
+      optional: true,
+    },
+    googleServiceAccount: {
+      type: "string",
+      label: "Google Service Account",
+      description: "Service account email used for GCP workspaces, if applicable.",
+      optional: true,
+    },
+    securityPolicy: {
+      type: "string",
+      label: "Security Policy",
+      description: "Workspace-wide security policy for SQL Warehouses (if applicable).",
+      options: [
+        "NONE",
+        "DATA_ACCESS_CONTROL",
+        "PASSTHROUGH",
+      ],
+      optional: true,
+    },
+    channel: {
       type: "object",
-      label: "Configuration",
-      description: "The configuration object for SQL Warehouses. Example: `{ \"enable_serverless_compute\": true }`",
+      label: "Channel",
+      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_PREVIEW\", \"dbsql_version\": \"2023.35\" }`",
+      optional: true,
+    },
+    enabledWarehouseTypes: {
+      type: "object[]",
+      label: "Enabled Warehouse Types",
+      description: "Specify which warehouse types are enabled. Example item: `{ \"warehouse_type\": \"PRO\", \"enabled\": true }`",
+      properties: {
+        warehouse_type: {
+          type: "string",
+          label: "Warehouse Type",
+          options: [
+            "TYPE_UNSPECIFIED",
+            "CLASSIC",
+            "PRO",
+          ],
+        },
+        enabled: {
+          type: "boolean",
+          label: "Enabled",
+        },
+      },
+      optional: true,
+    },
+    configParam: {
+      type: "object[]",
+      label: "Config Parameters",
+      description: "General config key/value pairs. Example item: `{ \"key\": \"some.config\", \"value\": \"true\" }`",
+      properties: {
+        key: {
+          type: "string",
+          label: "Key",
+        },
+        value: {
+          type: "string",
+          label: "Value",
+        },
+      },
+      optional: true,
+    },
+    globalParam: {
+      type: "object[]",
+      label: "Global Parameters",
+      description: "Global config key/value pairs applied to all warehouses.",
+      properties: {
+        key: {
+          type: "string",
+          label: "Key",
+        },
+        value: {
+          type: "string",
+          label: "Value",
+        },
+      },
+      optional: true,
+    },
+    sqlConfigurationParameters: {
+      type: "object[]",
+      label: "SQL Configuration Parameters",
+      description: "SQL-specific configuration key/value pairs.",
+      properties: {
+        key: {
+          type: "string",
+          label: "Key",
+        },
+        value: {
+          type: "string",
+          label: "Value",
+        },
+      },
+      optional: true,
+    },
+    dataAccessConfig: {
+      type: "object[]",
+      label: "Data Access Config",
+      description: "Key/value pairs for data access configuration (e.g., credentials passthrough, external storage access).",
+      properties: {
+        key: {
+          type: "string",
+          label: "Key",
+        },
+        value: {
+          type: "string",
+          label: "Value",
+        },
+      },
+      optional: true,
     },
   },
   async run({ $ }) {
+    const payload = {};
+
+    if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
+    if (this.googleServiceAccount) payload.google_service_account = this.googleServiceAccount;
+    if (this.securityPolicy) payload.security_policy = this.securityPolicy;
+    if (this.channel) payload.channel = this.channel;
+
+    if (Array.isArray(this.enabledWarehouseTypes) && this.enabledWarehouseTypes.length) {
+      payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item) => ({
+        warehouse_type: item.warehouse_type,
+        enabled: Boolean(item.enabled),
+      }));
+    }
+    if (Array.isArray(this.configParam) && this.configParam.length) {
+      payload.config_param = {
+        configuration_pairs: this.configParam,
+      };
+    }
+    if (Array.isArray(this.globalParam) && this.globalParam.length) {
+      payload.global_param = {
+        configuration_pairs: this.globalParam,
+      };
+    }
+    if (Array.isArray(this.sqlConfigurationParameters) && this.sqlConfigurationParameters.length) {
+      payload.sql_configuration_parameters = {
+        configuration_pairs: this.sqlConfigurationParameters,
+      };
+    }
+    if (Array.isArray(this.dataAccessConfig) && this.dataAccessConfig.length) {
+      payload.data_access_config = this.dataAccessConfig;
+    }
     const response = await this.databricks.setSQLWarehouseConfig({
-      data: this.config,
+      data: payload,
       $,
     });
 
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index dd8ac202c7c28..be87b485254f3 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -9,44 +9,33 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to update permissions for",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
     accessControlList: {
-      type: "object[]",
+      type: "string[]",
       label: "Access Control List",
       description: "List of access control entries. Each entry must include one of `user_name`, `group_name`, or `service_principal_name`, and a `permission_level` (`CAN_VIEW`, `CAN_MONITOR`, `CAN_USE`, `CAN_MANAGE`).",
-      properties: {
-        user_name: {
-          type: "string",
-          optional: true,
-        },
-        group_name: {
-          type: "string",
-          optional: true,
-        },
-        service_principal_name: {
-          type: "string",
-          optional: true,
-        },
-        permission_level: {
-          type: "string",
-          options: [
-            "CAN_VIEW",
-            "CAN_MONITOR",
-            "CAN_USE",
-            "CAN_MANAGE",
-          ],
-        },
-      },
     },
   },
   async run({ $ }) {
+    let acl = [];
+    try {
+      acl = (this.accessControlList || []).map((entry) =>
+        typeof entry === "string"
+          ? JSON.parse(entry)
+          : entry);
+    } catch (err) {
+      throw new Error(`Invalid JSON in Access Control List: ${err.message}`);
+    }
+
     const response = await this.databricks.setSQLWarehousePermissions({
       warehouseId: this.warehouseId,
       data: {
-        access_control_list: this.accessControlList,
+        access_control_list: acl,
       },
       $,
     });
@@ -54,4 +43,5 @@ export default {
     $.export("$summary", `Successfully updated permissions for SQL Warehouse ID ${this.warehouseId}`);
     return response;
   },
+
 };
diff --git a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
index 95033ca2aebf4..2de2b61cba5ac 100644
--- a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
+++ b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
@@ -9,9 +9,11 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to start",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
   },
   async run({ $ }) {
diff --git a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
index d3dcf4da2eeca..1388ec5102b61 100644
--- a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
+++ b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
@@ -9,9 +9,11 @@ export default {
   props: {
     databricks,
     warehouseId: {
-      type: "string",
-      label: "Warehouse ID",
       description: "The ID of the SQL Warehouse to stop",
+      propDefinition: [
+        databricks,
+        "warehouseId",
+      ],
     },
   },
   async run({ $ }) {
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index f82c6c311b89e..05d6f88d697ab 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -44,6 +44,21 @@ export default {
         })) || [];
       },
     },
+    warehouseId: {
+      type: "string",
+      label: "Warehouse ID",
+      description: "The ID of the SQL Warehouse to get runs from",
+      async options() {
+        const { warehouses } = await this.listSQLWarehouses();
+        return warehouses?.map(({
+          id: value,
+          name: label,
+        }) => ({
+          value,
+          label,
+        })) || [];
+      },
+    },
   },
   methods: {
     _baseUrl() {
diff --git a/components/databricks/package.json b/components/databricks/package.json
index deb7204116952..f49e7482191ef 100644
--- a/components/databricks/package.json
+++ b/components/databricks/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@pipedream/databricks",
-  "version": "0.1.1",
+  "version": "0.2.0",
   "description": "Pipedream Databricks Components",
   "main": "databricks.app.mjs",
   "keywords": [

From d66788ba10e68efa028089f33dc8a55a2d0d2bbb Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Fri, 29 Aug 2025 22:30:10 +0530
Subject: [PATCH 05/39] addressed coderabbit review feedback

---
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 40 ++++++++++++++++---
 1 file changed, 34 insertions(+), 6 deletions(-)

diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 4eb1b5b3719ad..824315367d3b8 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -117,21 +117,48 @@ export default {
   },
   async run({ $ }) {
     const payload = {};
+
     if (this.name) payload.name = this.name;
     if (this.clusterSize) payload.cluster_size = this.clusterSize;
-    if (this.autoStopMins) payload.auto_stop_mins = this.autoStopMins;
-    if (this.minNumClusters) payload.min_num_clusters = this.minNumClusters;
-    if (this.maxNumClusters) payload.max_num_clusters = this.maxNumClusters;
-    if (this.enablePhoton) payload.enable_photon = this.enablePhoton;
-    if (this.enableServerlessCompute){
+
+    if (this.autoStopMins !== undefined) payload.auto_stop_mins = this.autoStopMins;
+    if (this.minNumClusters !== undefined) payload.min_num_clusters = this.minNumClusters;
+    if (this.maxNumClusters !== undefined) payload.max_num_clusters = this.maxNumClusters;
+
+    if (this.enablePhoton !== undefined) payload.enable_photon = this.enablePhoton;
+    if (this.enableServerlessCompute !== undefined) {
       payload.enable_serverless_compute = this.enableServerlessCompute;
     }
+
     if (this.warehouseType) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy) payload.spot_instance_policy = this.spotInstancePolicy;
+
     if (this.tags) payload.tags = this.tags;
     if (this.channel) payload.channel = this.channel;
     if (this.creatorName) payload.creator_name = this.creatorName;
     if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
+
+    if (!Object.keys(payload).length) {
+      throw new Error("No fields to update. Provide at least one property.");
+    }
+    if (this.autoStopMins !== undefined && this.autoStopMins !== 0 && this.autoStopMins < 10) {
+      throw new Error("autoStopMins must be 0 or >= 10.");
+    }
+    if (this.minNumClusters !== undefined && (this.minNumClusters < 1 || this.minNumClusters > 30)) {
+      throw new Error("minNumClusters must be between 1 and 30.");
+    }
+    if (this.maxNumClusters !== undefined && (this.maxNumClusters < 1 || this.maxNumClusters > 30)) {
+      throw new Error("maxNumClusters must be between 1 and 30.");
+    }
+    if (this.minNumClusters !== undefined &&
+      this.maxNumClusters !== undefined &&
+      this.minNumClusters > this.maxNumClusters) {
+      throw new Error("minNumClusters must be <= maxNumClusters.");
+    }
+    if (this.enableServerlessCompute === true && this.warehouseType === "CLASSIC") {
+      throw new Error("Serverless compute requires warehouseType = PRO.");
+    }
+
     const response = await this.databricks.editSQLWarehouse({
       warehouseId: this.warehouseId,
       data: payload,
@@ -140,5 +167,6 @@ export default {
 
     $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
     return response;
-  },
+  }
+
 };

From e1205881f05fee0cfc7c4e9d7a9b688946a5e7bc Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Fri, 29 Aug 2025 23:02:54 +0530
Subject: [PATCH 06/39] resolved the linting issues

---
 .../edit-sql-warehouse/edit-sql-warehouse.mjs        | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 824315367d3b8..18b6296fd224d 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -144,10 +144,16 @@ export default {
     if (this.autoStopMins !== undefined && this.autoStopMins !== 0 && this.autoStopMins < 10) {
       throw new Error("autoStopMins must be 0 or >= 10.");
     }
-    if (this.minNumClusters !== undefined && (this.minNumClusters < 1 || this.minNumClusters > 30)) {
+    if (
+      this.minNumClusters !== undefined &&
+      (this.minNumClusters < 1 || this.minNumClusters > 30)
+    ) {
       throw new Error("minNumClusters must be between 1 and 30.");
     }
-    if (this.maxNumClusters !== undefined && (this.maxNumClusters < 1 || this.maxNumClusters > 30)) {
+    if (
+      this.maxNumClusters !== undefined &&
+      (this.maxNumClusters < 1 || this.maxNumClusters > 30)
+    ) {
       throw new Error("maxNumClusters must be between 1 and 30.");
     }
     if (this.minNumClusters !== undefined &&
@@ -167,6 +173,6 @@ export default {
 
     $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
     return response;
-  }
+  },
 
 };

From e742ec283a5ea04dbc497d61e3c6ccd07b5d10d0 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 15:12:16 +0530
Subject: [PATCH 07/39] addressed all test failures

---
 .../create-sql-warehouse.mjs                  | 134 +++++++++++++++++-
 .../edit-sql-warehouse/edit-sql-warehouse.mjs |  63 ++++----
 .../set-sql-warehouse-config.mjs              |  29 ++--
 .../set-sql-warehouse-permissions.mjs         |  10 +-
 4 files changed, 173 insertions(+), 63 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index f8d94dc8ba4ba..147aa530209bf 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -16,34 +16,160 @@ export default {
     clusterSize: {
       type: "string",
       label: "Cluster Size",
-      description: "Size of the cluster (e.g., `Small`, `Medium`, `Large`)",
+      description: "Size of the cluster",
       options: [
+        "2X-Small",
+        "X-Small",
         "Small",
         "Medium",
         "Large",
+        "X-Large",
+        "2X-Large",
+        "3X-Large",
+        "4X-Large",
       ],
     },
     autoStopMinutes: {
       type: "integer",
       label: "Auto Stop (minutes)",
-      description: "Number of minutes of inactivity before the warehouse auto-stops",
+      description:
+        "Minutes of inactivity before auto-stop. 0 disables auto-stop. Must be 0 or ≥ 10.",
       optional: true,
       default: 10,
     },
+    minNumClusters: {
+      type: "integer",
+      label: "Min Number of Clusters",
+      description: "Minimum number of clusters to maintain (> 0 and ≤ min(max_num_clusters, 30)).",
+      optional: true,
+      default: 1,
+    },
+    maxNumClusters: {
+      type: "integer",
+      label: "Max Number of Clusters",
+      description: "Maximum number of clusters for autoscaler (≥ min_num_clusters and ≤ 30).",
+      optional: true,
+    },
+    enablePhoton: {
+      type: "boolean",
+      label: "Enable Photon",
+      description: "Whether the warehouse should use Photon optimized clusters.",
+      optional: true,
+    },
+    enableServerlessCompute: {
+      type: "boolean",
+      label: "Enable Serverless Compute",
+      description: "Whether the warehouse should use serverless compute.",
+      optional: true,
+    },
+    warehouseType: {
+      type: "string",
+      label: "Warehouse Type",
+      description:
+        "Warehouse type: PRO or CLASSIC. Set PRO + enableServerlessCompute = true to use serverless.",
+      options: [
+        "TYPE_UNSPECIFIED",
+        "CLASSIC",
+        "PRO",
+      ],
+      optional: true,
+    },
+    spotInstancePolicy: {
+      type: "string",
+      label: "Spot Instance Policy",
+      description: "Configures whether the warehouse should use spot instances.",
+      options: [
+        "POLICY_UNSPECIFIED",
+        "COST_OPTIMIZED",
+        "RELIABILITY_OPTIMIZED",
+      ],
+      optional: true,
+    },
+    channel: {
+      type: "object",
+      label: "Channel",
+      description:
+        "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CURRENT\", \"dbsql_version\": \"2023.35\" }`",
+      optional: true,
+    },
+    tags: {
+      type: "object[]",
+      label: "Tags",
+      description:
+        "Custom key-value tags for resources associated with this SQL Warehouse.",
+      properties: {
+        key: {
+          type: "string",
+          label: "Key",
+        },
+        value: {
+          type: "string",
+          label: "Value",
+        },
+      },
+      optional: true,
+    },
+    instanceProfileArn: {
+      type: "string",
+      label: "Instance Profile ARN (Deprecated)",
+      description: "Deprecated. Instance profile used to pass IAM role to the cluster.",
+      optional: true,
+    },
   },
+
   async run({ $ }) {
     const payload = {
       name: this.name,
       cluster_size: this.clusterSize,
-      auto_stop_mins: this.autoStopMinutes,
     };
 
+    if (this.autoStopMinutes !== undefined) {
+      if (this.autoStopMinutes !== 0 && this.autoStopMinutes < 10) {
+        throw new Error("autoStopMinutes must be 0 or ≥ 10.");
+      }
+      payload.auto_stop_mins = this.autoStopMinutes;
+    }
+
+    payload.min_num_clusters = this.minNumClusters || 1;
+    if (payload.min_num_clusters < 1) {
+      throw new Error("minNumClusters must be ≥ 1.");
+    }
+
+    if (this.maxNumClusters !== undefined) {
+      if (
+        this.maxNumClusters < payload.min_num_clusters ||
+        this.maxNumClusters > 30
+      ) {
+        throw new Error(
+          `maxNumClusters must be ≥ minNumClusters (${payload.min_num_clusters}) and ≤ 30.`,
+        );
+      }
+      payload.max_num_clusters = this.maxNumClusters;
+    }
+
+    if (this.enablePhoton !== undefined)
+      payload.enable_photon = this.enablePhoton;
+    if (this.enableServerlessCompute !== undefined)
+      payload.enable_serverless_compute = this.enableServerlessCompute;
+    if (this.warehouseType) payload.warehouse_type = this.warehouseType;
+    if (this.spotInstancePolicy)
+      payload.spot_instance_policy = this.spotInstancePolicy;
+    if (this.channel) payload.channel = this.channel;
+    if (this.tags?.length) payload.tags = {
+      custom_tags: this.tags,
+    };
+    if (this.instanceProfileArn)
+      payload.instance_profile_arn = this.instanceProfileArn;
+
     const response = await this.databricks.createSQLWarehouse({
       data: payload,
       $,
     });
 
-    $.export("$summary", `Successfully created SQL Warehouse: ${response?.name || this.name}`);
+    $.export(
+      "$summary",
+      `Successfully created SQL Warehouse: ${response?.name || this.name}`,
+    );
     return response;
   },
 };
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 18b6296fd224d..04827f917431b 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -102,12 +102,6 @@ export default {
       description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CURRENT\", \"dbsql_version\": \"2023.35\" }`",
       optional: true,
     },
-    creatorName: {
-      type: "string",
-      label: "Creator Name",
-      description: "Warehouse creator name.",
-      optional: true,
-    },
     instanceProfileArn: {
       type: "string",
       label: "Instance Profile ARN (Deprecated)",
@@ -121,49 +115,47 @@ export default {
     if (this.name) payload.name = this.name;
     if (this.clusterSize) payload.cluster_size = this.clusterSize;
 
-    if (this.autoStopMins !== undefined) payload.auto_stop_mins = this.autoStopMins;
-    if (this.minNumClusters !== undefined) payload.min_num_clusters = this.minNumClusters;
-    if (this.maxNumClusters !== undefined) payload.max_num_clusters = this.maxNumClusters;
+    if (this.autoStopMins !== undefined) {
+      if (this.autoStopMins !== 0 && this.autoStopMins < 10) {
+        throw new Error("autoStopMins must be 0 or >= 10.");
+      }
+      payload.auto_stop_mins = this.autoStopMins;
+    }
+
+    if (this.minNumClusters !== undefined) {
+      if (this.minNumClusters < 1 || this.minNumClusters > 30) {
+        throw new Error("minNumClusters must be between 1 and 30.");
+      }
+      payload.min_num_clusters = this.minNumClusters;
+    }
+
+    if (this.maxNumClusters !== undefined) {
+      if (this.maxNumClusters < 1 || this.maxNumClusters > 30) {
+        throw new Error("maxNumClusters must be between 1 and 30.");
+      }
+      if (this.minNumClusters !== undefined && this.maxNumClusters < this.minNumClusters) {
+        throw new Error("maxNumClusters must be >= minNumClusters.");
+      }
+      payload.max_num_clusters = this.maxNumClusters;
+    }
 
     if (this.enablePhoton !== undefined) payload.enable_photon = this.enablePhoton;
     if (this.enableServerlessCompute !== undefined) {
+      if (this.warehouseType === "CLASSIC" && this.enableServerlessCompute) {
+        throw new Error("Serverless compute requires warehouseType = PRO.");
+      }
       payload.enable_serverless_compute = this.enableServerlessCompute;
     }
 
     if (this.warehouseType) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy) payload.spot_instance_policy = this.spotInstancePolicy;
-
     if (this.tags) payload.tags = this.tags;
     if (this.channel) payload.channel = this.channel;
-    if (this.creatorName) payload.creator_name = this.creatorName;
     if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
 
     if (!Object.keys(payload).length) {
       throw new Error("No fields to update. Provide at least one property.");
     }
-    if (this.autoStopMins !== undefined && this.autoStopMins !== 0 && this.autoStopMins < 10) {
-      throw new Error("autoStopMins must be 0 or >= 10.");
-    }
-    if (
-      this.minNumClusters !== undefined &&
-      (this.minNumClusters < 1 || this.minNumClusters > 30)
-    ) {
-      throw new Error("minNumClusters must be between 1 and 30.");
-    }
-    if (
-      this.maxNumClusters !== undefined &&
-      (this.maxNumClusters < 1 || this.maxNumClusters > 30)
-    ) {
-      throw new Error("maxNumClusters must be between 1 and 30.");
-    }
-    if (this.minNumClusters !== undefined &&
-      this.maxNumClusters !== undefined &&
-      this.minNumClusters > this.maxNumClusters) {
-      throw new Error("minNumClusters must be <= maxNumClusters.");
-    }
-    if (this.enableServerlessCompute === true && this.warehouseType === "CLASSIC") {
-      throw new Error("Serverless compute requires warehouseType = PRO.");
-    }
 
     const response = await this.databricks.editSQLWarehouse({
       warehouseId: this.warehouseId,
@@ -173,6 +165,7 @@ export default {
 
     $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
     return response;
-  },
+  }
+,
 
 };
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 8ad1f47a4bc4d..bbc62366cf033 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -38,24 +38,9 @@ export default {
       optional: true,
     },
     enabledWarehouseTypes: {
-      type: "object[]",
+      type: "string[]",
       label: "Enabled Warehouse Types",
       description: "Specify which warehouse types are enabled. Example item: `{ \"warehouse_type\": \"PRO\", \"enabled\": true }`",
-      properties: {
-        warehouse_type: {
-          type: "string",
-          label: "Warehouse Type",
-          options: [
-            "TYPE_UNSPECIFIED",
-            "CLASSIC",
-            "PRO",
-          ],
-        },
-        enabled: {
-          type: "boolean",
-          label: "Enabled",
-        },
-      },
       optional: true,
     },
     configParam: {
@@ -132,10 +117,14 @@ export default {
     if (this.channel) payload.channel = this.channel;
 
     if (Array.isArray(this.enabledWarehouseTypes) && this.enabledWarehouseTypes.length) {
-      payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item) => ({
-        warehouse_type: item.warehouse_type,
-        enabled: Boolean(item.enabled),
-      }));
+      try {
+        payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item) =>
+          typeof item === "string"
+            ? JSON.parse(item)
+            : item);
+      } catch (err) {
+        throw new Error(`Invalid JSON in enabledWarehouseTypes: ${err.message}`);
+      }
     }
     if (Array.isArray(this.configParam) && this.configParam.length) {
       payload.config_param = {
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index be87b485254f3..09707eb43e9e6 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -24,10 +24,12 @@ export default {
   async run({ $ }) {
     let acl = [];
     try {
-      acl = (this.accessControlList || []).map((entry) =>
-        typeof entry === "string"
-          ? JSON.parse(entry)
-          : entry);
+      acl = (this.accessControlList || [])
+        .map((entry) =>
+          typeof entry === "string"
+            ? JSON.parse(entry)
+            : entry)
+        .filter((entry) => entry && Object.keys(entry).length > 0);
     } catch (err) {
       throw new Error(`Invalid JSON in Access Control List: ${err.message}`);
     }

From 01ed5097516be7640775ab532a6df89c0ff9dc83 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 16:01:04 +0530
Subject: [PATCH 08/39] addressed coderabbit review feedback

---
 .../create-sql-warehouse.mjs                  |  7 +--
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 19 +++++---
 .../set-sql-warehouse-config.mjs              | 44 +++++++++----------
 3 files changed, 37 insertions(+), 33 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 147aa530209bf..99372ecb777d0 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -130,10 +130,11 @@ export default {
       payload.auto_stop_mins = this.autoStopMinutes;
     }
 
-    payload.min_num_clusters = this.minNumClusters || 1;
-    if (payload.min_num_clusters < 1) {
-      throw new Error("minNumClusters must be ≥ 1.");
+    const minNumClusters = this.minNumClusters ?? 1;
+    if (minNumClusters < 1 || minNumClusters > 30) {
+      throw new Error("minNumClusters must be between 1 and 30.");
     }
+    payload.min_num_clusters = minNumClusters;
 
     if (this.maxNumClusters !== undefined) {
       if (
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 04827f917431b..0c55cda91a967 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -112,8 +112,13 @@ export default {
   async run({ $ }) {
     const payload = {};
 
-    if (this.name) payload.name = this.name;
-    if (this.clusterSize) payload.cluster_size = this.clusterSize;
+    if (this.name !== undefined) {
+      if (typeof this.name !== "string" || this.name.length >= 100) {
+        throw new Error("name must be a string with fewer than 100 characters.");
+      }
+      payload.name = this.name;
+    }
+    if (this.clusterSize !== undefined) payload.cluster_size = this.clusterSize;
 
     if (this.autoStopMins !== undefined) {
       if (this.autoStopMins !== 0 && this.autoStopMins < 10) {
@@ -147,11 +152,11 @@ export default {
       payload.enable_serverless_compute = this.enableServerlessCompute;
     }
 
-    if (this.warehouseType) payload.warehouse_type = this.warehouseType;
-    if (this.spotInstancePolicy) payload.spot_instance_policy = this.spotInstancePolicy;
-    if (this.tags) payload.tags = this.tags;
-    if (this.channel) payload.channel = this.channel;
-    if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
+    if (this.warehouseType !== undefined) payload.warehouse_type = this.warehouseType;
+    if (this.spotInstancePolicy !== undefined) payload.spot_instance_policy = this.spotInstancePolicy;
+    if (this.tags !== undefined) payload.tags = this.tags;
+    if (this.channel !== undefined) payload.channel = this.channel;
+    if (this.instanceProfileArn !== undefined) payload.instance_profile_arn = this.instanceProfileArn;
 
     if (!Object.keys(payload).length) {
       throw new Error("No fields to update. Provide at least one property.");
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index bbc62366cf033..7924ac6b35d50 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -109,37 +109,35 @@ export default {
     },
   },
   async run({ $ }) {
-    const payload = {};
-
-    if (this.instanceProfileArn) payload.instance_profile_arn = this.instanceProfileArn;
-    if (this.googleServiceAccount) payload.google_service_account = this.googleServiceAccount;
-    if (this.securityPolicy) payload.security_policy = this.securityPolicy;
-    if (this.channel) payload.channel = this.channel;
+    const current = await this.databricks.getSQLWarehouseConfig({ $ });
+    const payload = { ...current };
 
+    if (typeof this.enableServerlessCompute === "boolean") {
+      payload.enable_serverless_compute = this.enableServerlessCompute;
+    }
+    if (this.instanceProfileArn !== undefined) {
+      payload.instance_profile_arn = this.instanceProfileArn;
+    }
+    if (this.googleServiceAccount !== undefined) {
+      payload.google_service_account = this.googleServiceAccount;
+    }
+    if (this.securityPolicy !== undefined) {
+      payload.security_policy = this.securityPolicy;
+    }
+    if (this.channel !== undefined) {
+      payload.channel = this.channel;
+    }
     if (Array.isArray(this.enabledWarehouseTypes) && this.enabledWarehouseTypes.length) {
-      try {
-        payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item) =>
-          typeof item === "string"
-            ? JSON.parse(item)
-            : item);
-      } catch (err) {
-        throw new Error(`Invalid JSON in enabledWarehouseTypes: ${err.message}`);
-      }
+      payload.enabled_warehouse_types = this.enabledWarehouseTypes;
     }
     if (Array.isArray(this.configParam) && this.configParam.length) {
-      payload.config_param = {
-        configuration_pairs: this.configParam,
-      };
+      payload.config_param = { configuration_pairs: this.configParam };
     }
     if (Array.isArray(this.globalParam) && this.globalParam.length) {
-      payload.global_param = {
-        configuration_pairs: this.globalParam,
-      };
+      payload.global_param = { configuration_pairs: this.globalParam };
     }
     if (Array.isArray(this.sqlConfigurationParameters) && this.sqlConfigurationParameters.length) {
-      payload.sql_configuration_parameters = {
-        configuration_pairs: this.sqlConfigurationParameters,
-      };
+      payload.sql_configuration_parameters = { configuration_pairs: this.sqlConfigurationParameters };
     }
     if (Array.isArray(this.dataAccessConfig) && this.dataAccessConfig.length) {
       payload.data_access_config = this.dataAccessConfig;

From 49e997c12daedf7471d19f4d5c7b1e5b021520c1 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 16:13:04 +0530
Subject: [PATCH 09/39] resolved the linting issues

---
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 10 +++++++---
 .../set-sql-warehouse-config.mjs              | 20 ++++++++++++++-----
 2 files changed, 22 insertions(+), 8 deletions(-)

diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 0c55cda91a967..877c2e5147a38 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -153,10 +153,14 @@ export default {
     }
 
     if (this.warehouseType !== undefined) payload.warehouse_type = this.warehouseType;
-    if (this.spotInstancePolicy !== undefined) payload.spot_instance_policy = this.spotInstancePolicy;
+    if (this.spotInstancePolicy !== undefined) {
+      payload.spot_instance_policy = this.spotInstancePolicy;
+    }
     if (this.tags !== undefined) payload.tags = this.tags;
     if (this.channel !== undefined) payload.channel = this.channel;
-    if (this.instanceProfileArn !== undefined) payload.instance_profile_arn = this.instanceProfileArn;
+    if (this.instanceProfileArn !== undefined) {
+      payload.instance_profile_arn = this.instanceProfileArn;
+    }
 
     if (!Object.keys(payload).length) {
       throw new Error("No fields to update. Provide at least one property.");
@@ -171,6 +175,6 @@ export default {
     $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
     return response;
   }
-,
+  ,
 
 };
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 7924ac6b35d50..40e2515d9fdbf 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -109,8 +109,12 @@ export default {
     },
   },
   async run({ $ }) {
-    const current = await this.databricks.getSQLWarehouseConfig({ $ });
-    const payload = { ...current };
+    const current = await this.databricks.getSQLWarehouseConfig({
+      $,
+    });
+    const payload = {
+      ...current,
+    };
 
     if (typeof this.enableServerlessCompute === "boolean") {
       payload.enable_serverless_compute = this.enableServerlessCompute;
@@ -131,13 +135,19 @@ export default {
       payload.enabled_warehouse_types = this.enabledWarehouseTypes;
     }
     if (Array.isArray(this.configParam) && this.configParam.length) {
-      payload.config_param = { configuration_pairs: this.configParam };
+      payload.config_param = {
+        configuration_pairs: this.configParam,
+      };
     }
     if (Array.isArray(this.globalParam) && this.globalParam.length) {
-      payload.global_param = { configuration_pairs: this.globalParam };
+      payload.global_param = {
+        configuration_pairs: this.globalParam,
+      };
     }
     if (Array.isArray(this.sqlConfigurationParameters) && this.sqlConfigurationParameters.length) {
-      payload.sql_configuration_parameters = { configuration_pairs: this.sqlConfigurationParameters };
+      payload.sql_configuration_parameters = {
+        configuration_pairs: this.sqlConfigurationParameters,
+      };
     }
     if (Array.isArray(this.dataAccessConfig) && this.dataAccessConfig.length) {
       payload.data_access_config = this.dataAccessConfig;

From 0535802ae95b7f03b2d9171a74a4d13188fd32b4 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 16:32:28 +0530
Subject: [PATCH 10/39] addressed coderabbit review feedback

---
 .../set-sql-warehouse-config.mjs              | 22 ++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 40e2515d9fdbf..0537d0a673b01 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -132,7 +132,27 @@ export default {
       payload.channel = this.channel;
     }
     if (Array.isArray(this.enabledWarehouseTypes) && this.enabledWarehouseTypes.length) {
-      payload.enabled_warehouse_types = this.enabledWarehouseTypes;
+      payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item, idx) => {
+        let obj = item;
+        if (typeof item === "string") {
+          try { obj = JSON.parse(item); } catch (e) {
+            throw new Error(`enabledWarehouseTypes[${idx}] must be valid JSON: ${e.message}`);
+          }
+        }
+        if (!obj || typeof obj !== "object") {
+          throw new Error(`enabledWarehouseTypes[${idx}] must be an object with { "warehouse_type": string, "enabled": boolean }`);
+        }
+        const {
+          warehouse_type, enabled,
+        } = obj;
+        if (typeof warehouse_type !== "string" || typeof enabled !== "boolean") {
+          throw new Error(`enabledWarehouseTypes[${idx}] invalid shape; expected { "warehouse_type": string, "enabled": boolean }`);
+        }
+        return {
+          warehouse_type,
+          enabled: Boolean(enabled),
+        };
+      });
     }
     if (Array.isArray(this.configParam) && this.configParam.length) {
       payload.config_param = {

From b98476ca24097bdde146dd1abcf745ffca5773fb Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 17:53:26 +0530
Subject: [PATCH 11/39] addressed coderabbit review feedback

---
 .../set-sql-warehouse-config.mjs              | 21 +++++++++++++------
 1 file changed, 15 insertions(+), 6 deletions(-)

diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 0537d0a673b01..5628c746844ce 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -112,13 +112,22 @@ export default {
     const current = await this.databricks.getSQLWarehouseConfig({
       $,
     });
-    const payload = {
-      ...current,
-    };
+    const allowed = [
+      "enable_serverless_compute",
+      "instance_profile_arn",
+      "google_service_account",
+      "security_policy",
+      "channel",
+      "enabled_warehouse_types",
+      "config_param",
+      "global_param",
+      "sql_configuration_parameters",
+      "data_access_config",
+    ];
+    const payload = Object.fromEntries(
+      Object.entries(current || {}).filter(([k]) => allowed.includes(k)),
+    );
 
-    if (typeof this.enableServerlessCompute === "boolean") {
-      payload.enable_serverless_compute = this.enableServerlessCompute;
-    }
     if (this.instanceProfileArn !== undefined) {
       payload.instance_profile_arn = this.instanceProfileArn;
     }

From 2153ac3ccf33e1f61f6aafcb7a0179723701f7ad Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 1 Sep 2025 20:42:51 +0530
Subject: [PATCH 12/39] resolved the linting issues

---
 .../set-sql-warehouse-config/set-sql-warehouse-config.mjs     | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 5628c746844ce..177701274c685 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -125,7 +125,9 @@ export default {
       "data_access_config",
     ];
     const payload = Object.fromEntries(
-      Object.entries(current || {}).filter(([k]) => allowed.includes(k)),
+      Object.entries(current || {}).filter(([
+        k,
+      ]) => allowed.includes(k)),
     );
 
     if (this.instanceProfileArn !== undefined) {

From b04a050113b1683884406ade21bb3c0f29aa50d9 Mon Sep 17 00:00:00 2001
From: Michelle Bergeron <michelle.bergeron@gmail.com>
Date: Mon, 1 Sep 2025 12:02:54 -0400
Subject: [PATCH 13/39] updates

---
 .../create-sql-warehouse.mjs                  | 48 +++++------
 .../edit-sql-warehouse/edit-sql-warehouse.mjs | 44 +++++-----
 .../get-sql-warehouse-config.mjs              |  2 +-
 .../get-sql-warehouse-permissions.mjs         |  2 +-
 .../set-sql-warehouse-config.mjs              | 85 ++++++-------------
 components/databricks/common/constants.mjs    | 15 ++++
 components/databricks/common/utils.mjs        | 31 +++++++
 7 files changed, 116 insertions(+), 111 deletions(-)
 create mode 100644 components/databricks/common/constants.mjs
 create mode 100644 components/databricks/common/utils.mjs

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 99372ecb777d0..d857beaeaec0d 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -1,4 +1,7 @@
 import databricks from "../../databricks.app.mjs";
+import constants from "../../common/constants.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
 
 export default {
   key: "databricks-create-sql-warehouse",
@@ -17,17 +20,7 @@ export default {
       type: "string",
       label: "Cluster Size",
       description: "Size of the cluster",
-      options: [
-        "2X-Small",
-        "X-Small",
-        "Small",
-        "Medium",
-        "Large",
-        "X-Large",
-        "2X-Large",
-        "3X-Large",
-        "4X-Large",
-      ],
+      options: constants.CLUSTER_SIZES,
     },
     autoStopMinutes: {
       type: "integer",
@@ -93,20 +86,10 @@ export default {
       optional: true,
     },
     tags: {
-      type: "object[]",
+      type: "object",
       label: "Tags",
       description:
         "Custom key-value tags for resources associated with this SQL Warehouse.",
-      properties: {
-        key: {
-          type: "string",
-          label: "Key",
-        },
-        value: {
-          type: "string",
-          label: "Value",
-        },
-      },
       optional: true,
     },
     instanceProfileArn: {
@@ -125,14 +108,14 @@ export default {
 
     if (this.autoStopMinutes !== undefined) {
       if (this.autoStopMinutes !== 0 && this.autoStopMinutes < 10) {
-        throw new Error("autoStopMinutes must be 0 or ≥ 10.");
+        throw new ConfigurationError("autoStopMinutes must be 0 or ≥ 10.");
       }
       payload.auto_stop_mins = this.autoStopMinutes;
     }
 
     const minNumClusters = this.minNumClusters ?? 1;
     if (minNumClusters < 1 || minNumClusters > 30) {
-      throw new Error("minNumClusters must be between 1 and 30.");
+      throw new ConfigurationError("minNumClusters must be between 1 and 30.");
     }
     payload.min_num_clusters = minNumClusters;
 
@@ -141,13 +124,22 @@ export default {
         this.maxNumClusters < payload.min_num_clusters ||
         this.maxNumClusters > 30
       ) {
-        throw new Error(
+        throw new ConfigurationError(
           `maxNumClusters must be ≥ minNumClusters (${payload.min_num_clusters}) and ≤ 30.`,
         );
       }
       payload.max_num_clusters = this.maxNumClusters;
     }
 
+    const parsedTags = utils.parseObject(this.tags);
+    const tags = Object.entries(parsedTags).map(([
+      key,
+      value,
+    ]) => ({
+      key,
+      value,
+    }));
+
     if (this.enablePhoton !== undefined)
       payload.enable_photon = this.enablePhoton;
     if (this.enableServerlessCompute !== undefined)
@@ -155,10 +147,8 @@ export default {
     if (this.warehouseType) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy)
       payload.spot_instance_policy = this.spotInstancePolicy;
-    if (this.channel) payload.channel = this.channel;
-    if (this.tags?.length) payload.tags = {
-      custom_tags: this.tags,
-    };
+    if (this.channel) payload.channel = utils.parseObject(this.channel);
+    if (tags.length) payload.tags = tags;
     if (this.instanceProfileArn)
       payload.instance_profile_arn = this.instanceProfileArn;
 
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 877c2e5147a38..20d164dcc7fd7 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -1,9 +1,12 @@
 import databricks from "../../databricks.app.mjs";
+import constants from "../../common/constants.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
 
 export default {
   key: "databricks-edit-sql-warehouse",
   name: "Edit SQL Warehouse",
-  description: "Edits the configuration of an existing SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/edit)",
+  description: "Edits the configuration of an existing SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/edit)",
   version: "0.0.1",
   type: "action",
   props: {
@@ -25,17 +28,7 @@ export default {
       type: "string",
       label: "Cluster Size",
       description: "Size of clusters allocated for this warehouse.",
-      options: [
-        "2X-Small",
-        "X-Small",
-        "Small",
-        "Medium",
-        "Large",
-        "X-Large",
-        "2X-Large",
-        "3X-Large",
-        "4X-Large",
-      ],
+      options: constants.CLUSTER_SIZES,
       optional: true,
     },
     autoStopMins: {
@@ -114,7 +107,7 @@ export default {
 
     if (this.name !== undefined) {
       if (typeof this.name !== "string" || this.name.length >= 100) {
-        throw new Error("name must be a string with fewer than 100 characters.");
+        throw new ConfigurationError("name must be a string with fewer than 100 characters.");
       }
       payload.name = this.name;
     }
@@ -122,24 +115,24 @@ export default {
 
     if (this.autoStopMins !== undefined) {
       if (this.autoStopMins !== 0 && this.autoStopMins < 10) {
-        throw new Error("autoStopMins must be 0 or >= 10.");
+        throw new ConfigurationError("autoStopMins must be 0 or >= 10.");
       }
       payload.auto_stop_mins = this.autoStopMins;
     }
 
     if (this.minNumClusters !== undefined) {
       if (this.minNumClusters < 1 || this.minNumClusters > 30) {
-        throw new Error("minNumClusters must be between 1 and 30.");
+        throw new ConfigurationError("minNumClusters must be between 1 and 30.");
       }
       payload.min_num_clusters = this.minNumClusters;
     }
 
     if (this.maxNumClusters !== undefined) {
       if (this.maxNumClusters < 1 || this.maxNumClusters > 30) {
-        throw new Error("maxNumClusters must be between 1 and 30.");
+        throw new ConfigurationError("maxNumClusters must be between 1 and 30.");
       }
       if (this.minNumClusters !== undefined && this.maxNumClusters < this.minNumClusters) {
-        throw new Error("maxNumClusters must be >= minNumClusters.");
+        throw new ConfigurationError("maxNumClusters must be >= minNumClusters.");
       }
       payload.max_num_clusters = this.maxNumClusters;
     }
@@ -147,23 +140,32 @@ export default {
     if (this.enablePhoton !== undefined) payload.enable_photon = this.enablePhoton;
     if (this.enableServerlessCompute !== undefined) {
       if (this.warehouseType === "CLASSIC" && this.enableServerlessCompute) {
-        throw new Error("Serverless compute requires warehouseType = PRO.");
+        throw new ConfigurationError("Serverless compute requires warehouseType = PRO.");
       }
       payload.enable_serverless_compute = this.enableServerlessCompute;
     }
 
+    const parsedTags = utils.parseObject(this.tags);
+    const tags = Object.entries(parsedTags).map(([
+      key,
+      value,
+    ]) => ({
+      key,
+      value,
+    }));
+
     if (this.warehouseType !== undefined) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy !== undefined) {
       payload.spot_instance_policy = this.spotInstancePolicy;
     }
-    if (this.tags !== undefined) payload.tags = this.tags;
-    if (this.channel !== undefined) payload.channel = this.channel;
+    if (tags.length) payload.tags = tags;
+    if (this.channel !== undefined) payload.channel = utils.parseObject(this.channel);
     if (this.instanceProfileArn !== undefined) {
       payload.instance_profile_arn = this.instanceProfileArn;
     }
 
     if (!Object.keys(payload).length) {
-      throw new Error("No fields to update. Provide at least one property.");
+      throw new ConfigurationError("No fields to update. Provide at least one property.");
     }
 
     const response = await this.databricks.editSQLWarehouse({
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
index f84cc9996d4a3..37202334854c5 100644
--- a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-get-sql-warehouse-config",
   name: "Get SQL Warehouse Config",
-  description: "Retrieves the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouses/getworkspacewarehouseconfig)",
+  description: "Retrieves the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getworkspacewarehouseconfig)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
index 852a416f748f0..66ec10e7d75a7 100644
--- a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-get-sql-warehouse-permissions",
   name: "Get SQL Warehouse Permissions",
-  description: "Retrieves the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/getpermissions)",
+  description: "Retrieves the permissions for a specific SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getpermissions)",
   version: "0.0.1",
   type: "action",
   props: {
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 177701274c685..b8e562a20d34d 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -1,9 +1,11 @@
 import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
 
 export default {
   key: "databricks-set-sql-warehouse-config",
   name: "Set SQL Warehouse Config",
-  description: "Updates the global configuration for SQL Warehouses. [See docs](https://docs.databricks.com/api/workspace/warehouses/setworkspacewarehouseconfig)",
+  description: "Updates the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/setworkspacewarehouseconfig)",
   version: "0.0.1",
   type: "action",
   props: {
@@ -44,67 +46,27 @@ export default {
       optional: true,
     },
     configParam: {
-      type: "object[]",
+      type: "object",
       label: "Config Parameters",
       description: "General config key/value pairs. Example item: `{ \"key\": \"some.config\", \"value\": \"true\" }`",
-      properties: {
-        key: {
-          type: "string",
-          label: "Key",
-        },
-        value: {
-          type: "string",
-          label: "Value",
-        },
-      },
       optional: true,
     },
     globalParam: {
-      type: "object[]",
+      type: "object",
       label: "Global Parameters",
       description: "Global config key/value pairs applied to all warehouses.",
-      properties: {
-        key: {
-          type: "string",
-          label: "Key",
-        },
-        value: {
-          type: "string",
-          label: "Value",
-        },
-      },
       optional: true,
     },
     sqlConfigurationParameters: {
-      type: "object[]",
+      type: "object",
       label: "SQL Configuration Parameters",
       description: "SQL-specific configuration key/value pairs.",
-      properties: {
-        key: {
-          type: "string",
-          label: "Key",
-        },
-        value: {
-          type: "string",
-          label: "Value",
-        },
-      },
       optional: true,
     },
     dataAccessConfig: {
-      type: "object[]",
+      type: "object",
       label: "Data Access Config",
       description: "Key/value pairs for data access configuration (e.g., credentials passthrough, external storage access).",
-      properties: {
-        key: {
-          type: "string",
-          label: "Key",
-        },
-        value: {
-          type: "string",
-          label: "Value",
-        },
-      },
       optional: true,
     },
   },
@@ -140,24 +102,25 @@ export default {
       payload.security_policy = this.securityPolicy;
     }
     if (this.channel !== undefined) {
-      payload.channel = this.channel;
+      payload.channel = utils.parseObject(this.channel);
     }
-    if (Array.isArray(this.enabledWarehouseTypes) && this.enabledWarehouseTypes.length) {
-      payload.enabled_warehouse_types = this.enabledWarehouseTypes.map((item, idx) => {
+    const enabledWarehouseTypes = utils.parseObject(this.enabledWarehouseTypes);
+    if (Array.isArray(enabledWarehouseTypes) && enabledWarehouseTypes.length) {
+      payload.enabled_warehouse_types = enabledWarehouseTypes.map((item, idx) => {
         let obj = item;
         if (typeof item === "string") {
           try { obj = JSON.parse(item); } catch (e) {
-            throw new Error(`enabledWarehouseTypes[${idx}] must be valid JSON: ${e.message}`);
+            throw new ConfigurationError(`enabledWarehouseTypes[${idx}] must be valid JSON: ${e.message}`);
           }
         }
         if (!obj || typeof obj !== "object") {
-          throw new Error(`enabledWarehouseTypes[${idx}] must be an object with { "warehouse_type": string, "enabled": boolean }`);
+          throw new ConfigurationError(`enabledWarehouseTypes[${idx}] must be an object with { "warehouse_type": string, "enabled": boolean }`);
         }
         const {
           warehouse_type, enabled,
         } = obj;
         if (typeof warehouse_type !== "string" || typeof enabled !== "boolean") {
-          throw new Error(`enabledWarehouseTypes[${idx}] invalid shape; expected { "warehouse_type": string, "enabled": boolean }`);
+          throw new ConfigurationError(`enabledWarehouseTypes[${idx}] invalid shape; expected { "warehouse_type": string, "enabled": boolean }`);
         }
         return {
           warehouse_type,
@@ -165,23 +128,27 @@ export default {
         };
       });
     }
-    if (Array.isArray(this.configParam) && this.configParam.length) {
+    const configParam = utils.parseObject(this.configParam);
+    if (Array.isArray(configParam) && configParam.length) {
       payload.config_param = {
-        configuration_pairs: this.configParam,
+        configuration_pairs: configParam,
       };
     }
-    if (Array.isArray(this.globalParam) && this.globalParam.length) {
+    const globalParam = utils.parseObject(this.globalParam);
+    if (Array.isArray(globalParam) && globalParam.length) {
       payload.global_param = {
-        configuration_pairs: this.globalParam,
+        configuration_pairs: globalParam,
       };
     }
-    if (Array.isArray(this.sqlConfigurationParameters) && this.sqlConfigurationParameters.length) {
+    const sqlConfigurationParameters = utils.parseObject(this.sqlConfigurationParameters);
+    if (Array.isArray(sqlConfigurationParameters) && sqlConfigurationParameters.length) {
       payload.sql_configuration_parameters = {
-        configuration_pairs: this.sqlConfigurationParameters,
+        configuration_pairs: sqlConfigurationParameters,
       };
     }
-    if (Array.isArray(this.dataAccessConfig) && this.dataAccessConfig.length) {
-      payload.data_access_config = this.dataAccessConfig;
+    const dataAccessConfig = utils.parseObject(this.dataAccessConfig);
+    if (Array.isArray(dataAccessConfig) && dataAccessConfig.length) {
+      payload.data_access_config = dataAccessConfig;
     }
     const response = await this.databricks.setSQLWarehouseConfig({
       data: payload,
diff --git a/components/databricks/common/constants.mjs b/components/databricks/common/constants.mjs
new file mode 100644
index 0000000000000..4b53df7a27a86
--- /dev/null
+++ b/components/databricks/common/constants.mjs
@@ -0,0 +1,15 @@
+export const CLUSTER_SIZES = [
+  "2X-Small",
+  "X-Small",
+  "Small",
+  "Medium",
+  "Large",
+  "X-Large",
+  "2X-Large",
+  "3X-Large",
+  "4X-Large",
+];
+
+export default {
+  CLUSTER_SIZES,
+};
diff --git a/components/databricks/common/utils.mjs b/components/databricks/common/utils.mjs
new file mode 100644
index 0000000000000..40bdddb456371
--- /dev/null
+++ b/components/databricks/common/utils.mjs
@@ -0,0 +1,31 @@
+const parseObject = (obj) => {
+  if (!obj) return {};
+
+  if (typeof obj === "string") {
+    try {
+      return JSON.parse(obj);
+    } catch (e) {
+      return obj;
+    }
+  }
+
+  if (Array.isArray(obj)) {
+    return obj.map((item) => parseObject(item));
+  }
+
+  if (typeof obj === "object") {
+    return Object.fromEntries(Object.entries(obj).map(([
+      key,
+      value,
+    ]) => [
+      key,
+      parseObject(value),
+    ]));
+  }
+
+  return obj;
+};
+
+export default {
+  parseObject,
+};

From 2222816b7912a8453a69374a9e64436773053e11 Mon Sep 17 00:00:00 2001
From: Leo Vu <vunguyenhung@outlook.com>
Date: Tue, 2 Sep 2025 08:08:33 +0700
Subject: [PATCH 14/39] Add default value for maxNumClusters

---
 .../actions/create-sql-warehouse/create-sql-warehouse.mjs        | 1 +
 1 file changed, 1 insertion(+)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index d857beaeaec0d..bfdcc63bbc8e0 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -42,6 +42,7 @@ export default {
       label: "Max Number of Clusters",
       description: "Maximum number of clusters for autoscaler (≥ min_num_clusters and ≤ 30).",
       optional: true,
+      default: 1,
     },
     enablePhoton: {
       type: "boolean",

From 2aeacf22cf0419bfc01d0a464ea859c4979cdd1d Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Tue, 2 Sep 2025 12:17:02 +0530
Subject: [PATCH 15/39] create and edit sql warehouses fixes

---
 .../actions/create-sql-warehouse/create-sql-warehouse.mjs | 8 ++++++--
 .../actions/edit-sql-warehouse/edit-sql-warehouse.mjs     | 7 ++++---
 2 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index bfdcc63bbc8e0..1ab590daec03f 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -133,13 +133,18 @@ export default {
     }
 
     const parsedTags = utils.parseObject(this.tags);
-    const tags = Object.entries(parsedTags).map(([
+    const tagArray = Object.entries(parsedTags).map(([
       key,
       value,
     ]) => ({
       key,
       value,
     }));
+    if (tagArray.length) {
+      payload.tags = {
+        custom_tags: tagArray,
+      };
+    }
 
     if (this.enablePhoton !== undefined)
       payload.enable_photon = this.enablePhoton;
@@ -149,7 +154,6 @@ export default {
     if (this.spotInstancePolicy)
       payload.spot_instance_policy = this.spotInstancePolicy;
     if (this.channel) payload.channel = utils.parseObject(this.channel);
-    if (tags.length) payload.tags = tags;
     if (this.instanceProfileArn)
       payload.instance_profile_arn = this.instanceProfileArn;
 
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 20d164dcc7fd7..f8586ea5c43e7 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -146,19 +146,20 @@ export default {
     }
 
     const parsedTags = utils.parseObject(this.tags);
-    const tags = Object.entries(parsedTags).map(([
+    const tagArray = Object.entries(parsedTags).map(([
       key,
       value,
     ]) => ({
       key,
       value,
     }));
-
+    if (tagArray.length) {
+      payload.tags = { custom_tags: tagArray };
+    }
     if (this.warehouseType !== undefined) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy !== undefined) {
       payload.spot_instance_policy = this.spotInstancePolicy;
     }
-    if (tags.length) payload.tags = tags;
     if (this.channel !== undefined) payload.channel = utils.parseObject(this.channel);
     if (this.instanceProfileArn !== undefined) {
       payload.instance_profile_arn = this.instanceProfileArn;

From 9bfe02300a1562e861c9c9ff2c6b004ec88bfa5e Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Tue, 2 Sep 2025 12:20:27 +0530
Subject: [PATCH 16/39] create and edit sql warehouse fixes

---
 .../actions/edit-sql-warehouse/edit-sql-warehouse.mjs         | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index f8586ea5c43e7..a4e4cde5ef199 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -154,7 +154,9 @@ export default {
       value,
     }));
     if (tagArray.length) {
-      payload.tags = { custom_tags: tagArray };
+      payload.tags = {
+        custom_tags: tagArray,
+      };
     }
     if (this.warehouseType !== undefined) payload.warehouse_type = this.warehouseType;
     if (this.spotInstancePolicy !== undefined) {

From 99dfc76c833e4b4d6b314183aa8eeb61b78707d8 Mon Sep 17 00:00:00 2001
From: Michelle Bergeron <michelle.bergeron@gmail.com>
Date: Tue, 2 Sep 2025 11:41:22 -0400
Subject: [PATCH 17/39] updates

---
 .../create-sql-warehouse.mjs                     |  2 +-
 .../edit-sql-warehouse/edit-sql-warehouse.mjs    |  6 ++----
 .../set-sql-warehouse-config.mjs                 |  2 +-
 .../set-sql-warehouse-permissions.mjs            | 16 ++++++----------
 4 files changed, 10 insertions(+), 16 deletions(-)

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 1ab590daec03f..3efeb90ef1d60 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -83,7 +83,7 @@ export default {
       type: "object",
       label: "Channel",
       description:
-        "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CURRENT\", \"dbsql_version\": \"2023.35\" }`",
+        "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CUSTOM\", \"dbsql_version\": \"2023.35\" }`",
       optional: true,
     },
     tags: {
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index a4e4cde5ef199..e61b6e987109c 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -92,7 +92,7 @@ export default {
     channel: {
       type: "object",
       label: "Channel",
-      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CURRENT\", \"dbsql_version\": \"2023.35\" }`",
+      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CUSTOM\", \"dbsql_version\": \"2023.35\" }`",
       optional: true,
     },
     instanceProfileArn: {
@@ -179,7 +179,5 @@ export default {
 
     $.export("$summary", `Successfully edited SQL Warehouse ID ${this.warehouseId}`);
     return response;
-  }
-  ,
-
+  },
 };
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index b8e562a20d34d..730cd3b96cb26 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -36,7 +36,7 @@ export default {
     channel: {
       type: "object",
       label: "Channel",
-      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_PREVIEW\", \"dbsql_version\": \"2023.35\" }`",
+      description: "Channel details. Example: `{ \"name\": \"CHANNEL_NAME_CUSTOM\", \"dbsql_version\": \"2023.35\" }`",
       optional: true,
     },
     enabledWarehouseTypes: {
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index 09707eb43e9e6..7fc5ae029df47 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -1,4 +1,6 @@
 import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
 
 export default {
   key: "databricks-set-sql-warehouse-permissions",
@@ -22,17 +24,11 @@ export default {
     },
   },
   async run({ $ }) {
-    let acl = [];
-    try {
-      acl = (this.accessControlList || [])
-        .map((entry) =>
-          typeof entry === "string"
-            ? JSON.parse(entry)
-            : entry)
-        .filter((entry) => entry && Object.keys(entry).length > 0);
-    } catch (err) {
-      throw new Error(`Invalid JSON in Access Control List: ${err.message}`);
+    let acl = utils.parseObject(this.accessControlList);
+    if (!Array.isArray(acl)) {
+      throw new ConfigurationError("Access Control List must be an array");
     }
+    acl = acl.filter((entry) => entry && Object.keys(entry).length > 0);
 
     const response = await this.databricks.setSQLWarehousePermissions({
       warehouseId: this.warehouseId,

From 62287c709298478a7e00d2098270b96e7e44ee9d Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Thu, 4 Sep 2025 15:40:04 +0530
Subject: [PATCH 18/39] Added Vector Search Index API actions

Summary
This PR adds support for Databricks Vector Search Index APIs by implementing 9 new actions.

Changes
- Added create index action
- Added get index action
- Added list indexes action
- Added delete index action
- Added query index action
- Added sync index action
- Added scan index action
- Added upsert index data action
- Added delete index data action

Resolves #18126
---
 .../create-sql-warehouse.mjs                  |   2 +-
 .../create-vector-search-index.mjs            | 120 ++++++++++++++++++
 .../delete-sql-warehouse.mjs                  |   2 +-
 .../delete-vector-search-index-data.mjs       |  46 +++++++
 .../delete-vector-search-index.mjs            |  27 ++++
 .../edit-sql-warehouse/edit-sql-warehouse.mjs |   2 +-
 .../actions/get-run-output/get-run-output.mjs |   2 +-
 .../get-sql-warehouse-config.mjs              |   2 +-
 .../get-sql-warehouse-permissions.mjs         |   2 +-
 .../get-sql-warehouse/get-sql-warehouse.mjs   |   2 +-
 .../get-vector-search-index.mjs               |  31 +++++
 .../actions/list-runs/list-runs.mjs           |   2 +-
 .../list-sql-warehouses.mjs                   |   2 +-
 .../list-vector-search-indexes.mjs            |  21 +++
 .../query-vector-search-index.mjs             |  91 +++++++++++++
 .../actions/run-job-now/run-job-now.mjs       |   2 +-
 .../scan-vector-search-index.mjs              |  55 ++++++++
 .../set-sql-warehouse-config.mjs              |   2 +-
 .../set-sql-warehouse-permissions.mjs         |   2 +-
 .../start-sql-warehouse.mjs                   |   2 +-
 .../stop-sql-warehouse/stop-sql-warehouse.mjs |   2 +-
 .../sync-vector-search-index.mjs              |  31 +++++
 .../upsert-vector-search-index-data.mjs       |  55 ++++++++
 components/databricks/databricks.app.mjs      |  85 +++++++++++++
 components/databricks/package.json            |   2 +-
 25 files changed, 577 insertions(+), 15 deletions(-)
 create mode 100644 components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
 create mode 100644 components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
 create mode 100644 components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
 create mode 100644 components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
 create mode 100644 components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
 create mode 100644 components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
 create mode 100644 components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
 create mode 100644 components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
 create mode 100644 components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs

diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 3efeb90ef1d60..b953d78090e61 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -7,7 +7,7 @@ export default {
   key: "databricks-create-sql-warehouse",
   name: "Create SQL Warehouse",
   description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/create)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
new file mode 100644
index 0000000000000..78215f9482c54
--- /dev/null
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -0,0 +1,120 @@
+import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
+
+export default {
+  key: "databricks-create-vector-search-index",
+  name: "Create Vector Search Index",
+  description:
+    "Creates a new vector search index in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/createindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    name: {
+      type: "string",
+      label: "Index Name",
+      description:
+        "A unique name for the index (e.g., `main_catalog.docs.en_wiki_index`).",
+    },
+    endpointName: {
+      type: "string",
+      label: "Endpoint Name",
+      description: "The vector search endpoint that will serve the index.",
+    },
+    indexType: {
+      type: "string",
+      label: "Index Type",
+      description: "Type of index (`DELTA_SYNC` or `DIRECT_ACCESS`).",
+      options: ["DELTA_SYNC", "DIRECT_ACCESS"],
+    },
+    primaryKey: {
+      type: "string",
+      label: "Primary Key",
+      description: "The primary key column for the index.",
+    },
+    sourceTable: {
+      type: "string",
+      label: "Source Table",
+      description:
+        "The Delta table backing the index (required if `indexType` is `DELTA_SYNC`).",
+      optional: true,
+    },
+    columnsToSync: {
+      type: "string[]",
+      label: "Columns to Sync",
+      description:
+        "List of columns to sync from the source Delta table. Example: `[\"id\", \"text\"]`",
+      optional: true,
+    },
+    embeddingSourceColumns: {
+      type: "string[]",
+      label: "Embedding Source Columns",
+      description:
+        "List of embedding source column configs. Each entry should be a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`",
+      optional: true,
+    },
+    pipelineType: {
+      type: "string",
+      label: "Pipeline Type",
+      description: "Pipeline type for syncing (default: TRIGGERED).",
+      options: ["TRIGGERED", "CONTINUOUS"],
+      optional: true,
+      default: "TRIGGERED",
+    },
+  },
+
+  async run({ $ }) {
+    const payload = {
+      name: this.name,
+      endpoint_name: this.endpointName,
+      index_type: this.indexType,
+      primary_key: this.primaryKey,
+    };
+
+    if (this.indexType === "DELTA_SYNC") {
+      if (!this.sourceTable) {
+        throw new ConfigurationError(
+          "sourceTable is required when indexType is DELTA_SYNC."
+        );
+      }
+
+      const columnsToSync = utils.parseObject(this.columnsToSync);
+      const embeddingSourceColumns = utils.parseObject(
+        this.embeddingSourceColumns
+      );
+
+      if (!Array.isArray(columnsToSync) || !columnsToSync.length) {
+        throw new ConfigurationError(
+          "columnsToSync must be a non-empty array for DELTA_SYNC indexes."
+        );
+      }
+      if (
+        !Array.isArray(embeddingSourceColumns) ||
+        !embeddingSourceColumns.length
+      ) {
+        throw new ConfigurationError(
+          "embeddingSourceColumns must be a non-empty array for DELTA_SYNC indexes."
+        );
+      }
+
+      payload.delta_sync_index_spec = {
+        source_table: this.sourceTable,
+        pipeline_type: this.pipelineType || "TRIGGERED",
+        columns_to_sync: columnsToSync,
+        embedding_source_columns: embeddingSourceColumns,
+      };
+    }
+
+    const response = await this.databricks.createVectorSearchIndex({
+      data: payload,
+      $,
+    });
+
+    $.export(
+      "$summary",
+      `Successfully created vector search index: ${response?.name || this.name}`
+    );
+    return response;
+  },
+};
diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
index 2eeea69a7713a..47584608434df 100644
--- a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-sql-warehouse",
   name: "Delete SQL Warehouse",
   description: "Deletes a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/delete)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
new file mode 100644
index 0000000000000..207466e2bbce7
--- /dev/null
+++ b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
@@ -0,0 +1,46 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-delete-data-from-vector-index",
+  name: "Delete Data from Vector Search Index",
+  description:
+    "Deletes rows from a Direct Access vector index by primary-key values. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/deletedatavectorindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",
+      ],
+    },
+    primaryKeys: {
+      type: "string[]",
+      label: "Primary Keys",
+      description:
+        "Values of the index’s primary key column to delete (e.g. `1`, `2`). These are the values for the column you set as `primary_key` when the index was created.",
+    },
+  },
+  async run({ $ }) {
+    const keys = (this.primaryKeys || [])
+      .map((s) => String(s).trim())
+      .filter(Boolean);
+
+    if (!keys.length) {
+      throw new Error("Please provide at least one primary key to delete.");
+    }
+    
+    const response = await this.databricks.deleteVectorSearchData({
+      indexName: this.indexName,
+      params: { primary_keys: keys }, 
+      $,
+    });
+
+    $.export(
+      "$summary",
+      `Requested delete of ${keys.length} row(s) from index "${this.indexName}".`,
+    );
+    return response;
+  },
+};
diff --git a/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs b/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
new file mode 100644
index 0000000000000..eee2834478e68
--- /dev/null
+++ b/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
@@ -0,0 +1,27 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-delete-vector-search-index",
+  name: "Delete Vector Search Index",
+  description: "Deletes a vector search index in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/deleteindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",
+      ],
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.deleteVectorSearchIndex({
+      indexName: this.indexName,
+      $,
+    });
+
+    $.export("$summary", `Successfully deleted vector search index: ${this.indexName}`);
+    return response;
+  },
+};
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index e61b6e987109c..293ee437f120a 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -7,7 +7,7 @@ export default {
   key: "databricks-edit-sql-warehouse",
   name: "Edit SQL Warehouse",
   description: "Edits the configuration of an existing SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/edit)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-run-output/get-run-output.mjs b/components/databricks/actions/get-run-output/get-run-output.mjs
index ecfa86fcf0576..c44b1001a7bfa 100644
--- a/components/databricks/actions/get-run-output/get-run-output.mjs
+++ b/components/databricks/actions/get-run-output/get-run-output.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-run-output",
   name: "Get Run Output",
   description: "Retrieve the output and metadata of a single task run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-get-output)",
-  version: "0.0.2",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
index 37202334854c5..1fbdda709e71b 100644
--- a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse-config",
   name: "Get SQL Warehouse Config",
   description: "Retrieves the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getworkspacewarehouseconfig)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
index 66ec10e7d75a7..4d76f5bb41c74 100644
--- a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse-permissions",
   name: "Get SQL Warehouse Permissions",
   description: "Retrieves the permissions for a specific SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getpermissions)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
index 3c5849846d41f..28d131c05c8f1 100644
--- a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
+++ b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse",
   name: "Get SQL Warehouse",
   description: "Retrieves details for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/get)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
new file mode 100644
index 0000000000000..96623f3464444
--- /dev/null
+++ b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
@@ -0,0 +1,31 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-get-vector-search-index",
+  name: "Get Vector Search Index",
+  description: "Retrieves details about a specific vector search index. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/getindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName", 
+      ],
+    },
+  },
+
+  async run({ $ }) {
+    const response = await this.databricks.getVectorSearchIndex({
+      indexName: this.indexName,
+      $,
+    });
+
+    $.export(
+      "$summary",
+      `Successfully retrieved vector search index: ${this.indexName}`,
+    );
+    return response;
+  },
+};
diff --git a/components/databricks/actions/list-runs/list-runs.mjs b/components/databricks/actions/list-runs/list-runs.mjs
index f24e52369b6e9..d2d7fe17cd3f3 100644
--- a/components/databricks/actions/list-runs/list-runs.mjs
+++ b/components/databricks/actions/list-runs/list-runs.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-runs",
   name: "List Runs",
   description: "Lists all runs available to the user. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.2",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
index fbcf1865e22ed..356622572a9a9 100644
--- a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-sql-warehouses",
   name: "List SQL Warehouses",
   description: "Lists all SQL Warehouses available in the Databricks workspace. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/list)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
new file mode 100644
index 0000000000000..1c93c9ad3c173
--- /dev/null
+++ b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
@@ -0,0 +1,21 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-list-vector-search-indexes",
+  name: "List Vector Search Indexes",
+  description: "Lists all vector search indexes in the workspace. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/listindexes)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+  },
+
+  async run({ $ }) {
+    const response = await this.databricks.listVectorSearchIndexes({ $ });
+
+    const count = response?.vector_indexes?.length || 0;
+    $.export("$summary", `Found ${count} vector search index${count === 1 ? "" : "es"}`);
+
+    return response;
+  },
+};
diff --git a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
new file mode 100644
index 0000000000000..3925a793764bd
--- /dev/null
+++ b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
@@ -0,0 +1,91 @@
+import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
+
+export default {
+  key: "databricks-query-vector-search-index",
+  name: "Query Vector Search Index",
+  description: "Query a specific vector search index in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/queryindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",
+      ],
+    },
+    columns: {
+      type: "string[]",
+      label: "Columns",
+      description: "List of column names to include in the response.",
+    },
+    queryText: {
+      type: "string",
+      label: "Query Text",
+      description: "Free-text query for semantic search.",
+      optional: true,
+    },
+    queryVector: {
+      type: "string",
+      label: "Query Vector",
+      description: "JSON array of floats representing the embedding vector for the query.",
+      optional: true,
+    },
+    filtersJson: {
+      type: "string",
+      label: "Filters JSON",
+      description: "JSON string representing query filters. Example: `{ \"id <\": 5 }`",
+      optional: true,
+    },
+    numResults: {
+      type: "integer",
+      label: "Number of Results",
+      description: "Number of results to return. Defaults to 10.",
+      optional: true,
+      default: 10,
+    },
+    includeEmbeddings: {
+      type: "boolean",
+      label: "Include Embeddings",
+      description: "Whether to include the embedding vectors in the results.",
+      optional: true,
+    },
+  },
+
+  async run({ $ }) {
+    const payload = {
+      columns: this.columns,
+      num_results: this.numResults,
+    };
+
+    if (this.queryText) payload.query_text = this.queryText;
+
+    if (this.queryVector) {
+      try {
+        payload.query_vector = JSON.parse(this.queryVector);
+      } catch (err) {
+        throw new Error(`Invalid queryVector JSON: ${err.message}`);
+      }
+    }
+
+    if (this.filtersJson) {
+      payload.filters_json = utils.parseObject(this.filtersJson);
+    }
+
+    if (this.includeEmbeddings !== undefined) {
+      payload.include_embeddings = this.includeEmbeddings;
+    }
+
+    const response = await this.databricks.queryVectorSearchIndex({
+      indexName: this.indexName,
+      data: payload,
+      $,
+    });
+
+    const count = response?.result?.data_array?.length || 0;
+    $.export("$summary", `Retrieved ${count} results from index ${this.indexName}`);
+
+    return response;
+  },
+};
diff --git a/components/databricks/actions/run-job-now/run-job-now.mjs b/components/databricks/actions/run-job-now/run-job-now.mjs
index 5de3e46e4ea59..4318cb98d9e8a 100644
--- a/components/databricks/actions/run-job-now/run-job-now.mjs
+++ b/components/databricks/actions/run-job-now/run-job-now.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-run-job-now",
   name: "Run Job Now",
   description: "Run a job now and return the id of the triggered run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.2",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs b/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
new file mode 100644
index 0000000000000..5f257bb0df025
--- /dev/null
+++ b/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
@@ -0,0 +1,55 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-scan-vector-search-index",
+  name: "Scan Vector Search Index",
+  description:
+    "Scans a vector search index and returns entries after the given primary key. [See documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/scanindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",
+      ],
+    },
+    lastPrimaryKey: {
+      type: "string",
+      label: "Last Primary Key",
+      description:
+        "Primary key of the last entry returned in the previous scan. Leave empty to start from the beginning.",
+      optional: true,
+    },
+    numResults: {
+      type: "integer",
+      label: "Number of Results",
+      description: "Number of results to return (defaults to 10).",
+      optional: true,
+      default: 10,
+    },
+  },
+
+  async run({ $ }) {
+    const body = {};
+    if (this.lastPrimaryKey !== undefined) {
+      body.last_primary_key = this.lastPrimaryKey;
+    }
+    if (this.numResults !== undefined) {
+      body.num_results = this.numResults;
+    }
+
+    const response = await this.databricks.scanVectorSearchIndex({
+      indexName: this.indexName,
+      data: body,
+      $,
+    });
+
+    $.export(
+      "$summary",
+      `Scanned index "${this.indexName}" and returned ${response?.data?.length ?? 0} entries.`,
+    );
+    return response;
+  },
+};
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 730cd3b96cb26..6c9d4a7b98e6e 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -6,7 +6,7 @@ export default {
   key: "databricks-set-sql-warehouse-config",
   name: "Set SQL Warehouse Config",
   description: "Updates the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/setworkspacewarehouseconfig)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index 7fc5ae029df47..202d1677dd5a9 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -6,7 +6,7 @@ export default {
   key: "databricks-set-sql-warehouse-permissions",
   name: "Set SQL Warehouse Permissions",
   description: "Updates the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/setpermissions)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
index 2de2b61cba5ac..669a593323040 100644
--- a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
+++ b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-start-sql-warehouse",
   name: "Start SQL Warehouse",
   description: "Starts a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/start)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
index 1388ec5102b61..0117fca5d801d 100644
--- a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
+++ b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-stop-sql-warehouse",
   name: "Stop SQL Warehouse",
   description: "Stops a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/stop)",
-  version: "0.0.1",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs b/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
new file mode 100644
index 0000000000000..3c843af65a0fc
--- /dev/null
+++ b/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
@@ -0,0 +1,31 @@
+import databricks from "../../databricks.app.mjs";
+
+export default {
+  key: "databricks-sync-vector-search-index",
+  name: "Sync Vector Search Index",
+  description: "Synchronize a Delta Sync vector search index in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/syncindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",
+      ],
+    },
+  },
+  async run({ $ }) {
+    const response = await this.databricks.syncVectorSearchIndex({
+      indexName: this.indexName,
+      $,
+    });
+
+    $.export(
+      "$summary",
+      `Successfully triggered sync for vector search index: ${this.indexName}`,
+    );
+
+    return response;
+  },
+};
diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
new file mode 100644
index 0000000000000..cf36364d09659
--- /dev/null
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -0,0 +1,55 @@
+import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
+import { ConfigurationError } from "@pipedream/platform";
+
+export default {
+  key: "databricks-upsert-vector-search-index",
+  name: "Upsert Vector Search Index Data",
+  description: "Upserts (inserts/updates) data into an existing vector search index. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/upsertdatavectorindex)",
+  version: "0.0.1",
+  type: "action",
+  props: {
+    databricks,
+    indexName: {
+      propDefinition: [
+        databricks,
+        "indexName",  
+      ],
+    },
+    rows: {
+      type: "string[]",
+      label: "Rows to Upsert",
+      description: "Array of rows to upsert. Each row should be a JSON object string. Example: `{ \"id\": \"1\", \"text\": \"hello world\", \"text_vector\": [1.0, 2.0, 3.0] }`",
+    },
+  },
+
+  async run({ $ }) {
+    const parsedRows = utils.parseObject(this.rows);
+
+    if (!Array.isArray(parsedRows) || !parsedRows.length) {
+      throw new ConfigurationError("rows must be a non-empty array of JSON objects.");
+    }
+
+    parsedRows.forEach((row, idx) => {
+      if (!row || typeof row !== "object") {
+        throw new ConfigurationError(`Row at index ${idx} is invalid. Each row must be a JSON object.`);
+      }
+      if (!row.id) {
+        throw new ConfigurationError(`Row at index ${idx} is missing required primary key field "id".`);
+      }
+    });
+
+    const payload = {
+      index_name: this.indexName,
+      inputs_json: JSON.stringify(parsedRows),
+    };
+
+    const response = await this.databricks.upsertVectorSearchIndex({
+      data: payload,
+      $,
+    });
+
+    $.export("$summary", `Successfully upserted ${parsedRows.length} row(s) into index ${this.indexName}`);
+    return response;
+  },
+};
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 05d6f88d697ab..9d4a377b96ddf 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -59,6 +59,20 @@ export default {
         })) || [];
       },
     },
+    indexName: {  
+      type: "string",
+      label: "Vector Search Index",
+      description: "The name of the vector search index",
+      async options() {
+        const { vector_indexes } = await this.listVectorSearchIndexes();
+        return vector_indexes?.map(({
+          name: value,
+        }) => ({
+          value,
+          label: value, 
+        })) || [];
+      },
+    },
   },
   methods: {
     _baseUrl() {
@@ -199,5 +213,76 @@ export default {
         ...args,
       });
     },
+    createVectorSearchIndex(args = {}) {
+      return this._makeRequest({
+        path: "/vector-search/indexes",
+        method: "POST",
+        ...args,
+      });
+    },
+
+    getVectorSearchIndex({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}`,
+        method: "GET",
+        ...args,
+      });
+    },
+
+    listVectorSearchIndexes(args = {}) {
+      return this._makeRequest({
+        path: "/vector-search/indexes",
+        method: "GET",
+        ...args,
+      });
+    },
+
+    deleteVectorSearchIndex({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}`,
+        method: "DELETE",
+        ...args,
+      });
+    },
+
+    queryVectorSearchIndex({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}/query`,
+        method: "POST",
+        ...args,
+      });
+    },
+
+    syncVectorSearchIndex({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}/sync`,
+        method: "POST",
+        ...args,
+      });
+    },
+
+    deleteVectorSearchData({ indexName,...args }) {
+      return this._makeRequest({
+        method: "DELETE",
+        url: `/api/2.0/vector-search/indexes/${indexName}/delete-data`,
+        ...args, 
+      });
+    },
+
+    upsertVectorSearchIndexData({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}/upsert-data`,
+        method: "POST",
+        ...args,
+      });
+    },
+
+    scanVectorSearchIndex({ indexName, ...args }) {
+      return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}/scan`,
+        method: "POST",
+        ...args,
+      });
+    },
   },
 };
diff --git a/components/databricks/package.json b/components/databricks/package.json
index f49e7482191ef..e1cb32dbd8eaa 100644
--- a/components/databricks/package.json
+++ b/components/databricks/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@pipedream/databricks",
-  "version": "0.2.0",
+  "version": "0.3.0",
   "description": "Pipedream Databricks Components",
   "main": "databricks.app.mjs",
   "keywords": [

From ee33ab44c058d28dd85d0d7ab5b0dbc92b0fa505 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Thu, 4 Sep 2025 16:38:28 +0530
Subject: [PATCH 19/39] addressed coderabbit review feedback

---
 .../create-vector-search-index.mjs            | 31 +++++++++-----
 .../delete-vector-search-index-data.mjs       |  6 ++-
 .../get-vector-search-index.mjs               |  2 +-
 .../list-vector-search-indexes.mjs            |  8 +++-
 .../upsert-vector-search-index-data.mjs       |  2 +-
 components/databricks/databricks.app.mjs      | 40 ++++++++++++-------
 6 files changed, 59 insertions(+), 30 deletions(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 78215f9482c54..1d85e6a8d2312 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -26,7 +26,10 @@ export default {
       type: "string",
       label: "Index Type",
       description: "Type of index (`DELTA_SYNC` or `DIRECT_ACCESS`).",
-      options: ["DELTA_SYNC", "DIRECT_ACCESS"],
+      options: [
+        "DELTA_SYNC",
+        "DIRECT_ACCESS",
+      ],
     },
     primaryKey: {
       type: "string",
@@ -58,7 +61,10 @@ export default {
       type: "string",
       label: "Pipeline Type",
       description: "Pipeline type for syncing (default: TRIGGERED).",
-      options: ["TRIGGERED", "CONTINUOUS"],
+      options: [
+        "TRIGGERED",
+        "CONTINUOUS",
+      ],
       optional: true,
       default: "TRIGGERED",
     },
@@ -75,18 +81,23 @@ export default {
     if (this.indexType === "DELTA_SYNC") {
       if (!this.sourceTable) {
         throw new ConfigurationError(
-          "sourceTable is required when indexType is DELTA_SYNC."
+          "sourceTable is required when indexType is DELTA_SYNC.",
         );
       }
+      const columnsToSync = Array.isArray(this.columnsToSync)
+        ? this.columnsToSync
+        : utils.parseObject(this.columnsToSync);
 
-      const columnsToSync = utils.parseObject(this.columnsToSync);
-      const embeddingSourceColumns = utils.parseObject(
-        this.embeddingSourceColumns
-      );
+      const embeddingSourceColumns = Array.isArray(this.embeddingSourceColumns)
+        ? this.embeddingSourceColumns.map((item) =>
+          typeof item === "string"
+            ? JSON.parse(item)
+            : item)
+        : utils.parseObject(this.embeddingSourceColumns);
 
       if (!Array.isArray(columnsToSync) || !columnsToSync.length) {
         throw new ConfigurationError(
-          "columnsToSync must be a non-empty array for DELTA_SYNC indexes."
+          "columnsToSync must be a non-empty array for DELTA_SYNC indexes.",
         );
       }
       if (
@@ -94,7 +105,7 @@ export default {
         !embeddingSourceColumns.length
       ) {
         throw new ConfigurationError(
-          "embeddingSourceColumns must be a non-empty array for DELTA_SYNC indexes."
+          "embeddingSourceColumns must be a non-empty array for DELTA_SYNC indexes.",
         );
       }
 
@@ -113,7 +124,7 @@ export default {
 
     $.export(
       "$summary",
-      `Successfully created vector search index: ${response?.name || this.name}`
+      `Successfully created vector search index: ${response?.name || this.name}`,
     );
     return response;
   },
diff --git a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
index 207466e2bbce7..8c2510357de36 100644
--- a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
+++ b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
@@ -30,10 +30,12 @@ export default {
     if (!keys.length) {
       throw new Error("Please provide at least one primary key to delete.");
     }
-    
+
     const response = await this.databricks.deleteVectorSearchData({
       indexName: this.indexName,
-      params: { primary_keys: keys }, 
+      data: {
+        primary_keys: keys,
+      },
       $,
     });
 
diff --git a/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
index 96623f3464444..6fa66762c1bbf 100644
--- a/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
+++ b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
@@ -11,7 +11,7 @@ export default {
     indexName: {
       propDefinition: [
         databricks,
-        "indexName", 
+        "indexName",
       ],
     },
   },
diff --git a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
index 1c93c9ad3c173..5f48fe8f13c2d 100644
--- a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
+++ b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
@@ -11,10 +11,14 @@ export default {
   },
 
   async run({ $ }) {
-    const response = await this.databricks.listVectorSearchIndexes({ $ });
+    const response = await this.databricks.listVectorSearchIndexes({
+      $,
+    });
 
     const count = response?.vector_indexes?.length || 0;
-    $.export("$summary", `Found ${count} vector search index${count === 1 ? "" : "es"}`);
+    $.export("$summary", `Found ${count} vector search index${count === 1
+      ? ""
+      : "es"}`);
 
     return response;
   },
diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
index cf36364d09659..3f55184300d54 100644
--- a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -13,7 +13,7 @@ export default {
     indexName: {
       propDefinition: [
         databricks,
-        "indexName",  
+        "indexName",
       ],
     },
     rows: {
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 9d4a377b96ddf..b1f624397ea21 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -59,17 +59,15 @@ export default {
         })) || [];
       },
     },
-    indexName: {  
+    indexName: {
       type: "string",
       label: "Vector Search Index",
       description: "The name of the vector search index",
       async options() {
         const { vector_indexes } = await this.listVectorSearchIndexes();
-        return vector_indexes?.map(({
-          name: value,
-        }) => ({
+        return vector_indexes?.map(({ name: value }) => ({
           value,
-          label: value, 
+          label: value,
         })) || [];
       },
     },
@@ -221,7 +219,9 @@ export default {
       });
     },
 
-    getVectorSearchIndex({ indexName, ...args }) {
+    getVectorSearchIndex({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}`,
         method: "GET",
@@ -237,7 +237,9 @@ export default {
       });
     },
 
-    deleteVectorSearchIndex({ indexName, ...args }) {
+    deleteVectorSearchIndex({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}`,
         method: "DELETE",
@@ -245,7 +247,9 @@ export default {
       });
     },
 
-    queryVectorSearchIndex({ indexName, ...args }) {
+    queryVectorSearchIndex({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}/query`,
         method: "POST",
@@ -253,7 +257,9 @@ export default {
       });
     },
 
-    syncVectorSearchIndex({ indexName, ...args }) {
+    syncVectorSearchIndex({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}/sync`,
         method: "POST",
@@ -261,15 +267,19 @@ export default {
       });
     },
 
-    deleteVectorSearchData({ indexName,...args }) {
+    deleteVectorSearchData({
+      indexName, ...args
+    }) {
       return this._makeRequest({
+        path: `/vector-search/indexes/${indexName}/delete-data`,
         method: "DELETE",
-        url: `/api/2.0/vector-search/indexes/${indexName}/delete-data`,
-        ...args, 
+        ...args,
       });
     },
 
-    upsertVectorSearchIndexData({ indexName, ...args }) {
+    upsertVectorSearchIndexData({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}/upsert-data`,
         method: "POST",
@@ -277,7 +287,9 @@ export default {
       });
     },
 
-    scanVectorSearchIndex({ indexName, ...args }) {
+    scanVectorSearchIndex({
+      indexName, ...args
+    }) {
       return this._makeRequest({
         path: `/vector-search/indexes/${indexName}/scan`,
         method: "POST",

From a13c04cf9e8142eabbc7855d9ce3d5eda8eacb82 Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 8 Sep 2025 16:37:46 +0530
Subject: [PATCH 20/39] version updated

---
 .../databricks/actions/create-endpoint/create-endpoint.mjs      | 2 +-
 .../actions/create-sql-warehouse/create-sql-warehouse.mjs       | 2 +-
 .../databricks/actions/delete-endpoint/delete-endpoint.mjs      | 2 +-
 components/databricks/actions/get-endpoint/get-endpoint.mjs     | 2 +-
 components/databricks/actions/list-endpoints/list-endpoints.mjs | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/components/databricks/actions/create-endpoint/create-endpoint.mjs b/components/databricks/actions/create-endpoint/create-endpoint.mjs
index 3777a7ca32c5e..33bf7ad4d7a8f 100644
--- a/components/databricks/actions/create-endpoint/create-endpoint.mjs
+++ b/components/databricks/actions/create-endpoint/create-endpoint.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-create-endpoint",
   name: "Create Endpoint",
   description: "Create a new vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/createendpoint)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index 01176403df86c..b953d78090e61 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -7,7 +7,7 @@ export default {
   key: "databricks-create-sql-warehouse",
   name: "Create SQL Warehouse",
   description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/create)",
-  version: "0.0.3"
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/delete-endpoint/delete-endpoint.mjs b/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
index 5ad2a8c43304f..4a95bb6f13e2d 100644
--- a/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
+++ b/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-endpoint",
   name: "Delete Endpoint",
   description: "Delete a vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/deleteendpoint)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-endpoint/get-endpoint.mjs b/components/databricks/actions/get-endpoint/get-endpoint.mjs
index 99fd6b71abb96..1f494f4658be1 100644
--- a/components/databricks/actions/get-endpoint/get-endpoint.mjs
+++ b/components/databricks/actions/get-endpoint/get-endpoint.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-endpoint",
   name: "Get Endpoint",
   description: "Get details of a specific vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/getendpoint)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-endpoints/list-endpoints.mjs b/components/databricks/actions/list-endpoints/list-endpoints.mjs
index ed06bdebf9710..c0fe92e1672e6 100644
--- a/components/databricks/actions/list-endpoints/list-endpoints.mjs
+++ b/components/databricks/actions/list-endpoints/list-endpoints.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-endpoints",
   name: "List Endpoints",
   description: "List all vector search endpoints. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/listendpoints)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     databricks,

From 30e5b6c32e91f7f0fd867b9a01e6db7b05a8a9cb Mon Sep 17 00:00:00 2001
From: Lokesh Chand <lokeshchand307@gmail.com>
Date: Mon, 8 Sep 2025 16:56:29 +0530
Subject: [PATCH 21/39] resolved the linting issues

---
 .../delete-vector-search-index-data.mjs                         | 2 +-
 .../upsert-vector-search-index-data.mjs                         | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
index 8c2510357de36..3a33ee8be9075 100644
--- a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
+++ b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
@@ -1,7 +1,7 @@
 import databricks from "../../databricks.app.mjs";
 
 export default {
-  key: "databricks-delete-data-from-vector-index",
+  key: "databricks-delete-vector-search-index-data",
   name: "Delete Data from Vector Search Index",
   description:
     "Deletes rows from a Direct Access vector index by primary-key values. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/deletedatavectorindex)",
diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
index 3f55184300d54..eb2c995eb7003 100644
--- a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -3,7 +3,7 @@ import utils from "../../common/utils.mjs";
 import { ConfigurationError } from "@pipedream/platform";
 
 export default {
-  key: "databricks-upsert-vector-search-index",
+  key: "databricks-upsert-vector-search-index-data",
   name: "Upsert Vector Search Index Data",
   description: "Upserts (inserts/updates) data into an existing vector search index. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/upsertdatavectorindex)",
   version: "0.0.1",

From 47fe441f0bfde51ee7f4ac366c9da67bf2ac7e87 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokesh@akitra.com>
Date: Sat, 13 Sep 2025 23:07:09 +0530
Subject: [PATCH 22/39] addressed all test failures

---
 .../create-vector-search-index.mjs            | 37 ++++++++++-----
 .../list-vector-search-indexes.mjs            | 45 +++++++++++++++----
 .../query-vector-search-index.mjs             |  2 +-
 3 files changed, 65 insertions(+), 19 deletions(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 1d85e6a8d2312..6133aff800f7f 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -18,9 +18,10 @@ export default {
         "A unique name for the index (e.g., `main_catalog.docs.en_wiki_index`).",
     },
     endpointName: {
-      type: "string",
-      label: "Endpoint Name",
-      description: "The vector search endpoint that will serve the index.",
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
     },
     indexType: {
       type: "string",
@@ -40,21 +41,28 @@ export default {
       type: "string",
       label: "Source Table",
       description:
-        "The Delta table backing the index (required if `indexType` is `DELTA_SYNC`).",
+        "The Delta table backing the index (required for `DELTA_SYNC`).",
       optional: true,
     },
     columnsToSync: {
       type: "string[]",
       label: "Columns to Sync",
       description:
-        "List of columns to sync from the source Delta table. Example: `[\"id\", \"text\"]`",
+        "List of columns to sync from the source Delta table. Example: `[\"id\", \"text\"]` (required for `DELTA_SYNC`).",
       optional: true,
     },
     embeddingSourceColumns: {
       type: "string[]",
       label: "Embedding Source Columns",
       description:
-        "List of embedding source column configs. Each entry should be a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`",
+        "List of embedding source column configs. Each entry should be a JSON object string like `[ { \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" } ]` (required for `DELTA_SYNC`).",
+      optional: true,
+    },
+    schemaJson: {
+      type: "string",
+      label: "Schema JSON",
+      description:
+        "The schema of the index in JSON format. Example: `{ \"columns\": [{ \"name\": \"id\", \"type\": \"string\" }, { \"name\": \"text_vector\", \"type\": \"array<double>\" }] }`. Required for `DIRECT_ACCESS` indexes.",
       optional: true,
     },
     pipelineType: {
@@ -84,6 +92,7 @@ export default {
           "sourceTable is required when indexType is DELTA_SYNC.",
         );
       }
+
       const columnsToSync = Array.isArray(this.columnsToSync)
         ? this.columnsToSync
         : utils.parseObject(this.columnsToSync);
@@ -100,10 +109,7 @@ export default {
           "columnsToSync must be a non-empty array for DELTA_SYNC indexes.",
         );
       }
-      if (
-        !Array.isArray(embeddingSourceColumns) ||
-        !embeddingSourceColumns.length
-      ) {
+      if (!Array.isArray(embeddingSourceColumns) || !embeddingSourceColumns.length) {
         throw new ConfigurationError(
           "embeddingSourceColumns must be a non-empty array for DELTA_SYNC indexes.",
         );
@@ -117,6 +123,17 @@ export default {
       };
     }
 
+    else if (this.indexType === "DIRECT_ACCESS") {
+      if (!this.schemaJson) {
+        throw new ConfigurationError(
+          "schemaJson is required when indexType is DIRECT_ACCESS.",
+        );
+      }
+      payload.direct_access_index_spec = {
+        schema_json: this.schemaJson,
+      };
+    }
+
     const response = await this.databricks.createVectorSearchIndex({
       data: payload,
       $,
diff --git a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
index 5f48fe8f13c2d..99446353cb35d 100644
--- a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
+++ b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
@@ -8,18 +8,47 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
   },
 
   async run({ $ }) {
-    const response = await this.databricks.listVectorSearchIndexes({
-      $,
-    });
+    const allIndexes = [];
+    let pageToken;
 
-    const count = response?.vector_indexes?.length || 0;
-    $.export("$summary", `Found ${count} vector search index${count === 1
-      ? ""
-      : "es"}`);
+    do {
+      const {
+        vector_indexes, next_page_token,
+      } = await this.databricks.listIndexes({
+        params: {
+          endpoint_name: this.endpointName,
+          ...(pageToken
+            ? {
+              page_token: pageToken,
+            }
+            : {}),
+        },
+        $,
+      });
 
-    return response;
+      if (vector_indexes?.length) {
+        allIndexes.push(...vector_indexes);
+      }
+
+      pageToken = next_page_token;
+    } while (pageToken);
+
+    $.export(
+      "$summary",
+      `Successfully retrieved ${allIndexes.length} index${allIndexes.length === 1
+        ? ""
+        : "es"}.`,
+    );
+
+    return allIndexes;
   },
 };
diff --git a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
index 3925a793764bd..fb957b2d8bf7c 100644
--- a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
+++ b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
@@ -18,7 +18,7 @@ export default {
     columns: {
       type: "string[]",
       label: "Columns",
-      description: "List of column names to include in the response.",
+      description: "List of column names to include in the response. Example: `[\"id\"]`",
     },
     queryText: {
       type: "string",

From 9bcacc35ed762c2303a3e4cb9d29e69e319b436d Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Sat, 13 Sep 2025 23:32:45 +0530
Subject: [PATCH 23/39] addressed coderabbit review feedback

---
 .../create-vector-search-index.mjs               | 16 ++++++++++++----
 .../list-vector-search-indexes.mjs               |  2 +-
 .../query-vector-search-index.mjs                | 13 ++++++++++++-
 3 files changed, 25 insertions(+), 6 deletions(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 6133aff800f7f..7e6f37355df72 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -98,10 +98,18 @@ export default {
         : utils.parseObject(this.columnsToSync);
 
       const embeddingSourceColumns = Array.isArray(this.embeddingSourceColumns)
-        ? this.embeddingSourceColumns.map((item) =>
-          typeof item === "string"
-            ? JSON.parse(item)
-            : item)
+        ? this.embeddingSourceColumns.map((item, idx) => {
+          if (typeof item === "string") {
+            try {
+              return JSON.parse(item);
+            } catch (e) {
+              throw new ConfigurationError(
+                `embeddingSourceColumns[${idx}] is not valid JSON: ${e.message}`,
+              );
+            }
+          }
+          return item;
+        })
         : utils.parseObject(this.embeddingSourceColumns);
 
       if (!Array.isArray(columnsToSync) || !columnsToSync.length) {
diff --git a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
index 99446353cb35d..33163e281fc12 100644
--- a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
+++ b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
@@ -23,7 +23,7 @@ export default {
     do {
       const {
         vector_indexes, next_page_token,
-      } = await this.databricks.listIndexes({
+      } = await this.databricks.listVectorSearchIndexes({
         params: {
           endpoint_name: this.endpointName,
           ...(pageToken
diff --git a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
index fb957b2d8bf7c..3f224164980ad 100644
--- a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
+++ b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
@@ -64,13 +64,24 @@ export default {
     if (this.queryVector) {
       try {
         payload.query_vector = JSON.parse(this.queryVector);
+        if (
+          !Array.isArray(payload.query_vector) ||
+          payload.query_vector.length === 0 ||
+          !payload.query_vector.every((n) => typeof n === "number" && Number.isFinite(n))
+        ) {
+          throw new Error("`queryVector` must be a non-empty JSON array of finite numbers.");
+        }
       } catch (err) {
         throw new Error(`Invalid queryVector JSON: ${err.message}`);
       }
     }
 
     if (this.filtersJson) {
-      payload.filters_json = utils.parseObject(this.filtersJson);
+      try {
+        payload.filters_json = utils.parseObject(this.filtersJson);
+      } catch (err) {
+        throw new Error(`Invalid filtersJson: ${err.message}`);
+      }
     }
 
     if (this.includeEmbeddings !== undefined) {

From 13a1c59c46512821a9bf391c6d4955c44fa9831c Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Sat, 13 Sep 2025 23:57:02 +0530
Subject: [PATCH 24/39] addressed coderabbit review feedback

---
 .../create-vector-search-index.mjs            | 64 ++++++++++++++++---
 1 file changed, 54 insertions(+), 10 deletions(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 7e6f37355df72..eed020bc8b228 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -97,6 +97,7 @@ export default {
         ? this.columnsToSync
         : utils.parseObject(this.columnsToSync);
 
+      // Parse embeddingSourceColumns (either object[] or string[] of JSON)
       const embeddingSourceColumns = Array.isArray(this.embeddingSourceColumns)
         ? this.embeddingSourceColumns.map((item, idx) => {
           if (typeof item === "string") {
@@ -112,23 +113,66 @@ export default {
         })
         : utils.parseObject(this.embeddingSourceColumns);
 
-      if (!Array.isArray(columnsToSync) || !columnsToSync.length) {
-        throw new ConfigurationError(
-          "columnsToSync must be a non-empty array for DELTA_SYNC indexes.",
-        );
-      }
-      if (!Array.isArray(embeddingSourceColumns) || !embeddingSourceColumns.length) {
+      // Parse embeddingVectorColumns (either object[] or string[] of JSON)
+      const embeddingVectorColumns = Array.isArray(this.embeddingVectorColumns)
+        ? this.embeddingVectorColumns.map((item, idx) => {
+          if (typeof item === "string") {
+            try {
+              return JSON.parse(item);
+            } catch (e) {
+              throw new ConfigurationError(
+                `embeddingVectorColumns[${idx}] is not valid JSON: ${e.message}`,
+              );
+            }
+          }
+          return item;
+        })
+        : utils.parseObject(this.embeddingVectorColumns);
+
+      // Require at least one embedding config: source OR vector columns
+      const hasSource = Array.isArray(embeddingSourceColumns) && embeddingSourceColumns.length > 0;
+      const hasVectors = Array.isArray(embeddingVectorColumns) && embeddingVectorColumns.length > 0;
+      if (!hasSource && !hasVectors) {
         throw new ConfigurationError(
-          "embeddingSourceColumns must be a non-empty array for DELTA_SYNC indexes.",
+          "Provide either embeddingSourceColumns (compute embeddings) or embeddingVectorColumns (self-managed) for DELTA_SYNC indexes.",
         );
       }
 
-      payload.delta_sync_index_spec = {
+      const deltaSpec = {
         source_table: this.sourceTable,
         pipeline_type: this.pipelineType || "TRIGGERED",
-        columns_to_sync: columnsToSync,
-        embedding_source_columns: embeddingSourceColumns,
       };
+      if (Array.isArray(columnsToSync) && columnsToSync.length > 0) {
+        deltaSpec.columns_to_sync = columnsToSync;
+      }
+      if (hasSource) {
+        // Optional: shallow validation of required keys
+        for (const [
+          i,
+          c,
+        ] of embeddingSourceColumns.entries()) {
+          if (!c?.name || !c?.embedding_model_endpoint_name) {
+            throw new ConfigurationError(
+              `embeddingSourceColumns[${i}] must include "name" and "embedding_model_endpoint_name"`,
+            );
+          }
+        }
+        deltaSpec.embedding_source_columns = embeddingSourceColumns;
+      }
+      if (hasVectors) {
+        for (const [
+          i,
+          c,
+        ] of embeddingVectorColumns.entries()) {
+          if (!c?.name || typeof c?.embedding_dimension !== "number") {
+            throw new ConfigurationError(
+              `embeddingVectorColumns[${i}] must include "name" and numeric "embedding_dimension"`,
+            );
+          }
+        }
+        deltaSpec.embedding_vector_columns = embeddingVectorColumns;
+      }
+      payload.delta_sync_index_spec = deltaSpec;
     }
 
     else if (this.indexType === "DIRECT_ACCESS") {

From 9ea188ad666ea2f9b261d639fa86eb3b7942fb7e Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Sun, 14 Sep 2025 21:41:14 +0530
Subject: [PATCH 25/39] addressed coderabbit review feedback

---
 .../create-vector-search-index.mjs                 | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index eed020bc8b228..8f523ec39ced8 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -55,7 +55,14 @@ export default {
       type: "string[]",
       label: "Embedding Source Columns",
       description:
-        "List of embedding source column configs. Each entry should be a JSON object string like `[ { \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" } ]` (required for `DELTA_SYNC`).",
+        "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`. Provide when Databricks computes embeddings (DELTA_SYNC).",
+      optional: true,
+    },
+    embeddingVectorColumns: {
+      type: "string[]",
+      label: "Embedding Vector Columns",
+      description:
+        "List of self-managed vector column configs. Each entry is a JSON object string like `{ \"name\": \"text_vector\", \"embedding_dimension\": 1536 }`. Provide when you manage embeddings yourself (DELTA_SYNC).",
       optional: true,
     },
     schemaJson: {
@@ -137,6 +144,11 @@ export default {
           "Provide either embeddingSourceColumns (compute embeddings) or embeddingVectorColumns (self-managed) for DELTA_SYNC indexes.",
         );
       }
+      if (hasSource && hasVectors) {
+        throw new ConfigurationError(
+          "Provide only one of embeddingSourceColumns or embeddingVectorColumns for DELTA_SYNC indexes.",
+        );
+      }
 
       const deltaSpec = {
         source_table: this.sourceTable,

From ebea51005fa1d883dfdaf83b26f5ffa44de36c5f Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Mon, 15 Sep 2025 11:36:28 +0530
Subject: [PATCH 26/39] updated

---
 .../create-vector-search-index.mjs            | 65 +------------------
 1 file changed, 3 insertions(+), 62 deletions(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 8f523ec39ced8..2dd8cb51b96e6 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -58,13 +58,6 @@ export default {
         "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`. Provide when Databricks computes embeddings (DELTA_SYNC).",
       optional: true,
     },
-    embeddingVectorColumns: {
-      type: "string[]",
-      label: "Embedding Vector Columns",
-      description:
-        "List of self-managed vector column configs. Each entry is a JSON object string like `{ \"name\": \"text_vector\", \"embedding_dimension\": 1536 }`. Provide when you manage embeddings yourself (DELTA_SYNC).",
-      optional: true,
-    },
     schemaJson: {
       type: "string",
       label: "Schema JSON",
@@ -104,49 +97,11 @@ export default {
         ? this.columnsToSync
         : utils.parseObject(this.columnsToSync);
 
-      // Parse embeddingSourceColumns (either object[] or string[] of JSON)
-      const embeddingSourceColumns = Array.isArray(this.embeddingSourceColumns)
-        ? this.embeddingSourceColumns.map((item, idx) => {
-          if (typeof item === "string") {
-            try {
-              return JSON.parse(item);
-            } catch (e) {
-              throw new ConfigurationError(
-                `embeddingSourceColumns[${idx}] is not valid JSON: ${e.message}`,
-              );
-            }
-          }
-          return item;
-        })
-        : utils.parseObject(this.embeddingSourceColumns);
-
-      // Parse embeddingVectorColumns (either object[] or string[] of JSON)
-      const embeddingVectorColumns = Array.isArray(this.embeddingVectorColumns)
-        ? this.embeddingVectorColumns.map((item, idx) => {
-          if (typeof item === "string") {
-            try {
-              return JSON.parse(item);
-            } catch (e) {
-              throw new ConfigurationError(
-                `embeddingVectorColumns[${idx}] is not valid JSON: ${e.message}`,
-              );
-            }
-          }
-          return item;
-        })
-        : utils.parseObject(this.embeddingVectorColumns);
-
-      // Require at least one embedding config: source OR vector columns
+      const embeddingSourceColumns = utils.parseObject(this.embeddingSourceColumns);
       const hasSource = Array.isArray(embeddingSourceColumns) && embeddingSourceColumns.length > 0;
-      const hasVectors = Array.isArray(embeddingVectorColumns) && embeddingVectorColumns.length > 0;
-      if (!hasSource && !hasVectors) {
+      if (!hasSource) {
         throw new ConfigurationError(
-          "Provide either embeddingSourceColumns (compute embeddings) or embeddingVectorColumns (self-managed) for DELTA_SYNC indexes.",
-        );
-      }
-      if (hasSource && hasVectors) {
-        throw new ConfigurationError(
-          "Provide only one of embeddingSourceColumns or embeddingVectorColumns for DELTA_SYNC indexes.",
+          "embeddingSourceColumns is required when indexType is DELTA_SYNC.",
         );
       }
 
@@ -158,7 +113,6 @@ export default {
         deltaSpec.columns_to_sync = columnsToSync;
       }
       if (hasSource) {
-        // Optional: shallow validation of required keys
         for (const [
           i,
           c,
@@ -171,19 +125,6 @@ export default {
         }
         deltaSpec.embedding_source_columns = embeddingSourceColumns;
       }
-      if (hasVectors) {
-        for (const [
-          i,
-          c,
-        ] of embeddingVectorColumns.entries()) {
-          if (!c?.name || typeof c?.embedding_dimension !== "number") {
-            throw new ConfigurationError(
-              `embeddingVectorColumns[${i}] must include "name" and numeric "embedding_dimension"`,
-            );
-          }
-        }
-        deltaSpec.embedding_vector_columns = embeddingVectorColumns;
-      }
       payload.delta_sync_index_spec = deltaSpec;
     }
 

From 75214fc1122ed74b3f99e8c4fcef7aad4ef9a707 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Mon, 15 Sep 2025 17:26:25 +0530
Subject: [PATCH 27/39] updated

---
 .../delete-vector-search-index-data.mjs       | 11 ++++--
 .../list-vector-search-indexes.mjs            | 36 +++++--------------
 components/databricks/databricks.app.mjs      | 13 ++++---
 3 files changed, 26 insertions(+), 34 deletions(-)

diff --git a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
index 3a33ee8be9075..1c1b852dd11e9 100644
--- a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
+++ b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
@@ -1,4 +1,5 @@
 import databricks from "../../databricks.app.mjs";
+import utils from "../../common/utils.mjs";
 
 export default {
   key: "databricks-delete-vector-search-index-data",
@@ -23,7 +24,13 @@ export default {
     },
   },
   async run({ $ }) {
-    const keys = (this.primaryKeys || [])
+    const parsedKeys = utils.parseObject(this.primaryKeys);
+
+    const keys = (Array.isArray(parsedKeys)
+      ? parsedKeys
+      : [
+        parsedKeys,
+      ])
       .map((s) => String(s).trim())
       .filter(Boolean);
 
@@ -33,7 +40,7 @@ export default {
 
     const response = await this.databricks.deleteVectorSearchData({
       indexName: this.indexName,
-      data: {
+      params: {
         primary_keys: keys,
       },
       $,
diff --git a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
index 33163e281fc12..28e71eb08d0a1 100644
--- a/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
+++ b/components/databricks/actions/list-vector-search-indexes/list-vector-search-indexes.mjs
@@ -3,7 +3,7 @@ import databricks from "../../databricks.app.mjs";
 export default {
   key: "databricks-list-vector-search-indexes",
   name: "List Vector Search Indexes",
-  description: "Lists all vector search indexes in the workspace. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/listindexes)",
+  description: "Lists all vector search indexes for a given endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchindexes/listindexes)",
   version: "0.0.1",
   type: "action",
   props: {
@@ -17,38 +17,20 @@ export default {
   },
 
   async run({ $ }) {
-    const allIndexes = [];
-    let pageToken;
-
-    do {
-      const {
-        vector_indexes, next_page_token,
-      } = await this.databricks.listVectorSearchIndexes({
-        params: {
-          endpoint_name: this.endpointName,
-          ...(pageToken
-            ? {
-              page_token: pageToken,
-            }
-            : {}),
-        },
-        $,
-      });
-
-      if (vector_indexes?.length) {
-        allIndexes.push(...vector_indexes);
-      }
-
-      pageToken = next_page_token;
-    } while (pageToken);
+    const { vector_indexes = [] } = await this.databricks.listVectorSearchIndexes({
+      params: {
+        endpoint_name: this.endpointName,
+      },
+      $,
+    });
 
     $.export(
       "$summary",
-      `Successfully retrieved ${allIndexes.length} index${allIndexes.length === 1
+      `Successfully retrieved ${vector_indexes.length} index${vector_indexes.length === 1
         ? ""
         : "es"}.`,
     );
 
-    return allIndexes;
+    return vector_indexes;
   },
 };
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 1576ba76b5841..b16eaec6ab355 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -281,9 +281,11 @@ export default {
       });
     },
 
-    listVectorSearchIndexes(args = {}) {
+    listVectorSearchIndexes({
+      params, ...args
+    }) {
       return this._makeRequest({
-        path: "/vector-search/indexes",
+        path: `/vector-search/indexes?endpoint_name=${params.endpoint_name}`,
         method: "GET",
         ...args,
       });
@@ -320,10 +322,11 @@ export default {
     },
 
     deleteVectorSearchData({
-      indexName, ...args
-    }) {
+      indexName, params, ...args
+    })
+    {
       return this._makeRequest({
-        path: `/vector-search/indexes/${indexName}/delete-data`,
+        path: `/vector-search/indexes/${indexName}/delete-data?primary_keys=${params.primary_keys}`,
         method: "DELETE",
         ...args,
       });

From 866676467dd82f80792b00e960cddf517e22db18 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Mon, 15 Sep 2025 20:42:25 +0530
Subject: [PATCH 28/39] updates

---
 components/databricks/databricks.app.mjs | 20 ++++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index b16eaec6ab355..3f8bfd6408a26 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -84,12 +84,20 @@ export default {
       type: "string",
       label: "Vector Search Index",
       description: "The name of the vector search index",
-      async options() {
-        const { vector_indexes } = await this.listVectorSearchIndexes();
-        return vector_indexes?.map(({ name: value }) => ({
-          value,
-          label: value,
-        })) || [];
+      async options({ props }) {
+        if (!props.endpointName) {
+          return [];
+        }
+        const { vector_indexes = [] } = await this.listVectorSearchIndexes({
+          params: {
+            endpoint_name: props.endpointName,
+          },
+        });
+
+        return vector_indexes.map(({ name }) => ({
+          value: name,
+          label: name,
+        }));
       },
     },
   },

From 30b514d6c72c427dcc1d43d06d6e3cf6ffe8c085 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Tue, 16 Sep 2025 18:09:31 +0530
Subject: [PATCH 29/39] fixed failed test cases

---
 components/databricks/databricks.app.mjs | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 3f8bfd6408a26..e5eee56c217c6 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -50,7 +50,7 @@ export default {
       description: "The name of the vector search endpoint",
       async options({ prevContext }) {
         const {
-          endpoints, next_page_token,
+          endpoints = [], next_page_token,
         } = await this.listEndpoints({
           params: {
             page_token: prevContext.page_token,
@@ -82,15 +82,12 @@ export default {
     },
     indexName: {
       type: "string",
-      label: "Vector Search Index",
+      label: "Index Name",
       description: "The name of the vector search index",
-      async options({ props }) {
-        if (!props.endpointName) {
-          return [];
-        }
+      async options({ endpointName }) {
         const { vector_indexes = [] } = await this.listVectorSearchIndexes({
           params: {
-            endpoint_name: props.endpointName,
+            endpoint_name: endpointName,
           },
         });
 
@@ -293,8 +290,9 @@ export default {
       params, ...args
     }) {
       return this._makeRequest({
-        path: `/vector-search/indexes?endpoint_name=${params.endpoint_name}`,
+        path: "/vector-search/indexes",
         method: "GET",
+        params,
         ...args,
       });
     },
@@ -334,8 +332,9 @@ export default {
     })
     {
       return this._makeRequest({
-        path: `/vector-search/indexes/${indexName}/delete-data?primary_keys=${params.primary_keys}`,
+        path: `/vector-search/indexes/${indexName}/delete-data`,
         method: "DELETE",
+        params,
         ...args,
       });
     },

From 86b4d47fe9bb665c6710454a6a878173890e441b Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Wed, 17 Sep 2025 18:10:34 +0530
Subject: [PATCH 30/39] updated

---
 .../create-vector-search-index.mjs                   | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 2dd8cb51b96e6..e2b6ed9b4fa3b 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -55,7 +55,7 @@ export default {
       type: "string[]",
       label: "Embedding Source Columns",
       description:
-        "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`. Provide when Databricks computes embeddings (DELTA_SYNC).",
+        "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`.",
       optional: true,
     },
     schemaJson: {
@@ -87,6 +87,11 @@ export default {
     };
 
     if (this.indexType === "DELTA_SYNC") {
+      if (this.schemaJson) {
+        throw new ConfigurationError(
+          "`Schema JSON` is not allowed when indexType is DELTA_SYNC.",
+        );
+      }
       if (!this.sourceTable) {
         throw new ConfigurationError(
           "sourceTable is required when indexType is DELTA_SYNC.",
@@ -129,6 +134,11 @@ export default {
     }
 
     else if (this.indexType === "DIRECT_ACCESS") {
+      if (this.sourceTable || this.columnsToSync?.length) {
+        throw new ConfigurationError(
+          "`Source Table`,`Embedding Source Columns` and `Columns to Sync` are not allowed when indexType is DIRECT_ACCESS.",
+        );
+      }
       if (!this.schemaJson) {
         throw new ConfigurationError(
           "schemaJson is required when indexType is DIRECT_ACCESS.",

From da2fa277639d7d6f0e635ffb69708dad3e317ab9 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Wed, 17 Sep 2025 18:13:49 +0530
Subject: [PATCH 31/39] updated

---
 .../create-vector-search-index/create-vector-search-index.mjs   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index e2b6ed9b4fa3b..146409213b419 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -55,7 +55,7 @@ export default {
       type: "string[]",
       label: "Embedding Source Columns",
       description:
-        "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`.",
+        "List of embedding source column configs. Each entry is a JSON object string like `{ \"embedding_model_endpoint_name\": \"e5-small-v2\", \"name\": \"text\" }`.Provide when Databricks computes embeddings (DELTA_SYNC).",
       optional: true,
     },
     schemaJson: {

From f9aa39ef831e30a58a6d8abb50bd6a060d8b1693 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Wed, 17 Sep 2025 18:27:53 +0530
Subject: [PATCH 32/39] updated

---
 .../create-vector-search-index/create-vector-search-index.mjs   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
index 146409213b419..492bbca32e0dd 100644
--- a/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
+++ b/components/databricks/actions/create-vector-search-index/create-vector-search-index.mjs
@@ -134,7 +134,7 @@ export default {
     }
 
     else if (this.indexType === "DIRECT_ACCESS") {
-      if (this.sourceTable || this.columnsToSync?.length) {
+      if (this.sourceTable || this.columnsToSync?.length || this.embeddingSourceColumns?.length) {
         throw new ConfigurationError(
           "`Source Table`,`Embedding Source Columns` and `Columns to Sync` are not allowed when indexType is DIRECT_ACCESS.",
         );

From 008e23b38dd7043be1b65d74d97b035c2849d4f8 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Wed, 17 Sep 2025 21:49:04 +0530
Subject: [PATCH 33/39] fixed failed test cases

---
 .../delete-vector-search-index-data.mjs                  | 9 +++++++++
 .../delete-vector-search-index.mjs                       | 9 +++++++++
 .../get-vector-search-index/get-vector-search-index.mjs  | 9 +++++++++
 .../query-vector-search-index.mjs                        | 9 +++++++++
 .../scan-vector-search-index.mjs                         | 9 +++++++++
 .../sync-vector-search-index.mjs                         | 9 +++++++++
 .../upsert-vector-search-index-data.mjs                  | 9 +++++++++
 components/databricks/databricks.app.mjs                 | 3 +++
 8 files changed, 66 insertions(+)

diff --git a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
index 1c1b852dd11e9..b605f15edb7c3 100644
--- a/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
+++ b/components/databricks/actions/delete-vector-search-index-data/delete-vector-search-index-data.mjs
@@ -10,10 +10,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
     primaryKeys: {
diff --git a/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs b/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
index eee2834478e68..756f529d003b0 100644
--- a/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
+++ b/components/databricks/actions/delete-vector-search-index/delete-vector-search-index.mjs
@@ -8,10 +8,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
   },
diff --git a/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
index 6fa66762c1bbf..6ead8475541e1 100644
--- a/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
+++ b/components/databricks/actions/get-vector-search-index/get-vector-search-index.mjs
@@ -8,10 +8,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
   },
diff --git a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
index 3f224164980ad..117d2adce6dcb 100644
--- a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
+++ b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
@@ -9,10 +9,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
     columns: {
diff --git a/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs b/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
index 5f257bb0df025..c1036d0d10220 100644
--- a/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
+++ b/components/databricks/actions/scan-vector-search-index/scan-vector-search-index.mjs
@@ -9,10 +9,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
     lastPrimaryKey: {
diff --git a/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs b/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
index 3c843af65a0fc..ceb744671c506 100644
--- a/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
+++ b/components/databricks/actions/sync-vector-search-index/sync-vector-search-index.mjs
@@ -8,10 +8,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
   },
diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
index eb2c995eb7003..7ca763be4ecab 100644
--- a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -10,10 +10,19 @@ export default {
   type: "action",
   props: {
     databricks,
+    endpointName: {
+      propDefinition: [
+        databricks,
+        "endpointName",
+      ],
+    },
     indexName: {
       propDefinition: [
         databricks,
         "indexName",
+        ({ endpointName }) => ({
+          endpointName,
+        }),
       ],
     },
     rows: {
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index e5eee56c217c6..c2f3a65bcb915 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -85,6 +85,9 @@ export default {
       label: "Index Name",
       description: "The name of the vector search index",
       async options({ endpointName }) {
+        if (!endpointName) {
+          return [];
+        }
         const { vector_indexes = [] } = await this.listVectorSearchIndexes({
           params: {
             endpoint_name: endpointName,

From 8fb30727a060afeb8d42b2b353ccdaa97b371583 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Thu, 18 Sep 2025 17:46:19 +0530
Subject: [PATCH 34/39] fixed failed test cases

---
 .../query-vector-search-index.mjs                          | 7 +------
 .../upsert-vector-search-index-data.mjs                    | 2 +-
 components/databricks/databricks.app.mjs                   | 3 +++
 3 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
index 117d2adce6dcb..44f8cfac7685d 100644
--- a/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
+++ b/components/databricks/actions/query-vector-search-index/query-vector-search-index.mjs
@@ -1,5 +1,4 @@
 import databricks from "../../databricks.app.mjs";
-import utils from "../../common/utils.mjs";
 
 export default {
   key: "databricks-query-vector-search-index",
@@ -86,11 +85,7 @@ export default {
     }
 
     if (this.filtersJson) {
-      try {
-        payload.filters_json = utils.parseObject(this.filtersJson);
-      } catch (err) {
-        throw new Error(`Invalid filtersJson: ${err.message}`);
-      }
+      payload.filters_json = this.filtersJson;
     }
 
     if (this.includeEmbeddings !== undefined) {
diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
index 7ca763be4ecab..c3134d9f1a8ba 100644
--- a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -53,7 +53,7 @@ export default {
       inputs_json: JSON.stringify(parsedRows),
     };
 
-    const response = await this.databricks.upsertVectorSearchIndex({
+    const response = await this.databricks.upsertVectorSearchIndexData({
       data: payload,
       $,
     });
diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index c2f3a65bcb915..5f12cc346976b 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -119,6 +119,9 @@ export default {
       return axios($, {
         url: `${this._baseUrl()}${path}`,
         headers: this._headers(),
+        paramsSerializer: {
+          indexes: null,
+        },
         ...args,
       });
     },

From 1258a7c8a5f46f3ec5175cd74c722f8ead33c11e Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Thu, 18 Sep 2025 20:13:55 +0530
Subject: [PATCH 35/39] resolved conflict

---
 components/databricks/databricks.app.mjs | 190 +++++++++++++++++++++--
 1 file changed, 175 insertions(+), 15 deletions(-)

diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 5f12cc346976b..1b760b96c479d 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -1,4 +1,5 @@
 import { axios } from "@pipedream/platform";
+import constants from "./common/constants.mjs";
 
 export default {
   type: "app",
@@ -8,14 +9,30 @@ export default {
       type: "string",
       label: "Job",
       description: "Identifier of a job",
-      async options() {
-        const { jobs } = await this.listJobs();
-        return jobs?.map(({
+      async options({ prevContext }) {
+        if (prevContext.pageToken === null) {
+          return [];
+        }
+        const {
+          jobs, next_page_token: pageToken,
+        } = await this.listJobs({
+          params: {
+            page_token: prevContext.pageToken,
+            limit: constants.DEFAULT_LIMIT,
+          },
+        });
+        const options = jobs?.map(({
           job_id: value, settings,
         }) => ({
           value,
-          label: settings.name,
+          label: settings?.name || value,
         })) || [];
+        return {
+          options,
+          context: {
+            pageToken: pageToken || null,
+          },
+        };
       },
     },
     runId: {
@@ -102,9 +119,9 @@ export default {
     },
   },
   methods: {
-
-    _baseUrl() {
-      return `https://${this.$auth.domain}.cloud.databricks.com/api/2.0`;
+    getUrl(path, versionPath = constants.VERSION_PATH.V2_0) {
+      const baseUrl = constants.BASE_URL.replace(constants.DOMAIN_PLACEHOLDER, this.$auth.domain);
+      return `${baseUrl}${versionPath}${path}`;
     },
     _headers() {
       return {
@@ -112,12 +129,10 @@ export default {
       };
     },
     _makeRequest({
-      $ = this,
-      path,
-      ...args
-    }) {
+      $ = this, path, versionPath, ...args
+    } = {}) {
       return axios($, {
-        url: `${this._baseUrl()}${path}`,
+        url: this.getUrl(path, versionPath),
         headers: this._headers(),
         paramsSerializer: {
           indexes: null,
@@ -125,28 +140,134 @@ export default {
         ...args,
       });
     },
+    createJob(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/create",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
     listJobs(args = {}) {
       return this._makeRequest({
         path: "/jobs/list",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    getJob(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/get",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    resetJob(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/reset",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    updateJob(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/update",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    deleteJob(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/delete",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    runJobNow(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/run-now",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    getRun(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/runs/get",
+        versionPath: constants.VERSION_PATH.V2_2,
         ...args,
       });
     },
     listRuns(args = {}) {
       return this._makeRequest({
         path: "/jobs/runs/list",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    cancelRun(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/runs/cancel",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    cancelAllRuns(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/runs/cancel-all",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
         ...args,
       });
     },
     getRunOutput(args = {}) {
       return this._makeRequest({
         path: "/jobs/runs/get-output",
+        versionPath: constants.VERSION_PATH.V2_2,
         ...args,
       });
     },
-    runJobNow(args = {}) {
+    deleteRun(args = {}) {
       return this._makeRequest({
-        path: "/jobs/run-now",
+        path: "/jobs/runs/delete",
         method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    repairRun(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/runs/repair",
+        method: "POST",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    exportRun(args = {}) {
+      return this._makeRequest({
+        path: "/jobs/runs/export",
+        versionPath: constants.VERSION_PATH.V2_2,
+        ...args,
+      });
+    },
+    getJobPermissions({
+      jobId, ...args
+    }) {
+      return this._makeRequest({
+        path: `/permissions/jobs/${jobId}`,
+        ...args,
+      });
+    },
+    setJobPermissions({
+      jobId, ...args
+    }) {
+      return this._makeRequest({
+        path: `/permissions/jobs/${jobId}`,
+        method: "PUT",
         ...args,
       });
     },
@@ -264,7 +385,6 @@ export default {
         ...args,
       });
     },
-
     setSQLWarehousePermissions({
       warehouseId, ...args
     }) {
@@ -364,5 +484,45 @@ export default {
         ...args,
       });
     },
+    async paginate({
+      requestor, requestorArgs = {},
+      maxRequests = 3, resultsKey = "jobs",
+    }) {
+      const allResults = [];
+      let requestCount = 0;
+      let nextPageToken = null;
+      let hasMore = true;
+
+      while (hasMore && requestCount < maxRequests) {
+        try {
+          const response = await requestor({
+            ...requestorArgs,
+            params: {
+              ...requestorArgs.params,
+              page_token: nextPageToken,
+            },
+          });
+
+          requestCount++;
+
+          const results = response[resultsKey] || [];
+
+          allResults.push(...results);
+
+          nextPageToken = response.next_page_token;
+          hasMore = !!nextPageToken;
+
+          if (results.length === 0) {
+            hasMore = false;
+          }
+
+        } catch (error) {
+          console.error(`Pagination error on request ${requestCount}:`, error);
+          throw error;
+        }
+      }
+
+      return allResults;
+    },
   },
 };

From 427452e5cec141f4518f05620d57ca7edadf8faf Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Thu, 18 Sep 2025 20:39:07 +0530
Subject: [PATCH 36/39] updated

---
 components/databricks/databricks.app.mjs | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index e0c2753d7ef59..1b760b96c479d 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -148,14 +148,6 @@ export default {
         ...args,
       });
     },
-    createJob(args = {}) {
-      return this._makeRequest({
-        path: "/jobs/create",
-        method: "POST",
-        versionPath: constants.VERSION_PATH.V2_2,
-        ...args,
-      });
-    },
     listJobs(args = {}) {
       return this._makeRequest({
         path: "/jobs/list",

From 577233e42570f6893010b53e39ef1710c8e6c83e Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Thu, 18 Sep 2025 20:55:59 +0530
Subject: [PATCH 37/39] version updated

---
 .../databricks/actions/cancel-all-runs/cancel-all-runs.mjs      | 2 +-
 components/databricks/actions/cancel-run/cancel-run.mjs         | 2 +-
 .../databricks/actions/create-endpoint/create-endpoint.mjs      | 2 +-
 components/databricks/actions/create-job/create-job.mjs         | 2 +-
 .../actions/create-sql-warehouse/create-sql-warehouse.mjs       | 2 +-
 .../databricks/actions/delete-endpoint/delete-endpoint.mjs      | 2 +-
 components/databricks/actions/delete-job/delete-job.mjs         | 2 +-
 components/databricks/actions/delete-run/delete-run.mjs         | 2 +-
 .../actions/delete-sql-warehouse/delete-sql-warehouse.mjs       | 2 +-
 .../actions/edit-sql-warehouse/edit-sql-warehouse.mjs           | 2 +-
 components/databricks/actions/export-run/export-run.mjs         | 2 +-
 components/databricks/actions/get-endpoint/get-endpoint.mjs     | 2 +-
 .../actions/get-job-permissions/get-job-permissions.mjs         | 2 +-
 components/databricks/actions/get-job/get-job.mjs               | 2 +-
 components/databricks/actions/get-run-output/get-run-output.mjs | 2 +-
 components/databricks/actions/get-run/get-run.mjs               | 2 +-
 .../get-sql-warehouse-config/get-sql-warehouse-config.mjs       | 2 +-
 .../get-sql-warehouse-permissions.mjs                           | 2 +-
 .../databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs  | 2 +-
 components/databricks/actions/list-endpoints/list-endpoints.mjs | 2 +-
 components/databricks/actions/list-jobs/list-jobs.mjs           | 2 +-
 components/databricks/actions/list-runs/list-runs.mjs           | 2 +-
 .../actions/list-sql-warehouses/list-sql-warehouses.mjs         | 2 +-
 components/databricks/actions/repair-run/repair-run.mjs         | 2 +-
 components/databricks/actions/reset-job/reset-job.mjs           | 2 +-
 components/databricks/actions/run-job-now/run-job-now.mjs       | 2 +-
 .../actions/set-job-permissions/set-job-permissions.mjs         | 2 +-
 .../set-sql-warehouse-config/set-sql-warehouse-config.mjs       | 2 +-
 .../set-sql-warehouse-permissions.mjs                           | 2 +-
 .../actions/start-sql-warehouse/start-sql-warehouse.mjs         | 2 +-
 .../actions/stop-sql-warehouse/stop-sql-warehouse.mjs           | 2 +-
 components/databricks/actions/update-job/update-job.mjs         | 2 +-
 components/databricks/package.json                              | 2 +-
 33 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/components/databricks/actions/cancel-all-runs/cancel-all-runs.mjs b/components/databricks/actions/cancel-all-runs/cancel-all-runs.mjs
index 592740cc949fd..6cbec9bd8ea1c 100644
--- a/components/databricks/actions/cancel-all-runs/cancel-all-runs.mjs
+++ b/components/databricks/actions/cancel-all-runs/cancel-all-runs.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-cancel-all-runs",
   name: "Cancel All Runs",
   description: "Cancel all active runs for a job. The runs are canceled asynchronously, so it doesn't prevent new runs from being started. [See the documentation](https://docs.databricks.com/api/workspace/jobs/cancelallruns)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/cancel-run/cancel-run.mjs b/components/databricks/actions/cancel-run/cancel-run.mjs
index 9af5f0fd4c76a..bb54ba37e5d37 100644
--- a/components/databricks/actions/cancel-run/cancel-run.mjs
+++ b/components/databricks/actions/cancel-run/cancel-run.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-cancel-run",
   name: "Cancel Run",
   description: "Cancel a job run. The run is canceled asynchronously, so it may still be running when this request completes. [See the documentation](https://docs.databricks.com/api/workspace/jobs/cancelrun)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/create-endpoint/create-endpoint.mjs b/components/databricks/actions/create-endpoint/create-endpoint.mjs
index 33bf7ad4d7a8f..046e54bc31dd1 100644
--- a/components/databricks/actions/create-endpoint/create-endpoint.mjs
+++ b/components/databricks/actions/create-endpoint/create-endpoint.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-create-endpoint",
   name: "Create Endpoint",
   description: "Create a new vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/createendpoint)",
-  version: "0.0.2",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/create-job/create-job.mjs b/components/databricks/actions/create-job/create-job.mjs
index 209cf119ac164..708146085ae73 100644
--- a/components/databricks/actions/create-job/create-job.mjs
+++ b/components/databricks/actions/create-job/create-job.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-create-job",
   name: "Create Job",
   description: "Create a job. [See the documentation](https://docs.databricks.com/api/workspace/jobs/create)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
index b953d78090e61..02de4ce9f5c39 100644
--- a/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
+++ b/components/databricks/actions/create-sql-warehouse/create-sql-warehouse.mjs
@@ -7,7 +7,7 @@ export default {
   key: "databricks-create-sql-warehouse",
   name: "Create SQL Warehouse",
   description: "Creates a new SQL Warehouse in Databricks. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/create)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/delete-endpoint/delete-endpoint.mjs b/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
index 4a95bb6f13e2d..6750820463af8 100644
--- a/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
+++ b/components/databricks/actions/delete-endpoint/delete-endpoint.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-endpoint",
   name: "Delete Endpoint",
   description: "Delete a vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/deleteendpoint)",
-  version: "0.0.2",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/delete-job/delete-job.mjs b/components/databricks/actions/delete-job/delete-job.mjs
index a5e55b716421b..79b6c528ee93e 100644
--- a/components/databricks/actions/delete-job/delete-job.mjs
+++ b/components/databricks/actions/delete-job/delete-job.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-job",
   name: "Delete Job",
   description: "Delete a job. Deleted jobs cannot be recovered. [See the documentation](https://docs.databricks.com/api/workspace/jobs/delete)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/delete-run/delete-run.mjs b/components/databricks/actions/delete-run/delete-run.mjs
index 2fbda0185965d..b27836b1cabb5 100644
--- a/components/databricks/actions/delete-run/delete-run.mjs
+++ b/components/databricks/actions/delete-run/delete-run.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-run",
   name: "Delete Run",
   description: "Delete a non-active run. Returns an error if the run is active. [See the documentation](https://docs.databricks.com/api/workspace/jobs/deleterun)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
index 47584608434df..3300848ba3852 100644
--- a/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
+++ b/components/databricks/actions/delete-sql-warehouse/delete-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-delete-sql-warehouse",
   name: "Delete SQL Warehouse",
   description: "Deletes a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/delete)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
index 293ee437f120a..b98292e6a5faa 100644
--- a/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
+++ b/components/databricks/actions/edit-sql-warehouse/edit-sql-warehouse.mjs
@@ -7,7 +7,7 @@ export default {
   key: "databricks-edit-sql-warehouse",
   name: "Edit SQL Warehouse",
   description: "Edits the configuration of an existing SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/edit)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/export-run/export-run.mjs b/components/databricks/actions/export-run/export-run.mjs
index 63fca03ae7303..71e8e28fd7ea9 100644
--- a/components/databricks/actions/export-run/export-run.mjs
+++ b/components/databricks/actions/export-run/export-run.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-export-run",
   name: "Export Run",
   description: "Export and retrieve the job run task. [See the documentation](https://docs.databricks.com/api/workspace/jobs/exportrun)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/get-endpoint/get-endpoint.mjs b/components/databricks/actions/get-endpoint/get-endpoint.mjs
index 1f494f4658be1..0937ff8482688 100644
--- a/components/databricks/actions/get-endpoint/get-endpoint.mjs
+++ b/components/databricks/actions/get-endpoint/get-endpoint.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-endpoint",
   name: "Get Endpoint",
   description: "Get details of a specific vector search endpoint. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/getendpoint)",
-  version: "0.0.2",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-job-permissions/get-job-permissions.mjs b/components/databricks/actions/get-job-permissions/get-job-permissions.mjs
index 3c9bae4657b9d..c1e77b0564888 100644
--- a/components/databricks/actions/get-job-permissions/get-job-permissions.mjs
+++ b/components/databricks/actions/get-job-permissions/get-job-permissions.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-job-permissions",
   name: "Get Job Permissions",
   description: "Get permissions of a job. [See the documentation](https://docs.databricks.com/api/workspace/jobs/getpermissions)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/get-job/get-job.mjs b/components/databricks/actions/get-job/get-job.mjs
index 6e418684cdd14..fd029c564e3b8 100644
--- a/components/databricks/actions/get-job/get-job.mjs
+++ b/components/databricks/actions/get-job/get-job.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-job",
   name: "Get Job",
   description: "Retrieves the details for a single job. [See the documentation](https://docs.databricks.com/api/workspace/jobs/get)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/get-run-output/get-run-output.mjs b/components/databricks/actions/get-run-output/get-run-output.mjs
index c44b1001a7bfa..6bc6ee495e0cb 100644
--- a/components/databricks/actions/get-run-output/get-run-output.mjs
+++ b/components/databricks/actions/get-run-output/get-run-output.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-run-output",
   name: "Get Run Output",
   description: "Retrieve the output and metadata of a single task run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-get-output)",
-  version: "0.0.4",
+  version: "0.0.5",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-run/get-run.mjs b/components/databricks/actions/get-run/get-run.mjs
index 84d95be7c0d5c..607fee72566b8 100644
--- a/components/databricks/actions/get-run/get-run.mjs
+++ b/components/databricks/actions/get-run/get-run.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-run",
   name: "Get Run",
   description: "Retrieve the metadata of a run. [See the documentation](https://docs.databricks.com/api/workspace/jobs/getrun)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
index 1fbdda709e71b..3ab986eb06a7a 100644
--- a/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
+++ b/components/databricks/actions/get-sql-warehouse-config/get-sql-warehouse-config.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse-config",
   name: "Get SQL Warehouse Config",
   description: "Retrieves the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getworkspacewarehouseconfig)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
index 4d76f5bb41c74..c7098db9d4156 100644
--- a/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/get-sql-warehouse-permissions/get-sql-warehouse-permissions.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse-permissions",
   name: "Get SQL Warehouse Permissions",
   description: "Retrieves the permissions for a specific SQL Warehouse. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/getpermissions)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
index 28d131c05c8f1..21fd9701333a9 100644
--- a/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
+++ b/components/databricks/actions/get-sql-warehouse/get-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-get-sql-warehouse",
   name: "Get SQL Warehouse",
   description: "Retrieves details for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/get)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-endpoints/list-endpoints.mjs b/components/databricks/actions/list-endpoints/list-endpoints.mjs
index c0fe92e1672e6..9e692d7ecdae7 100644
--- a/components/databricks/actions/list-endpoints/list-endpoints.mjs
+++ b/components/databricks/actions/list-endpoints/list-endpoints.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-endpoints",
   name: "List Endpoints",
   description: "List all vector search endpoints. [See the documentation](https://docs.databricks.com/api/workspace/vectorsearchendpoints/listendpoints)",
-  version: "0.0.2",
+  version: "0.0.3",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-jobs/list-jobs.mjs b/components/databricks/actions/list-jobs/list-jobs.mjs
index 9f60a6ea0224b..4781153909c4b 100644
--- a/components/databricks/actions/list-jobs/list-jobs.mjs
+++ b/components/databricks/actions/list-jobs/list-jobs.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-list-jobs",
   name: "List Jobs",
   description: "List all jobs using automatic pagination. [See the documentation](https://docs.databricks.com/api/workspace/jobs/list)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/list-runs/list-runs.mjs b/components/databricks/actions/list-runs/list-runs.mjs
index d2d7fe17cd3f3..e03846d411551 100644
--- a/components/databricks/actions/list-runs/list-runs.mjs
+++ b/components/databricks/actions/list-runs/list-runs.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-runs",
   name: "List Runs",
   description: "Lists all runs available to the user. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.4",
+  version: "0.0.5",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
index 356622572a9a9..5b63c9c874a82 100644
--- a/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
+++ b/components/databricks/actions/list-sql-warehouses/list-sql-warehouses.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-list-sql-warehouses",
   name: "List SQL Warehouses",
   description: "Lists all SQL Warehouses available in the Databricks workspace. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/list)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/repair-run/repair-run.mjs b/components/databricks/actions/repair-run/repair-run.mjs
index e5f9234fdf800..ef4e4015fb5db 100644
--- a/components/databricks/actions/repair-run/repair-run.mjs
+++ b/components/databricks/actions/repair-run/repair-run.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-repair-run",
   name: "Repair Run",
   description: "Re-run one or more tasks. [See the documentation](https://docs.databricks.com/api/workspace/jobs/repairrun)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/reset-job/reset-job.mjs b/components/databricks/actions/reset-job/reset-job.mjs
index cf6acbc2af856..44aa051ea1d3f 100644
--- a/components/databricks/actions/reset-job/reset-job.mjs
+++ b/components/databricks/actions/reset-job/reset-job.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-reset-job",
   name: "Reset Job",
   description: "Overwrite all settings for the given job. [See the documentation](https://docs.databricks.com/api/workspace/jobs/reset)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/run-job-now/run-job-now.mjs b/components/databricks/actions/run-job-now/run-job-now.mjs
index 4318cb98d9e8a..11c6e52ad930c 100644
--- a/components/databricks/actions/run-job-now/run-job-now.mjs
+++ b/components/databricks/actions/run-job-now/run-job-now.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-run-job-now",
   name: "Run Job Now",
   description: "Run a job now and return the id of the triggered run. [See the documentation](https://docs.databricks.com/en/workflows/jobs/jobs-2.0-api.html#runs-list)",
-  version: "0.0.4",
+  version: "0.0.5",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/set-job-permissions/set-job-permissions.mjs b/components/databricks/actions/set-job-permissions/set-job-permissions.mjs
index adf2897ec8faf..5c0cde44682c1 100644
--- a/components/databricks/actions/set-job-permissions/set-job-permissions.mjs
+++ b/components/databricks/actions/set-job-permissions/set-job-permissions.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-set-job-permissions",
   name: "Set Job Permissions",
   description: "Set permissions on a job. [See the documentation](https://docs.databricks.com/api/workspace/jobs/setpermissions)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
index 6c9d4a7b98e6e..c8e1252417614 100644
--- a/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
+++ b/components/databricks/actions/set-sql-warehouse-config/set-sql-warehouse-config.mjs
@@ -6,7 +6,7 @@ export default {
   key: "databricks-set-sql-warehouse-config",
   name: "Set SQL Warehouse Config",
   description: "Updates the global configuration for SQL Warehouses. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/setworkspacewarehouseconfig)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
index 202d1677dd5a9..9d62bd131465b 100644
--- a/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
+++ b/components/databricks/actions/set-sql-warehouse-permissions/set-sql-warehouse-permissions.mjs
@@ -6,7 +6,7 @@ export default {
   key: "databricks-set-sql-warehouse-permissions",
   name: "Set SQL Warehouse Permissions",
   description: "Updates the permissions for a specific SQL Warehouse. [See docs](https://docs.databricks.com/api/workspace/warehouses/setpermissions)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
index 669a593323040..5cba5641b2bd3 100644
--- a/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
+++ b/components/databricks/actions/start-sql-warehouse/start-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-start-sql-warehouse",
   name: "Start SQL Warehouse",
   description: "Starts a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/start)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
index 0117fca5d801d..8c1b8a932a0a8 100644
--- a/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
+++ b/components/databricks/actions/stop-sql-warehouse/stop-sql-warehouse.mjs
@@ -4,7 +4,7 @@ export default {
   key: "databricks-stop-sql-warehouse",
   name: "Stop SQL Warehouse",
   description: "Stops a SQL Warehouse by ID. [See the documentation](https://docs.databricks.com/api/workspace/warehouses/stop)",
-  version: "0.0.3",
+  version: "0.0.4",
   type: "action",
   props: {
     databricks,
diff --git a/components/databricks/actions/update-job/update-job.mjs b/components/databricks/actions/update-job/update-job.mjs
index 6d6afec50bb7f..8cb8f6c81d36d 100644
--- a/components/databricks/actions/update-job/update-job.mjs
+++ b/components/databricks/actions/update-job/update-job.mjs
@@ -5,7 +5,7 @@ export default {
   key: "databricks-update-job",
   name: "Update Job",
   description: "Update an existing job. Only the fields that are provided will be updated. [See the documentation](https://docs.databricks.com/api/workspace/jobs/update)",
-  version: "0.0.1",
+  version: "0.0.2",
   type: "action",
   props: {
     app,
diff --git a/components/databricks/package.json b/components/databricks/package.json
index c82b72576579b..22ed3bf6d6cb6 100644
--- a/components/databricks/package.json
+++ b/components/databricks/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@pipedream/databricks",
-  "version": "0.4.0",
+  "version": "0.5.0",
   "description": "Pipedream Databricks Components",
   "main": "databricks.app.mjs",
   "keywords": [

From 8df764b8c0cb23c6415d256f0779bd7ed00bbff4 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Fri, 19 Sep 2025 16:16:40 +0530
Subject: [PATCH 38/39] updated

---
 components/databricks/databricks.app.mjs | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/components/databricks/databricks.app.mjs b/components/databricks/databricks.app.mjs
index 1b760b96c479d..607764fdc69e4 100644
--- a/components/databricks/databricks.app.mjs
+++ b/components/databricks/databricks.app.mjs
@@ -134,9 +134,6 @@ export default {
       return axios($, {
         url: this.getUrl(path, versionPath),
         headers: this._headers(),
-        paramsSerializer: {
-          indexes: null,
-        },
         ...args,
       });
     },
@@ -461,6 +458,9 @@ export default {
         path: `/vector-search/indexes/${indexName}/delete-data`,
         method: "DELETE",
         params,
+        paramsSerializer: {
+          indexes: null,
+        },
         ...args,
       });
     },

From db3b6cd67685fbe1fb1f47fda9b5d1eeb01c3fa3 Mon Sep 17 00:00:00 2001
From: Lokesh chand <lokeshchand307@gmail.com>
Date: Sun, 21 Sep 2025 17:38:18 +0530
Subject: [PATCH 39/39] updated

---
 .../upsert-vector-search-index-data.mjs       | 25 ++++++-------------
 1 file changed, 7 insertions(+), 18 deletions(-)

diff --git a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
index c3134d9f1a8ba..6e4f5cca592e9 100644
--- a/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
+++ b/components/databricks/actions/upsert-vector-search-index-data/upsert-vector-search-index-data.mjs
@@ -26,9 +26,9 @@ export default {
       ],
     },
     rows: {
-      type: "string[]",
+      type: "string",
       label: "Rows to Upsert",
-      description: "Array of rows to upsert. Each row should be a JSON object string. Example: `{ \"id\": \"1\", \"text\": \"hello world\", \"text_vector\": [1.0, 2.0, 3.0] }`",
+      description: "Array of rows to upsert. Each row should be a JSON object string. Example: `[{ \"id\": \"1\", \"text\": \"hello world\", \"text_vector\": [0.1, 0.2, 0.3] }]`",
     },
   },
 
@@ -36,25 +36,14 @@ export default {
     const parsedRows = utils.parseObject(this.rows);
 
     if (!Array.isArray(parsedRows) || !parsedRows.length) {
-      throw new ConfigurationError("rows must be a non-empty array of JSON objects.");
+      throw new ConfigurationError("rows must be a non-empty JSON array.");
     }
 
-    parsedRows.forEach((row, idx) => {
-      if (!row || typeof row !== "object") {
-        throw new ConfigurationError(`Row at index ${idx} is invalid. Each row must be a JSON object.`);
-      }
-      if (!row.id) {
-        throw new ConfigurationError(`Row at index ${idx} is missing required primary key field "id".`);
-      }
-    });
-
-    const payload = {
-      index_name: this.indexName,
-      inputs_json: JSON.stringify(parsedRows),
-    };
-
     const response = await this.databricks.upsertVectorSearchIndexData({
-      data: payload,
+      indexName: this.indexName,
+      data: {
+        inputs_json: JSON.stringify(parsedRows),
+      },
       $,
     });