diff --git a/notebooks/executing-notebooks-from-another-notebook-with-fusion-sql/notebook.ipynb b/notebooks/executing-notebooks-from-another-notebook-with-fusion-sql/notebook.ipynb
index 1100aeb..46415a8 100644
--- a/notebooks/executing-notebooks-from-another-notebook-with-fusion-sql/notebook.ipynb
+++ b/notebooks/executing-notebooks-from-another-notebook-with-fusion-sql/notebook.ipynb
@@ -28,25 +28,26 @@
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "54d88908",
       "metadata": {},
       "source": [
         "## Creating the Sample Notebook\n",
         "In this section, we will create a sample notebook to be used in our examples."
-      ],
-      "id": "54d88908"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "a2c382f9",
       "metadata": {},
       "source": [
         "Create the sample notebook in the local filesystem:"
-      ],
-      "id": "a2c382f9"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 1,
+      "id": "dd837f57",
       "metadata": {},
       "outputs": [],
       "source": [
@@ -70,21 +71,21 @@
         "    nbf.write(nb, f)\n",
         "\n",
         "print(\"Notebook 'sample_notebook.ipynb' created successfully in the local filesystem.\")"
-      ],
-      "id": "dd837f57"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "bb858912",
       "metadata": {},
       "source": [
         "Upload it to the **Data Studio** shared files for later download:"
-      ],
-      "id": "bb858912"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 2,
+      "id": "d39b0564",
       "metadata": {},
       "outputs": [],
       "source": [
@@ -95,53 +96,53 @@
         "%sql UPLOAD SHARED FILE TO '{{ sample_notebook_name }}' FROM 'sample_notebook.ipynb';\n",
         "\n",
         "print(\"Notebook '{}' has been created in the Data Studio shared files.\".format(sample_notebook_name))"
-      ],
-      "id": "d39b0564"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "4f0cbad1",
       "metadata": {},
       "source": [
         "## Executing the Sample Notebook in the Current Session\n",
         "\n",
         "In this example, we will execute the previously created sample notebook within the current session. This approach is useful for avoiding code duplication in your notebooks, such as environment setup or reusable functions."
-      ],
-      "id": "4f0cbad1"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "baefb864",
       "metadata": {},
       "source": [
         "First, we download the notebook to the local filesystem:"
-      ],
-      "id": "baefb864"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 3,
+      "id": "b04db0d5",
       "metadata": {},
       "outputs": [],
       "source": [
         "%sql DOWNLOAD SHARED FILE '{{ sample_notebook_name }}' TO 'sample_notebook.ipynb' OVERWRITE\n",
         "\n",
         "print(\"Notebook 'sample_notebook.ipynb' has been created in the local filesystem.\")"
-      ],
-      "id": "b04db0d5"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "9c08ff46",
       "metadata": {},
       "source": [
         "Next, we execute the notebook and confirm that the `sample_var` variable set in the sample notebook is accessible in the current session:"
-      ],
-      "id": "9c08ff46"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 4,
+      "id": "85ad1f06",
       "metadata": {},
       "outputs": [],
       "source": [
@@ -151,12 +152,12 @@
         "%run sample_notebook.ipynb\n",
         "\n",
         "print(\"The value of 'sample_var' is '{}'.\\n\".format(sample_var))"
-      ],
-      "id": "85ad1f06"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "1a059fcb",
       "metadata": {},
       "source": [
         "## Executing the Sample Notebook in a New Session\n",
@@ -170,21 +171,21 @@
         "        <p>SingleStore enforces <a href=\"https://docs.singlestore.com/cloud/developer-resources/notebooks/using-notebooks/#rate-limits\">limits</a> on the number of compute sessions that can be created, which can be increased upon request. Please contact <a href=\"https://support.singlestore.com/hc/en-us\">Support</a> for more information.</p>\n",
         "    </div>\n",
         "</div>"
-      ],
-      "id": "1a059fcb"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "b5d35764",
       "metadata": {},
       "source": [
         "Run **two jobs** in parallel and wait for their completion (each job will run on a separate session):"
-      ],
-      "id": "b5d35764"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 5,
+      "id": "2cdaea66",
       "metadata": {},
       "outputs": [],
       "source": [
@@ -198,79 +199,78 @@
         "success = %sql WAIT ON JOBS {{ job_ids }} WITH TIMEOUT 60 MINUTES\n",
         "\n",
         "print(f'All jobs completed with success: {bool(success[0].Success)}')"
-      ],
-      "id": "2cdaea66"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "eaa1de71",
       "metadata": {},
       "source": [
-        "View the executions of the jobs we run:"
-      ],
-      "id": "eaa1de71"
+        "View the executions of the jobs we ran:"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 6,
+      "id": "b81fa588",
       "metadata": {},
       "outputs": [],
       "source": [
         "for job_id in job_ids:\n",
         "  execs = %sql SHOW JOB EXECUTIONS FOR {{ job_id }} from 1 to 1\n",
         "  print(execs)"
-      ],
-      "id": "b81fa588"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "f64a5020",
       "metadata": {},
       "source": [
         "The jobs can now be dropped:"
-      ],
-      "id": "f64a5020"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 7,
+      "id": "5f7b74a6",
       "metadata": {},
       "outputs": [],
       "source": [
         "for id in job_ids:\n",
         "    print(f\"Dropping job '{id}'...\")\n",
         "    %sql DROP JOBS {{id}}"
-      ],
-      "id": "5f7b74a6"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "48372f6b",
       "metadata": {},
       "source": [
         "## Cleanup"
-      ],
-      "id": "48372f6b"
+      ]
     },
     {
       "attachments": {},
       "cell_type": "markdown",
+      "id": "00b5f172",
       "metadata": {},
       "source": [
         "Delete the sample notebook from the **Data Studio** shared files:"
-      ],
-      "id": "00b5f172"
+      ]
     },
     {
       "cell_type": "code",
       "execution_count": 8,
+      "id": "c368e8a6",
       "metadata": {},
       "outputs": [],
       "source": [
         "%%sql\n",
         "DROP SHARED FILE '{{ sample_notebook_name }}'"
-      ],
-      "id": "c368e8a6"
+      ]
     },
     {
       "id": "7259e797",