Merge pull request #32 from databricks-industry-solutions/add-require…

…ments updated-recommended-cluster-configuration
databricks-industry-solutions · Jan 7, 2025 · a24afbe · a24afbe
2 parents cc436b9 + 1078ae7
commit a24afbe
Show file tree

Hide file tree

Showing 6 changed files with 462 additions and 6 deletions.
diff --git a/00_intro.ipynb b/00_intro.ipynb
@@ -11,6 +11,7 @@
      "inputWidgets": {},
      "nuid": "2bb220eb-b4b5-46d8-a9a0-6e6331a01d46",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -29,6 +30,7 @@
      "inputWidgets": {},
      "nuid": "92a25ef9-1b17-4f26-a615-ad66f051c1e1",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -73,6 +75,7 @@
      "inputWidgets": {},
      "nuid": "3d527009-ad2d-4239-a427-37eabe35a6d6",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -119,6 +122,70 @@
     "This data has been simulated and the promotional offer influence \"ground truth\" is therefore known."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "799e931d-8298-4023-bfee-1cc53e7b2746",
+     "showTitle": false,
+     "tableResultSettingsMap": {},
+     "title": ""
+    }
+   },
+   "source": [
+    "## Cluster Configuration\n",
+    "We recommend using a cluster with the following or similar specifications to run this solution accelerator:\n",
+    "- Unity Catalog enabled cluster\n",
+    "- Databricks Runtime 15.4 LTS ML or above\n",
+    "- Single-node cluster: e.g. `m5d.2xlarge` on AWS or `Standard_D8ds_v5` on Azure Databricks"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "af48cf73-d7f3-46e7-8651-9402b6d4babb",
+     "showTitle": false,
+     "tableResultSettingsMap": {},
+     "title": ""
+    }
+   },
+   "source": [
+    "## Install Dependencies"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "15b2add3-3894-4bc1-99bb-8c0e2582ebda",
+     "showTitle": true,
+     "tableResultSettingsMap": {},
+     "title": "Install requirements"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "%pip install -r ./requirements.txt --quiet\n",
+    "dbutils.library.restartPython()"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {
@@ -130,6 +197,7 @@
      "inputWidgets": {},
      "nuid": "500f91de-740e-4cc9-b63b-2f81a77a9899",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -153,7 +221,11 @@
      "inputWidgets": {},
      "nuid": "7074a071-e301-4043-9d1d-2a90ee4f95e5",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Loading helper functions"
+    },
+    "jupyter": {
+     "outputs_hidden": true
     }
    },
    "outputs": [],
@@ -173,6 +245,7 @@
      "inputWidgets": {},
      "nuid": "195ac730-282a-43a9-9e60-04f0ac322c19",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Obtaining summary statistics of the dataset"
     }
    },
@@ -196,6 +269,7 @@
      "inputWidgets": {},
      "nuid": "4f30d5af-d4a0-4191-8d73-c7b4f52f15f6",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -237,6 +311,7 @@
      "inputWidgets": {},
      "nuid": "3f16324b-38db-4c66-8eda-32bf209db06b",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Display a box plot of each promotional offer vs Revenue (1 = incentive was provided)"
     }
    },
@@ -259,6 +334,7 @@
      "inputWidgets": {},
      "nuid": "ad77ecd0-6ee3-4d25-8940-872490e6726a",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -280,6 +356,7 @@
      "inputWidgets": {},
      "nuid": "eea443a9-4080-44cc-96cc-161d579b970e",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Checking correlations among the distributions of the numerical features"
     }
    },
@@ -299,6 +376,7 @@
      "inputWidgets": {},
      "nuid": "0ffc2283-43d0-4444-91a7-9108753aa370",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -320,6 +398,7 @@
      "inputWidgets": {},
      "nuid": "683c13aa-0615-4a7e-b131-aa6754fb48df",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Displaying box plots for numerical features vs Revenue"
     }
    },
@@ -343,6 +422,7 @@
      "inputWidgets": {},
      "nuid": "8bef3897-24b1-48c2-b944-bf2054bcecf7",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -361,6 +441,7 @@
      "inputWidgets": {},
      "nuid": "40f7a244-6869-49ca-9d90-92c071fe2c1b",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -382,6 +463,7 @@
      "inputWidgets": {},
      "nuid": "68e88377-88ed-40a2-b435-e559d6d7af44",
      "showTitle": true,
+     "tableResultSettingsMap": {},
      "title": "Displaying customer \"PC count\" vs \"Size\" vs Incentive provided "
     }
    },
@@ -403,6 +485,7 @@
      "inputWidgets": {},
      "nuid": "15f56bdb-4beb-4fe6-9a61-a495da7d5dc3",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -423,6 +506,7 @@
      "inputWidgets": {},
      "nuid": "32ad0039-f35e-4686-ad50-87dfaf65db1c",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -453,6 +537,7 @@
      "inputWidgets": {},
      "nuid": "6541a350-62cf-4f12-ae86-2a0bf0789829",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -471,6 +556,7 @@
      "inputWidgets": {},
      "nuid": "401f0dcc-4f88-4a51-a339-979af7c8cf1c",
      "showTitle": false,
+     "tableResultSettingsMap": {},
      "title": ""
     }
    },
@@ -487,14 +573,24 @@
  ],
  "metadata": {
   "application/vnd.databricks.v1+notebook": {
+   "computePreferences": null,
    "dashboards": [],
    "environmentMetadata": null,
    "language": "python",
    "notebookMetadata": {
+    "mostRecentlyExecutedCommandWithImplicitDF": {
+     "commandId": 1375557022084006,
+     "dataframes": [
+      "_sqldf"
+     ]
+    },
     "pythonIndentUnit": 2
    },
    "notebookName": "00_intro",
    "widgets": {}
+  },
+  "language_info": {
+   "name": "python"
   }
  },
  "nbformat": 4,