Merge pull request #22 from xsqian/main

adding instruction for setup the demo on platform mck, running with u…

Author: EdmondIguazio

env.template

@@ -0,0 +1,3 @@
+S3_BUCKET_NAME=
+OPENAI_API_BASE=
+OPENAI_API_KEY=

notebook.ipynb

@@ -62,7 +62,7 @@
    },
    "outputs": [],
    "source": [
-    "# !pip install SQLAlchemy==2.0.31"
+    "!pip install SQLAlchemy==2.0.31 pymysql"
    ]
   },
   {
@@ -74,6 +74,14 @@
     "Please set the following configuration - choose compute device: CPU or GPU, choose the language of the calls, and whether to skip the calls generation workflow and use pre-generated data."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "c1a3e034-151f-46d0-b6f7-38876c113a8b",
+   "metadata": {},
+   "source": [
+    "#### Setup in Iguazio Cluster"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "330ea34f-2d34-472c-995f-9f171afb03cf",
@@ -85,9 +93,27 @@
     "- Please set `run_with_gpu = False`, `use_sqlite = False`, `engine = \"remote\"`"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "6c44bb2b-5ded-49d6-ae4d-7fa9ca67d1e4",
+   "metadata": {},
+   "source": [
+    "#### Setup in Platform McK"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "05e3b4b8-d370-4fcf-944b-e8f3b478fa24",
+   "metadata": {},
+   "source": [
+    "- GPU is not supported at the moment.\n",
+    "- sqlite is supported.\n",
+    "- Please set `run_with_gpu = False`, `use_sqlite = True`, `engine = \"remote\"`"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 37,
    "id": "76f05c23312057a3",
    "metadata": {},
    "outputs": [],
@@ -96,7 +122,7 @@
     "run_with_gpu = False\n",
     "language = \"en\" # The languages of the calls, es - Spanish, en - English\n",
     "skip_calls_generation = False\n",
-    "use_sqlite = False"
+    "use_sqlite = True"
    ]
   },
   {
@@ -108,7 +134,7 @@
     "\n",
     "> **⚠️ Important** Please fill the following variables in your `.env` file.\n",
     "\n",
-    "Three tokens are required to run the demo end-to-end:\n",
+    "Tokens are required to run the demo end-to-end:\n",
     "* [OpenAI ChatGPT](https://chat.openai.com/) — To generate conversations, two tokens are required:\n",
     "  * `OPENAI_API_KEY`\n",
     "  * `OPENAI_API_BASE`\n",
@@ -120,17 +146,31 @@
     "> If you wish to install mysql using helm chart you can use the command below - \n",
     "> * `helm install -n <\"namesapce\"> myrelease bitnami/mysql --set auth.rootPassword=sql123 --set auth.database=mlrun_demos --set primary.service.ports.mysql=3111 --set primary.persistence.enabled=false`\n",
     "> * Example for MYSQL_URL if you use the above command - `mysql+pymysql://root:sql123@myrelease-mysql.<\"namesapce\">.svc.cluster.local:3111/mlrun_demos`\n",
-    "\n"
+    "\n",
+    "For Platform Mck, a s3 bucket name needs to be in the `.env`\n",
+    "* [S3 Bucket]() &mdash; \n",
+    "  * `S3_BUCKET_NAME`"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 38,
    "id": "7e7503f4-8830-4972-a986-10f4c29624b9",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import dotenv\n",
     "import os\n",
@@ -145,14 +185,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 39,
    "id": "d33fc614-2898-4b12-b34f-62181651a9b5",
    "metadata": {},
    "outputs": [],
    "source": [
     "assert not run_with_gpu\n",
-    "assert not use_sqlite\n",
-    "assert os.environ[\"MYSQL_URL\"]\n",
     "assert os.environ[\"OPENAI_API_BASE\"]\n",
     "assert os.environ[\"OPENAI_API_KEY\"]"
    ]
@@ -189,20 +227,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 40,
    "id": "80b388f8-5aa3-4b6a-9b6d-b6dca242165e",
    "metadata": {
-    "scrolled": true,
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Project Source: git://github.com/xsqian/demo-call-center.git#main\n",
+      "> 2025-08-02 02:13:41,912 [info] Project loaded successfully: {\"project_name\":\"call-center-demo-jovyan\"}\n"
+     ]
+    }
+   ],
    "source": [
     "project_name=\"call-center-demo\"\n",
     "project = mlrun.get_or_create_project(\n",
     "    name=project_name,\n",
     "    user_project=True,\n",
     "    parameters={\n",
-    "        \"build_image\": True,\n",
+    "        \"build_image\": False,\n",
     "        \"source\": \"git://github.com/xsqian/demo-call-center.git#main\",\n",
     "        \"gpus\": 1 if run_with_gpu else 0,\n",
     "        \"use_sqlite\": use_sqlite,\n",
@@ -258,7 +304,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 41,
    "id": "adc25213-d4d6-411d-a9b0-edf91007ba33",
    "metadata": {},
    "outputs": [],
@@ -305,10 +351,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 42,
    "id": "8d3d7cca-ff52-4ffd-98df-7d70e8b083cf",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<mlrun.projects.project.MlrunProject at 0x7fbc266674f0>"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "project.spec.params['build_image']=False\n",
     "project.save()"
@@ -611,9 +668,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "py311",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "conda-env-.conda-py311-py"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -625,7 +682,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.13"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,

project.yaml

@@ -1,20 +1,17 @@
+kind: project
 status:
   state: online
 metadata:
-  created: '2025-07-21T22:58:34.737000'
-  name: call-center-demo-xingsheng
-kind: project
+  created: '2025-07-31T22:36:27.957000'
+  name: call-center-demo-jovyan
 spec:
-  params:
-    build_image: false
-    source: git://github.com/xsqian/demo-call-center.git#main
-    gpus: 0
-    use_sqlite: false
-    default_image_name: .mlrun-project-image-zzz-xingsheng
-    default_image: .mlrun-project-image-call-center-demo
-  origin_url: git://github.com/xsqian/demo-call-center.git#refs/heads/main
-  desired_state: online
-  load_source_on_run: false
+  workflows:
+  - path: ./src/workflows/calls_generation.py
+    name: calls-generation
+    image: .mlrun-project-image-call-center-demo
+  - path: ./src/workflows/calls_analysis.py
+    name: calls-analysis
+    image: .mlrun-project-image-call-center-demo
   functions:
   - url: hub://structured_data_generator
     name: structured-data-generator
@@ -51,9 +48,18 @@ spec:
     requirements:
     - vizro==0.1.38
     - gunicorn
+  source: git://github.com/mlrun/demo-call-center.git#main
+  default_image: .mlrun-project-image-call-center-demo
+  params:
+    build_image: false
+    source: git://github.com/mlrun/demo-call-center.git#main
+    gpus: 0
+    use_sqlite: true
+    default_image: .mlrun-project-image-call-center-demo
+  origin_url: git://github.com/mlrun/demo-call-center.git#refs/heads/main
   build:
-    source_code_target_dir: /home/mlrun_code/
     image: .mlrun-project-image-call-center-demo
+    source_code_target_dir: /home/mlrun_code/
     commands:
     - apt-get update -y && apt-get install ffmpeg -y
     - pip install transformers==4.44.1
@@ -69,14 +75,6 @@ spec:
     - pip uninstall -y onnxruntime-gpu onnxruntime
     - pip install onnxruntime
     base_image: mlrun/mlrun-kfp
+  desired_state: online
+  load_source_on_run: false
   conda: ''
-  source: git://github.com/xsqian/demo-call-center.git#main
-  owner: xingsheng
-  default_image: .mlrun-project-image-call-center-demo
-  workflows:
-  - path: ./src/workflows/calls_generation.py
-    name: calls-generation
-    image: .mlrun-project-image-call-center-demo
-  - path: ./src/workflows/calls_analysis.py
-    name: calls-analysis
-    image: .mlrun-project-image-call-center-demo