Fix: Force HF upload with explicit token authentication

notebooks/07_deployment_artifacts.ipynb

@@ -38,7 +38,9 @@
     "warnings.filterwarnings('ignore')\n",
     "\n",
     "# Configuration\n",
-    "config_path = Path(\"notebook_config.json\")\nif not config_path.exists():\n    config_path = Path(\"/home/user/app/notebooks/notebook_config.json\")\n",
+    "config_path = Path(\"notebook_config.json\")\n",
+    "if not config_path.exists():\n",
+    "    config_path = Path(\"/home/user/app/notebooks/notebook_config.json\")\n",
     "with open(config_path) as f:\n",
     "    CONFIG = json.load(f)\n",
     "\n",
@@ -292,15 +294,16 @@
     "joblib>=1.3.0\n",
     "python-multipart>=0.0.6\n",
     "huggingface-hub>=0.19.0\n",
-    "google-generativeai>=0.3.0\n",
+    "google-genai>=1.0.0\n",
     "requests>=2.31.0\n",
+    "pyarrow>=14.0.0\n",
     "'''\n",
     "\n",
     "requirements_path = DEPLOY_DIR / \"requirements.txt\"\n",
     "with open(requirements_path, 'w') as f:\n",
     "    f.write(requirements_content)\n",
     "\n",
-    "print(f\"✓ requirements.txt saved\")"
+    "print(f\"✓ requirements.txt saved\")\n"
    ]
   },
   {
@@ -693,24 +696,22 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Uncomment to upload to Hugging Face\n",
-    "# \n",
-    "# if hf_deployer.is_authenticated():\n",
-    "#     print(\"Uploading to Hugging Face Hub...\")\n",
-    "#     try:\n",
-    "#         hf_deployer.api.upload_folder(\n",
-    "#             folder_path=str(hf_package_dir),\n",
-    "#             repo_id=hf_deployer.repo_id,\n",
-    "#             repo_type=\"model\",\n",
-    "#             commit_message=\"Update CyberForge ML models\"\n",
-    "#         )\n",
-    "#         print(f\"✓ Uploaded to: https://huggingface.co/{hf_deployer.repo_id}\")\n",
-    "#     except Exception as e:\n",
-    "#         print(f\"Upload error: {e}\")\n",
-    "# else:\n",
-    "#     print(\"Not authenticated. Set HF_TOKEN to upload.\")\n",
-    "\n",
-    "print(\"To upload, set HF_TOKEN and run: python deployment/upload_to_hf.py\")"
+    "# Upload trained models and artifacts to Hugging Face Hub\n",
+    "if hf_deployer.is_authenticated():\n",
+    "    print(\"Uploading to Hugging Face Hub...\")\n",
+    "    try:\n",
+    "        hf_deployer.api.upload_folder(\n",
+    "            folder_path=str(hf_package_dir),\n",
+    "            repo_id=hf_deployer.repo_id,\n",
+    "            repo_type=\"model\",\n",
+    "            commit_message=\"Update CyberForge ML models and deployment artifacts\"\n",
+    "        )\n",
+    "        print(f\"✓ Uploaded to: https://huggingface.co/{hf_deployer.repo_id}\")\n",
+    "    except Exception as e:\n",
+    "        print(f\"⚠ Upload error: {e}\")\n",
+    "else:\n",
+    "    print(\"⚠ Not authenticated to HuggingFace. Models saved locally only.\")\n",
+    "    print(\"  Set HF_TOKEN environment variable or hf_token in notebook_config.json to upload.\")"
    ]
   }
  ],