[FSTORE-1646] Tutorials Update (#293)

* Fixes for 4.x hopsworks[python]
logicalclocks · Dec 17, 2024 · 80b9229 · 80b9229
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diff --git a/advanced_tutorials/air_quality/1_air_quality_feature_backfill.ipynb b/advanced_tutorials/air_quality/1_air_quality_feature_backfill.ipynb
@@ -49,7 +49,7 @@
     }
    ],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "!pip install geopy folium streamlit-folium --q"
    ]
   },
@@ -1145,7 +1145,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.18"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/air_quality/2_air_quality_feature_pipeline.ipynb b/advanced_tutorials/air_quality/2_air_quality_feature_pipeline.ipynb
@@ -1235,7 +1235,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -1249,7 +1249,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.11"
   },
   "vscode": {
    "interpreter": {

diff --git a/advanced_tutorials/aml/1_aml_feature_pipeline.ipynb b/advanced_tutorials/aml/1_aml_feature_pipeline.ipynb
@@ -22,6 +22,16 @@
     "First of all we will load the data and do some feature engineering on it."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "49d24791-2df7-4b2e-993c-ca02c642fb6f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -U 'hopsworks[python]' --quiet"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "6a080c46",
@@ -693,7 +703,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/bitcoin/1_bitcoin_feature_backfill.ipynb b/advanced_tutorials/bitcoin/1_bitcoin_feature_backfill.ipynb
@@ -40,7 +40,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "\n",
     "!pip install -U unicorn-binance-rest-api --quiet\n",
     "!pip install -U python-dotenv --quiet\n",
@@ -414,7 +414,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/bitcoin/2_bitcoin_feature_pipeline.ipynb b/advanced_tutorials/bitcoin/2_bitcoin_feature_pipeline.ipynb
@@ -30,7 +30,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "\n",
     "!pip install -U unicorn-binance-rest-api --quiet\n",
     "!pip install -U python-dotenv --quiet\n",
@@ -536,7 +536,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/bitcoin/3_bitcoin_training_pipeline.ipynb b/advanced_tutorials/bitcoin/3_bitcoin_training_pipeline.ipynb
@@ -39,7 +39,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet"
+    "!pip install -U 'hopsworks[python]' --quiet"
    ]
   },
   {
@@ -996,7 +996,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.5"
+   "version": "3.11.11"
   },
   "vscode": {
    "interpreter": {

diff --git a/advanced_tutorials/bitcoin/4_bitcoin_batch_inference.ipynb b/advanced_tutorials/bitcoin/4_bitcoin_batch_inference.ipynb
@@ -16,6 +16,16 @@
     "3. Batch prediction using deployment."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bc0e9321-c79f-4ddf-b8f8-783652e2d7a0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -U 'hopsworks[python]' --quiet"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "8855ee1a",
@@ -314,7 +324,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/citibike/1_citibike_feature_backfill.ipynb b/advanced_tutorials/citibike/1_citibike_feature_backfill.ipynb
@@ -38,7 +38,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "!pip install python-dotenv"
    ]
   },
@@ -620,7 +620,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -634,7 +634,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/credit_scores/1_credit_scores_feature_backfill.ipynb b/advanced_tutorials/credit_scores/1_credit_scores_feature_backfill.ipynb
@@ -33,7 +33,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet"
+    "!pip install -U 'hopsworks[python]' --quiet"
    ]
   },
   {
@@ -873,7 +873,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -887,7 +887,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/electricity/1_electricity_feature_backfill.ipynb b/advanced_tutorials/electricity/1_electricity_feature_backfill.ipynb
@@ -38,7 +38,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet"
+    "!pip install -U 'hopsworks[python]' --quiet"
    ]
   },
   {
@@ -373,7 +373,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/fraud_cheque_detection/requirements.txt b/advanced_tutorials/fraud_cheque_detection/requirements.txt
@@ -8,3 +8,4 @@ word2number==1.1
 bitsandbytes==0.42.0
 accelerate==0.27.2
 langchain==0.1.16
+hopsworks[python]
diff --git a/advanced_tutorials/hospital_wait_time/1_feature_pipeline.ipynb b/advanced_tutorials/hospital_wait_time/1_feature_pipeline.ipynb
@@ -8,6 +8,16 @@
     "## <span style='color:#ff5f27'> 📝 Imports </span>"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1b04190c-ffca-4a5b-b93c-3b03cdedd17a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -U 'hopsworks[python]' --quiet"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -575,7 +585,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -589,7 +599,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.1.-1"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/llm_pdfs/requirements.txt b/advanced_tutorials/llm_pdfs/requirements.txt
@@ -19,4 +19,4 @@ openai==1.9.0
 getpass4==0.0.14.1
 json_repair==0.6.1
 protobuf==3.20.0
-hopsworks
+hopsworks[python]
diff --git a/advanced_tutorials/nyc_taxi_fares/1_nyc_taxi_fares_feature_backfill.ipynb b/advanced_tutorials/nyc_taxi_fares/1_nyc_taxi_fares_feature_backfill.ipynb
@@ -32,7 +32,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet"
+    "!pip install -U 'hopsworks[python]' --quiet"
    ]
   },
   {
@@ -224,7 +224,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -238,7 +238,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/on_demand_feature/notebooks/1_backfill_h_feature_groups.ipynb b/advanced_tutorials/on_demand_feature/notebooks/1_backfill_h_feature_groups.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "!pip install -U 'git+https://github.com/logicalclocks/hopsworks-tutorials@master#egg=on_demand_feature&subdirectory=advanced_tutorials/on_demand_feature/on_demand_feature'"
    ]
   },
@@ -129,7 +129,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.16"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/on_demand_feature/notebooks/2_feature_pipeline.ipynb b/advanced_tutorials/on_demand_feature/notebooks/2_feature_pipeline.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -U hopsworks --quiet\n",
+    "!pip install -U 'hopsworks[python]' --quiet\n",
     "!pip install -U 'git+https://github.com/logicalclocks/hopsworks-tutorials@master#egg=on_demand_feature&subdirectory=advanced_tutorials/on_demand_feature/on_demand_feature'"
    ]
   },
@@ -139,7 +139,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.16"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/on_demand_feature/notebooks/3_feature_view_td_modelling.ipynb b/advanced_tutorials/on_demand_feature/notebooks/3_feature_view_td_modelling.ipynb
@@ -14,6 +14,15 @@
     "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/logicalclocks/hopsworks-tutorials/blob/master/advanced_tutorials/on_demand_feature/notebooks/3_feature_view_td_modelling.ipynb)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -U 'hopsworks[python]' --quiet"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -358,7 +367,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.16"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,

diff --git a/advanced_tutorials/recommender-system/requirements.txt b/advanced_tutorials/recommender-system/requirements.txt
@@ -3,5 +3,5 @@ tensorflow==2.13
 tensorflow-recommenders-0.7.2
 catboost==1.1.1
 opensearch-py==1.1.0
-hopsworks
 streamlit==1.28.2
+hopsworks[python]
diff --git a/advanced_tutorials/tiktok_recsys/python/requirements.txt b/advanced_tutorials/tiktok_recsys/python/requirements.txt
@@ -2,5 +2,5 @@ mimesis==15.1.0
 tensorflow==2.13
 tensorflow-recommenders==0.7.2
 catboost==1.1.1
-hopsworks==3.7.6
 mimesis==15.1.0
+hopsworks[python]
diff --git a/advanced_tutorials/timeseries/1_feature_backfill.ipynb b/advanced_tutorials/timeseries/1_feature_backfill.ipynb
@@ -8,6 +8,16 @@
     "## <span style=\"color:#ff5f27\">📝 Imports </span>"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c84411ee-d103-4458-8ff9-50bb782b4a9a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -U 'hopsworks[python]' --quiet"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -418,7 +428,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -432,7 +442,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,