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Maxxx-zhMaxxx-zh
authoredDec 17, 2024
[FSTORE-1646] Tutorials Update (#293)
* Fixes for 4.x hopsworks[python]
1 parent 64d29dd commit 80b9229

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‎advanced_tutorials/air_quality/1_air_quality_feature_backfill.ipynb

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}
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],
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"source": [
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"!pip install -U hopsworks --quiet\n",
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"!pip install -U 'hopsworks[python]' --quiet\n",
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"!pip install geopy folium streamlit-folium --q"
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]
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.18"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/air_quality/2_air_quality_feature_pipeline.ipynb

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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.11"
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"version": "3.11.11"
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},
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"vscode": {
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"interpreter": {

‎advanced_tutorials/aml/1_aml_feature_pipeline.ipynb

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"First of all we will load the data and do some feature engineering on it."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "49d24791-2df7-4b2e-993c-ca02c642fb6f",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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{
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"cell_type": "markdown",
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"id": "6a080c46",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.13"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/bitcoin/1_bitcoin_feature_backfill.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet\n",
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"!pip install -U 'hopsworks[python]' --quiet\n",
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"\n",
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"!pip install -U unicorn-binance-rest-api --quiet\n",
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"!pip install -U python-dotenv --quiet\n",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.18"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/bitcoin/2_bitcoin_feature_pipeline.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet\n",
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"!pip install -U 'hopsworks[python]' --quiet\n",
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"\n",
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"!pip install -U unicorn-binance-rest-api --quiet\n",
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"!pip install -U python-dotenv --quiet\n",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.18"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/bitcoin/3_bitcoin_training_pipeline.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet"
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.12.5"
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"version": "3.11.11"
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},
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"vscode": {
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"interpreter": {

‎advanced_tutorials/bitcoin/4_bitcoin_batch_inference.ipynb

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"3. Batch prediction using deployment."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "bc0e9321-c79f-4ddf-b8f8-783652e2d7a0",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/citibike/1_citibike_feature_backfill.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet\n",
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"!pip install -U 'hopsworks[python]' --quiet\n",
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"!pip install python-dotenv"
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]
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},
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"provenance": []
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},
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.11"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/credit_scores/1_credit_scores_feature_backfill.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet"
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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{
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.11"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/electricity/1_electricity_feature_backfill.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet"
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.18"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/fraud_cheque_detection/requirements.txt

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bitsandbytes==0.42.0
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accelerate==0.27.2
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langchain==0.1.16
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hopsworks[python]

‎advanced_tutorials/hospital_wait_time/1_feature_pipeline.ipynb

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"## <span style='color:#ff5f27'> 📝 Imports </span>"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "1b04190c-ffca-4a5b-b93c-3b03cdedd17a",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.1.-1"
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/llm_pdfs/requirements.txt

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getpass4==0.0.14.1
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json_repair==0.6.1
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hopsworks[python]

‎advanced_tutorials/nyc_taxi_fares/1_nyc_taxi_fares_feature_backfill.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U hopsworks --quiet"
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"!pip install -U 'hopsworks[python]' --quiet"
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],
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"metadata": {
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"display_name": "Python 3 (ipykernel)",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

‎advanced_tutorials/on_demand_feature/notebooks/1_backfill_h_feature_groups.ipynb

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"source": [
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"!pip install -U hopsworks --quiet\n",
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"!pip install -U 'hopsworks[python]' --quiet\n",
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"!pip install -U 'git+https://github.com/logicalclocks/hopsworks-tutorials@master#egg=on_demand_feature&subdirectory=advanced_tutorials/on_demand_feature/on_demand_feature'"
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}
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‎advanced_tutorials/on_demand_feature/notebooks/2_feature_pipeline.ipynb

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"!pip install -U 'hopsworks[python]' --quiet\n",
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"!pip install -U 'git+https://github.com/logicalclocks/hopsworks-tutorials@master#egg=on_demand_feature&subdirectory=advanced_tutorials/on_demand_feature/on_demand_feature'"
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‎advanced_tutorials/on_demand_feature/notebooks/3_feature_view_td_modelling.ipynb

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"[![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)"
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"!pip install -U 'hopsworks[python]' --quiet"
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‎advanced_tutorials/recommender-system/requirements.txt

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tensorflow-recommenders-0.7.2
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hopsworks[python]

‎advanced_tutorials/tiktok_recsys/python/requirements.txt

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hopsworks[python]

‎advanced_tutorials/timeseries/1_feature_backfill.ipynb

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"## <span style=\"color:#ff5f27\">📝 Imports </span>"
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c84411ee-d103-4458-8ff9-50bb782b4a9a",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -U 'hopsworks[python]' --quiet"
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]
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},
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"version": "3.11.11"
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}
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},
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"nbformat": 4,

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