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[DO NOT MERGE] Update all non-workshop images to latest #387

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Sep 27, 2022
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[DO NOT MERGE] Update all non-workshop images to latest #387

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e832ebe
Update all non-workshop images to latest
jsignell Aug 2, 2022
959f095
Update examples/snowflake/.saturn/saturn.json
jsignell Aug 3, 2022
9e80d04
Update templates-enterprise.json
hhuuggoo Sep 22, 2022
5ea3a8b
Update templates-hosted.json
hhuuggoo Sep 22, 2022
51f471c
to_array is deprecated in later rapids versions
hhuuggoo Sep 27, 2022
abd73cc
forgot some to_array calls
hhuuggoo Sep 27, 2022
dc41621
fix pytorch notebooks
hhuuggoo Sep 27, 2022
60a8fcb
Merge pull request #389 from saturncloud/hugo/fix-pytorch-notebooks
hhuuggoo Sep 27, 2022
46a0649
clean up notebooks
hhuuggoo Sep 27, 2022
6ad1d49
cleanup outputs
hhuuggoo Sep 27, 2022
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2 changes: 1 addition & 1 deletion examples/api-flask/.saturn/saturn.json
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{
"name": "example-api-flask",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.01.06",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Deploy a flask API on Saturn Cloud",
"extra_packages": {
"conda": "flask",
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2 changes: 1 addition & 1 deletion examples/api/.saturn/saturn.json
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{
"name": "example-api",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Deploy an API to Saturn Cloud. Learn more at: https://scld.io/ex/py-api",
"extra_packages": {
"pip": "uvicorn fastapi"
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2 changes: 1 addition & 1 deletion examples/autoshutoff-jupyter-kernel/.saturn/saturn.json
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{
"name": "example-autoshutoff",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "POC of using Jupyter kernel information for shutting off a resource",
"working_directory": "/home/jovyan/examples/examples/autoshutoff-jupyter-kernel",
"environment_variables": {
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2 changes: 1 addition & 1 deletion examples/bodo/.saturn/saturn.json
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{
"name": "example-bodo",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.01.06",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Bodo.ai on Saturn Cloud using a CPU instance",
"working_directory": "/home/jovyan/examples/examples/bodo",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/comet/.saturn/saturn.json
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{
"name": "example-comet",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Track and compare your ML models using Comet",
"working_directory": "/home/jovyan/examples/examples/comet",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/dashboard-dash/.saturn/saturn.json
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{
"name": "example-dashboard-dash",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.01.06",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Deploy a Plotly Dash dashboard to Saturn Cloud.",
"extra_packages": {
"conda": "dash umap-learn",
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2 changes: 1 addition & 1 deletion examples/dashboard-streamlit/.saturn/saturn.json
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{
"name": "example-dashboard-streamlit",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.01.06",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Deploy a Streamlit dashboard to Saturn Cloud.",
"extra_packages": {
"conda": "streamlit umap-learn plotly",
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2 changes: 1 addition & 1 deletion examples/dashboard/.saturn/saturn.json
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{
"name": "example-dashboard",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Deploy a dashboard to Saturn Cloud. Learn more at: https://scld.io/ex/py-dashboard",
"environment_variables": {
"SATURN__JUPYTER_SETUP_DASK_WORKSPACE": "true"
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2 changes: 1 addition & 1 deletion examples/dask/.saturn/saturn.json
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{
"name": "example-dask",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Use distributed computing with Dask",
"extra_packages": {
"pip": "lightgbm"
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2 changes: 1 addition & 1 deletion examples/job-notebook-api/.saturn/saturn.json
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{
"name": "example-job-notebook-api",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Run a Jupyter Notebook via calling a REST API using Saturn Cloud jobs",
"working_directory": "/home/jovyan/examples/examples/job-notebook-api",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/job/.saturn/saturn.json
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{
"name": "example-job",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Run a job on Saturn Cloud. Learn more at: https://scld.io/ex/py-job",
"working_directory": "/home/jovyan/examples/examples/job",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/julia-api/.saturn/saturn.json
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{
"name": "example-julia-api",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia:2022.06.01",
"description": "Deploy an API to Saturn Cloud using Julia",
"environment_variables": {},
"working_directory": "/home/jovyan/examples/examples/julia-api",
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2 changes: 1 addition & 1 deletion examples/julia-dashboard-dash/.saturn/saturn.json
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{
"name": "example-julia-dashboard-dash",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia:2022.06.01",
"description": "Deploy a dashboard using Julia and Dash",
"working_directory": "/home/jovyan/examples/examples/julia-dashboard-dash",
"start_script": "julia -e 'import Pkg;\nPkg.add([\n\"Dash\",\n\"PlotlyJS\",\n\"UMAP\"\n])'",
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2 changes: 1 addition & 1 deletion examples/julia-flux/.saturn/saturn.json
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{
"name": "example-julia-flux",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia-gpu:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-julia-gpu:2022.06.01",
"description": "Use Julia to train a simple neural network model using Flux.",
"working_directory": "/home/jovyan/examples/examples/julia-flux",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/load-data/.saturn/saturn.json
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{
"name": "example-load-data",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Connect to external data sources in Saturn Cloud",
"working_directory": "/home/jovyan/examples/examples/load-data",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/old-photos/.saturn/saturn.json
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{
"name": "example-restoring-photos",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Restoring old photos using a neural network from Microsoft",
"environment_variables": {},
"working_directory": "/home/jovyan/examples/examples/old-photos",
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2 changes: 1 addition & 1 deletion examples/prefect/.saturn/saturn.json
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{
"name": "example-prefect",
"image_uri": "public.ecr.aws/saturncloud/saturn:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python:2022.06.01",
"description": "Scheduled jobs with Prefect and Prefect Cloud",
"environment_variables": {
"PREFECT_CLOUD_PROJECT_NAME": "dask-iz-gr8",
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2 changes: 1 addition & 1 deletion examples/pytorch/.saturn/saturn.json
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{
"name": "example-pytorch",
"image_uri": "public.ecr.aws/saturncloud/saturn-pytorch:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-pytorch:2022.06.01",
"description": "Use PyTorch with a single GPU or across multiple GPUs with Dask",
"environment_variables": {
"DASK_DISTRIBUTED__WORKER__DAEMON": "False",
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2 changes: 1 addition & 1 deletion examples/r-api/.saturn/saturn.json
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{
"name": "example-r-api",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Deploy an API to Saturn Cloud using R. Learn more at: https://scld.io/ex/r-api",
"working_directory": "/home/jovyan/examples/examples/r-api",
"start_script": "Rscript setup.R",
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2 changes: 1 addition & 1 deletion examples/r-future/.saturn/saturn.json
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{
"name": "example-r-future",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio:2022.04.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Run parallel computing workloads using the future package.",
"working_directory": "/home/jovyan/examples/examples/r-future",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/r-job/.saturn/saturn.json
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{
"name": "example-r-job",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Run a job on Saturn Cloud using R. Learn more at: https://scld.io/ex/r-job",
"working_directory": "/home/jovyan/examples/examples/r-job",
"start_script": "Rscript setup.R",
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2 changes: 1 addition & 1 deletion examples/r-load-data/.saturn/saturn.json
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{
"name": "example-r-load-data",
"image_uri": "saturncloud/saturn-rstudio:2021.11.10",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Connect to external data sources in Saturn Cloud",
"working_directory": "/home/jovyan/examples/examples/r-load-data",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/r-shiny/.saturn/saturn.json
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{
"name": "example-r-shiny",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Deploy a dashboard to Saturn Cloud using R Shiny. Learn more at: https://scld.io/ex/r-dashboard",
"working_directory": "/home/jovyan/examples/examples/r-shiny",
"start_script": "Rscript setup.R",
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2 changes: 1 addition & 1 deletion examples/r-tensorflow/.saturn/saturn.json
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{
"name": "example-r-tensorflow",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio-tensorflow:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r-tensorflow:2022.06.01",
"description": "Train a neural network in TensorFlow with R on a GPU",
"working_directory": "/home/jovyan/examples/examples/r-tensorflow",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/r-torch/.saturn/saturn.json
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{
"name": "example-r-torch",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio-torch:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r-torch:2022.06.01",
"description": "Train a neural network in TensorFlow with R on a GPU",
"working_directory": "/home/jovyan/examples/examples/r-torch",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/rapids-comparison/.saturn/saturn.json
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{
"name": "example-rapids-comparison",
"image_uri": "public.ecr.aws/saturncloud/saturn-rapids:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-rapids:2022.06.01",
"description": "Compare how RAPIDS performs at model training with a GPU",
"environment_variables": {
"SATURN__JUPYTER_SETUP_DASK_WORKSPACE": "true"
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2 changes: 1 addition & 1 deletion examples/rapids-first-blog/.saturn/saturn.json
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{
"name": "example-rapids-first-blog",
"image_uri": "public.ecr.aws/saturncloud/saturn-rapids:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-rapids:2022.06.01",
"description": "Compare how RAPIDS CuDF and CuML perform as compared to pandas and sklearn",
"working_directory": "/home/jovyan/examples/examples/rapids-first-blog",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/rapids/.saturn/saturn.json
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{
"name": "example-rapids",
"image_uri": "public.ecr.aws/saturncloud/saturn-rapids:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-rapids:2022.06.01",
"description": "Use GPUs for data science and machine learning with this platform by NVIDIA",
"environment_variables": {
"SATURN__JUPYTER_SETUP_DASK_WORKSPACE": "true"
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2 changes: 1 addition & 1 deletion examples/rstudio/.saturn/saturn.json
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{
"name": "example-rstudio",
"image_uri": "public.ecr.aws/saturncloud/saturn-rstudio:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
"description": "Use R from RStudio",
"working_directory": "/home/jovyan/examples/examples/rstudio",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/snowflake-ml/.saturn/saturn.json
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{
"name": "example-snowflake-ml",
"image_uri": "public.ecr.aws/saturncloud/saturn-pytorch:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-pytorch:2022.06.01",
"description": "Use Snowflake unstructured data for image classification with Dask",
"environment_variables": {
"DASK_DISTRIBUTED__WORKER__DAEMON": "False",
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2 changes: 1 addition & 1 deletion examples/snowflake/.saturn/saturn.json
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{
"name": "example-snowflake",
"image_uri": "public.ecr.aws/saturncloud/saturn-rapids:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-r:2022.06.01",
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"description": "Connect to a Snowflake database from either a single machine or distributed cluster",
"environment_variables": {
"TAXI_DATABASE": "saturn_nyc_taxi",
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2 changes: 1 addition & 1 deletion examples/tensorflow-comparison/.saturn/saturn.json
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{
"name": "example-tensorflow-comparison",
"image_uri": "public.ecr.aws/saturncloud/saturn-tensorflow:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-tensorflow:2022.06.01",
"description": "Compare TensorFlow model training for single and multiple GPUs",
"working_directory": "/home/jovyan/examples/examples/tensorflow-comparison",
"extra_packages": {
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2 changes: 1 addition & 1 deletion examples/tensorflow-multigpu/.saturn/saturn.json
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{
"name": "example-tensorflow-multigpu",
"image_uri": "public.ecr.aws/saturncloud/saturn-tensorflow:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-tensorflow:2022.06.01",
"description": "Train deep learning models with TensorFlow on multiple GPUs",
"working_directory": "/home/jovyan/examples/examples/tensorflow-multigpu",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/tensorflow/.saturn/saturn.json
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{
"name": "example-tensorflow",
"image_uri": "public.ecr.aws/saturncloud/saturn-tensorflow:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-tensorflow:2022.06.01",
"description": "Train deep learning models with TensorFlow",
"working_directory": "/home/jovyan/examples/examples/tensorflow",
"git_repositories": [
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2 changes: 1 addition & 1 deletion examples/wandb/.saturn/saturn.json
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{
"name": "example-weights-and-biases",
"image_uri": "public.ecr.aws/saturncloud/saturn-pytorch:2022.03.01",
"image_uri": "public.ecr.aws/saturncloud/saturn-python-pytorch:2022.06.01",
"description": "Use Weights & Biases to track model training",
"working_directory": "/home/jovyan/examples/examples/wandb",
"extra_packages": {
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