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Migrate gsutil usage to gcloud storage #4340

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Migrate gsutil usage to gcloud storage #4340

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15 changes: 5 additions & 10 deletions notebooks/community/gapic/custom/showcase_hyperparmeter_tuning_image_classification.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -419,8 +419,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -439,8 +438,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1119,8 +1117,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_cifar10.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_cifar10.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1617,8 +1614,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_cifar10.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_cifar10.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -2062,8 +2058,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
15 changes: 5 additions & 10 deletions notebooks/community/gapic/custom/showcase_hyperparmeter_tuning_tabular_regression.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -419,8 +419,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location $REGION $BUCKET_NAME" ]
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@gemini-code-assist gemini-code-assist bot Oct 17, 2025

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medium

For consistency with other files in this PR and for better script clarity, it's recommended to use --location=$REGION instead of --location $REGION. While gcloud might handle both, using the equals sign is more explicit and less prone to parsing errors in shell scripts.

        "! gcloud storage buckets create --location=$REGION $BUCKET_NAME"

},
{
"cell_type": "markdown",
Expand All @@ -439,8 +438,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1116,8 +1114,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_boston.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_boston.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1626,8 +1623,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_boston.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_boston.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -2085,8 +2081,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
15 changes: 5 additions & 10 deletions ...oks/community/gapic/custom/showcase_hyperparmeter_tuning_text_binary_classification.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -419,8 +419,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -439,8 +438,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1116,8 +1114,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_imdb.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_imdb.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1618,8 +1615,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_NAME/trainer_imdb.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_NAME/trainer_imdb.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -2060,8 +2056,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
24 changes: 8 additions & 16 deletions notebooks/community/migration/UJ10 Custom Training Prebuilt Container SKLearn.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -325,8 +325,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION gs://$BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION gs://$BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -345,8 +344,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al gs://$BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long gs://$BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -722,8 +720,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz gs://$BUCKET_NAME/census.tar.gz"
]
"! gcloud storage cp custom.tar.gz gs://$BUCKET_NAME/census.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1379,8 +1376,7 @@
" for i in INSTANCES:\n",
" f.write(json.dumps(i) + \"\\n\")\n",
"\n",
"! gsutil cat $gcs_input_uri"
]
"! gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1718,8 +1714,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1738,10 +1733,8 @@
" folder = get_latest_predictions(\n",
" response.output_config.gcs_destination.output_uri_prefix\n",
" )\n",
" ! gsutil ls $folder/prediction*\n",
"\n",
" ! gsutil cat -h $folder/prediction*\n",
" break\n",
" ! gcloud storage ls $folder/prediction*\n", "\n",
" ! gcloud storage cat --display-url $folder/prediction*\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -2630,8 +2623,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r gs://$BUCKET_NAME"
]
" ! gcloud storage rm --recursive gs://$BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
27 changes: 9 additions & 18 deletions ...oks/community/migration/UJ15 AutoML for vision with Vertex AI Video Object Tracking.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -325,8 +325,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION gs://$BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION gs://$BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -345,8 +344,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al gs://$BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long gs://$BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -542,8 +540,7 @@
},
"outputs": [],
"source": [
"! gsutil cat $IMPORT_FILE | head -n 10"
]
"! gcloud storage cat $IMPORT_FILE | head -n 10" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1386,8 +1383,7 @@
},
"outputs": [],
"source": [
"test_items = ! gsutil cat $IMPORT_FILE | head -n25\n",
"\n",
"test_items = ! gcloud storage cat $IMPORT_FILE | head -n25\n", "\n",
"cols_1 = test_items[0].split(\",\")\n",
"cols_2 = test_items[-1].split(\",\")\n",
"\n",
Expand Down Expand Up @@ -1466,8 +1462,7 @@
" f.write(json.dumps(data) + \"\\n\")\n",
"\n",
"print(gcs_input_uri)\n",
"!gsutil cat $gcs_input_uri"
]
"!gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1783,8 +1778,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1803,10 +1797,8 @@
" folder = get_latest_predictions(\n",
" response.output_config.gcs_destination.output_uri_prefix\n",
" )\n",
" ! gsutil ls $folder/prediction**\n",
"\n",
" ! gsutil cat $folder/prediction**\n",
" break\n",
" ! gcloud storage ls $folder/prediction**\n", "\n",
" ! gcloud storage cat $folder/prediction**\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -1882,8 +1874,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r gs://$BUCKET_NAME"
]
" ! gcloud storage rm --recursive gs://$BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
24 changes: 8 additions & 16 deletions notebooks/community/migration/UJ2,12 Custom Training Prebuilt Container TF Keras.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -325,8 +325,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION gs://$BUCKET_NAME"
]
"! gcloud storage buckets create --location $REGION gs://$BUCKET_NAME" ]
Copy link
Contributor

@gemini-code-assist gemini-code-assist bot Oct 17, 2025

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

medium

For consistency with other files in this PR and for better script clarity, it's recommended to use --location=$REGION instead of --location $REGION. While gcloud might handle both, using the equals sign is more explicit and less prone to parsing errors in shell scripts.

        "! gcloud storage buckets create --location=$REGION gs://$BUCKET_NAME"

},
{
"cell_type": "markdown",
Expand All @@ -345,8 +344,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al gs://$BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long gs://$BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -659,8 +657,7 @@
"! rm -f cifar.tar cifar.tar.gz\n",
"! tar cvf cifar.tar cifar\n",
"! gzip cifar.tar\n",
"! gsutil cp cifar.tar.gz gs://$BUCKET_NAME/trainer_cifar.tar.gz"
]
"! gcloud storage cp cifar.tar.gz gs://$BUCKET_NAME/trainer_cifar.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1318,8 +1315,7 @@
" b64str = base64.b64encode(bytes.numpy()).decode(\"utf-8\")\n",
" f.write(json.dumps({input_name: {\"b64\": b64str}}) + \"\\n\")\n",
"\n",
"! gsutil cat $gcs_input_uri"
]
"! gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1643,8 +1639,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1663,10 +1658,8 @@
" folder = get_latest_predictions(\n",
" response.output_config.gcs_destination.output_uri_prefix\n",
" )\n",
" ! gsutil ls $folder/prediction*\n",
"\n",
" ! gsutil cat $folder/prediction*\n",
" break\n",
" ! gcloud storage ls $folder/prediction*\n", "\n",
" ! gcloud storage cat $folder/prediction*\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -2234,8 +2227,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r gs://$BUCKET_NAME"
]
" ! gcloud storage rm --recursive gs://$BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
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