Migrate gsutil usage to gcloud storage (#4303)

googlyrahman · gurusai-voleti · web-flow · commit f5d341ae4542 · 2025-12-18T13:49:38.000-05:00
* Migrate gsutil usage to gcloud storage

* changes for 4303

* Apply automated linter fixes

---------

Co-authored-by: gurusai-voleti &lt;gvoleti@google.com&gt;
diff --git a/notebooks/community/model_garden/model_garden_openai_api_llama3_2.ipynb b/notebooks/community/model_garden/model_garden_openai_api_llama3_2.ipynb
@@ -251,7 +251,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
+        "! gcloud storage buckets create --location {LOCATION} --project {PROJECT_ID} {BUCKET_URI}"
       ]
     },
     {
@@ -1020,7 +1020,7 @@
         "delete_bucket = False  # @param {type:\"boolean\"}\n",
         "\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_NAME"
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"
       ]
     }
   ],
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama2_quantization.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama2_quantization.ipynb
@@ -120,11 +120,11 @@
         "\n",
         "if BUCKET_URI is None or BUCKET_URI.strip() == \"\" or BUCKET_URI == \"gs://\":\n",
         "    BUCKET_URI = f\"gs://{PROJECT_ID}-tmp-{now}\"\n",
-        "    ! gsutil mb -l {REGION} {BUCKET_URI}\n",
+        "    ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n",
         "else:\n",
         "    assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
         "    BUCKET_NAME = \"/\".join(BUCKET_URI.split(\"/\")[:3])\n",
-        "    shell_output = ! gsutil ls -Lb {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",
+        "    shell_output = ! gcloud storage ls --full --buckets {BUCKET_NAME} | grep \"Location Constraint:\" | sed \"s/Location Constraint://\"\n",
         "    bucket_region = shell_output[0].strip().lower()\n",
         "    if bucket_region != REGION:\n",
         "        raise ValueError(\n",
@@ -149,7 +149,7 @@
         "\n",
         "# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
         "BUCKET_NAME = \"/\".join(BUCKET_URI.split(\"/\")[:3])\n",
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
+        "! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.admin\n",
         "\n",
         "! gcloud config set project $PROJECT_ID\n",
         "\n",
@@ -174,7 +174,7 @@
         "    MODEL_BUCKET,\n",
         ")\n",
         "\n",
-        "! gsutil -m cp -R $VERTEX_AI_MODEL_GARDEN_LLAMA2/* $MODEL_BUCKET\n",
+        "! gcloud storage cp --recursive $VERTEX_AI_MODEL_GARDEN_LLAMA2/* $MODEL_BUCKET\n",
         "base_model_path_prefix = MODEL_BUCKET\n",
         "\n",
         "# The pre-built serving docker images.\n",
@@ -627,7 +627,7 @@
         "# Delete Cloud Storage objects that were created\n",
         "delete_bucket = False  # @param {type: \"boolean\", isTemplate:true}\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/community/pipelines/google_cloud_pipeline_components_cloud_natural_language_pipeline.ipynb b/notebooks/community/pipelines/google_cloud_pipeline_components_cloud_natural_language_pipeline.ipynb
@@ -479,7 +479,7 @@
       },
       "outputs": [],
       "source": [
-        "!gsutil mb -l $REGION $BUCKET_URI"
+        "!gcloud storage buckets create --location $REGION $BUCKET_URI"
       ]
     },
     {
@@ -499,7 +499,7 @@
       },
       "outputs": [],
       "source": [
-        "!gsutil ls -al $BUCKET_URI"
+        "!gcloud storage ls --all-versions --long $BUCKET_URI"
       ]
     },
     {
@@ -809,7 +809,7 @@
         "        + \"/executor_output.json\"\n",
         "    )\n",
         "    if tf.io.gfile.exists(EVAL_METRICS):\n",
-        "        ! gsutil cat $EVAL_METRICS"
+        "        ! gcloud storage cat $EVAL_METRICS"
       ]
     },
     {
@@ -832,7 +832,7 @@
       "outputs": [],
       "source": [
         "# Delete GCS bucket.\n",
-        "!gsutil -m rm -r {BUCKET_URI}"
+        "!gcloud storage rm --recursive {BUCKET_URI}"
       ]
     },
     {
diff --git a/notebooks/community/sdk/SDK_BigQuery_Custom_Container_Training.ipynb b/notebooks/community/sdk/SDK_BigQuery_Custom_Container_Training.ipynb
@@ -472,7 +472,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -492,7 +492,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil ls -al $BUCKET_URI"
+        "! gcloud storage ls --all-versions --long $BUCKET_URI"
       ]
     },
     {
@@ -957,7 +957,7 @@
         "# Delete bucket\n",
         "delete_bucket = False\n",
         "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
-        "    ! gsutil rm -rf {BUCKET_URI}"
+        "    ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"
       ]
     }
   ],
diff --git a/notebooks/community/vertex_endpoints/torchserve/dreambooth_stablediffusion.ipynb b/notebooks/community/vertex_endpoints/torchserve/dreambooth_stablediffusion.ipynb
@@ -450,7 +450,7 @@
       },
       "outputs": [],
       "source": [
-        "!gsutil -m cp gs://cloud-samples-data/vertex-ai/model-deployment/models/stable-diffusion/model_artifacts.zip \\\n",
+        "!gcloud storage cp gs://cloud-samples-data/vertex-ai/model-deployment/models/stable-diffusion/model_artifacts.zip \\\n",
         "   ."
       ]
     },
@@ -750,7 +750,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -770,7 +770,7 @@
       },
       "outputs": [],
       "source": [
-        "!gsutil cp -r model_artifacts $BUCKET_URI"
+        "!gcloud storage cp --recursive model_artifacts $BUCKET_URI"
       ]
     },
     {
@@ -968,7 +968,7 @@
         "# Delete Cloud Storage objects that were created\n",
         "delete_bucket = False\n",
         "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/official/automl/sdk_automl_tabular_forecasting_batch.ipynb b/notebooks/official/automl/sdk_automl_tabular_forecasting_batch.ipynb
@@ -286,7 +286,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
+        "! gcloud storage buckets create --location={LOCATION} --project={PROJECT_ID} {BUCKET_URI}"
       ]
     },
     {
@@ -847,7 +847,7 @@
         "delete_bucket = False  # set True for deletion\n",
         "\n",
         "if delete_bucket:\n",
-        "    ! gsutil rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/official/custom/sdk-custom-image-classification-online.ipynb b/notebooks/official/custom/sdk-custom-image-classification-online.ipynb
@@ -250,7 +250,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -654,7 +654,7 @@
       "outputs": [],
       "source": [
         "# Download the images\n",
-        "! gsutil -m cp -r gs://cloud-samples-data/ai-platform-unified/cifar_test_images ."
+        "! gcloud storage cp --recursive gs://cloud-samples-data/ai-platform-unified/cifar_test_images ."
       ]
     },
     {
@@ -804,7 +804,7 @@
         "endpoint.delete()\n",
         "\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/official/explainable_ai/xai_image_classification_feature_attributions.ipynb b/notebooks/official/explainable_ai/xai_image_classification_feature_attributions.ipynb
@@ -287,7 +287,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -895,7 +895,7 @@
         "# Delete Cloud Storage bucket\n",
         "delete_bucket = False  # Set True to delete your bucket\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/official/prediction/sdk_private_endpoint.ipynb b/notebooks/official/prediction/sdk_private_endpoint.ipynb
@@ -340,7 +340,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {REGION} {BUCKET_URI}"
+        "! gcloud storage buckets create --location={REGION} {BUCKET_URI}"
       ]
     },
     {
@@ -479,7 +479,7 @@
         "IMPORT_FILE = \"petfinder-tabular-classification-tabnet-with-header.csv\"\n",
         "TRAINING_DATA_PATH = f\"{BUCKET_URI}/data/petfinder/train.csv\"\n",
         "\n",
-        "! gsutil cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}"
+        "! gcloud storage cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}"
       ]
     },
     {
@@ -955,7 +955,7 @@
         "    print(e)\n",
         "\n",
         "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
-        "    ! gsutil rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],
diff --git a/notebooks/official/tensorboard/tensorboard_profiler_custom_training.ipynb b/notebooks/official/tensorboard/tensorboard_profiler_custom_training.ipynb
@@ -347,7 +347,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location $LOCATION --project $PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -899,7 +899,7 @@
         "# delete cloud storage bucket\n",
         "delete_bucket = False  # set True for deletion\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],

Original file line number	Diff line number	Diff line change
`@@ -251,7 +251,7 @@`
`251`	`251`	`},`
`252`	`252`	`"outputs": [],`
`253`	`253`	`"source": [`
`254`		`- "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"`
	`254`	`+ "! gcloud storage buckets create --location {LOCATION} --project {PROJECT_ID} {BUCKET_URI}"`
`255`	`255`	`]`
`256`	`256`	`},`
`257`	`257`	`{`
`@@ -1020,7 +1020,7 @@`
`1020`	`1020`	`"delete_bucket = False # @param {type:\"boolean\"}\n",`
`1021`	`1021`	`"\n",`
`1022`	`1022`	`"if delete_bucket:\n",`
`1023`		`- " ! gsutil -m rm -r $BUCKET_NAME"`
	`1023`	`+ " ! gcloud storage rm --recursive $BUCKET_NAME"`
`1024`	`1024`	`]`
`1025`	`1025`	`}`
`1026`	`1026`	`],`
Original file line number	Diff line number	Diff line change
`@@ -479,7 +479,7 @@`
`479`	`479`	`},`
`480`	`480`	`"outputs": [],`
`481`	`481`	`"source": [`
`482`		`- "!gsutil mb -l $REGION $BUCKET_URI"`
	`482`	`+ "!gcloud storage buckets create --location $REGION $BUCKET_URI"`
`483`	`483`	`]`
`484`	`484`	`},`
`485`	`485`	`{`
`@@ -499,7 +499,7 @@`
`499`	`499`	`},`
`500`	`500`	`"outputs": [],`
`501`	`501`	`"source": [`
`502`		`- "!gsutil ls -al $BUCKET_URI"`
	`502`	`+ "!gcloud storage ls --all-versions --long $BUCKET_URI"`
`503`	`503`	`]`
`504`	`504`	`},`
`505`	`505`	`{`
`@@ -809,7 +809,7 @@`
`809`	`809`	`" + \"/executor_output.json\"\n",`
`810`	`810`	`" )\n",`
`811`	`811`	`" if tf.io.gfile.exists(EVAL_METRICS):\n",`
`812`		`- " ! gsutil cat $EVAL_METRICS"`
	`812`	`+ " ! gcloud storage cat $EVAL_METRICS"`
`813`	`813`	`]`
`814`	`814`	`},`
`815`	`815`	`{`
`@@ -832,7 +832,7 @@`
`832`	`832`	`"outputs": [],`
`833`	`833`	`"source": [`
`834`	`834`	`"# Delete GCS bucket.\n",`
`835`		`- "!gsutil -m rm -r {BUCKET_URI}"`
	`835`	`+ "!gcloud storage rm --recursive {BUCKET_URI}"`
`836`	`836`	`]`
`837`	`837`	`},`
`838`	`838`	`{`
Original file line number	Diff line number	Diff line change
`@@ -472,7 +472,7 @@`
`472`	`472`	`},`
`473`	`473`	`"outputs": [],`
`474`	`474`	`"source": [`
`475`		`- "! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"`
	`475`	`+ "! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI"`
`476`	`476`	`]`
`477`	`477`	`},`
`478`	`478`	`{`
`@@ -492,7 +492,7 @@`
`492`	`492`	`},`
`493`	`493`	`"outputs": [],`
`494`	`494`	`"source": [`
`495`		`- "! gsutil ls -al $BUCKET_URI"`
	`495`	`+ "! gcloud storage ls --all-versions --long $BUCKET_URI"`
`496`	`496`	`]`
`497`	`497`	`},`
`498`	`498`	`{`
`@@ -957,7 +957,7 @@`
`957`	`957`	`"# Delete bucket\n",`
`958`	`958`	`"delete_bucket = False\n",`
`959`	`959`	`"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",`
`960`		`- " ! gsutil rm -rf {BUCKET_URI}"`
	`960`	`+ " ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"`
`961`	`961`	`]`
`962`	`962`	`}`
`963`	`963`	`],`
Original file line number	Diff line number	Diff line change
`@@ -450,7 +450,7 @@`
`450`	`450`	`},`
`451`	`451`	`"outputs": [],`
`452`	`452`	`"source": [`
`453`		`- "!gsutil -m cp gs://cloud-samples-data/vertex-ai/model-deployment/models/stable-diffusion/model_artifacts.zip \\\n",`
	`453`	`+ "!gcloud storage cp gs://cloud-samples-data/vertex-ai/model-deployment/models/stable-diffusion/model_artifacts.zip \\\n",`
`454`	`454`	`" ."`
`455`	`455`	`]`
`456`	`456`	`},`
`@@ -750,7 +750,7 @@`
`750`	`750`	`},`
`751`	`751`	`"outputs": [],`
`752`	`752`	`"source": [`
`753`		`- "! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"`
	`753`	`+ "! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI"`
`754`	`754`	`]`
`755`	`755`	`},`
`756`	`756`	`{`
`@@ -770,7 +770,7 @@`
`770`	`770`	`},`
`771`	`771`	`"outputs": [],`
`772`	`772`	`"source": [`
`773`		`- "!gsutil cp -r model_artifacts $BUCKET_URI"`
	`773`	`+ "!gcloud storage cp --recursive model_artifacts $BUCKET_URI"`
`774`	`774`	`]`
`775`	`775`	`},`
`776`	`776`	`{`
`@@ -968,7 +968,7 @@`
`968`	`968`	`"# Delete Cloud Storage objects that were created\n",`
`969`	`969`	`"delete_bucket = False\n",`
`970`	`970`	`"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",`
`971`		`- " ! gsutil -m rm -r $BUCKET_URI"`
	`971`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`972`	`972`	`]`
`973`	`973`	`}`
`974`	`974`	`],`
Original file line number	Diff line number	Diff line change
`@@ -286,7 +286,7 @@`
`286`	`286`	`},`
`287`	`287`	`"outputs": [],`
`288`	`288`	`"source": [`
`289`		`- "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"`
	`289`	`+ "! gcloud storage buckets create --location={LOCATION} --project={PROJECT_ID} {BUCKET_URI}"`
`290`	`290`	`]`
`291`	`291`	`},`
`292`	`292`	`{`
`@@ -847,7 +847,7 @@`
`847`	`847`	`"delete_bucket = False # set True for deletion\n",`
`848`	`848`	`"\n",`
`849`	`849`	`"if delete_bucket:\n",`
`850`		`- " ! gsutil rm -r $BUCKET_URI"`
	`850`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`851`	`851`	`]`
`852`	`852`	`}`
`853`	`853`	`],`
Original file line number	Diff line number	Diff line change
`@@ -250,7 +250,7 @@`
`250`	`250`	`},`
`251`	`251`	`"outputs": [],`
`252`	`252`	`"source": [`
`253`		`- "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"`
	`253`	`+ "! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"`
`254`	`254`	`]`
`255`	`255`	`},`
`256`	`256`	`{`
`@@ -654,7 +654,7 @@`
`654`	`654`	`"outputs": [],`
`655`	`655`	`"source": [`
`656`	`656`	`"# Download the images\n",`
`657`		`- "! gsutil -m cp -r gs://cloud-samples-data/ai-platform-unified/cifar_test_images ."`
	`657`	`+ "! gcloud storage cp --recursive gs://cloud-samples-data/ai-platform-unified/cifar_test_images ."`
`658`	`658`	`]`
`659`	`659`	`},`
`660`	`660`	`{`
`@@ -804,7 +804,7 @@`
`804`	`804`	`"endpoint.delete()\n",`
`805`	`805`	`"\n",`
`806`	`806`	`"if delete_bucket:\n",`
`807`		`- " ! gsutil -m rm -r $BUCKET_URI"`
	`807`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`808`	`808`	`]`
`809`	`809`	`}`
`810`	`810`	`],`
Original file line number	Diff line number	Diff line change
`@@ -287,7 +287,7 @@`
`287`	`287`	`},`
`288`	`288`	`"outputs": [],`
`289`	`289`	`"source": [`
`290`		`- "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"`
	`290`	`+ "! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"`
`291`	`291`	`]`
`292`	`292`	`},`
`293`	`293`	`{`
`@@ -895,7 +895,7 @@`
`895`	`895`	`"# Delete Cloud Storage bucket\n",`
`896`	`896`	`"delete_bucket = False # Set True to delete your bucket\n",`
`897`	`897`	`"if delete_bucket:\n",`
`898`		`- " ! gsutil -m rm -r $BUCKET_URI"`
	`898`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`899`	`899`	`]`
`900`	`900`	`}`
`901`	`901`	`],`
Original file line number	Diff line number	Diff line change
`@@ -340,7 +340,7 @@`
`340`	`340`	`},`
`341`	`341`	`"outputs": [],`
`342`	`342`	`"source": [`
`343`		`- "! gsutil mb -l {REGION} {BUCKET_URI}"`
	`343`	`+ "! gcloud storage buckets create --location={REGION} {BUCKET_URI}"`
`344`	`344`	`]`
`345`	`345`	`},`
`346`	`346`	`{`
`@@ -479,7 +479,7 @@`
`479`	`479`	`"IMPORT_FILE = \"petfinder-tabular-classification-tabnet-with-header.csv\"\n",`
`480`	`480`	`"TRAINING_DATA_PATH = f\"{BUCKET_URI}/data/petfinder/train.csv\"\n",`
`481`	`481`	`"\n",`
`482`		`- "! gsutil cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}"`
	`482`	`+ "! gcloud storage cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}"`
`483`	`483`	`]`
`484`	`484`	`},`
`485`	`485`	`{`
`@@ -955,7 +955,7 @@`
`955`	`955`	`" print(e)\n",`
`956`	`956`	`"\n",`
`957`	`957`	`"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",`
`958`		`- " ! gsutil rm -r $BUCKET_URI"`
	`958`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`959`	`959`	`]`
`960`	`960`	`}`
`961`	`961`	`],`
Original file line number	Diff line number	Diff line change
`@@ -347,7 +347,7 @@`
`347`	`347`	`},`
`348`	`348`	`"outputs": [],`
`349`	`349`	`"source": [`
`350`		`- "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"`
	`350`	`+ "! gcloud storage buckets create --location $LOCATION --project $PROJECT_ID $BUCKET_URI"`
`351`	`351`	`]`
`352`	`352`	`},`
`353`	`353`	`{`
`@@ -899,7 +899,7 @@`
`899`	`899`	`"# delete cloud storage bucket\n",`
`900`	`900`	`"delete_bucket = False # set True for deletion\n",`
`901`	`901`	`"if delete_bucket:\n",`
`902`		`- " ! gsutil -m rm -r $BUCKET_URI"`
	`902`	`+ " ! gcloud storage rm --recursive $BUCKET_URI"`
`903`	`903`	`]`
`904`	`904`	`}`
`905`	`905`	`],`