Migrate gsutil usage to gcloud storage

notebooks/community/generative_ai/bq_dataframes_llm_code_generation.ipynb

@@ -761,7 +761,7 @@
         "\n",
         "BUCKET_ID = \"code-samples-\" + str(uuid.uuid1())\n",
         "\n",
-        "!gsutil mb gs://{BUCKET_ID}"
+        "!gcloud storage buckets create gs://{BUCKET_ID}"
       ]
     },
     {
@@ -874,7 +874,7 @@
       "outputs": [],
       "source": [
         "# # Delete the Google Cloud Storage bucket and files\n",
-        "# ! gsutil rm -r gs://{BUCKET_ID}\n",
+        "# ! gcloud storage rm --recursive gs://{BUCKET_ID}\n",
         "# print(f\"Deleted bucket '{BUCKET_ID}'.\")"
       ]
     }

notebooks/official/datasets/get_started_with_data_labeling.ipynb

@@ -381,7 +381,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION $BUCKET_URI"
+        "! gcloud storage buckets create --location=$REGION $BUCKET_URI"
       ]
     },
     {
@@ -584,7 +584,7 @@
         "print(IMPORT_FILE)\n",
         "\n",
         "# printing content of uploaded file\n",
-        "! gsutil cat $IMPORT_FILE"
+        "! gcloud storage cat $IMPORT_FILE"
       ]
     },
     {
@@ -707,7 +707,7 @@
       "outputs": [],
       "source": [
         "# create placeholder file for instructions for data labeling\n",
-        "! echo \"this is instruction\" >> instruction.txt | gsutil cp instruction.txt $BUCKET_URI"
+        "! echo \"this is instruction\" >> instruction.txt | gcloud storage cp instruction.txt $BUCKET_URI"
       ]
     },
     {
@@ -864,7 +864,7 @@
         "\n",
         "# Delete the bucket created\n",
         "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
-        "    ! gsutil rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],

notebooks/official/explainable_ai/sdk_automl_tabular_classification_online_explain.ipynb

@@ -291,7 +291,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
+        "! gcloud storage buckets create --location {LOCATION} --project {PROJECT_ID} {BUCKET_URI}"
       ]
     },
     {
@@ -372,13 +372,13 @@
       },
       "outputs": [],
       "source": [
-        "count = ! gsutil cat $IMPORT_FILE | wc -l\n",
+        "count = ! gcloud storage cat $IMPORT_FILE | wc -l\n",
         "print(\"Number of Examples\", int(count[0]))\n",
         "\n",
         "print(\"First 10 rows\")\n",
-        "! gsutil cat $IMPORT_FILE | head\n",
+        "! gcloud storage cat $IMPORT_FILE | head\n",
         "\n",
-        "heading = ! gsutil cat $IMPORT_FILE | head -n1\n",
+        "heading = ! gcloud storage cat $IMPORT_FILE | head -n1\n",
         "label_column = str(heading).split(\",\")[-1].split(\"'\")[0]\n",
         "print(\"Label Column Name\", label_column)\n",
         "if label_column is None:\n",
@@ -840,7 +840,7 @@
         "# Delete the Cloud Storage bucket\n",
         "delete_bucket = False  # set True for deletion\n",
         "if delete_bucket:\n",
-        "    ! gsutil rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],

notebooks/official/prediction/get_started_with_dedicated_endpoint.ipynb

@@ -217,7 +217,7 @@
       "source": [
         "# Create GCS Bucket\n",
         "BUCKET_URI = \"gs://your-bucket-name-unique\"  # @param {type:\"string\"}\n",
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
+        "! gcloud storage buckets create --location={LOCATION} --project={PROJECT_ID} {BUCKET_URI}"
       ]
     },
     {
@@ -309,7 +309,7 @@
         "IMAGE_URI = \"us-docker.pkg.dev/vertex-ai/prediction/tf2-cpu.2-12:latest\"\n",
         "\n",
         "# Copy Test Models to the Bucket\n",
-        "! gsutil -m cp -r \"gs://cloud-samples-data/vertex-ai/prediction/test-models-requests/tensorflow/*\" {ARTIFACT_URI}\n",
+        "! gcloud storage cp --recursive \"gs://cloud-samples-data/vertex-ai/prediction/test-models-requests/tensorflow/*\" {ARTIFACT_URI}\n",
         "\n",
         "model = aiplatform.Model.upload(\n",
         "    display_name=DISPLAY_NAME,\n",
@@ -786,7 +786,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil rm -r {BUCKET_URI}"
+        "! gcloud storage rm --recursive {BUCKET_URI}"
       ]
     },
     {

notebooks/official/tensorboard/tensorboard_custom_training_with_custom_container.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}"
       ]
     },
     {
@@ -720,9 +720,9 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectCreator $BUCKET_URI\n",
+        "! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectCreator\n",
         "\n",
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectViewer $BUCKET_URI"
+        "! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectViewer"
       ]
     },
     {
@@ -840,7 +840,7 @@
         "# Delete GCS bucket.\n",
         "delete_bucket = False\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],

notebooks/official/tensorboard/tensorboard_vertex_ai_pipelines_integration.ipynb

@@ -350,7 +350,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
+        "! gcloud storage buckets create --location={LOCATION} --project={PROJECT_ID} {BUCKET_URI}"
       ]
     },
     {
@@ -846,7 +846,7 @@
         "# Delete GCS 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}"
       ]
     }
   ],

notebooks/official/workbench/ads_targetting/training-multi-class-classification-model-for-ads-targeting-usecase.ipynb

@@ -282,7 +282,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
+        "! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"
       ]
     },
     {
@@ -840,7 +840,7 @@
         "\n",
         "delete_bucket = False\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
+        "    ! gcloud storage rm --recursive $BUCKET_URI"
       ]
     }
   ],