From 4314f5192a887f390cc6666ffc10400071fc9126 Mon Sep 17 00:00:00 2001
From: bhandarivijay <bhandarivijay@google.com>
Date: Fri, 9 Jan 2026 09:15:54 +0000
Subject: [PATCH] Migrate gsutil usage to gcloud storage

---
 ...ing and prediction with scikit-learn.ipynb |  6 +++---
 .../storage/Storage command-line tool.ipynb   | 19 ++++++++++---------
 2 files changed, 13 insertions(+), 12 deletions(-)

diff --git a/notebooks/tutorials/cloud-ml-engine/Training and prediction with scikit-learn.ipynb b/notebooks/tutorials/cloud-ml-engine/Training and prediction with scikit-learn.ipynb
index 4db540c6ae1..d805d0cb1fe 100644
--- a/notebooks/tutorials/cloud-ml-engine/Training and prediction with scikit-learn.ipynb	
+++ b/notebooks/tutorials/cloud-ml-engine/Training and prediction with scikit-learn.ipynb	
@@ -76,7 +76,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil mb gs://$BUCKET_NAME/"
+    "!gcloud storage buckets create gs://$BUCKET_NAME"
    ]
   },
   {
@@ -377,7 +377,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil ls gs://$BUCKET_NAME/"
+    "!gcloud storage ls gs://$BUCKET_NAME/"
    ]
   },
   {
@@ -539,7 +539,7 @@
     "!gcloud ai-platform models delete $MODEL_NAME --quiet\n",
     "\n",
     "# Delete the bucket and contents\n",
-    "!gsutil rm -r gs://$BUCKET_NAME\n",
+    "!gcloud storage rm --recursive gs://$BUCKET_NAME\n",
     "\n",
     "# Delete the local files created by the tutorial\n",
     "!rm -rf census_training"
diff --git a/notebooks/tutorials/storage/Storage command-line tool.ipynb b/notebooks/tutorials/storage/Storage command-line tool.ipynb
index 21e62ae8236..eef0054c790 100644
--- a/notebooks/tutorials/storage/Storage command-line tool.ipynb	
+++ b/notebooks/tutorials/storage/Storage command-line tool.ipynb	
@@ -26,6 +26,7 @@
    },
    "outputs": [],
    "source": [
+    "# ERROR: A migration for this command is not implemented. Please refer to the migration guide.\n",
     "!gsutil help"
    ]
   },
@@ -67,7 +68,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil mb gs://{bucket_name}/"
+    "!gcloud storage buckets create gs://{bucket_name}/"
    ]
   },
   {
@@ -95,7 +96,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil ls -p $project_id"
+    "!gcloud storage ls --project $project_id"
    ]
   },
   {
@@ -128,7 +129,7 @@
    },
    "outputs": [],
    "source": [
-    "!gsutil ls -L -b gs://{bucket_name}/"
+    "!gcloud storage ls --full --buckets gs://{bucket_name}/"
    ]
   },
   {
@@ -163,7 +164,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil cp resources/us-states.txt gs://{bucket_name}/"
+    "!gcloud storage cp resources/us-states.txt gs://{bucket_name}/"
    ]
   },
   {
@@ -181,7 +182,7 @@
    },
    "outputs": [],
    "source": [
-    "!gsutil ls -r gs://{bucket_name}/**"
+    "!gcloud storage ls --recursive gs://{bucket_name}/**"
    ]
   },
   {
@@ -209,7 +210,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil ls -L  gs://{bucket_name}/us-states.txt"
+    "!gcloud storage ls --full gs://{bucket_name}/us-states.txt"
    ]
   },
   {
@@ -245,7 +246,7 @@
    },
    "outputs": [],
    "source": [
-    "!gsutil cp gs://{bucket_name}/us-states.txt resources/downloaded-us-states.txt"
+    "!gcloud storage cp gs://{bucket_name}/us-states.txt resources/downloaded-us-states.txt"
    ]
   },
   {
@@ -270,7 +271,7 @@
    },
    "outputs": [],
    "source": [
-    "!gsutil rm gs://{bucket_name}/us-states.txt"
+    "!gcloud storage rm gs://{bucket_name}/us-states.txt"
    ]
   },
   {
@@ -288,7 +289,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!gsutil rm -r gs://{bucket_name}/"
+    "!gcloud storage rm --recursive gs://{bucket_name}/"
    ]
   },
   {