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Merged
gericdong merged 8 commits into from
Dec 25, 2025
Merged

Migrate gsutil usage to gcloud storage #4323

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c4d9e75
Migrate gsutil usage to gcloud storage
googlyrahman Oct 16, 2025
92cd507
Manual Changes-Migrate gsutil usage to gcloud storage
bhandarivijay-png Dec 11, 2025
e46e258
Manual Changes
bhandarivijay-png Dec 12, 2025
6118bc4
Fix linter issue for 4323
bhandarivijay-png Dec 17, 2025
4ae892f
Merge pull request #36 from bhandarivijay-png/ai-gsutil-migration-dbe…
gurusai-voleti Dec 22, 2025
c8bb028
removed changes for model garden
bhandarivijay-png Dec 22, 2025
8d83108
Merge pull request #94 from bhandarivijay-png/ai-gsutil-migration-dbe…
gurusai-voleti Dec 23, 2025
fe15844
Update model_garden_axolotl_gpt_oss_finetuning.ipynb
gurusai-voleti Dec 23, 2025
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22 changes: 11 additions & 11 deletions notebooks/community/ml_ops/stage3/get_started_vertex_pipelines_sklearn_with_prediction.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -488,7 +488,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
"! gcloud storage buckets create --location $REGION $BUCKET_URI"
]
},
{
Expand All @@ -508,7 +508,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -579,9 +579,9 @@
},
"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"
]
},
{
Expand Down Expand Up @@ -990,7 +990,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_URI/trainer_newsaggr.tar.gz"
"! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_newsaggr.tar.gz"
]
},
{
Expand Down Expand Up @@ -1206,13 +1206,13 @@
" + \"/evaluation_metrics\"\n",
" )\n",
" if tf.io.gfile.exists(EXECUTE_OUTPUT):\n",
" ! gsutil cat $EXECUTE_OUTPUT\n",
" ! gcloud storage cat $EXECUTE_OUTPUT\n",
" return EXECUTE_OUTPUT\n",
" elif tf.io.gfile.exists(GCP_RESOURCES):\n",
" ! gsutil cat $GCP_RESOURCES\n",
" ! gcloud storage cat $GCP_RESOURCES\n",
" return GCP_RESOURCES\n",
" elif tf.io.gfile.exists(EVAL_METRICS):\n",
" ! gsutil cat $EVAL_METRICS\n",
" ! gcloud storage cat $EVAL_METRICS\n",
" return EVAL_METRICS\n",
"\n",
" return None\n",
Expand All @@ -1221,14 +1221,14 @@
"print(\"custompythonpackagetrainingjob-run\")\n",
"artifacts = print_pipeline_output(pipeline, \"custompythonpackagetrainingjob-run\")\n",
"print(\"\\n\\n\")\n",
"output = !gsutil cat $artifacts\n",
"output = !gcloud storage cat $artifacts\n",
"output = json.loads(output[0])\n",
"model_id = output[\"artifacts\"][\"model\"][\"artifacts\"][0][\"metadata\"][\"resourceName\"]\n",
"print(\"\\n\\n\")\n",
"print(\"endpoint-create\")\n",
"artifacts = print_pipeline_output(pipeline, \"endpoint-create\")\n",
"print(\"\\n\\n\")\n",
"output = !gsutil cat $artifacts\n",
"output = !gcloud storage cat $artifacts\n",
"output = json.loads(output[0])\n",
"endpoint_id = output[\"artifacts\"][\"endpoint\"][\"artifacts\"][0][\"metadata\"][\n",
" \"resourceName\"\n",
Expand Down Expand Up @@ -1394,7 +1394,7 @@
"source": [
"delete_bucket = False\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -r $BUCKET_URI\n",
" ! gcloud storage rm --recursive $BUCKET_URI\n",
"\n",
"! rm -rf custom custom.tar.csv"
]
Expand Down
22 changes: 10 additions & 12 deletions notebooks/community/ml_ops/stage3/get_started_with_airflow_and_vertex_pipelines.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -456,7 +456,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
"! gcloud storage buckets create --location=$REGION $BUCKET_URI"
]
},
{
Expand All @@ -476,7 +476,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -546,9 +546,9 @@
},
"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"
]
},
{
Expand All @@ -569,7 +569,6 @@
"outputs": [],
"source": [
"from google.cloud import aiplatform\n",
"from kfp import dsl\n",
"from kfp.v2 import compiler\n",
"from kfp.v2.dsl import Artifact, Output, component"
]
Expand Down Expand Up @@ -910,7 +909,7 @@
},
"outputs": [],
"source": [
"!gsutil cp $COMPOSER_DAG_FILENAME $COMPOSER_DAG_GCS/"
"!gcloud storage cp $COMPOSER_DAG_FILENAME $COMPOSER_DAG_GCS/"
]
},
{
Expand All @@ -921,7 +920,7 @@
},
"outputs": [],
"source": [
"!gsutil ls -l $COMPOSER_DAG_GCS/$COMPOSER_DAG_FILENAME"
"!gcloud storage ls --long $COMPOSER_DAG_GCS/$COMPOSER_DAG_FILENAME"
]
},
{
Expand Down Expand Up @@ -1153,7 +1152,6 @@
"# You can change the `text` and `emoji_str` parameters here to update the pipeline output\n",
"def pipeline():\n",
" data_processing_task_dag_name = COMPOSER_DAG_NAME\n",
" data_processing_task = trigger_airflow_dag(\n",
" dag_name=data_processing_task_dag_name,\n",
" composer_client_id=COMPOSER_CLIENT_ID,\n",
" composer_webserver_id=COMPOSER_WEB_URI,\n",
Expand Down Expand Up @@ -1308,13 +1306,13 @@
" + \"/evaluation_metrics\"\n",
" )\n",
" if tf.io.gfile.exists(EXECUTE_OUTPUT):\n",
" ! gsutil cat $EXECUTE_OUTPUT\n",
" ! gcloud storage cat $EXECUTE_OUTPUT\n",
" return EXECUTE_OUTPUT\n",
" elif tf.io.gfile.exists(GCP_RESOURCES):\n",
" ! gsutil cat $GCP_RESOURCES\n",
" ! gcloud storage cat $GCP_RESOURCES\n",
" return GCP_RESOURCES\n",
" elif tf.io.gfile.exists(EVAL_METRICS):\n",
" ! gsutil cat $EVAL_METRICS\n",
" ! gcloud storage cat $EVAL_METRICS\n",
" return EVAL_METRICS\n",
"\n",
" return None\n",
Expand Down Expand Up @@ -1389,7 +1387,7 @@
"! bq rm -r -f $PROJECT_ID:$DATASET_NAME\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -rf {BUCKET_URI}\n",
" ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}\n",
" \n",
"! rm get_composer_config.py data_orchestration_bq_example_dag.py"
]
Expand Down
6 changes: 3 additions & 3 deletions notebooks/community/sdk/SDK_FBProphet_Forecasting_Online.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -348,7 +348,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l {REGION} {BUCKET_URI}"
"! gcloud storage buckets create --location={REGION} {BUCKET_URI}"
]
},
{
Expand Down Expand Up @@ -742,7 +742,7 @@
"outputs": [],
"source": [
"%cd app\n",
"!gsutil cp *.sav *.csv {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/\n",
"!gcloud storage cp *.sav *.csv {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/\n",
"%cd .."
]
},
Expand Down Expand Up @@ -1541,7 +1541,7 @@
"\n",
"# Delete the Cloud Storage bucket\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil -m rm -r $BUCKET_URI"
" ! gcloud storage rm --recursive $BUCKET_URI"
]
}
],
Expand Down
8 changes: 4 additions & 4 deletions notebooks/community/sdk/sdk_custom_tabular_regression_online.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -475,7 +475,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME"
]
},
{
Expand All @@ -495,7 +495,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
"! gcloud storage ls --all-versions --long $BUCKET_NAME"
]
},
{
Expand Down Expand Up @@ -921,7 +921,7 @@
"! 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"
]
},
{
Expand Down Expand Up @@ -1427,7 +1427,7 @@
" print(e)\n",
"\n",
" if \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
" ! gcloud storage rm --recursive $BUCKET_NAME"
]
}
],
Expand Down
8 changes: 4 additions & 4 deletions notebooks/community/sdk/sdk_pytorch_lightning_custom_container_training.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -505,7 +505,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"
"! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI"
]
},
{
Expand All @@ -525,7 +525,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -1521,10 +1521,10 @@
"\n",
"CONTENT_DIR = f\"{BUCKET_URI}/{content_name}*\"\n",
"# Delete Cloud Storage objects that were created\n",
"! gsutil -m rm -r $CONTENT_DIR\n",
"! gcloud storage rm --recursive $CONTENT_DIR\n",
"\n",
"if delete_bucket and \"BUCKET_URI\" in globals():\n",
" ! gsutil -m rm -r $BUCKET_URI"
" ! gcloud storage rm --recursive $BUCKET_URI"
]
}
],
Expand Down
8 changes: 4 additions & 4 deletions notebooks/official/migration/sdk-custom-scikit-learn-prebuilt-container.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -320,7 +320,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
"! gcloud storage buckets create --location {LOCATION} --project {PROJECT_ID} {BUCKET_URI}"
]
},
{
Expand Down Expand Up @@ -699,7 +699,7 @@
"! rm -f custom.tar custom.tar.gz\n",
"! tar cvf custom.tar custom\n",
"! gzip custom.tar\n",
"! gsutil cp custom.tar.gz $BUCKET_URI/trainer_census.tar.gz"
"! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_census.tar.gz"
]
},
{
Expand Down Expand Up @@ -965,7 +965,7 @@
" for i in INSTANCES:\n",
" f.write(json.dumps(i) + \"\\n\")\n",
"\n",
"! gsutil cat $gcs_input_uri"
"! gcloud storage cat $gcs_input_uri"
]
},
{
Expand Down Expand Up @@ -1378,7 +1378,7 @@
"# Delete the 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"
]
}
],
Expand Down
6 changes: 3 additions & 3 deletions notebooks/official/model_monitoring/get_started_with_model_monitoring_custom.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -364,7 +364,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
"! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -928,7 +928,7 @@
"with open(\"schema.yaml\", \"w\") as f:\n",
" f.write(yaml)\n",
"\n",
"! gsutil cp schema.yaml {BUCKET_URI}/schema.yaml"
"! gcloud storage cp schema.yaml {BUCKET_URI}/schema.yaml"
]
},
{
Expand Down Expand Up @@ -1406,7 +1406,7 @@
"# Delete the Cloud Storage bucket\n",
"delete_bucket = False # Set True for deletion\n",
"if delete_bucket:\n",
" ! gsutil rm -rf {BUCKET_URI}\n",
" ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}\n",
"\n",
"# Delete the locally generated files\n",
"! rm -f schema.yaml\n",
Expand Down
4 changes: 2 additions & 2 deletions notebooks/official/workbench/chicago_taxi_fare_prediction/chicago_taxi_fare_prediction.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -365,7 +365,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
"! gcloud storage buckets create --location=$LOCATION --project=$PROJECT_ID $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -1467,7 +1467,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket:\n",
" ! gsutil -m rm -r $BUCKET_URI"
" ! gcloud storage rm --recursive $BUCKET_URI"
]
}
],
Expand Down