removed changes for model garden

Author: bhandarivijay-png

notebooks/community/model_garden/model_garden_tfvision_image_object_detection.ipynb

@@ -202,19 +202,19 @@
         "# Download config files.\n",
         "CONFIG_DIR = os.path.join(BUCKET_URI, \"config\")\n",
         "! wget https://raw.githubusercontent.com/tensorflow/models/master/official/vision/configs/experiments/retinanet/coco_spinenet49_gpu_multiworker_mirrored.yaml\n",
-        "! gcloud storage cp coco_spinenet49_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
+        "! gsutil cp coco_spinenet49_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
         "\n",
         "! wget https://raw.githubusercontent.com/tensorflow/models/master/official/vision/configs/experiments/retinanet/coco_spinenet96_gpu_multiworker_mirrored.yaml\n",
-        "! gcloud storage cp coco_spinenet96_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
+        "! gsutil cp coco_spinenet96_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
         "\n",
         "! wget https://raw.githubusercontent.com/tensorflow/models/master/official/vision/configs/experiments/retinanet/coco_spinenet143_gpu_multiworker_mirrored.yaml\n",
-        "! gcloud storage cp coco_spinenet143_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
+        "! gsutil cp coco_spinenet143_gpu_multiworker_mirrored.yaml $CONFIG_DIR/\n",
         "\n",
         "! wget https://raw.githubusercontent.com/tensorflow/models/master/official/projects/yolo/configs/experiments/yolov4/detection/scaled_yolov4_1280_gpu.yaml\n",
-        "! gcloud storage cp scaled_yolov4_1280_gpu.yaml $CONFIG_DIR/\n",
+        "! gsutil cp scaled_yolov4_1280_gpu.yaml $CONFIG_DIR/\n",
         "\n",
         "! wget https://raw.githubusercontent.com/tensorflow/models/master/official/projects/yolo/configs/experiments/yolov7/detection/yolov7_gpu.yaml\n",
-        "! gcloud storage cp yolov7_gpu.yaml $CONFIG_DIR/"
+        "! gsutil cp yolov7_gpu.yaml $CONFIG_DIR/"
       ]
     },
     {
@@ -499,7 +499,7 @@
         "                checkpoint_path = os.path.relpath(checkpoint_path, checkpoint_name)\n",
         "                break\n",
         "\n",
-        "    ! gcloud storage cp --recursive $checkpoint_name $CHECKPOINT_BUCKET/\n",
+        "    ! gsutil cp -r $checkpoint_name $CHECKPOINT_BUCKET/\n",
         "    checkpoint_uri = os.path.join(CHECKPOINT_BUCKET, checkpoint_name, checkpoint_path)\n",
         "    print(\"Checkpoint uploaded to\", checkpoint_uri)\n",
         "    return checkpoint_uri"
@@ -932,7 +932,9 @@
         "    serving_container_image_uri=PREDICTION_CONTAINER_URI,\n",
         "    serving_container_args=SERVING_CONTAINER_ARGS,\n",
         "    serving_container_environment_variables=serving_env,\n",
-        "    model_garden_source_model_name=(f\"publishers/google/models/{publisher_model_id}\",),\n",
+        "    model_garden_source_model_name=(\n",
+        "        f\"publishers/google/models/{publisher_model_id}\",\n",
+        "    ),\n",
         ")\n",
         "\n",
         "model.wait()\n",

notebooks/community/model_garden/model_garden_timesfm_deployment_on_vertex.ipynb

@@ -162,10 +162,10 @@
         "if BUCKET_URI is None or BUCKET_URI.strip() == \"\" or BUCKET_URI == \"gs://\":\n",
         "    BUCKET_URI = f\"gs://{PROJECT_ID}-tmp-{now}-{str(uuid.uuid4())[:4]}\"\n",
         "    BUCKET_NAME = \"/\".join(BUCKET_URI.split(\"/\")[:3])\n",
-        "    ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n",
+        "    ! gsutil mb -l {REGION} {BUCKET_URI}\n",
         "else:\n",
         "    assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
-        "    shell_output = ! gcloud storage ls --full --buckets {BUCKET_NAME} | grep \"Location Constraint:\" | sed \"s/Location Constraint://\"\n",
+        "    shell_output = ! gsutil ls -Lb {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",
@@ -190,7 +190,7 @@
         "\n",
         "\n",
         "# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
-        "! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.admin\n",
+        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
         "\n",
         "! gcloud config set project $PROJECT_ID\n",
         "! gcloud projects add-iam-policy-binding --no-user-output-enabled {PROJECT_ID} --member=serviceAccount:{SERVICE_ACCOUNT} --role=\"roles/storage.admin\"\n",
@@ -213,7 +213,7 @@
         "    MODEL_BUCKET,\n",
         ")\n",
         "\n",
-        "! gcloud storage cp --recursive $VERTEX_AI_MODEL_GARDEN_TIMESFM/$MODEL_VARIANT $MODEL_BUCKET\n",
+        "! gsutil -m cp -r -R $VERTEX_AI_MODEL_GARDEN_TIMESFM/$MODEL_VARIANT $MODEL_BUCKET\n",
         "\n",
         "model_path_prefix = MODEL_BUCKET"
       ]
@@ -908,7 +908,7 @@
         "\n",
         "delete_bucket = False  # @param {type:\"boolean\"}\n",
         "if delete_bucket:\n",
-        "    ! gcloud storage rm --recursive $BUCKET_NAME"
+        "    ! gsutil -m rm -r $BUCKET_NAME"
       ]
     },
     {