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Merged
gericdong merged 23 commits into from
Dec 25, 2025
Merged

Migrate gsutil usage to gcloud storage #4339

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d84ae4f
Migrate gsutil usage to gcloud storage
googlyrahman Oct 17, 2025
5d897fd
Manual Changes
bhandarivijay-png Dec 5, 2025
71c777d
Manual Changes
bhandarivijay-png Dec 5, 2025
eed921b
Fix: Updated gcloud storage command without formatting
bhandarivijay-png Dec 5, 2025
fd8bb16
Manual Changes
bhandarivijay-png Dec 9, 2025
a7a7bda
Manual Changes
bhandarivijay-png Dec 9, 2025
3f68933
Revert "Manual Changes"
bhandarivijay-png Dec 9, 2025
3959c2b
Manual Changes
bhandarivijay-png Dec 9, 2025
5c2c3f9
Revert "Manual Changes"
bhandarivijay-png Dec 9, 2025
8bd0d77
Manual Changes
bhandarivijay-png Dec 9, 2025
501a589
Revert "Manual Changes"
bhandarivijay-png Dec 9, 2025
d44e3b1
Manual Changes
bhandarivijay-png Dec 9, 2025
46fb663
Manual changes
bhandarivijay-png Dec 9, 2025
ce16436
Changes for 4339
bhandarivijay-png Dec 15, 2025
e86ab07
Changes for 4339
bhandarivijay-png Dec 15, 2025
9e18216
Changes for 4339
bhandarivijay-png Dec 15, 2025
3908d9e
Fix: Applied linter formatting and resolved style issues
bhandarivijay-png Dec 16, 2025
54ac7e9
Merge pull request #16 from bhandarivijay-png/ai-gsutil-migration-c51…
gurusai-voleti Dec 22, 2025
45891a6
gcloud to gsutilchanges for 4339
bhandarivijay-png Dec 22, 2025
75be161
Merge pull request #80 from bhandarivijay-png/ai-gsutil-migration-c51…
gurusai-voleti Dec 22, 2025
8aba254
removed gsutil to gcloud migration
bhandarivijay-png Dec 22, 2025
b949266
Manual changes
bhandarivijay-png Dec 22, 2025
36d6835
Merge pull request #83 from bhandarivijay-png/ai-gsutil-migration-c51…
gurusai-voleti Dec 22, 2025
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12 changes: 4 additions & 8 deletions ...andits_movie_recommendation/step_by_step_sdk_tf_agents_bandits_movie_recommendation.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -472,8 +472,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location $REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -492,8 +491,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -565,8 +563,7 @@
"outputs": [],
"source": [
"# Copy the sample data into your DATA_PATH\n",
"! gsutil cp \"gs://cloud-samples-data/vertex-ai/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/u.data\" $DATA_PATH"
]
"! gcloud storage cp \"gs://cloud-samples-data/vertex-ai/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/u.data\" $DATA_PATH" ]
},
{
"cell_type": "code",
Expand Down Expand Up @@ -1784,8 +1781,7 @@
"! gcloud ai models delete $model.name --quiet\n",
"\n",
"# Delete Cloud Storage objects that were created\n",
"! gsutil -m rm -r $ARTIFACTS_DIR"
]
"! gcloud storage rm --recursive $ARTIFACTS_DIR" ]
}
],
"metadata": {
Expand Down
34 changes: 11 additions & 23 deletions notebooks/community/gapic/automl/showcase_automl_image_classification_batch.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -421,8 +421,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -441,8 +440,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -886,12 +884,10 @@
"else:\n",
" FILE = IMPORT_FILE\n",
"\n",
"count = ! gsutil cat $FILE | wc -l\n",
"print(\"Number of Examples\", int(count[0]))\n",
"count = ! gcloud storage cat $FILE | wc -l\n", "print(\"Number of Examples\", int(count[0]))\n",
"\n",
"print(\"First 10 rows\")\n",
"! gsutil cat $FILE | head"
]
"! gcloud storage cat $FILE | head" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1329,8 +1325,7 @@
},
"outputs": [],
"source": [
"test_items = !gsutil cat $IMPORT_FILE | head -n2\n",
"if len(str(test_items[0]).split(\",\")) == 3:\n",
"test_items = !gcloud storage cat $IMPORT_FILE | head -n2\n", "if len(str(test_items[0]).split(\",\")) == 3:\n",
" _, test_item_1, test_label_1 = str(test_items[0]).split(\",\")\n",
" _, test_item_2, test_label_2 = str(test_items[1]).split(\",\")\n",
"else:\n",
Expand Down Expand Up @@ -1363,9 +1358,7 @@
"file_1 = test_item_1.split(\"/\")[-1]\n",
"file_2 = test_item_2.split(\"/\")[-1]\n",
"\n",
"! gsutil cp $test_item_1 $BUCKET_NAME/$file_1\n",
"! gsutil cp $test_item_2 $BUCKET_NAME/$file_2\n",
"\n",
"! gcloud storage cp $test_item_1 $BUCKET_NAME/$file_1\n", "! gcloud storage cp $test_item_2 $BUCKET_NAME/$file_2\n", "\n",
"test_item_1 = BUCKET_NAME + \"/\" + file_1\n",
"test_item_2 = BUCKET_NAME + \"/\" + file_2"
]
Expand Down Expand Up @@ -1408,8 +1401,7 @@
" f.write(json.dumps(data) + \"\\n\")\n",
"\n",
"print(gcs_input_uri)\n",
"! gsutil cat $gcs_input_uri"
]
"! gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1693,8 +1685,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1711,10 +1702,8 @@
" raise Exception(\"Batch Job Failed\")\n",
" else:\n",
" folder = get_latest_predictions(predictions)\n",
" ! gsutil ls $folder/prediction*.jsonl\n",
"\n",
" ! gsutil cat $folder/prediction*.jsonl\n",
" break\n",
" ! gcloud storage ls $folder/prediction*.jsonl\n", "\n",
" ! gcloud storage cat $folder/prediction*.jsonl\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -1808,8 +1797,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
34 changes: 11 additions & 23 deletions notebooks/community/gapic/automl/showcase_automl_image_object_detection_batch.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -421,8 +421,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -441,8 +440,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -887,12 +885,10 @@
"else:\n",
" FILE = IMPORT_FILE\n",
"\n",
"count = ! gsutil cat $FILE | wc -l\n",
"print(\"Number of Examples\", int(count[0]))\n",
"count = ! gcloud storage cat $FILE | wc -l\n", "print(\"Number of Examples\", int(count[0]))\n",
"\n",
"print(\"First 10 rows\")\n",
"! gsutil cat $FILE | head"
]
"! gcloud storage cat $FILE | head" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1333,8 +1329,7 @@
},
"outputs": [],
"source": [
"test_items = !gsutil cat $IMPORT_FILE | head -n2\n",
"cols_1 = str(test_items[0]).split(\",\")\n",
"test_items = !gcloud storage cat $IMPORT_FILE | head -n2\n", "cols_1 = str(test_items[0]).split(\",\")\n",
"cols_2 = str(test_items[1]).split(\",\")\n",
"if len(cols_1) == 11:\n",
" test_item_1 = str(cols_1[1])\n",
Expand Down Expand Up @@ -1373,9 +1368,7 @@
"file_1 = test_item_1.split(\"/\")[-1]\n",
"file_2 = test_item_2.split(\"/\")[-1]\n",
"\n",
"! gsutil cp $test_item_1 $BUCKET_NAME/$file_1\n",
"! gsutil cp $test_item_2 $BUCKET_NAME/$file_2\n",
"\n",
"! gcloud storage cp $test_item_1 $BUCKET_NAME/$file_1\n", "! gcloud storage cp $test_item_2 $BUCKET_NAME/$file_2\n", "\n",
"test_item_1 = BUCKET_NAME + \"/\" + file_1\n",
"test_item_2 = BUCKET_NAME + \"/\" + file_2"
]
Expand Down Expand Up @@ -1418,8 +1411,7 @@
" f.write(json.dumps(data) + \"\\n\")\n",
"\n",
"print(gcs_input_uri)\n",
"! gsutil cat $gcs_input_uri"
]
"! gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1705,8 +1697,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1723,10 +1714,8 @@
" raise Exception(\"Batch Job Failed\")\n",
" else:\n",
" folder = get_latest_predictions(predictions)\n",
" ! gsutil ls $folder/prediction*.jsonl\n",
"\n",
" ! gsutil cat $folder/prediction*.jsonl\n",
" break\n",
" ! gcloud storage ls $folder/prediction*.jsonl\n", "\n",
" ! gcloud storage cat $folder/prediction*.jsonl\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -1820,8 +1809,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
12 changes: 4 additions & 8 deletions notebooks/community/gapic/automl/showcase_automl_tabular_classification_online_explain.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -735,14 +735,11 @@
},
"outputs": [],
"source": [
"count = ! gsutil cat $IMPORT_FILE | wc -l\n",
"print(\"Number of Examples\", int(count[0]))\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",
"\n",
"heading = ! gsutil cat $IMPORT_FILE | head -n1\n",
"label_column = str(heading).split(\",\")[-1].split(\"'\")[0]\n",
"! gcloud storage cat $IMPORT_FILE | head\n", "\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",
" raise Exception(\"label column missing\")"
Expand Down Expand Up @@ -1820,8 +1817,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
27 changes: 9 additions & 18 deletions notebooks/community/gapic/automl/showcase_automl_text_entity_extraction_batch.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -421,8 +421,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
]
"! gcloud storage buckets create --location $REGION $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand All @@ -441,8 +440,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
]
"! gcloud storage ls --all-versions --long $BUCKET_NAME" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -888,12 +886,10 @@
"else:\n",
" FILE = IMPORT_FILE\n",
"\n",
"count = ! gsutil cat $FILE | wc -l\n",
"print(\"Number of Examples\", int(count[0]))\n",
"count = ! gcloud storage cat $FILE | wc -l\n", "print(\"Number of Examples\", int(count[0]))\n",
"\n",
"print(\"First 10 rows\")\n",
"! gsutil cat $FILE | head"
]
"! gcloud storage cat $FILE | head" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1377,8 +1373,7 @@
" f.write(json.dumps(data) + \"\\n\")\n",
"\n",
"print(gcs_input_uri)\n",
"! gsutil cat $gcs_input_uri"
]
"! gcloud storage cat $gcs_input_uri" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1653,8 +1648,7 @@
"source": [
"def get_latest_predictions(gcs_out_dir):\n",
" \"\"\" Get the latest prediction subfolder using the timestamp in the subfolder name\"\"\"\n",
" folders = !gsutil ls $gcs_out_dir\n",
" latest = \"\"\n",
" folders = !gcloud storage ls $gcs_out_dir\n", " latest = \"\"\n",
" for folder in folders:\n",
" subfolder = folder.split(\"/\")[-2]\n",
" if subfolder.startswith(\"prediction-\"):\n",
Expand All @@ -1671,10 +1665,8 @@
" raise Exception(\"Batch Job Failed\")\n",
" else:\n",
" folder = get_latest_predictions(predictions)\n",
" ! gsutil ls $folder/prediction*.jsonl\n",
"\n",
" ! gsutil cat $folder/prediction*.jsonl\n",
" break\n",
" ! gcloud storage ls $folder/prediction*.jsonl\n", "\n",
" ! gcloud storage cat $folder/prediction*.jsonl\n", " break\n",
" time.sleep(60)"
]
},
Expand Down Expand Up @@ -1768,8 +1760,7 @@
" print(e)\n",
"\n",
"if delete_bucket and \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
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