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Merged
gericdong merged 9 commits into from
Dec 24, 2025
Merged

Migrate gsutil usage to gcloud storage #4314

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7e165da
Migrate gsutil usage to gcloud storage
googlyrahman Oct 16, 2025
7e2db68
changes for 4314
gurusai-voleti Dec 12, 2025
8589909
Apply automated linter fixes
gurusai-voleti Dec 16, 2025
50db888
remove unused imports
gurusai-voleti Dec 16, 2025
427dcfc
Merge pull request #49 from gurusai-voleti/br_4314
googlyrahman Dec 17, 2025
bb31a00
removed model_garden changes
gurusai-voleti Dec 22, 2025
38e3c2c
Merge pull request #84 from gurusai-voleti/br_4314
gurusai-voleti Dec 22, 2025
cff974d
updates
gurusai-voleti Dec 22, 2025
69bf480
Merge pull request #85 from gurusai-voleti/br_4314
gurusai-voleti Dec 22, 2025
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3,110 changes: 1,487 additions & 1,623 deletions notebooks/community/migration/UJ15 legacy AutoML Vision Video Object Tracking.ipynb
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18 changes: 9 additions & 9 deletions notebooks/community/ml_ops/stage6/get_started_with_automl_image_model_batch.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -483,7 +483,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
"! gcloud storage buckets create --location $REGION $BUCKET_URI"
]
},
{
Expand All @@ -503,7 +503,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -612,11 +612,11 @@
"else:\n",
" FILE = IMPORT_FILE\n",
"\n",
"count = ! gsutil cat $FILE | wc -l\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"
]
},
{
Expand Down Expand Up @@ -869,7 +869,7 @@
},
"outputs": [],
"source": [
"test_items = !gsutil cat $IMPORT_FILE | head -n2\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",
Expand Down Expand Up @@ -903,8 +903,8 @@
"file_1 = test_item_1.split(\"/\")[-1]\n",
"file_2 = test_item_2.split(\"/\")[-1]\n",
"\n",
"! gsutil cp $test_item_1 $BUCKET_URI/$file_1\n",
"! gsutil cp $test_item_2 $BUCKET_URI/$file_2\n",
"! gcloud storage cp $test_item_1 $BUCKET_URI/$file_1\n",
"! gcloud storage cp $test_item_2 $BUCKET_URI/$file_2\n",
"\n",
"test_item_1 = BUCKET_URI + \"/\" + file_1\n",
"test_item_2 = BUCKET_URI + \"/\" + file_2"
Expand Down Expand Up @@ -948,7 +948,7 @@
" f.write(json.dumps(data) + \"\\n\")\n",
"\n",
"print(gcs_input_uri)\n",
"! gsutil cat $gcs_input_uri"
"! gcloud storage cat $gcs_input_uri"
]
},
{
Expand Down Expand Up @@ -1106,7 +1106,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -rf {BUCKET_URI}"
" ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"
]
}
],
Expand Down
12 changes: 6 additions & 6 deletions notebooks/community/ml_ops/stage6/get_started_with_automl_image_model_online.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -479,7 +479,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
"! gcloud storage buckets create --location=$REGION $BUCKET_URI"
]
},
{
Expand All @@ -499,7 +499,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -685,11 +685,11 @@
"else:\n",
" FILE = IMPORT_FILE\n",
"\n",
"count = ! gsutil cat $FILE | wc -l\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"
]
},
{
Expand Down Expand Up @@ -969,7 +969,7 @@
},
"outputs": [],
"source": [
"test_item = !gsutil cat $IMPORT_FILE | head -n1\n",
"test_item = !gcloud storage cat $IMPORT_FILE | head -n1\n",
"if len(str(test_item[0]).split(\",\")) == 3:\n",
" _, test_item, test_label = str(test_item[0]).split(\",\")\n",
"else:\n",
Expand Down Expand Up @@ -1122,7 +1122,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -rf {BUCKET_URI}"
" ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"
]
}
],
Expand Down
8 changes: 4 additions & 4 deletions notebooks/community/ml_ops/stage6/get_started_with_tf_serving_function.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -443,7 +443,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
"! gcloud storage buckets create --location=$REGION $BUCKET_URI"
]
},
{
Expand All @@ -463,7 +463,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
"! gcloud storage ls --all-versions --long $BUCKET_URI"
]
},
{
Expand Down Expand Up @@ -947,7 +947,7 @@
},
"outputs": [],
"source": [
"! gsutil cp gs://cloud-ml-data/img/flower_photos/daisy/100080576_f52e8ee070_n.jpg test.jpg"
"! gcloud storage cp gs://cloud-ml-data/img/flower_photos/daisy/100080576_f52e8ee070_n.jpg test.jpg"
]
},
{
Expand Down Expand Up @@ -1050,7 +1050,7 @@
" print(e)\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -rf {BUCKET_URI}"
" ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"
]
}
],
Expand Down
20 changes: 10 additions & 10 deletions notebooks/community/sdk/sdk_automl_tabular_binary_classification_online_export_cloud.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -472,7 +472,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME"
]
},
{
Expand All @@ -492,7 +492,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
"! gcloud storage ls --all-versions --long $BUCKET_NAME"
]
},
{
Expand Down Expand Up @@ -596,13 +596,13 @@
},
"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",
Expand Down Expand Up @@ -832,14 +832,14 @@
"source": [
"print(\"Model Package:\", model_package)\n",
"print(\"Contents:\")\n",
"! gsutil ls $model_package\n",
"! gcloud storage ls $model_package\n",
"\n",
"print(\"\\nTF Saved Model\")\n",
"path = model_package + \"/predict\"\n",
"files = ! gsutil ls $path\n",
"files = ! gcloud storage ls $path\n",
"saved_dir = files[1]\n",
"print(saved_dir)\n",
"! gsutil ls $saved_dir"
"! gcloud storage ls $saved_dir"
]
},
{
Expand All @@ -861,7 +861,7 @@
},
"outputs": [],
"source": [
"! gsutil cp -r $model_package ."
"! gcloud storage cp --recursive $model_package ."
]
},
{
Expand Down Expand Up @@ -1155,7 +1155,7 @@
" print(e)\n",
"\n",
" if \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
" ! gcloud storage rm --recursive $BUCKET_NAME"
]
}
],
Expand Down
12 changes: 6 additions & 6 deletions notebooks/community/sdk/sdk_automl_tabular_classification_online_explain.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -493,7 +493,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_NAME"
"! gcloud storage buckets create --location=$REGION $BUCKET_NAME"
]
},
{
Expand All @@ -513,7 +513,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_NAME"
"! gcloud storage ls --all-versions --long $BUCKET_NAME"
]
},
{
Expand Down Expand Up @@ -617,13 +617,13 @@
},
"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",
Expand Down Expand Up @@ -1161,7 +1161,7 @@
" print(e)\n",
"\n",
" if \"BUCKET_NAME\" in globals():\n",
" ! gsutil rm -r $BUCKET_NAME"
" ! gcloud storage rm --recursive $BUCKET_NAME"
]
}
],
Expand Down
6 changes: 3 additions & 3 deletions notebooks/official/migration/sdk-hyperparameter-tuning.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -270,7 +270,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l {LOCATION} {BUCKET_URI}"
"! gcloud storage buckets create --location={LOCATION} {BUCKET_URI}"
]
},
{
Expand Down Expand Up @@ -645,7 +645,7 @@
"! 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_boston.tar.gz"
"! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_boston.tar.gz"
]
},
{
Expand Down Expand Up @@ -1092,7 +1092,7 @@
"hpt_job.delete()\n",
"\n",
"# if delete_bucket:\n",
"# # ! gsutil rm -r $BUCKET_URI"
"# # ! gcloud storage rm --recursive $BUCKET_URI"
]
}
],
Expand Down
4 changes: 2 additions & 2 deletions notebooks/official/workbench/predictive_maintainance/predictive_maintenance_usecase.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -339,7 +339,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l {LOCATION} {BUCKET_URI}"
"! gcloud storage buckets create --location={LOCATION} {BUCKET_URI}"
]
},
{
Expand Down Expand Up @@ -1217,7 +1217,7 @@
"# Delete the Cloud Storage bucket\n",
"delete_bucket = False\n",
"if delete_bucket:\n",
" ! gsutil -m rm -r $BUCKET_URI\n",
" ! gcloud storage rm --recursive $BUCKET_URI\n",
"\n",
"!rm -rf model.bst"
]
Expand Down