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Merged
gericdong merged 12 commits into from
Dec 25, 2025
Merged

Migrate gsutil usage to gcloud storage #4329

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d38ac1c
Migrate gsutil usage to gcloud storage
googlyrahman Oct 17, 2025
d8571f8
Manual Changes
bhandarivijay-png Dec 12, 2025
8ca9b56
Manual Changes
bhandarivijay-png Dec 12, 2025
a1ed9c6
Linter fiex the issues for 4329
bhandarivijay-png Dec 17, 2025
a7ab350
Revert "Linter fiex the issues for 4329"
bhandarivijay-png Dec 17, 2025
25c3780
Revert "Manual Changes"
bhandarivijay-png Dec 22, 2025
682761f
Merge pull request #39 from bhandarivijay-png/ai-gsutil-migration-b2f…
gurusai-voleti Dec 22, 2025
41dad18
changes removed model garden
bhandarivijay-png Dec 22, 2025
f2decbe
Merge pull request #96 from bhandarivijay-png/ai-gsutil-migration-b2f…
gurusai-voleti Dec 23, 2025
a42f0a0
Update model_garden_gemma2_finetuning_on_vertex.ipynb
gurusai-voleti Dec 23, 2025
46e3549
Update model_garden_pytorch_llama3_3_finetuning.ipynb
gurusai-voleti Dec 23, 2025
1496941
Update model_garden_pytorch_llama3_3_finetuning.ipynb
gurusai-voleti Dec 23, 2025
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12 changes: 4 additions & 8 deletions notebooks/community/ml_ops/stage2/get_started_with_tabnet.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -467,8 +467,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
]
"! gcloud storage buckets create --location $REGION $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand All @@ -487,8 +486,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
]
"! gcloud storage ls --all-versions --long $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -711,8 +709,7 @@
"IMPORT_FILE = \"petfinder-tabular-classification-tabnet-with-header.csv\"\n",
"TRAINING_DATA_PATH = f\"{BUCKET_URI}/data/petfinder/train.csv\"\n",
"\n",
"! gsutil cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}"
]
"! gcloud storage cp gs://cloud-samples-data/ai-platform-unified/datasets/tabular/{IMPORT_FILE} {TRAINING_DATA_PATH}" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1422,8 +1419,7 @@
" print(e)\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -r $BUCKET_URI"
]
" ! gcloud storage rm --recursive $BUCKET_URI" ]
}
],
"metadata": {
Expand Down
34 changes: 14 additions & 20 deletions notebooks/community/ml_ops/stage3/get_started_with_hpt_pipeline_components.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -441,8 +441,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
]
"! gcloud storage buckets create $BUCKET_URI --location=$REGION" ]
},
{
"cell_type": "markdown",
Expand All @@ -461,8 +460,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
]
"! gcloud storage ls --all-versions --long $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -531,10 +529,12 @@
},
"outputs": [],
"source": [
"! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectCreator $BUCKET_URI\n",
"\n",
"! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectViewer $BUCKET_URI"
]
"# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.\n",
"! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectCreator\n", "\n",
# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.
# Note: Conditions: gsutil iam ch does not support modifying IAM policies that contain conditions. gcloud storage commands do support conditions.
# Note: File Argument Order: In gsutil iam set, the policy file comes before the URLs. In gcloud storage bucket set-iam-policy, the policy file comes after the URL.
"! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectViewer" ]
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@gemini-code-assist gemini-code-assist bot Oct 17, 2025

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critical

The automated migration introduced a syntax error in this notebook cell. The comments on lines 534-536 and the command on line 537 are not enclosed in quotes, which makes the JSON for this cell's source array invalid. This will cause the notebook to fail to load or execute. All lines within the source array must be valid strings.

        "# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.\n",
        "# Note: Conditions: gsutil iam ch does not support modifying IAM policies that contain conditions. gcloud storage commands do support conditions.\n",
        "# Note: File Argument Order: In gsutil iam set, the policy file comes before the URLs. In gcloud storage bucket set-iam-policy, the policy file comes after the URL.\n",
        "! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectViewer"

},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1006,8 +1006,7 @@
"! 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_horses_or_humans.tar.gz"
]
"! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_horses_or_humans.tar.gz" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1433,14 +1432,11 @@
" + \"/evaluation_metrics\"\n",
" )\n",
" if tf.io.gfile.exists(EXECUTE_OUTPUT):\n",
" ! gsutil cat $EXECUTE_OUTPUT\n",
" return 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",
" return 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",
" return EVAL_METRICS\n",
" ! gcloud storage cat $EVAL_METRICS\n", " return EVAL_METRICS\n",
"\n",
" return None\n",
"\n",
Expand All @@ -1454,8 +1450,7 @@
"print(\"getbesttrialop\")\n",
"artifacts = print_pipeline_output(pipeline, \"getbesttrialop\")\n",
"print(\"\\n\\n\")\n",
"output = !gsutil cat $artifacts\n",
"output = json.loads(output[0])\n",
"output = !gcloud storage cat $artifacts\n", "output = json.loads(output[0])\n",
"best_trial = json.loads(output[\"parameters\"][\"Output\"][\"stringValue\"])\n",
"model_id = best_trial[\"id\"]\n",
"print(\"BEST MODEL\", model_id)\n",
Expand Down Expand Up @@ -1529,8 +1524,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -r $BUCKET_URI"
]
" ! gcloud storage rm --recursive $BUCKET_URI" ]
}
],
"metadata": {
Expand Down
11 changes: 4 additions & 7 deletions notebooks/community/ml_ops/stage5/get_started_with_vertex_endpoint_and_shared_vm.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -449,8 +449,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
]
"! gcloud storage buckets create --location=$REGION $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand All @@ -469,8 +468,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
]
"! gcloud storage ls --all-versions --long $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1374,7 +1372,7 @@
},
"outputs": [],
"source": [
"! gsutil cp gs://cloud-ml-data/img/flower_photos/daisy/100080576_f52e8ee070_n.jpg test.jpg\n",
"! gcloud storage cp gs://cloud-ml-data/img/flower_photos/daisy/100080576_f52e8ee070_n.jpg test.jpg\n",
"\n",
"import base64\n",
"\n",
Expand Down Expand Up @@ -1574,8 +1572,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -r $BUCKET_URI\n",
"\n",
" ! gcloud storage rm --recursive $BUCKET_URI\n", "\n",
"!rm -f test.jpg"
]
}
Expand Down
12 changes: 4 additions & 8 deletions notebooks/community/ml_ops/stage6/get_started_with_custom_image_model_batch.ipynb
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -455,8 +455,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION $BUCKET_URI"
]
"! gcloud storage buckets create --location $REGION $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand All @@ -475,8 +474,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
]
"! gcloud storage ls --all-versions --long $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -927,8 +925,7 @@
" f.write(json.dumps(x.tolist()) + \"\\n\")\n",
"\n",
"# Upload to Cloud Storage bucket\n",
"! gsutil cp $BATCH_PREDICTION_INSTANCES_FILE $BATCH_PREDICTION_GCS_SOURCE\n",
"\n",
"! gcloud storage cp $BATCH_PREDICTION_INSTANCES_FILE $BATCH_PREDICTION_GCS_SOURCE\n", "\n",
"print(\"Uploaded instances to: \", BATCH_PREDICTION_GCS_SOURCE)"
]
},
Expand Down Expand Up @@ -1445,8 +1442,7 @@
" batch_prediction_job.delete()\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}" ]
}
],
"metadata": {
Expand Down
16 changes: 5 additions & 11 deletions notebooks/community/model_garden/model_garden_gemma2_finetuning_on_vertex.ipynb
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -193,11 +193,9 @@
"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",
" ! gsutil mb -l {REGION} {BUCKET_URI}\n",
"else:\n",
" ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n", "else:\n",
" assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
" shell_output = ! gsutil ls -Lb {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",
" bucket_region = shell_output[0].strip().lower()\n",
" shell_output = ! gcloud storage ls --full --buckets {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",
" \"Bucket region %s is different from notebook region %s\"\n",
Expand All @@ -221,8 +219,7 @@
"\n",
"\n",
"# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
"! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
"\n",
"! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.admin\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",
"! gcloud projects add-iam-policy-binding --no-user-output-enabled {PROJECT_ID} --member=serviceAccount:{SERVICE_ACCOUNT} --role=\"roles/aiplatform.user\"\n",
Expand Down Expand Up @@ -358,9 +355,7 @@
"if dataset_validation_util.is_gcs_path(pretrained_model_id):\n",
" # Download tokenizer.\n",
" ! mkdir tokenizer\n",
" ! gsutil cp {pretrained_model_id}/tokenizer.json ./tokenizer\n",
" ! gsutil cp {pretrained_model_id}/config.json ./tokenizer\n",
" tokenizer_path = \"./tokenizer\"\n",
" ! gcloud storage cp {pretrained_model_id}/tokenizer.json ./tokenizer\n", " ! gcloud storage cp {pretrained_model_id}/config.json ./tokenizer\n", " tokenizer_path = \"./tokenizer\"\n",
" access_token = \"\"\n",
"else:\n",
" tokenizer_path = pretrained_model_id\n",
Expand Down Expand Up @@ -1064,8 +1059,7 @@
"\n",
"delete_bucket = False # @param {type:\"boolean\"}\n",
"if delete_bucket:\n",
" ! gsutil -m rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
14 changes: 6 additions & 8 deletions notebooks/community/model_garden/model_garden_pytorch_detectron2.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -201,11 +201,10 @@
"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",
" ! gsutil mb -l {REGION} {BUCKET_URI}\n",
"else:\n",
" ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n", "else:\n",
" assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
" shell_output = ! gsutil ls -Lb {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",
" bucket_region = shell_output[0].strip().lower()\n",
"# Note: -L (Full Listing) Output: The format of the full listing output is different. gcloud storage uses a title case for keys and will not display a field if its value is \"None\".\n",
" shell_output = ! gcloud storage ls --full --buckets {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",
" \"Bucket region %s is different from notebook region %s\"\n",
Expand All @@ -229,8 +228,8 @@
"\n",
"\n",
"# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
"! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
"\n",
"# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.\n",
"! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.admin\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",
"! gcloud projects add-iam-policy-binding --no-user-output-enabled {PROJECT_ID} --member=serviceAccount:{SERVICE_ACCOUNT} --role=\"roles/aiplatform.user\"\n",
Expand Down Expand Up @@ -1215,8 +1214,7 @@
"\n",
"delete_bucket = False # @param {type:\"boolean\"}\n",
"if delete_bucket:\n",
" ! gsutil -m rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
18 changes: 7 additions & 11 deletions notebooks/community/model_garden/model_garden_pytorch_llama3_3_finetuning.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -185,11 +185,10 @@
"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",
" ! gsutil mb -l {REGION} {BUCKET_URI}\n",
"else:\n",
" ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n", "else:\n",
" assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
" shell_output = ! gsutil ls -Lb {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",
" bucket_region = shell_output[0].strip().lower()\n",
# Note: The format of the full listing output is different. gcloud storage uses a title case for keys and will not display a field if its value is "None".
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@gemini-code-assist gemini-code-assist bot Oct 17, 2025

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critical

The automated migration introduced a syntax error in this notebook cell. This comment is not enclosed in quotes, which makes the JSON for this cell's source array invalid. This will cause the notebook to fail to load or execute. All lines within the source array must be valid strings.

Suggested change
# Note: The format of the full listing output is different. gcloud storage uses a title case for keys and will not display a field if its value is "None".
"# Note: The format of the full listing output is different. gcloud storage uses a title case for keys and will not display a field if its value is \"None\".\n",

" shell_output = ! gcloud storage ls --full --buckets {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",
" \"Bucket region %s is different from notebook region %s\"\n",
Expand All @@ -213,8 +212,8 @@
"\n",
"\n",
"# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
"! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
"\n",
"# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.\n",
"! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=\"serviceAccount:{SERVICE_ACCOUNT}\" --role=\"roles/storage.admin\"\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",
"! gcloud projects add-iam-policy-binding --no-user-output-enabled {PROJECT_ID} --member=serviceAccount:{SERVICE_ACCOUNT} --role=\"roles/aiplatform.user\""
Expand Down Expand Up @@ -395,9 +394,7 @@
"if dataset_validation_util.is_gcs_path(pretrained_model_id):\n",
" # Download tokenizer.\n",
" ! mkdir tokenizer\n",
" ! gsutil cp {pretrained_model_id}/tokenizer.json ./tokenizer\n",
" ! gsutil cp {pretrained_model_id}/config.json ./tokenizer\n",
" tokenizer_path = \"./tokenizer\"\n",
" ! gcloud storage cp {pretrained_model_id}/tokenizer.json ./tokenizer\n", " ! gcloud storage cp {pretrained_model_id}/config.json ./tokenizer\n", " tokenizer_path = \"./tokenizer\"\n",
" access_token = \"\"\n",
"else:\n",
" tokenizer_path = pretrained_model_id\n",
Expand Down Expand Up @@ -1084,8 +1081,7 @@
"\n",
"delete_bucket = False # @param {type:\"boolean\"}\n",
"if delete_bucket:\n",
" ! gsutil -m rm -r $BUCKET_NAME"
]
" ! gcloud storage rm --recursive $BUCKET_NAME" ]
}
],
"metadata": {
Expand Down
13 changes: 4 additions & 9 deletions .../community/prediction/custom_prediction_routines/SDK_Custom_Predict_SDK_Integration.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -496,8 +496,7 @@
},
"outputs": [],
"source": [
"! gsutil mb -l $REGION -p $PROJECT_ID $BUCKET_URI"
]
"! gcloud storage buckets create --location=$REGION --project=$PROJECT_ID $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand All @@ -516,8 +515,7 @@
},
"outputs": [],
"source": [
"! gsutil ls -al $BUCKET_URI"
]
"! gcloud storage ls --all-versions --long $BUCKET_URI" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -687,9 +685,7 @@
"outputs": [],
"source": [
"%cd ..\n",
"!gsutil cp {LOCAL_MODEL_ARTIFACTS_DIR}/* {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/\n",
"!gsutil ls {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/"
]
"!gcloud storage cp {LOCAL_MODEL_ARTIFACTS_DIR}/* {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/\n", "!gcloud storage ls {BUCKET_URI}/{MODEL_ARTIFACT_DIR}/" ]
},
{
"cell_type": "markdown",
Expand Down Expand Up @@ -1792,8 +1788,7 @@
"delete_bucket = False\n",
"\n",
"if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
" ! gsutil rm -r $BUCKET_URI"
]
" ! gcloud storage rm --recursive $BUCKET_URI" ]
}
],
"metadata": {
Expand Down
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