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chore: Migrate gsutil usage to gcloud storage #20

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81795b4
chore: Migrate gsutil usage to gcloud storage
gurusai-voleti Dec 24, 2025
5d36a7a
chore: upgraded gsutil to gcloud commands
gurusai-voleti Dec 24, 2025
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6 changes: 3 additions & 3 deletions ...ptimisation/Tutorial - TensorFlow Model Optimisation for Serving - MNIST with Keras.ipynb
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Expand Up @@ -1249,7 +1249,7 @@
"source": [
"%%bash\n",
"\n",
"gsutil -m rm -r gs://${BUCKET}/tf-model-optimisation"
"gcloud storage rm --recursive gs://${BUCKET}/tf-model-optimisation"
]
},
{
Expand All @@ -1265,7 +1265,7 @@
"\n",
"echo ${saved_model_dir}\n",
"\n",
"gsutil -m cp -r ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation/original"
"gcloud storage cp --recursive ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation/original"
]
},
{
Expand All @@ -1281,7 +1281,7 @@
"\n",
"echo ${saved_model_dir}\n",
"\n",
"gsutil -m cp -r ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation"
"gcloud storage cp --recursive ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation"
]
},
{
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6 changes: 3 additions & 3 deletions ...ous/model_optimisation/Tutorial - TensorFlow Model Optimisation for Serving - MNIST.ipynb
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Expand Up @@ -1298,7 +1298,7 @@
"source": [
"%%bash\n",
"\n",
"gsutil -m rm -r gs://${BUCKET}/tf-model-optimisation"
"gcloud storage rm --recursive gs://${BUCKET}/tf-model-optimisation"
]
},
{
Expand All @@ -1314,7 +1314,7 @@
"\n",
"echo ${saved_model_dir}\n",
"\n",
"gsutil -m cp -r ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation/original"
"gcloud storage cp --recursive ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation/original"
]
},
{
Expand All @@ -1330,7 +1330,7 @@
"\n",
"echo ${saved_model_dir}\n",
"\n",
"gsutil -m cp -r ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation"
"gcloud storage cp --recursive ${saved_model_dir} gs://${BUCKET}/tf-model-optimisation"
]
},
{
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6 changes: 3 additions & 3 deletions 00_Miscellaneous/tf_train_eval_export/Tutorial - Optimising Learning Rate.ipynb
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Expand Up @@ -44,14 +44,14 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"DATA_DIR='data'\n",
"# !mkdir $DATA_DIR\n",
"# !gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"# !gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR\n",
"# !gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"# !gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR\n",
"TRAIN_DATA_FILE = os.path.join(DATA_DIR, 'adult.data.csv')\n",
"EVAL_DATA_FILE = os.path.join(DATA_DIR, 'adult.test.csv')"
]
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4 changes: 2 additions & 2 deletions 00_Miscellaneous/tf_train_eval_export/Tutorial - TensorFlow from Estimators to Keras.ipynb
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Expand Up @@ -68,8 +68,8 @@
"source": [
"DATA_DIR='data'\n",
"!mkdir $DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR\n",
"!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR\n",
"TRAIN_DATA_FILE = os.path.join(DATA_DIR, 'adult.data.csv')\n",
"EVAL_DATA_FILE = os.path.join(DATA_DIR, 'adult.test.csv')"
]
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4 changes: 1 addition & 3 deletions 00_Miscellaneous/tfx/02_tfx_end_to_end.ipynb
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Expand Up @@ -59,9 +59,7 @@
"outputs": [],
"source": [
"!mkdir $DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR"
]
"!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n", "!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR" ]
},
{
"cell_type": "code",
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6 changes: 3 additions & 3 deletions 00_Miscellaneous/tfx/tfx-pipelines/01-census-data-analysis.ipynb
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Expand Up @@ -39,7 +39,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"metadata": {},
"outputs": [
{
Expand All @@ -58,8 +58,8 @@
"source": [
"!mkdir $DATA_DIR\n",
"!mkdir $TRAIN_DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"!gsutil cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR"
"!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.data.csv $DATA_DIR\n",
"!gcloud storage cp gs://cloud-samples-data/ml-engine/census/data/adult.test.csv $DATA_DIR"
]
},
{
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14 changes: 7 additions & 7 deletions 07_Image_Analysis/02.0 - CNN with CIFAR-10 tfrecords dataset.ipynb
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Expand Up @@ -644,9 +644,9 @@
" print response['serviceAccount']\")\n",
"\n",
"echo \"Authorizing the Cloud ML Service account $SVC_ACCOUNT to access files in $BUCKET\"\n",
"gsutil -m defacl ch -u $SVC_ACCOUNT:R gs://$BUCKET\n",
"gsutil -m acl ch -u $SVC_ACCOUNT:R -r gs://$BUCKET # error message (if bucket is empty) can be ignored\n",
"gsutil -m acl ch -u $SVC_ACCOUNT:W gs://$BUCKET"
"gcloud storage buckets update gs://$BUCKET --add-default-object-acl-grant=entity=user-$SVC_ACCOUNT,role=READER\n",
"gcloud storage objects update gs://$BUCKET/** --add-acl-grant=entity=user-$SVC_ACCOUNT,role=READER # error message (if bucket is empty) can be ignored\n",
"gcloud storage buckets update gs://$BUCKET --add-acl-grant=entity=user-$SVC_ACCOUNT,role=WRITER"
]
},
{
Expand All @@ -665,8 +665,8 @@
"%%bash\n",
"\n",
"echo ${BUCKET}\n",
"gsutil -m rm -rf gs://${BUCKET}/cifar-10\n",
"gsutil -m cp cifar-10/*.tfrecords gs://${BUCKET}/cifar-10"
"gcloud storage rm --recursive --continue-on-error gs://${BUCKET}/cifar-10\n",
"gcloud storage cp cifar-10/*.tfrecords gs://${BUCKET}/cifar-10"
]
},
{
Expand All @@ -687,7 +687,7 @@
"JOBNAME=sm_$(date -u +%y%m%d_%H%M%S)\n",
"echo $OUTDIR $REGION $JOBNAME\n",
"\n",
"gsutil -m rm -rf $OUTDIR\n",
"gcloud storage rm --recursive --continue-on-error $OUTDIR\n",
"gcloud ml-engine jobs submit training $JOBNAME \\\n",
" --region=$REGION \\\n",
" --module-name=cnn-model-02.task \\\n",
Expand Down Expand Up @@ -715,7 +715,7 @@
"JOBNAME=sm_$(date -u +%y%m%d_%H%M%S)\n",
"echo $OUTDIR $REGION $JOBNAME\n",
"\n",
"gsutil -m rm -rf $OUTDIR\n",
"gcloud storage rm --recursive --continue-on-error $OUTDIR\n",
"gcloud ml-engine jobs submit training $JOBNAME \\\n",
" --region=$REGION \\\n",
" --module-name=cnn-model-02.task \\\n",
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4 changes: 2 additions & 2 deletions ...ysis/07 - Text Similarity Analysis with tf.transform - tf.hub - Dataflow - BigQuery.ipynb
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Expand Up @@ -84,13 +84,13 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# %%bash \n",
"\n",
"# gsutil cp gs://cloudml-textanalysis/data/reuters.tar.gz ./data\n",
"# gcloud storage cp gs://cloudml-textanalysis/data/reuters.tar.gz ./data\n",
"# gunzip -c data/reuters.tar.gz | tar xopf -"
]
},
Expand Down