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refactor: remove runtime reboot (#4026)

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* refactor: remove runtime reboot

* Remove spaces

* Use %pip instead

* Update model path

* Update BQ path

* Downgrade numpy for backfoward compability
This commit is contained in:
Eric Dong
2025-05-05 21:12:55 +00:00
committed by GitHub
parent 7488a5dc27
commit 0bfe70afcd
6 changed files with 12 additions and 252 deletions
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notebooks/official/custom/sdk-custom-image-classification-online.ipynb
+1 -41
View File
@@ -153,53 +153,13 @@
},
"outputs": [],
"source": [
"! pip3 install --upgrade --quiet google-cloud-aiplatform \\\n",
"%pip install --upgrade --quiet google-cloud-aiplatform \\\n",
" google-cloud \\\n",
" google-cloud-storage \\\n",
" pillow \\\n",
" numpy"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ff555b32bab8"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "f09b4dff629a"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "54c5ef8a8f43"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
notebooks/official/generative_ai/anthropic_claude_3_intro.ipynb
+1 -41
View File
@@ -137,47 +137,7 @@
},
"outputs": [],
"source": [
"! pip3 install -U -q httpx"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "b9f4c57a43f6"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "3b9119a60525"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "e767418763cd"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
"%pip install -U -q httpx"
]
},
{
notebooks/official/generative_ai/text_embedding_new_api.ipynb
+1 -42
View File
@@ -132,48 +132,7 @@
},
"outputs": [],
"source": [
"# Install Vertex AI SDK for Python\n",
"!pip3 install --quiet --upgrade google-cloud-aiplatform"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6e0c0cdffff3"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "dcc98768955f"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "7b49231643e4"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
"%pip install --quiet --upgrade google-cloud-aiplatform"
]
},
{
notebooks/official/model_monitoring/model_monitoring.ipynb
+5 -44
View File
@@ -181,51 +181,12 @@
"# Don't bother installing tensorflow or explainable_ai_sdk on Colab\n",
"\n",
"# Install required packages.\n",
"! pip3 install --upgrade --quiet \\\n",
"%pip install --upgrade --quiet \\\n",
" google-cloud-aiplatform[full] \\\n",
" google-cloud-bigquery \\\n",
" explainable_ai_sdk \\\n",
" tensorflow"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "restart"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "D-ZBOjErv5mM"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ee775571c2b5"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
" tensorflow \\\n",
" \"numpy<2.0\""
]
},
{
@@ -594,7 +555,7 @@
},
"outputs": [],
"source": [
"MODEL_PATH = \"gs://mco-mm/churn\"\n",
"MODEL_PATH = \"gs://cloud-samples-data/vertex-ai/model-deployment/models/churn\"\n",
"\n",
"params = {\"sampled_shapley_attribution\": {\"path_count\": 10}}\n",
"EXPLAIN_PARAMS = aiplatform.explain.ExplanationParameters(params)\n",
@@ -826,7 +787,7 @@
"MONITOR_INTERVAL = 1 # @param {type:\"number\"}\n",
"\n",
"# URI to training dataset.\n",
"DATASET_BQ_URI = \"bq://mco-mm.bqmlga4.train\" # @param {type:\"string\"}\n",
"DATASET_BQ_URI = \"bq://storage-samples.bqmlga4.train\" # @param {type:\"string\"}\n",
"# Prediction target column name in training dataset.\n",
"TARGET = \"churned\"\n",
"\n",
notebooks/official/pipelines/pipelines_intro_kfp.ipynb
+1 -41
View File
@@ -136,52 +136,12 @@
"outputs": [],
"source": [
"# Install the packages\n",
"! pip3 install --upgrade google-cloud-aiplatform \\\n",
"%pip install --upgrade google-cloud-aiplatform \\\n",
" google-cloud-storage \\\n",
" kfp \\\n",
" google-cloud-pipeline-components"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "blGlVGFYW9Pt"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "0JrvuK6LUYnQ"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ffcde4d56c00"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
notebooks/official/ray_on_vertex_ai/get_started_with_pytorch_rov.ipynb
+3 -43
View File
@@ -164,49 +164,9 @@
},
"outputs": [],
"source": [
"! pip3 install google-cloud-aiplatform[ray]==1.56.0 ray[data,train,tune,serve] google-cloud-bigquery-storage pyarrow gcsfs setuptools==69.5.1 \"numpy<2\" -q --no-warn-conflicts\n",
"! pip3 install torch==2.1.2 torchvision==0.16.2 torchmetrics==1.2.1 torchserve==0.9.0 torch-model-archiver==0.9.0 -q --no-warn-conflicts\n",
"! pip3 install google-auth==2.27.0 etils==1.5.2 -q --no-warn-conflicts"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "16220914acc5"
},
"source": [
"### Restart runtime (Colab only)\n",
"\n",
"To use the newly installed packages, you must restart the runtime on Google Colab."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "157953ab28f0"
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
"\n",
" import IPython\n",
"\n",
" app = IPython.Application.instance()\n",
" app.kernel.do_shutdown(True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "c87a2a5d7e35"
},
"source": [
"<div class=\"alert alert-block alert-warning\">\n",
"<b>⚠️ The kernel is going to restart. Wait until it's finished before continuing to the next step. ⚠️</b>\n",
"</div>\n"
"%pip install google-cloud-aiplatform[ray]==1.56.0 ray[data,train,tune,serve] google-cloud-bigquery-storage pyarrow gcsfs setuptools==69.5.1 \"numpy<2\" -q --no-warn-conflicts\n",
"%pip install torch==2.1.2 torchvision==0.16.2 torchmetrics==1.2.1 torchserve==0.9.0 torch-model-archiver==0.9.0 -q --no-warn-conflicts\n",
"%pip install google-auth==2.27.0 etils==1.5.2 -q --no-warn-conflicts"
]
},
{