diff --git a/01.getting-started/01.train-within-notebook/01.train-within-notebook.ipynb b/01.getting-started/01.train-within-notebook/01.train-within-notebook.ipynb index 04d20811..c74ddc06 100644 --- a/01.getting-started/01.train-within-notebook/01.train-within-notebook.ipynb +++ b/01.getting-started/01.train-within-notebook/01.train-within-notebook.ipynb @@ -458,7 +458,7 @@ "outputs": [], "source": [ "from azureml.core.model import Model\n", - "models = Model.list(name='best_model')\n", + "models = Model.list(workspace=ws, name='best_model')\n", "for m in models:\n", " print(m.name, m.version)" ] @@ -527,6 +527,7 @@ "\n", "myenv = CondaDependencies()\n", "myenv.add_conda_package(\"scikit-learn\")\n", + "myenv.add_pip_package(\"pynacl==1.2.1\")\n", "print(myenv.serialize_to_string())\n", "\n", "with open(\"myenv.yml\",\"w\") as f:\n", diff --git a/01.getting-started/10.register-model-create-image-deploy-service/10.register-model-create-image-deploy-service.ipynb b/01.getting-started/10.register-model-create-image-deploy-service/10.register-model-create-image-deploy-service.ipynb index 458fc4bb..97291db8 100644 --- a/01.getting-started/10.register-model-create-image-deploy-service/10.register-model-create-image-deploy-service.ipynb +++ b/01.getting-started/10.register-model-create-image-deploy-service/10.register-model-create-image-deploy-service.ipynb @@ -129,7 +129,7 @@ }, "outputs": [], "source": [ - "regression_models = Model.list(tags=['area'])\n", + "regression_models = Model.list(workspace=ws, tags=['area'])\n", "for m in regression_models:\n", " print(\"Name:\", m.name,\"\\tVersion:\", m.version, \"\\tDescription:\", m.description, m.tags)" ] @@ -206,6 +206,7 @@ "from azureml.core.conda_dependencies import CondaDependencies \n", "\n", "myenv = CondaDependencies.create(conda_packages=['numpy','scikit-learn'])\n", + "myenv.add_pip_package(\"pynacl==1.2.1\")\n", "\n", "with open(\"myenv.yml\",\"w\") as f:\n", " f.write(myenv.serialize_to_string())" diff --git a/tutorials/02.deploy-models.ipynb b/tutorials/02.deploy-models.ipynb index 2b15288b..8c42cdf4 100644 --- a/tutorials/02.deploy-models.ipynb +++ b/tutorials/02.deploy-models.ipynb @@ -39,7 +39,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "register model from file" + ] + }, "outputs": [], "source": [ "# If you did NOT complete the tutorial, you can instead run this cell \n", @@ -86,7 +90,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "check version" + ] + }, "outputs": [], "source": [ "%matplotlib inline\n", @@ -113,7 +121,12 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "load workspace", + "download model" + ] + }, "outputs": [], "source": [ "from azureml.core import Workspace\n", @@ -298,13 +311,18 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "set conda dependencies" + ] + }, "outputs": [], "source": [ "from azureml.core.conda_dependencies import CondaDependencies \n", "\n", "myenv = CondaDependencies()\n", "myenv.add_conda_package(\"scikit-learn\")\n", + "myenv.add_pip_package(\"pynacl==1.2.1\")\n", "\n", "with open(\"myenv.yml\",\"w\") as f:\n", " f.write(myenv.serialize_to_string())" @@ -339,7 +357,12 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "configure web service", + "aci" + ] + }, "outputs": [], "source": [ "from azureml.core.webservice import AciWebservice\n", @@ -372,7 +395,14 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "configure image", + "create image", + "deploy web service", + "aci" + ] + }, "outputs": [], "source": [ "%%time\n", @@ -403,7 +433,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "get scoring uri" + ] + }, "outputs": [], "source": [ "print(service.scoring_uri)" @@ -430,7 +464,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "score web service" + ] + }, "outputs": [], "source": [ "import json\n", @@ -475,7 +513,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "score web service" + ] + }, "outputs": [], "source": [ "import requests\n", @@ -511,7 +553,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [ + "delete web service" + ] + }, "outputs": [], "source": [ "service.delete()"