fix: scikit-learn version

notebooks/official/pipelines/metrics_viz_run_compare_kfp.ipynb

@@ -568,7 +568,7 @@
       "outputs": [],
       "source": [
         "@component(\n",
-        "    packages_to_install=[\"scikit-learn\"],\n",
+        "    packages_to_install=[\"scikit-learn==1.2.2\"],\n",
         "    base_image=\"python:3.9\",\n",
         "    output_component_file=\"wine_classification_component.yaml\",\n",
         ")\n",
@@ -613,7 +613,7 @@
       },
       "outputs": [],
       "source": [
-        "@component(packages_to_install=[\"scikit-learn\"], base_image=\"python:3.9\")\n",
+        "@component(packages_to_install=[\"scikit-learn==1.2.2\"], base_image=\"python:3.9\")\n",
         "def iris_sgdclassifier(\n",
         "    test_samples_fraction: float,\n",
         "    metricsc: Output[ClassificationMetrics],\n",
@@ -660,7 +660,7 @@
       "outputs": [],
       "source": [
         "@component(\n",
-        "    packages_to_install=[\"scikit-learn\"],\n",
+        "    packages_to_install=[\"scikit-learn==1.2.2\"],\n",
         "    base_image=\"python:3.9\",\n",
         ")\n",
         "def iris_logregression(\n",
@@ -762,7 +762,7 @@
         "\n",
         "compiler.Compiler().compile(\n",
         "    pipeline_func=pipeline,\n",
-        "    package_path=\"tabular classification_pipeline.json\".replace(\" \", \"_\"),\n",
+        "    package_path=\"tabular_classification_pipeline.json\",\n",
         ")"
       ]
     },
@@ -789,8 +789,8 @@
         "\n",
         "job = aip.PipelineJob(\n",
         "    display_name=DISPLAY_NAME,\n",
-        "    template_path=\"tabular classification_pipeline.json\".replace(\" \", \"_\"),\n",
-        "    job_id=f\"tabular classification-v2{UUID}-1\".replace(\" \", \"\"),\n",
+        "    template_path=\"tabular_classification_pipeline.json\",\n",
+        "    job_id=f\"tabular-classification-v2{UUID}-1\",\n",
         "    pipeline_root=PIPELINE_ROOT,\n",
         "    parameter_values={\"seed\": 7, \"splits\": 10},\n",
         ")\n",
@@ -847,8 +847,8 @@
       "source": [
         "job = aip.PipelineJob(\n",
         "    display_name=\"iris_\" + UUID,\n",
-        "    template_path=\"tabular classification_pipeline.json\".replace(\" \", \"_\"),\n",
-        "    job_id=f\"tabular classification-pipeline-v2{UUID}-2\".replace(\" \", \"\"),\n",
+        "    template_path=\"tabular_classification_pipeline.json\",\n",
+        "    job_id=f\"tabular-classification-pipeline-v2{UUID}-2\",\n",
         "    pipeline_root=PIPELINE_ROOT,\n",
         "    parameter_values={\"seed\": 5, \"splits\": 7},\n",
         ")\n",
@@ -976,6 +976,8 @@
       },
       "outputs": [],
       "source": [
+        "import os\n",
+        "\n",
         "delete_bucket = False\n",
         "\n",
         "job.delete()\n",