Merge branch 'main' into uschwinn-dbreplaydebug

Author: uschwinn

data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-Snowflake/files/SparkSnowflake.ipynb

@@ -36,16 +36,6 @@
     "logging.basicConfig(format='%(levelname)s:%(message)s', level=logging.ERROR)\n",
     "\n",
     "import ads\n",
-    "from ads.dataset.factory import DatasetFactory\n",
-    "from ads.automl.provider import OracleAutoMLProvider\n",
-    "from ads.automl.driver import AutoML\n",
-    "from ads.evaluations.evaluator import ADSEvaluator\n",
-    "from ads.common.data import ADSData\n",
-    "from ads.explanations.explainer import ADSExplainer\n",
-    "from ads.explanations.mlx_global_explainer import MLXGlobalExplainer\n",
-    "from ads.explanations.mlx_local_explainer import MLXLocalExplainer\n",
-    "from ads.catalog.model import ModelCatalog\n",
-    "from ads.common.model_artifact import ModelArtifact\n",
     "```\n",
     "</details>\n",
     "<details>\n",
@@ -138,10 +128,10 @@
     "\n",
     "st = (spark.read\n",
     "  .format(\"snowflake\")\n",
-    "  .option(\"dbtable\", \"BALANCE_TRANSACTION\")\n",
-    "  .option(\"sfUrl\", \"livlfuk-kp12038.snowflakecomputing.com\")\n",
+    "  .option(\"dbtable\", \"tabLE\")\n",
+    "  .option(\"sfUrl\", \"XXXXXXX.snowflakecomputing.com\")\n",
     "  .option(\"sfUser\", \"TEST\")\n",
-    "  .option(\"sfPassword\", \"WelcomeBack123#1\")\n",
+    "  .option(\"sfPassword\", \"PASS\")\n",
     "  .option(\"sfDatabase\", \"TEST\")\n",
     "  .option(\"sfSchema\", \"TEST\")\n",
     "  .option(\"sfWarehouse\", \"COMPUTE_WH\")\n",

data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-postgresql/files/pyspark-oci-postgresql.ipynb

@@ -122,10 +122,10 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "df = (spark.read.format(\"jdbc\").option(\"url\", \"jdbc:postgresql://129.153.75.145:5432/amer\")\n",
+    "df = (spark.read.format(\"jdbc\").option(\"url\", \"jdbc:postgresql://129.153.75.145:5432/db\")\n",
     "    .option(\"dbtable\", \"public.samp_revenue_f\")\n",
-    "    .option(\"user\", \"bisample\")\n",
-    "    .option(\"password\", \"WelcomeBack123#\")\n",
+    "    .option(\"user\", \"username\")\n",
+    "    .option(\"password\", \"password\")\n",
     "    .option(\"driver\", \"org.postgresql.Driver\")\n",
     "    .option(\"ssl\", True)\n",
     "    .option(\"sslmode\", \"require\" )\n",
@@ -142,10 +142,10 @@
    "source": [
     "df = (\n",
     "    spark.read.format(\"jdbc\")\n",
-    "    .option(\"url\", \"jdbc:postgresql://129.153.65.145:5432/amer\")\n",
+    "    .option(\"url\", \"jdbc:postgresql://129.153.65.145:5432/db\")\n",
     "    .option(\"dbtable\", \"public.samp_revenue_f\")\n",
-    "    .option(\"user\", \"bisamplex\")\n",
-    "    .option(\"password\", \"WelcomeBack123#\")\n",
+    "    .option(\"user\", \"username\")\n",
+    "    .option(\"password\", \"password\")\n",
     "    .option(\"driver\", \"org.postgresql.Driver\")\n",
     "    .option(\"ssl\", True)\n",
     "    .option(\"sslmode\", \"require\")\n",