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Fixes for CI/CD compatibility #446

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merged 7 commits into from
Oct 18, 2024
Merged

Fixes for CI/CD compatibility #446

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048f5ea
Avoid hardcoding rapids jar install
rishic3 Oct 15, 2024
1bb100e
Clarify README
rishic3 Oct 17, 2024
cb77128
Install jar if environment var is not set
rishic3 Oct 17, 2024
27ff390
Use unique timing cache path
rishic3 Oct 17, 2024
119a4cb
regression timing cache
rishic3 Oct 17, 2024
0a87ad9
Delete duplicate notebook
rishic3 Oct 18, 2024
da16be6
Use github source links for tensorflow examples
rishic3 Oct 18, 2024
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27 changes: 3 additions & 24 deletions examples/ML+DL-Examples/Spark-Rapids-ML/pca/notebooks/pca.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,8 @@
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import time"
"import time\n",
"import os"
]
},
{
Expand Down Expand Up @@ -52,28 +53,6 @@
"from pyspark.sql import SparkSession\n",
"from pyspark import SparkConf\n",
"\n",
"def get_rapids_jar():\n",
" import os\n",
" import requests\n",
"\n",
" SPARK_RAPIDS_VERSION = \"24.08.1\"\n",
" rapids_jar = f\"rapids-4-spark_2.12-{SPARK_RAPIDS_VERSION}.jar\"\n",
"\n",
" if not os.path.exists(rapids_jar):\n",
" print(\"Downloading spark rapids jar\")\n",
" url = f\"https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/{SPARK_RAPIDS_VERSION}/{rapids_jar}\"\n",
" response = requests.get(url)\n",
" if response.status_code == 200:\n",
" with open(rapids_jar, \"wb\") as f:\n",
" f.write(response.content)\n",
" print(f\"File '{rapids_jar}' downloaded and saved successfully.\")\n",
" else:\n",
" print(f\"Failed to download the file. Status code: {response.status_code}\")\n",
" else:\n",
" print(\"File already exists. Skipping download.\")\n",
" \n",
" return rapids_jar\n",
"\n",
"def initialize_spark(rapids_jar: str):\n",
" '''\n",
" If no active Spark session is found, initialize and configure a new one. \n",
Expand Down Expand Up @@ -119,7 +98,7 @@
"# Check if Spark session is already active, if not, initialize it\n",
"if 'spark' not in globals():\n",
" print(\"No active Spark session found, initializing manually.\")\n",
" rapids_jar = get_rapids_jar()\n",
" rapids_jar = os.environ['RAPIDS_JAR']\n",
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" spark = initialize_spark(rapids_jar)\n",
"else:\n",
" print(\"Using existing Spark session.\")"
Expand Down