Untitled3.java

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      "\u001b[1m\u001b[30m|   \u001b[1m\u001b[30mimport \u001b[0m\u001b[1m\u001b[30m\u001b[41morg.apache.spark.sql.SparkSession\u001b[0m\u001b[1m\u001b[30m;\u001b[0m",
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   "source": [
    "// Import required packages\n",
    "import org.apache.spark.sql.SparkSession;\n",
    "import org.apache.spark.sql.Dataset;\n",
    "import org.apache.spark.sql.Row;\n",
    "\n",
    "// Create SparkSession\n",
    "SparkSession spark = SparkSession.builder()\n",
    "                                 .appName(\"Bloggers Example\")\n",
    "                                 .config(\"spark.master\", \"local\")\n",
    "                                 .getOrCreate();\n",
    "\n",
    "// JSON file path\n",
    "String bloggersPath = \"C:\\\\\\\\javawork\\\\Hello\\\\data_1.json\";\n",
    "\n",
    "// Read JSON file into Dataset\n",
    "Dataset<Row> bloggersDF = spark.read().format(\"json\").option(\"path\", bloggersPath).load();\n",
    "\n",
    "// Show the content of the DataFrame\n",
    "bloggersDF.show();\n",
    "\n",
    "// Print the schema of the DataFrame\n",
    "bloggersDF.printSchema();\n",
    "\n",
    "// Select specific columns and show the result\n",
    "bloggersDF.select(\"first\", \"last\", \"url\").show();\n",
    "\n",
    "// Filter rows based on a condition and show the result\n",
    "bloggersDF.filter(bloggersDF.col(\"hits\").gt(100)).show();\n",
    "\n",
    "// Create a temporary view and run SQL queries\n",
    "bloggersDF.createOrReplaceTempView(\"bloggers\");\n",
    "Dataset<Row> resultDF = spark.sql(\"SELECT first, last, hits FROM bloggers WHERE hits > 100\");\n",
    "resultDF.show();\n"
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