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JSON/XML Types in Oracle

Posted on 18-Mar-202518-Mar-2025 By Admin No Comments on JSON/XML Types in Oracle

Handling JSON and XML Data in Oracle Oracle provides built-in support for JSON and XML data storage, querying, and manipulation. Below are methods to handle both data types efficiently. 1. Handling JSON Data in Oracle A. Storing JSON Data Example: Creating a Table with JSON Column B. Inserting JSON Data C. Querying JSON Data 1….

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Oracle

CPU Core related projections

Posted on 12-Mar-202512-Mar-2025 By Admin No Comments on CPU Core related projections

Rule of Thumb for Estimating Concurrent DB Connections on a 24-Core Machine (Single Thread Each) The number of concurrent database connections a 24-core machine can handle depends on various factors, including: Hypothetical Calculation Based on CPU A single-threaded, single-core system can typically handle 2-10 concurrent active queries (depending on execution time and parallelism). For a…

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AWS, Azure, Linux/Unix, Oracle

Exadata Basics

Posted on 10-Dec-202410-Dec-2024 By Admin No Comments on Exadata Basics

In an Oracle Exadata environment, cell node storage disks are presented to compute nodes as ASM disks, and this mapping occurs through the Oracle ASM (Automatic Storage Management) and Exadata Storage Server software (CellCLI). Here’s a detailed explanation of how the cell node storage disks are mapped to the compute nodes: 1. Cell Node Storage:…

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Oracle

Reading config file from other folder inside class

Posted on 24-Sep-2024 By Admin No Comments on Reading config file from other folder inside class

Directory Structure: root-folder/ config-folder/ json-file.config class-folder/ classfile.py tests/ pytest-file1.py json-file.config: { “setting1”: “value1”, “setting2”: “value2” } Now, Here I need to access json-file.config in my class file. I do not want to use dbutil, how can i access it and read it from json-file.config in my class file?? classfile.py import os import json class myclass:…

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Python/PySpark

Python class import from different folders

Posted on 22-Sep-202422-Sep-2024 By Admin No Comments on Python class import from different folders

I have following directory structure.  root-folder – config-folder  json-file.config – class-folder  classfile.py – tests pytest-file1.py Now, I need to use a class named myclass from classfile.py in my test/pytestfile1.py. How can I import that class in my pytest file?? To import the myclass from classfile.py into your pytest-file1.py, you can use a relative import assuming…

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Python/PySpark

Transfer SQL Profiles from One database to other database.

Posted on 05-Sep-202403-Sep-2026 By Admin No Comments on Transfer SQL Profiles from One database to other database.

In this guide, I’ll walk you through moving SQL profiles using a staging table. SQL profiles help databases optimize query execution plans. Step#1 Create the Staging Table First, create a staging table to hold SQL profiles that need to be transferred. SQL> exec DBMS_SQLTUNE.CREATE_STGTAB_SQLPROF(table_name => ‘SQL_STG_TAB’, schema_name => ‘SYS’); This will create a table SQL_STG_TAB…

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Oracle, shell, SQL scripts

Load testing on Oracle 19C RAC with HammerDB

Posted on 18-Jan-202418-Jan-2024 By Admin No Comments on Load testing on Oracle 19C RAC with HammerDB

When dealing with Oracle 19c Real Application Clusters (RAC), the process of capturing a workload from a source Oracle 19c RAC database and replaying it on a target Oracle 19c RAC database using HammerDB involves some additional considerations. Below are the revised steps: Capture and Replay Workload from Source to Target Oracle 19c RAC Download…

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Oracle

Add new columns in dataframe

Posted on 30-Sep-202301-Oct-2023 By Admin No Comments on Add new columns in dataframe

from pyspark.sql.functions import col, lit# File location and typefile_location = “/FileStore/tables/sales_data_part1.csv”file_type = “csv”# CSV optionsinfer_schema = “false”first_row_is_header = “true”delimiter = “,”# The applied options are for CSV files. For other file types, these will # be ignored.df = spark.read.format(file_type) .option(“inferSchema”, infer_schema) .option(“header”, first_row_is_header) .option(“sep”, delimiter) .load(file_location)display(df)# Adding new column with and with default values. #…

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Python/PySpark

Getting started with notebook

Posted on 30-Sep-202330-Sep-2023 By Admin No Comments on Getting started with notebook

# Databricks notebook source   %sqlcreate database if not exists abcdb   %sqluse abcdb   %sqlcreate table student (id int , name string)   %sqlinsert into studentselect 1 as id, ‘user1’ as name   %sqlselect * from student   spark.sql(“create database if not exists xyzdb”)spark.sql(“use xyzdb”)   # Use three double quotes (“””) if SQL…

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Python/PySpark

Read CSV file using PySpark

Posted on 30-Sep-202330-Sep-2023 By Admin No Comments on Read CSV file using PySpark

from pyspark.sql.functions import col   # File location and type file_location = “/FileStore/tables/sales_data_part1.csv” file_type = “csv” # CSV options infer_schema = “false” first_row_is_header = “true” delimiter = “,” # The applied options are for CSV files. For other file types, these will be ignored. df = spark.read.format(file_type)   .option(“inferSchema”, infer_schema)   .option(“header”, first_row_is_header)   .option(“sep”,…

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Python/PySpark

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