Django – Introduction

Django is a web framework in python programming language.

Before one starts to learn it, pre-requisite or basics of python is nice to have alongside HTML, CSS, Java Script, JQuery etc. for creation of a decent enough web application.

Objective of the outcome of the application to be created must be set, and Proof of Concept of whether it can be feasible or not is to be analyzed first.

LOC, Credit card Interest rate calculation comparison based on the usage

Credit card Annual Interest rate Membership Due date differs, for ex: Cashback/Moneyback
Walmart Rewards Master card 25.99% No Annual Fees 6th Ex: Yes, maximum of 5$ can be redeemed in the bill paid using wmrmc in Walmart
Costco CIBC Master card 19.75% Costco membership $60, $120 6th Based on the spendings yearly cashback voucher is provided can be redeemed while purchasing in Costco

Lucid Works – Fusion – Search and Discovery – Powering the Ecommerce Web

In the Banking or Ecommerce domain or in genral a website having the search functionality used to power the website, there are several search engines which can be used to empower the functionality. One such product is Lucid works!

A few of the common standpoints in the requirements can be Keyword mapping to the search results, Ex: products, pages.

    • Ex: while searching for notebooks, the results must not have papers or calculators etc.
    • optimization of the search!

General info:

Each search term is different and may fetch different results

      • difference between traditional and semantic search
      • Statistical Phrase identifier
      • Semantic Knowledge Graph
      • the SE must understand what the user is trying to search, Machine learning, etc…

Reference info:

Lucidworks | Sessions-Lucidworks | Semantic Search

AWS Aurora Database migration and Best Practices

The information on the AWS Aurora and DataMigration info from Oracle is shared in the linked in vlog: LinkedIn | YouTube | Krishna Sarabu | Joseph DiCaro

There are several blogs supplied by AWS for self-migration and many vendors listed by AWS who can help in the migration of the database.

A few notes are mentioned below:

  • Scalability
  • Amazon DMS- Data Migration Service
  • AWS- Schema Conversion tool – Assessment report in csv – helps to create reports
  • Oracle to AWS Aurora database migration support.
  • DMS Trouble shooting blogs!

Best Practices:

  • Table spaces
  • Index Types: Hash, B-Tree, GIN, GiST, BRIN, SP-GiST, partial, expression
  • Data types: 64 base types
  • Dual Table – Do not mock dual table- use view if necessary
  • Nulls- PostgreSQL and Oracle use nulls differently
  • Sequences – in PostgreSQL- each session has its own cache
  • Exceptions
  • Design guidelines

Splunk Business Analyst – List of Roles and Responsibilities

Business Analyst – Splunk related project

  • Excellent troubleshooting and problem-solving skills to identify problems from a functional perspective, specifically when supporting end-user testing and training. Includes proficiency with such tools as Splunk, AppDynamics, etc.
  • Create reports, dashboards, and visualizations to understand business performance
  • Analyze process issues and bottlenecks and to make improvements
  • Communicate and validate requirements with relevant stakeholders
  • Develop and maintain reporting tools
  • Perform data discovery, analysis, and modeling
  • Collaborate with product manager on roadmap planning and prioritization

Jobs – Things to know – Questions to HR or Accountant -Full time Permanent vs Incorporated

  • Work time zone: Is it ET, PT or CT
  • Offshore calls , night meetings?
  • Location: Onsite, remote, hybrid?
    • Remote: work from the country or anywhere but same time zone?
    • Onsite: Location?
    • Hybrid : office 2 days a week?
  • Notice Period: Ex: 15 days or 1 month
  • Is the Role Full time Contract or a permanent role
  • If the role is a Contract/Incorporated, then how many hours per week in total? ex: 37.5 or 40
    • Cost to the Company per hour, hourly rate? ex: $50
    • Yearly workable hours =2000 hours?
    • Is there any Offshore team, do i need to send time in a specific time zone?
    • Can i Log extra effort if worked in other time zones too or can make my hours flexible.
  • If it’s a full-time permanent Role:
    • If it’s full time, what’s the salary?
    • How has the promotion and progression in the company in recent times?
    • Total number of vacation leaves provided, Christmas Holidays?
    • How many days of maternity/paternity leaves available?
    • Sick days leave
    • Salary in those maternity/paternity leaves?
    • Other Perks?
      • Yearly education allowance:
      • Yearly certification, examination fee re-imbursement
      • Seminar sessions included for FTE, but one may have to pay500$ at least if we are planning it personally.
    • External health Insurance?
      • Dental
      • Eye
      • Mental-Health
    • To your Accountant:
      • Fee to file per year:
      • How much taxes to pay if earned one hundred thousand as fulltime permanent vs incorporated
      • including benefits is kindly ask your accountant samples of any template to compare! – tis will be good to negotiate
        • For Example: and not fact: 75000$ per annum full time permanent roll is equivalent to 50$ per hour for a year of 2000 workable hours?
        • considering the below items to be paid to the Gov or Insurance:
          • Income Tax:
          • GST:
          • Corporate Tax:
          • Accountant Fee:
          • External Insurance: (Self – can we continue use of the insurance on paid leave?)- upgradable?
          • Dental –
          • Eye
          • Physiotherapist:
          • Provident fund
          • Employee insurance
          • Employee insurance company
          • Incorporation registration: provincial/federal
          • Sick leave: in days convert to salary, can be used incorporation mode if the user takes a day off!
      • Invisible facts for incorporated jobs:
        • mental pressure on finding job once the current contract ends in let’s say 3-6 months – Cannot be equated to money!
        • Satisfaction that on numbers you are earning more than a full time, until u know the facts after paying year1,2 taxes!
        • Salary slabs on taxes:
          • 0-$25000
          • $25000-50000
          • $50000-75000
        • Always on the run to find new jobs
        • On a better note, the resume is tuned better as value ads are updated regularly based on the preparation for the interviews.

Splunk – Introduction to Reporting – Alerts – Dashboards

Splunk introduction – notes!

Splunk is considered Google like search engine for the logs. Correlation of data is one of the key features considered to use Splunk.

Flexible data pipeline – any type of data can be roped into the platform, extract, and format it and make it searchable

Quick search, time normalization and powerful query language makes it stand top across competitors

ADHOC Search- considered in general inefficient on comparison with other types of searches.
As u are trying to find the problem- may-may not find it after the search – if many people do at the same time, efficiency may be impacted. It is done to make a feel for the data, to pin down the issue we are looking for! the discovery of issues which are already known and few which the user sees for the first time as well.

Scheduled Search-you know the problem- search in time intervals and make it efficient. During this time, we must make sure- the impact on the system is high| real time Search- real time search as it happens – heavy impact on environment- do not perform any real time without approval.

Licensing model – earlier- charge on amount of data bringing in- usually- filter the data – so correlating gets impacted-

Workload pricing model- computation charges- based on the compute on platform the charge is made and not for the data loaded-in. more computation, the licensing will be decided.

  1. Major features of Splunk enterprise.
  2. index – bucket of data -> as data enters its inspected and match to a source type and make it as a single event – timestamped and stored in the Splunk indexes so it can be searched. a particular level of access ex: network logs to a index, application logs to another index etc.
  3. index can be considered for the data retention ex: 30 days, 60 days
  4. by searching in the Splunk- diff source type can be searched
  5. Search – monitor- alert
  6. one can create alerts and monitor specific conditions
  7. allows you to collect reports in visualization and dashboard

Web Interface

  1. Apps – sit on top of Splunk instance, can also be called as workspace
  2. Roles- decide what the user can see, do or interact with
    1. Administrator: role is the powerful role in the list of roles; – install app- ingest data- create knowledge objects for all users
    2. Power User: create and share knowledge objects for users of an app and do real time searches. – this is in general people get to create alert and dashboards.
    3. User role – can see only their own knowledge objects and those shared with them.

Once logging in Splunk enterprise, it has 2 apps by default- and there are so many apps which can be picked from the Splunk base!

  1. Home app – manage other apps- gives quick space to – create custom dashboard as a default
    Admin can also add apps from home app
  2. Search & Reporting app: provides a default interphase for searching and analyzing the data and has 8 components
    1. Splunk bar-> edit->view messages->monitor the progress of search jobs
    2. App bar
    3. Search bar- used to run searches
    4. time range picker – events for specific time ex: 60 min, 1 day, 4 day – – do not perform long time search
    5. histogram – the events occurring in the specific period is not here.
    6. how to search panel
    7. Data Summary button
      1. host (IP address, domain name)
      2. source(path/filename)
      3. source type (classification of data)
  3. Table view-
  4. Search history- old search history can be searched with the filter option, can be re-run again across specific timeline on how many runs have been made.
  5. rolling over events- makes it highlighted- can add that to search
  6. failed password to the search – can remove the data from search by clicking on the highlight
  7. drop down for event actions.
  8. The vents can be extracted by clicking on the arrow in the recent. The data is in the key value pair, one point t
  9. The admin team will have to do the field extractions, only the key value pairs are extracted and made int he proper format. Field extractions to be done, manual extractions base done expressions limit the filtering on the later part of the search- so as a best practice do as must as search and filter in the base search as possible
  10. Key word search example “error” keyword is given to Splunk- it searches across all events for the keyword
  11. text from the pdf when updated may not format as expected. for format- properly – control | is used to format the results.
  12. Table commands- the field mentioned will allow you to see the results in the format of a table
  13. fields command- to remove fileds or order fields in a particular way
  14. top- finds the most common values of the given field and % distribution and count
  15. top is easy to make the visualization- in the results just cluck o visualization from the data searched.
  16. rare – opposite to top
  17. Stats – enables users to calculate the statistics
  18. Sum –
  19. As –
  20. Group by – count by
  21. eval – used to create an extra column with a default value or a formula evaluation of the values. ex: eval abdc=if(x<‘5000, 8000, abdc) 
  22. Time chart- takes results and formulate in the time selected in the time picker.
  23. span – can be used in time chart command to chunk the time intervals- for trends etc.
  24. Stats –
  25. Base search – the search before the pipe, mostly index, source, source type, host.
  26. transforming search – everything after the pipe | symbol written after the base search

Search Processing language

  1. wild card- * ex: fail* leads to search of failed or failure or fails – used after the string is more efficient than at front.
  2. AND NOT OR –
    1. ex: failed password is like failed AND password
    2. ex: failed OR password displays all combinations
    3. Order is NOT OR AND
    4. parenthesis is used to control the order of evaluation
    5. “Failed password ” in general used with quotes to search

Features and terms used on Splunk on day 2-day use!

  • Shared Search jobs
  • Export Results- raw- csv, xml, Json
  • Search mode- fast (no field discovery)
  • verbose- discovering all data as can
  • default mode- –
  • Timeline- visual rep of segments on the time- on clicking the timeline- we ca see the event generates on that time.

What is an event? – time index- based on time zone in user account bottom row has the selected fields, rolling

Other factors used can be noted below:

Add to Search

icon- to open in new browse window

Clicking on highlighted text can add or remove to search

event actions

field actions

Search Processing language

Wild cards – *

search terms are not case sensitive

AND OR NOT can be used for multiple familiar words like US or CA

Order Role evaluation

not or and (Preference)

\”

What are commands, functions, clauses, arguments in search terms?

how we want to search- a site’s foundation of search queries.

Commands -what we need to do with the searches results- create charts, computing statistics and formatting

Functions – explains how we want to compute and evaluate the result

Arguments – variables we need to apply for the functions

Clauses – how we want results (group or defined)

Below terms can be used in the search

Index

host

Source type

Stats

Count

visits

search Visits >1

There are certain admin consoles not all the users may have access to.

Splunk Specialist – List of Roles and Responsibilities

Splunk Specialist with good IT infrastructure skills, in multi-platform environments, ideally familiar with Linux. There are several innovative projects in Splunk, and various companies are looking for qualified administrators with Splunk experience and/or certification.

Main responsibilities:

  • Participated in all Splunk company initiatives, both internal projects and customer mandates.
  • Install and configure the necessary components to collect data from DB, log files, API, etc. to Splunk.
  • Install, configure, administer Splunk Enterprise on Windows and Linux.
  • Support Splunk updates.
  • Monitor and identify performance issues.
  • Perform data onboarding in Splunk: data collection, filtering, and transformation (source types, inputs, transforms, etc.);
  • Build use cases: advanced SPL, dashboards, reports, alerts, etc.
  • Always continue to develop product knowledge and act as a product expert.
  • Document best practices.

Qualifications required:

  • Integrating data from various sources (DB, log files, APIs, etc.) into Splunk (on prem or cloud);
  • Experience in CIM modeling in Splunk.
  • Experience in managing indexes and knowledge objects in Splunk.
  • Experience working with cloud offerings such as Azure or AWS.
  • Knowledge of basic security concepts.
  • Experience in access management (RBAC model) in Splunk.
  • Valuable experience in AIX, Linux (RedHat, CentOS) systems administration (permissions management, security (including TLS/SSL), debugging, etc.);
  • Exceptionally good experience in Splunk user support and training.
  • Good knowledge of system virtualization.
  • Good knowledge of server infrastructure.
  • Knowledge of storage, operating systems and networking.
  • Knowledge of Splunk Enterprise Security is an asset.