Bigdata Simulation Library Of Dream By Sandman Books

Related tags

Data AnalysisSADMAN
Overview

BIGDATA SIMULATION LIBRARY OF DREAM BY SANDMAN BOOKS

=================

Solution Architecture

delta

Description


In the realm of Dreaming, its ruler SANDMAN, DREAM has a certain hobby; books. In his castle there is a Library in which they are kept, among other things, stories conceived by their authors but never written in our reality; Lucien, the person responsible for his organization, needs some help. Many people dream of published books, sales markets, stories that, in their reality, they would never imagine conceiving. And this voluminous data needs to be worked on. In order not to get lost in the information, Lucien receives all his dreams in a Non-Relational bank, MONGO. And he needs this to be organized in a relational way, that is, each author in his proper place. For that he pulled our dream and saw this Architecture where data arrives in MONGO undergo a transformation process in the STAGIN area and are populated in MYSQL. In its population, we split two final tables. One in its raw state, for complete queries, and another with metrics that informs the number of dreamers, their books and the total number of files. In this way, data is more organized, undergoing deduplication and consolidation processes.

Glossary of Data


Fields Type Description
_id long undescore ID
kind string type of book or text file
title string title of book
subtitle string subtitle of book
author array one or more authors who can dream of stories
publisher string publisher or not dreamed of by the author
publishedDate string year of published
edition string which edition does the book belong to
sample string sample of books
type string ISBN code
identifier string isbn identification number
pageCount integer number of pages
capCount integer number of chapters
wordCount integer number of words
categories string literary genre
original_price double original price
current_prefix string country currency prefix
current_sufix string country currency name
barcode string barcode
dreaming_date string the day you had the dream

image


delta

Start the Project


To run the project, you need to install the dependencies located in the "dependencies" folder and in the root of the project, run the shell_script "run_script.sh".

Sample of Payload MONGO


mongo

{
        "_id" : ObjectId("61b1fe6944dd42158674af31"),
        "kind" : "books#volume",
        "volumeInfo" : {
                "title" : "STORE VISIT",
                "Subtitle" : "GLASS IT HAIR MEMBER KEY ALMOST QUALITY. MARKET ALREADY AIR STILL ARTICLE. DECADE DECADE MEASURE PRESENT HUMAN MORNING. BIG BLOOD ECONOMIC FRONT SUCCESS AGO THEM. EVERY SON TROUBLE SIMPLE.",
                "author" : [
                        "PETER RODRIGUEZ",
                        "KELLY TORRES"
                ]
        },
        "publisher" : "FALL AWAY ABOUT INDEPENDENT",
        "publishedDate" : "1994",
        "edition" : "7º EDITION",
        "sample" : "...onto sport room audience. page dinner hundred. week statement should watch she even ball.\nour able tv break defense seek baby. employee last around music produce reach tv..",
        "industryIdentifiers" : [
                {
                        "type" : "ISBN_10",
                        "identifier" : "1-55027-208-X"
                },
                {
                        "type" : "ISBN_10",
                        "identifier" : "0-405-30324-6"
                }
        ],
        "pageCount" : 796,
        "wordCount" : 83331,
        "capCount" : 14,
        "categories" : [
                "NOVEL"
        ],
        "saleInfo" : {
                "original_price" : 78,
                "current_prefix" : "LAK",
                "current_sufix" : "Lao kip",
                "barcode" : "6747254889534"
        }
}

Sample of Payload in MYSQL


library

_id  |kind        |title                                                           |subtitle                                                                                                                                                                                                                                                       |author                                       |publisher                               |publishedDate|edition   |sample                                                                                                                                                                                                     |type   |identifier       |pageCount|wordCount|capCount|categories               |original_price|current_prefix|current_sufix              |barcode      |dreaming_date|
-----+------------+----------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------+----------------------------------------+-------------+----------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+-----------------+---------+---------+--------+-------------------------+--------------+--------------+---------------------------+-------------+-------------+
  670|csv#volume  |GOOD DETERMINE OF                                               |DON'T HAVE                                                                                                                                                                                                                                                     |KAREN ODOM                                   |DARK WAR INDEPENDENT                    |1982         |9º EDITION|...involve star apply later including truth. next while nor worry staff economic.¶condition region write college. return half offer. popular could direction above fish..                                  |ISBN_10|978-1-4340-7508-6|      479|    64333|      11|EPISTOLARY NOVEL         |          97.0|BHD           |Bahraini dinar             |3894426059691|     20211209|

resume

metric          |value|
----------------+-----+
Total of Dreamns|71395|
Total of Books  |59154|
Total of Data   |78000|
Owner
Maycon Cypriano
DATA ENGINEER | DATA SCIENCE | DATA PYTHON | DATA DRIVEN |
Maycon Cypriano
A variant of LinUCB bandit algorithm with local differential privacy guarantee

Contents LDP LinUCB Description Model Architecture Dataset Environment Requirements Script Description Script and Sample Code Script Parameters Launch

Weiran Huang 4 Oct 25, 2022
a tool that compiles a csv of all h1 program stats

h1stats - h1 Program Stats Scraper This python3 script will call out to HackerOne's graphql API and scrape all currently active programs for informati

Evan 40 Oct 27, 2022
Tablexplore is an application for data analysis and plotting built in Python using the PySide2/Qt toolkit.

Tablexplore is an application for data analysis and plotting built in Python using the PySide2/Qt toolkit.

Damien Farrell 81 Dec 26, 2022
Python Project on Pro Data Analysis Track

Udacity-BikeShare-Project: Python Project on Pro Data Analysis Track Basic Data Exploration with pandas on Bikeshare Data Basic Udacity project using

Belal Mohammed 0 Nov 10, 2021
Binance Kline Data With Python

Binance Kline Data by seunghan(gingerthorp) reference https://github.com/binance/binance-public-data/ All intervals are supported: 1m, 3m, 5m, 15m, 30

shquant 5 Jul 13, 2022
TheMachineScraper 🐱‍👤 is an Information Grabber built for Machine Analysis

TheMachineScraper 🐱‍👤 is a tool made purely for analysing machine data for any reason.

doop 5 Dec 01, 2022
Tools for analyzing data collected with a custom unity-based VR for insects.

unityvr Tools for analyzing data collected with a custom unity-based VR for insects. Organization: The unityvr package contains the following submodul

Hannah Haberkern 1 Dec 14, 2022
This is a tool for speculation of ancestral allel, calculation of sfs and drawing its bar plot.

superSFS This is a tool for speculation of ancestral allel, calculation of sfs and drawing its bar plot. It is easy-to-use and runing fast. What you s

3 Dec 16, 2022
Project under the certification "Data Analysis with Python" on FreeCodeCamp

Sea Level Predictor Assignment You will anaylize a dataset of the global average sea level change since 1880. You will use the data to predict the sea

Bhavya Gopal 3 Jan 31, 2022
Feature engineering and machine learning: together at last

Feature engineering and machine learning: together at last! Lambdo is a workflow engine which significantly simplifies data analysis by unifying featu

Alexandr Savinov 14 Sep 15, 2022
This python script allows you to manipulate the audience data from Sl.ido surveys

Slido-Automated-VoteBot This python script allows you to manipulate the audience data from Sl.ido surveys Since Slido blocks interference from automat

Pranav Menon 1 Jan 24, 2022
Flenser is a simple, minimal, automated exploratory data analysis tool.

Flenser Have you ever been handed a dataset you've never seen before? Flenser is a simple, minimal, automated exploratory data analysis tool. It runs

John McCambridge 79 Sep 20, 2022
A tax calculator for stocks and dividends activities.

Revolut Stocks calculator for Bulgarian National Revenue Agency Information Processing and calculating the required information about stock possession

Doino Gretchenliev 200 Oct 25, 2022
Pyspark project that able to do joins on the spark data frames.

SPARK JOINS This project is to perform inner, all outer joins and semi joins. create_df.py: load_data.py : helps to put data into Spark data frames. d

Joshua 1 Dec 14, 2021
ICLR 2022 Paper submission trend analysis

Visualize ICLR 2022 OpenReview Data

Jintang Li 75 Dec 06, 2022
Generate lookml for views from dbt models

dbt2looker Use dbt2looker to generate Looker view files automatically from dbt models. Features Column descriptions synced to looker Dimension for eac

lightdash 126 Dec 28, 2022
ToeholdTools is a Python package and desktop app designed to facilitate analyzing and designing toehold switches, created as part of the 2021 iGEM competition.

ToeholdTools Category Status Repository Package Build Quality A library for the analysis of toehold switch riboregulators created by the iGEM team Cit

0 Dec 01, 2021
Sample code for Harry's Airflow online trainng course

Sample code for Harry's Airflow online trainng course You can find the videos on youtube or bilibili. I am working on adding below things: the slide p

102 Dec 30, 2022
Exploratory data analysis

Exploratory data analysis An Exploratory data analysis APP TAPIWA CHAMBOKO 🚀 About Me I'm a full stack developer experienced in deploying artificial

tapiwa chamboko 1 Nov 07, 2021
Leverage Twitter API v2 to analyze tweet metrics such as impressions and profile clicks over time.

Tweetmetric Tweetmetric allows you to track various metrics on your most recent tweets, such as impressions, retweets and clicks on your profile. The

Mathis HAMMEL 29 Oct 18, 2022