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
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

qgrid Qgrid is a Jupyter notebook widget which uses SlickGrid to render pandas DataFrames within a Jupyter notebook. This allows you to explore your D

Quantopian, Inc. 2.9k Jan 08, 2023
The OHSDI OMOP Common Data Model allows for the systematic analysis of healthcare observational databases.

The OHSDI OMOP Common Data Model allows for the systematic analysis of healthcare observational databases.

Bell Eapen 14 Jan 02, 2023
NumPy and Pandas interface to Big Data

Blaze translates a subset of modified NumPy and Pandas-like syntax to databases and other computing systems. Blaze allows Python users a familiar inte

Blaze 3.1k Jan 05, 2023
University Challenge 2021 With Python

University Challenge 2021 This repository contains: The TeX file of the technical write-up describing the University / HYPER Challenge 2021 under late

2 Nov 27, 2021
The Dash Enterprise App Gallery "Oil & Gas Wells" example

This app is based on the Dash Enterprise App Gallery "Oil & Gas Wells" example. For more information and more apps see: Dash App Gallery See the Dash

Austin Caudill 1 Nov 08, 2021
Processo de ETL (extração, transformação, carregamento) realizado pela equipe no projeto final do curso da Soul Code Academy.

Processo de ETL (extração, transformação, carregamento) realizado pela equipe no projeto final do curso da Soul Code Academy.

Débora Mendes de Azevedo 1 Feb 03, 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
Python ELT Studio, an application for building ELT (and ETL) data flows.

The Python Extract, Load, Transform Studio is an application for performing ELT (and ETL) tasks. Under the hood the application consists of a two parts.

Schlerp 55 Nov 18, 2022
Data Analysis for First Year Laboratory at Imperial College, London.

Data Analysis for First Year Laboratory at Imperial College, London. For personal reference only, and to reference in lab reports and lab books.

Martin He 0 Aug 29, 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
ETL pipeline on movie data using Python and postgreSQL

Movies-ETL ETL pipeline on movie data using Python and postgreSQL Overview This project consisted on a automated Extraction, Transformation and Load p

Juan Nicolas Serrano 0 Jul 07, 2021
Utilize data analytics skills to solve real-world business problems using Humana’s big data

Humana-Mays-2021-HealthCare-Analytics-Case-Competition- The goal of the project is to utilize data analytics skills to solve real-world business probl

Yongxian (Caroline) Lun 1 Dec 27, 2021
A notebook to analyze Amazon Recommendation Review Dataset.

Amazon Recommendation Review Dataset Analyzer A notebook to analyze Amazon Recommendation Review Dataset. Features Calculates distinct user count, dis

isleki 3 Aug 22, 2022
An implementation of the largeVis algorithm for visualizing large, high-dimensional datasets, for R

largeVis This is an implementation of the largeVis algorithm described in (https://arxiv.org/abs/1602.00370). It also incorporates: A very fast algori

336 May 25, 2022
Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

Sensitivity Analysis Library (SALib) Python implementations of commonly used sensitivity analysis methods. Useful in systems modeling to calculate the

SALib 663 Jan 05, 2023
Galvanalyser is a system for automatically storing data generated by battery cycling machines in a database

Galvanalyser is a system for automatically storing data generated by battery cycling machines in a database, using a set of "harvesters", whose job it

Battery Intelligence Lab 20 Sep 28, 2022
Data pipelines built with polars

valves Warning: the project is very much work in progress. Valves is a collection of functions for your data .pipe()-lines. This project aimes to host

14 Jan 03, 2023
CRISP: Critical Path Analysis of Microservice Traces

CRISP: Critical Path Analysis of Microservice Traces This repo contains code to compute and present critical path summary from Jaeger microservice tra

Uber Research 110 Jan 06, 2023
Making the DAEN information accessible.

The purpose of this repository is to make the information on Australian COVID-19 adverse events accessible. The Therapeutics Goods Administration (TGA) keeps a database of adverse reactions to medica

10 May 10, 2022