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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Apache & NGINX log files to fully-normalized Relational Database</title>
<meta name="description" content="Parses and Imports HTTP Access & Error logs into MySQL Database designed to normalize data and track log files for unlimited Domains.">
<meta name="keywords" content="apache, NGINX, log parser, MySQL, MariaDB, Python, ECharts, LogFormat, ErrorLogFormat, Data Normalization, files-to-mysql, mysql-to-echarts">
<meta name="robots" content="index, follow">
<meta name="geo.placename" content="Adamsville, NY">
<meta name="geo.region" content="US-NY">
<link rel="canonical" href="https://willthefarmer.github.io/" />
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.7.1/css/all.min.css" />
<link href="css/styles.css" rel="stylesheet" />
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/js/bootstrap.bundle.min.js"></script>
<link rel="icon" type="image/png" href="assets/farm-cow.png" />
</head>
<body>
<!-- Footer on Top-->
<footer class="py-2 bg-dark text-center">
<span class="byline">
<div class="container">
<a class="fa fa-home" href="https://farmfreshsoftware.com"></a> 
<a class="fab fa-github" href="https://github.com/WillTheFarmer"></a> 
<a class="fab fa-youtube" href="https://youtube.com/@FarmFreshSoftware"></a> 
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href="https://www.google.com/maps/place/Farm+Fresh+Software/@43.3335322,-73.4567446,1172m/data=!3m2!1e3!4b1!4m6!3m5!1s0x89e079946b7ce0bd:0xfa195132f9820c1e!8m2!3d43.3335322!4d-73.4567446!16s%2Fg%2F11frs2fr35?authuser=0&hl=en&entry=ttu&g_ep=EgoyMDI0MTIwMy4wIKXMDSoASAFQAw%3D%3D">
</a> 
<a class="fa fa-envelope" href="MAILTO:inquiry@farmfreshsoftware.com?subject=Website Comment"></a>
</div>
</span>
</footer>
<div class="container">
<div class="row align-items-center">
<div class="col-md-3">
<img src="assets/Apache_Python_MySQL.png" alt="...">
<img src="assets/Nginx_Logo.png" alt="...">
</div>
<div class="col-md-9">
<h3>Apache & NGINX log files consolidated into a fully Normalized Database</h3>
<p>Proper Python & NGINX formats released with Factory Method implementation
</p>
<h5>Python handles File Processing & MySQL or MariaDB handles Data Processing</h5>
<p><a href="https://github.com/WillTheFarmer/files-to-mysql">files-to-mysql</a>
consists of two Python Modules & one Database Schema to automate importing Access & Error files and normalizing data into database designed for reports & data analysis.
</p>
<h6>Quickly convert a folder of HTTP log files into a normalized database. Process unlimited files, from multiple domains, from multiple servers with complete Data Lineage. Small codebase & simple setup.</h6>
<p>Runs on Windows, Linux and MacOS. Database runs on MySQL and MariaDB.
</p>
<p>multiple LogFormats & ErrorLogFormats can be loaded and multiple Stored Procedures can be processed in a single Python `ProcessLogs function` execution.
</p>
<p><b>IP Geolocation data integration</b> using <a href="https://pypi.org/project/geoip2/">MaxMind GeoIP2</a> Python API provides IP country, subdivision, city, system organization,
network and coordinates information stored and normalized into 6 Database Schema tables.
</p>
<p><b>User-Agent data integration</b> using <a href="https://pypi.org/project/user-agents/">User-Agents</a> provides browser, device and operating system information stored and normalized into 11 Database Schema tables.
</p>
<p>Database Schema designed to accommodate unlimited Servers & Domains. Step-by-step guide for easy installation.
</p>
<p>Screenshots of Process Messages and <a href="index.html#Benchmarks">Benchmarks</a> for MariaDB version 11.8 and MySQL version 9.2.
</p>
</div>
</div>
<div class="row align-items-center">
<div class="col-md-3">
<img src="assets/MySQL_Node_Express_Apache_Echarts.png" alt="...">
</div>
<div class="col-md-9">
<h3>HTTP Log Management and Visualization</h3>
<h5>Express handles Data Querying & ECharts handles Data Visualization of MySQL or MariaDB Schema</h5>
<p><a href="https://github.com/willthefarmer/mysql-to-echarts">mysql-to-echarts</a> is a Web interface that consists of Express.js web application
frameworks with Drill Down Capability & Apache ECharts frameworks for Log Data Visualization in charts, reports & data analysis
interfaces of MySQL or MariaDB databases created by <a href="https://github.com/willthefarmer/mysql-http-logs">mysql-http-logs</a>
and <a href="https://github.com/willthefarmer/mysql-system-logs">mysql-system-logs</a>
and populated by <a href="https://github.com/willthefarmer/files-to-mysql">files-to-mysql</a>.
</p>
<p><a href="https://github.com/WillTheFarmer/mysql-to-echarts">mysql-to-echarts</a>
has Drill Down Capability & Apache ECharts frameworks for Log Data Visualization in charts, reports & data analysis
interfaces.
</p>
<p>All feedback welcomed!
</p>
</div>
</div>
</div>
<div class="text-center">
<h3>Entity Relationship Diagram of Database Schema tables</h3>
<p>Database Schema currently has 55 Tables, 1040 Columns, 190 Indexes, 85 Views,
12 Stored Procedures and 90 Functions to process 6 Access log formats & 3 Error log formats.
Database normalization at work!
</p>
<img src="./assets/entity_relationship_diagram.png" class="img-fluid" alt="...">
</div>
<div class="row text-center" id='Benchmarks'>
<h3>Benchmark Execution Times & Process Messages for HTTP logs - multiple LogFormats, ErrorLogFormats and Stored Procedures processed</h3>
<div class="col" id='Maria-Benchmark'>
<a name='Maria-Benchmark'></a>
<h3>MariaDB version 11.8</h3>
<img class="mx-auto" style="width: 92%;" src="./assets/benchmark-mariadb-118.png">
</div>
<div class="col" id='MySQL-Benchmark'>
<a name='MySQL-Benchmark'></a>
<h3>MySQL version 9.2</h3>
<img class="mx-auto" style="width: 92%;" src="./assets/benchmark-mysql-92.png">
</div>
<p>Benchmarks executed on Windows 11 | 13th Gen Intel(R) Core(TM) i7-13700T 1.40 GHz | 96GB DDR5-5600 SODIMM | WD_BLACK 1TB SN850X NVMe SSD - Up to 7,300 MB/s
</p>
</div>
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</body>
</html>