3fd5ab79fe
This commit introduces artifact generation and MLflow logging capabilities to the model training process. It includes the following changes: - Added methods to generate reports, save data files, and log model parameters, metrics, models, and artifacts to MLflow. - Implemented error handling for various scenarios, such as missing files, invalid data, and MLflow connection errors. - Created a new 'header.html' file for report styling and navigation. - Modified the 'model_repository.py' file to include the new artifact generation and MLflow logging methods. - Added comprehensive unit tests to ensure the functionality and robustness of the new features.
167 lines
4.1 KiB
HTML
167 lines
4.1 KiB
HTML
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<meta http-equiv="X-UA-Compatible" content="IE=edge" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<link rel="stylesheet" href="style.css" />
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<title>Report</title>
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<style>
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* {
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font-family: "Franklin Gothic Medium", "Arial Narrow", Arial, sans-serif;
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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.logo {
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padding-top: 70;
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padding-bottom: 70;
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position: absolute;
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margin-left: -48px;
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}
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h1 {
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color: #fff;
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position: absolute;
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margin-left: 45%;
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}
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html,
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body {
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scroll-behavior: smooth;
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}
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section {
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padding-top: 90px;
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width: 100%;
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display: fixed;
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justify-content: center;
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align-items: center;
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background-color: rgb(217, 217, 214, 0.7);
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}
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.material-symbols-outlined {
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font-variation-settings: "FILL" 0, "wght" 400, "GRAD" 0, "opsz" 24;
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color: #ffff;
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}
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/* Tooltip text */
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.tooltiptext {
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visibility: hidden;
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background-color: rgb(0, 30, 96, 0.9);
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padding: 10px;
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margin-left: -90px;
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font-size: 16px;
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position: absolute;
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top: 85px;
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border-bottom-left-radius: 12px;
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border-bottom-right-radius: 12px;
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}
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/* Show the tooltip text when you mouse over the tooltip container */
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.material-symbols-outlined:hover .tooltiptext {
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visibility: visible;
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}
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header {
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position: fixed;
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top: 0;
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width: 100%;
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height: 85px;
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background: rgb(0, 30, 96, 0.95);
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display: flex;
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justify-content: space-between;
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align-items: center;
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padding: 10px 50px 0;
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}
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header nav {
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display: absolute;
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margin-left: 80%;
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gap: 10px;
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}
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header nav a {
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position: relative;
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text-decoration: none;
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padding: 12px 18px;
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color: #fff;
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font-weight: 500;
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}
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header nav a.active {
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background-color: #001540;
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position: relative;
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border-radius: 12px;
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}
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</style>
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<link
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rel="stylesheet"
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href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20..48,100..700,0..1,-50..200"
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/>
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</head>
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<body>
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<main>
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<header>
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<a href="#" class="logo">
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<img
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src="https://aignosi.blob.core.windows.net/sientia/20231016-Aignosi_Logo_WHITE.png"
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width="247"
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height="70"
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/>
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</a>
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<h1>Report</h1>
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<nav>
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<a href="#data_quality" class="active"> Summary </a>
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<a href="#data_drift"> Drift </a>
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<a href="#regression"> Regression </a>
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</nav>
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<div class="material-symbols-outlined">
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info
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<p class="tooltiptext">
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Note that "current" <br />
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is related to the test <br />
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set while "reference" <br />
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refers to the training <br />
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set
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</p>
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</div>
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</header>
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<div class="quality_div">
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<section id="data_quality"></section>
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</div>
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<div class="data_drift_div">
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<section id="data_drift"></section>
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</div>
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<div class="regression_div">
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<section id="regression"></section>
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</div>
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</main>
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<script>
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let sec = document.querySelectorAll("section");
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let links = document.querySelectorAll("nav a");
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window.onscroll = () => {
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sec.forEach((section) => {
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let top = window.scrollY;
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let offset = section.offsetTop;
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let height = section.offsetHeight;
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let id = section.getAttribute("id");
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if (top >= offset && top < offset + height) {
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links.forEach((link) => {
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link.classList.remove("active");
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document.querySelector("nav a[href*=" + id + "]").classList.add("active");
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});
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}
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});
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};
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</script>
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</body>
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</html>
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