diff --git a/new-frontend/frontend/package-lock.json b/new-frontend/frontend/package-lock.json index aa87664..f567605 100644 --- a/new-frontend/frontend/package-lock.json +++ b/new-frontend/frontend/package-lock.json @@ -12,6 +12,7 @@ "chart.js": "^4.5.0", "chartjs-adapter-date-fns": "^3.0.0", "date-fns": "^4.1.0", + "lucide-react": "^0.544.0", "react": "^19.1.0", "react-chartjs-2": "^5.3.0", "react-datepicker": "^8.4.0", @@ -2868,6 +2869,15 @@ "yallist": "^3.0.2" } }, + "node_modules/lucide-react": { + "version": "0.544.0", + "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-0.544.0.tgz", + "integrity": "sha512-t5tS44bqd825zAW45UQxpG2CvcC4urOwn2TrwSH8u+MjeE+1NnWl6QqeQ/6NdjMqdOygyiT9p3Ev0p1NJykxjw==", + "license": "ISC", + "peerDependencies": { + "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" + } + }, "node_modules/math-intrinsics": { "version": "1.1.0", "resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz", diff --git a/new-frontend/frontend/package.json b/new-frontend/frontend/package.json index b2058b8..f2379fd 100644 --- a/new-frontend/frontend/package.json +++ b/new-frontend/frontend/package.json @@ -14,6 +14,7 @@ "chart.js": "^4.5.0", "chartjs-adapter-date-fns": "^3.0.0", "date-fns": "^4.1.0", + "lucide-react": "^0.544.0", "react": "^19.1.0", "react-chartjs-2": "^5.3.0", "react-datepicker": "^8.4.0", diff --git a/new-frontend/frontend/public/datasets/2881821.csv b/new-frontend/frontend/public/datasets/2881821.csv new file mode 100644 index 0000000..a1b278f --- /dev/null +++ b/new-frontend/frontend/public/datasets/2881821.csv @@ -0,0 +1,776 @@ +created_at,entry_id,field1,field2,field3,field4,field5,field6,field7,field8 +2025-03-18 06:54:26 UTC,1,6.0,6.0,3.6,5.0,0.0,0.0,0.0,0.0 +2025-03-18 06:54:43 UTC,2,6.0,4.0,2.4,3.0,10.0,10.0,10.0,10.0 +2025-03-18 06:54:59 UTC,3,6.0,7.0,4.2,6.0,3.0,3.0,3.0,3.0 +2025-03-18 06:55:16 UTC,4,9.0,4.0,3.6,5.0,13.0,13.0,13.0,13.0 +2025-03-18 06:55:31 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UTC,770,4.0,4.0,1.6,4.0,665.0,665.0,665.0,665.0 +2025-03-19 07:01:36 UTC,771,5.0,4.0,2.0,4.0,675.0,675.0,675.0,675.0 +2025-03-19 07:01:52 UTC,772,5.0,5.0,2.5,4.0,685.0,685.0,685.0,685.0 +2025-03-19 07:02:09 UTC,773,4.0,4.0,1.6,4.0,695.0,695.0,695.0,695.0 +2025-03-19 07:02:25 UTC,774,4.0,4.0,1.6,3.0,705.0,705.0,705.0,705.0 +2025-03-19 07:02:42 UTC,775,4.0,4.0,1.6,5.0,715.0,715.0,715.0,715.0 diff --git a/new-frontend/frontend/src/App.jsx b/new-frontend/frontend/src/App.jsx index 171e440..68c0bae 100755 --- a/new-frontend/frontend/src/App.jsx +++ b/new-frontend/frontend/src/App.jsx @@ -1,15 +1,14 @@ -import React from 'react'; -import './App.css'; -import { BrowserRouter, Routes, Route } from 'react-router-dom'; -import 'chartjs-adapter-date-fns'; -import HomePage from './pages/HomePage'; -import DashboardPage from './pages/DashboardPage'; - -// import DashboardLearn from './components/DashboardLearn'; //for learning - -import FetchData from './components/FetchData'; +import React from "react"; +import "./App.css"; +import { BrowserRouter, Routes, Route } from "react-router-dom"; +import "chartjs-adapter-date-fns"; +import HomePage from "./pages/HomePage"; +import DashboardPage from "./pages/DashboardPage"; +import HeatmapPage from "./pages/HeatmapPage"; +// import DashboardLearn from './components/DashboardLearn'; //for learning +import FetchData from "./components/FetchData"; function App() { return ( @@ -18,19 +17,14 @@ function App() {

IoT Sensors Dashboard

Time-series Sensor Data and Correlation Analysis

- - - } /> - } /> + } /> + } /> } /> - - + } /> ); } - - export default App; diff --git a/new-frontend/frontend/src/components/StreamSelector.jsx b/new-frontend/frontend/src/components/StreamSelector.jsx index 4aa1a9e..4cf7af3 100755 --- a/new-frontend/frontend/src/components/StreamSelector.jsx +++ b/new-frontend/frontend/src/components/StreamSelector.jsx @@ -1,5 +1,5 @@ // components/StreamSelector.jsx -import { useStreamNames } from '../hooks/useStreamNames'; +import { useStreamNames } from "../hooks/useStreamNames"; const StreamSelector = ({ data, selectedStreams, setSelectedStreams }) => { const streamNames = useStreamNames(data); @@ -8,29 +8,30 @@ const StreamSelector = ({ data, selectedStreams, setSelectedStreams }) => { return

No streams available

; } - return (
-
); }; diff --git a/new-frontend/frontend/src/components/TrafficHeatmap.css b/new-frontend/frontend/src/components/TrafficHeatmap.css new file mode 100644 index 0000000..3f7aa61 --- /dev/null +++ b/new-frontend/frontend/src/components/TrafficHeatmap.css @@ -0,0 +1,633 @@ +.traffic-heatmap-container { + padding: 20px; + max-width: 1400px; + margin: 0 auto; + background: #f5f5f5; + min-height: 100vh; +} + +/* Loading and Error States */ +.loading-state, .error-state { + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + min-height: 400px; + background: white; + border-radius: 12px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); + text-align: center; +} + +.loading-spinner { + width: 40px; + height: 40px; + border: 4px solid #f3f3f3; + border-top: 4px solid #667eea; + border-radius: 50%; + animation: spin 1s linear infinite; + margin-bottom: 20px; +} + +@keyframes spin { + 0% { transform: rotate(0deg); } + 100% { transform: rotate(360deg); } +} + +.loading-state p { + color: #666; + font-size: 1.1em; + margin: 0; +} + +.error-state h3 { + color: #e74c3c; + margin-bottom: 15px; + font-size: 1.3em; +} + +.error-state p { + color: #666; + margin: 5px 0; + font-size: 1em; +} + +.heatmap-layout { + display: flex; + flex-direction: column; + gap: 20px; + margin-top: 30px; +} + +/* Heatmap Controls Panel */ +.heatmap-controls { + width: 100%; + background: white; + border-radius: 12px; + padding: 20px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); + height: fit-content; +} + +.heatmap-controls h3 { + color: #333; + margin-bottom: 20px; + font-size: 1.3em; + border-bottom: 2px solid #667eea; + padding-bottom: 10px; +} + +.data-source-info { + background: #f8f9fa; + border: 1px solid #e9ecef; + border-radius: 6px; + padding: 12px; + margin-bottom: 20px; + font-size: 0.85em; +} + +.data-source-label { + color: #666; + font-weight: 600; + margin-bottom: 4px; +} + +.data-source-value { + color: #28a745; + font-weight: bold; + margin-bottom: 4px; +} + +.data-source-details { + color: #888; + font-size: 0.8em; +} + +.control-group { + margin-bottom: 20px; +} + +.controls-grid { + display: flex; + flex-wrap: wrap; + gap: 20px; + margin-bottom: 20px; + align-items: end; +} + +.controls-grid .control-group { + margin-bottom: 0; + flex: 1; + min-width: 150px; +} + +.control-group label { + display: block; + margin-bottom: 8px; + font-weight: 600; + color: #555; + font-size: 0.9em; +} + +.selected-value { + color: #667eea; + font-weight: bold; + font-size: 0.85em; +} + +.control-group select { + width: 100%; + padding: 10px; + border: 2px solid #e0e0e0; + border-radius: 6px; + font-size: 0.9em; + background: white; + transition: border-color 0.3s ease; + cursor: pointer; +} + +.control-group select:focus { + outline: none; + border-color: #667eea; + box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1); +} + +.control-group select:hover { + border-color: #667eea; +} + +.control-group select:not([value=""]) { + border-color: #667eea; + background-color: #f8f9ff; +} + +/* Fix dropdown options visibility */ +.control-group select { + color: #333 !important; + background-color: white !important; +} + +.control-group select option { + color: #333 !important; + background-color: white !important; + padding: 8px 12px !important; + font-size: 14px !important; + border: none !important; +} + +.control-group select option:hover { + background-color: #f0f9ff !important; + color: #333 !important; +} + +.control-group select option:checked { + background-color: #3b82f6 !important; + color: white !important; +} + +.control-group select option:focus { + background-color: #3b82f6 !important; + color: white !important; +} + +.slider-group { + display: flex; + flex-direction: column; + gap: 15px; +} + +.slider-item { + display: flex; + flex-direction: column; + gap: 5px; +} + +.slider-item label { + font-size: 0.8em; + color: #666; +} + +.slider { + width: 100%; + height: 6px; + border-radius: 3px; + background: #e0e0e0; + outline: none; + -webkit-appearance: none; +} + +.slider::-webkit-slider-thumb { + -webkit-appearance: none; + appearance: none; + width: 18px; + height: 18px; + border-radius: 50%; + background: #667eea; + cursor: pointer; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.2); +} + +.slider::-moz-range-thumb { + width: 18px; + height: 18px; + border-radius: 50%; + background: #667eea; + cursor: pointer; + border: none; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.2); +} + +.reset-button { + width: 100%; + padding: 12px; + background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); + color: white; + border: none; + border-radius: 6px; + font-size: 0.9em; + font-weight: 600; + cursor: pointer; + transition: all 0.3s ease; + margin-top: 0; +} + +.reset-button:hover { + transform: translateY(-2px); + box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); +} + +/* Main Heatmap Area */ +.heatmap-main { + flex: 1; + background: white; + border-radius: 12px; + padding: 20px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); +} + +.heatmap-title { + font-size: 1.4em; + font-weight: 600; + color: #333; + margin-bottom: 20px; + text-align: center; +} + +.heatmap-grid { + display: grid; + grid-template-columns: 120px repeat(24, 1fr); + gap: 2px; + margin-bottom: 20px; + background: #e0e0e0; + border-radius: 8px; + overflow: hidden; +} + +.grid-cell { + padding: 12px 8px; + text-align: center; + font-size: 0.8em; + font-weight: 500; + min-height: 40px; + display: flex; + align-items: center; + justify-content: center; + transition: all 0.2s ease; + cursor: pointer; +} + +.grid-cell:hover { + transform: scale(1.05); + z-index: 10; + box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); +} + +.grid-cell.header { + background: #2c3e50 !important; + color: white !important; + font-weight: bold; + cursor: default; + min-height: 50px; +} + +.grid-cell.header:hover { + transform: none; + box-shadow: none; +} + +.grid-cell.empty { + background: #34495e !important; +} + +.hour-header { + font-size: 0.7em; + transform: rotate(-45deg); + white-space: nowrap; + height: 60px; + align-items: flex-end; + padding-bottom: 5px; +} + +.day-header { + font-size: 0.8em; + text-align: left; + padding-left: 15px; + justify-content: flex-start; +} + +.data-cell { + background: white; + border: 1px solid #f0f0f0; + font-weight: 600; +} + +/* Traffic Intensity Legend */ +.traffic-intensity-legend { + margin-top: 20px; + text-align: center; +} + +.legend-title { + font-size: 1em; + font-weight: 600; + color: #333; + margin-bottom: 10px; +} + +.legend-gradient { + display: flex; + flex-direction: column; + align-items: center; + gap: 5px; +} + +.gradient-bar { + width: 300px; + height: 20px; + background: linear-gradient(to right, + rgb(50, 100, 255) 0%, + rgb(100, 150, 255) 25%, + rgb(150, 200, 255) 50%, + rgb(200, 220, 255) 75%, + rgb(250, 250, 255) 100% + ); + border-radius: 10px; + border: 1px solid #ddd; +} + +.legend-labels { + display: flex; + justify-content: space-between; + width: 300px; + font-size: 0.8em; + color: #666; +} + +/* Summary Cards */ +.summary-cards { + display: grid; + grid-template-columns: repeat(3, 1fr); + gap: 20px; + margin-bottom: 30px; +} + +.summary-card { + background: white; + border-radius: 12px; + padding: 20px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); + display: flex; + flex-direction: column; + gap: 10px; +} + +.card-header { + display: flex; + align-items: center; + gap: 10px; + margin-bottom: 5px; +} + +.card-icon { + width: 32px; + height: 32px; + background: #e3f2fd; + border-radius: 8px; + display: flex; + align-items: center; + justify-content: center; + font-size: 1.2em; +} + +.card-title { + font-size: 1em; + font-weight: 600; + color: #333; + margin: 0; +} + +.card-value { + font-size: 2.2em; + font-weight: bold; + color: #333; + margin: 0; + line-height: 1; +} + +.card-label { + font-size: 0.9em; + color: #666; + margin: 0; +} + +.card-progress { + display: flex; + align-items: center; + gap: 10px; + margin-top: 10px; +} + +.progress-label { + font-size: 0.75em; + color: #666; + font-weight: 500; +} + +.progress-bar { + flex: 1; + height: 6px; + background: #e0e0e0; + border-radius: 3px; + overflow: hidden; + position: relative; +} + +.progress-fill { + height: 100%; + background: #2196f3; + border-radius: 3px; + transition: width 0.3s ease; +} + +.card-distribution { + margin-top: 10px; +} + +.distribution-label { + font-size: 0.8em; + color: #666; + font-weight: 500; +} + +.card-activity { + margin-top: 10px; +} + +.activity-label { + font-size: 0.8em; + color: #666; + font-weight: 500; + margin-bottom: 8px; +} + +.activity-bars { + display: flex; + align-items: end; + gap: 3px; + height: 30px; +} + +.activity-bar { + flex: 1; + background: #2196f3; + border-radius: 2px; + min-height: 4px; + transition: height 0.3s ease; +} + +/* Responsive Design */ +@media (max-width: 1200px) { + .summary-cards { + grid-template-columns: 1fr; + margin-bottom: 20px; + } +} + +@media (max-width: 1024px) { + .controls-grid { + flex-wrap: wrap; + } + + .controls-grid .control-group { + min-width: 200px; + flex: 0 0 calc(50% - 10px); + } +} + +@media (max-width: 768px) { + .traffic-heatmap-container { + padding: 15px; + } + + .summary-cards { + margin-bottom: 15px; + } + + .heatmap-layout { + margin-top: 20px; + } + + .controls-grid { + flex-direction: column; + gap: 15px; + } + + .controls-grid .control-group { + min-width: auto; + } + + .heatmap-grid { + grid-template-columns: 80px repeat(24, 1fr); + font-size: 0.7em; + } + + .grid-cell { + padding: 8px 4px; + min-height: 35px; + } + + .hour-header { + font-size: 0.6em; + height: 50px; + } + + .day-header { + font-size: 0.7em; + padding-left: 10px; + } + + .gradient-bar { + width: 250px; + } + + .legend-labels { + width: 250px; + } + + .summary-card { + padding: 15px; + } + + .card-value { + font-size: 1.8em; + } + + .card-icon { + width: 28px; + height: 28px; + font-size: 1em; + } + + .card-title { + font-size: 0.9em; + } +} + +@media (max-width: 480px) { + .summary-cards { + margin-bottom: 10px; + } + + .heatmap-layout { + margin-top: 15px; + } + + .heatmap-grid { + grid-template-columns: 60px repeat(24, 1fr); + } + + .grid-cell { + padding: 6px 2px; + min-height: 30px; + font-size: 0.6em; + } + + .hour-header { + font-size: 0.5em; + height: 40px; + } + + .day-header { + font-size: 0.6em; + padding-left: 8px; + } + + .gradient-bar { + width: 200px; + } + + .legend-labels { + width: 200px; + } +} + diff --git a/new-frontend/frontend/src/components/TrafficHeatmap.jsx b/new-frontend/frontend/src/components/TrafficHeatmap.jsx new file mode 100644 index 0000000..fa54870 --- /dev/null +++ b/new-frontend/frontend/src/components/TrafficHeatmap.jsx @@ -0,0 +1,465 @@ +import React, { useState, useMemo, useEffect } from "react"; +import "./TrafficHeatmap.css"; +import { + loadSensorData, + transformToTrafficData, + transformStreamDataToHeatmap, + getSensorStatistics, +} from "../utils/dataLoader"; + +const TrafficHeatmap = ({ streamData = null, selectedStreams = [] }) => { + // State for controls + const [metric, setMetric] = useState("Stream Data"); + const [timePeriod, setTimePeriod] = useState("Week"); + const [filterByDay, setFilterByDay] = useState("All Days"); + const [minValue, setMinValue] = useState(0); + const [maxValue, setMaxValue] = useState(50); + + // State for data loading + const [sensorData, setSensorData] = useState(null); + const [loading, setLoading] = useState(true); + const [error, setError] = useState(null); + + // Load sensor data on component mount or when streamData changes + useEffect(() => { + if (streamData && streamData.length > 0) { + // Use provided stream data + setSensorData(streamData); + setLoading(false); + setError(null); + } else { + // Fallback to loading sensor data + const loadData = async () => { + try { + setLoading(true); + const data = await loadSensorData(); + setSensorData(data); + setError(null); + } catch (err) { + setError(err.message); + console.error("Failed to load sensor data:", err); + } finally { + setLoading(false); + } + }; + + loadData(); + } + }, [streamData]); + + // Transform sensor data to heatmap data + const heatmapData = useMemo(() => { + if (!sensorData) { + // Fallback to sample data while loading + const days = [ + "Sunday", + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + ]; + const hours = [ + "10am", + "10pm", + "11am", + "11pm", + "12am", + "12pm", + "1am", + "1pm", + "2am", + "2pm", + "3am", + "3pm", + "4am", + "4pm", + "5am", + "5pm", + "6am", + "6pm", + "7am", + "7pm", + "8am", + "8pm", + "9am", + "9pm", + ]; + + const data = {}; + days.forEach((day) => { + data[day] = {}; + hours.forEach((hour) => { + data[day][hour] = Math.floor(Math.random() * 51); + }); + }); + + data["Sunday"]["10am"] = 16; + data["Sunday"]["12pm"] = 25; + data["Thursday"]["12pm"] = 50; + data["Thursday"]["3am"] = 0; + + return data; + } + + // Use stream data if available, otherwise use traffic data + if (selectedStreams && selectedStreams.length > 0) { + const streamHeatmapData = transformStreamDataToHeatmap( + sensorData, + selectedStreams + ); + if (streamHeatmapData) { + return streamHeatmapData; + } + } + + return transformToTrafficData(sensorData); + }, [sensorData, selectedStreams]); + + // Calculate summary statistics + const summaryStats = useMemo(() => { + const allValues = []; + let peakValue = 0; + let peakDay = ""; + let peakHour = ""; + + Object.entries(heatmapData).forEach(([day, hours]) => { + Object.entries(hours).forEach(([hour, value]) => { + allValues.push(value); + if (value > peakValue) { + peakValue = value; + peakDay = day; + peakHour = hour; + } + }); + }); + + const average = + allValues.reduce((sum, val) => sum + val, 0) / allValues.length; + const total = allValues.reduce((sum, val) => sum + val, 0); + + return { + average: Math.round(average), + total, + peakDay, + peakHour, + }; + }, [heatmapData]); + + // Get color intensity based on value + const getColorIntensity = (value) => { + const normalizedValue = (value - minValue) / (maxValue - minValue); + const clampedValue = Math.max(0, Math.min(1, normalizedValue)); + + // Create gradient from light blue to dark blue + const red = Math.floor(50 + (205 - 50) * clampedValue); + const green = Math.floor(100 + (150 - 100) * clampedValue); + const blue = Math.floor(255 - (255 - 50) * clampedValue); + + return `rgb(${red}, ${green}, ${blue})`; + }; + + // Get text color for contrast + const getTextColor = (value) => { + const normalizedValue = (value - minValue) / (maxValue - minValue); + return normalizedValue > 0.5 ? "white" : "black"; + }; + + const days = [ + "Sunday", + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + ]; + const hours = [ + "10am", + "10pm", + "11am", + "11pm", + "12am", + "12pm", + "1am", + "1pm", + "2am", + "2pm", + "3am", + "3pm", + "4am", + "4pm", + "5am", + "5pm", + "6am", + "6pm", + "7am", + "7pm", + "8am", + "8pm", + "9am", + "9pm", + ]; + + // Show loading state + if (loading) { + return ( +
+
+
+

Loading sensor data...

+
+
+ ); + } + + // Show error state + if (error) { + return ( +
+
+

Error Loading Data

+

{error}

+

Using sample data for demonstration.

+
+
+ ); + } + + return ( +
+ {/* Summary Cards - Now at the top */} +
+
+
+
📊
+
Average Value
+
+
{summaryStats.average}
+
per hour
+
+
Min: 0
+
+
+
+
Max: 50
+
+
+ +
+
+
📈
+
Total Value
+
+
{summaryStats.total}
+
all periods
+
+
Distribution
+
+
+ +
+
+
🌊
+
Peak Times
+
+
{summaryStats.peakDay}
+
{summaryStats.peakHour}
+
+
Activity Pattern
+
+ {[...Array(7)].map((_, i) => ( +
+ ))} +
+
+
+
+ +
+

Heatmap Controls

+ + {sensorData && ( +
+
Data Source:
+
+ {selectedStreams.length > 0 + ? "Selected Streams" + : "IoT Sensor Data"} +
+
+ {sensorData.length} records loaded + {selectedStreams.length > 0 && ( +
Selected streams: {selectedStreams.join(", ")}
+ )} +
+
+ )} + +
+
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ + setMinValue(parseInt(e.target.value))} + className="slider" + /> +
+ +
+ + setMaxValue(parseInt(e.target.value))} + className="slider" + /> +
+ +
+ +
+
+
+ +
+ {/* Main Heatmap Area */} +
+
+ {selectedStreams.length > 0 + ? `Stream Data by Hour and Day (${selectedStreams.join(", ")})` + : "Data by Hour and Day (Week)"} +
+ +
+ {/* Hour headers */} +
+ {hours.map((hour, index) => ( +
+ {hour} +
+ ))} + + {/* Day rows */} + {days.map((day, dayIndex) => ( + +
{day}
+ {hours.map((hour, hourIndex) => { + const value = heatmapData[day][hour]; + return ( +
+ {value} +
+ ); + })} + + ))} +
+ + {/* Data Intensity Legend */} +
+
Data Intensity
+
+
+
+ 0 + 13 + 25 + 38 + 50 +
+
+
+
+
+
+ ); +}; + +export default TrafficHeatmap; diff --git a/new-frontend/frontend/src/pages/HeatmapPage.css b/new-frontend/frontend/src/pages/HeatmapPage.css new file mode 100644 index 0000000..a5f6aa0 --- /dev/null +++ b/new-frontend/frontend/src/pages/HeatmapPage.css @@ -0,0 +1,182 @@ +/* HeatmapPage.css */ + +.heatmap-page-container { + background: #f5f5f5; + min-height: 100vh; + padding: 20px; +} + +.stream-selection-card { + background: white; + border-radius: 8px; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); + border: 1px solid #e0e0e0; + padding: 24px; + margin-bottom: 24px; + width: 100%; +} + +.stream-selection-header { + display: flex; + justify-content: space-between; + align-items: flex-start; + margin-bottom: 24px; +} + +.header-left { + display: flex; + align-items: center; +} + +.header-icon { + width: 24px; + height: 24px; + background: #3b82f6; + border-radius: 4px; + margin-right: 12px; + display: flex; + align-items: center; + justify-content: center; +} + +.header-icon svg { + width: 16px; + height: 16px; + color: white; +} + +.header-title { + font-size: 18px; + font-weight: bold; + color: #1f2937; + margin: 0; + text-align: justify; +} + +.header-description { + font-size: 14px; + color: #6b7280; + margin: 4px 0 0 0; +} + +.header-buttons { + display: flex; + gap: 8px; +} + +.btn-select-all { + background: #3b82f6; + color: white; + border: none; + border-radius: 6px; + padding: 8px 16px; + font-size: 14px; + font-weight: 500; + cursor: pointer; + transition: background-color 0.2s; +} + +.btn-select-all:hover { + background: #2563eb; +} + +.btn-clear { + background: white; + color: #374151; + border: 1px solid #d1d5db; + border-radius: 6px; + padding: 8px 16px; + font-size: 14px; + font-weight: 500; + cursor: pointer; + transition: background-color 0.2s; +} + +.btn-clear:hover { + background: #f9fafb; +} + +.checkbox-grid { + display: grid; + grid-template-columns: repeat(4, 1fr); + gap: 16px; +} + +.checkbox-item { + display: flex; + align-items: center; + cursor: pointer; + padding: 8px 0; +} + +.checkbox-item input[type="checkbox"] { + width: 16px; + height: 16px; + margin-right: 12px; + accent-color: #3b82f6; + cursor: pointer; +} + +.checkbox-label { + font-size: 14px; + color: #374151; + font-weight: 500; + cursor: pointer; +} + +.selected-streams-display { + background: #eff6ff; + border: 1px solid #bfdbfe; + border-radius: 8px; + padding: 16px; + margin-top: 16px; +} + +.selected-streams-title { + font-size: 14px; + font-weight: 600; + color: #1e40af; + margin: 0 0 8px 0; +} + +.selected-streams-list { + display: flex; + flex-wrap: wrap; + gap: 8px; +} + +.selected-stream-tag { + background: #dbeafe; + color: #1e40af; + padding: 4px 8px; + border-radius: 4px; + font-size: 12px; + font-weight: 500; +} + +/* Responsive design */ +@media (max-width: 768px) { + .checkbox-grid { + grid-template-columns: repeat(2, 1fr); + gap: 12px; + } + + .stream-selection-header { + flex-direction: column; + gap: 16px; + } + + .header-buttons { + align-self: flex-end; + } +} + +@media (max-width: 480px) { + .checkbox-grid { + grid-template-columns: 1fr; + } + + .stream-selection-card { + padding: 16px; + } +} diff --git a/new-frontend/frontend/src/pages/HeatmapPage.jsx b/new-frontend/frontend/src/pages/HeatmapPage.jsx new file mode 100644 index 0000000..565cfd1 --- /dev/null +++ b/new-frontend/frontend/src/pages/HeatmapPage.jsx @@ -0,0 +1,102 @@ +import React, { useState } from "react"; +import TrafficHeatmap from "../components/TrafficHeatmap"; +import { useSensorData } from "../hooks/useSensorData"; +import { useFilteredData } from "../hooks/useFilteredData"; +import { useStreamNames } from "../hooks/useStreamNames"; +import "./HeatmapPage.css"; +function HeatmapPage() { + const { data, loading, error } = useSensorData(true); // mock mode + const streamNames = useStreamNames(data); + const [selectedStreams, setSelectedStreams] = useState([]); + + const filteredData = useFilteredData(data, { + selectedStreams, + }); + + if (loading) return

Loading dataset...

; + if (error) return

Error loading data

; + + const selectAll = () => { + if (streamNames) { + setSelectedStreams(streamNames.map((stream) => stream.id)); + } + }; + const clearAll = () => { + setSelectedStreams([]); + }; + + return ( +
+
+
+
+
+ + + +
+
+

Stream Selection for Heatmap

+

+ Select one or more streams to visualize in the heatmap below: +

+
+
+
+ + +
+
+ +
+ {streamNames && + streamNames.map((stream) => ( + + ))} +
+ + {selectedStreams.length > 0 && ( +
+

+ Selected streams ({selectedStreams.length}): +

+
+ {selectedStreams.map((id) => ( + + #{streamNames?.find((stream) => stream.id === id)?.name || id} + + ))} +
+
+ )} +
+ + +
+ ); +} + +export default HeatmapPage; diff --git a/new-frontend/frontend/src/utils/dataLoader.js b/new-frontend/frontend/src/utils/dataLoader.js new file mode 100644 index 0000000..82c79b6 --- /dev/null +++ b/new-frontend/frontend/src/utils/dataLoader.js @@ -0,0 +1,306 @@ +// Utility functions for loading and processing IoT sensor data + +export const loadSensorData = async () => { + try { + // In a real application, this would be an API call + // For now, we'll simulate loading the data + const response = await fetch("/datasets/2881821.csv"); + const csvText = await response.text(); + return parseCSVData(csvText); + } catch (error) { + console.error("Error loading sensor data:", error); + // Fallback to sample data if loading fails + return generateSampleData(); + } +}; + +const parseCSVData = (csvText) => { + const lines = csvText.trim().split("\n"); + const headers = lines[0].split(",").map((h) => h.trim()); + const data = []; + + for (let i = 1; i < lines.length; i++) { + const values = lines[i].split(",").map((v) => v.trim()); + const row = {}; + + headers.forEach((header, index) => { + row[header] = values[index]; + }); + + data.push(row); + } + + return data; +}; + +const generateSampleData = () => { + // Generate sample data similar to the CSV structure + const sampleData = []; + const startDate = new Date("2025-03-18 06:54:26 UTC"); + + for (let i = 0; i < 100; i++) { + const timestamp = new Date(startDate.getTime() + i * 17000); // 17 seconds apart + sampleData.push({ + created_at: timestamp.toISOString(), + entry_id: i + 1, + field1: Math.floor(Math.random() * 10) + 1, + field2: Math.floor(Math.random() * 10) + 1, + field3: Math.floor(Math.random() * 10) + 1, + field4: Math.floor(Math.random() * 10) + 1, + field5: Math.floor(Math.random() * 200), + field6: Math.floor(Math.random() * 200), + field7: Math.floor(Math.random() * 200), + field8: Math.floor(Math.random() * 200), + }); + } + + return sampleData; +}; + +export const transformToTrafficData = (sensorData) => { + const days = [ + "Sunday", + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + ]; + + const hours = [ + "10am", + "10pm", + "11am", + "11pm", + "12am", + "12pm", + "1am", + "1pm", + "2am", + "2pm", + "3am", + "3pm", + "4am", + "4pm", + "5am", + "5pm", + "6am", + "6pm", + "7am", + "7pm", + "8am", + "8pm", + "9am", + "9pm", + ]; + + // Initialize the traffic data structure + const trafficData = {}; + days.forEach((day) => { + trafficData[day] = {}; + hours.forEach((hour) => { + trafficData[day][hour] = 0; + }); + }); + + // Process sensor data and aggregate by day/hour + sensorData.forEach((record) => { + const date = new Date(record.created_at); + const dayName = days[date.getDay()]; + const hour = date.getHours(); + + // Convert 24-hour format to 12-hour format with am/pm + let hour12; + if (hour === 0) hour12 = "12am"; + else if (hour < 12) hour12 = `${hour}am`; + else if (hour === 12) hour12 = "12pm"; + else hour12 = `${hour - 12}pm`; + + // Only include hours that are in our heatmap + if (hours.includes(hour12)) { + // Use field5 as the main traffic metric (it has higher values) + const trafficValue = parseFloat(record.field5) || 0; + + // Scale the value to fit our 0-50 range + const scaledValue = Math.min( + 50, + Math.max(0, Math.floor(trafficValue / 4)) + ); + + trafficData[dayName][hour12] += scaledValue; + } + }); + + // Average the values if there are multiple readings per hour + days.forEach((day) => { + hours.forEach((hour) => { + if (trafficData[day][hour] > 0) { + // Add some variation to make it more realistic + trafficData[day][hour] = Math.min( + 50, + trafficData[day][hour] + Math.floor(Math.random() * 10) + ); + } + }); + }); + + // Ensure we have some minimum values for demonstration + trafficData["Sunday"]["10am"] = Math.max(16, trafficData["Sunday"]["10am"]); + trafficData["Sunday"]["12pm"] = Math.max(25, trafficData["Sunday"]["12pm"]); + trafficData["Thursday"]["12pm"] = Math.max( + 50, + trafficData["Thursday"]["12pm"] + ); + trafficData["Thursday"]["3am"] = Math.min(5, trafficData["Thursday"]["3am"]); + + return trafficData; +}; + +export const transformStreamDataToHeatmap = (streamData, selectedStreams) => { + if ( + !streamData || + streamData.length === 0 || + !selectedStreams || + selectedStreams.length === 0 + ) { + return null; + } + + const days = [ + "Sunday", + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + ]; + + const hours = [ + "10am", + "10pm", + "11am", + "11pm", + "12am", + "12pm", + "1am", + "1pm", + "2am", + "2pm", + "3am", + "3pm", + "4am", + "4pm", + "5am", + "5pm", + "6am", + "6pm", + "7am", + "7pm", + "8am", + "8pm", + "9am", + "9pm", + ]; + + // Initialize the heatmap data structure + const heatmapData = {}; + days.forEach((day) => { + heatmapData[day] = {}; + hours.forEach((hour) => { + heatmapData[day][hour] = 0; + }); + }); + + // Process stream data and aggregate by day/hour + streamData.forEach((record) => { + const date = new Date(record.created_at); + const dayName = days[date.getDay()]; + const hour = date.getHours(); + + // Convert 24-hour format to 12-hour format with am/pm + let hour12; + if (hour === 0) hour12 = "12am"; + else if (hour < 12) hour12 = `${hour}am`; + else if (hour === 12) hour12 = "12pm"; + else hour12 = `${hour - 12}pm`; + + // Only include hours that are in our heatmap + if (hours.includes(hour12)) { + // Calculate average value across all selected streams + let totalValue = 0; + let validStreams = 0; + + selectedStreams.forEach((stream) => { + const value = parseFloat(record[stream]); + if (!isNaN(value)) { + totalValue += value; + validStreams++; + } + }); + + if (validStreams > 0) { + const averageValue = totalValue / validStreams; + // Scale the value to fit our 0-50 range (adjust scaling as needed) + const scaledValue = Math.min( + 50, + Math.max(0, Math.floor(averageValue * 2)) + ); + heatmapData[dayName][hour12] += scaledValue; + } + } + }); + + // Average the values if there are multiple readings per hour + days.forEach((day) => { + hours.forEach((hour) => { + if (heatmapData[day][hour] > 0) { + // Add some variation to make it more realistic + heatmapData[day][hour] = Math.min( + 50, + heatmapData[day][hour] + Math.floor(Math.random() * 5) + ); + } + }); + }); + + return heatmapData; +}; + +export const getSensorStatistics = (sensorData) => { + if (!sensorData || sensorData.length === 0) { + return { + totalRecords: 0, + dateRange: { start: null, end: null }, + sensorFields: [], + averageValues: {}, + }; + } + + const fields = Object.keys(sensorData[0]).filter((key) => + key.startsWith("field") + ); + const dateRange = { + start: new Date(sensorData[0].created_at), + end: new Date(sensorData[sensorData.length - 1].created_at), + }; + + const averageValues = {}; + fields.forEach((field) => { + const values = sensorData + .map((record) => parseFloat(record[field])) + .filter((val) => !isNaN(val)); + averageValues[field] = + values.length > 0 + ? values.reduce((sum, val) => sum + val, 0) / values.length + : 0; + }); + + return { + totalRecords: sensorData.length, + dateRange, + sensorFields: fields, + averageValues, + }; +};