mirror of
https://github.com/deepseek-ai/DeepSeek-Coder.git
synced 2025-02-23 22:29:06 -05:00
Created using Colab
This commit is contained in:
Orrm23
parent
8d4fc8ea9c
commit
ff5950adb7
250
athelete_speed_dashboard5.ipynb
Normal file
250
athelete_speed_dashboard5.ipynb
Normal file
@ -0,0 +1,250 @@
|
|||||||
|
{
|
||||||
|
"nbformat": 4,
|
||||||
|
"nbformat_minor": 0,
|
||||||
|
"metadata": {
|
||||||
|
"colab": {
|
||||||
|
"provenance": [],
|
||||||
|
"authorship_tag": "ABX9TyM28NZ4aJk6pyCy9SgR04sk",
|
||||||
|
"include_colab_link": true
|
||||||
|
},
|
||||||
|
"kernelspec": {
|
||||||
|
"name": "python3",
|
||||||
|
"display_name": "Python 3"
|
||||||
|
},
|
||||||
|
"language_info": {
|
||||||
|
"name": "python"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"cells": [
|
||||||
|
{
|
||||||
|
"cell_type": "markdown",
|
||||||
|
"metadata": {
|
||||||
|
"id": "view-in-github",
|
||||||
|
"colab_type": "text"
|
||||||
|
},
|
||||||
|
"source": [
|
||||||
|
"<a href=\"https://colab.research.google.com/github/Orrm23/DeepSeek-Coder/blob/main/athelete_speed_dashboard5.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 2,
|
||||||
|
"metadata": {
|
||||||
|
"colab": {
|
||||||
|
"base_uri": "https://localhost:8080/",
|
||||||
|
"height": 1000
|
||||||
|
},
|
||||||
|
"id": "G2vIOdeGG43G",
|
||||||
|
"outputId": "801cc6d4-f269-4384-a7ba-f0398b656213"
|
||||||
|
},
|
||||||
|
"outputs": [
|
||||||
|
{
|
||||||
|
"output_type": "stream",
|
||||||
|
"name": "stdout",
|
||||||
|
"text": [
|
||||||
|
"Requirement already satisfied: pandas in /usr/local/lib/python3.11/dist-packages (2.2.2)\n",
|
||||||
|
"Collecting dash\n",
|
||||||
|
" Downloading dash-2.18.2-py3-none-any.whl.metadata (10 kB)\n",
|
||||||
|
"Requirement already satisfied: numpy>=1.23.2 in /usr/local/lib/python3.11/dist-packages (from pandas) (1.26.4)\n",
|
||||||
|
"Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas) (2.8.2)\n",
|
||||||
|
"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas) (2024.2)\n",
|
||||||
|
"Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas) (2025.1)\n",
|
||||||
|
"Collecting Flask<3.1,>=1.0.4 (from dash)\n",
|
||||||
|
" Downloading flask-3.0.3-py3-none-any.whl.metadata (3.2 kB)\n",
|
||||||
|
"Collecting Werkzeug<3.1 (from dash)\n",
|
||||||
|
" Downloading werkzeug-3.0.6-py3-none-any.whl.metadata (3.7 kB)\n",
|
||||||
|
"Requirement already satisfied: plotly>=5.0.0 in /usr/local/lib/python3.11/dist-packages (from dash) (5.24.1)\n",
|
||||||
|
"Collecting dash-html-components==2.0.0 (from dash)\n",
|
||||||
|
" Downloading dash_html_components-2.0.0-py3-none-any.whl.metadata (3.8 kB)\n",
|
||||||
|
"Collecting dash-core-components==2.0.0 (from dash)\n",
|
||||||
|
" Downloading dash_core_components-2.0.0-py3-none-any.whl.metadata (2.9 kB)\n",
|
||||||
|
"Collecting dash-table==5.0.0 (from dash)\n",
|
||||||
|
" Downloading dash_table-5.0.0-py3-none-any.whl.metadata (2.4 kB)\n",
|
||||||
|
"Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.11/dist-packages (from dash) (8.6.1)\n",
|
||||||
|
"Requirement already satisfied: typing-extensions>=4.1.1 in /usr/local/lib/python3.11/dist-packages (from dash) (4.12.2)\n",
|
||||||
|
"Requirement already satisfied: requests in /usr/local/lib/python3.11/dist-packages (from dash) (2.32.3)\n",
|
||||||
|
"Collecting retrying (from dash)\n",
|
||||||
|
" Downloading retrying-1.3.4-py3-none-any.whl.metadata (6.9 kB)\n",
|
||||||
|
"Requirement already satisfied: nest-asyncio in /usr/local/lib/python3.11/dist-packages (from dash) (1.6.0)\n",
|
||||||
|
"Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from dash) (75.1.0)\n",
|
||||||
|
"Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask<3.1,>=1.0.4->dash) (3.1.5)\n",
|
||||||
|
"Requirement already satisfied: itsdangerous>=2.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask<3.1,>=1.0.4->dash) (2.2.0)\n",
|
||||||
|
"Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from Flask<3.1,>=1.0.4->dash) (8.1.8)\n",
|
||||||
|
"Requirement already satisfied: blinker>=1.6.2 in /usr/local/lib/python3.11/dist-packages (from Flask<3.1,>=1.0.4->dash) (1.9.0)\n",
|
||||||
|
"Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.11/dist-packages (from plotly>=5.0.0->dash) (9.0.0)\n",
|
||||||
|
"Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from plotly>=5.0.0->dash) (24.2)\n",
|
||||||
|
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n",
|
||||||
|
"Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from Werkzeug<3.1->dash) (3.0.2)\n",
|
||||||
|
"Requirement already satisfied: zipp>=3.20 in /usr/local/lib/python3.11/dist-packages (from importlib-metadata->dash) (3.21.0)\n",
|
||||||
|
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->dash) (3.4.1)\n",
|
||||||
|
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests->dash) (3.10)\n",
|
||||||
|
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->dash) (2.3.0)\n",
|
||||||
|
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests->dash) (2024.12.14)\n",
|
||||||
|
"Downloading dash-2.18.2-py3-none-any.whl (7.8 MB)\n",
|
||||||
|
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m61.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
||||||
|
"\u001b[?25hDownloading dash_core_components-2.0.0-py3-none-any.whl (3.8 kB)\n",
|
||||||
|
"Downloading dash_html_components-2.0.0-py3-none-any.whl (4.1 kB)\n",
|
||||||
|
"Downloading dash_table-5.0.0-py3-none-any.whl (3.9 kB)\n",
|
||||||
|
"Downloading flask-3.0.3-py3-none-any.whl (101 kB)\n",
|
||||||
|
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m101.7/101.7 kB\u001b[0m \u001b[31m8.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
||||||
|
"\u001b[?25hDownloading werkzeug-3.0.6-py3-none-any.whl (227 kB)\n",
|
||||||
|
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m228.0/228.0 kB\u001b[0m \u001b[31m17.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
||||||
|
"\u001b[?25hDownloading retrying-1.3.4-py3-none-any.whl (11 kB)\n",
|
||||||
|
"Installing collected packages: dash-table, dash-html-components, dash-core-components, Werkzeug, retrying, Flask, dash\n",
|
||||||
|
" Attempting uninstall: Werkzeug\n",
|
||||||
|
" Found existing installation: Werkzeug 3.1.3\n",
|
||||||
|
" Uninstalling Werkzeug-3.1.3:\n",
|
||||||
|
" Successfully uninstalled Werkzeug-3.1.3\n",
|
||||||
|
" Attempting uninstall: Flask\n",
|
||||||
|
" Found existing installation: Flask 3.1.0\n",
|
||||||
|
" Uninstalling Flask-3.1.0:\n",
|
||||||
|
" Successfully uninstalled Flask-3.1.0\n",
|
||||||
|
"Successfully installed Flask-3.0.3 Werkzeug-3.0.6 dash-2.18.2 dash-core-components-2.0.0 dash-html-components-2.0.0 dash-table-5.0.0 retrying-1.3.4\n"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"output_type": "display_data",
|
||||||
|
"data": {
|
||||||
|
"text/plain": [
|
||||||
|
"<IPython.core.display.Javascript object>"
|
||||||
|
],
|
||||||
|
"application/javascript": [
|
||||||
|
"(async (port, path, width, height, cache, element) => {\n",
|
||||||
|
" if (!google.colab.kernel.accessAllowed && !cache) {\n",
|
||||||
|
" return;\n",
|
||||||
|
" }\n",
|
||||||
|
" element.appendChild(document.createTextNode(''));\n",
|
||||||
|
" const url = await google.colab.kernel.proxyPort(port, {cache});\n",
|
||||||
|
" const iframe = document.createElement('iframe');\n",
|
||||||
|
" iframe.src = new URL(path, url).toString();\n",
|
||||||
|
" iframe.height = height;\n",
|
||||||
|
" iframe.width = width;\n",
|
||||||
|
" iframe.style.border = 0;\n",
|
||||||
|
" iframe.allow = [\n",
|
||||||
|
" 'accelerometer',\n",
|
||||||
|
" 'autoplay',\n",
|
||||||
|
" 'camera',\n",
|
||||||
|
" 'clipboard-read',\n",
|
||||||
|
" 'clipboard-write',\n",
|
||||||
|
" 'gyroscope',\n",
|
||||||
|
" 'magnetometer',\n",
|
||||||
|
" 'microphone',\n",
|
||||||
|
" 'serial',\n",
|
||||||
|
" 'usb',\n",
|
||||||
|
" 'xr-spatial-tracking',\n",
|
||||||
|
" ].join('; ');\n",
|
||||||
|
" element.appendChild(iframe);\n",
|
||||||
|
" })(8050, \"/\", \"100%\", 650, false, window.element)"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"metadata": {}
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"# prompt: create visual dashboarch for speed analysis using rpm for atheletes speed analysis device where we calculate athelets speed through revolution per minute through absolute encoder sensor live\n",
|
||||||
|
"\n",
|
||||||
|
"# Install necessary libraries\n",
|
||||||
|
"!pip install pandas dash\n",
|
||||||
|
"\n",
|
||||||
|
"import pandas as pd\n",
|
||||||
|
"import dash\n",
|
||||||
|
"from dash import dcc, html, Input, Output\n",
|
||||||
|
"import plotly.graph_objs as go\n",
|
||||||
|
"import time\n",
|
||||||
|
"import random\n",
|
||||||
|
"\n",
|
||||||
|
"# Simulate live data from the RPM sensor (replace with actual data source)\n",
|
||||||
|
"def get_rpm_data():\n",
|
||||||
|
" \"\"\"Simulates reading RPM data from a sensor.\n",
|
||||||
|
"\n",
|
||||||
|
" Returns:\n",
|
||||||
|
" float: A random RPM value between 0 and 100.\n",
|
||||||
|
" \"\"\"\n",
|
||||||
|
" return random.uniform(0, 100)\n",
|
||||||
|
"\n",
|
||||||
|
"def calculate_speed(rpm, wheel_radius_meters=0.3):\n",
|
||||||
|
" \"\"\"Calculates speed based on RPM and wheel radius.\n",
|
||||||
|
"\n",
|
||||||
|
" Args:\n",
|
||||||
|
" rpm (float): Revolutions per minute.\n",
|
||||||
|
" wheel_radius_meters (float): Radius of the wheel in meters.\n",
|
||||||
|
"\n",
|
||||||
|
" Returns:\n",
|
||||||
|
" float: Speed in meters per second.\n",
|
||||||
|
" \"\"\"\n",
|
||||||
|
" circumference = 2 * 3.14159 * wheel_radius_meters\n",
|
||||||
|
" speed_mps = (rpm * circumference) / 60\n",
|
||||||
|
" return speed_mps\n",
|
||||||
|
"\n",
|
||||||
|
"# Initialize the Dash app\n",
|
||||||
|
"app = dash.Dash(__name__)\n",
|
||||||
|
"\n",
|
||||||
|
"# Layout of the dashboard\n",
|
||||||
|
"app.layout = html.Div([\n",
|
||||||
|
" html.H1(\"Athlete Speed Analysis Dashboard\"),\n",
|
||||||
|
"\n",
|
||||||
|
" html.Div([\n",
|
||||||
|
" html.Div([\n",
|
||||||
|
" html.H3(\"Real-time RPM\"),\n",
|
||||||
|
" html.Div(id=\"rpm-value\", style={'fontSize': 24}),\n",
|
||||||
|
" ], style={'width': '30%', 'display': 'inline-block'}),\n",
|
||||||
|
" html.Div([\n",
|
||||||
|
" html.H3(\"Real-time Speed (m/s)\"),\n",
|
||||||
|
" html.Div(id=\"speed-value\", style={'fontSize': 24}),\n",
|
||||||
|
" ], style={'width': '30%', 'display': 'inline-block'}),\n",
|
||||||
|
" html.Div([\n",
|
||||||
|
" html.H3(\"Live Graph\"),\n",
|
||||||
|
" dcc.Graph(id=\"live-graph\"),\n",
|
||||||
|
" ], style={'width': '100%', 'display': 'inline-block'}),\n",
|
||||||
|
"\n",
|
||||||
|
" ]),\n",
|
||||||
|
" dcc.Interval(\n",
|
||||||
|
" id='interval-component',\n",
|
||||||
|
" interval=1000, # in milliseconds\n",
|
||||||
|
" n_intervals=0\n",
|
||||||
|
" )\n",
|
||||||
|
"])\n",
|
||||||
|
"\n",
|
||||||
|
"# Callback to update the live data and graph\n",
|
||||||
|
"@app.callback(\n",
|
||||||
|
" [Output(\"rpm-value\", \"children\"),\n",
|
||||||
|
" Output(\"speed-value\", \"children\"),\n",
|
||||||
|
" Output(\"live-graph\", \"figure\")],\n",
|
||||||
|
" Input(\"interval-component\", \"n_intervals\")\n",
|
||||||
|
")\n",
|
||||||
|
"def update_data(n):\n",
|
||||||
|
" # Simulate live data\n",
|
||||||
|
" rpm = get_rpm_data()\n",
|
||||||
|
" speed = calculate_speed(rpm)\n",
|
||||||
|
"\n",
|
||||||
|
" # Data for the graph\n",
|
||||||
|
" global data_points\n",
|
||||||
|
" if 'data_points' not in globals():\n",
|
||||||
|
" data_points = []\n",
|
||||||
|
" data_points.append({'rpm':rpm,'speed':speed})\n",
|
||||||
|
" else:\n",
|
||||||
|
" data_points.append({'rpm':rpm,'speed':speed})\n",
|
||||||
|
"\n",
|
||||||
|
" if len(data_points) > 50:\n",
|
||||||
|
" data_points.pop(0)\n",
|
||||||
|
"\n",
|
||||||
|
" df = pd.DataFrame(data_points)\n",
|
||||||
|
"\n",
|
||||||
|
" # Create the graph\n",
|
||||||
|
" graph = go.Figure()\n",
|
||||||
|
" graph.add_trace(go.Scatter(x=df.index, y=df['rpm'], mode='lines+markers', name='RPM'))\n",
|
||||||
|
" graph.add_trace(go.Scatter(x=df.index, y=df['speed'], mode='lines+markers', name='Speed (m/s)'))\n",
|
||||||
|
"\n",
|
||||||
|
" graph.update_layout(title='RPM and Speed over Time',\n",
|
||||||
|
" xaxis_title='Time',\n",
|
||||||
|
" yaxis_title='Value')\n",
|
||||||
|
"\n",
|
||||||
|
" return f\"{rpm:.2f}\", f\"{speed:.2f}\", graph\n",
|
||||||
|
"\n",
|
||||||
|
"# Run the app\n",
|
||||||
|
"if __name__ == '__main__':\n",
|
||||||
|
" app.run_server(debug=True, use_reloader=False) # use_reloader = false to avoid running twice in colab\n"
|
||||||
|
]
|
||||||
|
}
|
||||||
|
]
|
||||||
|
}
|
||||||
Loading…
Reference in New Issue
Block a user