Testing stats dashboard
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96
app.py
96
app.py
@ -12,6 +12,10 @@ import rebrick #rebrickable api
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import requests # request img from web
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import shutil # save img locally
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import eventlet
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from collections import defaultdict
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import plotly.express as px
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import pandas as pd
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from downloadRB import download_and_unzip,get_nil_images,get_retired_sets
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from db import initialize_database,get_rows,delete_tables
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from werkzeug.middleware.proxy_fix import ProxyFix
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@ -1085,5 +1089,97 @@ def save_number(tmp):
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return Response(status=204)
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@app.route('/dashboard')
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def dashboard():
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# Connect to the SQLite database
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conn = sqlite3.connect('app.db')
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cursor = conn.cursor()
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# Execute the query
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cursor.execute("SELECT year, set_num, theme_id FROM sets")
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rows = cursor.fetchall()
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# Initialize defaultdict to count occurrences
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theme_counts = defaultdict(int)
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year_counts = defaultdict(int)
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# Count unique occurrences (removing duplicates)
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seen = set() # To track unique combinations
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for year, set_num, theme_id in rows:
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# Create a unique identifier for each entry
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entry_id = f"{year}-{set_num}-{theme_id}"
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if entry_id not in seen:
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theme_counts[theme_id] += 1
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year_counts[year] += 1
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seen.add(entry_id)
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# Convert to regular dictionaries and sort
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sets_by_theme = dict(sorted(
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{k: v for k, v in theme_counts.items() if v > 1}.items()
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))
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sets_by_year = dict(sorted(
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{k: v for k, v in year_counts.items() if v > 0}.items()
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))
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# Graphs using Plotly
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fig_sets_by_theme = px.bar(
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x=list(sets_by_theme.keys()),
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y=list(sets_by_theme.values()),
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labels={'x': 'Theme ID', 'y': 'Number of Sets'},
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title='Number of Sets by Theme'
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)
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fig_sets_by_year = px.line(
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x=list(sets_by_year.keys()),
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y=list(sets_by_year.values()),
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labels={'x': 'Year', 'y': 'Number of Sets'},
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title='Number of Sets Released Per Year'
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)
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most_frequent_parts = {
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"Brick 1 x 1": 866,
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"Plate 1 x 1": 782,
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"Plate 1 x 2": 633,
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"Plate Round 1 x 1 with Solid Stud": 409,
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"Tile 1 x 2 with Groove": 382,
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}
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minifigs_by_set = {"10217-1": 12, "7595-1": 8, "10297-1": 7, "21338-1": 4, "4865-1": 4}
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missing_parts_by_set = {"10297-1": 4, "10280-1": 1, "21301-1": 1, "21338-1": 1, "7595-1": 1}
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fig_parts = px.bar(
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x=list(most_frequent_parts.keys()),
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y=list(most_frequent_parts.values()),
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labels={'x': 'Part Name', 'y': 'Quantity'},
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title='Most Frequent Parts'
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)
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fig_minifigs = px.bar(
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x=list(minifigs_by_set.keys()),
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y=list(minifigs_by_set.values()),
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labels={'x': 'Set Number', 'y': 'Number of Minifigures'},
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title='Minifigures by Set'
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)
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fig_missing_parts = px.bar(
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x=list(missing_parts_by_set.keys()),
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y=list(missing_parts_by_set.values()),
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labels={'x': 'Set Number', 'y': 'Missing Parts Count'},
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title='Missing Parts by Set'
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)
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# Convert graphs to HTML
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graphs = {
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"sets_by_theme": fig_sets_by_theme.to_html(full_html=False),
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"sets_by_year": fig_sets_by_year.to_html(full_html=False),
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"parts": fig_parts.to_html(full_html=False),
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"minifigs": fig_minifigs.to_html(full_html=False),
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"missing_parts": fig_missing_parts.to_html(full_html=False),
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}
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return render_template("dashboard.html", graphs=graphs)
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if __name__ == '__main__':
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socketio.run(app.run(host='0.0.0.0', debug=True, port=3333))
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@ -1,6 +1,8 @@
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flask
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flask_socketio
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pathlib
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plotly
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pandas
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numpy
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rebrick
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requests
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60
templates/dashboard.html
Normal file
60
templates/dashboard.html
Normal file
@ -0,0 +1,60 @@
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<!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 name="viewport" content="width=device-width, initial-scale=1.0">
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<title>LEGO Dashboard</title>
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<script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
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<style>
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body {
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font-family: Arial, sans-serif;
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margin: 20px;
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background-color: #f4f4f4;
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}
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h1 {
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text-align: center;
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color: #333;
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}
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.chart-container {
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margin-bottom: 50px;
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background-color: #fff;
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padding: 20px;
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border-radius: 8px;
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box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
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}
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.chart-container h2 {
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text-align: center;
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color: #555;
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}
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</style>
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</head>
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<body>
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<h1>LEGO Dashboard</h1>
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<div class="chart-container">
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<h2>Sets by Theme</h2>
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{{ graphs['sets_by_theme']|safe }}
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</div>
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<div class="chart-container">
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<h2>Sets Released Per Year</h2>
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{{ graphs['sets_by_year']|safe }}
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</div>
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<div class="chart-container">
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<h2>Most Frequent Parts</h2>
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{{ graphs['parts']|safe }}
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</div>
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<div class="chart-container">
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<h2>Minifigures by Set</h2>
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{{ graphs['minifigs']|safe }}
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</div>
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<div class="chart-container">
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<h2>Missing Parts by Set</h2>
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{{ graphs['missing_parts']|safe }}
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</div>
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</body>
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</html>
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