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authorLukas Metzger2020-05-23 14:48:57 +0200
committerLukas Metzger2020-05-23 14:48:57 +0200
commit538d843b76ccf935e805c034013509c1e3577925 (patch)
tree10064b73bc368159966f36e0bae6985f731cf7c4 /pages/machines.py
parentFix ids to be unique (diff)
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Added machine information and some minor fixes
Diffstat (limited to 'pages/machines.py')
-rw-r--r--pages/machines.py209
1 files changed, 209 insertions, 0 deletions
diff --git a/pages/machines.py b/pages/machines.py
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+++ b/pages/machines.py
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+#!/usr/bin/env python3
+
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_bootstrap_components as dbc
+from dash.dependencies import Input, Output
+
+import plotly.graph_objects as go
+
+import datetime as dt
+from natsort import natsorted
+
+import db
+from app import app
+
+def layout():
+ return dbc.Container(fluid=True, children=[
+ dbc.Row([
+ dbc.Col(width=12, lg=1, children=[
+ dcc.Dropdown(
+ id='machines-days',
+ options=[{'label': '{} days'.format(d), 'value': d} for d in [7, 30, 90]],
+ value=7,
+ clearable=False
+ )
+ ]),
+ dbc.Col(width=12, lg=3, children=[
+ dcc.DatePickerSingle(
+ id='machines-date',
+ date=get_newest_date(),
+ display_format='DD-MM-YYYY',
+ max_date_allowed=get_newest_date(),
+ initial_visible_month=get_newest_date(),
+ first_day_of_week=1
+ ),
+ ]),
+ dbc.Col(width=12, lg=6, children=[
+ dcc.Dropdown(
+ id='machines-satellites',
+ options=[{'label': s, 'value': s} for s in get_satellites()],
+ multi=True,
+ value=[],
+ placeholder='All Satellites'
+ )
+ ])
+ ]),
+ dbc.Row([dbc.Col([
+ dcc.Graph(id='machines-graph-location')
+ ])]),
+ dbc.Row([
+ dbc.Col(width=12, md=6, xl=4, children=[
+ dcc.Graph(id='machines-graph-ram')
+ ]),
+ dbc.Col(width=12, md=6, xl=4, children=[
+ dcc.Graph(id='machines-graph-realcores')
+ ]),
+ dbc.Col(width=12, md=6, xl=4, children=[
+ dcc.Graph(id='machines-graph-kvmstate')
+ ]),
+ dbc.Col(width=12, xl=6, children=[
+ dcc.Graph(id='machines-graph-cpumodel')
+ ]),
+ dbc.Col(width=12, xl=6, children=[
+ dcc.Graph(id='machines-graph-systemmodel')
+ ])
+ ])
+ ])
+
+@app.callback(Output('machines-graph-location', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_location(days, date, satellites):
+ dbcon = db.getConnection()
+ cursor = dbcon.cursor()
+
+ stmt = """
+ SELECT m.value, m.count
+ FROM reports r
+ JOIN machine m ON r.id = m.report
+ WHERE r.date = (SELECT date FROM reports WHERE date >= %s ORDER BY date ASC LIMIT 1)
+ AND m.days = %s AND m.property = 'location'
+ """
+ stmt_end = """ ORDER BY m.count DESC"""
+
+ if len(satellites) > 0:
+ formatStrings = ','.join(['%s'] * len(satellites))
+ cursor.execute(stmt + ' AND r.ip IN ({})'.format(formatStrings) + stmt_end, tuple([date, days] + satellites))
+ else:
+ cursor.execute(stmt + stmt_end, (date, days))
+
+ data = cursor.fetchall()
+
+ db.closeConnection(dbcon)
+
+ figure = go.Figure()
+ figure.add_trace(go.Bar(
+ x=[item['value'][0:9] for item in data],
+ y=[item['count'] for item in data]
+ ))
+ figure.update_layout(
+ title_text = 'Locations'
+ )
+ return figure
+
+@app.callback(Output('machines-graph-cpumodel', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_cpumodel(days, date, satellites):
+ return make_graph(days, date, satellites, 'cpumodel', 'CPU', typ='bar', height=600)
+
+@app.callback(Output('machines-graph-realcores', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_realcores(days, date, satellites):
+ return make_graph(days, date, satellites, 'realcores', 'Cores', unit=' Cores')
+
+@app.callback(Output('machines-graph-ram', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_ram(days, date, satellites):
+ return make_graph(days, date, satellites, 'ram', 'RAM', unit=' GB')
+
+@app.callback(Output('machines-graph-systemmodel', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_systemmodel(days, date, satellites):
+ return make_graph(days, date, satellites, 'systemmodel', 'System Model', typ='bar', height=600)
+
+@app.callback(Output('machines-graph-kvmstate', 'figure'),
+ [Input('machines-days', 'value'),
+ Input('machines-date', 'date'),
+ Input('machines-satellites', 'value')])
+def make_graph_kvmstate(days, date, satellites):
+ return make_graph(days, date, satellites, 'kvmstate', 'KVM State')
+
+
+def make_graph(days, date, satellites, prop, title, unit='', typ='pie', height=450):
+ dbcon = db.getConnection()
+ cursor = dbcon.cursor()
+
+ stmt = """
+ SELECT m.value, SUM(m.count) AS count
+ FROM reports r
+ JOIN machine m ON r.id = m.report
+ WHERE r.date = (SELECT date FROM reports WHERE date >= %s ORDER BY date ASC LIMIT 1)
+ AND m.days = %s AND m.property = %s
+ """
+ stmt_end = """ GROUP BY m.value"""
+
+ if len(satellites) > 0:
+ formatStrings = ','.join(['%s'] * len(satellites))
+ cursor.execute(stmt + ' AND r.ip IN ({})'.format(formatStrings) + stmt_end, tuple([date, days, prop] + satellites))
+ else:
+ cursor.execute(stmt + stmt_end, (date, days, prop))
+
+ data = cursor.fetchall()
+ data = natsorted(data, key = lambda x: x['value' if typ=='pie' else 'count'])
+
+ db.closeConnection(dbcon)
+
+ figure = go.Figure()
+ if typ == 'pie':
+ figure.add_trace(go.Pie(
+ labels=[item['value'] + unit for item in data],
+ values=[item['count'] for item in data],
+ hole=0.3,
+ sort=False,
+ textinfo='label',
+ direction='clockwise'
+ ))
+ elif typ == 'bar':
+ figure.add_trace(go.Bar(
+ y=[item['value'] + unit for item in data],
+ x=[item['count'] for item in data],
+ orientation='h'
+ ))
+ figure.update_layout(
+ title_text = title,
+ height = height,
+ yaxis_automargin=True
+ )
+ return figure
+
+def get_satellites():
+ dbcon = db.getConnection()
+ cursor = dbcon.cursor()
+
+ cursor.execute("""SELECT DISTINCT ip FROM reports""")
+
+ data = [item['ip'] for item in cursor.fetchall()]
+
+ db.closeConnection(dbcon)
+ return data
+
+def get_newest_date():
+ dbcon = db.getConnection()
+ cursor = dbcon.cursor()
+
+ cursor.execute("""SELECT date FROM reports ORDER BY date DESC LIMIT 1""")
+
+ data = cursor.fetchall()
+
+ db.closeConnection(dbcon)
+ return data[0]['date']