Plot timeseries
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28a7bbd4f3
commit
55a86772e0
140
dashboard.py
140
dashboard.py
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@ -1,5 +1,7 @@
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import datetime
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import json
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import logging
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import math
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import time
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from flask import (Flask, request, jsonify, abort, render_template_string, render_template)
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@ -114,6 +116,144 @@ class TimeSeries(Widget):
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super().__init__(d)
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pass
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def as_html(self):
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def t2x(t):
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x = n - math.log((t_last - t) / (n*dt) + 1) * n / k
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return x
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data = self.lts.data
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n = len(data)
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t_last = data[-1][0]
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dt = (t_last - data[-5][0]) / 4
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k = math.log((t_last - data[0][0]) / dt / n + 1)
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max_value = max([d[1] for d in self.lts.data])
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max_value = max(max_value, 0.001) # ensure positive
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v_data = []
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for i in range(n):
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t = data[i][0]
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x = t2x(t)
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t_h = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(t))
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#print(t, t_h, x)
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v_data.append({"t": t, "v": data[i][1], "x": x, "y": (1 - data[i][1]/max_value) * 200})
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tickmarks = []
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t = v_data[-1]["t"]
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x = v_data[-1]["x"]
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d = datetime.datetime.fromtimestamp(t)
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tickmarks.append({"t": t, "t_h": d.strftime("%Y-%m-%d %H:%M:%S"), "x": x})
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steps = ("s", "m", "h", "D", "M", "Y")
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step_i = 0
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while True:
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t0 = tickmarks[-1]["t"]
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x0 = tickmarks[-1]["x"]
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d0 = datetime.datetime.fromtimestamp(t0)
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if steps[step_i] == "s":
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d1 = datetime.datetime(d0.year, d0.month, d0.day, d0.hour, d0.minute, d0.second)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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d1 -= datetime.timedelta(seconds=1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if steps[step_i] == "m":
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d1 = datetime.datetime(d0.year, d0.month, d0.day, d0.hour, d0.minute)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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d1 -= datetime.timedelta(minutes=1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if steps[step_i] == "h":
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d1 = datetime.datetime(d0.year, d0.month, d0.day, d0.hour)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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d1 -= datetime.timedelta(hours=1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if steps[step_i] == "D":
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d1 = datetime.datetime(d0.year, d0.month, d0.day)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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d1 -= datetime.timedelta(days=1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if steps[step_i] == "M":
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d1 = datetime.datetime(d0.year, d0.month, 1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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if d1.month > 1:
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d1 = datetime.datetime(d1.year, d1.month-1, 1)
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else:
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d1 = datetime.datetime(d1.year-1, 12, 1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if steps[step_i] == "Y":
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d1 = datetime.datetime(d0.year, 1, 1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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d1 = datetime.datetime(d1.year-1, 1, 1)
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t1 = d1.timestamp()
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x1 = t2x(t1)
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if x0 - x1 < 20:
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step_i += 1
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continue
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if x1 < 0:
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break
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tickmarks.append({"t": t1, "t_h": d1.strftime("%Y-%m-%d %H:%M:%S"), "x": x1})
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if tickmarks[-1]["x"] > 20:
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t = v_data[0]["t"]
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x = v_data[0]["x"]
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d = datetime.datetime.fromtimestamp(t)
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tickmarks.append({"t": t, "t_h": d.strftime("%Y-%m-%d %H:%M:%S"), "x": x})
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self.x_tickmarks = tickmarks
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self.y_tickmarks = []
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step = 10 ** math.floor(math.log10(max_value))
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v = 0
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while v < max_value:
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self.y_tickmarks.append({"y": (1 - v/max_value) * 200, "v_h": str(v)})
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v += step
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html = ""
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html += "<svg width=1200 height=300>"
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for tm in self.x_tickmarks:
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html += f"<line x1={tm['x']} y1=0 x2={tm['x']} y2=200 stroke='#CCC' />"
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html += f"<text transform='translate({tm['x']}, 210) rotate(30)' fill='#888'>{tm['t_h']}</text>"
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for tm in self.y_tickmarks:
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html += f"<line x1=0 y1={tm['y']} x2=1000 y2={tm['y']} stroke='#CCC' />"
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html += f"<text x=1005 y={tm['y']} fill='#888'>{tm['v_h']}</text>"
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for v in v_data:
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html += f"<circle cx={v['x']} cy={v['y']} r=3 fill='#00F' />"
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html += "</svg>"
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return Markup(html)
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class Gauge(Widget):
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def __init__(self, d):
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super().__init__(d)
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