71 lines
No EOL
2 KiB
Python
71 lines
No EOL
2 KiB
Python
import holoviews as hv
|
|
import pandas as pd
|
|
|
|
from django.utils import timezone
|
|
|
|
from bokeh.models import HoverTool
|
|
from dateutil.relativedelta import relativedelta
|
|
|
|
from .models import Status, Mood
|
|
|
|
def moodstats(user, mindate=None, maxdate=None, days=7):
|
|
hv.extension('bokeh')
|
|
|
|
maxdate = maxdate or timezone.now()
|
|
mindate = mindate or (maxdate - relativedelta(days=days))
|
|
|
|
tooltips = [
|
|
('Date', '@date{%F %H:%M}'),
|
|
('Value', '@value')
|
|
]
|
|
|
|
formatters = {
|
|
'@date': 'datetime'
|
|
}
|
|
|
|
hover = HoverTool(tooltips=tooltips, formatters=formatters)
|
|
|
|
pointdict = {"date": [], "value": [], "color": []}
|
|
|
|
|
|
for status in Status.objects.filter(user=user, timestamp__gte=mindate, timestamp__lte=maxdate):
|
|
if status.mood:
|
|
pointdict["date"].append(status.timestamp)
|
|
pointdict["value"].append(status.mood.value)
|
|
pointdict["color"].append(status.mood.color)
|
|
|
|
pointframe = pd.DataFrame.from_dict(pointdict)
|
|
|
|
points = hv.Points(pointframe)
|
|
|
|
points.opts(
|
|
tools=[hover], color='color', cmap='Category20',
|
|
line_color='black', size=25,
|
|
width=600, height=400, show_grid=True,
|
|
title='Your Mood Entries')
|
|
|
|
pointtuples = [(pointdict["date"][i], pointdict["value"][i]) for i in range(len(pointdict["date"]))]
|
|
|
|
line = hv.Curve(pointtuples)
|
|
|
|
maxy = Mood.objects.filter(user=user).latest("value").value + 1
|
|
|
|
output = points * line
|
|
output.opts(tools=["xwheel_zoom"], ylim=(0, maxy))
|
|
|
|
return output
|
|
|
|
def activitystats(user, mindate=None, maxdate=None, days=7):
|
|
maxdate = maxdate or timezone.now()
|
|
mindate = mindate or (maxdate - relativedelta(days=days))
|
|
|
|
output = {}
|
|
|
|
for status in Status.objects.filter(user=user, timestamp__gte=mindate, timestamp__lte=maxdate):
|
|
for activity in status.activity_set:
|
|
if activity in output.keys():
|
|
output[activity] += 1
|
|
else:
|
|
output[activity] = 1
|
|
|
|
return output |