def do_charts(self, facts):
all_categories = self.popular_categories
#the single "totals" (by category) bar
category_sums = stuff.totals(facts, lambda fact: fact["category"],
lambda fact: stuff.duration_minutes(fact["delta"]) / 60.0)
category_totals = [category_sums.get(cat, 0)
for cat in all_categories]
category_keys = ["%s %.1f" % (cat, category_sums.get(cat, 0.0))
for cat in all_categories]
self.category_chart.plot([_("Total")],
[category_totals],
stack_keys = category_keys)
# day / category chart
all_days = [self.start_date + dt.timedelta(i)
for i in range((self.end_date - self.start_date).days + 1)]
by_date_cat = stuff.totals(facts,
lambda fact: (fact["date"],
fact["category"]),
lambda fact: stuff.duration_minutes(fact["delta"]) / 60.0)
res = [[by_date_cat.get((day, cat), 0)
for cat in all_categories] for day in all_days]
#show days or dates depending on scale
if (self.end_date - self.start_date).days < 20:
day_keys = [day.strftime("%a") for day in all_days]
else:
day_keys = [_("%(m_b)s %(m_d)s") % stuff.dateDict(day, "m_") for day in all_days]
self.day_chart.plot(day_keys, res, stack_keys = all_categories)
#totals by activity, disguised under a stacked bar chart to get category colors
activity_sums = stuff.totals(facts,
lambda fact: (fact["name"],
fact["category"]),
lambda fact: stuff.duration_minutes(fact["delta"]))
by_duration = sorted(activity_sums.items(),
key = lambda x: x[1],
reverse = True)
by_duration_keys = [entry[0][0] for entry in by_duration]
category_sums = [[entry[1] / 60.0 * (entry[0][1] == cat)
for cat in all_categories] for entry in by_duration]
self.activity_chart.plot(by_duration_keys,
category_sums,
stack_keys = all_categories)
def stats(self, year = None):
facts = self.stat_facts
if year:
facts = filter(lambda fact: fact["start_time"].year == year,
facts)
if not facts or (facts[-1]["start_time"] - facts[0]["start_time"]) < dt.timedelta(days=6):
self.get_widget("statistics_box").hide()
self.get_widget("explore_controls").hide()
label = self.get_widget("not_enough_records_label")
if not facts:
label.set_text(_("""There is no data to generate statistics yet.
A week of usage would be nice!"""))
else:
label.set_text(_("Still collecting data - check back after a week has passed!"))
label.show()
return
else:
self.get_widget("statistics_box").show()
self.get_widget("explore_controls").show()
self.get_widget("not_enough_records_label").hide()
# All dates in the scope
self.timeline.draw(facts)
# Totals by category
categories = stuff.totals(facts,
lambda fact: fact["category"],
lambda fact: fact['delta'].seconds / 60 / 60.0)
category_keys = sorted(categories.keys())
categories = [categories[key] for key in category_keys]
self.chart_category_totals.plot(category_keys, categories)
# Totals by weekday
weekdays = stuff.totals(facts,
lambda fact: (fact["start_time"].weekday(),
fact["start_time"].strftime("%a")),
lambda fact: fact['delta'].seconds / 60 / 60.0)
weekday_keys = sorted(weekdays.keys(), key = lambda x: x[0]) #sort
weekdays = [weekdays[key] for key in weekday_keys] #get values in the order
weekday_keys = [key[1] for key in weekday_keys] #now remove the weekday and keep just the abbreviated one
self.chart_weekday_totals.plot(weekday_keys, weekdays)
split_minutes = 5 * 60 + 30 #the mystical hamster midnight
# starts and ends by weekday
by_weekday = {}
for date, date_facts in groupby(facts, lambda fact: fact["start_time"].date()):
date_facts = list(date_facts)
weekday = (date_facts[0]["start_time"].weekday(),
date_facts[0]["start_time"].strftime("%a"))
by_weekday.setdefault(weekday, [])
start_times, end_times = [], []
for fact in date_facts:
start_time = fact["start_time"].time()
start_time = start_time.hour * 60 + start_time.minute
if fact["end_time"]:
end_time = fact["end_time"].time()
end_time = end_time.hour * 60 + end_time.minute
if start_time < split_minutes:
start_time += 24 * 60
if end_time < start_time:
end_time += 24 * 60
start_times.append(start_time)
end_times.append(end_time)
if start_times and end_times:
by_weekday[weekday].append((min(start_times), max(end_times)))
for day in by_weekday:
by_weekday[day] = (sum([fact[0] for fact in by_weekday[day]]) / len(by_weekday[day]),
sum([fact[1] for fact in by_weekday[day]]) / len(by_weekday[day]))
min_weekday = min([by_weekday[day][0] for day in by_weekday])
max_weekday = max([by_weekday[day][1] for day in by_weekday])
weekday_keys = sorted(by_weekday.keys(), key = lambda x: x[0])
weekdays = [by_weekday[key] for key in weekday_keys]
weekday_keys = [key[1] for key in weekday_keys] # get rid of the weekday number as int
# starts and ends by category
by_category = {}
for date, date_facts in groupby(facts, lambda fact: fact["start_time"].date()):
date_facts = sorted(list(date_facts), key = lambda x: x["category"])
for category, category_facts in groupby(date_facts, lambda x: x["category"]):
category_facts = list(category_facts)
by_category.setdefault(category, [])
start_times, end_times = [], []
for fact in category_facts:
start_time = fact["start_time"]
start_time = start_time.hour * 60 + start_time.minute
if fact["end_time"]:
end_time = fact["end_time"].time()
end_time = end_time.hour * 60 + end_time.minute
if start_time < split_minutes:
start_time += 24 * 60
if end_time < start_time:
end_time += 24 * 60
start_times.append(start_time)
end_times.append(end_time)
if start_times and end_times:
by_category[category].append((min(start_times), max(end_times)))
for cat in by_category:
by_category[cat] = (sum([fact[0] for fact in by_category[cat]]) / len(by_category[cat]),
sum([fact[1] for fact in by_category[cat]]) / len(by_category[cat]))
min_category = min([by_category[day][0] for day in by_category])
max_category = max([by_category[day][1] for day in by_category])
category_keys = sorted(by_category.keys(), key = lambda x: x[0])
categories = [by_category[key] for key in category_keys]
#get starting and ending hours for graph and turn them into exact hours that divide by 3
min_hour = min([min_weekday, min_category]) / 60 * 60
max_hour = max([max_weekday, max_category]) / 60 * 60
self.chart_weekday_starts_ends.plot_day(weekday_keys, weekdays, min_hour, max_hour)
self.chart_category_starts_ends.plot_day(category_keys, categories, min_hour, max_hour)
#now the factoids!
summary = ""
# first record
if not year:
#date format for case when year has not been selected
first_date = _("%(first_b)s %(first_d)s, %(first_Y)s") % \
stuff.dateDict(facts[0]["start_time"], "first_")
else:
#date format when year has been selected
first_date = _("%(first_b)s %(first_d)s") % \
stuff.dateDict(facts[0]["start_time"], "first_")
summary += _("First activity was recorded on %s.") % \
("<b>%s</b>" % first_date)
# total time tracked
total_delta = dt.timedelta(days=0)
for fact in facts:
total_delta += fact["delta"]
if total_delta.days > 1:
summary += " " + _("""Time tracked so far is %(human_days)s human days \
(%(human_years)s years) or %(working_days)s working days \
(%(working_years)s years).""") % \
({"human_days": ("<b>%d</b>" % total_delta.days),
"human_years": ("<b>%.2f</b>" % (total_delta.days / 365.0)),
"working_days": ("<b>%d</b>" % (total_delta.days * 3)), # 8 should be pretty much an average working day
"working_years": ("<b>%.2f</b>" % (total_delta.days * 3 / 365.0))})
# longest fact
max_fact = None
for fact in facts:
if not max_fact or fact["delta"] > max_fact["delta"]:
max_fact = fact
datedict = stuff.dateDict(max_fact["start_time"], "max_")
datedict["hours"] = "<b>%.1f</b>" % (max_fact["delta"].seconds / 60 / 60.0
+ max_fact["delta"].days * 24)
summary += "\n" + _("Longest continuous work happened on \
%(max_b)s %(max_d)s, %(max_Y)s and was %(hours)s hours.") % datedict
# total records (in selected scope)
summary += " " + _("There are %s records.") % ("<b>%d</b>" % len(facts))
early_start, early_end = dt.time(5,0), dt.time(9,0)
late_start, late_end = dt.time(20,0), dt.time(5,0)
fact_count = len(facts)
def percent(condition):
matches = [fact for fact in facts if condition(fact)]
return round(len(matches) / float(fact_count) * 100)
early_percent = percent(lambda fact: early_start < fact["start_time"].time() < early_end)
late_percent = percent(lambda fact: fact["start_time"].time() > late_start or fact["start_time"].time() < late_end)
short_percent = percent(lambda fact: fact["delta"] <= dt.timedelta(seconds = 60 * 15))
if fact_count < 100:
summary += "\n\n" + _("Hamster would like to observe you some more!")
elif early_percent >= 20:
summary += "\n\n" + _("With %s percent of all facts starting before \
9am you seem to be an early bird." % ("<b>%d</b>" % early_percent))
elif late_percent >= 20:
summary += "\n\n" + _("With %s percent of all facts starting after \
11pm you seem to be a night owl." % ("<b>%d</b>" % late_percent))
elif short_percent >= 20:
summary += "\n\n" + _("With %s percent of all tasks being shorter \
than 15 minutes you seem to be a busy bee." % ("<b>%d</b>" % short_percent))
self.explore_summary.set_text(summary)
def init_stats(self):
self.stat_facts = runtime.storage.get_facts(dt.date(1970, 1, 1), dt.date.today())
by_year = stuff.totals(self.stat_facts,
lambda fact: fact["start_time"].year,
lambda fact: 1)
year_box = self.get_widget("year_box")
class YearButton(gtk.ToggleButton):
def __init__(self, label, year, on_clicked):
gtk.ToggleButton.__init__(self, label)
self.year = year
self.connect("clicked", on_clicked)
all_button = YearButton(_("All"), None, self.on_year_changed)
year_box.pack_start(all_button)
self.bubbling = True # TODO figure out how to properly work with togglebuttons as radiobuttons
all_button.set_active(True)
self.bubbling = False # TODO figure out how to properly work with togglebuttons as radiobuttons
years = sorted(by_year.keys())
for year in years:
year_box.pack_start(YearButton(str(year), year, self.on_year_changed))
year_box.show_all()
self.chart_category_totals = charting.HorizontalBarChart(value_format = "%.1f",
bars_beveled = False,
background = self.background,
max_bar_width = 20,
legend_width = 70)
self.get_widget("explore_category_totals").add(self.chart_category_totals)
self.chart_weekday_totals = charting.HorizontalBarChart(value_format = "%.1f",
bars_beveled = False,
background = self.background,
max_bar_width = 20,
legend_width = 70)
self.get_widget("explore_weekday_totals").add(self.chart_weekday_totals)
self.chart_weekday_starts_ends = charting.HorizontalDayChart(bars_beveled = False,
animate = False,
background = self.background,
max_bar_width = 20,
legend_width = 70)
self.get_widget("explore_weekday_starts_ends").add(self.chart_weekday_starts_ends)
self.chart_category_starts_ends = charting.HorizontalDayChart(bars_beveled = False,
animate = False,
background = self.background,
max_bar_width = 20,
legend_width = 70)
self.get_widget("explore_category_starts_ends").add(self.chart_category_starts_ends)
#ah, just want summary look just like all the other text on the page
class CairoText(graphics.Area):
def __init__(self, background = None, fontsize = 10):
graphics.Area.__init__(self)
self.background = background
self.text = ""
self.fontsize = fontsize
def set_text(self, text):
self.text = text
self.redraw_canvas()
def _render(self):
if self.background:
self.fill_area(0, 0, self.width, self.height, self.background)
default_font = pango.FontDescription(gtk.Style().font_desc.to_string())
default_font.set_size(self.fontsize * pango.SCALE)
self.layout.set_font_description(default_font)
#self.context.set_source_rgb(0,0,0)
self.layout.set_markup(self.text)
self.layout.set_width((self.width) * pango.SCALE)
self.context.move_to(0,0)
charting.set_color(self.context, charting.dark[8])
self.context.show_layout(self.layout)
self.explore_summary = CairoText(self.background)
self.get_widget("explore_summary").add(self.explore_summary)
self.get_widget("explore_summary").show_all()
