def cal_ticks(self, start, end):
""" ticks() method for calendar-based intervals """
try:
start = datetime.fromtimestamp(start)
except ValueError:
start = datetime(MINYEAR, 1, 1, 0, 0, 0)
try:
end = datetime.fromtimestamp(end)
except ValueError:
end = datetime(MAXYEAR, 1, 1, 0, 0, 0)
if self.unit == "day_of_month":
s = start.year + 1 / 12.0 * start.month
e = end.year + 1 / 12.0 * end.month
num_months = int(round((e - s) * 12)) + 1 # add 1 for fencepost
start_year = start.year
start_month = start.month
ym = [
divmod(i, 12)
for i in range(start_month - 1, start_month - 1 + num_months)
]
months = [
start.replace(year=start_year + y, month=m + 1, day=1)
for (y, m) in ym
]
ticks = [dt.replace(day=i) for dt in months for i in self.vals]
elif self.unit == "month_of_year":
years = [
start.replace(year=newyear, day=1)
for newyear in range(start.year, end.year + 1)
]
ticks = [
dt.replace(month=i, day=1) for dt in years for i in self.vals
]
else:
raise ValueError("Unknown calendar unit '%s'" % self.unit)
if len(ticks) > 0:
# Find the first and last index in all_ticks that falls
# within (start,end)
for start_ndx in range(len(ticks)):
if ticks[start_ndx] >= start:
break
for end_ndx in range(len(ticks) - 1, 0, -1):
if ticks[end_ndx] <= end:
break
ticks = ticks[start_ndx:end_ndx + 1]
return map(dt_to_sec, ticks)
def cal_ticks(self, start, end):
""" ticks() method for calendar-based intervals """
try:
start = datetime.fromtimestamp(start)
except ValueError:
start = datetime(MINYEAR, 1, 1, 0, 0, 0)
try:
end = datetime.fromtimestamp(end)
except ValueError:
end = datetime(MAXYEAR, 1, 1, 0, 0, 0)
if self.unit == "day_of_month":
s = start.year + 1/12.0 * start.month
e = end.year + 1/12.0 * end.month
num_months = int(round((e - s) * 12)) + 1 # add 1 for fencepost
start_year = start.year
start_month = start.month
ym = [divmod(i, 12)
for i in range(start_month-1, start_month-1+num_months)]
months = [start.replace(year=start_year+y, month=m+1, day=1)
for (y,m) in ym]
ticks = [dt.replace(day=i) for dt in months for i in self.vals]
elif self.unit == "month_of_year":
years = [start.replace(year=newyear, day=1)
for newyear in range(start.year, end.year+1)]
ticks = [dt.replace(month=i, day=1)
for dt in years for i in self.vals]
else:
raise ValueError("Unknown calendar unit '%s'" % self.unit)
if len(ticks) > 0:
# Find the first and last index in all_ticks that falls
# within (start,end)
for start_ndx in range(len(ticks)):
if ticks[start_ndx] >= start:
break
for end_ndx in range(len(ticks)-1, 0, -1):
if ticks[end_ndx] <= end:
break
ticks = ticks[start_ndx : end_ndx+1]
return map(dt_to_sec, ticks)
def cal_ticks(self, start, end):
""" ticks() method for calendar-based intervals """
# start and end are in seconds since Epoch, get naive datetimes
try:
start_dt = datetime.fromtimestamp(start)
except ValueError:
start_dt = datetime(MINYEAR, 1, 1, 0, 0, 0)
try:
end_dt = datetime.fromtimestamp(end)
except ValueError:
end_dt = datetime(MAXYEAR, 1, 1, 0, 0, 0)
# get range of years of interest
# add 2 because of python ranges + guard against timezone shifts
# eg. if 20000101 -> 19991231 because of local timezone, end is 1999+2
years = range(start_dt.year, min(end_dt.year+2, MAXYEAR+1))
if self.unit == "day_of_month":
# get naive datetimes for start of each day of each month
# in range of years. Excess will be discarded later.
months = range(1, 13)
dates = [datetime(year, month, i)
for year in years for month in months for i in self.vals]
elif self.unit == "month_of_year":
# get naive datetimes for start of each month in range of years
dates = [datetime(year, month, 1)
for year in years for month in self.vals]
else:
raise ValueError("Unknown calendar unit '%s'" % self.unit)
# safely convert to seconds since epoch
ticks = [dt_to_sec(date) for date in dates]
# trim excess timestamps
ticks = [t for t in ticks if start <= t <= end]
return ticks
def trange_years(start, end, years):
""" Create a range of timestamps separated by a given number of years.
The start of the iteration is aligned to Jan 1 2000.
"""
dt_start = safe_fromtimestamp(start)
dt_end = safe_fromtimestamp(end)
dyears = (dt_start.year - 2000) % years
if dyears < 0:
dyears += years
dt = datetime(dt_start.year - dyears, 1, 1, 0, 0, 0, 0)
while dt < dt_start:
dt = _advance_years(dt, years)
timestamps = []
while dt <= dt_end:
timestamps.append(dt_to_sec(dt))
dt = _advance_years(dt, years)
return timestamps
def trange_years(start, end, years):
""" Create a range of timestamps separated by a given number of years.
The start of the iteration is aligned to Jan 1 2000.
"""
dt_start = safe_fromtimestamp(start)
dt_end = safe_fromtimestamp(end)
dyears = (dt_start.year - 2000) % years
if dyears < 0:
dyears += years
dt = datetime(dt_start.year - dyears, 1, 1, 0, 0, 0, 0)
while dt < dt_start:
dt = _advance_years(dt, years)
timestamps = []
while dt <= dt_end:
timestamps.append(dt_to_sec(dt))
dt = _advance_years(dt, years)
return timestamps