def drawHardinessMap(self, date, verbose=False):
# get initiaized map options from config file
map_options = self.initMapOptions(date, 'hardiness', 'temp')
map_options['outputfile'] = \
mapFilepath(date, self.variety, 'hardiness', 'temp')
units = chr(176)+'F'
map_options['title'] = \
self.mapTitle(date, 'hardiness', units=units.decode('latin1'))
hard_temp = self.getHardiness(date, units='F')
drawFilledContours(hard_temp, self.lats, self.lons, **map_options)
return map_options['outputfile']
def drawGDDMap(self, date, verbose=False):
min_gdd = fromConfig('crops.grape.maps.min_gdd_to_post')
min_percent = fromConfig('crops.grape.maps.min_percent_nodes')
lats = self.lats
lons = self.lons
# get initiaized map options from config file
map_options = self.initMapOptions(date,
'variety', 'gdd', 'gdd')
# get GDD accumulations for the date and draw the map
gdd_grid = self.getGdd(model.name, date)
gdd_grid[N.where(gdd_grid < 0.99)] = N.nan
finite = N.where(N.isfinite(gdd_grid))
num_finite = len(finite[0])
if num_finite > 0:
num_ge_min = float(len(N.where(gdd_grid[finite] >= min_gdd)[0]))
draw_contours = (num_ge_min / num_finite) > min_percent
else: draw_contours = False
if draw_contours:
map_options['finish'] = False
options, _map_, fig, axes, fig1, xy_extremes = \
drawFilledContours(gdd_grid, lats, lons, **map_options)
addModelText(fig, **map_options)
finishMap(fig, axes, fig1, **options)
return options['outputfile']
else:
config = fromConfig('crops.grape.maps.no_data.gdd.attrs')
return drawNoDataMap(lons, lats, config=config, model=model,
**map_options)
def drawStageContourMap(self,
date,
model,
lo_gdd_th,
hi_gdd_th,
verbose=False):
lats = self.lats
lons = self.lons
# get initiaized map options from config file
map_options = self.initMapOptions(date, model, lo_gdd_th, lo_gdd_th,
'variety', 'stage', 'stage')
# get stage index for date and draw the map
stage_grid = self.getStage(model.name, lo_gdd_th, hi_gdd_th, date)
isfinite = N.where(N.isfinite(stage_grid))
if len(N.where(stage_grid[isfinite] > 0)[0]) > 0:
map_options['finish'] = False
options, _map_, fig, axes, fig1, xy_extremes = \
drawFilledContours(stage_grid, lats, lons, **map_options)
addModelText(fig, model, **map_options)
finishMap(fig, axes, fig1, **options)
return options['outputfile']
else:
config = fromConfig('crops.apple.variety.maps.no_data.stage.attrs')
return drawNoDataMap(lons,
lats,
config=config,
model=model,
**map_options)
map_options = map_config.options[map_type].attrs
map_options = setupMap(map_options)
map_options['title'] = None
map_options['title2'] = None
map_options['area_template'] = map_config.no_data[map_type].create_with
if 'grid' in map_options: del map_options['grid']
dirpath = os.path.split(output_file)[0]
if dirpath:
if not os.path.exists(dirpath): os.makedirs(dirpath)
map_options['outputfile'] = output_file
else:
dirpath = map_options['shapelocation']
map_options['outputfile'] = os.path.join(dirpath, output_file)
factory = AppleGridFactory()
target_year = factory.getTargetYear(datetime.now())
reader = factory.getTempGridReader(target_year)
_map_ = hiResMap(reader.getTemp('reported.maxt', reader.start_date),
reader.lats, reader.lons, **map_options)
options = _map_[0]
fig1 = fig = _map_[2]
if map_type in ('gdd', 'accumulated'):
grid = N.empty(reader.lons.shape, dtype=float)
grid.fill(N.nan)
drawFilledContours(grid, reader.lats, reader.lons, **map_options)
else:
finishMap(fig, fig, options)
map_options['title'] = title
# date-specific map options
map_options['date'] = date
map_options['outputfile'] = filepath_template % asAcisQueryDate(date)
# get GDD accumulations for the date and draw the map
chill_grid = manager.getChill(model.name, 'accumulated', date)
finite = N.where(N.isfinite(chill_grid))
num_finite = float(len(finite[0]))
if num_finite > 0:
num_ge_min = float(len(N.where(chill_grid[finite] >= min_chill)[0]))
if num_ge_min > 0 and (num_ge_min / num_finite) > min_percent:
chill_grid[chill_grid < 100.] = N.nan
options, _map_, fig, axes, fig1, xy_extremes = \
drawFilledContours(chill_grid, lats, lons, finish=False,
**map_options)
addModelText(fig, model, **map_options)
finishMap(fig, axes, fig1, **options)
path = options['outputfile']
else:
path = drawNoDataMap(lons, lats, config=no_data, model=model,
**map_options)
print 'completed', path
else:
print 'All data missing for', date.strftime('%Y-%m-%d')
date += ONE_DAY
# turn annoying numpy warnings back on
warnings.resetwarnings()
map_options['titleyoffset'] = 0.165
del map_options['contourbounds']
title = '%s\nAccumulated Chill Difference\n%s - %s' % (
variety.description, model_1.name.title(), model_2.name.title())
# get date indepenedent attributes and grids from the stage grid manager
manager = factory.getChillGridManager(target_year, 'r', test_file)
lats = manager.lats
lons = manager.lons
date = start_date
while date < past_date:
map_options['title'] = title
# date-specific map options
map_options['date'] = date
map_options['outputfile'] = filepath_template % asAcisQueryDate(date)
# get GDD accumulations for the date and draw the map
chill_grid_1 = manager.getChill(model_1.name, 'accumulated', date)
chill_grid_1[N.where(chill_grid_1 < 0.0)] = N.nan
print 'grid 1', N.nanmin(chill_grid_1), N.nanmax(chill_grid_1)
chill_grid_2 = manager.getChill(model_2.name, 'accumulated', date)
chill_grid_2[N.where(chill_grid_2 < 0.0)] = N.nan
print 'grid 2', N.nanmin(chill_grid_2), N.nanmax(chill_grid_2)
chill_grid = chill_grid_1 - chill_grid_2
print N.nanmin(chill_grid), N.nanmax(chill_grid)
drawFilledContours(chill_grid, lats, lons, **map_options)
date += ONE_DAY
# get temp manager and lot, lon data
manager = factory.getTempGridManager(target_year, 'r', test_file)
lats = manager.lats
lons = manager.lons
map_options = { 'area':'northeast', 'titleyoffset': 0.165, #'apply_mask':False,
'cmap':'jet', 'colorbar':True, }
temp = manager.getTemp(temp_path, start_date, end_date, units=units)
if end_date is None:
map_options['autobounds'] = True
map_options['date'] = start_date
map_options['title'] = title
map_options['outputfile'] = map_filepath % asAcisQueryDate(start_date)
drawFilledContours(temp, lats, lons, **map_options)
else:
map_options['contourbounds'] = plot_bound(temp, 20)
num_days = (end_date - start_date).days + 1
for day in range(num_days):
date = start_date + relativedelta(days=day)
map_options['date'] = date
map_options['outputfile'] = map_filepath % asAcisQueryDate(date)
day_temps = temp[day]
map_options['title'] = title % (N.nanmin(day_temps),N.nanmax(day_temps))
drawFilledContours(day_temps, lats, lons, **map_options)
test_file)
gdd_thresholds = manager.gddThresholds(model_1.name)
lats = manager.lats
lons = manager.lons
map_options = {
'area': 'northeast',
'cmap': 'jet',
'colorbar': True,
'titleyoffset': 0.165,
}
for lo_gdd_th, hi_gdd_th in gdd_thresholds:
date = start_date
while date < past_date:
map_options['title'] = title
# date-specific map options
map_options['date'] = date
map_options['outputfile'] = filepath_template % asAcisQueryDate(date)
# get GDD accumulations for the date and draw the map
stage_grid_1 = \
manager.getStage(model_1.name, lo_gdd_th, hi_gdd_th, date)
stage_grid_2 = \
manager.getStage(model_2.name, lo_gdd_th, hi_gdd_th, date)
stage_grid = stage_grid_1 - stage_grid_2
drawFilledContours(stage_grid, lats, lons, **map_options)
date += ONE_DAY
kill_levels = variety.kill_levels
kill_temps = variety.kill_temps.attr_list
stage_names =\
tuple(fromConfig('crops.apple.variety.stage_name_map.attr_values'))
for lo_gdd_th, hi_gdd_th in gdd_thresholds:
date = start_date
while date <= end_date:
map_options['date'] = date
date_str = asAcisQueryDate(date)
mint = temp_manager.getTemp(mint_dataset, date)
stage_grid = \
variety_manager.getStage(model.name, lo_gdd_th, hi_gdd_th, date)
for stage, stage_name in enumerate(stage_names[1:], start=1):
indexes = N.where(stage_grid == stage)
if len(indexes[0]) > 0:
for indx, kill_level in enumerate(kill_levels):
percent = '%d%%' % kill_level
map_options['title'] = title % (percent, stage_name)
map_options['outputfile'] = \
filepath % (date_str, stage_name, percent)
diff = float(kill_temps[indx]) - mint
drawFilledContours(diff, lats, lons, **map_options)
date += ONE_DAY