def on_change_node_waffle_parameter(widget, event, data):
if not date_selection_waffle.v_model:
pass
else:
with waffle:
waffle.clear_output()
genotype = genotypes_selection_waffle.v_model
vids = get_vid_of_genotype(misc.all_mtg, [genotype])
df = extract_at_node_scale(misc.all_mtg, vids=vids)
tmp = df2waffle(df,
index='rank',
date=date_selection_waffle.v_model,
variable=data,
order=order_selection_waffle.v_model)
# TODO: remove the legend here (which only apply to branching_type)
l_names = {
"1": "Stolon",
"2": "Vegetative bud",
"3": "Initiated bud",
"4": "Aborted bud",
"5": "Floral bud",
"6": "Branch crown"
}
fig = plot_waffle(
tmp,
# layout=layout,
legend_name=l_names,
plot_func=plot_type_waffle.v_model)
display(fig)
def test_extraction_at_node_scale():
files = shared_data(openalea.strawberry).glob('*.mtg')
mtg_path = dict((name(f), f) for f in files)
gariguette = read_mtg_file(mtg_path['Gariguette'])
gariguette_extraction_at_node_scale = extract_at_node_scale(gariguette)
assert len(gariguette_extraction_at_node_scale) == 784
gariguette_axillary_prod = prob_axillary_production(gariguette, order=0)
assert len(gariguette_axillary_prod) == 19
def on_change_node_waffle_genotype(widget, event, data):
genotype = genotypes_selection_waffle.v_model
vids = get_vid_of_genotype(misc.all_mtg, [genotype])
df = extract_at_node_scale(misc.all_mtg, vids=vids)
param = list(df.columns)
param.remove("Genotype")
param.remove('date')
date_selection_waffle.items = list(df.date.unique())
date_selection_waffle.v_model = ""
variable_selection_waffle.items = param
order = list(df.order.unique())
order.append({'text': 'All', 'value': None})
order_selection_waffle.items = order
def test_df2waffle():
files = shared_data(openalea.strawberry).glob('*.mtg')
mtg_path = dict((name(f), f) for f in files)
mtg = read_mtg_file(mtg_path['Capriss'])
df = extract_at_node_scale(mtg)
node_scale = df2waffle(df,
index='rank',
date='2015/03/02',
variable='branching_type')
assert node_scale.shape == (20, 9)
df = extract_at_module_scale(mtg)
module_scale = df2waffle(df,
index='order',
date='2015/03/02',
variable='crown_status',
aggfunc='median')
assert module_scale.shape == (3, 9)
def test_extract_at_node_scale():
files = shared_data(openalea.strawberry).glob('*.mtg')
mtg_path = dict((name(f), f) for f in files)
mtg = MTG()
for k, genotype in enumerate(mtg_path):
if (genotype=="Sicile") or (genotype=="Nils") or (genotype=='origine_stolon_gariguetteDV_6novembre2018') \
or (genotype=='friendlyfruit_varieties'):
pass
else:
mtg = union(mtg, read_mtg_file(mtg_path[genotype]))
genotypes = mtg.property('Genotype')
for geno in set(genotypes.values()):
vids = [
vid for vid in mtg.vertices(scale=1) if genotypes.get(vid) == geno
]
df = extract_at_node_scale(mtg, vids)
assert not df.empty
assert set(df['Genotype']) == {geno}