def create_input_widget(self):
"""
Creates and returns the relevant user-input ipywidget.
"""
return widgets.Combobox(placeholder=self._tooltip,
continuous_update=False,
options=self._options)
def person_tab(self):
'''
Creates tab relating to searching for a person
'''
#Get the list of users sorted in alphbetical order and removes
#duplicates
user_list_alphabet_order = []
user_list_alphabet_order = list(self.list_of_user_names)
#removes duplicates
user_list_alphabet_order = list(
dict.fromkeys(user_list_alphabet_order))
#sort alphabetically
user_list_alphabet_order.sort()
#add empty string for when the widget is empty
user_list_alphabet_order.append('')
self.people_search_ID_widget = widgets.Combobox(
# value='',
placeholder='Enter ID',
options=[],
description='ID :',
ensure_option=False,
disabled=False)
#Handles update to ID widget
self.people_search_ID_widget.observe(self.change_made_people_search_ID)
self.name_search_widget = widgets.Combobox(
# value='',
placeholder='Enter Name',
options=user_list_alphabet_order,
description='Name :',
ensure_option=False,
disabled=False)
#Handles update to name widget
self.name_search_widget.observe(self.change_made_name_search)
people_search_widget_list = [
self.name_search_widget, self.people_search_ID_widget
]
#Formats the widgets into a column
people_search_container = widgets.VBox(
[people_search_widget_list[0], people_search_widget_list[1]])
return people_search_container
def color_widgets(self):
color_by_widget = widgets.RadioButtons(
options=[('Point color', 'none'),
('Category (using colormap)', 'category'),
('Value (using colormap)', 'value')],
value='none' if self.color_by is None else self.color_by)
colormap_widget = widgets.Combobox(
placeholder='Choose a Matplotlib colormap',
options=list(plt.colormaps()),
ensure_option=True,
disabled=self.color_by is None,
)
color_widget = widgets.ColorPicker(value=to_hex(self.color),
disabled=False)
def color_by_change_handler(change):
if change.new == 'none':
self.color_by = None
self.color = color_widget.value
colormap_widget.disabled = True
color_widget.disabled = False
else:
if change.new == 'category':
colormap_widget.options = [
'Pastel1', 'Pastel2', 'Paired', 'Accent', 'Dark2',
'Set1', 'Set2', 'Set3', 'tab10', 'tab20', 'tab20b',
'tab20c'
]
else:
colormap_widget.options = [
'greys', 'viridis', 'plasma', 'inferno', 'magma',
'cividis', 'coolwarm', 'RdGy'
]
self.color_by = change.new
if colormap_widget.value:
self.use_cmap(colormap_widget.value)
colormap_widget.disabled = False
color_widget.disabled = True
def colormap_change_handler(change):
self.use_cmap(change.new)
def color_change_handler(change):
self.color = change.new
color_by_widget.observe(color_by_change_handler, names='value')
colormap_widget.observe(colormap_change_handler, names='value')
color_widget.observe(color_change_handler, names='value')
return (with_left_label('Color by', color_by_widget),
with_left_label('Colormap', colormap_widget),
with_left_label('Point color', color_widget))
def __init__(self,
function_arg_name: str,
validator: Callable[[str], str] = lambda input: input,
**kwargs):
self._name = function_arg_name
self._widget = widgets.Combobox(**kwargs)
self._validator = validator
if 'placeholder' not in kwargs:
self._widget.placeholder = function_arg_name
def combobox(self, ph, options, desc, bool_option, bool_active):
'''
RETURNS Combobox
'''
widget = widgets.Combobox(
# value='',
placeholder=ph,
options=options,
description=desc,
ensure_option=bool_option,
disabled=bool_active)
return widget
def __get_service(self):
service_combobox_list = ['https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/tap/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/youcat/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/']
self.delete_button = widgets.Button(
description="Delete",
icon='',
style=widgets.ButtonStyle(button_color='#E58975'),
layout=widgets.Layout(height = "25px",
width='70px'))
self.delete_button.on_click(self.__button_clicked)
self.query_button = widgets.Button(
description="Query",
icon='',
style=widgets.ButtonStyle(button_color='#E58975'),
layout=widgets.Layout(height = "25px",
width='70PX'))
self.query_button.on_click(self.__query_clicked)
self.clear_button = widgets.Button(
description="Clear",
icon='',
style=widgets.ButtonStyle(button_color='#E58975'),
layout=widgets.Layout(height = "25px",
width='70px'))
self.clear_button.on_click(self.__button_clicked)
self.clear_button.click()
self.buttons_ui = widgets.VBox([self.delete_button,
self.clear_button,
self.query_button],
layout=widgets.Layout(top='8px',
height='90px',
width='100px'))
self.output_ui = widgets.HBox([self.out, self.buttons_ui])
self.service_combobox = widgets.Combobox(
value='https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/',
placeholder='',
options=service_combobox_list,
description='Service',
continuous_update=False,
layout=widgets.Layout(flex='1 1 auto',
width='auto'),
style={'description_width': 'initial'})
self.tables = widgets.interactive_output(
self.__get_table,
{'service': self.service_combobox})
display(self.query_out, self.service_combobox, self.tables, self.output_ui)
def color_map_widget(self):
widget = widgets.Combobox(
placeholder='Choose a Matplotlib colormap',
options=list(plt.colormaps()),
ensure_option=True,
disabled=True,
)
def change_handler(change):
self.use_cmap(change.new)
widget.observe(change_handler, names='value')
return with_left_label('Color map', widget)
def jobs_combobox(self) -> widgets.Combobox:
"""Create the Job search Combobox"""
layout = widgets.Layout(
display="flex", justify_content="flex-start", width=f"{JOBS_CB_WIDTH}px",
border=f"solid 1px {CarbonColors.BLACK}"
)
jobs_combobox = widgets.Combobox(
placeholder="Job ID",
options=self.job_ids,
ensure_option=True,
disabled=False,
layout=layout,
)
jobs_combobox.observe(self.update_job_selector_combobox)
return jobs_combobox
def __init__(self,
func_arg_names: Sequence[str] = ('x', 'dim'),
data_name: str = 'data',
**kwargs):
self._scope = get_notebook_global_scope()
self._func_arg_names = func_arg_names
self._scipp_obj_input = widgets.Text(placeholder=data_name,
continuous_update=False,
**kwargs)
self._dimension_input = widgets.Combobox(placeholder='dim',
continuous_update=False,
**kwargs)
self._scipp_obj_input.observe(self._handle_scipp_obj_change, names='value')
self._widget = widgets.HBox([self._scipp_obj_input, self._dimension_input])
self._validators = (self._scipp_obj_validator, self._dims_validator)
self._allowed_dims = []
def __get_service(self):
service_combobox_list = [
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/tap/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/youcat/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/'
]
self.service_combobox = widgets.Combobox(
value='https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/',
options=service_combobox_list,
description='SERVICE',
continuous_update=False,
layout=widgets.Layout(left='-15px', width='780px'))
output_schema = widgets.interactive_output(
self.__get_schema, {'service': self.service_combobox})
display(self.service_combobox)
display(output_schema)
def __init__(self,
function_arg_name: str,
validator: Callable[[Any], Any] = lambda input: input,
**kwargs):
"""
:param function_arg_name: Name of function argument this
input corresponds to.
:param widget_type: Type of widget to construct for this input.
:param validator: Validator function.
:param kwargs: kwargs to pass to widget constructor.
:type widget_type: ipywidget
"""
self._name = function_arg_name
self._widget = widgets.Combobox(**kwargs)
self.scope = get_notebook_global_scope()
self._validator = lambda input: validator(_wrapped_eval(input, self.scope))
if 'placeholder' not in kwargs:
self._widget.placeholder = function_arg_name
def __get_service(self):
service_combobox_list = [
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/tap/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/youcat/',
'https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/'
]
self.service_combobox = widgets.Combobox(
value='https://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/argus/',
options=service_combobox_list,
description='Service',
continuous_update=False,
layout=widgets.Layout(flex='1 1 auto', width='auto'),
style={'description_width': 'initial'})
output_schema = widgets.interactive_output(
self.__get_schema, {'service': self.service_combobox})
display(widgets.HBox([self.service_combobox, self.schema_dropdown]))
display(output_schema)
def _repr_ipyw_(self):
import ipywidgets as ipw
wname=ipw.Text(value=self.name, layout=ipw.Layout(width='35%'))
wname=ipw.Combobox(value=self.name,
options=[ni for ni, oi in self._parent.model.script_module.__dict__.items()
if type(oi).__name__ in ['Layer', 'Stack', 'Instrument']])
wname.change_item='name'
wval=ipw.FloatText(value=self.value, layout=ipw.Layout(width='20%'))
wval.change_item='value'
wfit=ipw.Checkbox(value=self.fit, indent=False, layout=ipw.Layout(width='5%'))
wfit.change_item='fit'
wmin=ipw.FloatText(value=self.min, layout=ipw.Layout(width='20%'))
wmin.change_item='min'
wmax=ipw.FloatText(value=self.max, layout=ipw.Layout(width='20%'))
wmax.change_item='max'
entries=[wname, wval, wfit, wmin, wmax]
wname.others=entries[1:]
for entr in entries:
entr.observe(self._ipyw_change, names='value')
return ipw.HBox(entries)
def create_ui(self):
x,y,w = self.x,self.y,self.w
x0 = x[0]
y0 = y[:,0]
xmin,xmax,dx = x[0,0],x[0,-1],x[0,1]-x[0,0]
ymin,ymax,dy = y[0,0],y[-1,0],y[1,0]-y[0,0]
wmin,wmax = np.min(w),np.max(w)
dw = (wmax-wmin)/20
## Tab of tools
self.s_xpos = widgets.FloatSlider(value=(xmin+xmax)/2,min=xmin,max=xmax,step=dx,description='x')
self.s_ypos = widgets.FloatSlider(value=(ymin+ymax)/2,min=ymin,max=ymax,step=dy,description='y')
vb1 = widgets.VBox([self.s_xpos,self.s_ypos])
self.s_gamma = widgets.IntSlider(value=0,min=-100,max=100,step=10,description='gamma')
self.s_vlim = widgets.FloatRangeSlider(value=[wmin,wmax], min=wmin, max=wmax, step=dw, description='vlim')
self.c_cmap = widgets.Combobox(value='', placeholder='Choose or type', options=plt.colormaps(), description='cmap:', ensure_option=False, disabled=False)
vb2 = widgets.VBox([self.s_gamma,self.s_vlim,self.c_cmap])
self.b_expMTX = widgets.Button(description='To mtx')
self.html_exp = widgets.HTML()
vb3 = widgets.VBox([self.b_expMTX,self.html_exp])
self.t_tools = widgets.Tab(children=[vb1,vb2,vb3])
[self.t_tools.set_title(i,j) for i,j in zip(range(3), ['linecuts','color','export'])]
self.t_tools.layout.display = 'block'
## A toggle button
self.tb_showtools = widgets.ToggleButton(value=True, description='', tooltip='Toggle Tools', icon='minus-circle')
self.tb_showtools.layout.width='50px'
## Top layer ui
ui = widgets.Box([self.t_tools,self.tb_showtools])
self.out = widgets.Output()
if 'gamma' in self.kw:
self.s_gamma.value = self.kw['gamma']
if 'vlim' in self.kw:
self.s_vlim.value = self.kw['vlim']
if 'cmap' in self.kw:
self.c_cmap.value = self.kw['cmap']
if Player.PLAYER_STATIC:
from IPython.core.display import HTML
display(HTML('<button style="border:none;" title="For interaction, run the cell first.">+...</button>'))
else:
display(ui,self.out)
def init_widgets(self):
# prints out the current selection of MdB, party and timespan
self.selection_widget = widgets.Label()
# widget to render figures in
self.display_widget = widgets.Output()
# submit button
self.submit_widget = widgets.Button(description="Submit")
self.submit_widget.on_click(self.on_click)
# widgets to set MdB, party, timespan
self.name_widget = widgets.Combobox(
placeholder="Choose an MdB",
options=tuple(self.mdbs),
description="MdB:",
ensure_option=True,
)
self.start_widget = widgets.DatePicker(description="Start date")
self.end_widget = widgets.DatePicker(description="End date")
value=1,
layout={'width': '500px'})
block_end_slider = ipywidgets.SelectionSlider(options=[False] +
list(range(1, 34 + 1)),
description='block end',
value=False,
layout={'width': '500px'})
trial_start_slider = ipywidgets.SelectionSlider(options=list(range(1, 10 + 1)),
description='trial',
value=1)
trial_end_slider = ipywidgets.SelectionSlider(options=[False] +
list(range(1, 10 + 1)),
description='trial end',
value=False)
lighter_slider = ipywidgets.IntSlider(value=4, min=1, max=5)
color = ipywidgets.Combobox(value='royalblue',
placeholder='Type Blue or Green to see options',
options=plot.CMAP['Control']['colornames'] +
plot.CMAP['ASD']['colornames'],
description='color',
ensure_option=True)
linestyle = ipywidgets.Dropdown(
value='solid',
options=['solid', 'dot', 'dash', 'longdash', 'dashdot', 'longdashdot'])
def __build(self):
"""
This function is used to build all widgets of the UI.
"""
# Section: "Dataset Selection"
# ============================================================================================================ #
label = ipywidgets.Label(
value="$\\textbf{•}$ $\\textbf{Dataset Selection}$")
self._widget_list.append(label)
label = ipywidgets.Label(
value=
"Please, select a $\\texttt{.csv}$ file from the following list." +
" (Only $\\texttt{.csv}$ files stored inside $\\texttt{./data}$ directory are"
+ " displayed).")
self._widget_dataset_file_select = ipywidgets.Select(
description="Current Selected Dataset:",
style={'description_width': 'initial'},
layout=ipywidgets.Layout(width='90%'),
continuous_update=False)
self._widget_list.append(
ipywidgets.VBox([label, self._widget_dataset_file_select]))
# Section: "Plot Options"
# ============================================================================================================ #
label = ipywidgets.Label(
value="$\\textbf{•}$ $\\textbf{Plot Options}$")
self._widget_list.append(label)
label = ipywidgets.Label(
value=
"You can customize your $\\textit{Plot}$ using following $\\textit{Widgets}$ "
+
"(Available $\\textit{Widgets}$ depend on $\\textit{Current Selected Dataset}$)"
)
self._widget_list.append(label)
self._widget_month_combobox = ipywidgets.Combobox(
placeholder="Select/Type 'Month'...",
options=calendar.month_name[1:],
description='Month:',
layout=ipywidgets.Layout(width='350px'),
continuous_update=False)
self._widget_state_combobox = ipywidgets.Combobox(
placeholder="Select/Type 'State'...",
description='State:',
layout=ipywidgets.Layout(width='350px'),
continuous_update=False)
self._widget_city_combobox = ipywidgets.Combobox(
placeholder="Select/Type 'City'...",
description='City:',
layout=ipywidgets.Layout(width='350px'),
continuous_update=False,
)
self._widget_month_checkbox = ipywidgets.Checkbox(
description="Enable 'Month Filter'",
layout=ipywidgets.Layout(width='350px'))
self._widget_display_univariate_regression_line_checkbox = ipywidgets.Checkbox(
description="Plot 'Regression Line'",
layout=ipywidgets.Layout(width='350px'))
grid = ipywidgets.GridspecLayout(3, 2)
grid[0, 0] = self._widget_month_combobox
grid[1, 0] = self._widget_state_combobox
grid[2, 0] = self._widget_city_combobox
grid[0, 1] = self._widget_month_checkbox
grid[1, 1] = self._widget_display_univariate_regression_line_checkbox
self._widget_list.append(grid)
self._widget_time_int_range_slider = ipywidgets.IntRangeSlider(
step=1,
description="Plot's 'Time Range'",
disabled=False,
continuous_update=False,
orientation='horizontal',
readout=True,
readout_format='d',
style={'description_width': 'initial'},
layout=ipywidgets.Layout(width='90%'),
)
self._widget_list.append(self._widget_time_int_range_slider)
label = ipywidgets.Label(
value=
"Using following $\\textit{Widget}$, you can select one or more " +
"$\\textit{fields}$ to customize your $\\textit{Plot}$" +
" (Hold $\\texttt{CTRL}$ and click to select more $\\textit{fields}$!)"
)
self._widget_list.append(label)
self._widget_active_columns_select_multiple = ipywidgets.SelectMultiple(
rows=10,
description='Active Columns:',
disabled=False,
style={'description_width': 'initial'},
layout=ipywidgets.Layout(width='90%'),
)
self._widget_list.append(self._widget_active_columns_select_multiple)
# Section 'Dataset Indo'
# ============================================================================================================ #
label = ipywidgets.Label(
value="$\\textbf{•}$ $\\textbf{Dataset Info}$")
self._widget_list.append(label)
label = ipywidgets.Label(
value=
"Here are displayed several info about $\\textit{Current Selected Dataset}$ "
+
"(Displayed data depend on current selected $\\textit{Plot Options}$)"
)
self._widget_list.append(label)
self._widget_states_summary_label = ipywidgets.Label()
self._widget_cities_summary_label = ipywidgets.Label()
self._widget_how_many_cities_inside_state_label = ipywidgets.Label()
self._widget_state_flag_image_HTML = ipywidgets.HTML()
box = ipywidgets.VBox([
self._widget_states_summary_label,
self._widget_cities_summary_label,
self._widget_how_many_cities_inside_state_label
])
box = ipywidgets.HBox([self._widget_state_flag_image_HTML, box])
self._widget_list.append(box)
# Section: "Plot Button"
# ============================================================================================================ #
label = ipywidgets.Label(
value="$\\textbf{•}$ $\\textbf{Plot Section}$")
self._widget_list.append(label)
self._widget_plot_button = ipywidgets.Button(description='Plot',
disabled=False,
button_style='success',
icon='line-chart')
self._widget_list.append(self._widget_plot_button)
# Section: "ERROR Label"
# ============================================================================================================ #
self._widget_error_label = ipywidgets.Label(value="")
self._widget_list.append(self._widget_error_label)
# Section: "Display Univariate Regression Line"
# ============================================================================================================ #
self._widget_univariate_regression_line_info_HTMLMath = ipywidgets.HTMLMath(
value="",
style={'description_width': 'initial'},
)
self._widget_list.append(
self._widget_univariate_regression_line_info_HTMLMath)
def __init__(self,path_or_url,**kw):
# data
self.path = path_or_url
x,y,w,labels = read2d(path_or_url,**kw)
if 'labels' not in kw:
kw['labels'] = labels
if len(y)==1:#1d data
x = np.vstack([x,x,x])
y = np.vstack([y-.5,y,y+.5])
w = np.vstack([w,w,w])
self.x = x
self.y = y
self.w = w
self.kw = kw
# UI
x0 = x[0]
y0 = y[:,0]
xmin,xmax,dx = x[0,0],x[0,-1],x[0,1]-x[0,0]
ymin,ymax,dy = y[0,0],y[-1,0],y[1,0]-y[0,0]
wmin,wmax = np.min(w),np.max(w)
dw = (wmax-wmin)/20
## Tab of tools
self.s_xpos = widgets.FloatSlider(value=(xmin+xmax)/2,min=xmin,max=xmax,step=dx,description='x')
self.s_ypos = widgets.FloatSlider(value=(ymin+ymax)/2,min=ymin,max=ymax,step=dy,description='y')
vb1 = widgets.VBox([self.s_xpos,self.s_ypos])
self.s_gamma = widgets.IntSlider(value=0,min=-100,max=100,step=10,description='gamma')
self.s_vlim = widgets.FloatRangeSlider(value=[wmin,wmax], min=wmin, max=wmax, step=dw, description='vlim')
self.c_cmap = widgets.Combobox(value='', placeholder='Choose or type', options=plt.colormaps(), description='cmap:', ensure_option=False, disabled=False)
vb2 = widgets.VBox([self.s_gamma,self.s_vlim,self.c_cmap])
self.b_expMTX = widgets.Button(description='To mtx')
self.html_exp = widgets.HTML()
vb3 = widgets.VBox([self.b_expMTX,self.html_exp])
self.t_tools = widgets.Tab(children=[vb1,vb2,vb3])
[self.t_tools.set_title(i,j) for i,j in zip(range(3), ['linecuts','color','export'])]
self.t_tools.layout.display = 'none'
## A toggle button
self.tb_showtools = widgets.ToggleButton(value=False, description='...', tooltip='Toggle Tools', icon='plus-circle')
self.tb_showtools.layout.width='50px'
## Top layer ui
ui = widgets.Box([self.t_tools,self.tb_showtools])
self.out = widgets.Output()
if 'gamma' in kw:
self.s_gamma.value = kw['gamma']
if 'vlim' in kw:
self.s_vlim.value = kw['vlim']
if 'cmap' in kw:
self.c_cmap.value = kw['cmap']
display(ui,self.out)
self.draw(None)
if mpl.get_backend() == 'module://ipympl.backend_nbagg':#ipympl backend. Not good at this moment. But faster
self.s_gamma.observe(self.on_gamma_change,'value')
self.s_vlim.observe(self.on_vlim_change,'value')
self.c_cmap.observe(self.on_cmap_change,'value')
self.s_xpos.observe(self.on_xpos_change,'value')
self.s_ypos.observe(self.on_ypos_change,'value')
self.fig.canvas.mpl_connect('button_press_event', self.on_mouse_click)
else:# inline mode
self.s_gamma.observe(self.draw,'value')
self.s_vlim.observe(self.draw,'value')
self.c_cmap.observe(self.draw,'value')
self.s_xpos.observe(self.draw,'value')
self.s_ypos.observe(self.draw,'value')
self.tb_showtools.observe(self.on_showtools_change,'value')
self.b_expMTX.on_click(self.exportMTX)
description='String:',
disabled=False)
# ### Textarea
widgets.Textarea(value='Hello World',
placeholder='Type something',
description='String:',
disabled=False)
# ### Combobox
widgets.Combobox(
# value='John',
placeholder='Choose Someone',
options=['Paul', 'John', 'George', 'Ringo'],
description='Combobox:',
ensure_option=True,
disabled=False)
# ### Password
#
# The `Password` widget hides user input on the screen. **This widget is not a secure way to collect sensitive information because:**
#
# + The contents of the `Password` widget are transmitted unencrypted.
# + If the widget state is saved in the notebook the contents of the `Password` widget is stored as plain text.
widgets.Password(value='password',
placeholder='Enter password',
description='Password:',
disabled=False)
def build_plots_jupyter(output, stat_global, stat_per_asset):
print("Build plots...")
log_info("---")
def display_scrollable_output_table(output):
output = output.to_pandas()
tail_r=10
tail_c=10
def show_table(row_offset, column_offset):
try:
from IPython.display import display
display(output.iloc[row_offset:row_offset + tail_r, column_offset:column_offset + tail_c])
except:
log_info(output.iloc[row_offset:row_offset + tail_r, column_offset:column_offset + tail_c])
if is_interact():
try:
from ipywidgets import interact, interactive, fixed, interact_manual, Layout, IntSlider
import ipywidgets as widgets
interact(show_table,
row_offset=IntSlider(
max(0, len(output) - tail_r), 0, max(0, len(output) - tail_r), 1,
layout=Layout(width='90%')
),
column_offset=IntSlider(
0, 0, max(0, len(output.columns) - tail_c), 1,
layout=Layout(width='90%')
)
)
except:
show_table(len(output) - tail_r, 0)
else:
show_table(len(output) - tail_r, 0)
def display_scrollable_stats_table(stat):
stat = stat.to_pandas()
tail=10
def show_table(offset):
try:
from IPython.display import display
display(stat[offset:offset+tail])
except:
log_info(stat[offset:offset + tail])
if is_interact():
try:
from ipywidgets import interact, interactive, fixed, interact_manual, Layout, IntSlider
import ipywidgets as widgets
interact(show_table,
offset=IntSlider(
max(0, len(stat)-tail), 0, max(0, len(stat)-tail), 1,
layout=Layout(width='90%')
)
)
except:
show_table(len(stat)-tail)
else:
show_table(len(stat)-tail)
def show_asset_stat(asset):
if asset in stat_per_asset.asset.values.tolist():
out = output.sel(asset=[asset])
stat = stat_per_asset.sel(asset=asset)
else:
out = output
stat = stat_global
log_info("Output:")
display_scrollable_output_table(out)
log_info("Stats:")
display_scrollable_stats_table(stat)
make_major_plots(stat)
log_info("---")
if is_interact():
try:
from ipywidgets import interact, interactive, fixed, interact_manual
import ipywidgets as widgets
log_info("Select the asset (or leave blank to display the overall stats):")
interact(show_asset_stat, asset=widgets.Combobox(options=[''] + output.asset.values.tolist()))
except:
show_asset_stat('')
else:
show_asset_stat('')
def entry_gui():
style = {'description_width': 'initial'}
sm_layout = widgets.Layout(flex='1 1 1%', width='auto')
exp_name = widgets.Text(placeholder='pxxxx',
description='Exp. Name:',
continuous_update=True,
disabled=False,
style=style)
op_name = widgets.Text(placeholder='Name(s)',
description='Operator Name(s):',
continuous_update=True,
disabled=False,
style=style)
hyd_start = widgets.Text(placeholder='xxx.x',
description='Hyd. Start:',
continuous_update=True,
disabled=False,
style=style)
hyd_end = widgets.Text(placeholder='xxx.x',
description='Hyd. End:',
continuous_update=True,
disabled=False,
style=style)
pick_date = widgets.DatePicker(description='Exp. Date:',
disabled=False,
style=style)
names = widgets.VBox(children=[exp_name, op_name], layout=sm_layout)
dates = widgets.VBox(children=[pick_date, hyd_start, hyd_end],
layout=sm_layout)
pre_layout = widgets.Layout(display='flex',
flex_flow='row',
align_items='stretch',
border='2px solid grey',
padding='10px',
width='75%',
grid_gap='60px 60px')
preamble = widgets.GridBox(children=[names, dates], layout=pre_layout)
area = widgets.Text(placeholder='m^2',
description='Contact Area (m^2)',
value='',
continuous_update=True,
disabled=False,
style=style)
block_thck = widgets.Text(placeholder='mm',
description='Sample Block Thickness (no gouge)',
continuous_update=True,
disabled=False,
style=style)
layer_thck = widgets.Text(placeholder='mm',
description='Layer Thickness',
continuous_update=True,
disabled=False,
style=style)
layer_thck_ld = widgets.Text(placeholder='mm',
description='Under Load',
continuous_update=True,
disabled=False,
style=style)
material = widgets.Text(placeholder='Anhydrite, Westerly Granite',
description='Material',
continuous_update=True,
disabled=False,
style=style)
part_size = widgets.Text(placeholder='Size Distribution',
description='Particle Size, Distribution',
continuous_update=True,
disabled=False,
style=style)
mat_layout = widgets.Layout(display='flex',
flex_flow='row',
align_items='stretch',
border='2px solid grey',
padding='10px',
width='75%',
grid_gap='60px 60px')
mat_col1 = widgets.VBox(children=[area, block_thck, layer_thck],
layout=widgets.Layout(flex='1 1 1%', width='auto'))
mat_col2 = widgets.VBox(children=[material, part_size],
layout=widgets.Layout(flex='1 1 1%', width='auto'))
material_block = widgets.GridBox(children=[mat_col1, mat_col2],
layout=mat_layout)
h_lc_title = widgets.Label('Horizontal Load Cell')
h_lc_picker = widgets.Dropdown(
options=['44mm Solid Horiz', '44mm Solid Vert', 'None'],
value='44mm Solid Horiz',
description='Horiz. Load Cell:',
disabled=False,
style=style)
h_lc_calib = widgets.Text(placeholder='mV/kN',
description='Calibration (mV/kN):',
continuous_update=True,
disabled=False,
style=style)
h_lc_stress = widgets.Text(placeholder='MPa',
description='Target Stress(es) (MPa):',
continuous_update=True,
disabled=False,
style=style)
h_lc_ini_V = widgets.Text(placeholder='Volt',
description='H. Init. Volt.:',
continuous_update=True,
disabled=False,
style=style)
h_load_v = widgets.Label(value='Volt. @ Load = ')
def hor_handle_change(change):
if str(change.new) == '' or str(change.new) == '--' or str(
change.new) == '-':
h_load_v.value = 'Volt. @ Load = N/A'
else:
_, targ_volt = calc_stress(h_lc_calib, area, h_lc_stress,
h_lc_ini_V)
h_load_v.value = 'Volt. @ Load = ' + targ_volt
h_lc_ini_V.observe(hor_handle_change, names='value')
# ---------------------------------------------------------------------------------------------------------
# ---------------------------------------------------------------------------------------------------------
v_lc_title = widgets.Label('Vertical Load Cell')
v_lc_picker = widgets.Dropdown(
options=['44mm Solid Vert', '44mm Solid Vert', 'None'],
value='44mm Solid Vert',
description='Vert. Load Cell:',
disabled=False,
style=style)
v_lc_calib = widgets.Text(placeholder='mV/kN',
description='Calibration (mV/kN):',
continuous_update=True,
disabled=False,
style=style)
v_lc_stress = widgets.Text(placeholder='MPa',
description='Target Stress(es) (MPa):',
continuous_update=True,
disabled=False,
style=style)
v_lc_ini_V = widgets.Text(placeholder='Volt',
description='V. Init. Volt.:',
continuous_update=True,
disabled=False,
style=style)
v_load_v = widgets.Label(value='Volt. @ Load = ')
def ver_handle_change(change):
if str(change.new) == '' or str(change.new) == '--' or str(
change.new) == '-':
v_load_v.value = 'Volt. @ Load = N/A'
else:
_, targ_volt = calc_stress(v_lc_calib, area, v_lc_stress,
v_lc_ini_V)
v_load_v.value = 'Volt. @ Load = ' + targ_volt
v_lc_ini_V.observe(ver_handle_change, names='value')
# ---------------------------------------------------------------------------------------------------------
# VESSEL PRESSURES -- Pc, PpA, PpB
# ---------------------------------------------------------------------------------------------------------
# ves_grid = widgets.GridspecLayout(6, 3)
pore_fluid = widgets.Text(value='DI H2O',
placeholder='DI H2O',
description='Pore Fluid',
continuous_update=True,
disabled=False,
style=style)
vessel_title = widgets.Label('Confining Pressure')
pc_gain = widgets.Text(value='0.1456',
placeholder='0.1456 V/MPa',
description='Pc Gain (V/MPa):',
continuous_update=True,
disabled=False,
style=style)
pc_press = widgets.Text(placeholder='MPa',
description='Target Stress(es) (MPa):',
continuous_update=True,
disabled=False,
style=style)
pc_ini_V = widgets.Text(placeholder='Volt',
description='V. Init. Volt.:',
continuous_update=True,
disabled=False,
style=style)
pc_load_v = widgets.Label(value='Volt. @ Load = ')
def pc_handle_change(change):
if str(change.new) == '' or str(change.new) == '--' or str(
change.new) == '-':
pc_load_v.value = 'Volt. @ Load = N/A'
else:
targ_volt = calc_press(pc_gain, pc_press, pc_ini_V)
pc_load_v.value = 'Volt. @ Load = ' + targ_volt
pc_ini_V.observe(pc_handle_change, names='value')
pc_items = widgets.VBox(
children=[vessel_title, pc_gain, pc_press, pc_ini_V, pc_load_v])
ppa_gain = widgets.Text(placeholder='Ppa Gain (V/MPa)',
description='Ppa Gain (V/MPa):',
continuous_update=True,
disabled=False,
style=style)
ppa_press = widgets.Text(placeholder='MPa',
description='PpA Press. (MPa)',
continuous_update=True,
disabled=False,
style=style)
ppa_ini_V = widgets.Text(placeholder='Volt',
description='V. Init. Volt.:',
continuous_update=True,
disabled=False,
style=style)
ppa_load_v = widgets.Label(value='Volt. @ Load = ')
def ppa_handle_change(change):
if str(change.new) == '' or str(change.new) == '--' or str(
change.new) == '-':
ppa_load_v.value = 'Volt. @ Load = N/A'
else:
targ_volt = calc_press(ppa_gain, ppa_press, ppa_ini_V)
ppa_load_v.value = 'Volt. @ Load = ' + targ_volt
ppa_ini_V.observe(ppa_handle_change, names='value')
ppa_items = widgets.VBox(
children=[vessel_title, ppa_gain, ppa_press, ppa_ini_V, ppa_load_v])
ppb_gain = widgets.Text(placeholder='PpB Gain (V/MPa)',
description='PpB Gain (V/MPa):',
continuous_update=True,
disabled=False,
style=style)
ppb_press = widgets.Text(placeholder='MPa',
description='PpB Press. (MPa)',
continuous_update=True,
disabled=False,
style=style)
ppb_ini_V = widgets.Text(placeholder='Volt',
description='V. Init. Volt.:',
continuous_update=True,
disabled=False,
style=style)
ppb_load_v = widgets.Label(value='Volt. @ Load = ')
def ppb_handle_change(change):
if str(change.new) == '' or str(change.new) == '--' or str(
change.new) == '-':
ppb_load_v.value = 'Volt. @ Load = N/A'
else:
targ_volt = calc_press(ppb_gain, ppb_press, ppb_ini_V)
ppb_load_v.value = 'Volt. @ Load = ' + targ_volt
ppb_ini_V.observe(ppb_handle_change, names='value')
ppb_items = widgets.VBox(children=[
pore_fluid, vessel_title, ppb_gain, ppb_press, ppb_ini_V, ppb_load_v
])
layout_args = {
'flex_flow': 'row',
'padding': '10px',
'width': '75%',
'grid_gap': '60px'
}
layout2 = widgets.Layout(display='flex',
**layout_args,
border='2px solid royalblue')
horizontal = widgets.VBox(children=[
h_lc_title, h_lc_picker, h_lc_calib, h_lc_stress, h_lc_ini_V, h_load_v
],
layout=widgets.Layout(flex='1 1 0%',
width='auto'))
vertical = widgets.VBox(children=[
v_lc_title, v_lc_picker, v_lc_calib, v_lc_stress, v_lc_ini_V, v_load_v
],
layout=widgets.Layout(flex='1 1 0%', width='auto'))
layout = widgets.Layout(display='flex',
flex_flow='row',
align_items='stretch',
border='2px solid grey',
padding='10px',
width='75%')
hor_vert = widgets.GridBox(children=[horizontal, vertical], layout=layout)
use_vessel = widgets.RadioButtons(options=['yes', 'no'],
description='Use Vessel?',
value='no',
disabled=False)
def vessel_input(a):
pore_press = widgets.Label('')
if a == 'yes':
pore_press = widgets.GridBox(
children=[pc_items, ppa_items, ppb_items], layout=layout2)
return display(pore_press)
vessel_params = widgets.interactive_output(vessel_input, {'a': use_vessel})
data_logger = widgets.Dropdown(options=['8 channel', '16 channel'],
value='8 channel',
description='Data Logger Used:',
disabled=False,
style=style)
h_dcdt = widgets.Combobox(options=['short rod', 'long rod', 'None'],
placeholder='Horiz. DCDT',
ensure_option=True,
description='Horiz. DCDT:',
disabled=False,
style=style)
h_dcdt_calib = widgets.Text(placeholder='mm/V',
description='Horiz. DCDT calib.:',
continuous_update=True,
disabled=False,
style=style)
v_dcdt = widgets.Combobox(options=['Trans-Tek2', 'None'],
placeholder='Vert. DCDT',
ensure_option=True,
description='Vert. DCDT:',
disabled=False,
style=style)
v_dcdt_calib = widgets.Text(placeholder='mm/V',
description='Vert. DCDT calib.:',
continuous_update=True,
disabled=False,
style=style)
layout = widgets.Layout(display='flex',
flex_flow='row',
border='2px solid grey',
padding='10px',
grid_gap='5px 100px',
width='75%')
hdcdt = widgets.VBox(children=[h_dcdt, h_dcdt_calib],
layout=widgets.Layout(flex='1 1 1%', width='auto'))
vdcdt = widgets.VBox(children=[v_dcdt, v_dcdt_calib],
layout=widgets.Layout(flex='1 1 1%', width='auto'))
dcdts = widgets.GridBox(children=[data_logger, hdcdt, vdcdt],
layout=layout)
style2 = {'width': 'initial'}
purpose = widgets.Textarea(placeholder='Purpose/Description',
description='Purpose/Description',
continuous_update=True,
disabled=False,
style=style,
layout=widgets.Layout(flex='1 1 1%',
width='auto'))
ac_blocks = widgets.Text(placeholder='',
description='Acoustics blocks used',
continuous_update=True,
disabled=False,
style=style,
layout=widgets.Layout(flex='1 1 1%',
width='auto'))
temp = widgets.Text(placeholder='Temperature (C)',
description='Temperture',
continuous_update=True,
disabled=False,
style=style,
layout=widgets.Layout(flex='1 1 1%', width='auto'))
humid = widgets.Text(placeholder='Rel. Humid. (%)',
description='Relative Humidity',
continuous_update=True,
disabled=False,
style=style,
layout=widgets.Layout(flex='1 1 1%', width='auto'))
temp_humid = widgets.HBox([ac_blocks, temp, humid])
notes = widgets.Textarea(placeholder='Experiment Notes',
description='Experiment Notes',
continuous_update=True,
disabled=False,
style=style,
layout=widgets.Layout(flex='1 1 1%',
width='auto'))
layout = widgets.Layout(display='flex',
flex_flow='column',
align_items='stretch',
border='2px solid grey',
padding='10px',
width='75%')
exp_info = widgets.GridBox(children=[purpose, temp_humid, notes],
layout=layout)
# ---------------------------------------------------------------------------------------------------------
# PID SETTINGS
# ---------------------------------------------------------------------------------------------------------
use_pid = widgets.RadioButtons(options=['yes', 'no'],
description='Record PID?',
value='no',
disabled=False)
layout = widgets.Layout(display='inline_flex',
align_items='center',
align_content='center',
border='2px solid grey',
padding='10px',
width='75%')
pid_grid = widgets.GridspecLayout(4, 4, layout=layout)
pid_grid_args = {'continuous_update': True, 'disabled': False}
pid_grid[0, 0:2] = widgets.Label('Hor. Servo Settings')
pid_grid[1, 0] = widgets.Text(placeholder='',
description='P',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[2, 0] = widgets.Text(placeholder='',
description='I',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[3, 0] = widgets.Text(placeholder='',
description='D',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[1, 1] = widgets.Text(placeholder='',
description='Datten',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[2, 1] = widgets.Text(placeholder='',
description='Feedback',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[3, 1] = widgets.Text(placeholder='',
description='E-gain',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[0, 2::] = widgets.Label('Vert. Servo Settings')
pid_grid[1, 2] = widgets.Text(placeholder='',
description='P',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[2, 2] = widgets.Text(placeholder='',
description='I',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[3, 2] = widgets.Text(placeholder='',
description='D',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[1, 3] = widgets.Text(placeholder='',
description='Datten',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[2, 3] = widgets.Text(placeholder='',
description='Feedback',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
pid_grid[3, 3] = widgets.Text(placeholder='',
description='E-gain',
layout=widgets.Layout(width='150px'),
**pid_grid_args)
def pid_input(a):
pid_set = widgets.Label('')
if a == 'yes':
pid_set = pid_grid
return display(pid_set)
pid_params = widgets.interactive_output(pid_input, {'a': use_pid})
# ---------------------------------------------------------------------------------------------------------
# OUTPUT
# ---------------------------------------------------------------------------------------------------------
outputs = [
exp_name, op_name, hyd_start, hyd_end, pick_date, area, block_thck,
layer_thck, layer_thck_ld, material, part_size, h_lc_picker,
h_lc_calib, h_lc_stress, h_lc_ini_V, v_lc_picker, v_lc_calib,
v_lc_stress, v_lc_ini_V, pore_fluid, ppa_gain, ppa_press, ppa_ini_V,
ppa_load_v, ppb_gain, ppb_press, ppb_ini_V, ppb_load_v, pc_gain,
pc_press, pc_ini_V, pc_load_v, use_vessel, vessel_params, data_logger,
h_dcdt, h_dcdt_calib, v_dcdt, v_dcdt_calib, layout, purpose, ac_blocks,
temp, humid, notes, layout
]
gui = display(preamble, material_block, hor_vert, use_vessel,
vessel_params, dcdts, exp_info, use_pid, pid_params)
return gui, outputs
def __build(self):
"""
This function is used to build all widgets of the UI.
"""
# Section: "Plot Current Selected Dataset"
# ============================================================================================================ #
label = ipywidgets.Label(value="$\\textbf{•}$ $\\textbf{Current Selected Dataset}$: "
+ "$\\texttt{GlobalLandTemperaturesByCountry.csv}$ ")
self._widget_list.append(label)
# Section: "Plot Options"
# ============================================================================================================ #
label = ipywidgets.Label(value="$\\textbf{•}$ $\\textbf{Comparison Options}$")
self._widget_list.append(label)
label = ipywidgets.Label(
value="You can customize your $\\textit{Comparison}$ using following $\\textit{Widgets}$")
self._widget_list.append(label)
self._widget_month_combobox = ipywidgets.Combobox(
placeholder="Select/Type 'Month'...",
options=calendar.month_name[1:],
description='Month:',
layout=ipywidgets.Layout(width='350px'),
continuous_update=False
)
self._widget_month_checkbox = ipywidgets.Checkbox(
description="Enable 'Month Filter'",
layout=ipywidgets.Layout(width='350px')
)
grid = ipywidgets.GridspecLayout(1, 2)
grid[0, 0] = self._widget_month_combobox
grid[0, 1] = self._widget_month_checkbox
self._widget_list.append(grid)
self._widget_time_int_range_slider = ipywidgets.IntRangeSlider(
step=1,
description="Plot's 'Time Range'",
disabled=False,
continuous_update=False,
orientation='horizontal',
readout=True,
readout_format='d',
style={'description_width': 'initial'},
layout=ipywidgets.Layout(width='90%'),
)
self._widget_list.append(self._widget_time_int_range_slider)
self._widget_active_columns_select = ipywidgets.Select(
rows=10,
description='Active Column:',
disabled=False,
style={'description_width': 'initial'},
layout=ipywidgets.Layout(width='90%'),
)
self._widget_list.append(self._widget_active_columns_select)
# Section: "State Selection"
# ============================================================================================================ #
label = ipywidgets.Label(value="$\\textbf{•}$ $\\textbf{State Selection}$")
self._widget_list.append(label)
label = ipywidgets.Label(value="In order to compare regression lines, use the following combobox to select "
" a $\\textit{State}$, then click on $\\textit{'Add State'}$ button to insert it "
+ "into the list below.")
self._widget_list.append(label)
label = ipywidgets.Label(
value="We will compare regression lines of all $\\textit{States}$ that appear in that list!")
self._widget_list.append(label)
label = ipywidgets.Label(
value="You can remove a $\\textit{States}$ selecting it and clicking $\\textit{'Remove State'}$ button!")
self._widget_list.append(label)
self._widgets_state_for_comparison_combobox = ipywidgets.Combobox(
placeholder='Select a state...',
layout=ipywidgets.Layout(width='500px'),
continuous_update=False,
)
self._widgets_state_list_comparison_select = ipywidgets.Select(
options=[],
disabled=False,
layout=ipywidgets.Layout(width='500px'),
style={'description_width': 'initial'}
)
self._widgets_remove_state_comparison_list_button = ipywidgets.Button(
description="Remove 'State'",
disabled=False,
button_style="danger",
icon="minus"
)
self._widgets_insert_state_comparison_list_button = ipywidgets.Button(
description="Add 'State'",
disabled=False,
button_style="success",
icon="plus"
)
items = [self._widgets_insert_state_comparison_list_button, self._widgets_state_for_comparison_combobox,
self._widgets_remove_state_comparison_list_button, self._widgets_state_list_comparison_select]
self._widget_list.append(ipywidgets.GridBox(items,
layout=ipywidgets.Layout(grid_template_columns="repeat(2, 170px)")))
# Section: "Comparison Button"
# ============================================================================================================ #
label = ipywidgets.Label(value="$\\textbf{•}$ $\\textbf{Comparison Section}$")
self._widget_list.append(label)
self._widget_compare_button = ipywidgets.Button(description='Compare!',
disabled=False,
button_style='success',
icon='star')
self._widget_list.append(self._widget_compare_button)
# Section: "ERROR Label"
# ============================================================================================================ #
self._widget_error_label = ipywidgets.Label(value="")
self._widget_list.append(self._widget_error_label)
def __init__(self, path_or_url, **kw):
# data
self.path = path_or_url
x, y, w, labels = read2d(path_or_url, **kw)
if 'labels' not in kw:
kw['labels'] = labels
self.x = x
self.y = y
self.w = w
self.kw = kw
x0 = x[0]
y0 = y[:, 0]
xmin, xmax, dx = x[0, 0], x[0, -1], x[0, 1] - x[0, 0]
ymin, ymax, dy = y[0, 0], y[-1, 0], y[1, 0] - y[0, 0]
wmin, wmax = np.min(w), np.max(w)
dw = (wmax - wmin) / 20
# UI
self.s_xpos = widgets.FloatSlider(value=(xmin + xmax) / 2,
min=xmin,
max=xmax,
step=dx,
description='x')
self.s_ypos = widgets.FloatSlider(value=(ymin + ymax) / 2,
min=ymin,
max=ymax,
step=dy,
description='y')
vb1 = widgets.VBox([self.s_xpos, self.s_ypos])
self.s_gamma = widgets.IntSlider(value=0,
min=-100,
max=100,
step=10,
description='gamma')
self.s_vlim = widgets.FloatRangeSlider(value=[wmin, wmax],
min=wmin,
max=wmax,
step=dw,
description='limit')
self.c_cmap = widgets.Combobox(value='',
placeholder='Choose or type',
options=plt.colormaps(),
description='colormap:',
ensure_option=False,
disabled=False)
vb2 = widgets.VBox([self.s_gamma, self.s_vlim, self.c_cmap])
self.b_expMTX = widgets.Button(description='To mtx')
self.html_exp = widgets.HTML()
vb3 = widgets.VBox([self.b_expMTX, self.html_exp])
ui = widgets.Tab(children=[vb1, vb2, vb3])
[
ui.set_title(i, j)
for i, j in zip(range(3), ['linecuts', 'color', 'export'])
]
display(ui)
# figure
fig, axs = plt.subplots(1, 2,
figsize=(6.5, 2.5)) #main plot and h linecut
fig.canvas.header_visible = False
fig.canvas.toolbar_visible = False
fig.canvas.resizable = False
plt.subplots_adjust(wspace=0.4, bottom=0.2)
axs[1].yaxis.tick_right()
axs[1].tick_params(axis='x', colors='tab:orange')
axs[1].tick_params(axis='y', colors='tab:orange')
axv = fig.add_axes(axs[1].get_position(),
frameon=False) #ax vertical linecut
axv.xaxis.tick_top()
axv.tick_params(axis='x', colors='tab:blue')
axv.tick_params(axis='y', colors='tab:blue')
self.fig = fig
self.ax = axs[0]
self.axv = axv
self.axh = axs[1]
# plot 2D data
g = self.s_gamma.value
v0, v1 = self.s_vlim.value
self.kw['gamma'], self.kw['vmin'], self.kw['vmax'] = g, v0, v1
Painter.plot2d(self.x,
self.y,
self.w,
fig=self.fig,
ax=self.ax,
**self.kw)
self.im = [
obj for obj in self.ax.get_children()
if isinstance(obj, mpl.image.AxesImage)
or isinstance(obj, mpl.collections.QuadMesh)
][0]
# vlinecut
xpos = self.s_xpos.value
indx = np.abs(x0 - xpos).argmin() # x0 may be a non uniform array
[self.linev1] = axs[0].plot(x[:, indx], y0, 'tab:blue')
[self.linev2] = axv.plot(w[:, indx], y0, 'tab:blue')
self.indx = indx
# hlinecut
ypos = self.s_ypos.value
indy = np.abs(y0 - ypos).argmin()
[self.lineh1] = axs[0].plot(x0, y[indy, :], 'tab:orange')
[self.lineh2] = axs[1].plot(x0, w[indy, :], 'tab:orange')
self.indy = indy
self.s_gamma.observe(self.on_gamma_change, 'value')
self.s_vlim.observe(self.on_vlim_change, 'value')
self.c_cmap.observe(self.on_cmap_change, 'value')
self.s_xpos.observe(self.on_xpos_change, 'value')
self.s_ypos.observe(self.on_ypos_change, 'value')
self.fig.canvas.mpl_connect('button_press_event', self.on_mouse_click)
self.b_expMTX.on_click(self.exportMTX)
#いずれかがfloatならfloat
interact(f, x=(0.0, 10.0, 0.01))
#初期値
@interact(x=(0.0, 20.0, 0.5))
def h(x=5.5):
return x
#ドロップダウンメニュー
interact(f, x=['apples', 'oranges'])
interact(f, x=[('one', 10), ('two', 20)])
interact(f,
x=widgets.Combobox(options=["Chicago", "New York", "Washington"],
value="Chicago"))
"""#interactive : 再利用できるウィジェット"""
from IPython.display import display
def f(a, b):
display(a + b)
return a + b
w = interactive(f, a=10, b=20)
type(w)
w.children
