def create_chart(self, data: List[float] = None, labels: List[str] = None) -> None:
"""
Creates task chart window using base data
:return: None
"""
# c.
if data is not None:
self.data = data
if labels is not None:
self.labels = labels
c.add_plot(
self.plot_label,
no_mouse_pos=True,
xaxis_no_gridlines=True,
xaxis_no_tick_marks=True,
xaxis_no_tick_labels=True,
yaxis_no_gridlines=True,
yaxis_no_tick_marks=True,
yaxis_no_tick_labels=True,
width=300,
height=300,
)
c.add_same_line()
c.set_plot_xlimits(self.plot_label, 0, 1)
c.set_plot_ylimits(self.plot_label, 0, 1)
def create_component(self):
"""
Creates window with structure for component.
Used when combining with multiple components
before running c.start_dearpygui()
"""
with s.window(
"Example Component",
width=485,
height=335,
x_pos=0,
y_pos=0,
):
self._create_menu()
c.add_table(
self._table_name,
headers=self.labels,
width=200,
)
c.add_same_line()
c.add_plot(
self._plot_name,
width=200,
height=200,
no_legend=True,
)
self.update_data()
def generate_chart(self, data, labels):
if data is not None:
self.data = data
if labels is not None:
self.labels = labels
core.add_plot(self.plot_label, width=500, height=500)
self.draw_chart(data, labels)
def __init__(self):
with simple.window(self.windowName,
width=self.xSize,
height=self.ySize,
x_pos=self.xPos,
y_pos=self.yPos):
core.add_separator()
core.add_plot(self.plotName)
super().__init__()
def display_history_graph(self, historyDict, numberOfEpochs):
with simple.window(self.learningGraph, width=300, height=300):
core.add_separator()
core.add_plot(self.historyPlotName)
xAxis = range(0, numberOfEpochs)
core.add_line_series(self.historyPlotName, "Dokładnosc", xAxis,
historyDict['accuracy'])
core.add_line_series(self.historyPlotName, "Strata", xAxis,
historyDict['loss'])
def __init__(self):
with simple.window(self.windowName,
width=self.xSize,
height=self.ySize,
x_pos=self.xPos,
y_pos=self.yPos):
core.add_button(self.importButtonName,
callback=self.open_file_dialog)
core.add_label_text(name=self.fileStatus,
label='##' + self.fileMissing,
default_value=self.fileMissing)
core.add_separator()
core.add_same_line()
core.add_plot(self.plotName)
super().__init__()
def init_ui(self):
"""Initialize the container's UI"""
# the monitor profile is in a tab
with dpg_simple.tab(self._tab_id, parent=self.parent, no_tooltip=True):
# Create 2 groups and put them on the same line
with dpg_simple.group(self._left_panel_id, parent=self._tab_id):
# The grid input
dpg_core.add_input_int2(
self._input_id,
parent=self._left_panel_id,
callback=self.input_callback,
default_value=[1, 1],
)
# snap button
dpg_core.add_button(self._snap_id,
parent=self._left_panel_id,
callback=self.snap)
# Customize grid with the plot
dpg_core.add_plot(
self._plot_id,
parent=self._left_panel_id,
height=-1,
xaxis_lock_min=True,
xaxis_lock_max=True,
y2axis_lock_min=True,
y2axis_lock_max=True,
yaxis_no_tick_marks=True,
yaxis_no_tick_labels=True,
xaxis_no_tick_marks=True,
xaxis_no_tick_labels=True,
xaxis_no_gridlines=True,
yaxis_no_gridlines=True,
)
# Ensure the plot's limits are the work area
dpg_core.set_plot_xlimits(self._plot_id,
xmin=self.monitor.work.left,
xmax=self.monitor.work.right)
dpg_core.set_plot_ylimits(self._plot_id,
ymin=self.monitor.work.top,
ymax=self.monitor.work.bottom)
# Put the application table on the right
dpg_core.add_same_line(parent=self._tab_id)
with dpg_simple.group(self._right_panel_id, parent=self._tab_id):
self._app_table = AppTable(parent=self._right_panel_id)
def make_plot():
date_data_since = date - datetime.timedelta(30)
scatter_plot_weekly_data = yfs.get_data(ticker, start_date=date_data_since, interval="1d")
indecis = [x for x in scatter_plot_weekly_data.index]
start_date = indecis[0]
x_axis = [(x - start_date).days for x in indecis]
y_axis_max = [scatter_plot_weekly_data.loc[x]['high'] for x in indecis]
y_axis_min = [scatter_plot_weekly_data.loc[x]['low'] for x in indecis]
gg.add_plot("30 Day Price Fluctuation", height=300, scale_max=.5,
x_axis_name=f"Days since {start_date}", y_axis_name="Single share price")
gg.add_scatter_series("30 Day Price Fluctuation", "Day High", x=x_axis, y=y_axis_max, size=3)
gg.add_scatter_series("30 Day Price Fluctuation", "Day Low", x=x_axis, y=y_axis_min, marker=1, size=3)
# Set initial plot view
gg.set_plot_xlimits("30 Day Price Fluctuation", 0, 30)
gg.set_plot_ylimits("30 Day Price Fluctuation", min(y_axis_min)*.97, max(y_axis_max)*1.03)
gg.set_plot_ylimits_auto("30 Day Price Fluctuation")
gg.set_plot_xlimits_auto("30 Day Price Fluctuation")
def generate_chart(self, data, labels):
if data is not None:
self.data = data
if labels is not None:
self.labels = labels
core.add_plot(
self.plot_label,
no_mouse_pos=True,
xaxis_no_gridlines=True,
xaxis_no_tick_marks=True,
xaxis_no_tick_labels=True,
yaxis_no_gridlines=True,
yaxis_no_tick_marks=True,
yaxis_no_tick_labels=True,
width=500,
height=500,
)
core.set_plot_xlimits(self.plot_label, 0, 1)
core.set_plot_ylimits(self.plot_label, 0, 1)
self.draw_chart(data, labels)
def create_model(sender, data):
predict, original = model.create_model(model_company)
print(predict.index)
print(predict[0])
print(type(predict.index))
print(type(predict[0]))
core.add_line_series("Pred",
"Prediction",
predict.index.tolist(),
predict[0].tolist(),
color=[255, 50, 50, 100])
with simple.window("Stock", width=650, height=300, x_pos=10, y_pos=110):
core.add_plot("Plot", height=-1)
with simple.window("Market Cap", width=650, height=300, x_pos=10, y_pos=415):
core.add_plot("Cap", height=-1)
with simple.window("Select Company", height=90, x_pos=10, y_pos=5):
with simple.menu("Companies##plot"):
for file in os.listdir("dataset"):
filename = os.fsdecode(file)
if filename.endswith(".csv"):
core.add_menu_item(filename.split('_')[0] + "##plot",
callback_data=filename,
callback=plot_callback)
with simple.menu("Cap Interval"):
core.add_menu_item("Daily",
def construct(self):
with simple.group(self.name, parent=self.parent):
# GUI elements for the algorithm selection ########################
core.add_group("algorithm_input##labels",
horizontal=True,
horizontal_spacing=90)
core.add_text("Available algorithms")
core.add_text("Selected algorithms")
core.end() # algorithm_input##labels
core.add_group("algorithm_input#lists",
horizontal=True,
horizontal_spacing=0)
core.add_listbox(
"algorithm_selector##available",
label="",
items=self.available_algorithms,
width=220,
)
core.add_listbox(
"algorithm_selector##selected",
label="",
items=self.selected_algorithms,
width=220,
)
core.end() # algorithm_input##lists
def move(src, dest, gui_element):
if len(src):
current = core.get_value(gui_element)
item = src.pop(current)
dest.append(item)
self.update_listbox()
def move_all(src, dest):
for i in src:
dest.append(i)
src.clear()
self.update_listbox()
def add(sender):
move(
self.available_algorithms,
self.selected_algorithms,
"algorithm_selector##available",
)
def add_all(sender):
move_all(self.available_algorithms, self.selected_algorithms)
def remove(sender):
move(
self.selected_algorithms,
self.available_algorithms,
"algorithm_selector##selected",
)
def remove_all(sender):
move_all(self.selected_algorithms, self.available_algorithms)
core.add_group("algorithm_input##buttons", horizontal=True)
core.add_button("Add", width=107, callback=add)
core.add_button("Add all", width=107, callback=add_all)
core.add_button("Remove", width=107, callback=remove)
core.add_button("Remove all", width=107, callback=remove_all)
core.end() # algorithm_input##buttons
core.add_button(
"Execute",
callback=self.execute_algorithms,
callback_data=self.selected_algorithms,
)
# GUI elements for the metrics display ################################
core.add_radio_button("metrics",
items=["Elapsed times", "Expanded nodes"],
callback=self.handle_metric,
horizontal=True)
core.add_plot("Metrics plot")
core.add_bar_series("Metrics plot", "Metrics", [], [])
core.set_plot_xlimits("Metrics plot", 0, 6)
def _setup_add_widget(self, dpg_args) -> None:
dpgcore.add_plot(self.id, **dpg_args)
def show_demo():
_create_static_textures()
_create_dynamic_textures()
with cxt.collapsing_header(label="Textures & Images"):
with cxt.tree_node(label="Help"):
dpg.add_separator()
dpg.add_text("ABOUT TEXTURES:")
dpg.add_text("Textures are buffers of RGBA data.",
bullet=True,
indent=20)
dpg.add_text("Textures are used by 'image based' widgets:",
bullet=True,
indent=20)
dpg.add_text("add_image", bullet=True, indent=50)
dpg.add_text("add_image_button", bullet=True, indent=50)
dpg.add_text("draw_image", bullet=True, indent=50)
dpg.add_text("add_image_series", bullet=True, indent=50)
dpg.add_text("Textures are themselves widgets.",
bullet=True,
indent=20)
dpg.add_text(
"Textures must be a child of a texture container widget.",
bullet=True,
indent=20)
dpg.add_text(
"Textures can be either static or dynamic (see following sections).",
bullet=True,
indent=20)
dpg.add_separator()
dpg.add_text("PROGRAMMER GUIDE:")
dpg.add_text(
"'image based' widgets hold a reference to a texture widget.",
bullet=True,
indent=20)
dpg.add_text(
"Deleting the texture widget will not affect widget's using it.",
bullet=True,
indent=50)
dpg.add_text(
"Textures are only free'd from the GPU when the reference count reaches 0.",
bullet=True,
indent=50)
dpg.add_text(
"The texture container widget is a root (has no parent).",
bullet=True,
indent=20)
dpg.add_text("The texture container widget is hidden by default.",
bullet=True,
indent=20)
dpg.add_text(
"'Showing' it, opens a manager to inspect the textures within.",
bullet=True,
indent=50)
dpg.add_same_line()
dpg.add_button(label="Press Here",
small=True,
callback=lambda: dpg.configure_item(
demo_texture_container, show=True))
dpg.add_separator()
with cxt.tree_node(label="Static Textures"):
dpg.add_separator()
dpg.add_text("ABOUT STATIC TEXTURES:")
dpg.add_text("Can NOT be modified after creation.",
bullet=True,
indent=20)
dpg.add_text("Can be loaded from a file using the 'file' keyword.",
bullet=True,
indent=20)
dpg.add_separator()
with cxt.group(horizontal=True):
with cxt.group():
dpg.add_text("Image Button")
dpg.add_image_button(demo_static_texture_1)
with cxt.group():
dpg.add_text("Image")
dpg.add_image(demo_static_texture_2)
with cxt.group():
dpg.add_text("Image (texture size)")
dpg.add_image(demo_static_texture_3)
with cxt.group():
dpg.add_text("Image (2x texture size)")
dpg.add_image(demo_static_texture_3, width=200, height=200)
dpg.add_image("INTERNAL_DPG_FONT_ATLAS")
with cxt.tree_node(label="Dynamic Textures"):
dpg.add_separator()
dpg.add_text("ABOUT DYNAMIC TEXTURES:")
dpg.add_text("Can be modified after creation with 'set_value'.",
bullet=True,
indent=20)
dpg.add_text(
"New data must be the same dimensions as the original",
bullet=True,
indent=20)
dpg.add_separator()
with cxt.group():
dpg.add_color_picker(label="Texture 1",
default_value=(255, 0, 255, 255),
no_side_preview=True,
alpha_bar=True,
width=200,
callback=_update_dynamic_textures,
callback_data=1)
dpg.add_text("Image Button")
dpg.add_image_button(demo_dynamic_texture_1,
width=100,
height=100)
dpg.add_same_line()
with cxt.group():
dpg.add_color_picker(label="Texture 2",
default_value=(255, 255, 0, 255),
no_side_preview=True,
alpha_bar=True,
width=200,
callback=_update_dynamic_textures,
callback_data=2)
dpg.add_text("Image")
dpg.add_image(demo_dynamic_texture_2)
with cxt.tree_node(label="Image Series (plots)"):
plot_id = dpg.add_plot(label="Image Plot", height=400)
dpg.add_image_series("INTERNAL_DPG_FONT_ATLAS", [300, 300],
[400, 400],
label="font atlas",
parent=plot_id)
dpg.add_image_series(demo_static_texture_1, [0, 0], [100, 100],
label="static 1",
parent=plot_id)
dpg.add_image_series(demo_static_texture_2, [150, 150], [200, 200],
label="static 2",
parent=plot_id)
dpg.add_image_series(demo_static_texture_3, [200, -150],
[300, -50],
label="static 3",
parent=plot_id)
dpg.add_image_series(demo_dynamic_texture_1, [-200, 100],
[-100, 200],
label="dynamic 1",
parent=plot_id)
dpg.add_image_series(demo_dynamic_texture_2, [-200, -100],
[-150, -50],
label="dynamic 2",
parent=plot_id)
with cxt.tree_node(label="Drawlists"):
with cxt.drawlist(width=400, height=300):
dpg.draw_rectangle((0, 0), (400, 300),
color=(100, 100, 100, 250),
thickness=2)
dpg.draw_image(demo_static_texture_3, [0, 0], [100, 100])
dpg.draw_image(demo_dynamic_texture_1, [200, 100], [300, 200])