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import streamlit as st
from streamlit_option_menu import option_menu
from tools.utilities import load_css
import json
from views.dashboard import Dashboard
from views.data_annotation import DataAnnotation
from views.model_training import ModelTraining
from views.model_tuning import ModelTuning
from views.data_inference import DataInference
from views.setup import Setup
from views.data_review import DataReview
from views.about import About
import streamlit_javascript as st_js
st.set_page_config(
page_title="Sparrow",
page_icon="favicon.ico",
layout="wide"
)
load_css()
class Model:
menuTitle = "Sparrow"
option1 = "Dashboard"
option2 = "Data Annotation"
option3 = "Model Training"
option4 = "Model Tuning"
option5 = "Inference"
option6 = "Data Review"
option7 = "Setup"
option8 = "About"
menuIcon = "menu-up"
icon1 = "speedometer"
icon2 = "activity"
icon3 = "motherboard"
icon4 = "graph-up-arrow"
icon5 = "journal-arrow-down"
icon6 = "droplet"
icon7 = "clipboard-data"
icon8 = "chat"
def view(model):
with st.sidebar:
menuItem = option_menu(model.menuTitle,
[model.option1, model.option2, model.option5, model.option6, model.option7, model.option8],
icons=[model.icon1, model.icon2, model.icon5, model.icon6, model.icon7, model.icon8],
menu_icon=model.menuIcon,
default_index=0,
styles={
"container": {"padding": "5!important", "background-color": "#fafafa"},
"icon": {"color": "black", "font-size": "25px"},
"nav-link": {"font-size": "16px", "text-align": "left", "margin": "0px",
"--hover-color": "#eee"},
"nav-link-selected": {"background-color": "#037ffc"},
})
if menuItem == model.option1:
Dashboard().view(Dashboard.Model())
logout_widget()
if menuItem == model.option2:
if 'ui_width' not in st.session_state or 'device_type' not in st.session_state or 'device_width' not in st.session_state:
# Get UI width
ui_width = st_js.st_javascript("window.innerWidth", key="ui_width_comp")
device_width = st_js.st_javascript("window.screen.width", key="device_width_comp")
if ui_width > 0 and device_width > 0:
# Add 20% of current screen width to compensate for the sidebar
ui_width = round(ui_width + (20 * ui_width / 100))
if device_width > 768:
device_type = 'desktop'
else:
device_type = 'mobile'
st.session_state['ui_width'] = ui_width
st.session_state['device_type'] = device_type
st.session_state['device_width'] = device_width
st.experimental_rerun()
else:
DataAnnotation().view(DataAnnotation.Model(), st.session_state['ui_width'], st.session_state['device_type'],
st.session_state['device_width'])
logout_widget()
if menuItem == model.option3:
ModelTraining().view(ModelTraining.Model())
logout_widget()
if menuItem == model.option4:
ModelTuning().view(ModelTuning.Model())
logout_widget()
if menuItem == model.option5:
if 'ui_width' not in st.session_state or 'device_type' not in st.session_state or 'device_width' not in st.session_state:
# Get UI width
ui_width = st_js.st_javascript("window.innerWidth", key="ui_width_comp")
device_width = st_js.st_javascript("window.screen.width", key="device_width_comp")
if ui_width > 0 and device_width > 0:
# Add 20% of current screen width to compensate for the sidebar
ui_width = round(ui_width + (20 * ui_width / 100))
if device_width > 768:
device_type = 'desktop'
else:
device_type = 'mobile'
st.session_state['ui_width'] = ui_width
st.session_state['device_type'] = device_type
st.session_state['device_width'] = device_width
st.experimental_rerun()
else:
DataInference().view(DataInference.Model(), st.session_state['ui_width'], st.session_state['device_type'],
st.session_state['device_width'])
logout_widget()
if menuItem == model.option6:
if 'ui_width' not in st.session_state or 'device_type' not in st.session_state or 'device_width' not in st.session_state:
# Get UI width
ui_width = st_js.st_javascript("window.innerWidth", key="ui_width_comp")
device_width = st_js.st_javascript("window.screen.width", key="device_width_comp")
if ui_width > 0 and device_width > 0:
# Add 20% of current screen width to compensate for the sidebar
ui_width = round(ui_width + (20 * ui_width / 100))
if device_width > 768:
device_type = 'desktop'
else:
device_type = 'mobile'
st.session_state['ui_width'] = ui_width
st.session_state['device_type'] = device_type
st.session_state['device_width'] = device_width
st.experimental_rerun()
else:
DataReview().view(DataReview.Model(), st.session_state['ui_width'], st.session_state['device_type'],
st.session_state['device_width'])
logout_widget()
if menuItem == model.option7:
Setup().view(Setup.Model())
logout_widget()
if menuItem == model.option8:
About().view(About.Model())
logout_widget()
def logout_widget():
with st.sidebar:
st.markdown("---")
# st.write("User:", "John Doe")
st.write("Version:", "2.0.0")
# st.button("Logout")
# st.markdown("---")
if 'visitors' not in st.session_state:
with open("docs/visitors.json", "r") as f:
visitors_json = json.load(f)
visitors = visitors_json["meta"]["visitors"]
visitors += 1
visitors_json["meta"]["visitors"] = visitors
with open("docs/visitors.json", "w") as f:
json.dump(visitors_json, f)
st.session_state['visitors'] = visitors
else:
visitors = st.session_state['visitors']
st.write("Counter:", visitors)
view(Model())
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