HaLim
commited on
Commit
Β·
ac5a7da
1
Parent(s):
4003592
configuration page
Browse files- app.py +46 -0
- config_page.py +379 -0
app.py
ADDED
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"""
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Supply Roster Optimization Tool - Streamlit App
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Simplified version with configuration and optimization results
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"""
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import streamlit as st
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import sys
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import os
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# Add src directory to path for imports
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sys.path.append(os.path.join(os.path.dirname(__file__), 'src'))
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# Set page config
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st.set_page_config(
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page_title="Supply Roster Optimization Tool",
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page_icon="π¦",
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layout="wide",
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initial_sidebar_state="expanded"
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)
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# Sidebar navigation
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st.sidebar.title("π¦ Supply Roster Tool")
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st.sidebar.markdown("---")
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# Navigation
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page = st.sidebar.selectbox(
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"Navigate to:",
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["βοΈ Configuration", "π Optimization Results"],
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index=0
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)
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# Main app content
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if page == "βοΈ Configuration":
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# Import and render the config page
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from config_page import render_config_page
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st.title("π¦ Supply Roster Optimization Tool")
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st.markdown("---")
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render_config_page()
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elif page == "π Optimization Results":
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# Import and render the optimization page
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from optimization_page import render_optimization_page
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render_optimization_page()
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config_page.py
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| 1 |
+
"""
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| 2 |
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Configuration Page for Supply Roster Optimization Tool
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| 3 |
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Contains all user input controls with default values from config
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| 4 |
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"""
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| 5 |
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| 6 |
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import streamlit as st
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| 7 |
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import datetime
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| 8 |
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import sys
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import os
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| 10 |
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| 11 |
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# Add src directory to path for imports
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| 12 |
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sys.path.append(os.path.join(os.path.dirname(__file__), '..', 'src'))
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def render_config_page():
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"""Render the configuration page with all user input controls"""
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st.title("βοΈ Configuration")
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st.markdown("---")
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st.markdown("Configure optimization parameters and constraints for roster planning.")
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# Initialize session state for all configuration values
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initialize_session_state()
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# Create tabs for better organization
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tab1, tab2, tab3, tab4 = st.tabs(["π
Schedule", "π₯ Workforce", "π Operations", "π° Cost"])
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with tab1:
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render_schedule_config()
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with tab2:
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render_workforce_config()
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with tab3:
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render_operations_config()
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with tab4:
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render_cost_config()
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# Save configuration button
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st.markdown("---")
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col1, col2, col3 = st.columns([1, 1, 1])
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with col2:
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if st.button("πΎ Save Configuration", type="primary", use_container_width=True):
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save_configuration()
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st.success("β
Configuration saved successfully!")
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def initialize_session_state():
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"""Initialize session state with default values from config"""
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# Default values based on optimization_config.py
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defaults = {
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# Schedule configuration
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'start_date': datetime.date(2025, 7, 7),
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'end_date': datetime.date(2025, 7, 11),
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'schedule_type': 'daily',
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# Shift configuration
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'evening_shift_mode': 'normal',
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'evening_shift_threshold': 0.9,
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# Fixed staff configuration
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'fixed_staff_mode': 'priority',
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# Payment configuration
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'payment_mode_shift_1': 'bulk',
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'payment_mode_shift_2': 'bulk',
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'payment_mode_shift_3': 'partial',
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# Workforce limits
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'max_unicef_per_day': 8,
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'max_humanizer_per_day': 10,
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# Operations
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'max_parallel_workers_long_line': 15,
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'max_parallel_workers_mini_load': 15,
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'max_hour_per_person_per_day': 14,
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# Shift hours
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'max_hours_shift_1': 7.5,
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'max_hours_shift_2': 7.5,
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'max_hours_shift_3': 5.0,
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# Line counts (will be loaded from data)
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'line_count_long_line': 6,
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'line_count_mini_load': 7,
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}
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+
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| 88 |
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# Initialize session state with defaults if not already set
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for key, value in defaults.items():
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if key not in st.session_state:
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st.session_state[key] = value
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+
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def render_schedule_config():
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"""Render schedule configuration section"""
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st.header("π
Schedule Configuration")
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| 97 |
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col1, col2 = st.columns(2)
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+
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| 99 |
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with col1:
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st.session_state.start_date = st.date_input(
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"Start Date",
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value=st.session_state.start_date,
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| 103 |
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help="Start date for the optimization period"
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| 104 |
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)
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| 105 |
+
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with col2:
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st.session_state.end_date = st.date_input(
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"End Date",
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| 109 |
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value=st.session_state.end_date,
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| 110 |
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help="End date for the optimization period"
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| 111 |
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)
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| 112 |
+
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| 113 |
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# Validate date range
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| 114 |
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if st.session_state.start_date > st.session_state.end_date:
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| 115 |
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st.error("β οΈ Start date must be before or equal to end date!")
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| 116 |
+
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| 117 |
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# Schedule type
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| 118 |
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st.session_state.schedule_type = st.selectbox(
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| 119 |
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"Schedule Type",
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| 120 |
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options=['daily', 'weekly'],
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| 121 |
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index=0 if st.session_state.schedule_type == 'daily' else 1,
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| 122 |
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help="Choose between daily or weekly scheduling"
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| 123 |
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)
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| 124 |
+
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| 125 |
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# Evening shift configuration
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| 126 |
+
st.subheader("π Evening Shift Configuration")
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| 127 |
+
|
| 128 |
+
st.session_state.evening_shift_mode = st.selectbox(
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| 129 |
+
"Evening Shift Mode",
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| 130 |
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options=['normal', 'activate_evening', 'always_available'],
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| 131 |
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index=['normal', 'activate_evening', 'always_available'].index(st.session_state.evening_shift_mode),
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| 132 |
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help="""
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| 133 |
+
- **Normal**: Only regular shift (1) and overtime shift (3)
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| 134 |
+
- **Activate Evening**: Allow evening shift (2) when demand is high
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| 135 |
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- **Always Available**: Evening shift always available as option
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| 136 |
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"""
|
| 137 |
+
)
|
| 138 |
+
|
| 139 |
+
if st.session_state.evening_shift_mode == 'activate_evening':
|
| 140 |
+
st.session_state.evening_shift_threshold = st.slider(
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| 141 |
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"Evening Shift Activation Threshold",
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| 142 |
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min_value=0.1,
|
| 143 |
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max_value=1.0,
|
| 144 |
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value=st.session_state.evening_shift_threshold,
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| 145 |
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step=0.1,
|
| 146 |
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help="Activate evening shift if regular+overtime capacity < threshold of demand"
|
| 147 |
+
)
|
| 148 |
+
|
| 149 |
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def render_workforce_config():
|
| 150 |
+
"""Render workforce configuration section"""
|
| 151 |
+
st.header("π₯ Workforce Configuration")
|
| 152 |
+
|
| 153 |
+
# Fixed staff constraint mode
|
| 154 |
+
st.session_state.fixed_staff_mode = st.selectbox(
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| 155 |
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"Fixed Staff Constraint Mode",
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| 156 |
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options=['mandatory', 'available', 'priority', 'none'],
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| 157 |
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index=['mandatory', 'available', 'priority', 'none'].index(st.session_state.fixed_staff_mode),
|
| 158 |
+
help="""
|
| 159 |
+
- **Mandatory**: Forces all fixed staff to work full hours every day
|
| 160 |
+
- **Available**: Staff available up to limits but not forced
|
| 161 |
+
- **Priority**: Fixed staff used first, then temporary staff (recommended)
|
| 162 |
+
- **None**: Purely demand-driven scheduling
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| 163 |
+
"""
|
| 164 |
+
)
|
| 165 |
+
|
| 166 |
+
# Workforce limits
|
| 167 |
+
st.subheader("π¨βπΌ Daily Workforce Limits")
|
| 168 |
+
|
| 169 |
+
col1, col2 = st.columns(2)
|
| 170 |
+
|
| 171 |
+
with col1:
|
| 172 |
+
st.session_state.max_unicef_per_day = st.number_input(
|
| 173 |
+
"Max UNICEF Fixed Term per Day",
|
| 174 |
+
min_value=1,
|
| 175 |
+
max_value=50,
|
| 176 |
+
value=st.session_state.max_unicef_per_day,
|
| 177 |
+
help="Maximum number of UNICEF fixed term employees per day"
|
| 178 |
+
)
|
| 179 |
+
|
| 180 |
+
with col2:
|
| 181 |
+
st.session_state.max_humanizer_per_day = st.number_input(
|
| 182 |
+
"Max Humanizer per Day",
|
| 183 |
+
min_value=1,
|
| 184 |
+
max_value=50,
|
| 185 |
+
value=st.session_state.max_humanizer_per_day,
|
| 186 |
+
help="Maximum number of Humanizer employees per day"
|
| 187 |
+
)
|
| 188 |
+
|
| 189 |
+
# Working hours configuration
|
| 190 |
+
st.subheader("β° Working Hours Configuration")
|
| 191 |
+
|
| 192 |
+
st.session_state.max_hour_per_person_per_day = st.number_input(
|
| 193 |
+
"Max Hours per Person per Day",
|
| 194 |
+
min_value=1,
|
| 195 |
+
max_value=24,
|
| 196 |
+
value=st.session_state.max_hour_per_person_per_day,
|
| 197 |
+
help="Legal maximum working hours per person per day"
|
| 198 |
+
)
|
| 199 |
+
|
| 200 |
+
col1, col2, col3 = st.columns(3)
|
| 201 |
+
|
| 202 |
+
with col1:
|
| 203 |
+
st.session_state.max_hours_shift_1 = st.number_input(
|
| 204 |
+
"Max Hours - Shift 1 (Regular)",
|
| 205 |
+
min_value=1.0,
|
| 206 |
+
max_value=12.0,
|
| 207 |
+
value=st.session_state.max_hours_shift_1,
|
| 208 |
+
step=0.5,
|
| 209 |
+
help="Maximum hours per person for regular shift"
|
| 210 |
+
)
|
| 211 |
+
|
| 212 |
+
with col2:
|
| 213 |
+
st.session_state.max_hours_shift_2 = st.number_input(
|
| 214 |
+
"Max Hours - Shift 2 (Evening)",
|
| 215 |
+
min_value=1.0,
|
| 216 |
+
max_value=12.0,
|
| 217 |
+
value=st.session_state.max_hours_shift_2,
|
| 218 |
+
step=0.5,
|
| 219 |
+
help="Maximum hours per person for evening shift"
|
| 220 |
+
)
|
| 221 |
+
|
| 222 |
+
with col3:
|
| 223 |
+
st.session_state.max_hours_shift_3 = st.number_input(
|
| 224 |
+
"Max Hours - Shift 3 (Overtime)",
|
| 225 |
+
min_value=1.0,
|
| 226 |
+
max_value=12.0,
|
| 227 |
+
value=st.session_state.max_hours_shift_3,
|
| 228 |
+
step=0.5,
|
| 229 |
+
help="Maximum hours per person for overtime shift"
|
| 230 |
+
)
|
| 231 |
+
|
| 232 |
+
def render_operations_config():
|
| 233 |
+
"""Render operations configuration section"""
|
| 234 |
+
st.header("π Operations Configuration")
|
| 235 |
+
|
| 236 |
+
# Line configuration
|
| 237 |
+
st.subheader("π¦ Production Line Configuration")
|
| 238 |
+
|
| 239 |
+
col1, col2 = st.columns(2)
|
| 240 |
+
|
| 241 |
+
with col1:
|
| 242 |
+
st.session_state.line_count_long_line = st.number_input(
|
| 243 |
+
"Number of Long Lines",
|
| 244 |
+
min_value=1,
|
| 245 |
+
max_value=20,
|
| 246 |
+
value=st.session_state.line_count_long_line,
|
| 247 |
+
help="Number of long line production lines available"
|
| 248 |
+
)
|
| 249 |
+
|
| 250 |
+
st.session_state.max_parallel_workers_long_line = st.number_input(
|
| 251 |
+
"Max Workers per Long Line",
|
| 252 |
+
min_value=1,
|
| 253 |
+
max_value=50,
|
| 254 |
+
value=st.session_state.max_parallel_workers_long_line,
|
| 255 |
+
help="Maximum number of workers that can work simultaneously on a long line"
|
| 256 |
+
)
|
| 257 |
+
|
| 258 |
+
with col2:
|
| 259 |
+
st.session_state.line_count_mini_load = st.number_input(
|
| 260 |
+
"Number of Mini Load Lines",
|
| 261 |
+
min_value=1,
|
| 262 |
+
max_value=20,
|
| 263 |
+
value=st.session_state.line_count_mini_load,
|
| 264 |
+
help="Number of mini load production lines available"
|
| 265 |
+
)
|
| 266 |
+
|
| 267 |
+
st.session_state.max_parallel_workers_mini_load = st.number_input(
|
| 268 |
+
"Max Workers per Mini Load Line",
|
| 269 |
+
min_value=1,
|
| 270 |
+
max_value=50,
|
| 271 |
+
value=st.session_state.max_parallel_workers_mini_load,
|
| 272 |
+
help="Maximum number of workers that can work simultaneously on a mini load line"
|
| 273 |
+
)
|
| 274 |
+
|
| 275 |
+
def render_cost_config():
|
| 276 |
+
"""Render cost configuration section"""
|
| 277 |
+
st.header("π° Cost Configuration")
|
| 278 |
+
|
| 279 |
+
# Payment mode configuration
|
| 280 |
+
st.subheader("π³ Payment Mode Configuration")
|
| 281 |
+
|
| 282 |
+
st.markdown("""
|
| 283 |
+
**Payment Modes:**
|
| 284 |
+
- **Bulk**: If employee works any hours in shift, pay for full shift hours
|
| 285 |
+
- **Partial**: Pay only for actual hours worked
|
| 286 |
+
""")
|
| 287 |
+
|
| 288 |
+
col1, col2, col3 = st.columns(3)
|
| 289 |
+
|
| 290 |
+
with col1:
|
| 291 |
+
st.session_state.payment_mode_shift_1 = st.selectbox(
|
| 292 |
+
"Shift 1 (Regular) Payment",
|
| 293 |
+
options=['bulk', 'partial'],
|
| 294 |
+
index=0 if st.session_state.payment_mode_shift_1 == 'bulk' else 1,
|
| 295 |
+
help="Payment mode for regular shift"
|
| 296 |
+
)
|
| 297 |
+
|
| 298 |
+
with col2:
|
| 299 |
+
st.session_state.payment_mode_shift_2 = st.selectbox(
|
| 300 |
+
"Shift 2 (Evening) Payment",
|
| 301 |
+
options=['bulk', 'partial'],
|
| 302 |
+
index=0 if st.session_state.payment_mode_shift_2 == 'bulk' else 1,
|
| 303 |
+
help="Payment mode for evening shift"
|
| 304 |
+
)
|
| 305 |
+
|
| 306 |
+
with col3:
|
| 307 |
+
st.session_state.payment_mode_shift_3 = st.selectbox(
|
| 308 |
+
"Shift 3 (Overtime) Payment",
|
| 309 |
+
options=['bulk', 'partial'],
|
| 310 |
+
index=0 if st.session_state.payment_mode_shift_3 == 'bulk' else 1,
|
| 311 |
+
help="Payment mode for overtime shift"
|
| 312 |
+
)
|
| 313 |
+
|
| 314 |
+
# Cost information display (read-only from config)
|
| 315 |
+
st.subheader("π΅ Hourly Rates (From Configuration)")
|
| 316 |
+
|
| 317 |
+
# Display current cost configuration
|
| 318 |
+
cost_info = """
|
| 319 |
+
**UNICEF Fixed Term:**
|
| 320 |
+
- Shift 1 (Regular): β¬43.27/hour
|
| 321 |
+
- Shift 2 (Evening): β¬43.27/hour
|
| 322 |
+
- Shift 3 (Overtime): β¬64.91/hour
|
| 323 |
+
|
| 324 |
+
**Humanizer:**
|
| 325 |
+
- Shift 1 (Regular): β¬27.94/hour
|
| 326 |
+
- Shift 2 (Evening): β¬27.94/hour
|
| 327 |
+
- Shift 3 (Overtime): β¬41.91/hour
|
| 328 |
+
"""
|
| 329 |
+
|
| 330 |
+
st.info(cost_info)
|
| 331 |
+
|
| 332 |
+
def save_configuration():
|
| 333 |
+
"""Save current configuration to session state and potentially to file"""
|
| 334 |
+
|
| 335 |
+
# Create configuration dictionary
|
| 336 |
+
config = {
|
| 337 |
+
'date_range': {
|
| 338 |
+
'start_date': st.session_state.start_date,
|
| 339 |
+
'end_date': st.session_state.end_date,
|
| 340 |
+
},
|
| 341 |
+
'schedule_type': st.session_state.schedule_type,
|
| 342 |
+
'evening_shift_mode': st.session_state.evening_shift_mode,
|
| 343 |
+
'evening_shift_threshold': st.session_state.evening_shift_threshold,
|
| 344 |
+
'fixed_staff_mode': st.session_state.fixed_staff_mode,
|
| 345 |
+
'payment_mode_config': {
|
| 346 |
+
1: st.session_state.payment_mode_shift_1,
|
| 347 |
+
2: st.session_state.payment_mode_shift_2,
|
| 348 |
+
3: st.session_state.payment_mode_shift_3,
|
| 349 |
+
},
|
| 350 |
+
'workforce_limits': {
|
| 351 |
+
'max_unicef_per_day': st.session_state.max_unicef_per_day,
|
| 352 |
+
'max_humanizer_per_day': st.session_state.max_humanizer_per_day,
|
| 353 |
+
},
|
| 354 |
+
'working_hours': {
|
| 355 |
+
'max_hour_per_person_per_day': st.session_state.max_hour_per_person_per_day,
|
| 356 |
+
'max_hours_per_shift': {
|
| 357 |
+
1: st.session_state.max_hours_shift_1,
|
| 358 |
+
2: st.session_state.max_hours_shift_2,
|
| 359 |
+
3: st.session_state.max_hours_shift_3,
|
| 360 |
+
}
|
| 361 |
+
},
|
| 362 |
+
'operations': {
|
| 363 |
+
'line_counts': {
|
| 364 |
+
'long_line': st.session_state.line_count_long_line,
|
| 365 |
+
'mini_load': st.session_state.line_count_mini_load,
|
| 366 |
+
},
|
| 367 |
+
'max_parallel_workers': {
|
| 368 |
+
6: st.session_state.max_parallel_workers_long_line, # long line id
|
| 369 |
+
7: st.session_state.max_parallel_workers_mini_load, # mini load id
|
| 370 |
+
}
|
| 371 |
+
}
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
# Store in session state for other pages to access
|
| 375 |
+
st.session_state.optimization_config = config
|
| 376 |
+
|
| 377 |
+
# Display configuration summary
|
| 378 |
+
with st.expander("π Configuration Summary", expanded=False):
|
| 379 |
+
st.json(config)
|