Supply Chain Management with TuskLang Python SDK

Overview

TuskLang's Python SDK provides revolutionary supply chain management capabilities that enable seamless inventory optimization, logistics coordination, and supply chain analytics. From basic inventory tracking to advanced demand forecasting, TuskLang makes supply chain management accessible, powerful, and production-ready.

Installation & Setup

Core SCM Dependencies

Install TuskLang Python SDK with SCM extensions
pip install tuskscm[full]
Or install specific SCM components
pip install tuskscm[inventory]    # Inventory management
pip install tuskscm[logistics]    # Logistics optimization
pip install tuskscm[forecasting]  # Demand forecasting
pip install tuskscm[analytics]    # Supply chain analytics

Environment Configuration

peanu.tsk configuration for SCM workloads
scm_config = {
    "inventory": {
        "management_system": "tusk_inventory",
        "real_time_tracking": true,
        "automated_reordering": true,
        "safety_stock": true
    },
    "logistics": {
        "route_optimization": true,
        "carrier_management": true,
        "tracking_system": true,
        "warehouse_management": true
    },
    "forecasting": {
        "demand_forecasting": true,
        "supply_planning": true,
        "seasonal_analysis": true,
        "machine_learning": true
    },
    "fujsen_integration": {
        "enable_intelligence": true,
        "predictive_analytics": true,
        "optimization_engine": true
    }
}

Basic SCM Operations

Inventory Management

from tuskscm import InventoryManager, StockTracker
from tuskscm.fujsen import @manage_inventory, @track_stock
Inventory manager
inventory_manager = InventoryManager()
@inventory_status = inventory_manager.manage_inventory(
    products="@product_catalog",
    warehouses="@warehouse_locations",
    reorder_points="@reorder_thresholds"
)
FUJSEN inventory management
@managed_inventory = @manage_inventory(
    inventory_data="@product_inventory",
    management_type="real_time",
    automated_reordering=True
)
Stock tracker
stock_tracker = StockTracker()
@stock_levels = stock_tracker.track_stock(
    products="@product_list",
    locations="@warehouse_locations",
    real_time=True
)
FUJSEN stock tracking
@tracked_stock = @track_stock(
    stock_data="@inventory_data",
    tracking_type="continuous",
    alert_thresholds="@stock_alerts"
)

Demand Forecasting

from tuskscm.forecasting import DemandForecaster, ForecastingEngine
from tuskscm.fujsen import @forecast_demand, @predict_supply
Demand forecaster
demand_forecaster = DemandForecaster()
@demand_prediction = demand_forecaster.forecast_demand(
    historical_data="@sales_history",
    forecast_period="12_months",
    seasonality=True
)
FUJSEN demand forecasting
@forecasted_demand = @forecast_demand(
    demand_data="@historical_demand",
    forecasting_model="ensemble",
    confidence_interval=0.95
)
Forecasting engine
forecasting_engine = ForecastingEngine()
@supply_forecast = forecasting_engine.predict_supply(
    demand="@demand_prediction",
    supplier_capacity="@supplier_data",
    lead_times="@lead_time_data"
)
FUJSEN supply prediction
@predicted_supply = @predict_supply(
    supply_data="@supplier_information",
    prediction_model="machine_learning",
    optimization_target="cost_minimization"
)

Advanced SCM Features

Logistics Optimization

from tuskscm.logistics import LogisticsOptimizer, RoutePlanner
from tuskscm.fujsen import @optimize_logistics, @plan_routes
Logistics optimizer
logistics_optimizer = LogisticsOptimizer()
@optimized_logistics = logistics_optimizer.optimize_supply_chain(
    suppliers="@supplier_network",
    warehouses="@warehouse_network",
    customers="@customer_locations",
    constraints="@logistics_constraints"
)
FUJSEN logistics optimization
@logistics_optimization = @optimize_logistics(
    logistics_data="@supply_chain_data",
    optimization_type="multi_objective",
    objectives=["@cost_minimization", "@delivery_time", "@carbon_footprint"]
)
Route planner
route_planner = RoutePlanner()
@optimal_routes = route_planner.plan_routes(
    origins="@warehouse_locations",
    destinations="@customer_locations",
    vehicles="@available_vehicles",
    constraints="@route_constraints"
)
FUJSEN route planning
@planned_routes = @plan_routes(
    route_data="@delivery_routes",
    planning_algorithm="genetic_algorithm",
    real_time_optimization=True
)

Warehouse Management

from tuskscm.warehouse import WarehouseManager, SpaceOptimizer
from tuskscm.fujsen import @manage_warehouse, @optimize_space
Warehouse manager
warehouse_manager = WarehouseManager()
@warehouse_operations = warehouse_manager.manage_warehouse(
    warehouse="@warehouse_location",
    inventory="@warehouse_inventory",
    operations=["@receiving", "@storage", "@picking", "@shipping"]
)
FUJSEN warehouse management
@managed_warehouse = @manage_warehouse(
    warehouse_data="@warehouse_information",
    management_type="automated",
    optimization_level="high"
)
Space optimizer
space_optimizer = SpaceOptimizer()
@space_optimization = space_optimizer.optimize_space(
    warehouse="@warehouse_layout",
    products="@product_dimensions",
    demand_patterns="@demand_forecast"
)
FUJSEN space optimization
@optimized_space = @optimize_space(
    space_data="@warehouse_space",
    optimization_type="3d_layout",
    efficiency_target=0.95
)

Supplier Management

from tuskscm.suppliers import SupplierManager, PerformanceTracker
from tuskscm.fujsen import @manage_suppliers, @track_performance
Supplier manager
supplier_manager = SupplierManager()
@supplier_network = supplier_manager.manage_suppliers(
    suppliers="@supplier_list",
    contracts="@supplier_contracts",
    performance_metrics="@performance_criteria"
)
FUJSEN supplier management
@managed_suppliers = @manage_suppliers(
    supplier_data="@supplier_information",
    management_type="strategic",
    risk_assessment=True
)
Performance tracker
performance_tracker = PerformanceTracker()
@supplier_performance = performance_tracker.track_performance(
    suppliers="@supplier_list",
    metrics=["@delivery_time", "@quality_score", "@cost_efficiency"]
)
FUJSEN performance tracking
@tracked_performance = @track_performance(
    performance_data="@supplier_metrics",
    tracking_type="real_time",
    benchmarking=True
)

Supply Chain Analytics

Supply Chain Intelligence

from tuskscm.analytics import SupplyChainAnalytics, IntelligenceEngine
from tuskscm.fujsen import @analyze_supply_chain, @generate_insights
Supply chain analytics
scm_analytics = SupplyChainAnalytics()
@supply_chain_insights = scm_analytics.analyze_supply_chain(
    data="@supply_chain_data",
    metrics=["@cost_metrics", "@performance_metrics", "@risk_metrics"]
)
FUJSEN supply chain analysis
@chain_analysis = @analyze_supply_chain(
    chain_data="@supply_chain_information",
    analysis_types=["@cost_analysis", "@performance_analysis", "@risk_analysis"],
    time_period="monthly"
)
Intelligence engine
intelligence_engine = IntelligenceEngine()
@scm_intelligence = intelligence_engine.generate_insights(
    data="@supply_chain_insights",
    insight_types=["@optimization_opportunities", "@risk_warnings", "@cost_savings"]
)
FUJSEN insight generation
@generated_insights = @generate_insights(
    supply_chain_data="@scm_data",
    intelligence_level="advanced",
    actionable_recommendations=True
)

Risk Management

from tuskscm.risk import RiskManager, ContingencyPlanner
from tuskscm.fujsen import @assess_risks, @plan_contingencies
Risk manager
risk_manager = RiskManager()
@risk_assessment = risk_manager.assess_risks(
    supply_chain="@supply_chain_network",
    risk_factors=["@supplier_risks", "@logistics_risks", "@demand_risks"]
)
FUJSEN risk assessment
@assessed_risks = @assess_risks(
    risk_data="@supply_chain_risks",
    assessment_type="comprehensive",
    risk_scoring=True
)
Contingency planner
contingency_planner = ContingencyPlanner()
@contingency_plans = contingency_planner.plan_contingencies(
    risks="@identified_risks",
    mitigation_strategies="@mitigation_options",
    backup_suppliers="@backup_supplier_network"
)
FUJSEN contingency planning
@planned_contingencies = @plan_contingencies(
    contingency_data="@risk_scenarios",
    planning_type="proactive",
    response_time="immediate"
)

Optimization & Planning

Supply Chain Optimization

from tuskscm.optimization import SupplyChainOptimizer, NetworkDesigner
from tuskscm.fujsen import @optimize_supply_chain, @design_network
Supply chain optimizer
scm_optimizer = SupplyChainOptimizer()
@optimized_chain = scm_optimizer.optimize_supply_chain(
    network="@supply_chain_network",
    objectives=["@cost_minimization", "@service_level", "@sustainability"],
    constraints="@operational_constraints"
)
FUJSEN supply chain optimization
@chain_optimization = @optimize_supply_chain(
    chain_data="@supply_chain_network",
    optimization_type="multi_objective",
    algorithm="genetic_algorithm"
)
Network designer
network_designer = NetworkDesigner()
@network_design = network_designer.design_network(
    demand="@demand_forecast",
    suppliers="@supplier_capabilities",
    warehouses="@warehouse_options"
)
FUJSEN network design
@designed_network = @design_network(
    network_data="@supply_network_requirements",
    design_type="optimal",
    cost_benefit_analysis=True
)

Production Planning

from tuskscm.production import ProductionPlanner, CapacityManager
from tuskscm.fujsen import @plan_production, @manage_capacity
Production planner
production_planner = ProductionPlanner()
@production_plan = production_planner.plan_production(
    demand="@demand_forecast",
    capacity="@production_capacity",
    resources="@available_resources"
)
FUJSEN production planning
@planned_production = @plan_production(
    production_data="@manufacturing_requirements",
    planning_type="optimized",
    scheduling_algorithm="advanced"
)
Capacity manager
capacity_manager = CapacityManager()
@capacity_planning = capacity_manager.manage_capacity(
    facilities="@production_facilities",
    demand="@projected_demand",
    constraints="@capacity_constraints"
)
FUJSEN capacity management
@managed_capacity = @manage_capacity(
    capacity_data="@production_capacity",
    management_type="dynamic",
    load_balancing=True
)

SCM with TuskLang Ecosystem

Integration with TuskDB

from tuskscm.storage import TuskDBStorage
from tuskscm.fujsen import @store_scm_data, @load_supply_chain_data
Store SCM data in TuskDB
@scm_storage = TuskDBStorage(
    database="supply_chain_management",
    collection="supply_chain_data"
)
@store_supply_chain = @store_scm_data(
    scm_data="@supply_chain_information",
    metadata={
        "timestamp": "@timestamp",
        "data_type": "@data_category",
        "source": "@data_source"
    }
)
Load supply chain data
@supply_chain_data = @load_supply_chain_data(
    data_types=["@inventory_data", "@logistics_data", "@supplier_data"],
    filters="@data_filters"
)

SCM with FUJSEN Intelligence

from tuskscm.fujsen import @scm_intelligence, @smart_supply_chain
FUJSEN-powered SCM intelligence
@intelligent_scm = @scm_intelligence(
    supply_chain_data="@scm_data",
    intelligence_level="advanced",
    include_optimization=True
)
Smart supply chain
@smart_chain = @smart_supply_chain(
    chain_data="@supply_chain_network",
    intelligence_type="predictive",
    automation_level="high"
)

Best Practices

Performance Optimization

from tuskscm.optimization import SCMOptimizer
from tuskscm.fujsen import @optimize_scm, @scale_supply_chain
SCM optimization
@optimization = @optimize_scm(
    scm_system="@supply_chain_system",
    optimization_types=["@cost_optimization", "@performance_optimization", "@risk_optimization"]
)
Supply chain scaling
@scaling = @scale_supply_chain(
    supply_chain="@supply_chain_network",
    scaling_strategy="adaptive",
    load_balancing="intelligent"
)

Quality Assurance

from tuskscm.quality import SCMQualityManager
from tuskscm.fujsen import @ensure_scm_quality, @validate_supply_chain
SCM quality assurance
@quality_assurance = @ensure_scm_quality(
    scm_data="@supply_chain_data",
    quality_metrics=["@accuracy", "@completeness", "@timeliness"],
    validation_rules="@quality_rules"
)
Supply chain validation
@validation = @validate_supply_chain(
    supply_chain="@supply_chain_network",
    validation_type="comprehensive",
    compliance_checks=True
)

Example: Complete SCM System

Complete supply chain management system
from tuskscm import *
Set up inventory management
@inventory_system = @manage_inventory(
    inventory_data="@product_inventory",
    management_type="real_time"
)
Implement demand forecasting
@demand_forecast = @forecast_demand(
    demand_data="@historical_demand",
    forecasting_model="ensemble"
)
Optimize logistics
@logistics_optimization = @optimize_logistics(
    logistics_data="@supply_chain_data",
    optimization_type="multi_objective"
)
Manage suppliers
@supplier_management = @manage_suppliers(
    supplier_data="@supplier_network",
    management_type="strategic"
)
Analyze supply chain performance
@performance_analysis = @analyze_supply_chain(
    chain_data="@supply_chain_information",
    analysis_types=["@cost_analysis", "@performance_analysis"]
)
Assess and manage risks
@risk_management = @assess_risks(
    risk_data="@supply_chain_risks",
    assessment_type="comprehensive"
)
Optimize the entire supply chain
@chain_optimization = @optimize_supply_chain(
    chain_data="@supply_chain_network",
    optimization_type="end_to_end"
)
Store results in TuskDB
@stored_scm_data = @store_scm_data(
    scm_data="@supply_chain_analytics",
    database="supply_chain_management"
)

Conclusion

TuskLang's Python SDK provides a comprehensive supply chain management ecosystem that enables seamless inventory optimization, logistics coordination, and supply chain analytics. From basic inventory tracking to advanced demand forecasting, TuskLang makes supply chain management accessible, powerful, and production-ready.

The integration with TuskDB, FUJSEN intelligence, and the broader TuskLang ecosystem creates a unique SCM platform that scales from simple inventory management to complex supply chain optimization. Whether you're building warehouse management systems, logistics optimization tools, or supply chain analytics platforms, TuskLang provides the tools and infrastructure you need to succeed.

Embrace the future of supply chain management with TuskLang - where logistics meets revolutionary technology.