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HLDsystem_design~10 mins

Inventory management in HLD - Interactive Code Practice

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Practice - 5 Tasks
Answer the questions below
1fill in blank
easy

Complete the code to define the main component responsible for tracking stock levels.

HLD
class InventoryManager:
    def __init__(self):
        self.stock = [1]
Drag options to blanks, or click blank then click option'
A[]
Bset()
CNone
D{}
Attempts:
3 left
💡 Hint
Common Mistakes
Using a list instead of a dictionary for stock storage.
Initializing stock as None which causes errors when updating.
2fill in blank
medium

Complete the code to add a new item with quantity to the inventory.

HLD
def add_item(self, item_id, quantity):
    if item_id in self.stock:
        self.stock[item_id] [1] quantity
    else:
        self.stock[item_id] = quantity
Drag options to blanks, or click blank then click option'
A+=
B-=
C*=
D/=
Attempts:
3 left
💡 Hint
Common Mistakes
Using '-=' which would decrease stock incorrectly.
Using '*=' or '/=' which are not appropriate for addition.
3fill in blank
hard

Fix the error in the code to correctly check if an item is available in stock.

HLD
def is_available(self, item_id):
    return self.stock.get(item_id, 0) [1] 0
Drag options to blanks, or click blank then click option'
A==
B<=
C>
D<
Attempts:
3 left
💡 Hint
Common Mistakes
Using '==' which only checks for exact zero.
Using '<=' or '<' which check for zero or less.
4fill in blank
hard

Fill both blanks to implement a method that removes a quantity of an item safely.

HLD
def remove_item(self, item_id, quantity):
    if self.stock.get(item_id, 0) [1] quantity:
        self.stock[item_id] [2] quantity
        return True
    return False
Drag options to blanks, or click blank then click option'
A>=
B<
C-=
D+=
Attempts:
3 left
💡 Hint
Common Mistakes
Using '<' to check stock which is incorrect logic.
Using '+=' to remove stock which increases it.
5fill in blank
hard

Fill all three blanks to create a dictionary comprehension that lists items with low stock.

HLD
threshold = {{BLANK_3}}
low_stock = {item: qty for item, qty in self.stock.items() if qty [1] threshold}
Drag options to blanks, or click blank then click option'
A<
B10
C<=
D5
Attempts:
3 left
💡 Hint
Common Mistakes
Using '>=' or '>' which finds high stock instead.
Confusing threshold values or operators.

Practice

(1/5)
1. Which component is essential in an inventory management system to keep track of all products and their details?
easy
A. Product catalog
B. User authentication
C. Payment gateway
D. Notification service

Solution

  1. Step 1: Understand the role of components in inventory management

    The product catalog stores all product details like name, ID, and description.
  2. Step 2: Identify the component that tracks products

    Only the product catalog directly manages product information essential for inventory.
  3. Final Answer:

    Product catalog -> Option A
  4. Quick Check:

    Product catalog = Tracks products [OK]
Hint: Product catalog holds product info, key for inventory [OK]
Common Mistakes:
  • Confusing payment gateway with product tracking
  • Thinking user authentication manages products
  • Assuming notification service stores product data
2. Which of the following is the correct way to represent a stock update transaction in an inventory system?
easy
A. {"product_id": 101, "change": +5}
B. {"id": 101, "stock": "increase"}
C. {"product": 101, "update": "add"}
D. {"item": 101, "quantity": "plus"}

Solution

  1. Step 1: Analyze the transaction format for clarity and correctness

    The transaction should clearly identify the product and the numeric change in stock.
  2. Step 2: Compare options for proper keys and value types

    {"product_id": 101, "change": +5} uses clear keys and a numeric change (+5) which is standard for stock updates.
  3. Final Answer:

    {"product_id": 101, "change": +5} -> Option A
  4. Quick Check:

    Numeric change with product_id = Correct format [OK]
Hint: Use numeric change with product_id for stock updates [OK]
Common Mistakes:
  • Using string values instead of numeric for stock change
  • Using unclear keys like 'item' or 'update'
  • Missing product identification key
3. Given this simplified flow: A product stock is 10 units. A transaction reduces stock by 3 units, then another adds 5 units. What is the final stock?
medium
A. 15 units
B. 12 units
C. 8 units
D. 10 units

Solution

  1. Step 1: Apply the first transaction reducing stock

    Starting stock is 10 units. Reducing by 3 units gives 10 - 3 = 7 units.
  2. Step 2: Apply the second transaction adding stock

    Adding 5 units to 7 units results in 7 + 5 = 12 units.
  3. Final Answer:

    12 units -> Option B
  4. Quick Check:

    10 - 3 + 5 = 12 [OK]
Hint: Add and subtract transactions stepwise to find final stock [OK]
Common Mistakes:
  • Adding before subtracting stock
  • Ignoring one of the transactions
  • Confusing initial stock with final stock
4. In an inventory system, a stock update transaction sometimes fails to update the stock count correctly. Which is the most likely cause?
medium
A. Missing transaction logging
B. User interface color mismatch
C. Race condition on stock updates
D. Incorrect product catalog data

Solution

  1. Step 1: Understand common causes of incorrect stock updates

    Race conditions happen when multiple updates happen simultaneously without proper locking.
  2. Step 2: Identify the cause that directly affects stock count accuracy

    Race condition can cause lost updates, leading to incorrect stock counts.
  3. Final Answer:

    Race condition on stock updates -> Option C
  4. Quick Check:

    Race condition = Incorrect stock update [OK]
Hint: Concurrent updates need locking to avoid race conditions [OK]
Common Mistakes:
  • Blaming UI issues for backend stock errors
  • Ignoring concurrency problems
  • Assuming logging affects stock accuracy
5. You design an inventory system for a large retailer with thousands of products and frequent stock changes. Which design choice best ensures scalability and accuracy?
hard
A. Use manual stock updates by warehouse staff only
B. Use distributed caches with eventual consistency for stock counts
C. Use a centralized database with strong locking for all stock updates
D. Use event-driven architecture with message queues and atomic updates

Solution

  1. Step 1: Consider scalability and accuracy needs

    Large scale with frequent updates requires a system that handles concurrency and scales well.
  2. Step 2: Evaluate design options for best fit

    Event-driven architecture with message queues allows asynchronous, atomic updates and scales horizontally.
  3. Final Answer:

    Use event-driven architecture with message queues and atomic updates -> Option D
  4. Quick Check:

    Event-driven + atomic updates = Scalable & accurate [OK]
Hint: Event-driven with atomic updates scales best for inventory [OK]
Common Mistakes:
  • Choosing centralized locking which limits scalability
  • Relying on eventual consistency causing stock errors
  • Using manual updates which are slow and error-prone