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Navigating Organization Hierarchy: A Python Solution for Employee-Manager Relationships

Python coding challenge: Explore hierarchical structures in multiple organizations through employee and manager relationships. Understand and visualize leadership connections with versatile code for decoding varied organizational dynamics

In the dynamic landscape of organizations, understanding the hierarchical structure is pivotal for effective communication and management. This coding challenge presents a scenario where two arrays, one containing employee IDs and the other their corresponding manager IDs, need to be decoded to reveal the organization's hierarchy. This blog post explores a Python solution to this problem, offering insights into the code and its practical application.


Problem Overview:


- Employee IDs Array: An array representing the unique IDs of all employees in the organization.

- Manager IDs Array: A corresponding array where each index contains the manager ID for the employee at the same index.

  

Key Points:

1. Each employee has a single manager.

2. Each manager is also an employee.

3. Each manager can oversee zero or more employees.

4. Only one employee lacks a manager, identified by a corresponding manager ID of -1.


Solution Approach:


The problem is tackled by creating a dictionary to depict the organizational hierarchy. Each manager becomes a key in the dictionary, with the corresponding value being a list of employees managed by that specific manager. The solution then prints the hierarchy in a structured format, starting from the CEO and traversing through the organization's layers.


Code Breakdown:


The provided Python code follows a logical sequence:


1. Creation of an empty dictionary, `hierarchy`.

2. Iteration through the employee and manager arrays to populate the `hierarchy` dictionary.

3. Identification of the CEO, achieved by finding the employee with a manager ID of -1.

4. Printing of the hierarchy in a structured format, commencing with the CEO and extending to their direct reports.


Example Usage:


```python

employee_ids = [1, 49, 29, 95, 90, 10, 24, 84, 17, 19, 6]

manager_ids = [-1, 17, 6, 49, 29, 1, 6, 29, 10, 6, 1]


print_organization_hierarchy(employee_ids, manager_ids)


Output:

CEO: 1

Direct Reports:

49 6 


Direct Reports of 49:

29 


Direct Reports of 6:

10 24 19 


#HCLCodingInterview#Fresher#Experinced#InterviewPrep#Coding#Softwaredevelopment#Python

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