Fetch and Process Data from Workplaces | Dataford Interview Questions

Describe how you would implement a script to fetch and process data from active workplaces for Clipboard Health, covering data sources, reliability, and transformation steps.

Implement process_workplace_sources(sources). Each source contains an available flag and workplace records. Ignore unavailable sources, keep the newest record for each workplace ID using ISO timestamp ordering, retain records whose latest status is active, trim names, and return records sorted by ID. The output record must contain only id, normalized name, and headcount.

Constraints

1 <= sources.length <= 100
The total number of records is at most 10^4
Each workplace ID is an integer
Each record has an ISO 8601 UTC timestamp in lexicographically sortable form
Each record status is either active or inactive
Each headcount is a non-negative integer
Workplace IDs are unique in the returned result

Function Signature

def process_workplace_sources(sources):

Your question is Fetch and Process Data from Workplaces. Start with the requirements in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

Problem

Describe how you would implement a script to fetch and process data from active workplaces for Clipboard Health, covering data sources, reliability, and transformation steps.

Constraints

1 <= sources.length <= 100
The total number of records is at most 10^4
Each workplace ID is an integer
Each record has an ISO 8601 UTC timestamp in lexicographically sortable form
Each record status is either active or inactive
Each headcount is a non-negative integer
Workplace IDs are unique in the returned result

Function Signature

def process_workplace_sources(sources):

Your question is Fetch and Process Data from Workplaces. Start with the requirements in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.