Question: The following algorithm is to search for a specific user's data in a database and update it if certain conditions are met. The algorithm works
The following algorithm is to search for a specific user's data in a database and update it if certain conditions are met. The algorithm works as follows:
The database is represented as a list of records, where each record contains a user ID a timestamp, and a status.
The algorithm searches for a particular user ID
If the user's record is found and the timestamp is within the last days, the algorithm updates the status to "Active."
If no record is found for the user, it appends a new record for the user with the current timestamp and sets the status to "Active."
UpdateUserStatusdatabase userID, currentTimestamp:
found False
for each record in database:
if record.userID userID:
found True
if currentTimestamp record.timestamp :
record.status "Active"
break
if found False:
newRecord CreateRecorduserID currentTimestamp, "Active"
database.appendnewRecord
Analyze the time complexity of the given algorithm. Your analysis should:
Identify the key operations in the algorithm.
Calculate the worstcase time complexity of the algorithm in terms of n where n is the number of records in the database.
Justify whether this algorithm is efficient for large databases.
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