Databricks Generative AI Engineer Associate Question 193
Single answerYou are designing a simple chain in Databricks to process user input through two sequential tasks. The first task performs sentiment analysis on the input, and the second task generates a response based on the sentiment detected. The chain should sequentially pass the result of the first task as input to the second task. Which of the following code snippets correctly implements this chain?
- A
def sentiment_analysis(input_text): return 'positive' if 'good' in input_text else 'negative'
def generate_response(sentiment): return 'Thank you!' if sentiment == 'positive' else 'We appreciate your feedback.'
input_text = 'The service was good.' response = sentiment_analysis(input_text)
- B
def sentiment_analysis(input_text): return 'positive' if 'good' in input_text else 'negative'
def generate_response(sentiment): return 'Thank you!' if sentiment == 'positive' else 'We appreciate your feedback.'
input_text = 'The service was good.' sentiment = sentiment_analysis(input_text) response = generate_response(sentiment)
- C
def sentiment_analysis(input_text): return 'positive' if 'good' in input_text else 'negative'
def generate_response(sentiment): return 'Thank you!' if sentiment == 'positive' else 'We appreciate your feedback.'
input_text = 'The service was good.' response = generate_response(input_text)
- D
def sentiment_analysis(input_text): return 'positive' if 'good' in input_text else 'negative'
def generate_response(sentiment): return 'Thank you!' if sentiment == 'positive' else 'We appreciate your feedback.'
response = generate_response(sentiment_analysis('The service was good.'))
Show answer and explanation
Correct answer: B
Explanation
The correct code snippet demonstrates the proper chaining of tasks by first performing sentiment analysis and storing the result in a variable, which is then passed to the response generation function. This approach ensures clarity and maintainability in the implementation.
- A. Incorrect.
This code does not chain the tasks correctly. It performs only the sentiment analysis but does not pass its result to the response generation function.
- B. Correct.
This code implements the chain correctly by first performing sentiment analysis and then passing the result to the response generation function.
- C. Incorrect.
This code incorrectly passes the input text directly to the response generation function, skipping the sentiment analysis step.
- D. Incorrect.
While this code appears to chain the tasks, it does not clearly separate the steps into variables, making it less readable and harder to debug.