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1. Which practices contribute to better exception handling in data pipelines involving file I/O and numerical computations?
(Choose two)
A) Using specific exception types like FileNotFoundError or ZeroDivisionError
B) Catching all exceptions using a generic except: clause without specifying the error
C) Logging error messages for later inspection during failures
D) Suppressing all error output using pass
2. Which features are commonly supported by both Matplotlib and Seaborn for customizing visualizations?
(Choose two)
A) Changing plot color palettes
B) Adding plot titles and axis labels
C) Automatic plot animations
D) Inserting audio annotations
3. What is the most appropriate way to ensure that a column used as a foreign key contains only valid references to a parent DataFrame in Pandas?
A) Use .isin() to compare the foreign key column against the parent key column
B) Use df.sort_values() to sort both columns before merging
C) Use df.merge() with how='outer'
D) Use df.dropna() on the foreign key column
4. Which method in a Python class is responsible for initializing the object's attributes at the time of creation?
A) __init__()
B) __str__()
C) __getattr__()
D) __main__()
5. Which of the following correctly demonstrates the use of parameterized queries using Python's sqlite3 module?
A) cursor.execute("SELECT * FROM users WHERE id = " + user_id)
B) cursor.execute("SELECT * FROM users WHERE id = ?", user_id)
C) cursor.execute("SELECT * FROM users WHERE id = ':id'", {'id': user_id})
D) cursor.execute("SELECT * FROM users WHERE id = ?", (user_id,))
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A,B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: D |
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