You're writing a Snowflake Notebook that needs to dynamically create tables based on a list of table names stored in a Python list called 'table_names'. You want to iterate through this list and execu

Question

Exhibit

Options

• AOption A
• BOption B
• COption C
• DOption D
• EOption E

• A
  56% (18)
• B
  6% (2)
• C
  28% (9)
• E
  9% (3)

Explanation

The option text (A through E) is missing from your question - only the labels and correct answer letters were provided. Without seeing what each option actually says, it's not possible to accurately explain why A and D are correct or why the distractors are wrong.

To get a useful explanation, please paste the full text of each option (e.g., "Option A: Use double-quote identifier wrapping with f-strings...").

That said, here's the core concept this question is testing, which will help you evaluate the options yourself:

Key principle: In Snowflake SQL, identifiers (table names) with spaces or special characters must be wrapped in double quotes ("). In Python, you must also escape any embedded double quotes in the table name itself to prevent SQL injection or syntax errors.

The two safe patterns typically tested are:

1. Double-quote wrapping with sanitization - e.g., f'CREATE TABLE "{name.replace(chr(34), "")}"' - wraps the identifier in double quotes and strips any embedded quotes from the name.
2. Using Snowflake's IDENTIFIER() function - a built-in that safely handles dynamic identifier resolution in Snowflake SQL.

Distractors usually involve: plain f-string interpolation (no quoting), single-quote wrapping (wrong for identifiers), or approaches that work for values but not identifiers.

Paste the full options and I'll give you a precise, targeted explanation.

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