SnowPro Specialty: Snowpark 試験対策問題集

模擬試験モードの設定

上記は本サイトの模擬試験モードの設定値です。実際の試験の出題数・制限時間・合格基準は、各認定プログラムの公式サイトでご確認ください。

出題分野

• 1.0 Snowpark Concepts（Snowpark の概念と構成）（出題比率 14%）
• 2.0 Snowpark API for Python（Python 向け API）（出題比率 31%）
• 3.0 Snowpark for Data Transformations（データ変換）（出題比率 35%）
• 4.0 Snowpark Performance Optimization（性能最適化）（出題比率 20%）

フリー問題

1. A specialist must add a piece of Python logic that takes one value per row and r…
2. A data engineering team currently reads 2 TB out of Snowflake into a separate co…
3. A developer builds a chain of six DataFrame operations in a local script, runs t…
4. A developer writes the first script for a new project and needs a session agains…
5. A developer needs a DataFrame over an existing table so that later operations ca…
6. A team reads a folder of comma-separated files from a stage. They notice that re…
7. A specialist copies the account identifier from a browser address bar and includ…
8. A specialist has to compute the length of each of several thousand text files on…
9. A pipeline must convert the contents of staged files and leave the converted out…
10. A specialist needs the rows sorted by order date descending and then by customer…
11. A team needs the latest row per key from a stream of updates, keeping all the co…
12. A fraud review needs the rows where the amount is above a limit and the channel …
13. A nightly job must apply a set of changes to a target table: update the rows tha…
14. A DataFrame column holds objects. Selecting a nested field with the indexing syn…
15. A cleaning step must keep only the rows that have at least three non-null values…
16. A retail analyst needs the rows of a product table where the identifier equals 1…
17. A machine learning inference function processes rows one at a time and the team …
18. A developer caches an intermediate DataFrame, then inserts new rows into the sou…
19. An interactive notebook derives one intermediate DataFrame and then uses it in f…
20. A developer wants more detail from the client library while debugging a connecti…