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To be eligible to take the Snowflake ARA-C01 Exam, candidates must have already passed the Snowflake SCA-C01 (SnowPro Core Certification) Exam. The SnowPro Core Certification is the foundation of the SnowPro Certification program and covers the core concepts and skills needed to work with Snowflake. Once a candidate has passed the SnowPro Core Certification, they can then move on to the SnowPro Advanced Architect Certification.
Snowflake SnowPro Advanced Architect Certification Sample Questions (Q103-Q108):
NEW QUESTION # 103
A table for IOT devices that measures water usage is created. The table quickly becomes large and contains more than 2 billion rows.
The general query patterns for the table are:
1. DeviceId, lOT_timestamp and Customerld are frequently used in the filter predicate for the select statement
2. The columns City and DeviceManuf acturer are often retrieved
3. There is often a count on Uniqueld
Which field(s) should be used for the clustering key?
- A. Deviceld and Customerld
- B. City and DeviceManuf acturer
- C. lOT_timestamp
- D. Uniqueld
Answer: A
NEW QUESTION # 104
Which system functions does Snowflake provide to monitor clustering information within a table (Choose two.)
- A. SYSTEM$CLUSTERING_KEYS
- B. SYSTEM$CLUSTERING_USAGE
- C. SYSTEM$CLUSTERING_PERCENT
- D. SYSTEM$CLUSTERING_INFORMATION
- E. SYSTEM$CLUSTERING_DEPTH
Answer: D,E
Explanation:
According to the Snowflake documentation, these two system functions are provided by Snowflake to monitor clustering information within a table. A system function is a type of function that allows executing actions or returning information about the system. A clustering key is a feature that allows organizing data across micro-partitions based on one or more columns in the table. Clustering can improve query performance by reducing the number of files to scan.
SYSTEM$CLUSTERING_INFORMATION is a system function that returns clustering information, including average clustering depth, for a table based on one or more columns in the table. The function takes a table name and an optional column name or expression as arguments, and returns a JSON string with the clustering information. The clustering information includes the cluster by keys, the total partition count, the total constant partition count, the average overlaps, and the average depth1.
SYSTEM$CLUSTERING_DEPTH is a system function that returns the clustering depth for a table based on one or more columns in the table. The function takes a table name and an optional column name or expression as arguments, and returns an integer value with the clustering depth. The clustering depth is the maximum number of overlapping micro-partitions for any micro-partition in the table. A lower clustering depth indicates a better clustering2.
Reference:
SYSTEM$CLUSTERING_INFORMATION | Snowflake Documentation
SYSTEM$CLUSTERING_DEPTH | Snowflake Documentation
NEW QUESTION # 105
A company wants to deploy its Snowflake accounts inside its corporate network with no visibility on the internet. The company is using a VPN infrastructure and Virtual Desktop Infrastructure (VDI) for its Snowflake users. The company also wants to re-use the login credentials set up for the VDI to eliminate redundancy when managing logins.
What Snowflake functionality should be used to meet these requirements? (Choose two.)
- A. Provision a unique company Tri-Secret Secure key.
- B. Use a proxy Snowflake account outside the VPN, enabling client redirect for user logins.
- C. Set up replication to allow users to connect from outside the company VPN.
- D. Use private connectivity from a cloud provider.
- E. Set up SSO for federated authentication.
Answer: A,B
NEW QUESTION # 106
When loading data into a table that captures the load time in a column with a default value of either CURRENT_TIME () or CURRENT_TIMESTAMP () what will occur?
- A. Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were read from the source.
- B. All rows loaded using a specific COPY statement will have the same timestamp value.
- C. All rows loaded using a specific COPY statement will have varying timestamps based on when the rows were inserted.
- D. Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were created in the source.
Answer: B
Explanation:
When using the COPY command to load data into Snowflake, if a column has a default value set to CURRENT_TIME() or CURRENT_TIMESTAMP(), all rows loaded by that specific COPY command will have the same timestamp. This is because the default value for the timestamp is evaluated at the start of the COPY operation, and that same value is applied to all rows loaded by that operation.
References: This behavior is consistent with Snowflake's documentation on the CURRENT_TIMESTAMP function, which specifies that the timestamp is captured at the time the statement is executed1.
NEW QUESTION # 107
An Architect clones a database and all of its objects, including tasks. After the cloning, the tasks stop running.
Why is this occurring?
- A. The Architect has insufficient privileges to alter tasks on the cloned database.
- B. The objects that the tasks reference are not fully qualified.
- C. Cloned tasks are suspended by default and must be manually resumed.
- D. Tasks cannot be cloned.
Answer: C
Explanation:
When a database is cloned, all of its objects, including tasks, are also cloned. However, cloned tasks are suspended by default and must be manually resumed by using the ALTER TASK command. This is to prevent the cloned tasks from running unexpectedly or interfering with the original tasks. Therefore, the reason why the tasks stop running after the cloning is because they are suspended by default (Option C). Options A, B, and D are not correct because tasks can be cloned, the objects that the tasks reference are also cloned and do not need to be fully qualified, and the Architect does not need to alter the tasks on the cloned database, only resume them. References: The answer can be verified from Snowflake's official documentation on cloning and tasks available on their website. Here are some relevant links:
* Cloning Objects | Snowflake Documentation
* Tasks | Snowflake Documentation
* ALTER TASK | Snowflake Documentation
NEW QUESTION # 108
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