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Salesforce Certified Data Architect Sample Questions (Q223-Q228):
NEW QUESTION # 223
NTO would like to retrieve their SF orgs meta data programmatically for backup within a various external.
Which API is the best fit for accomplishing this task?
- A. Metadata API
- B. Tooling API
- C. SOAP API
- D. Bulk API in serial mode
Answer: A
Explanation:
The best API for retrieving Salesforce org metadata programmatically is the Metadata API. The Metadata API provides access to the metadata that defines the structure and configuration of an org, such as custom objects, fields, workflows, security settings, etc. It also supports deploying, retrieving, creating, updating, and deleting metadata components. The Metadata API can be used with various tools, such as Ant, Workbench, or IDEs.
NEW QUESTION # 224
Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system.
Which solution should a data architect recommend to remediate the duplication issue?
- A. Utilize a data warehouse as the system of truth
- B. Develop an ETL process that utilizers the merge API to merge the duplicate records
- C. Implement duplicate rules
- D. Extract the data using data loader and use excel to merge the duplicate records
Answer: C
NEW QUESTION # 225
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries.
UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?
- A. Add custom indexes to all fields on Application without a standard index.
- B. Add custom indexes to the Date fields used for filtering the report.
- C. Ask support to create a skinny table for Application with the necessary reporting fields.
- D. Run multiple reports to get different pieces of the data and combine them.
Answer: B,C
Explanation:
Ask support to create a skinny table for Application with the necessary reporting fields. This is an option that can improve report performance by creating a custom table that contains frequently used fields and copies their values from standard or custom objects. Skinny tables are kept in sync with their source tables and are used in place of them for reports and queries4. Add custom indexes to the Date fields used for filtering the report. This is another option that can improve report performance by creating custom indexes on fields that are often used as filters or join conditions in reports and queries. Custom indexes can speed up data retrieval and reduce query execution time
NEW QUESTION # 226
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?
- A. Use third-party AppExchange tools to monitor and measure data quality.
- B. Export the data to an enterprise data warehouse and use BI tools for data quality.
- C. Use custom objects and fields to calculate data quality.
- D. Generate reports to view the quality of sample data.
Answer: A
Explanation:
Using third-party AppExchange tools to monitor and measure data quality can address the requirement of UC executives by providing features such as data cleansing, deduplication, validation, enrichment, and scoring. These tools can help improve the accuracy, completeness, and consistency of the data entered by sales reps .
NEW QUESTION # 227
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?
- A. Load Contact records together using the Streaming API via the Upsert operation.
- B. Load all records via the Upsert operation to determine new records vs. existing records.
- C. Delete all existing records, and then load all records together via the Insert operation.
- D. Load new records via the Insert operation and existing records via the Update operation.
Answer: D
NEW QUESTION # 228
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