Working with Data

A developer is designing a data architecture for a multi-tenant environment where each company's data must be isolated. Which TWO strategies can achieve this? (Choose two.)

During a data migration, a developer runs a GlideRecord query to load 100,000 records from an external source into the 'incident' table. The script times out after 60 seconds. Which optimization technique would be most effective to avoid the timeout?

A company has a custom table 'u_training_course' with a reference field to 'sys_user' named 'u_instructor'. The requirement is that only users with the 'instructor' role can be selected in this field. Which approach should be used to enforce this?

A developer is tasked with creating a reference field on a custom table that shows only 'Windows' servers from the 'cmdb_ci_server' table. What is the proper way to implement this?

Which THREE conditions must be met for a user to successfully see a record in a ServiceNow list view?

A developer needs to find the number of open incidents assigned to each assignment group. Which GlideAggregate script correctly groups by assignment group and counts?

Which TWO of the following are valid ways to reduce the number of database queries when processing multiple records in a script?

A large enterprise is importing 500,000 asset records from an external inventory system using a scheduled data import into the alm_asset table. The transform map uses a coalesce on the 'asset_tag' field to match existing records. The 'asset_tag' field in the target table is a string field with a unique index. The import set table has no unique index on any field. The transform map has 'Enable Duplicate Detection' checked. After the first import, the team notices that many duplicate records were created instead of updating existing ones. There are no errors in the import log. The source data contains only unique asset_tag values. What is the most likely cause of the duplicates?

A company is importing data from a CSV into the 'cmdb_ci' table using an Import Set Row transform map. After running the import, some records were not created. The transform map has a 'Coalese' field set to true on the 'name' field. What is the most likely reason for records not being created?

Which THREE are best practices when working with data imports via Import Sets? (Choose three.)

A ServiceNow developer is working on a custom application that tracks employee training completions. The application has a table 'u_training' with fields: u_name (string), u_completion_date (date), u_employee (reference to sys_user). The requirement is to automatically send an email to the employee one week before the training completion date. The developer created a scheduled job that runs daily and queries for trainings where the completion date is exactly 7 days from today. However, the email is not being sent. The developer has verified the email notification is configured correctly and the scheduled job runs without errors. The script uses GlideRecord to query the table. What is the most likely reason the email is not sent?

A developer wants to restrict the values in a choice field based on the value of another field on the same record. Which tool should be used?

Which TWO methods are commonly used to prevent performance issues when using GlideRecord in a client script?

A ServiceNow instance is configured with a custom table 'u_asset_history' that stores historical records for asset changes. This table has a reference field 'u_asset' pointing to the 'alm_asset' table, and a date field 'u_change_date'. The application uses a business rule that runs on 'alm_asset' after update, querying the 'u_asset_history' table to find the most recent change for that asset. The business rule is declared as 'async' to improve performance. However, recently the async business rule has been failing frequently with an 'async queue limit reached' error. The instance has default configuration for transaction quotas. The team suspects that the async queue is getting overloaded because many asset updates are happening simultaneously. Which action should the administrator take to resolve this issue while minimizing impact on other processes?

A company requires that when the 'state' field on an incident is set to 'Resolved', the 'resolution_code' field must be populated. Which mechanism should be used to enforce this rule?

An administrator notices that a scheduled job, 'Update Asset Status', fails every night with a 'Script timeout' error. The job updates a large number of records in the Asset table. Which approach should the administrator take to resolve the timeout issue?

A developer has a GlideRecord query that retrieves 10,000 records. They need to perform an update on each record. Which approach is most efficient to avoid performance issues?

A user needs to generate a report that shows the count of incidents by category for the current month. Which table and field combination should be used in a report?

A developer needs to ensure that when a Configuration Item record is deleted, all related Incident records have their CI field set to empty. Which approach should be taken?

Which method should be used to delete all records in the 'incident' table where the state is 'Closed' and the sys_updated_on is older than 90 days?

Refer to the exhibit. A transform map configuration is shown. What will happen if the source data has a 'u_model_id' value that matches an existing record in the 'cmdb_ci_model' table?

Refer to the exhibit. A developer runs this script and notices it only returns 10 incidents even though there are more than 10 active priority 1 incidents. What is the reason?

Which TWO methods are valid for adding a condition to a GlideRecord query? (Choose two.)

When using an Import Set, the developer notices that some records are not being inserted even though no errors appear. The transform map has a condition script. What is the most likely cause?

A developer needs to filter a list of records based on a reference field condition using a reference qualifier. Which method is used to define a reference qualifier on a dictionary entry?

A developer writes a script include that uses GlideRecord to query a large table. The script is called multiple times in a single transaction. What is the best practice to optimize performance?

A report on the 'incident' table shows duplicate counts due to the 'active' field being true for some records that shouldn't be counted. The report is using a simple count. How can the admin ensure only active incidents are counted?

A developer needs to create a new table in ServiceNow to track project milestones. The table should have a reference field to the Project table and a date field for the milestone date. Which data type should be used for the reference field?

An admin created a new table 'u_custom_asset' with a reference field to 'cmdb_ci'. After creating a form, users report that when they select a CI, additional fields do not auto-populate as expected. What is the most likely cause?

During development, a developer creates a new application module and adds a table 'x_abc_incident' with a reference field to the 'sys_user' table. The developer wants to ensure that when a user is deleted, all related incident records are also deleted. What database constraint should be configured on the reference field?

Which THREE are required components of a Transform Map? (Choose three.)

A developer is writing a scripted REST API endpoint that returns a list of users. The requirement is to return only users who are in the 'IT' department and have a role of 'itil' or 'admin'. The endpoint uses GlideRecord. Which query condition is most efficient?

Refer to the exhibit. This script is placed in a business rule on the 'incident' table with the 'When to run' set to 'before' and 'Update' action. The incident table has an ACL that also prevents updates. The business rule runs and shows the error message but the record is still updated. What is the most likely cause?

Refer to the exhibit. What does this data policy do?

Which TWO GlideRecord methods can be used to create OR conditions in a query? (Choose two.)

An organization uses a scheduled data import to load incident data from an external system into ServiceNow. The import set runs successfully, but the transform map sometimes fails to update certain records because the unique key field (sys_id) from the source does not match the sys_id in ServiceNow due to a different format. The team wants to update existing records based on a custom 'external_id' field in the incident table, which is guaranteed to be unique and correctly populated from the source. The target table already has a unique index on 'external_id'. Which configuration should the developer implement to achieve reliable updates?

A data source is configured to import XML files from a REST endpoint. The XML contains nested elements. To properly map the data, which transform map feature is most useful?

Which TWO statements about Database Views in ServiceNow are correct?

A large enterprise runs ServiceNow on a single instance. They have a custom table 'u_project_task' that stores task details for projects. Each project task has a reference field to the 'u_project' table. The 'u_project' table has approximately 50,000 records, and the 'u_project_task' table has about 2 million records. Users report that opening a project record and viewing its related tasks takes over 30 seconds. The system uses an out-of-box related list to display tasks. The instance has standard hardware resources. The administrator has already confirmed that there are no performance issues with the database server or network. Which course of action should the administrator take to improve the performance of the related list?

Which TWO data types are available in ServiceNow for storing date and time values?

A developer needs to import data from a CSV file into a custom table. Which ServiceNow module should be used for this task?

A developer is working on a catalog client script that references the 'caller_id' field on the 'sc_req_item' table. The caller_id field references the 'sys_user' table. To get the caller's email, which dot-walking syntax is correct?

A large enterprise uses ServiceNow for IT service management. The instance has a custom table 'u_asset_tracker' with over 2 million records. The table is referenced by multiple other tables. Recently, users have reported that when they open a record in the 'u_asset_tracker' table, the form takes 15-20 seconds to load. Additionally, reports that query this table often time out. The instance is running on a mid-range server with 8GB RAM. The admin suspects database performance issues. Upon reviewing the sys_properties, the admin finds that 'glide.ui.auto_clear_filters' is set to false. Also, there are several business rules on the table that run on 'before' query and 'after' query. A script include that transforms data from 'u_asset_tracker' to another table is running frequently. The admin needs to improve performance. Which course of action should the admin take first?

Which TWO conditions must be met for a transform map to automatically ignore duplicate records during an import?

A developer needs to import user records from a CSV file. The CSV contains a field 'department' that should map to a reference field 'department' on the sys_user table. However, the CSV contains department names, not sys_ids. What is the best approach to map the department names to the correct sys_ids?

Refer to the exhibit. A developer created this data policy on the incident table. What will be the result when a user creates or updates an incident where the caller's name is 'VIP'?

A developer wants to automatically calculate the number of days an incident has been in the 'On Hold' state. Which approach is most efficient and maintainable?

Refer to the exhibit. What is the purpose of this transform script?

A developer needs to update a large number of records in the 'incident' table based on a specific condition. Which approach should be used to minimize performance impact?

Which TWO are valid data source types for Import Sets in ServiceNow? (Choose two.)

An admin wants to create a report showing the number of incidents created each day for the past month. Which type of report should be used?

Match each ServiceNow portal widget property to its purpose.

A company has a custom table 'project_task' with a reference field to 'project'. The requirement is to ensure that only users in a specific group can select projects in a certain state. Which approach provides the most secure and maintainable solution?

A company needs to retrieve all active users whose department is 'Sales' and who have a manager assigned. They are using GlideRecord. Which script will correctly accomplish this?

Drag and drop the steps to create a new Notification in ServiceNow into the correct order.

A company is building a ServiceNow application to manage employee onboarding. They need to store personal data like social security numbers (SSNs) and medical information. Which data classification scheme should they apply to these fields to ensure proper encryption and access controls?

Match each ServiceNow acronym to its definition.

Which THREE are true about Data Policies? (Choose three.)

An import set is failing because some records have duplicate values in a unique field. The requirement is to skip duplicates and import only new records. Which transform map option should be used?

Which TWO statements are true about GlideAggregate?

A company needs to import data from a CSV file into a custom table. The import should update existing records if a unique identifier matches, and insert new records if no match is found. Which feature should be configured on the transform map to achieve this?

An admin notices that a business rule on the 'incident' table that sets the 'assigned_to' field based on the caller's manager is not always firing. The rule is set to run 'Before' and 'Update'. What is the most likely reason?

Refer to the exhibit. What does this ACL condition allow?

A developer writes a business rule that queries the 'incident' table using GlideRecord. The script loops through all incidents and updates a field. After running, the developer notices that only a subset of records were updated. What is the most likely cause?

Drag and drop the steps to create a new application in ServiceNow Studio into the correct order.

A company is importing user records from a CSV file using an import set. The transform map is configured to update existing records and insert new ones based on the email field. After running the import, they notice that some existing records were not updated even though the email matched. The email field in the target user table is correctly populated and has a unique index. The source CSV file has no obvious formatting issues. The import set runs without errors. What is the most likely cause?