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Microsoft DP-420 Exam Syllabus Topics:

SectionObjectives
Design and implement data models for Azure Cosmos DB- Model data for NoSQL workloads
  • 1. Partitioning strategies
    • 2. Data modeling patterns (embed vs reference)
      - Design indexing strategies
      • 1. Query optimization considerations
        • 2. Indexing policies
          Design and implement data distribution- Replication and consistency
          • 1. Multi-region replication
            • 2. Consistency levels
              - Partitioning and scaling
              • 1. Logical and physical partitions
                • 2. Throughput (RU/s) planning
                  Integrate Azure Cosmos DB with Azure services- Data pipelines and analytics
                  • 1. Data movement patterns
                    • 2. Synapse integration
                      - Event-driven architectures
                      • 1. Integration with Azure Functions
                        • 2. Change Feed processing
                          Optimize and maintain Cosmos DB solutions- Monitoring and troubleshooting
                          • 1. Diagnostics and logging
                            • 2. Alerts and metrics
                              - Performance optimization
                              • 1. RU consumption optimization
                                • 2. Query performance tuning

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                                  Microsoft Designing and Implementing Cloud-Native Applications Using Microsoft Azure Cosmos DB Sample Questions (Q42-Q47):

                                  NEW QUESTION # 42
                                  Hotspot Question
                                  You plan to create an Azure Cosmos DB container named account that will contain items in the following format.

                                  You need to define a query that will return the ids of all accounts that have ever recorded a negative value for balance.
                                  How should you complete the query? To answer select the appropriate options in the answer area.
                                  NOTE: Each correct selection is worth one point.

                                  Answer:

                                  Explanation:


                                  NEW QUESTION # 43
                                  You are developing an application that will use an Azure Cosmos DB Core (SQL) API account as a data source.
                                  You need to create a report that displays the top five most ordered fruits as shown in the following table.

                                  A collection that contains aggregated data already exists. The following is a sample document:
                                  {
                                  "name": "apple",
                                  "type": ["fruit", "exotic"],
                                  "orders": 10000
                                  }
                                  Which two queries can you use to retrieve data for the report? Each correct answer presents a complete solution.
                                  NOTE: Each correct selection is worth one point.

                                  Answer: C,D

                                  Explanation:
                                  ARRAY_CONTAINS returns a Boolean indicating whether the array contains the specified value. You can check for a partial or full match of an object by using a boolean expression within the command.
                                  Reference: https://docs.microsoft.com/en-us/azure/cosmos-db/sql/sql-query-array-contains


                                  NEW QUESTION # 44
                                  Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
                                  After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
                                  You have a container named container1 in an Azure Cosmos DB Core (SQL) API account.
                                  You need to make the contents of container1 available as reference data for an Azure Stream Analytics job.
                                  Solution: You create an Azure function that uses Azure Cosmos DB Core (SQL) API change feed as a trigger and Azure event hub as the output.
                                  Does this meet the goal?

                                  Answer: A

                                  Explanation:
                                  Explanation
                                  The Azure Cosmos DB change feed is a mechanism to get a continuous and incremental feed of records from an Azure Cosmos container as those records are being created or modified. Change feed support works by listening to container for any changes. It then outputs the sorted list of documents that were changed in the order in which they were modified.
                                  The following diagram represents the data flow and components involved in the solution:

                                  Reference: https://docs.microsoft.com/en-us/azure/cosmos-db/sql/changefeed-ecommerce-solution


                                  NEW QUESTION # 45
                                  You are developing an application that will use an Azure Cosmos DB Core (SQL) API account as a data source.
                                  You need to create a report that displays the top five most ordered fruits as shown in the following table.

                                  A collection that contains aggregated data already exists. The following is a sample document:
                                  {
                                  " name " : " apple " ,
                                  " type " : [ " fruit " , " exotic " ],
                                  " orders " : 10000
                                  }
                                  Which two queries can you use to retrieve data for the report? Each correct answer presents a complete solution.
                                  NOTE: Each correct selection is worth one point.

                                  Answer: A,B

                                  Explanation:
                                  ARRAY_CONTAINS returns a Boolean indicating whether the array contains the specified value. You can check for a partial or full match of an object by using a boolean expression within the command.
                                  Reference: https://docs.microsoft.com/en-us/azure/cosmos-db/sql/sql-query-array-contains


                                  NEW QUESTION # 46
                                  You have an Azure Cosmos DB Core (SQL) API account that is configured for multi-region writes. The account contains a database that has two containers named container1 and container2.
                                  The following is a sample of a document in container1:
                                  {
                                  "customerId": 1234,
                                  "firstName": "John",
                                  "lastName": "Smith",
                                  "policyYear": 2021
                                  }
                                  The following is a sample of a document in container2:
                                  {
                                  "gpsId": 1234,
                                  "latitude": 38.8951,
                                  "longitude": -77.0364
                                  }
                                  You need to configure conflict resolution to meet the following requirements:
                                  For container1 you must resolve conflicts by using the highest value for policyYear.
                                  For container2 you must resolve conflicts by accepting the distance closest to latitude: 40.730610 and longitude: -73.935242.
                                  Administrative effort must be minimized to implement the solution.
                                  What should you configure for each container? To answer, drag the appropriate configurations to the correct containers. Each configuration may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
                                  NOTE: Each correct selection is worth one point.

                                  Answer:

                                  Explanation:

                                  Explanation

                                  Box 1: Last Write Wins (LWW) (default) mode
                                  Last Write Wins (LWW): This resolution policy, by default, uses a system-defined timestamp property. It's based on the time-synchronization clock protocol.
                                  Box 2: Merge Procedures (custom) mode
                                  Custom: This resolution policy is designed for application-defined semantics for reconciliation of conflicts.
                                  When you set this policy on your Azure Cosmos container, you also need to register a merge stored procedure.
                                  This procedure is automatically invoked when conflicts are detected under a database transaction on the server. The system provides exactly once guarantee for the execution of a merge procedure as part of the commitment protocol.
                                  Reference:
                                  https://docs.microsoft.com/en-us/azure/cosmos-db/conflict-resolution-policies
                                  https://docs.microsoft.com/en-us/azure/cosmos-db/sql/how-to-manage-conflicts


                                  NEW QUESTION # 47
                                  ......

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