Resolving suggesstions

Author: lbpudi

articles/data-manager-for-agri/how-to-use-events.md

@@ -11,7 +11,7 @@ ms.custom: template-how-to
 
 # Azure Data Manager for Agriculture Preview as Event Grid source 
 
-This article provides the properties and schema for Azure Data Manager for Agriculture events. For an introduction to event schemas, see [Azure Event Grid](https://learn.microsoft.com/azure/event-grid/event-schema) event schema.
+This article provides the properties and schema for Azure Data Manager for Agriculture events. For an introduction to event schemas, see [Azure Event Grid](/azure/event-grid/event-schema) event schema.
 
 ## Prerequisites
 
@@ -35,7 +35,7 @@ Here are example scenarios for consuming events in our service:
 2. If there are modifications to data-plane resources such as party, fields, farms and other similar elements, you can react to changes and you can trigger workflows.
 
 ## Filtering events
-You can filter Data Manager for Agriculture <a href="https://docs.microsoft.com/cli/azure/eventgrid/event-subscription" target="_blank"> events </a> by event type, subject, or fields in the data object. Filters in Event Grid match the beginning or end of the subject so that events that match can go to the subscriber.
+You can filter Data Manager for Agriculture <a href="/cli/azure/eventgrid/event-subscription" target="_blank"> events </a> by event type, subject, or fields in the data object. Filters in Event Grid match the beginning or end of the subject so that events that match can go to the subscriber.
 
 For instance, for the PartyChanged event, to receive notifications for changes for a particular party with ID Party1234, you may use the subject filter "EndsWith" as shown:
 
@@ -47,22 +47,22 @@ Subjects in an event schema provide 'starts with' and 'exact match' filters as w
 
 Similarly, to filter the same event for a group of party IDs, use the Advanced filter on partyId field in the event data object. In a single subscription, you may add five advanced filters with a limit of 25 values for each key filtered.
 
-To learn more about how to apply filters, see <a href = "https://docs.microsoft.com/azure/event-grid/how-to-filter-events" target = "_blank"> filter events for Event Grid. </a>
+To learn more about how to apply filters, see <a href = "/azure/event-grid/how-to-filter-events" target = "_blank"> filter events for Event Grid. </a>
 
 ## Subscribing to events
 You can subscribe to Data Manager for Agriculture events by using Azure portal or Azure Resource Manager client. Each of these provide the user with a set of functionalities. Refer to following resources to know more about each method.
 
-<a href = "https://docs.microsoft.com/azure/event-grid/subscribe-through-portal#:~:text=Create%20event%20subscriptions%201%20Select%20All%20services.%202,event%20types%20option%20checked.%20...%20More%20items..." target = "_blank"> Subscribe to events using portal </a>
+<a href = "/azure/event-grid/subscribe-through-portal" target = "_blank"> Subscribe to events using portal </a>
 
-<a href = "https://docs.microsoft.com/azure/event-grid/sdk-overview" target = "_blank"> Subscribe to events using the ARM template client </a>
+<a href = "/azure/event-grid/sdk-overview" target = "_blank"> Subscribe to events using the ARM template client </a>
 
 ## Practices for consuming events
 
 Applications that handle Data Manager for Agriculture events should follow a few recommended practices:
 
 * Check that the eventType is one you're prepared to process, and don't assume that all events you receive are the types you expect.
 * As messages can arrive out of order, use the modifiedTime and etag fields to understand the order of events for any particular object.
-* Data Manager for Agriculture events guarantees at-least-once delivery to subscribers, which ensures that all messages are outputted. However due to retries or availability of subscriptions, duplicate messages may occasionally occur. To learn more about message delivery and retry, see <a href = "https://docs.microsoft.com/azure/event-grid/delivery-and-retry" target = "_blank">Event Grid message delivery and retry </a>
+* Data Manager for Agriculture events guarantees at-least-once delivery to subscribers, which ensures that all messages are outputted. However due to retries or availability of subscriptions, duplicate messages may occasionally occur. To learn more about message delivery and retry, see <a href = "/azure/event-grid/delivery-and-retry" target = "_blank">Event Grid message delivery and retry </a>
 * Ignore fields you don't understand. This practice will help keep you resilient to new features that might be added in the future.