Update line references.

Author: vmagelo

articles/cosmos-db/nosql/samples-python.md

@@ -41,7 +41,7 @@ Sample solutions that do CRUD operations and other common operations on Azure Co
 
 ## Database examples
 
-The [database_management.py](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/database_management.py) Python sample shows how to do the following tasks. To learn about the Azure Cosmos DB databases before running the following samples, see [Working with databases, containers, and items](../account-databases-containers-items.md) conceptual article.
+The [database_management.py](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/database_management.py) Python sample shows how to do the following tasks using [CosmosClient methods](/python/api/azure-cosmos/azure.cosmos.cosmos_client.cosmosclient#methods). To learn about the Azure Cosmos DB databases before running the following samples, see [Working with databases, containers, and items](../account-databases-containers-items.md) conceptual article.
 
 | Task | API reference |
 | --- | --- |
@@ -53,16 +53,16 @@ The [database_management.py](https://github.com/Azure/azure-sdk-for-python/blob/
 
 ## Container examples
 
-The [container_management.py](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py) Python sample shows how to do the following tasks. To learn about the Azure Cosmos DB collections before running the following samples, see [Working with databases, containers, and items](../account-databases-containers-items.md) conceptual article.
+The [container_management.py](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py) Python sample shows how to do the following tasks using [DatabaseProxy methods](/python/api/azure-cosmos/azure.cosmos.database.databaseproxy#methods). To learn about the Azure Cosmos DB collections before running the following samples, see [Working with databases, containers, and items](../account-databases-containers-items.md) conceptual article.
 
 | Task | API reference |
 | --- | --- |
-| [Query for a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L51-L66) |database.query_containers |
-| [Create a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L69-L163) |database.create_container |
-| [List all the containers in a database](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L206-L217) |database.list_containers |
-| [Get a container by its ID](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L195-L203) |database.get_container_client |
-| [Manage container's provisioned throughput](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L166-L192) |container.read_offer, container.replace_throughput|
-| [Delete a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L220-L229) |database.delete_container |
+| [Query for a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L58-L73) |database.query_containers |
+| [Create a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L76-L198) |database.create_container |
+| [List all the containers in a database](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L243-L254) |database.list_containers |
+| [Get a container by its ID](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L231-L240) |database.get_container_client |
+| [Manage container's provisioned throughput](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L202-L228) |container.replace_throughput|
+| [Delete a container](https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/cosmos/azure-cosmos/samples/container_management.py#L257-L266) |database.delete_container |
 
 ## Item examples