ערוך

שתף באמצעות

What are the options to migrate data from MongoDB to vCore-based Azure Cosmos DB for MongoDB?

  • מאמר

This document describes the various options to lift and shift your MongoDB workloads to vCore-based Azure Cosmos DB for MongoDB offering.

Migrations can be done in two ways:

  • Offline Migration: A snapshot based bulk copy from source to target. New data added/updated/deleted on the source after the snapshot isn't copied to the target. The application downtime required depends on the time taken for the bulk copy activity to complete.

  • Online Migration: Apart from the bulk data copy activity done in the offline migration, a change stream monitors all additions/updates/deletes. After the bulk data copy is completed, the data in the change stream is copied to the target to ensure that all updates made during the migration process are also transferred to the target. The application downtime required is minimal.

Azure Data Studio (Online)

The MongoDB migration extension for Azure Data Studio is the preferred tool in migrating your MongoDB workloads to the vCore-based Azure Cosmos DB for MongoDB.

The migration process has two phases:

  • Premigration assessment - An evaluation of your current MongoDB data estate to determine if there are any incompatibilities.
  • Migration - The migration operation using services managed by Azure.

Premigration assessment

Assessment involves finding out whether you're using the features and syntax that are supported. The purpose of this stage is to identify any incompatibilities or warnings that exist in the current MongoDB solution. You should resolve the issues found in the assessment results before moving on with the migration process.

Tip

We recommend you review the supported features and syntax in detail and perform a proof-of-concept prior to the actual migration.

Migration

Use the graphical user interface to manage the entire migration process from start to finish. The migration is launched in Azure Data Studio but runs in the cloud on Azure-managed resources.

Native MongoDB tools (Offline)

You can use the native MongoDB tools such as mongodump/mongorestore, mongoexport/mongoimport to migrate datasets offline (without replicating live changes) to vCore-based Azure Cosmos DB for MongoDB offering.

Scenario MongoDB native tool
Move subset of database data (JSON/CSV-based) mongoexport/mongoimport
Move whole database (BSON-based) mongodump/mongorestore
  • mongoexport/mongoimport is the best pair of migration tools for migrating a subset of your MongoDB database.
    • mongoexport exports your existing data to a human-readable JSON or CSV file. mongoexport takes an argument specifying the subset of your existing data to export.
    • mongoimport opens a JSON or CSV file and inserts the content into the target database instance (vCore-based Azure Cosmos DB for MongoDB in this case.).
    • JSON and CSV aren't a compact format; you could incur excess network charges as mongoimport sends data to vCore-based Azure Cosmos DB for MongoDB.
  • mongodump/mongorestore is the best pair of migration tools for migrating your entire MongoDB database. The compact BSON format makes more efficient use of network resources as the data is inserted into vCore-based Azure Cosmos DB for MongoDB.
    • mongodump exports your existing data as a BSON file.
    • mongorestore imports your BSON file dump into vCore-based Azure Cosmos DB for MongoDB.

Note

The MongoDB native tools can move data only as fast as the host hardware allows.

Data migration using Azure Databricks (Offline/Online)

Migrating using Azure Databricks offers full control of the migration rate and data transformation. This method can also support large datasets that are in TBs in size. The spark migration utility operates as a job within Databricks.

This tool supports the following MongoDB sources:

  • MongoDB VM
  • MongoDB Atlas
  • AWS DocumentDB
  • Azure Cosmos DB MongoDB RU (Offline only)

Sign up for Azure Cosmos DB for MongoDB Spark Migration to gain access to the Spark Migration Tool GitHub repository. The repository offers detailed, step-by-step instructions for migrating your workloads from various Mongo sources to vCore-based Azure Cosmos DB for MongoDB.

Related content