Mongo DB

The MongoDB source supports Full Refresh and Incremental sync strategies.

Resulting schema

MongoDB does not have anything like table definition, thus we have to define column types from actual attributes and their values. Discover phase have two steps:

Step 1. Find all unique properties

Connector runs the map-reduce command which returns all unique document props in the collection. Map-reduce approach should be sufficient even for large clusters.

Note

To work with Atlas MongoDB, a non-free tier is required, as the free tier does not support the ability to perform the mapReduce operation.

Step 2. Determine property types

For each property found, connector selects 10k documents from the collection where this property is not empty. If all the selected values have the same type - connector will set appropriate type to the property. In all other cases connector will fallback to string type.

Features

Feature

Supported

Full Refresh Sync

Yes

Incremental - Append Sync

Yes

Replicate Incremental Deletes

No

Namespaces

No

Full Refresh sync

Works as usual full refresh sync.

Incremental sync

Cursor field can not be nested. Currently only top level document properties are supported.

Cursor should never be blank. In case cursor is blank - the incremental sync results might be unpredictable and will totally rely on MongoDB comparison algorithm.

Only datetime and integer cursor types are supported. Cursor type is determined based on the cursor field name:

  • datetime - if cursor field name contains a string from: time, date, _at, timestamp, ts

  • integer - otherwise

Getting started

This guide describes in details how you can configure MongoDB for integration with Airbyte.

Create users

Run mongo shell, switch to admin database and create a READ_ONLY_USER. READ_ONLY_USER will be used for Airbyte integration. Please make sure that user has read-only privileges.

mongo
use admin;
db.createUser({user: "READ_ONLY_USER", pwd: "READ_ONLY_PASSWORD", roles: [{role: "read", db: "TARGET_DATABASE"}]}

Make sure the user have appropriate access levels.

Configure application

In case your application uses MongoDB without authentication you will have to adjust code base and MongoDB config to enable MongoDB authentication. Otherwise your application might go down once MongoDB authentication will be enabled.

Enable MongoDB authentication

Open /etc/mongod.conf and add/replace specific keys:

net:
bindIp: 0.0.0.0
security:
authorization: enabled

Binding to 0.0.0.0 will allow to connect to database from any IP address.

The last line will enable MongoDB security. Now only authenticated users will be able to access the database.

Configure firewall

Make sure that MongoDB is accessible from external servers. Specific commands will depend on the firewall you are using (UFW/iptables/AWS/etc). Please refer to appropriate documentation.

Your READ_ONLY_USER should now be ready for use with Airbyte.