How to Migrate JSON Data from MongoDB to MaxCompute

In this article, we will learn how to use the Data Integration function on Alibaba Cloud DataWorks console to extract JSON fields from MongoDB to MaxCompute.

Prepare Data and Account

First, upload the data to your MongoDB database. This example uses Alibaba Cloud’s ApsaraDB for MongoDB. The network type is VPC because a public IP address is required for MongoDB to communicate with the default resource group of DataWorks. The test data is as follows:

"store": {
"book": [
"category": "reference",
"author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
"category": "fiction",
"author": "Evelyn Waugh",
"title": "Sword of Honour",
"price": 12.99
"category": "fiction",
"author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
"bicycle": {
"color": "red",
"price": 19.95
"expensive": 10

Use DataWorks to Extract Data to MaxCompute

  1. Add a MongoDB data source
  2. In the DataWorks console, go to the Data Integration page and add a MongoDB data source.
  1. In the DataWorks console, create a data synchronization node.

Verify Results

Create an ODPS SQL node in your Business Flow.

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