cosmos-migrator
v2.2.0
Published
Tool for running CosmosDB migrations (js scripts)
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Introduction
cosmos-migrator
is a cli tool that will help you to migrate your CosmosDB databases and Containers.
The philosophy behind this tool is borrowed from dbup and adjusted to fit the CosmosDB world. The main takeaway is "Transitions, not States". This means you do not keep versioned schema of your database, but you keep versioned scripts that will transform your database from one state to another. You also have a Control Table in that database that will keep track of the scripts that were executed, so you can run only the new scripts that you have added. In the CosmosDB world, the Control Table is a document in the collection called _migrations
. The document has id = '' and it has a property 'scripts' that is an array of objects that keep the name of the script and when it was executed.
How to Use cosmos-migrator
cosmos-migrator
is a command-line tool designed to help you manage and apply migrations to your Cosmos DB. Below is a guide on how to use the tool effectively.
Prerequisites
- Node.js: Ensure you have Node.js installed on your machine. You can download it from here.
- Cosmos DB Account: You need access to a Cosmos DB account with the necessary permissions to perform migrations.
Installation
First, install cosmos-migrator
globally using npm:
npm install -g cosmos-migrator
OR use npx
to run the command:
npx cosmos-migrator <command> [options]
Usage
The basic syntax for using cosmos-migrator
is as follows:
cosmos-migrator <command> [options]
Commands
migrate
Applies migration scripts to your Cosmos DB.
Options:
-url, --dbURL <cosmos db endpoint>
Description: Specifies the Cosmos DB endpoint URL.
Environment Variable:DB_URL
-key, --dbKey <cosmos db key>
Description: Specifies the Cosmos DB key.
Environment Variable:DB_KEY
-md, --migrationsDir <full folder name>
Description: Specifies the directory containing migration scripts.
Environment Variable:MIGRATIONS_DIR
These environment variables can be set in your .env
file.
Example Usage:
Using Command-Line Options
cosmos-migrator migrate --dbURL https://your-cosmos-db.documents.azure.com:443/ --dbKey yourCosmosDbKey --migrationsDir ./migrations
Or using shorthand options:
cosmos-migrator migrate -url https://your-cosmos-db.documents.azure.com:443/ -key yourCosmosDbKey -md ./migrations
Using Environment Variables
Set the required environment variables:
export DB_URL=https://your-cosmos-db.documents.azure.com:443/ export DB_KEY=yourCosmosDbKey export MIGRATIONS_DIR=./migrations
Then run the migrate command without additional options:
cosmos-migrator migrate
If you prefer not to pass options via the command line, you can set the following environment variables:
DB_URL
: Cosmos DB endpoint URL.DB_KEY
: Cosmos DB key.MIGRATIONS_DIR
: Directory containing migration scripts.
Migration Scripts
Place your migration scripts in the directory specified by the --migrationsDir
option or the MIGRATIONS_DIR
environment variable. Each migration script should handle specific changes to your Cosmos DB schema or data.
Migration Script Format
The migration script should be simple java script file that exports several constants and a single funtion.
You can see bellow the needed constants and the function:
exports.databaseName = 'StarWars';
exports.containerName = 'jedi';
// NOTE! Create a query with a WHERE clause to limit the items to process!!!
exports.query = 'SELECT * FROM c WHERE c.title = "Master"';
exports.updateItem = function (item, axios) {
//if possible avoid using if statements here, put the logic in the query!
item.title = 'Jedi Master';
// return the updated document! The library will replace the item in the container with this document
return item;
};
The updateItem
function
Will pass you each item that matches the query and you can perform any changes to the item. Before updating the item cosmos-migrator
will perform a backup of the original item in a file. See the backup section for more details.
After that it will replace the item in the container with the updated by you item.
if you return null from the updateItem
function, the item will not be updated.
The run
function
If you need to perform a more complex transformation, you can use the run
function. This function will pass you the database and container objects and you can perform any changes to the database or container.
exports.databaseName = 'StarWars';
exports.containerName = 'jedi';
/** You can use the "run" function
* to execute your migration logic.
* BUT the update and backup responsibility is yours!!!
* See the next example for "updateItem" which does both.
*/
exports.run = async function (database, container, axios) {
console.log('Modifying ref data enactment');
// just to show how to query. Not real migration - just check for connection. Remove this block
const { resources: items } = await container.items
.query('SELECT * FROM c')
.fetchAll();
const firstItem = items[0];
console.log(firstItem);
return;
//<< remove to here
// You could load external JSON
const jsonData = fs.readFileSync(__dirname + '/jedi-record.json', {
encoding: 'utf8',
});
const document = JSON.parse(jsonData);
const item = container.item(document.id, undefined);
console.log("Read item '" + item.id + "'");
const { resource: readDoc } = await item.read();
console.log("item with id '" + readDoc.id + "' found");
// Update the document
await item.replace(document);
console.log("item with id '" + item.id + "' replaced");
console.log('done');
};
:warning: instance of
axios
is passed to the migration script, so you can use it if needed.
Examples in the migration-examples
Folder
The migration-examples
folder contains several example scripts that demonstrate how to use the cosmos-migrator
effectively:
jedi-record.json
: This file contains a sample document structure for a Jedi record in CosmosDB. It is an example of schema. The next examples assume that you have a container calledjedi
and a document asjedi-record.json
.001-jedi-title-fix.js
: This example demonstrates how to use theupdateItem
function to update the title of the Jedi.003-example-external-api-call.js
: This example demonstrates how to use theupdateItem
function and do an external REST API call.004-example-for-graphql-api-call.js
: This example demonstrates how to make a GraphQL API call within a migration script, allowing you to fetch data from an external source and insert it into your CosmosDB.099-example-of-run-function.js
: This script showcases how to define a migration function that can be executed to perform specific transformations on your database.
Use Case Scenarios
Schema Changes: When you need to change the structure of your documents in CosmosDB, you can create migration scripts that will update existing documents to match the new schema.
Data Transformation: If you need to transform data (e.g., changing field names, merging fields, etc.), you can write scripts that will read the current data, apply the transformations, and save the updated documents.
Data Migration: When migrating data from another database or service into CosmosDB, you can use the
cosmos-migrator
to automate the process of inserting and transforming data.Version Control: By keeping track of executed scripts in the Control Table, you can ensure that your migrations are applied in the correct order and that no scripts are missed during deployment.
By following these guidelines and examples, you can effectively use cosmos-migrator
to manage your CosmosDB migrations.
Backup Process
If you use the updateItem()
function in your migration script, backup will be performed for you.
How Backup Works
:warning: WARNING! Backup is performed ONLY if you use the
updateItem()
function in your migration script. If you choose to userun()
instead, you will need to perform the backup yourself.
Before applying any changes to your Cosmos DB items, cosmos-migrator
performs the following steps to create backups:
Backup Initialization
- Trigger Point: The backup process is initiated automatically when a migration script includes an
updateItem
method. - Purpose: To preserve the current state of each item before it undergoes any updates, allowing you to restore the original data if needed.
- Trigger Point: The backup process is initiated automatically when a migration script includes an
Generating a Unique Backup Filename
Each item to be updated is backed up as an individual JSON file. The backup filename is constructed to ensure uniqueness and traceability. The format of the filename is as follows:
backup-[scriptName]-[containerName]-id[itemId].json
scriptName
: Derived from the migration script's filename, ensuring the backup is linked to the specific script that initiated it.containerName
: The name of the Cosmos DB container where the item resides.itemId
: The unique identifier of the Cosmos DB item being backed up.
Example Filename:
backup-updateUserSchema-users-id12345.json
Determining the Backup Directory
- The backup files are stored in the same directory as the migration script (
scriptFullName
). - This approach keeps backups organized and easily locatable relative to the migration scripts that created them.
- The backup files are stored in the same directory as the migration script (
Creating the Backup File
Utilizing Node.js's
fs
module, the backup process involves writing the item's current state to the backup file in JSON format.const backupFileName = `${backupFolder}/backup-[${currentScript}]-${containerName}-id[${item.id}].json`; fs.writeFileSync(backupFileName, JSON.stringify(item));
backupFolder
: The directory path where the backup file will be saved.JSON.stringify(item)
: Converts the Cosmos DB item into a JSON string for storage.
Accessing and Managing Backups
All backup files generated by cosmos-migrator
are stored in the migrations directory specified by the --migrationsDir
option or the MIGRATIONS_DIR
environment variable. Here's how you can access and manage these backups:
Locating Backup Files
Navigate to your migrations directory. Inside, backup files are named systematically, making it easy to identify the relevant backup for any item.
./migrations/ ├── backup-updateUserSchema-users-id12345.json ├── backup-updateUserSchema-users-id67890.json └── ...
Restoring from a Backup
If you need to revert an item to its original state, follow these steps:
- Locate the Backup File: Find the corresponding backup file using the item's ID and the migration script's name.
- Read the Backup Data: Load the JSON content from the backup file.
- Replace the Item in Cosmos DB: Use Cosmos DB's SDK to replace the current item with the data from the backup.
Example Restoration Process:
const fs = require('fs'); const { CosmosClient } = require('@azure/cosmos'); // Initialize Cosmos Client const client = new CosmosClient({ endpoint: process.env.DB_URL, key: process.env.DB_KEY, }); const database = client.database('yourDatabaseName'); const container = database.container('yourContainerName'); // Read backup file const backupData = JSON.parse( fs.readFileSync('backup-updateUserSchema-users-id12345.json', 'utf-8') ); // Replace item in Cosmos DB container .item(backupData.id, backupData.partitionKey) .replace(backupData) .then(() => console.log( `Item with id ${backupData.id} has been restored from backup.` ) ) .catch((error) => console.error('Error restoring item from backup:', error) );
Managing Backup Files
- Retention: Determine a retention policy for backup files based on your project's requirements and storage considerations.
- Cleanup: Periodically review and delete unnecessary backup files to free up space and maintain order.
- Version Control: Avoid adding backup files to version control systems like Git to prevent clutter and potential security risks.
Best Practices
- Consistent Naming: The systematic naming convention ensures that backups can be easily matched to their source items and migration scripts.
- Secure Storage: Store backup files in a secure location, especially if they contain sensitive data.
- Regular Backups: Even though
cosmos-migrator
handles backups during migrations, consider implementing additional backup strategies to cover all bases. - Testing Restorations: Periodically test the restoration process to ensure that backups are valid and can be effectively used when needed.
Summary
The backup mechanism in cosmos-migrator
provides a safety net by preserving the state of each Cosmos DB item before any migration-induced changes. By following the structured approach outlined above, you can maintain data integrity, facilitate easy restorations, and ensure a smooth migration experience.