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https://github.com/iftech-engineering/mongo-es
A MongoDB to Elasticsearch connector
https://github.com/iftech-engineering/mongo-es
connector elasticsearch etl mongodb
Last synced: 10 days ago
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A MongoDB to Elasticsearch connector
- Host: GitHub
- URL: https://github.com/iftech-engineering/mongo-es
- Owner: iftech-engineering
- License: mpl-2.0
- Created: 2017-05-10T04:44:01.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2022-04-08T23:42:38.000Z (over 2 years ago)
- Last Synced: 2024-05-19T20:02:18.576Z (6 months ago)
- Topics: connector, elasticsearch, etl, mongodb
- Language: TypeScript
- Homepage:
- Size: 782 KB
- Stars: 189
- Watchers: 11
- Forks: 30
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- License: license
Awesome Lists containing this project
- favorite-link - MongoDB 到 Elasticsearch 连接器。
README
# Mongo-ES
A MongoDB to Elasticsearch connector
[](https://badge.fury.io/js/mongo-es)
## Installation
```bash
npm i -g mongo-es
```
## Usage
### Command Line
```bash
# normal mode
mongo-es ./config.json
# debug mode, with debug info printed
NODE_ENV=dev mongo-es ./config.json
```
### Programmatically
```javascript
const fs = require('fs')
const Redis = require('ioredis')
const { Config, Task, run } = require('mongo-es')
const redis = new Redis('localhost')
Task.onSaveCheckpoint((name, checkpoint) => {
return redis.set(`mongo-es:${name}`, JSON.stringify(checkpoint))
})
// this will overwrite task.from in config file
Task.onLoadCheckpoint((name) => {
return redis.get(`mongo-es:${name}`).then(JSON.parse)
})
run(new Config(fs.readFileSync('config.json', 'utf8')))
```
## Concepts
### Scan phase
scan entire database for existed documents
### Tail phase
tail the oplog for documents' create, update or delete
## Configuration
Structure:
```json
{
"controls": {},
"mongodb": {},
"elasticsearch": {},
"tasks": [
{
"extract": {},
"transform": {},
"load": {}
}
]
}
```
[Detail example](https://github.com/jike-engineering/mongo-es/blob/master/examples/config.json)
### controls
- `mongodbReadCapacity` - Max docs read per second (default: `10000`). (optional)
- `elasticsearchBulkInterval` - Max bluk interval per request (default: `5000`). (optional)
- `elasticsearchBulkSize` - Max bluk size per request (default: `5000`). (optional)
- `indexNameSuffix` - Index name suffix, for index version control. (optional)
### mongodb
- `url` - The connection URI string, eg: `mongodb://user:password@localhost:27017/db?replicaSet=rs0`.
**notice**: must use a `admin` user to access oplog.
- `options` - Connection settings, see: [MongoClient](http://mongodb.github.io/node-mongodb-native/2.1/api/MongoClient.html#.connect). (optional)
### elasticsearch
- `options` - Elasticsearch Config Options, see: [Configuration](https://www.elastic.co/guide/en/elasticsearch/client/javascript-api/current/configuration.html).
- `indices` - If set, auto create indices when program start, see: [Indeces Create](https://www.elastic.co/guide/en/elasticsearch/client/javascript-api/current/api-reference-5-0.html#api-indices-create-5-0). (optional)
### task.from
- `phase` - `scan` or `tail`
- `time` - tail oplog with query: `{ ts: { $gte: new Timestamp(0, new Date(time).getTime() / 1000) } }`
- `id` - scan collection with query `{ _id: { $gte: id }}`
### task.extract
- `db` - Database name.
- `collection` - Collection name in database.
- `projection` - Projection selector, see [Projection](https://docs.mongodb.com/manual/reference/operator/projection/).
### task.transform
- `mapping` - The field mapping from mongodb's collection to elasticsearch's index.
- `parent` - The field in mongodb's collection to use as the `_parent` in elasticsearch's index. (optional)
### task.load
- `index` - The name of the index.
- `type` - The name of the document type.
- `body` - The request body, see [Put Mapping](https://www.elastic.co/guide/en/elasticsearch/reference/5.x/indices-put-mapping.html).
## License
[Mozilla Public License Version 2.0](https://www.mozilla.org/en-US/MPL/2.0/)