Realtime sync data from MySQL/PostgreSQL/MongoDB to Meilisearch.
There is also a web admin dashboard for meilisync meilisync-admin.
Just install from pypi:
pip install meilisyncYou can use docker to run meilisync:
version: "3"
services:
meilisync:
image: long2ice/meilisync
volumes:
- ./config.yml:/meilisync/config.yml
restart: alwaysMySQL:binlog_format = ROW, use binary log.PostgreSQL:wal_level = logicaland installwal2jsonextension, use logical replication.MongoDB: enable replica set mode, use change stream.
If you run meilisync without any arguments, it will try to load the configuration from config.yml in the current
directory.
❯ meilisync --help
Usage: meilisync [OPTIONS] COMMAND [ARGS]...
╭─ Options ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ --config -c TEXT Config file path [default: config.yml] │
│ --install-completion Install completion for the current shell. │
│ --show-completion Show completion for the current shell, to copy it or customize the installation. │
│ --help Show this message and exit. │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Commands ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ check Check whether the data in the database is consistent with the data in Meilisearch │
│ refresh Refresh all data by swap index │
│ start Start meilisync │
│ version Show meilisync version │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯Start sync data from MySQL to Meilisearch:
❯ meilisync start
2023-03-07 08:37:25.656 | INFO | meilisync.main:_:86 - Start increment sync data from "mysql" to Meilisearch...Refresh all data by swap index:
❯ meilisync refresh -t testBefore refresh, you need stop the sync process first to avoid data inconsistency.
Check whether the data count in the database is consistent with the data in Meilisearch:
❯ meilisync check -t test
Here is an example configuration file:
debug: true
plugins:
- meilisync.plugin.Plugin
progress:
type: file
source:
type: mysql
host: 192.168.123.205
port: 3306
user: root
password: "123456"
database: beauty
meilisearch:
api_url: http://192.168.123.205:7700
api_key:
insert_size: 1000
insert_interval: 10
sync:
- table: collection
index: beauty-collections
plugins:
- meilisync.plugin.Plugin
full: true
fields:
id:
title:
description:
category:
- table: picture
index: beauty-pictures
full: true
fields:
id:
description:
category:
sentry:
dsn: ""
environment: "production"Enable debug mode, default is false, if you want to see more logs, you can set it to true.
The plugins are used to customize the data before or after insert to Meilisearch and the plugins is a list of python modules.
Which is a python class with pre_event and post_event methods, the pre_event method is called before insert to
Meilisearch, the post_event method is called after insert to Meilisearch.
class Plugin:
is_global = False
async def pre_event(self, event: Event):
logger.debug(f"pre_event: {event}, is_global: {self.is_global}")
return event
async def post_event(self, event: Event):
logger.debug(f"post_event: {event}, is_global: {self.is_global}")
return eventThe is_global is used to indicate whether the plugin instance is global, if set to True, the plugin instance will be
created only once, otherwise, the plugin instance will be created for each event.
The progress is used to record the last sync position, such as binlog position for MySQL.
type:fileorredis, if set to file, another optionpathis required.path: the file path to store the progress, default isprogress.json.key: the redis key to store the progress, default ismeilisync:progress.dsn: the redis dsn, default isredis://localhost:6379/0.
Source database configuration, currently only support MySQL and PostgreSQL and MongoDB.
type:mysqlorpostgresormongo.server_id: the server id for MySQL binlog, default is1.database: the database name.other keys: the database connection arguments, MySQL see asyncmy, PostgreSQL see psycopg2, MongoDB see motor.
Meilisearch configuration.
api_url: the Meilisearch API URL.api_key: the Meilisearch API key.insert_size: insert after collecting this many documents, optional.insert_interval: insert after this many seconds have passed, optional.
If nether insert_size nor insert_interval is set, it will insert each document immediately.
If you prefer performance, just set and increase insert_size and insert_interval. The insert will be made as long as
one of the conditions is met.
The sync configuration, you can add multiple sync tasks.
table: the database table name or collection name.index: the Meilisearch index name, if not set, it will use the table name.full: whether to do a full sync, default isfalse.fields: the fields to sync, if not set, it will sync all fields. The key is table field name, the value is the Meilisearch field name, if not set, it will use the table field name.plugins: the table level plugins, optional.
Sentry configuration.
dsn: the sentry dsn.environment: the sentry environment, default isproduction.
This project is licensed under the Apache-2.0 License.