Incremental Replication

I created this non-GUI tool for replicating data from PostgreSQL database to another PostgreSQL database in an incremental way. Though it is said that PostgreSQL is not good for OLAP queries but for a medium-size company, PostgreSQL can serve as a low-cost data warehouse before moving to actual warehouses like RedShift when need arises. Based on my experience with Airbyte, I tried adding the necessary features in this tool which I found missing in Airbyte. I referred Airbyte and other online sources for some approaches in tool.

Features

It can handle replication between source and destination databases which are on separate servers.
It automatically detects source-table schema changes before every sync. If detected, it resets the destination schema for that table & starts initial sync for that table.
It uses pg-dump for initial sync of a table, thus speeding up the initial sync time.
For subsequent syncs, it uses incremental-deduplication mode approach.
After each successful/unsuccessful sync, it sends a http notification to any web-hook url you provided to the tool. This way you can connect sync-success to any further workflow.
It explicitly syncs tables one-by-one, to avoid load on source database.
It does not require too much storage. In destination, it requires space equal to source database + size of one largest table in source.
While moving the tool to another server, you can retain the current cursor state of sync by copying the sync-state directory.
If you want to do full-refresh of a particular table at some point, just drop the <table-name> and <table-name>_stg tables in destination. In next sync, it will automatically use initial sync (pg-dump) mode for that table. To do full-refresh of all tables, do the same for all tables in destination.

Current limits

Currently limited to only PostgreSQL<>PostgreSQL, I have no immediate plans to extend tool for other connectors.
Source and destination schema name must be same. Table names will also be same.
Only timestamp data type column in table is supported for now as replication_key.
One clone of this repository can be configured for one pipeline. One pipeline can sync only one schema. So, if you want to sync two schemas, clone this repository twice and configure
No near-future plans to add parallelism in sync. For me, this (one table at a time) was required but it could be limitation for others.
Only incremental-deduped mode is supported for now.
This will not work on Windows for now. This has been tested only on Ubuntu and Mac OS. Open a Node.js shell and run process.platform. If you get linux or darwin, this script will work.
To keep things simple at destination, it only syncs the base-table structure and data. It does not sync any type of constraints, custom types or views in destination. For USER-DEFINED type columns in source, it uses text type columns in destination. Please do not create any indexes, views, etc in destination as it will interfere will tool's normal functioning (when schema change is detected in source) and manual intervention will be needed.

Roadmap

Add incremental-append mode

Repo maintenance state

I will be actively fixing the bugs. If you find any, please open an issue.
I will not be actively adding more features to it.

Caution

For source database user for this tool, please use user which has NO write access on source to prevent any issue.
Destination database user will need permission to create/drop/read table in destination.

How to use ?

mkdir <schema-to-clone>-replication (Change the directory name as per your need, This is sample)
cd <schema-to-clone>-replication
git clone https://github.com/mir1198yusuf/incremental-replication.git .
mv .env.sample .env
Populate .env with your values.
mv tables-config.sample.json tables-config.json
Populate tables-config.json with your values.
In your destination database, create the empty schema with same name as env variable DEST_SCHEMA (which will be same as env variable SOURCE_SCHEMA)
Start the replication by node incremental_deduped_sync_pg_to_pg.js

Additional usage points

Setup cron to run the tool at intervals.
By default node incremental_deduped_sync_pg_to_pg.js logs to terminal. Use node incremental_deduped_sync_pg_to_pg.js > logfile.txt to log the output to file. Or node incremental_deduped_sync_pg_to_pg.js >> logfile.txt to log the output to file in append-mode.

mir1198yusuf / incremental-replication