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+# `LND Database Upgrade Guide`: A Two-Stage Migration for Node Operators
+
+*Table of Contents*  
+- [Overview](#overview)  
+- [Operation Modes](#operation-modes)  
+- [Stage 1: Migration from bbolt to SQLite/Postgres (kvdb)](#stage-1-migration-from-bbolt-to-sqlitepostgres-kvdb)  
+  - [Choosing Your Target Backend](#choosing-your-target-backend)  
+  - [Postgres kvdb Migration](#postgres-kvdb-migration)  
+  - [SQLite kvdb Migration](#sqlite-kvdb-migration)  
+- [Stage 2: Migration from kvdb to Relational Database](#stage-2-migration-from-kvdb-to-relational-database)  
+  - [Subsystem Readiness](#subsystem-readiness)  
+- [Known Limitations and Edge Cases](#known-limitations-and-edge-cases)  
+- [Best Practices for Node Operators](#best-practices-for-node-operators)  
+  - [Choosing the Right Path](#choosing-the-right-path)  
+  - [Timing Your Migration](#timing-your-migration)  
+  - [Validation](#validation)  
+- [Implementation Examples](#implementation-examples)  
+  - [Migrating to SQLite kvdb](#migrating-to-sqlite-kvdb)  
+  - [Migrating Invoices to Relational Backend](#migrating-invoices-to-relational-backend)  
+- [Future Improvements](#future-improvements)  
+- [Conclusion](#conclusion)  
+
+---
+
+## Overview
+
+The `LND Database Upgrade` process enables node operators to migrate from the legacy **bbolt** key-value store to modern **SQLite** or **PostgreSQL** backends—first in **kvdb mode**, then ultimately to a **relational database** format. This two-stage migration addresses long-standing performance bottlenecks, and lays the foundation for scalable, maintainable node operations.
+
+This guide explains the migration path, backend trade-offs, subsystem readiness, and best practices for safely upgrading your LND database.
+
+---
+
+## Operation Modes
+
+The LND database upgrade operates in two sequential stages, each with distinct tooling and implications:
+
+```mermaid
+flowchart TD
+    %% 1. Define all nodes
+    Bbolt["Bbolt (kvdb)"]
+    SQLite["SQLite (kvdb)"]
+    Postgres["Postgres (kvdb)"]
+    
+    M1_Sqlite["Migration #1 (lnd v0.19)<br>Invoices"]
+    M2_Sqlite["Migration #2 (lnd v0.20)<br>Graph"]
+    M3_Sqlite["Migration #3 (lnd v0.21)<br>Payments"]
+
+    M1_Postgres["Migration #1 (lnd v0.19)<br>Invoices"]
+    M2_Postgres["Migration #2 (lnd v0.20)<br>Graph"]
+    M3_Postgres["Migration #3 (lnd v0.21)<br>Payments"]
+
+    %% 2. Define all links (within and between graphs)
+    Bbolt --> SQLite
+    Bbolt --> Postgres
+    
+    SQLite --> M1_Sqlite
+    M1_Sqlite --> M2_Sqlite
+    M2_Sqlite --> M3_Sqlite
+
+    Postgres --> M1_Postgres
+    M1_Postgres --> M2_Postgres
+    M2_Postgres --> M3_Postgres
+
+    %% 3. Group nodes into subgraphs
+    subgraph "Step 1: Migration via lndinit"
+        Bbolt
+        SQLite
+        Postgres
+    end
+
+    subgraph "Step 2: Migration within lnd"
+        M1_Sqlite
+        M2_Sqlite
+        M3_Sqlite
+        M1_Postgres
+        M2_Postgres
+        M3_Postgres
+    end
+
+    %% 4. Apply Styles
+    %% Define classes with explicit dark text color (#333)
+    classDef bboltNode fill:#e2e3e5,stroke:#383d41,color:#333
+    classDef sqliteNode fill:#d4edda,stroke:#155724,color:#333
+    classDef postgresNode fill:#cce5ff,stroke:#004085,color:#333
+
+    %% Apply classes to nodes
+    class Bbolt bboltNode
+    class SQLite,M1_Sqlite,M2_Sqlite,M3_Sqlite sqliteNode
+    class Postgres,M1_Postgres,M2_Postgres,M3_Postgres postgresNode
+```
+
+- **Stage 1**: Migrate from bbolt to a SQL-based **kvdb** backend using the [lndinit](https://github.com/lightninglabs/lndinit/blob/main/docs/data-migration.md) tool.
+- **Stage 2**: Incrementally migrate subsystem data (invoices, graph, payments, etc.) from **kvdb** to SQL native **relational tables** as support becomes available.
+
+---
+
+## Stage 1: Migration from bbolt to SQLite/Postgres (kvdb)
+
+LND cannot run with mixed backends, so all users must first leave bbolt behind. This stage uses the `lndinit` utility to perform an offline migration.
+
+### Choosing Your Target Backend
+
+| Backend   | Performance (in kvdb mode) | Default in LND? | Long-Term Viability |
+|-----------|--------------------------|------------------|----------------------|
+| Postgres  | Mediocre                 | No               | ✅ |
+| SQLite    | Good                     | **Yes (future)** | ✅ |
+
+> 💡 **Recommendation**: Unless you require Postgres for infrastructure reasons,
+ **migrate to SQLite kvdb** as your backend.
+
+### Postgres kvdb Migration
+
+A migration script is available via `lndinit`:
+
+- [Postgres migration script](https://github.com/lightninglabs/lndinit/blob/main/docs/data-migration.md#using-postgres-as-the-destination-remote-database)
+- **Caveat**: Users report degraded performance in kvdb mode. Only proceed if you plan to **immediately follow with Stage 2** to migrate the available data stores to relational DB.
+This will mitigate the poor Postgres performance on kvdb.
+
+### SQLite kvdb Migration
+
+- [SQLite migration script](https://github.com/lightninglabs/lndinit/blob/main/docs/data-migration.md#using-sqlite-as-the-destination-remote-database)
+- **Advantage**: Maintains good performance while waiting for full relational migration.
+
+---
+
+## Stage 2: Migration from kvdb to Relational Database
+
+This stage unlocks true SQL performance by restructuring data into relational tables. Migration is **per-subsystem** and **incremental**.
+
+### Subsystem Readiness
+
+| Subsystem           | Relational Backend | Migration Script | Status |
+|---------------------|--------------------|------------------|--------|
+| Invoices            | ✅ Available        | ✅              | Available with **v0.19** |
+| Graph               | ✅ Available        | ✅              | Available with **v0.20** |
+| Payments            | 🚧 In Progress      | Planned          | Targeted with **v0.21**|
+| Btcwallet           | 🚧 In Progress      | Planned          | Targeted with **v0.21**|
+| Forwarding History  | ❌ TBD              | ❌ TBD            | Future work |
+
+---
+
+## Known Limitations and Edge Cases
+
+- **Single database engine required**: LND requires a single consistent backend.
+You cannot run invoices in relational mode while graph remain in kvdb *unless*
+both are on the same SQL engine (e.g., SQLite).
+- **Data loss risk**: Always **back up your `data/` directory** before migration.
+- **Downtime required**: Stage 1 requires LND to be offline. Stage 2 is done at startup, requiring a LND restart.
+- **Postgres kvdb performance**: Postgres performance on kvdb is sub-optimal. It is
+recommended to make the stage 2 migration immediately to avoid performance bottlenecks. Certain RPCs like `listpayments` may not perform well on Postgres if the node has a lot of payments data. If your node operation is heavy
+on payments and `listpayments` performance is critical for you, we'd recommend
+not doing any migration and wait till version 0.21.0 is released.
+- **No migration path between SQL backend**: Once migrated to either Postgres or
+SQLite, it is not possible to switch to the other, so choose your target backend carefully.
+---
+
+## Best Practices for Node Operators
+
+### Choosing the Right Path
+
+- **For most users**: Choose SQLite, then migrate. Later, adopt relational backends subsystem-by-subsystem.
+- **Enterprise/Postgres users**: It is recommened to wait to start the migration 
+until **payments relational backend** is ready, then perform **Stage 1 + Stage 2 in quick succession**.
+
+### Timing Your Migration
+
+- Perform migrations during **low-activity periods**.
+- Monitor LND release notes for relational DB support of different subsystems.
+
+### Validation
+
+1. Stop LND.
+2. Run migration with `lndinit`.
+3. Start LND with new backend flags, to execute stage 2 migrations.
+4. Validate node health: channels, balance, invoice/payment history.
+
+---
+
+## Implementation Examples
+
+### Migrating to SQLite kvdb
+
+```bash
+# Stop LND
+lnd --shutdown
+
+# Backup
+cp -r ~/.lnd ~/lnd-backup-$(date +%Y%m%d)
+
+# Run migration (e.g. sqlite)
+lndinit --debuglevel info migrate-db \
+--source.bolt.data-dir ~/.lnd/data \
+--dest.backend sqlite \
+--dest.sqlite.data-dir ~/.lnd/data --network mainnet
+
+# Start LND with SQLite backend
+lnd --db.backend=sqlite
+```
+
+> 📝 Add `db.backend=sqlite` to your `lnd.conf` to make it persistent.
+
+### Migrating Invoices to Relational Backend
+
+Once on LND v0.19+ with SQLite/Postgres:
+
+```bash
+# Ensure backend is set
+echo "db.backend=sqlite" >> ~/.lnd/lnd.conf
+
+# Start LND — invoice migration runs automatically
+lnd
+```
+
+Check logs for:
+```
+Migrating invoices from kvdb to relational format...
+Invoice migration completed successfully.
+```
+
+---
+
+## Future Improvements
+
+The LND team is actively working on:
+
+- **Payments relational backend** and migration tooling (Stage 2)
+- **Btcwallet relational backend** and migration tooling (Stage 2)
+- **Forwarding history** relational schema (long-term)
+- **Automatic detection** of migration readiness in `lnd`
+
+Node operators should monitor:
+- [LND GitHub Releases](https://github.com/lightningnetwork/lnd/releases)
+- [lndinit repository](https://github.com/lightninglabs/lndinit)
+
+---
+
+## Conclusion
+
+The LND database upgrade is a strategic two-stage process designed to eliminate bbolt performance limitations while ensuring data integrity and operational continuity.
+
+By **first migrating to SQLite/Postgres kvdb** and **then adopting relational backends incrementally**, node operators can achieve significant performance gains—especially for payment-heavy workloads—without rushing into unstable configurations.
+
+Choose your path wisely, back up rigorously, and stay informed. The future of LND is relational, and this guide ensures you get there safely.