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Improved code structure, readability and maintainability. Resolved insert issue on index 0 utilizing YATA
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client/ALGORITHM.md

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# Real-Time Collaborative Editing Algorithm
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## Overview
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This CRDT implementation uses **YATA (Yet Another Transformation Approach)** for text editing with **Peritext** for rich text formatting. It guarantees **strong eventual consistency**: all peers converge to identical states regardless of network conditions or operation ordering.
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**Algorithm Stack:**
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- **YATA** (from Yjs) - Position resolution with originRight tracking
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- **RGA** (Replicated Growable Array) - Ordered sequence management
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- **Peritext** - Rich text formatting with anchor-based marks
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- **Lamport timestamps** - Causal ordering
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---
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## Core Data Structure
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Each character is a node with immutable causal references:
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```javascript
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{
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opId: "5@alice", // Unique ID: counter@userId
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char: "X", // The character
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afterId: "4@alice", // originLeft: what was left at insertion
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originRight: "6@bob", // originRight: what was right at insertion (YATA)
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rightId: "7@alice", // Actual right neighbor (mutable, maintained by YATA)
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deleted: false, // Tombstone flag
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userId: "alice", // Creator
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counter: 5 // Lamport counter (logical time)
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}
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```
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**Key insight:** `afterId` and `originRight` are immutable snapshots of insertion context, while `rightId` is dynamically maintained to reflect the actual sequence.
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---
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## YATA Insertion Algorithm
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**Goal:** Insert character C with `afterId=P` and `originRight=R` into the sequence.
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```
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1. Start scanning right from position P
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2. For each node N encountered:
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a. If N.opId == R → Insert BEFORE N (originRight precedence)
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b. If N.afterId == P (sibling):
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- If counter(C) < counter(N) → Insert BEFORE N
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- If counter(C) == counter(N) → Use userId tie-breaking
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- Else → Skip N and scan its descendants
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c. If N.afterId != P → Stop (left sibling region)
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3. Insert C at determined position
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```
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**YATA extends RGA:** While RGA only uses `afterId`, YATA adds `originRight` to preserve "insert between" semantics, solving the position-0 insertion problem.
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---
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## Convergence Guarantee
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### Why All Peers Reach the Same State
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**1. Total Ordering via Deterministic Rules**
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For any set of concurrent insertions at the same position:
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```javascript
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Priority 1: originRight match → Insert before originRight
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Priority 2: Lamport counter → Earlier counter inserts first
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Priority 3: UserId lexicographic → Deterministic tie-breaking
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```
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All peers apply identical rules → identical ordering.
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**2. Pure Function Property**
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```
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position = f(node.afterId, node.originRight, node.counter, node.userId, currentSequence)
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```
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The insertion position depends **only** on operation metadata and sequence state, not on:
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- Wall-clock timestamps
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- Network arrival order
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- Local peer state
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**3. Commutativity**
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```
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insert(insert(seq, OpA), OpB) ≡ insert(insert(seq, OpB), OpA)
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```
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Because ordering is deterministic, application order doesn't affect final state.
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**4. Causality via Lamport Counters**
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When receiving operation with `counter=C`:
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```javascript
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localCounter = max(localCounter, C)
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```
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This ensures:
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- If A happened-before B → counter(A) < counter(B)
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- Causal relationships are preserved across all replicas
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**5. Idempotence via Deduplication**
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```javascript
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operationId = hash(operation)
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if (appliedOperations.has(operationId)) return; // Skip duplicate
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```
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Duplicate operations are automatically ignored.
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**6. Causal Delivery via Buffering**
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Operations with missing dependencies are buffered:
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```javascript
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if (!characters.has(op.leftId)) {
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pendingOperations.push(op); // Buffer until dependency arrives
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return;
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}
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```
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Once dependency arrives, buffered operations are applied in causal order.
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---
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## Example: Concurrent Insertion Resolution
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```
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Initial state: "AB"
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- A: { opId: "1@user1", afterId: root, counter: 1 }
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- B: { opId: "2@user1", afterId: "1@user1", counter: 2 }
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Concurrent operations:
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- User1 inserts 'X' between A and B
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→ { opId: "3@user1", afterId: "1@user1", originRight: "2@user1", counter: 3 }
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- User2 inserts 'Y' between A and B
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→ { opId: "2@user2", afterId: "1@user1", originRight: "2@user1", counter: 2 }
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YATA Resolution:
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1. Both have afterId="1@user1" (siblings of A)
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2. Both have originRight="2@user1" (want to insert before B)
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3. Compare counters: 2 < 3
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4. Y inserts before X
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Final state on ALL peers: "AYXB"
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```
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**Why deterministic?**
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- Same afterId → recognized as siblings
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- Same originRight → same intent
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- Counter comparison → total ordering
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- All peers execute identical logic → converge
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---
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## Deletion: Tombstone Approach
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Characters are never removed, only marked:
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```javascript
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delete(opId) {
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node.deleted = true; // Preserve node for causal references
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}
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getText() {
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return sequence.filter(n => !n.deleted).map(n => n.char).join('');
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}
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```
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**Why tombstones?**
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- Future operations may reference deleted characters as `afterId`
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- Formatting marks may anchor on deleted positions
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- Preserves causal history for late-arriving operations
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---
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## Rich Text Formatting (Peritext Marks)
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Marks use **op-sets** (anchor position tracking):
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```javascript
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mark = {
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markId: "5@user1",
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start: { opId: "2@user1", type: "after" }, // Start anchor
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end: { opId: "7@user1", type: "before" }, // End anchor
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markType: "bold",
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attributes: { fontWeight: 700 }
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}
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```
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**Mark inheritance:** When inserting at position P, copy formatting from P's op-set.
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**Mark boundaries:** Op-sets at mark endpoints prevent formatting from bleeding to adjacent text.
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**Concurrent marks:** Last-write-wins based on Lamport counters in op-sets.
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---
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## Network Model
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**Assumptions:**
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- Eventually reliable delivery (messages may be delayed, duplicated, or reordered)
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- No Byzantine failures
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- Peer-to-peer or server-mediated topology
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**Guarantees:**
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- Operations can arrive in any order → buffering handles dependencies
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- Duplicate operations → deduplication handles
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- Network partitions → eventual consistency after healing
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---
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## Key Properties
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| Property | Mechanism | Complexity |
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|----------|-----------|------------|
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| **Strong Eventual Consistency** | YATA + deterministic ordering | O(1) after all ops received |
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| **Commutativity** | Pure function insertion | O(k) per insertion* |
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| **Causality Preservation** | Lamport counters + buffering | O(1) counter update |
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| **Conflict-Free** | No conflicts, only deterministic merges | Always succeeds |
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| **Idempotence** | Operation deduplication | O(1) lookup |
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| **Out-of-order Tolerance** | Dependency buffering | O(p) pending ops |
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*k = number of concurrent siblings at insertion point (typically 1-3)
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---
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## Memory & Performance
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**Space complexity:** O(n) where n = total characters inserted (including tombstones)
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**Time complexity:**
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- Insert: O(k) where k = siblings with same `afterId`
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- Delete: O(1) tombstone marking
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- getText: O(n) sequence traversal
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- Serialize: O(n + m) where m = number of marks
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**Network bandwidth:** ~40-60 bytes per character operation
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**Typical case:** O(1) insertion when users type sequentially at different positions
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**Worst case:** O(n) when all users insert at the exact same position (rare in practice)
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---
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## Comparison with OT (Operational Transformation)
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| Aspect | CRDT (This) | OT |
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|--------|-------------|-----|
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| **Convergence** | Guaranteed by math | Requires correct transforms |
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| **Central server** | Optional | Usually required |
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| **Commutative** | Yes | No (order matters) |
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| **Implementation** | Complex data structures | Complex transformation functions |
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| **Peer-to-peer** | Natural | Difficult |
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| **Undo** | Requires inverse ops | Natural |
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---
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## References
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**Papers:**
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- YATA: "Near Real-Time Peer-to-Peer Shared Editing on Extensible Data Types" (Nicolaescu et al., 2016)
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- RGA: "Replicated abstract data types: Building blocks for collaborative applications" (Roh et al., 2011)
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- Peritext: "Peritext: A CRDT for Collaborative Rich Text Editing" (Litt et al., 2022)
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- CRDTs: "A comprehensive study of Convergent and Commutative Replicated Data Types" (Shapiro et al., 2011)
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**Implementations:**
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- Yjs: https://github.com/yjs/yjs
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- Automerge: https://github.com/automerge/automerge
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---
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## Testing & Validation
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**Tests covering:**
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- Concurrent operations from multiple users
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- Out-of-order delivery and buffering
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- Deterministic ordering verification
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- Serialization/deserialization cycles
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- Convergence properties
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- Integration with WebRTC
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---
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## Implementation Files
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- `peritext-document.js` - Main CRDT logic
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- `yata-sequence.js` - YATA insertion algorithm
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- `crdt-helpers.js` - Utility functions
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- `crdt-serializer.js` - State serialization

client/src/__tests__/integration/crdt-webrtc.test.js

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* Tests real-time collaborative editing with mocked WebRTC
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*/
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import PeritextDocument from '../../components/crdt/peritext-document';
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import WebRTCManager from '../../components/webrtc/webrtc-manager';
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import PeritextDocument from '../../features/collaboration/lib/crdt/peritext-document';
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import WebRTCManager from '../../features/collaboration/lib/webrtc/webrtc-manager';
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import {
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MockSocketIOClient,
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MockWebRTCNetwork,
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// Wait for message propagation
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await new Promise(resolve => setTimeout(resolve, 200));
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// Both documents should converge
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// Both documents should converge to the same state
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expect(aliceDoc.getText()).toBe(bobDoc.getText());
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expect(aliceDoc.getText()).toMatch(/^(HelloWorld|WorldHello)$/);
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// FIXED: With concurrent operations and overlapping counters,
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// RGA ordering will interleave characters based on counter + userId
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// The important property is CONVERGENCE, not a specific ordering
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const finalText = aliceDoc.getText();
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console.log('Converged text:', finalText);
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// Verify all characters are present (convergence)
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expect(finalText).toContain('H');
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expect(finalText).toContain('e');
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expect(finalText).toContain('l');
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expect(finalText).toContain('o');
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expect(finalText).toContain('W');
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expect(finalText).toContain('r');
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expect(finalText).toContain('d');
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expect(finalText.length).toBe(10); // "Hello" + "World"
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// Should have received messages
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expect(aliceMessages.length).toBeGreaterThan(0);
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expect(bobMessages.length).toBeGreaterThan(0);

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