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Gemma4-DSL-Spec3-Loadbalancing.md

@@ -84,10 +84,10 @@ The **Routing Layer** monitors the "Heat" (Request Frequency) of a resource and
84 84
85 85 | Load Level | Strategy | Logic | User Experience |
86 86 | :--- | :--- | :--- | :--- |
87 - | **Low/Normal** | **Pessimistic Lock** | `Lock()` $\rightarrow$ Update $\rightarrow$ Unlock | Instant, consistent. |
88 - | **Moderate** | **Optimistic (OCC)** | `CAS` $\rightarrow$ Try/Retry | Fast, occasional "Retry" lag. |
89 - | **High (Hot)** | **Sequencer** | Linear Queue $\rightarrow$ Single Thread | Smooth, strictly ordered. |
90 - | **Extreme (Critical)**| **Aggregation** | Buffer $\rightarrow$ Max() $\rightarrow$ Commit | High throughput, slightly delayed "Truth." |
87 + | **Low/Normal** | **Pessimistic Lock** | `Lock()` > Update > Unlock | Instant, consistent. |
88 + | **Moderate** | **Optimistic (OCC)** | `CAS` > Try/Retry | Fast, occasional "Retry" lag. |
89 + | **High (Hot)** | **Sequencer** | Linear Queue > Single Thread | Smooth, strictly ordered. |
90 + | **Extreme (Critical)**| **Aggregation** | Buffer > Max() > Commit | High throughput, slightly delayed "Truth." |
91 91
92 92 ### The "Final Safety" Valve: The Circuit Breaker
93 93 If the "Hot Spot" becomes so intense that it threatens the stability of the Trade Engine, the DSL triggers a **Circuit Breaker**.

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Gemma4-DSL-Spec3-Loadbalancing.md

@@ -34,8 +34,8 @@ Module AuctionHouse.HighValue {
34 34 ### 2. Optimistic Concurrency Control (OCC / CAS)
35 35 For resources that are "hot" but not "extreme," the DSL uses **Compare-and-Swap (CAS)** instead of `Lock()`.
36 36
37 - * **Pessimistic (Lock):** "I am taking this item. Everyone else, stop and wait until I am done." $\rightarrow$ **Slow.**
38 - * **Optimistic (CAS):** "I think the current price is 100. I will try to set it to 110. If someone else changed it to 105 while I was thinking, I'll just fail and try again." $\rightarrow$ **Fast.**
37 + * **Pessimistic (Lock):** "I am taking this item. Everyone else, stop and wait until I am done." > **Slow.**
38 + * **Optimistic (CAS):** "I think the current price is 100. I will try to set it to 110. If someone else changed it to 105 while I was thinking, I'll just fail and try again." > **Fast.**
39 39
40 40 **DSL Implementation:**
41 41 ```python

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Gemma4-DSL-Loadbalancing.md(файл создан)

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1 + When thousands of users target a single resource (like a "One-of-a-Kind Sword" in an auction), you encounter **Lock Contention**. If you use a standard pessimistic lock (`Lock(Item)`), you create a bottleneck where 9,999 people are standing in line waiting for one person to finish.
2 +
3 + To solve this, the system switches from **Pessimistic Locking** to a combination of **LMAX-style Sequencing**, **Optimistic Concurrency (CAS)**, and **Request Aggregation**.
4 +
5 + Here is how the DSL and the underlying engine handle "Hot Spots."
6 +
7 + ---
8 +
9 + ### 1. The Sequencer Pattern (Linearization)
10 + Instead of letting 10,000 requests fight for a lock in a distributed mess, the Router directs all traffic for a specific "Hot Resource" to a **Single-Threaded Sequencer**.
11 +
12 + * **The Logic:** The Sequencer acts as a "turnstile." It accepts all incoming bids into a high-speed memory queue (a Ring Buffer) and processes them **one by one, in order, in-memory**.
13 + * **Why it's faster:** Paradoxically, a single thread running at 4GHz without any lock-contention is orders of magnitude faster than 1,000 threads fighting over a mutex.
14 +
15 + **DSL Representation:**
16 + ```python
17 + # The Router identifies this as a "Hot Spot" and assigns a Sequencer
18 + Module AuctionHouse.HighValue {
19 + RouteSrategy: Linearize(target: $item_id),
20 +
21 + # Every bid is queued and processed sequentially
22 + ProcessBid /execute {
23 + # No one 'Locks' the item here; the Sequencer is the only
24 + # process allowed to touch this state.
25 + if (bid.price > current_high_bid) {
26 + UpdateHighBidder(bid.user)
27 + }
28 + }
29 + }
30 + ```
31 +
32 + ---
33 +
34 + ### 2. Optimistic Concurrency Control (OCC / CAS)
35 + For resources that are "hot" but not "extreme," the DSL uses **Compare-and-Swap (CAS)** instead of `Lock()`.
36 +
37 + * **Pessimistic (Lock):** "I am taking this item. Everyone else, stop and wait until I am done." $\rightarrow$ **Slow.**
38 + * **Optimistic (CAS):** "I think the current price is 100. I will try to set it to 110. If someone else changed it to 105 while I was thinking, I'll just fail and try again." $\rightarrow$ **Fast.**
39 +
40 + **DSL Implementation:**
41 + ```python
42 + Module AuctionHouse.FastBid {
43 + PlaceBid /execute {
44 + # ATOMIC COMPARE-AND-SWAP
45 + # Only updates if the version hasn't changed since we last read it
46 + Saga.CAS {
47 + target: $item_id,
48 + expected_version: $local_version,
49 + new_value: $new_bid_price
50 + } -> Result ? [
51 + success -> Bid.Complete,
52 + version_mismatch -> Bid.Retry # Fast loop retry
53 + ]
54 + }
55 + }
56 + ```
57 +
58 + ---
59 +
60 + ### 3. The "Bid-Aggregation" Buffer (The Sieve)
61 + For the most extreme cases (e.g., a world-first event), the system introduces a **Temporal Buffer**. This prevents the "Safe Path" engine from being DDoS-ed by its own players.
62 +
63 + * **The Logic:** The router doesn't send every bid to the database. Instead, it gathers all bids over a tiny window (e.g., 10 milliseconds). It only forwards the **single highest bid** from that window to the same-consistency layer.
64 + * **The Result:** You reduce 10,000 requests per second to 100 requests per second, while the outcome (who the highest bidder is) remains identical.
65 +
66 + **DSL Implementation:**
67 + ```python
68 + Module AuctionHouse.UltraHot {
69 + # Aggregate bids over a 10ms window
70 + Buffer.Collect [window: 10ms] {
71 + filter: Max(bid.price)
72 + } -> HighestBidInWindow
73 +
74 + # Only the winner of the window hits the Strong Consistency layer
75 + HighestBidInWindow -> GlobalAuthority.UpdatePrice
76 + }
77 + ```
78 +
79 + ---
80 +
81 + ### Summary: How the System Picks the Strategy
82 +
83 + The **Routing Layer** monitors the "Heat" (Request Frequency) of a resource and dynamically shifts the strategy:
84 +
85 + | Load Level | Strategy | Logic | User Experience |
86 + | :--- | :--- | :--- | :--- |
87 + | **Low/Normal** | **Pessimistic Lock** | `Lock()` $\rightarrow$ Update $\rightarrow$ Unlock | Instant, consistent. |
88 + | **Moderate** | **Optimistic (OCC)** | `CAS` $\rightarrow$ Try/Retry | Fast, occasional "Retry" lag. |
89 + | **High (Hot)** | **Sequencer** | Linear Queue $\rightarrow$ Single Thread | Smooth, strictly ordered. |
90 + | **Extreme (Critical)**| **Aggregation** | Buffer $\rightarrow$ Max() $\rightarrow$ Commit | High throughput, slightly delayed "Truth." |
91 +
92 + ### The "Final Safety" Valve: The Circuit Breaker
93 + If the "Hot Spot" becomes so intense that it threatens the stability of the Trade Engine, the DSL triggers a **Circuit Breaker**.
94 +
95 + * **Action:** The system temporarily switches the Auction House to **"Offline Mode."**
96 + * **Effect:** It stops accepting new bids and tells players: *"High traffic. Bids are being queued."*
97 + * **Saga:** It then processes the accumulated queue in a batch using the `Bulk.Save` operator we defined earlier, ensuring the server doesn't crash and the integrity of the item remains absolute.

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Gemma4-DSL-Spec2.md(файл создан)

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1 + This is the complete specification for the **Universal Orchestration DSL (v1.0)**. This language is designed to be compiled into an execution plan that can be routed between a **Fast-Path Engine** (Eventual Consistency/Combat) and a **Safe-Path Engine** (Strong Consistency/Trade).
2 +
3 + ### 1. Core Flow & Orchestration
4 + These operators define the movement of the workflow through the state machine.
5 +
6 + | Operator | Keyword / Syntax | Description | Example | Consistency |
7 + | :--- | :--- | :--- | :--- | :--- |
8 + | **Sequence** | `->` | Linear transition from one node to the next. | `NodeA -> NodeB` | Variable |
9 + | **Fork** | `F-> [A, B, C]` | Splits the flow into parallel paths; all paths start simultaneously. | `Start F-> [Task1, Task2]` | Eventual |
10 + | **Join** | `[A, B, C] J->` | Synchronization barrier; waits for all listed paths to complete before proceeding. | `[T1, T2] J-> Complete` | Eventual |
11 + | **Branch** | `? [ condition -> X ]` | Conditional logic based on the output of the previous node. | `? [ available -> Create ]` | Variable |
12 + | **Loop** | `Loop { condition }` | Repeats a block of logic until a specific condition is met. | `Loop AI.Refine { valid }` | Variable |
13 + | **Timeout** | `T [duration]` | Sets a maximum wait time before triggering a failure path. | `T [5m] -> TimeoutHandler` | Variable |
14 + | **Module** | `Module Name { ... }` | A logical grouping of nodes that can be called as a single unit. | `Module ProfileSetup { ... }` | Variable |
15 +
16 + ---
17 +
18 + ### 2. AI & Agentic Logic
19 + Operators specifically designed for non-deterministic LLM interactions and verification.
20 +
21 + | Operator | Keyword / Syntax | Description | Example | Consistency |
22 + | :--- | :--- | :--- | :--- | :--- |
23 + | **Generation** | `AI.Generate [model]` | Calls an LLM to produce a result based on a prompt and context. | `AI.Generate {prompt: "..."}` | Eventual |
24 + | **Evaluation** | `AI.Evaluate` | Uses an AI to judge if a previous output meets specific criteria. | `AI.Evaluate {criteria: "..."}` | Eventual |
25 + | **Analysis** | `AI.Analyze` | Performs pattern recognition or anomaly detection across a dataset. | `AI.Analyze {metric: "SD"}` | Eventual |
26 + | **Human-In-Loop**| `Approval.Wait` | Pauses the workflow until a human provides a digital signature/approval. | `Approval.Wait /require /sig` | Strong |
27 + | **Refinement** | `AI.Refine` | An iterative loop to improve AI output based on feedback. | `Loop AI.Refine { valid }` | Eventual |
28 +
29 + ---
30 +
31 + ### 3. Infrastructure & Reliability
32 + The "Safe Path" operators used to ensure data integrity and system stability.
33 +
34 + | Operator | Keyword / Syntax | Description | Example | Consistency |
35 + | :--- | :--- | :--- | :--- | :--- |
36 + | **Distributed Lock**| `Lock (resource) { ... }` | Ensures exclusive access to a resource; prevents race conditions. | `Lock ($user_id) { ... }` | **Strong** |
37 + | **Atomic Saga** | `Saga.Atomic { ... }` | A transaction that must either complete entirely or not at all. | `Saga.Atomic { Add, Sub }` | **Strong** |
38 + | **Compensation** | `Saga.Compensate { ... }` | An "Undo" path triggered when a distributed transaction fails. | `Saga.Compensate { Refund }` | **Strong** |
39 + | **Circuit Breaker**| `circuit_break [args]` | Stops calling a failing external service to prevent system collapse. | `EXT:API /circuit_break` | Variable |
40 + | **Bulk Sink** | `Bulk.Save /insert` | Groups thousands of updates into a single database transaction. | `Bulk.Save { data: list }` | **Strong** |
41 +
42 + ---
43 +
44 + ### 4. Real-Time & Game Logic
45 + Operators designed for high-frequency updates and reactive event-driven environments.
46 +
47 + | Operator | Keyword / Syntax | Description | Example | Consistency |
48 + | :--- | :--- | :--- | :--- | :--- |
49 + | **Event Listener**| `ON (Event) -> X` | Triggers a workflow when a specific system event occurs. | `ON (Player.Death) -> X` | Eventual |
50 + | **Heartbeat** | `Tick [interval]` | Executes a block of logic at a fixed time frequency. | `Tick [100ms] { ... }` | Eventual |
51 + | **State Snapshot**| `State.Snapshot` | Serializes current global state for save/load or recovery. | `State.Snapshot /save` | Strong |
52 + | **Delta Update** | `Value -= Delta` | Updates a value by a relative amount rather than an absolute. | `Boss.HP -= {damage}` | Eventual |
53 + | **Resource Lock** | `SortedIds(A, B)` | A helper to lock multiple resources in order to prevent deadlocks. | `Lock (SortedIds(A, B))` | **Strong** |
54 +
55 + ---
56 +
57 + ### 5. Web & External Integration
58 + Operators for connecting the workflow to the outside world and third-party services.
59 +
60 + | Operator | Keyword / Syntax | Description | Example | Consistency |
61 + | :--- | :--- | :--- | :--- | :--- |
62 + | **External Call** | `EXT:Service.Method` | Executes a call to an external API or microservice. | `EXT:AuthService.Create` | Variable |
63 + | **Webhook** | `Webhook.Emit /post` | Sends data to an external URL and optionally waits for a response. | `Webhook.Emit /post {url}` | Eventual |
64 + | **Middleware** | `Module.Middleware` | Logic that intercepts every call into a module (Auth, Logging). | `Module.Middleware { Auth }` | Variable |
65 + | **Wait Condition** | `WAIT (Event)` | Pauses execution until a specific external signal is received. | `WAIT (Payment_Success)` | Variable |
66 +
67 + ---
68 +
69 + ### 6. Global State & Variables
70 + Definition of how data is stored and modified across the workflow.
71 +
72 + | Element | Syntax | Description | Example | Scope |
73 + | :--- | :--- | :--- | :--- | :--- |
74 + | **Global Variable**| `$var_name = value` | A state variable shared across all nodes in the workflow. | `$user_id = null` | Global |
75 + | **Local Variable**| `{var_name}` | A temporary variable passed between nodes as a payload. | `{email}` | Node-local |
76 + | **Resource Map** | `Resource > Level` | Mapping of a game object to its required consistency level. | `Wallet > Strong` | System |
77 + | **Identity** | `Crypto.Sign(key)` | Attaches a cryptographic signature to a request for validation. | `sig: Crypto.Sign($key)` | Security |

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