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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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