From eb6ebd72d3a099ec9b1e6b52ad9b1cf9d85d642e Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sat, 4 Apr 2026 14:31:34 -0700 Subject: [PATCH 1/6] docs: add comprehensive system architecture and design documentation --- _docs/system/README.md | 39 ++++++++ _docs/system/components/frontend-console.md | 35 ++++++++ _docs/system/components/nginx-routing.md | 44 +++++++++ _docs/system/components/orchestrator.md | 57 ++++++++++++ _docs/system/components/workers.md | 64 +++++++++++++ _docs/system/components/workload-generator.md | 36 ++++++++ _docs/system/decisions/major-decisions.md | 89 +++++++++++++++++++ .../processes/architecture-and-layout.md | 32 +++++++ .../processes/data-path-and-recovery.md | 40 +++++++++ .../system/processes/scaling-and-failover.md | 41 +++++++++ 10 files changed, 477 insertions(+) create mode 100644 _docs/system/README.md create mode 100644 _docs/system/components/frontend-console.md create mode 100644 _docs/system/components/nginx-routing.md create mode 100644 _docs/system/components/orchestrator.md create mode 100644 _docs/system/components/workers.md create mode 100644 _docs/system/components/workload-generator.md create mode 100644 _docs/system/decisions/major-decisions.md create mode 100644 _docs/system/processes/architecture-and-layout.md create mode 100644 _docs/system/processes/data-path-and-recovery.md create mode 100644 _docs/system/processes/scaling-and-failover.md diff --git a/_docs/system/README.md b/_docs/system/README.md new file mode 100644 index 0000000..aab7719 --- /dev/null +++ b/_docs/system/README.md @@ -0,0 +1,39 @@ +# Distributed DBaaS System Docs + +## Overview + +This project is a distributed key-value DBaaS with clear control-plane/data-plane separation. + +- Writes are served by a single elected **leader**. +- Reads are served by **followers** behind Nginx load balancing. +- Worker membership and leader state are coordinated in **ZooKeeper**. +- The write-ahead log (WAL) is persisted in **Kafka**. +- Fast replica propagation is done through **RabbitMQ fanout**. +- The **orchestrator** handles topology, failover, scaling targets, and routing updates. +- A dedicated **workload-generator** runs Locust-based load tests. +- A **frontend console** gives live topology, events, autoscaling controls, and workload controls. + +This docs set focuses on the important components, algorithms, operational processes, and design tradeoffs. + +## Reading Order + +1. [Architecture & Folder Layout](./processes/architecture-and-layout.md) +2. [Orchestrator](./components/orchestrator.md) +3. [Workers (Leader/Follower)](./components/workers.md) +4. [Nginx Routing & Reconcile](./components/nginx-routing.md) +5. [Workload Generator](./components/workload-generator.md) +6. [Frontend Console](./components/frontend-console.md) +7. [Write/Read + Snapshot Process](./processes/data-path-and-recovery.md) +8. [Scaling & Failure Process](./processes/scaling-and-failover.md) +9. [Major Decisions & Tradeoffs](./decisions/major-decisions.md) + +## System Scope + +In the current implementation, scale is intentionally moderate and single-cluster: + +- One Kafka broker, one WAL topic partition (`dbaas-writes`, partition 0). +- One active leader at a time. +- Dynamic follower count controlled by autoscaler. +- Frontend workload controls currently cap concurrent users to UI bounds. + +This keeps operations simple while exercising realistic control-plane behavior (election, failover, routing reconciliation, and autoscaling). diff --git a/_docs/system/components/frontend-console.md b/_docs/system/components/frontend-console.md new file mode 100644 index 0000000..cbf9ad2 --- /dev/null +++ b/_docs/system/components/frontend-console.md @@ -0,0 +1,35 @@ +# Frontend Console + +## Purpose + +The frontend is an operator console, not just a dashboard. + +Main capabilities: + +- Live topology graph (leader/followers + status). +- Event stream view from orchestrator websocket. +- Autoscaling config controls. +- Node-level crash action by worker ID. +- Workload control and KPI visualization. + +## Data Sources + +- WebSocket `/stream` for event feed (`useWebSocket`). +- HTTP `/list_workers` for topology snapshots (`useTopology`). +- Workload generator APIs for job state and metrics. + +## Topology State Logic + +`useTopology` combines server snapshots and events: + +- Marks nodes as `crashing` immediately on `worker_crashing` events. +- Tracks `recovering` lifecycle on `worker_joined` and `recovery_complete`. +- Refreshes topology on key control-plane events (join/terminate/election). + +This hybrid model gives low-latency UI feedback while remaining eventually consistent with backend truth. + +## Workload UX Model + +`App.jsx` coordinates polling, command cooldown, and UI transitions to avoid flicker during start/stop race windows. + +The workload page exposes both configured ceilings and observed throughput-based estimates to separate theoretical from measured performance. diff --git a/_docs/system/components/nginx-routing.md b/_docs/system/components/nginx-routing.md new file mode 100644 index 0000000..a5c9a21 --- /dev/null +++ b/_docs/system/components/nginx-routing.md @@ -0,0 +1,44 @@ +# Nginx Routing and Reconcile + +## Routing Role + +Nginx is the only external data-plane endpoint. + +- `/write` -> `leader_upstream` (single target) +- `/read` -> `follower_upstream` (load balanced) +- `/api/stats` -> `stub_status` for autoscaling metrics + +## Config Delivery Model + +Current model is push-notify + pull-config: + +1. Orchestrator computes desired config and version hash from topology. +2. Orchestrator calls Nginx reconcile endpoint. +3. Reconcile sidecar fetches `/internal/nginx/config` from orchestrator. +4. Sidecar atomically writes config, persists version, reloads nginx. + +If current and desired versions match, reconcile is skipped. + +## Versioning + +Config version is a short SHA-256 digest over `{leader, sorted_followers}`. + +Benefits: + +- Idempotent updates. +- Easy drift detection. +- Reduced unnecessary reloads. + +## Upstream Failure Signaling + +Nginx routes failure/observe callbacks to orchestrator using internal locations: + +- `@upstream_failure` for direct upstream errors. +- `@report_upstream_outcome` for post-action reporting of non-success status outcomes. + +This provides a faster failure signal than waiting for ZooKeeper session timeout alone. + +## Tradeoffs + +- Reconcile sidecar avoids Docker-exec coupling but adds an extra moving part. +- Nginx remains stateless regarding cluster logic; orchestrator is the source of truth. diff --git a/_docs/system/components/orchestrator.md b/_docs/system/components/orchestrator.md new file mode 100644 index 0000000..252d8c8 --- /dev/null +++ b/_docs/system/components/orchestrator.md @@ -0,0 +1,57 @@ +# Orchestrator + +## Responsibilities + +The orchestrator is the control-plane coordinator. + +- Connect to ZooKeeper and watch worker membership changes. +- Run leader election when no leader exists. +- Maintain required follower target (spawn/trim workers). +- Keep Nginx upstream config aligned with live topology. +- Expose runtime scaling configuration APIs. +- Relay Kafka events over WebSocket for frontend consumption. +- Confirm upstream failures and trigger fast failover actions. + +## Core Modules + +- `orch.py`: FastAPI app, startup lifecycle, API surface, websocket relay. +- `zk_watcher.py`: `ChildrenWatch` callback logic (join/leave, election, recovery spawn, target reconcile). +- `scaling.py`: interval autoscaling loop using Nginx request counters. +- `failure_detection.py`: consumes upstream failure signals, probes worker health, removes dead workers quickly. +- `docker_utils.py`: worker spawn/kill and Nginx reconcile notifications. +- `state.py`: shared in-memory runtime state (targets, counters, scheduler config). + +## Leader Election Algorithm + +Executed from ZooKeeper child-change flow: + +1. If any worker znode already has `leader=true`, skip election. +2. For each candidate follower, read snapshot offset from `/t/snapshots/{cont_id}`. +3. Pick candidate with highest snapshot offset. +4. Tie-break with smallest `proc_id`. +5. Update selected worker znode with `leader=true`. + +Rationale: choose the most up-to-date replica first, then deterministic tie-break by age. + +## Scaling Model + +Autoscaler calculates observed RPS from Nginx `stub_status` delta over interval. + +`required_followers = ceil(current_rps / scaling_rps_per_worker)` + +Then it reconciles follower target by spawning or trimming followers. Worker count correction is also enforced in `ChildrenWatch` to recover from crashes between scheduler ticks. + +## Failure Feedback Path + +Nginx reports upstream outcomes to `/internal/upstream_signal` with two modes: + +- `kind=failure`: direct failure path for intercepted upstream errors. +- `kind=observe`: post-action report path for non-2xx upstream outcomes. + +Orchestrator performs short active health probes before acting, then deletes the worker znode and kills the container for faster topology convergence. + +## Tradeoffs + +- Shared mutable module state is simple but not ideal for multi-process orchestration. +- Docker socket control gives flexibility but couples runtime tightly to Docker. +- Fast znode deletion improves failover speed but assumes orchestrator authority for membership cleanup. diff --git a/_docs/system/components/workers.md b/_docs/system/components/workers.md new file mode 100644 index 0000000..dc06f01 --- /dev/null +++ b/_docs/system/components/workers.md @@ -0,0 +1,64 @@ +# Workers (Leader and Follower) + +## Worker Lifecycle + +`worker.py` is the entrypoint for every worker container. + +1. Gets its container ID and PID. +2. Registers ephemeral sequential znode `/t/worker*` with `{cont_id, proc_id, leader:false}`. +3. Starts `follower.py` subprocess by default. +4. Watches own znode; when `leader=true`, kills follower subprocess and starts `leader.py`. + +## Leader Responsibilities + +- Serve `/write` endpoint. +- Apply write op to local LevelDB. +- Publish write to RabbitMQ fanout (`sync`) for followers. +- Publish write to Kafka WAL (`dbaas-writes`). +- Emit telemetry and Prometheus metrics. +- Trigger snapshot flow every `SNAPSHOT_INTERVAL` writes. + +### Write Concurrency Model + +Leader uses striped locks (`NUM_STRIPES=64`) keyed by write key hash. + +- Same-key writes serialize. +- Different keys often proceed in parallel. +- Critical section includes both KV apply and replication publish. + +This preserves per-key ordering while allowing reasonable concurrency. + +## Follower Responsibilities + +- Serve `/read` endpoint (`get`, `prefix_scan`, `count_prefix`). +- Consume RabbitMQ sync stream for near-real-time replication. +- Track replica lag from message timestamps. +- Handle malformed/repeatedly failing sync messages with bounded retries + dead-letter queue. +- Recover on startup from snapshot + Kafka replay. + +## Snapshot and Recovery + +Leader snapshotter: + +- Captures latest Kafka offset. +- Writes full LevelDB snapshot and metadata to disk. +- Publishes snapshot signal to followers. +- Waits for follower acknowledgements, then performs WAL record deletion up to safe offset. + +Follower recovery: + +- Resolve leader from ZooKeeper. +- Choose local snapshot if fresh enough; otherwise fetch from leader. +- Replay Kafka delta from snapshot offset + 1. + +## Data Model and Storage + +- Local storage: LevelDB (`KVStore`). +- Op model: `put`, `delete`, `clear_all`. +- Snapshot format: JSON payload + metadata (`kafka_offset`, `partition`). + +## Tradeoffs + +- Full snapshots are simple and deterministic but expensive for large datasets. +- RabbitMQ + Kafka dual path reduces read staleness while retaining durable WAL. +- Single-partition WAL simplifies ordering at the cost of write scalability ceiling. diff --git a/_docs/system/components/workload-generator.md b/_docs/system/components/workload-generator.md new file mode 100644 index 0000000..c5a4bf0 --- /dev/null +++ b/_docs/system/components/workload-generator.md @@ -0,0 +1,36 @@ +# Workload Generator + +## Purpose + +`WorkloadGenerator` is an independent service that owns load-test lifecycle. + +- Start/stop jobs. +- Maintain workload config at runtime. +- Expose current stats/errors for frontend polling. +- Reset autoscaler baseline on stop. + +Keeping this separate prevents test concerns from polluting orchestrator internals. + +## Runtime Model + +- FastAPI app hosts APIs. +- Embedded Locust `Environment` and local runner execute users. +- Gevent pump is integrated with asyncio lifespan. +- A lock serializes runner state transitions (`start`/`stop`). + +## Config Knobs + +- `concurrent_users` +- `spawn_rate` +- `read_ratio` +- `key_space` +- `key_distribution` (`uniform`, `zipf`, `hotspot`) +- `max_rps_per_user` + +`workload.py` applies per-user pacing (`1 / max_rps_per_user`) to cap user request rates. + +## Why This Matters + +- Enables repeatable test runs with explicit parameter sets. +- Lets autoscaler target be tested live using realistic traffic distributions. +- Keeps orchestration APIs stable while experimentation happens in workload service. diff --git a/_docs/system/decisions/major-decisions.md b/_docs/system/decisions/major-decisions.md new file mode 100644 index 0000000..050c25f --- /dev/null +++ b/_docs/system/decisions/major-decisions.md @@ -0,0 +1,89 @@ +# Major Decisions and Tradeoffs + +## 1) Control Plane vs Data Plane Separation + +Decision: keep orchestrator out of read/write request path; use Nginx + workers for data plane. + +Why: + +- Reduces control-plane bottleneck risk. +- Allows control operations (election, scaling, topology) without proxying every request. + +Tradeoff: + +- Requires reliable routing updates and convergence handling. + +## 2) RabbitMQ for Fast Sync + Kafka for Durable WAL + +Decision: use two replication channels with different goals. + +Why: + +- RabbitMQ fanout gives low-latency follower updates. +- Kafka provides durable replay source and snapshot checkpoint anchor. + +Tradeoff: + +- More moving parts and more failure modes than a single bus. + +## 3) Snapshot-Offset-Based Leader Election + +Decision: elect follower with highest snapshot offset, then lowest PID. + +Why: + +- Minimizes staleness window after failover. +- Gives deterministic behavior under ties. + +Tradeoff: + +- Snapshot freshness is an approximation of true write recency between snapshot intervals. + +## 4) Runtime-Reconfigurable Autoscaling + +Decision: expose scaling interval and RPS-per-worker as APIs. + +Why: + +- Enables live tuning during experiments without redeploy. + +Tradeoff: + +- Misconfiguration risk; guardrails are minimal (basic lower bounds only). + +## 5) Nginx Reconcile Sidecar with Versioned Config + +Decision: orchestrator provides desired config; sidecar fetches and applies. + +Why: + +- Avoids direct file-copy/exec into Nginx container. +- Makes updates idempotent and observable via version hashes. + +Tradeoff: + +- Adds another service endpoint to monitor. + +## 6) Fast ZNode Deletion on Confirmed Failure + +Decision: orchestrator explicitly deletes failed worker znode instead of waiting only for session expiry. + +Why: + +- Faster `ChildrenWatch` trigger and faster failover convergence. + +Tradeoff: + +- Introduces orchestrator-mediated membership cleanup responsibility. + +## 7) Single-Partition WAL in Current Iteration + +Decision: keep Kafka WAL single-partition for strict ordering simplicity. + +Why: + +- Makes replay, snapshot offset tracking, and write ordering straightforward. + +Tradeoff: + +- Limits horizontal write throughput scaling. diff --git a/_docs/system/processes/architecture-and-layout.md b/_docs/system/processes/architecture-and-layout.md new file mode 100644 index 0000000..0562831 --- /dev/null +++ b/_docs/system/processes/architecture-and-layout.md @@ -0,0 +1,32 @@ +# Architecture and Folder Layout + +## High-Level Architecture + +The system separates concerns into four planes: + +1. **Control plane**: orchestrator (`Orchestrator/orch`) manages worker lifecycle, leader election, scaling targets, and emits topology events. +2. **Data plane**: Nginx routes `/write` to leader and `/read` to follower pool. +3. **Storage/replication plane**: workers (`Orchestrator/worker`) use LevelDB locally, Kafka as WAL, RabbitMQ fanout for fast sync, and snapshots for bounded recovery. +4. **Operations plane**: workload generator and frontend for testing, visibility, and runtime tuning. + +## Important Folders + +- `Orchestrator/orch/`: control-plane service and topology logic. +- `Orchestrator/worker/`: worker entrypoint, leader/follower runtimes, snapshot/recovery code, KV store. +- `Orchestrator/nginx/`: Nginx image and reconcile sidecar process. +- `WorkloadGenerator/`: FastAPI wrapper around embedded Locust environment. +- `frontend/`: operator UI (topology, events, metrics, workload controls). + +## Key Runtime Contracts + +- Worker registration in ZooKeeper under `/t/worker*` (ephemeral sequential nodes). +- Snapshot metadata in ZooKeeper under `/t/snapshots/*`. +- Event stream topic: `dbaas.events`. +- WAL topic: `dbaas-writes` (single partition in current design). +- Nginx fetches desired config from orchestrator and applies via reconcile endpoint. + +## Why This Layout + +- Modules map to operational ownership boundaries (control vs data path). +- Orchestrator can evolve independently of worker read/write implementation. +- Workload and frontend are externalized so production control-plane behavior is observable under load without embedding test logic into core services. diff --git a/_docs/system/processes/data-path-and-recovery.md b/_docs/system/processes/data-path-and-recovery.md new file mode 100644 index 0000000..84538bf --- /dev/null +++ b/_docs/system/processes/data-path-and-recovery.md @@ -0,0 +1,40 @@ +# Data Path and Recovery + +## Write Path + +1. Client sends `POST /write` to Nginx. +2. Nginx forwards to current leader. +3. Leader validates op, applies to local LevelDB. +4. Leader publishes sync message to RabbitMQ fanout. +5. Leader writes op to Kafka WAL and records committed offset. +6. Leader updates telemetry/metrics and may trigger snapshot cadence. + +Properties: + +- Per-key serialization via striped lock. +- Fast follower propagation via RabbitMQ. +- Durability and replay source via Kafka. + +## Read Path + +1. Client sends `GET /read` to Nginx. +2. Nginx load balances across followers. +3. Follower executes LevelDB read op and returns result. +4. Follower includes replica lag header (`X-Replica-Lag`). + +## Snapshot Process + +- Leader periodically snapshots full KV state to disk. +- Snapshot metadata includes Kafka offset. +- Followers fetch and persist snapshot on signal. +- Followers acknowledge confirmed offset back to leader. +- Leader performs Kafka record deletion up to safe confirmed boundary. + +## Follower Startup Recovery + +1. Resolve leader from ZooKeeper. +2. Read latest snapshot offset from ZooKeeper. +3. Prefer local snapshot when not stale; otherwise fetch latest from leader. +4. Replay Kafka delta from snapshot offset + 1. + +This avoids replaying full history on every restart. diff --git a/_docs/system/processes/scaling-and-failover.md b/_docs/system/processes/scaling-and-failover.md new file mode 100644 index 0000000..923e672 --- /dev/null +++ b/_docs/system/processes/scaling-and-failover.md @@ -0,0 +1,41 @@ +# Scaling and Failover + +## Autoscaling Loop + +Periodic job (`scaling.py`) performs: + +1. Read Nginx cumulative request counter. +2. Compute request delta vs previous sample. +3. Derive current RPS over configured interval. +4. Compute required followers via target-RPS formula. +5. Reconcile by spawning or trimming followers. + +Follower target floor is kept at 1. + +## Crash/Drop Recovery + +ZooKeeper `ChildrenWatch` in `zk_watcher.py` is the second control loop. + +When worker set changes: + +- Recompute leader/follower counts. +- Emit join/terminate events. +- Elect leader if missing. +- Ensure required total workers (`req_followers + 1`) including pending spawns. +- Reconcile Nginx upstream config. + +This means scheduler-based scaling and event-driven recovery both contribute to stability. + +## Fast Failure Confirmation + +Nginx callbacks trigger orchestrator probing logic (`failure_detection.py`): + +- Probe candidate worker health quickly. +- Apply cooldown/inflight guards to avoid duplicate action storms. +- On confirmed failure: emit event, delete znode, kill container. + +Without this path, failure visibility would rely mostly on ZooKeeper session timeout. + +## Operational Tradeoff + +Two asynchronous loops (scheduled autoscaling + event-driven watcher) improve responsiveness but require careful shared state (`pending_spawns`, follower target) to avoid over/under-shoot during churn. From 69108f8ce06bf8dcad2e9cf52ea4beec3026d567 Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sat, 4 Apr 2026 19:25:35 -0700 Subject: [PATCH 2/6] docs: update system architecture, data path, recovery, and orchestrator documentation --- _docs/system/README.md | 89 +++++++++++++----- _docs/system/components/frontend-console.md | 42 ++++----- _docs/system/components/nginx-routing.md | 52 +++++----- _docs/system/components/orchestrator.md | 81 +++++++++------- _docs/system/components/workers.md | 82 ++++++++-------- _docs/system/components/workload-generator.md | 42 ++++----- _docs/system/decisions/major-decisions.md | 88 +++++++---------- .../processes/architecture-and-layout.md | 87 +++++++++++------ .../processes/data-path-and-recovery.md | 94 ++++++++++++++----- .../system/processes/scaling-and-failover.md | 66 ++++++++----- 10 files changed, 415 insertions(+), 308 deletions(-) diff --git a/_docs/system/README.md b/_docs/system/README.md index aab7719..fffc8e6 100644 --- a/_docs/system/README.md +++ b/_docs/system/README.md @@ -1,19 +1,69 @@ -# Distributed DBaaS System Docs +# Distributed DBaaS — System Documentation -## Overview +A distributed key-value store built to exercise real control-plane concerns: leader election, follower replication, autoscaling, and failure recovery — all observable in real time through an operator console. -This project is a distributed key-value DBaaS with clear control-plane/data-plane separation. +**Stack:** Python (FastAPI, LevelDB, Kafka-python, Kazoo, Pika, Locust), React, ZooKeeper, Kafka, RabbitMQ, Nginx, Docker, Prometheus, OpenTelemetry -- Writes are served by a single elected **leader**. -- Reads are served by **followers** behind Nginx load balancing. -- Worker membership and leader state are coordinated in **ZooKeeper**. -- The write-ahead log (WAL) is persisted in **Kafka**. -- Fast replica propagation is done through **RabbitMQ fanout**. -- The **orchestrator** handles topology, failover, scaling targets, and routing updates. -- A dedicated **workload-generator** runs Locust-based load tests. -- A **frontend console** gives live topology, events, autoscaling controls, and workload controls. +--- -This docs set focuses on the important components, algorithms, operational processes, and design tradeoffs. +## Architecture + +``` +┌─────────────────────────────────────────────────────────────────────────────┐ +│ FRONTEND (React / Vite) │ +│ - Observability tab: topology graph, metrics, scaling config, event log │ +│ - Workload tab: workload config, live KPIs, time-series chart │ +└──────────────────────┬──────────────────────────────────────┬───────────────┘ + │ HTTP / WS │ HTTP + ▼ ▼ +┌────────────────────────────────────┐ ┌───────────────────────────────────┐ +│ ORCHESTRATOR (FastAPI) │ │ WORKLOAD GENERATOR (FastAPI) │ +│ - ZooKeeper children watch │ │ - Locust Environment + Runner │ +│ - leader election │ │ - /api/jobs start / stop / stats │ +│ - RPS-based autoscaling │ │ - runtime workload config │ +│ - Nginx config source of truth │ │ - resets autoscaler on stop │ +│ - upstream failure handling │ └──────────────────┬────────────────┘ +│ - Prometheus HTTP SD │ │ +└──────────────────────┬─────────────┘ │ HTTP traffic + │ POST /internal/reconcile ▼ + │ (on topology change) ┌────────────────────────────┐ + ▼ │ target: nginx:80 │ +┌─────────────────────────────────────────────────────────────────────────────┐ +│ NGINX (data-plane router) port 80 │ +│ /write → leader_upstream │ +│ /read → follower_upstream (round-robin across followers, retry on fail) │ +│ /api/stats → stub_status (used by orchestrator for autoscaling) │ +│ │ +│ RECONCILE SIDECAR (reconcile.py) port 8081 │ +│ --bootstrap: pulls config from orchestrator on container start │ +│ --serve: handles POST /internal/reconcile → fetch + write + reload │ +└──────────────┬──────────────────────────────────────────────┬───────────────┘ + │ writes │ reads (round-robin) + ▼ ▼ +┌──────────────────────────────┐ ┌────────────────────────────────────┐ +│ LEADER WORKER │ │ FOLLOWER WORKER(S) │ +│ - LevelDB writes │ │ - LevelDB reads │ +│ - RabbitMQ fanout publish │─────────▶│ - RabbitMQ sync consumer │ +│ - Kafka WAL publish │ │ - snapshot recovery │ +│ - snapshot producer │ └────────────────────────────────────┘ +└──────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────────────────┐ +│ KAFKA + RABBITMQ + ZOOKEEPER │ +│ - Kafka: durable write-ahead log (dbaas-writes WAL, dbaas.events stream) │ +│ - RabbitMQ: replication fanout to followers (sync exchange) │ +│ - ZooKeeper: worker membership, leader role, snapshot offsets │ +└─────────────────────────────────────────────────────────────────────────────┘ +``` + +--- + +## How It Works in One Paragraph + +Writes go through Nginx to a single elected leader. The leader applies the op to LevelDB, publishes it to a RabbitMQ fanout exchange for fast follower sync, then commits it to Kafka as a durable WAL. Reads are load-balanced across followers, which serve stale-but-fast reads from their local LevelDB copy. ZooKeeper holds ephemeral worker registrations — the orchestrator watches those for membership changes, runs election when a leader is missing, and reconciles Nginx upstream config on every topology change. The autoscaler runs on a separate interval loop, deriving RPS from Nginx's `stub_status` counter delta and spawning/trimming followers to match a target RPS-per-worker. When Nginx detects an upstream failure it calls back to the orchestrator, which probes the worker and — if confirmed dead — deletes its ZK znode immediately rather than waiting for session expiry. + +--- ## Reading Order @@ -23,17 +73,12 @@ This docs set focuses on the important components, algorithms, operational proce 4. [Nginx Routing & Reconcile](./components/nginx-routing.md) 5. [Workload Generator](./components/workload-generator.md) 6. [Frontend Console](./components/frontend-console.md) -7. [Write/Read + Snapshot Process](./processes/data-path-and-recovery.md) -8. [Scaling & Failure Process](./processes/scaling-and-failover.md) +7. [Write/Read + Snapshot/Recovery](./processes/data-path-and-recovery.md) +8. [Scaling & Failover](./processes/scaling-and-failover.md) 9. [Major Decisions & Tradeoffs](./decisions/major-decisions.md) -## System Scope - -In the current implementation, scale is intentionally moderate and single-cluster: +--- -- One Kafka broker, one WAL topic partition (`dbaas-writes`, partition 0). -- One active leader at a time. -- Dynamic follower count controlled by autoscaler. -- Frontend workload controls currently cap concurrent users to UI bounds. +## Scope -This keeps operations simple while exercising realistic control-plane behavior (election, failover, routing reconciliation, and autoscaling). +Single-cluster, single Kafka partition (`dbaas-writes`, partition 0). One leader at a time. Follower count is dynamic, controlled by the autoscaler. This keeps the operational surface small while exercising the interesting control-plane behavior — election, failover, routing reconciliation, autoscaling — without the noise of multi-cluster coordination. diff --git a/_docs/system/components/frontend-console.md b/_docs/system/components/frontend-console.md index cbf9ad2..a3ff860 100644 --- a/_docs/system/components/frontend-console.md +++ b/_docs/system/components/frontend-console.md @@ -1,35 +1,35 @@ # Frontend Console -## Purpose +The frontend is an operator console — it's meant to let you watch the system respond to load and failures, not just display static state. -The frontend is an operator console, not just a dashboard. +## What It Shows -Main capabilities: - -- Live topology graph (leader/followers + status). -- Event stream view from orchestrator websocket. -- Autoscaling config controls. -- Node-level crash action by worker ID. -- Workload control and KPI visualization. +- **Topology graph** — live leader/follower nodes with role and status (healthy / crashing / recovering) +- **Event stream** — real-time feed from the orchestrator WebSocket (`/stream`), showing elections, joins, terminations, snapshot events, telemetry +- **Scaling config** — live controls for `scaling_interval_seconds` and `scaling_rps_per_worker`, applied without redeploy +- **Workload controls** — start/stop load tests with configurable user count, RPS cap, key distribution, read ratio +- **Metrics** — observed throughput and latency from the workload generator ## Data Sources -- WebSocket `/stream` for event feed (`useWebSocket`). -- HTTP `/list_workers` for topology snapshots (`useTopology`). -- Workload generator APIs for job state and metrics. +- `useWebSocket` — persistent WebSocket to `/stream`; reconnects automatically on disconnect +- `useTopology` — HTTP polling of `/list_workers` for authoritative topology snapshots +- Workload generator APIs — polled for job state and live stats + +## Topology State: Hybrid Event + Poll -## Topology State Logic +`useTopology` merges two signals. HTTP polling gives authoritative ground truth but is slow. WebSocket events are fast but don't include full topology state. -`useTopology` combines server snapshots and events: +The hook handles specific events to update UI state immediately without waiting for the next poll: -- Marks nodes as `crashing` immediately on `worker_crashing` events. -- Tracks `recovering` lifecycle on `worker_joined` and `recovery_complete`. -- Refreshes topology on key control-plane events (join/terminate/election). +- `worker_crashing` → node is immediately marked `crashing` in the local ref (`crashingIds`) +- `worker_joined` → node is marked `recovering` +- `recovery_complete` → `recovering` status cleared -This hybrid model gives low-latency UI feedback while remaining eventually consistent with backend truth. +Events like `leader_elected`, `follower_spawned`, `worker_terminated` trigger a topology refresh (new HTTP fetch) to get the updated node list. This way the graph responds in near-real-time to control-plane events while staying consistent with backend state on every refresh. -## Workload UX Model +The `normalizeWorkerIdentity` helper in `useTopology.js` handles the fact that different event types use different field names for the same concept (`id`, `name`, `container_id`, `cont_id`) — this was a pragmatic fix to avoid coupling the frontend to a single event schema. -`App.jsx` coordinates polling, command cooldown, and UI transitions to avoid flicker during start/stop race windows. +## Crash Button -The workload page exposes both configured ceilings and observed throughput-based estimates to separate theoretical from measured performance. +The console exposes a per-node crash action (`POST /api/v1/crash/worker/{cont_id}`) that kills a specific container via the orchestrator. This is useful for manually triggering failover and watching the election + routing convergence play out in the event stream. diff --git a/_docs/system/components/nginx-routing.md b/_docs/system/components/nginx-routing.md index a5c9a21..162387e 100644 --- a/_docs/system/components/nginx-routing.md +++ b/_docs/system/components/nginx-routing.md @@ -1,44 +1,44 @@ # Nginx Routing and Reconcile -## Routing Role +Nginx is the only externally visible endpoint. All client traffic enters here. -Nginx is the only external data-plane endpoint. +## Route Map -- `/write` -> `leader_upstream` (single target) -- `/read` -> `follower_upstream` (load balanced) -- `/api/stats` -> `stub_status` for autoscaling metrics +``` +/write → leader_upstream (single server, proxy_intercept_errors on) +/read → follower_upstream (round-robin, proxy_next_upstream with 3 retries, 2s timeout) +/health → 200 ok +/api/stats → stub_status (used by autoscaler for cumulative request count) +``` -## Config Delivery Model +`/read` uses `proxy_next_upstream` with a 250ms connect timeout and 2s read timeout. On failure, Nginx retries up to 3 times across the follower pool before giving up. -Current model is push-notify + pull-config: +## Config Versioning -1. Orchestrator computes desired config and version hash from topology. -2. Orchestrator calls Nginx reconcile endpoint. -3. Reconcile sidecar fetches `/internal/nginx/config` from orchestrator. -4. Sidecar atomically writes config, persists version, reloads nginx. +`nginx_config.py` computes a 12-character version string (SHA-256 hex digest) over `{"leader": addr, "followers": sorted(addrs)}`. This version is embedded as the first line of the config file (`# proxy_config_version: `) and sent as the `X-Proxy-Config-Version` response header. -If current and desired versions match, reconcile is skipped. +The reconcile sidecar compares the desired version against a persisted version file (`/var/run/nginx-proxy-config.version`). If they match, the reconcile is a no-op. This makes topology updates idempotent — if the orchestrator calls reconcile twice with the same topology, Nginx is not reloaded the second time. -## Versioning +## Reconcile Sidecar (`reconcile.py`) -Config version is a short SHA-256 digest over `{leader, sorted_followers}`. +The sidecar runs as a separate process inside the Nginx container. It has two modes: -Benefits: +- `--bootstrap`: called at container startup; fetches config from orchestrator and writes it to disk before Nginx starts, without sending a reload signal +- `--serve`: starts a `ThreadingHTTPServer` on port 8081, listening for `POST /internal/reconcile` -- Idempotent updates. -- Easy drift detection. -- Reduced unnecessary reloads. +When the orchestrator calls `POST /internal/reconcile`, the sidecar: +1. Fetches the desired config from `GET /internal/nginx/config` on the orchestrator +2. Compares version against the persisted version file +3. If different: atomic file write (temp file → `os.rename`), persist new version, `nginx -s reload` -## Upstream Failure Signaling +Atomic write prevents Nginx from ever seeing a partial config. -Nginx routes failure/observe callbacks to orchestrator using internal locations: +## Upstream Failure Signaling -- `@upstream_failure` for direct upstream errors. -- `@report_upstream_outcome` for post-action reporting of non-success status outcomes. +Nginx has two internal locations that call back to the orchestrator: -This provides a faster failure signal than waiting for ZooKeeper session timeout alone. +**`@upstream_failure`** — fires on 502/503/504 from `/write` or `/read`. The orchestrator gets `kind=failure`, resolves the upstream host to a container ID via ZooKeeper, and starts a health probe. -## Tradeoffs +**`@report_upstream_outcome`** — fires via `post_action` on `/read` for any non-2xx outcome (controlled by the `$report_upstream_outcome` map variable). The orchestrator gets `kind=observe` and probes all failing upstream addresses in the response. -- Reconcile sidecar avoids Docker-exec coupling but adds an extra moving part. -- Nginx remains stateless regarding cluster logic; orchestrator is the source of truth. +This gives the orchestrator a faster failure signal than ZooKeeper session expiry, which can take 30+ seconds. diff --git a/_docs/system/components/orchestrator.md b/_docs/system/components/orchestrator.md index 252d8c8..4aea724 100644 --- a/_docs/system/components/orchestrator.md +++ b/_docs/system/components/orchestrator.md @@ -1,57 +1,66 @@ # Orchestrator -## Responsibilities +The orchestrator is the control plane. It does not touch the read/write request path — its job is membership, election, scaling, and routing. -The orchestrator is the control-plane coordinator. +## Modules -- Connect to ZooKeeper and watch worker membership changes. -- Run leader election when no leader exists. -- Maintain required follower target (spawn/trim workers). -- Keep Nginx upstream config aligned with live topology. -- Expose runtime scaling configuration APIs. -- Relay Kafka events over WebSocket for frontend consumption. -- Confirm upstream failures and trigger fast failover actions. +| File | What it does | +|------|-------------| +| `orch.py` | FastAPI app, startup lifespan, API surface, Kafka→WebSocket relay | +| `zk_watcher.py` | `ChildrenWatch` callback — join/leave events, election, recovery spawn, target trim | +| `scaling.py` | Interval autoscaler — Nginx RPS delta → follower target | +| `failure_detection.py` | Nginx failure callbacks → health probe → znode delete + container kill | +| `docker_utils.py` | Worker spawn/kill via Docker SDK, Nginx reconcile trigger | +| `nginx_config.py` | Nginx config template renderer + config version hash | +| `state.py` | Shared in-process state: ZK client, scheduler, follower target, pending spawn count | -## Core Modules +## Leader Election -- `orch.py`: FastAPI app, startup lifecycle, API surface, websocket relay. -- `zk_watcher.py`: `ChildrenWatch` callback logic (join/leave, election, recovery spawn, target reconcile). -- `scaling.py`: interval autoscaling loop using Nginx request counters. -- `failure_detection.py`: consumes upstream failure signals, probes worker health, removes dead workers quickly. -- `docker_utils.py`: worker spawn/kill and Nginx reconcile notifications. -- `state.py`: shared in-memory runtime state (targets, counters, scheduler config). +Triggered from `watch_workers` when no worker znode has `leader: true`. -## Leader Election Algorithm +``` +for each candidate worker: + read snapshot offset from /t/snapshots/{cont_id} + track best by: highest offset, then lowest proc_id as tie-break -Executed from ZooKeeper child-change flow: +set best_candidate["leader"] = True +zk.set("/t/" + best_name, updated_bytes) +``` -1. If any worker znode already has `leader=true`, skip election. -2. For each candidate follower, read snapshot offset from `/t/snapshots/{cont_id}`. -3. Pick candidate with highest snapshot offset. -4. Tie-break with smallest `proc_id`. -5. Update selected worker znode with `leader=true`. +The goal is to pick the replica least likely to be missing recent writes. `proc_id` tie-break is deterministic — oldest surviving worker wins ties. Election duration is measured and emitted as `leader_elected` with `duration_ms`. -Rationale: choose the most up-to-date replica first, then deterministic tie-break by age. +## Autoscaler -## Scaling Model +`auto_scale()` runs on a configurable interval (default controlled by `SCALING_INTERVAL_SECONDS`). -Autoscaler calculates observed RPS from Nginx `stub_status` delta over interval. +``` +delta = nginx_cumulative_requests - prev_sample +current_rps = delta / interval_seconds +required_followers = ceil(current_rps / rps_per_worker) # min 1 +``` -`required_followers = ceil(current_rps / scaling_rps_per_worker)` +It calls `_set_follower_target()`, which compares against live ZK follower count and spawns or trims accordingly. Trims remove the highest-`proc_id` followers first (newest workers go first). Both `scaling_interval_seconds` and `scaling_rps_per_worker` are adjustable at runtime via `POST /api/v1/config/scaling` without a redeploy — the scheduler job is rescheduled in-place. -Then it reconciles follower target by spawning or trimming followers. Worker count correction is also enforced in `ChildrenWatch` to recover from crashes between scheduler ticks. +Nginx's cumulative counter resets on reload. `return_count()` handles this by treating a negative delta as `current_requests` (the new baseline after reset). -## Failure Feedback Path +## Failure Detection -Nginx reports upstream outcomes to `/internal/upstream_signal` with two modes: +Nginx calls `/internal/upstream_signal` with `kind=failure` (immediate upstream error) or `kind=observe` (post-action non-2xx report). Both paths feed `_probe_and_handle_failure()`. -- `kind=failure`: direct failure path for intercepted upstream errors. -- `kind=observe`: post-action report path for non-2xx upstream outcomes. +The probe logic: +- Per-worker cooldown of 1.5 seconds (`FAILURE_PROBE_COOLDOWN_SEC`) +- Per-worker inflight set — only one probe per worker at a time +- Two `GET /health` attempts, 0.75s timeout each, with 150ms between +- On confirmed failure: emit `worker_failure_confirmed`, delete ZK znode, kill container -Orchestrator performs short active health probes before acting, then deletes the worker znode and kills the container for faster topology convergence. +Deleting the znode immediately triggers `ChildrenWatch`, which kicks off election and Nginx reconcile without waiting for ZooKeeper session expiry (typically 30–40s). + +## Kafka → WebSocket Relay + +A background thread in `orch.py` consumes `dbaas.events` and fans out each message to all connected WebSocket clients via `asyncio.run_coroutine_threadsafe`. The orchestrator is the single aggregation point — workers and the workload generator both publish to `dbaas.events`; the frontend only needs one WebSocket connection. ## Tradeoffs -- Shared mutable module state is simple but not ideal for multi-process orchestration. -- Docker socket control gives flexibility but couples runtime tightly to Docker. -- Fast znode deletion improves failover speed but assumes orchestrator authority for membership cleanup. +- Module-level shared state in `state.py` is straightforward but would need rethinking for multi-process or multi-instance deployments. +- Docker socket control is flexible but couples the orchestrator tightly to Docker. A Kubernetes deployment would swap `docker_utils.py` for a k8s client. +- Fast znode deletion speeds up failover but means the orchestrator, not ZooKeeper session expiry, is authoritative for membership cleanup. That's a deliberate choice — ZK session timeout is too slow for a good user experience. diff --git a/_docs/system/components/workers.md b/_docs/system/components/workers.md index dc06f01..eeea8b1 100644 --- a/_docs/system/components/workers.md +++ b/_docs/system/components/workers.md @@ -1,64 +1,58 @@ -# Workers (Leader and Follower) +# Workers -## Worker Lifecycle +Every worker container runs `worker.py`, which registers a ZooKeeper znode and starts follower.py as a subprocess. If the orchestrator sets `leader: true` on that znode, `worker.py`'s `DataWatch` callback kills the follower process and starts `leader.py` in its place. The leader process runs until the container is killed; there's no in-process demotion path. -`worker.py` is the entrypoint for every worker container. +## Leader -1. Gets its container ID and PID. -2. Registers ephemeral sequential znode `/t/worker*` with `{cont_id, proc_id, leader:false}`. -3. Starts `follower.py` subprocess by default. -4. Watches own znode; when `leader=true`, kills follower subprocess and starts `leader.py`. +`leader.py` is a FastAPI app serving `/write`. -## Leader Responsibilities +**Write path** (inside a single stripe lock): +1. Apply op to local LevelDB (`kv.apply_op(op)`) +2. Publish sync message to RabbitMQ `sync` fanout (persistent delivery, `delivery_mode=2`) +3. Publish op to Kafka `dbaas-writes` with `acks='all'`; record the returned offset +4. Return `{"status": "ok"}` -- Serve `/write` endpoint. -- Apply write op to local LevelDB. -- Publish write to RabbitMQ fanout (`sync`) for followers. -- Publish write to Kafka WAL (`dbaas-writes`). -- Emit telemetry and Prometheus metrics. -- Trigger snapshot flow every `SNAPSHOT_INTERVAL` writes. +Steps 2 and 3 happen inside the stripe lock, so apply + both publishes are atomic per-key. The RabbitMQ channel uses publisher confirms (`confirm_delivery()`). -### Write Concurrency Model +**Striped locks:** 64 stripes, keyed by `hash(key) % 64`. Same-key writes serialize; different keys that fall on different stripes run in parallel. `clear_all` has no key — it hashes to a fixed stripe, serializing it against itself and any key that maps to the same stripe. This is a simple way to get per-key ordering without a global write lock. -Leader uses striped locks (`NUM_STRIPES=64`) keyed by write key hash. +**RabbitMQ connection:** `pika.BlockingConnection` is not thread-safe, so `_pika_lock` serializes all publishes (both the write threadpool and the snapshot background thread share the same connection). -- Same-key writes serialize. -- Different keys often proceed in parallel. -- Critical section includes both KV apply and replication publish. +**Snapshot trigger:** every `SNAPSHOT_INTERVAL` writes (default 2000), `_snapshotter.trigger()` fires. The trigger is non-blocking — it starts a daemon thread if one isn't already running, otherwise drops the request. -This preserves per-key ordering while allowing reasonable concurrency. +**Telemetry:** a background thread aggregates write count, average latency, and max Kafka offset every 5 seconds and emits a `telemetry_snapshot` event to `dbaas.events`. Prometheus metrics (`dbaas_writes_total`, `dbaas_write_latency_ms`, `dbaas_kafka_offset`) are exposed via `prometheus-fastapi-instrumentator`. -## Follower Responsibilities +## Follower -- Serve `/read` endpoint (`get`, `prefix_scan`, `count_prefix`). -- Consume RabbitMQ sync stream for near-real-time replication. -- Track replica lag from message timestamps. -- Handle malformed/repeatedly failing sync messages with bounded retries + dead-letter queue. -- Recover on startup from snapshot + Kafka replay. +`follower.py` is a FastAPI app serving `/read`. On startup it runs recovery, then starts the RabbitMQ sync consumer in a daemon thread. -## Snapshot and Recovery +**Read ops:** `get`, `prefix_scan`, `count_prefix` — all served from local LevelDB. Response includes `X-Replica-Lag` header (milliseconds since the leader published the last sync message). Lag is measured from the `ts` field embedded in each sync message. -Leader snapshotter: +**Sync consumer:** exclusive, auto-delete queue bound to the `sync` fanout exchange. `prefetch_count=50`. On snapshot signal (`SYNC_MSG_SNAPSHOT`), spawns a background thread to fetch + store the snapshot without blocking message consumption. -- Captures latest Kafka offset. -- Writes full LevelDB snapshot and metadata to disk. -- Publishes snapshot signal to followers. -- Waits for follower acknowledgements, then performs WAL record deletion up to safe offset. +**Dead-letter handling:** message failures are tracked by SHA1 of the message body. After `MAX_SYNC_RETRIES` (default 3) failed attempts, the message is nacked, published to a per-follower dead-letter queue (`sync.dead.{follower_id}`), and a `sync_message_dead_lettered` event is emitted. This prevents a single bad message from stalling replication indefinitely. -Follower recovery: +## Snapshot Protocol -- Resolve leader from ZooKeeper. -- Choose local snapshot if fresh enough; otherwise fetch from leader. -- Replay Kafka delta from snapshot offset + 1. +**Leader side (`LeaderSnapshotter`):** +1. Fetch current end offset from Kafka (`end_offsets - 1`) +2. Write full LevelDB snapshot to disk (`latest`) + metadata (`latest.meta`: `kafka_offset`, `kafka_partition`, `ts`) +3. Set `/t/snapshots/latest_offset` in ZooKeeper +4. Publish `SYNC_MSG_SNAPSHOT` to RabbitMQ fanout so all followers get notified +5. Wait up to 30 seconds for all live followers to POST `/snapshot/ack` with their confirmed offset +6. GC: call Kafka `delete_records` up to the minimum confirmed offset across all acks (or snapshot offset if no followers acked in time) -## Data Model and Storage +**Follower side (startup recovery in `follower_snapshot.py`):** +1. Resolve leader address from ZooKeeper +2. Read `/t/snapshots/latest_offset` from ZooKeeper +3. If local snapshot metadata has `kafka_offset >= zk_offset`: restore from local disk +4. Otherwise: `GET /snapshot/latest.meta` then `GET /snapshot/latest` from leader +5. Replay Kafka from `snapshot_offset + 1` to current end offset -- Local storage: LevelDB (`KVStore`). -- Op model: `put`, `delete`, `clear_all`. -- Snapshot format: JSON payload + metadata (`kafka_offset`, `partition`). +This means a freshly started follower can recover from a local snapshot if it's recent enough, skipping the leader fetch entirely. -## Tradeoffs +**Follower background snapshot fetch (`fetch_and_store`):** triggered by the `SYNC_MSG_SNAPSHOT` signal on the RabbitMQ sync stream. Fetches the snapshot, persists it locally, updates ZooKeeper, and POSTs an ack to the leader. -- Full snapshots are simple and deterministic but expensive for large datasets. -- RabbitMQ + Kafka dual path reduces read staleness while retaining durable WAL. -- Single-partition WAL simplifies ordering at the cost of write scalability ceiling. +## Storage + +LevelDB via `kv_store.py`. Op model: `put`, `delete`, `clear_all`. Snapshot format is a JSON dict of all KV pairs; restore is a full replace. Full snapshots are simple and correct, but expensive for large datasets — acceptable for the current scale, and a known limitation for larger ones. diff --git a/_docs/system/components/workload-generator.md b/_docs/system/components/workload-generator.md index c5a4bf0..dd8bc63 100644 --- a/_docs/system/components/workload-generator.md +++ b/_docs/system/components/workload-generator.md @@ -1,36 +1,28 @@ # Workload Generator -## Purpose +`WorkloadGenerator/` is a self-contained FastAPI service that wraps an embedded Locust environment. It exists so load-test concerns stay entirely out of the orchestrator. -`WorkloadGenerator` is an independent service that owns load-test lifecycle. - -- Start/stop jobs. -- Maintain workload config at runtime. -- Expose current stats/errors for frontend polling. -- Reset autoscaler baseline on stop. +## Runtime Model -Keeping this separate prevents test concerns from polluting orchestrator internals. +Locust's `LocalRunner` runs inside the same process as the FastAPI app. Locust uses gevent; FastAPI/uvicorn uses asyncio. A `_pump_gevent` coroutine runs continuously during the lifespan, calling `gevent.sleep(0.05)` + `asyncio.sleep(0.05)` to keep both event loops ticking. A `threading.Lock` serializes `start`/`stop` transitions to prevent state corruption if requests arrive concurrently. -## Runtime Model +## Workload Parameters -- FastAPI app hosts APIs. -- Embedded Locust `Environment` and local runner execute users. -- Gevent pump is integrated with asyncio lifespan. -- A lock serializes runner state transitions (`start`/`stop`). +| Parameter | Default | Notes | +|-----------|---------|-------| +| `concurrent_users` | 10 | Locust user count | +| `spawn_rate` | 5.0 | Users spawned per second | +| `read_ratio` | 80 | Percentage of ops that are reads (0–100) | +| `key_space` | 1000 | Number of distinct keys | +| `key_distribution` | `uniform` | `uniform`, `zipf`, or `hotspot` | +| `max_rps_per_user` | 5 | Per-user request cap; implemented as `wait_time = 1/max_rps_per_user` | -## Config Knobs +`key_distribution` lets you test different access patterns against the autoscaler and replica lag behavior. `zipf` creates hot keys; `hotspot` concentrates writes on a small key subset. -- `concurrent_users` -- `spawn_rate` -- `read_ratio` -- `key_space` -- `key_distribution` (`uniform`, `zipf`, `hotspot`) -- `max_rps_per_user` +## Stop Behavior -`workload.py` applies per-user pacing (`1 / max_rps_per_user`) to cap user request rates. +On `POST /api/jobs/stop`, the workload generator stops the Locust runner and immediately calls `POST /api/autoscale/reset` on the orchestrator. This resets the autoscaler's request counter baseline so the RPS delta from the load test doesn't carry over into the next scaling interval and cause unnecessary follower trimming. -## Why This Matters +## Stats -- Enables repeatable test runs with explicit parameter sets. -- Lets autoscaler target be tested live using realistic traffic distributions. -- Keeps orchestration APIs stable while experimentation happens in workload service. +`GET /api/jobs/stats` returns per-endpoint Locust stats including `current_rps`, `avg_response_time`, `p95_response_time`, `p99_response_time`, and error counts. The frontend polls this to show live throughput and latency. diff --git a/_docs/system/decisions/major-decisions.md b/_docs/system/decisions/major-decisions.md index 050c25f..8aa83ef 100644 --- a/_docs/system/decisions/major-decisions.md +++ b/_docs/system/decisions/major-decisions.md @@ -1,89 +1,71 @@ # Major Decisions and Tradeoffs -## 1) Control Plane vs Data Plane Separation +These are the non-obvious choices in the design. Each has a clear reason and a known cost. -Decision: keep orchestrator out of read/write request path; use Nginx + workers for data plane. +--- -Why: +## 1. Control plane out of the request path -- Reduces control-plane bottleneck risk. -- Allows control operations (election, scaling, topology) without proxying every request. +The orchestrator never proxies reads or writes. It manages topology — ZooKeeper membership, Nginx config, worker lifecycle — and nothing else. Nginx talks directly to workers. -Tradeoff: +The alternative (orchestrator as a smart proxy) would simplify topology discovery but puts the control plane in the latency-critical path. Every orchestrator restart or deployment would interrupt traffic. Keeping them separate means topology operations are independent of data operations. -- Requires reliable routing updates and convergence handling. +Cost: the routing layer (Nginx) has to stay in sync with what the orchestrator knows. That synchronization is the reconcile protocol — a source of bugs if it drifts. -## 2) RabbitMQ for Fast Sync + Kafka for Durable WAL +--- -Decision: use two replication channels with different goals. +## 2. RabbitMQ for fast sync + Kafka for durable WAL -Why: +Replication uses two channels with different goals. RabbitMQ fanout gives followers near-real-time updates under normal operation — consumers are already connected, so publish latency is low. Kafka provides the durable replay source that followers need on startup and that the leader needs to anchor snapshot GC. -- RabbitMQ fanout gives low-latency follower updates. -- Kafka provides durable replay source and snapshot checkpoint anchor. +A single Kafka topic for both would work but followers would see higher replication lag (Kafka's consumer poll interval vs. RabbitMQ's push model). A single RabbitMQ fanout without Kafka would mean no durable log — a crashed follower with a stale snapshot has no way to catch up. -Tradeoff: +Cost: two brokers to operate, two failure modes to reason about. A message published to RabbitMQ but not yet consumed by a follower when that follower crashes is lost — the follower recovers from the Kafka WAL instead, so this is correct, but it means follower recovery always involves a Kafka replay even if the lag was small. -- More moving parts and more failure modes than a single bus. +--- -## 3) Snapshot-Offset-Based Leader Election +## 3. Leader election by snapshot offset, tie-break by proc_id -Decision: elect follower with highest snapshot offset, then lowest PID. +When no leader exists, the orchestrator picks the follower with the highest snapshot offset recorded in ZooKeeper (`/t/snapshots/{cont_id}`). Ties go to the lowest `proc_id` (oldest surviving worker). -Why: +This minimizes how many writes the new leader is missing relative to the previous leader. It's an approximation — snapshot offset is the last checkpoint, not the true write frontier — but it's the best available signal without a dedicated consensus log. In the worst case (leader crashed between snapshots), the new leader may be missing up to `SNAPSHOT_INTERVAL` writes that existed in the old leader's Kafka WAL. Those writes were already published to RabbitMQ and applied by followers, so followers may actually be ahead of the new leader temporarily. This is a known consistency gap in the current design. -- Minimizes staleness window after failover. -- Gives deterministic behavior under ties. +`proc_id` tie-break is deterministic and avoids split-brain during simultaneous election attempts (though ZooKeeper's sequential write semantics already prevent that). -Tradeoff: +--- -- Snapshot freshness is an approximation of true write recency between snapshot intervals. +## 4. Nginx config versioning with a hash digest -## 4) Runtime-Reconfigurable Autoscaling +Config version is a 12-character SHA-256 hex digest over `{"leader": addr, "followers": sorted(addrs)}`. The reconcile sidecar skips the Nginx reload if the current version file matches the desired version. -Decision: expose scaling interval and RPS-per-worker as APIs. +This makes reconcile idempotent. The orchestrator calls reconcile aggressively — on every `ChildrenWatch` event, on startup, on failure detection. Without versioning, every topology event would reload Nginx even if nothing changed, causing unnecessary connection drops. -Why: +The hash is short (12 chars) purely for readability in logs. Collision probability is negligible for this use case. -- Enables live tuning during experiments without redeploy. +--- -Tradeoff: +## 5. Reconcile sidecar rather than exec or file mount -- Misconfiguration risk; guardrails are minimal (basic lower bounds only). +The original approach was to have the orchestrator write the Nginx config directly via a Docker volume mount. The reconcile sidecar (`reconcile.py`) replaced that: the orchestrator calls an HTTP endpoint, and the sidecar fetches and applies the config from inside the container. -## 5) Nginx Reconcile Sidecar with Versioned Config +The sidecar owns the reload — it does an atomic file write (temp file → `os.rename`) before calling `nginx -s reload`, so Nginx never reads a partial config. The orchestrator doesn't need filesystem access to the Nginx container. -Decision: orchestrator provides desired config; sidecar fetches and applies. +Cost: another process to keep alive, another endpoint to monitor. -Why: +--- -- Avoids direct file-copy/exec into Nginx container. -- Makes updates idempotent and observable via version hashes. +## 6. Orchestrator deletes failed worker znodes rather than waiting for session expiry -Tradeoff: +ZooKeeper session expiry is the guaranteed cleanup path — ephemeral znodes disappear when the session times out. But the default timeout is 30–40 seconds, which is too long for acceptable failover UX. -- Adds another service endpoint to monitor. +When the orchestrator confirms a failure via its health probe, it explicitly deletes the znode (`zk.delete("/t/worker...")`). This triggers `ChildrenWatch` immediately, which runs election and Nginx reconcile in ~1–2 seconds rather than 30+. -## 6) Fast ZNode Deletion on Confirmed Failure +The cost is that the orchestrator is now responsible for membership cleanup, not just ZooKeeper. If the orchestrator itself crashes between detecting the failure and deleting the znode, cleanup falls back to session expiry. This is acceptable — session expiry is a backstop, not the primary path. -Decision: orchestrator explicitly deletes failed worker znode instead of waiting only for session expiry. +--- -Why: +## 7. Single-partition Kafka WAL -- Faster `ChildrenWatch` trigger and faster failover convergence. +`dbaas-writes` uses a single partition. This gives strict write ordering for free — offset is a total order, snapshot GC is unambiguous, follower replay is a simple sequential seek. -Tradeoff: - -- Introduces orchestrator-mediated membership cleanup responsibility. - -## 7) Single-Partition WAL in Current Iteration - -Decision: keep Kafka WAL single-partition for strict ordering simplicity. - -Why: - -- Makes replay, snapshot offset tracking, and write ordering straightforward. - -Tradeoff: - -- Limits horizontal write throughput scaling. +The ceiling is write throughput limited to what one partition can sustain. Partitioned WAL would require per-shard leaders, offset coordination across partitions, and more complex snapshot logic. That's the right direction for scaling writes horizontally, but it's a significant increase in complexity for a prototype. diff --git a/_docs/system/processes/architecture-and-layout.md b/_docs/system/processes/architecture-and-layout.md index 0562831..bf7d587 100644 --- a/_docs/system/processes/architecture-and-layout.md +++ b/_docs/system/processes/architecture-and-layout.md @@ -1,32 +1,59 @@ # Architecture and Folder Layout -## High-Level Architecture - -The system separates concerns into four planes: - -1. **Control plane**: orchestrator (`Orchestrator/orch`) manages worker lifecycle, leader election, scaling targets, and emits topology events. -2. **Data plane**: Nginx routes `/write` to leader and `/read` to follower pool. -3. **Storage/replication plane**: workers (`Orchestrator/worker`) use LevelDB locally, Kafka as WAL, RabbitMQ fanout for fast sync, and snapshots for bounded recovery. -4. **Operations plane**: workload generator and frontend for testing, visibility, and runtime tuning. - -## Important Folders - -- `Orchestrator/orch/`: control-plane service and topology logic. -- `Orchestrator/worker/`: worker entrypoint, leader/follower runtimes, snapshot/recovery code, KV store. -- `Orchestrator/nginx/`: Nginx image and reconcile sidecar process. -- `WorkloadGenerator/`: FastAPI wrapper around embedded Locust environment. -- `frontend/`: operator UI (topology, events, metrics, workload controls). - -## Key Runtime Contracts - -- Worker registration in ZooKeeper under `/t/worker*` (ephemeral sequential nodes). -- Snapshot metadata in ZooKeeper under `/t/snapshots/*`. -- Event stream topic: `dbaas.events`. -- WAL topic: `dbaas-writes` (single partition in current design). -- Nginx fetches desired config from orchestrator and applies via reconcile endpoint. - -## Why This Layout - -- Modules map to operational ownership boundaries (control vs data path). -- Orchestrator can evolve independently of worker read/write implementation. -- Workload and frontend are externalized so production control-plane behavior is observable under load without embedding test logic into core services. +## Four Planes + +``` +┌────────────────────────────────────────────────────────────────┐ +│ Control Plane │ +│ Orchestrator/orch/ — ZK watcher, election, autoscaler, │ +│ failure detection, routing reconcile │ +├────────────────────────────────────────────────────────────────┤ +│ Data Plane │ +│ Orchestrator/nginx/ — Nginx routes /write → leader, │ +│ /read → follower pool (round-robin) │ +├────────────────────────────────────────────────────────────────┤ +│ Storage / Replication Plane │ +│ Orchestrator/worker/ — leader.py, follower.py, LevelDB, │ +│ Kafka WAL, RabbitMQ sync, snapshots │ +├────────────────────────────────────────────────────────────────┤ +│ Operations Plane │ +│ WorkloadGenerator/ — Locust load tests │ +│ frontend/ — operator console │ +└────────────────────────────────────────────────────────────────┘ +``` + +The control plane never touches the request path. The orchestrator spawns and kills workers, manages ZooKeeper membership, and pushes new Nginx configs — but `/write` and `/read` traffic never flows through it. + +## Folder Layout + +``` +Orchestrator/ + orch/ control-plane service (orch.py, zk_watcher.py, scaling.py, + │ failure_detection.py, docker_utils.py, nginx_config.py, state.py) + worker/ worker entrypoint + leader/follower runtimes + │ (worker.py, leader.py, follower.py, kv_store.py, + │ leader_snapshot.py, follower_snapshot.py, snapshot.py) + nginx/ Nginx image + reconcile sidecar (reconcile.py) +WorkloadGenerator/ + app.py FastAPI wrapper + Locust lifecycle + workload.py WorkloadUser task logic, key distribution +frontend/ + src/ + hooks/ useTopology.js, useWebSocket.js + pages/ Workload.jsx + components/ TopologyGraph, EventLog, ScalingConfig, MetricsPanel, ... +``` + +## Runtime Contracts + +| What | Where | +|------|-------| +| Worker registrations | ZooKeeper `/t/worker*` (ephemeral sequential) | +| Snapshot offsets | ZooKeeper `/t/snapshots/{cont_id}`, `/t/snapshots/latest_offset` | +| WAL | Kafka topic `dbaas-writes`, partition 0 | +| Control/telemetry events | Kafka topic `dbaas.events` | +| Fast replication | RabbitMQ `sync` fanout exchange | +| Nginx config delivery | Orchestrator `/internal/nginx/config` → reconcile sidecar | +| Failure signaling | Nginx `@upstream_failure` → orchestrator `/internal/upstream_signal` | + +Workers register under `/t/worker` with `{cont_id, proc_id, leader: false}`. The orchestrator sets `leader: true` on the elected node; worker.py's `DataWatch` picks that up and kills the follower subprocess, starting leader.py in its place. diff --git a/_docs/system/processes/data-path-and-recovery.md b/_docs/system/processes/data-path-and-recovery.md index 84538bf..f807c1b 100644 --- a/_docs/system/processes/data-path-and-recovery.md +++ b/_docs/system/processes/data-path-and-recovery.md @@ -2,39 +2,81 @@ ## Write Path -1. Client sends `POST /write` to Nginx. -2. Nginx forwards to current leader. -3. Leader validates op, applies to local LevelDB. -4. Leader publishes sync message to RabbitMQ fanout. -5. Leader writes op to Kafka WAL and records committed offset. -6. Leader updates telemetry/metrics and may trigger snapshot cadence. +``` +Client + → POST /write → Nginx + → leader_upstream (single server) + → Leader: + stripe_lock(hash(key) % 64): + kv.apply_op(op) # LevelDB + rabbitmq.publish(sync) # RabbitMQ fanout, delivery_mode=2 + kafka.send(dbaas-writes, acks='all') # returns offset + → {"status": "ok"} +``` -Properties: - -- Per-key serialization via striped lock. -- Fast follower propagation via RabbitMQ. -- Durability and replay source via Kafka. +All three operations (LevelDB write, RabbitMQ publish, Kafka publish) happen inside the stripe lock. The lock scope is intentional — it ensures that for any given key, the apply and both publishes are ordered consistently. Different keys that land on different stripes run in parallel. ## Read Path -1. Client sends `GET /read` to Nginx. -2. Nginx load balances across followers. -3. Follower executes LevelDB read op and returns result. -4. Follower includes replica lag header (`X-Replica-Lag`). +``` +Client + → GET /read?query=... → Nginx + → follower_upstream (round-robin across followers) + → Follower: + kv.get / kv.prefix_scan / kv.count_prefix # LevelDB read + → {"result": ...} + X-Replica-Lag: # time since last sync message from leader +``` + +Reads are eventually consistent. The `X-Replica-Lag` header tells the client how stale the follower may be. + +## Follower Replication (Steady State) + +Followers consume the RabbitMQ `sync` fanout exchange via exclusive auto-delete queues. Each sync message from the leader contains the write op plus a `ts` timestamp. The follower applies the op to its local LevelDB and records the lag. This is the fast path — under normal conditions, replication lag is in the low milliseconds. + +## Snapshot and WAL GC -## Snapshot Process +The leader snapshots every `SNAPSHOT_INTERVAL` writes (default 2000). The snapshot process: +1. Fetch current Kafka end offset +2. Write full LevelDB state to `latest` + metadata to `latest.meta` (includes `kafka_offset`, `kafka_partition`, timestamp) +3. Set `/t/snapshots/latest_offset` in ZooKeeper +4. Publish snapshot signal to RabbitMQ fanout +5. Wait up to 30 seconds for live followers to ack via `POST /snapshot/ack` +6. Kafka `delete_records` up to `min(confirmed acks)`, keeping WAL bounded -- Leader periodically snapshots full KV state to disk. -- Snapshot metadata includes Kafka offset. -- Followers fetch and persist snapshot on signal. -- Followers acknowledge confirmed offset back to leader. -- Leader performs Kafka record deletion up to safe confirmed boundary. +If followers don't all ack within 30 seconds, GC proceeds up to the minimum of whatever acks arrived. Missing followers (crashed between snapshot signal and ack) are excluded. ## Follower Startup Recovery -1. Resolve leader from ZooKeeper. -2. Read latest snapshot offset from ZooKeeper. -3. Prefer local snapshot when not stale; otherwise fetch latest from leader. -4. Replay Kafka delta from snapshot offset + 1. +On startup, `follower_snapshot.py::recover()` runs before the HTTP server starts accepting traffic: + +``` +1. Resolve leader address from ZooKeeper (/t/worker* where leader=true) +2. Read /t/snapshots/latest_offset from ZooKeeper +3. If local snapshot metadata kafka_offset >= zk_offset: + restore from local disk (no leader fetch) + Else: + GET /snapshot/latest.meta from leader + GET /snapshot/latest from leader + write to local disk +4. Replay Kafka from snapshot_offset + 1 to current end offset +``` + +A follower that recently crashed and has a fresh local snapshot skips the leader fetch entirely — only the delta from the WAL needs replaying. A brand-new follower (no local snapshot) fetches the full snapshot from the leader and replays from there. + +## Failure Scenario: Leader Crash + +This is what happens end-to-end when the leader container dies: + +1. **Nginx** receives a 502/503 on `/write`. The `@upstream_failure` internal location fires. +2. **Nginx** calls `GET /internal/upstream_signal?kind=failure&upstream=&...` on the orchestrator. +3. **Orchestrator** (`failure_detection.py`) resolves the upstream address to a container ID via ZooKeeper, checks the per-worker cooldown (1.5s) and inflight set, then starts a probe thread. +4. **Probe thread** sends two `GET /health` requests (0.75s timeout, 150ms apart). Both fail. +5. **Orchestrator** emits `worker_failure_confirmed`, deletes the leader's ZK znode, kills the container. +6. **ZooKeeper** `ChildrenWatch` fires in `zk_watcher.py`. No `leader=true` node exists. +7. **Election runs**: candidates are ranked by snapshot offset, then proc_id. Best candidate's znode is updated to `leader: true`. +8. **Elected worker**: `worker.py`'s `DataWatch` callback fires, kills follower.py, starts leader.py. +9. **Orchestrator** calls Nginx reconcile. The reconcile sidecar fetches new config (new leader address), writes it atomically, reloads Nginx. +10. **Nginx** now routes `/write` to the new leader. Total downtime is typically a few seconds. -This avoids replaying full history on every restart. +Meanwhile, if the follower count drops below target (because the crashed node was also counted), `watch_workers` spawns a replacement. diff --git a/_docs/system/processes/scaling-and-failover.md b/_docs/system/processes/scaling-and-failover.md index 923e672..46d4518 100644 --- a/_docs/system/processes/scaling-and-failover.md +++ b/_docs/system/processes/scaling-and-failover.md @@ -1,41 +1,57 @@ # Scaling and Failover -## Autoscaling Loop +## Two Control Loops -Periodic job (`scaling.py`) performs: +The system uses two independent loops that both affect follower count. Understanding their interaction is important. -1. Read Nginx cumulative request counter. -2. Compute request delta vs previous sample. -3. Derive current RPS over configured interval. -4. Compute required followers via target-RPS formula. -5. Reconcile by spawning or trimming followers. +**Loop 1 — Autoscaler** (`scaling.py`, interval-driven): +- Reads Nginx cumulative request count from `/api/stats` (`stub_status`) +- Computes delta from previous sample to get request count over the interval +- `current_rps = delta / interval_seconds` +- `required_followers = ceil(current_rps / rps_per_worker)`, floor at 1 +- Calls `_set_follower_target()` which spawns or trims to match the target -Follower target floor is kept at 1. +**Loop 2 — ZK Watcher** (`zk_watcher.py`, event-driven): +- Fires on every ZooKeeper `/t` children change (worker join or leave) +- Recomputes current leader/follower counts +- Spawns if `len(current_workers) + pending_spawns < req_followers + 1` +- Trims if excess followers exist after a target reduction +- Triggers election if no leader exists +- Calls `reconcile_nginx_upstream` unconditionally on every topology change -## Crash/Drop Recovery +Loop 2 is the recovery path. If a worker crashes between autoscaler ticks, the ZK watcher fires immediately and restores the count without waiting for the next scheduler interval. -ZooKeeper `ChildrenWatch` in `zk_watcher.py` is the second control loop. +## `pending_spawns` Coordination -When worker set changes: +Both loops share `state.pending_spawns`. When the orchestrator calls `spawn_worker()`, it increments `pending_spawns` before the container comes up. When the ZK watcher sees a new worker registration, it decrements `pending_spawns` by the number of new arrivals. -- Recompute leader/follower counts. -- Emit join/terminate events. -- Elect leader if missing. -- Ensure required total workers (`req_followers + 1`) including pending spawns. -- Reconcile Nginx upstream config. +This prevents both loops from deciding independently that "not enough workers exist" and double-spawning. Without it, a crash during an autoscale-up event could cause a spawn storm. -This means scheduler-based scaling and event-driven recovery both contribute to stability. +## Autoscaler Reset on Workload Stop -## Fast Failure Confirmation +When the workload generator stops a job, it calls `POST /api/autoscale/reset` on the orchestrator. This resets `prev_request_count` to the current Nginx counter and sets `req_followers` back to 1. Without this, the high RPS from the load test would inflate the next autoscaler delta calculation, causing a spurious scale-down that trims followers that should stay alive. -Nginx callbacks trigger orchestrator probing logic (`failure_detection.py`): +## Scaling Config at Runtime -- Probe candidate worker health quickly. -- Apply cooldown/inflight guards to avoid duplicate action storms. -- On confirmed failure: emit event, delete znode, kill container. +`POST /api/v1/config/scaling` updates `scaling_interval_seconds` and `scaling_rps_per_worker` in `state.py` and reschedules the APScheduler job with the new interval in-place. No restart required. This is useful when tuning sensitivity — a short interval reacts faster but creates more churn; a high `rps_per_worker` target keeps the cluster smaller. -Without this path, failure visibility would rely mostly on ZooKeeper session timeout. +## Failure Recovery Timeline -## Operational Tradeoff +When a worker crashes: -Two asynchronous loops (scheduled autoscaling + event-driven watcher) improve responsiveness but require careful shared state (`pending_spawns`, follower target) to avoid over/under-shoot during churn. +``` +0ms Nginx detects upstream failure, calls /internal/upstream_signal +~10ms Orchestrator probe thread starts +~1.5s Two health probes complete (750ms timeout × 2, 150ms gap) +~1.5s ZK znode deleted, container killed +~1.5s ChildrenWatch fires +~1.5s Election runs (if leader crashed) +~2s New leader.py starts, Nginx reconcile triggered +~2-3s Nginx config updated, traffic routes to new leader +``` + +Compare to ZooKeeper session expiry alone: typically 30–40 seconds. The Nginx callback + active probe path cuts observed downtime by an order of magnitude. + +## Follower Crash (No Election Needed) + +If a follower crashes, ZK `ChildrenWatch` fires, compares current count to `req_followers + 1`, and spawns a replacement. The new follower runs startup recovery (local snapshot or leader fetch + Kafka replay) before starting to serve reads. Nginx reconcile removes the dead follower from the upstream pool. From 219a2cd8d21c5ebdf716ec468a72b1bab18fbc2c Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sat, 4 Apr 2026 19:44:31 -0700 Subject: [PATCH 3/6] docs: update project documentation in README.md --- README.md | 225 +++++++++++++++++++++++++----------------------------- 1 file changed, 102 insertions(+), 123 deletions(-) diff --git a/README.md b/README.md index 177f043..930ff16 100644 --- a/README.md +++ b/README.md @@ -6,66 +6,54 @@ ![ZooKeeper](https://img.shields.io/badge/Coordination-ZooKeeper-yellow) ![Kafka](https://img.shields.io/badge/WAL-Kafka-black) -A distributed Database-as-a-Service (DBaaS) platform built around a primary-backup replicated KV store. The platform handles read/write routing, autoscaling, leader election, and fast failure recovery — and ships with a full operator console for running workloads and observing the cluster in real time. +A distributed key-value Database-as-a-Service built from scratch. Primary-backup replication, automatic leader election, RPS-based autoscaling, and fast failure recovery — all observable through a live operator console. --- -## What's in here - -| Component | Description | -|-----------|-------------| -| **Orchestrator** (FastAPI) | Control plane: ZooKeeper watches, leader election, autoscaling, Nginx config authority, failure handling | -| **Nginx** | Data-plane router: routes `/write` to the leader, `/read` across followers, reports upstream failures back to the orchestrator | -| **Worker** (Python) | Shared container image; starts as follower, promoted to leader by the orchestrator via ZooKeeper znode update | -| **Workload Generator** (FastAPI + Locust) | Synthetic load service with a full runtime-configurable parameter set | -| **Frontend** (React + Vite) | Operator console: topology graph, live metrics, autoscaling config, workload lab with time-series charts | -| **Kafka** | Durable write-ahead log; workers replay it on startup for state recovery | -| **RabbitMQ** | Replication fanout: leader publishes writes, followers consume | -| **ZooKeeper** | Worker membership, leader role, snapshot offsets | -| **Prometheus + Grafana + Tempo** | Metrics, dashboards, distributed traces | + --- -## Quick Start +## How it works -### Prerequisites +Writes go through Nginx to a single elected leader. The leader applies the operation to its local LevelDB, publishes it to a RabbitMQ fanout for fast follower sync, and commits it to Kafka as a durable WAL. Reads are load-balanced across followers, which serve from their own LevelDB replica. -- Docker Desktop (macOS: enable **"Allow the default Docker socket to be used"** in Settings → Advanced so the orchestrator can manage worker containers) -- Docker Compose v2 +The orchestrator watches ZooKeeper for membership changes and handles everything that happens in the control plane: leader election when a leader is missing, spawning or trimming followers to match a target RPS, and pushing updated Nginx upstream configs when topology changes. It never touches the read/write request path. -### Start the full stack +When Nginx detects an upstream failure it calls back to the orchestrator, which probes the worker and — if dead — deletes its ZooKeeper znode immediately rather than waiting for session expiry. This cuts failover from ~30s to ~2s. -```bash -docker compose -f docker-compose-local.yml up --build -``` +--- -Docker waits for RabbitMQ and ZooKeeper to pass their health checks before starting the orchestrator. The cluster is ready when you see `"Scheduler started"` in the orchestrator logs. +## Screenshots -### Service endpoints +**Topology graph + event stream during a leader failover** + +![Topology graph](docs/screenshots/topology-failover.png) +*Leader crash → election → new leader promoted → Nginx config reconciled. Visible in the event log in real time.* -| Service | URL | Notes | -|---------|-----|-------| -| **Frontend** | http://localhost:5173 | Operator console (Observability + Workload tabs) | -| **Orchestrator API** | http://localhost:8080 | Control plane REST + WebSocket | -| **Nginx (data plane)** | http://localhost:80 | Send reads/writes here | -| **Workload Generator** | http://localhost:8089 | Job control API | -| **Grafana** | http://localhost:3001 | Dashboards (admin / `dbaas`) | -| **Prometheus** | http://localhost:9090 | Raw metrics | -| **Tempo** | http://localhost:3200 | Distributed traces | +**Workload tab — live KPIs under load** + +![Workload tab](docs/screenshots/workload-kpis.png) +*p50/p95/p99 latency, reads/writes per second, error count, rolling time-series chart. Autoscaler spawning followers visible in the topology graph simultaneously.* -### Quick health check - -```bash -curl http://localhost:8080/health # orchestrator -curl http://localhost:80/health # nginx -curl http://localhost:8089/health # workload generator -``` +**Grafana dashboard** + +![Grafana](docs/screenshots/grafana-dashboard.png) +*Write throughput, Kafka offset lag, replica lag per follower, leader election count — scraped via Prometheus HTTP Service Discovery from live worker containers.* --- -## Architecture Overview +## Architecture -```ascii +``` ┌─────────────────────────────────────────────────────────────────────────────┐ │ FRONTEND (React / Vite) │ │ - Observability tab: topology graph, metrics, scaling config, event log │ @@ -82,7 +70,7 @@ curl http://localhost:8089/health # workload generator │ - upstream failure handling │ └──────────────────┬────────────────┘ │ - Prometheus HTTP SD │ │ └──────────────────────┬─────────────┘ │ HTTP traffic - │ POST /internal/reconcile ▼ + │ POST /internal/reconcile ▼ │ (on topology change) ┌────────────────────────────┐ ▼ │ target: nginx:80 │ ┌─────────────────────────────────────────────────────────────────────────────┐ @@ -95,127 +83,118 @@ curl http://localhost:8089/health # workload generator │ --bootstrap: pulls config from orchestrator on container start │ │ --serve: handles POST /internal/reconcile → fetch + write + reload │ └──────────────┬──────────────────────────────────────────────┬───────────────┘ - │ writes │ reads (round-robin) + │ writes │ reads (round-robin) ▼ ▼ ┌──────────────────────────────┐ ┌────────────────────────────────────┐ │ LEADER WORKER │ │ FOLLOWER WORKER(S) │ │ - LevelDB writes │ │ - LevelDB reads │ │ - RabbitMQ fanout publish │─────────▶│ - RabbitMQ sync consumer │ -│ - Kafka WAL publish │ │ - snapshot recovery │ -│ - snapshot producer │ └────────────────────────────────────┘ +│ - Kafka WAL publish │ │ - snapshot recovery on startup │ +│ - periodic snapshots │ └────────────────────────────────────┘ └──────────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────────────────┐ │ KAFKA + RABBITMQ + ZOOKEEPER │ -│ - Kafka: durable write-ahead log │ -│ - RabbitMQ: replication fanout to followers │ +│ - Kafka: durable write-ahead log (dbaas-writes WAL, dbaas.events stream) │ +│ - RabbitMQ: replication fanout to followers (sync exchange) │ │ - ZooKeeper: worker membership, leader role, snapshot offsets │ └─────────────────────────────────────────────────────────────────────────────┘ ``` -**Data flow for a write:** Client → Nginx `/write` → Leader → RabbitMQ fanout → all Followers. The write is also published to Kafka as a durable WAL entry. +--- -**Data flow for a read:** Client → Nginx `/read` → Follower pool (round-robin across all registered followers; Nginx retries on failure up to 3 times). If a follower returns 5xx, a `post_action` callback notifies the orchestrator, which probes and removes the unhealthy node. +## Stack -**Failure detection:** Two complementary paths. First, Nginx intercepts 5xx errors and fires callbacks to the orchestrator, which probes the worker's `/health` endpoint and, if confirmed dead, removes its ZooKeeper znode and kills the container — bypassing ZooKeeper session expiry for faster failover. Second, the orchestrator's ZooKeeper `ChildrenWatch` detects znode removals (session expiry, explicit delete) and immediately triggers leader election and Nginx config reconciliation. +| Layer | Technology | +|-------|-----------| +| Control plane | Python, FastAPI, Kazoo (ZooKeeper), APScheduler | +| Data plane | Nginx, LevelDB (`plyvel`) | +| Replication | RabbitMQ (fanout), Kafka (WAL + replay) | +| Coordination | ZooKeeper | +| Load testing | Locust (embedded runner) | +| Frontend | React, Vite, Recharts | +| Observability | Prometheus, Grafana, OpenTelemetry / Tempo | +| Infrastructure | Docker, Docker Compose | --- -## Configuration Reference +## Interesting parts -### Orchestrator environment variables - -| Variable | Default | Description | -|---|---|---| -| `SCALING_INTERVAL_SECONDS` | `30` | How often the autoscaler evaluates load | -| `SCALING_RPS_PER_WORKER` | `10.0` | RPS target per follower worker | -| `SNAPSHOT_INTERVAL` | `2000` | Write operations between worker state snapshots | -| `DOCKER_NETWORK` | `local_dbaas_network` | Docker network for spawned worker containers | -| `ZOOKEEPER_HOST` | `zookeeper` | ZooKeeper hostname | -| `RABBITMQ_HOST` | `rabbitmq` | RabbitMQ hostname | -| `KAFKA_BROKER` | `kafka:9092` | Kafka broker address | -| `NGINX_URL` | `http://nginx` | Nginx base URL (for version polling) | -| `NGINX_RECONCILE_URL` | `http://nginx:8081/internal/reconcile` | Nginx reconcile sidecar URL | -| `FAILURE_PROBE_COOLDOWN_SEC` | `1.5` | Minimum seconds between probes of the same worker | +**Leader election** — when the orchestrator detects no leader in ZooKeeper, it ranks candidates by their last snapshot offset (most caught-up replica first), with `proc_id` as a deterministic tie-break. The elected node's znode is updated; the worker process picks up the change via `DataWatch` and swaps its subprocess from `follower.py` to `leader.py`. -The autoscaling parameters (`SCALING_INTERVAL_SECONDS`, `SCALING_RPS_PER_WORKER`) can also be updated live at runtime via `POST /api/v1/config/scaling` without restarting the orchestrator. The Observability tab sidebar exposes this as a form. +**Dual-channel replication** — writes go to RabbitMQ fanout for low-latency follower propagation *and* to Kafka as a durable WAL. They serve different purposes: RabbitMQ minimises replica lag under normal operation; Kafka is what followers replay on startup. A follower that crashed and recovered locally skips the leader fetch entirely if its snapshot is fresh enough. -### Workload Generator environment variables +**Nginx as active failure detector** — Nginx intercepts upstream 5xx errors and calls back to the orchestrator via internal locations (`@upstream_failure`, `@report_upstream_outcome`). The orchestrator sends two health probes (750ms timeout, 150ms apart) before acting. On confirmed failure it deletes the ZooKeeper znode directly, which triggers election and Nginx reconcile without waiting for ZooKeeper session expiry. -| Variable | Default | Description | -|---|---|---| -| `TARGET_HOST` | `http://nginx:80` | Where to send synthetic traffic | -| `ORCHESTRATOR_URL` | `http://orchestrator:80` | Used to reset autoscaler on job stop | -| `READ_RATIO` | `80` | Initial read percentage (0–100) | -| `KEY_SPACE` | `1000` | Initial key space size | -| `KEY_DISTRIBUTION` | `uniform` | Initial distribution (`uniform`, `zipf`, `hotspot`) | -| `MAX_RPS_PER_USER` | `5` | Initial per-user RPS cap | +**Two autoscaling loops** — an interval-based scheduler derives RPS from Nginx `stub_status` counter deltas and adjusts follower count to a target. A separate ZooKeeper `ChildrenWatch` handles crashes between scheduler ticks. They share a `pending_spawns` counter to avoid double-spawning during churn. Both `scaling_interval_seconds` and `rps_per_worker` are adjustable at runtime without restart. -All parameters can be overridden per job start via the API or the Workload UI. +**Versioned Nginx config** — the orchestrator renders Nginx config and hashes it (SHA-256 over sorted `{leader, followers}`). The reconcile sidecar skips the reload if the current version matches. This makes every topology event trigger a reconcile call without causing unnecessary Nginx reloads. --- -## Operator Console +## Quick start -Open http://localhost:5173 after starting the stack. +```bash +# Requires Docker Desktop with the default Docker socket enabled +docker compose -f docker-compose-local.yml up --build +``` -**Observability tab:** -- Live topology graph showing leader/follower roles and health -- Metrics panel (request rate, error rate) -- **Autoscaling Strategy panel** — tune `scaling_interval_seconds` and `scaling_rps_per_worker` live -- Event log streamed from Kafka via WebSocket -- Node detail panel with manual crash controls (crash by ID) +The cluster is ready when the orchestrator logs show `"Scheduler started"`. -**Workload tab:** -- Configure concurrent users, spawn rate, read/write ratio, key space, per-user RPS cap, and key distribution -- Start/stop workload jobs; "Apply & Restart" while running to change parameters mid-test -- Configured Ceiling and Estimated Throughput prediction cards -- Live KPI grid (p50/p95/p99 latency, reads/sec, writes/sec, error count, runner state) -- Rolling time-series chart -- Error distribution table +| Service | URL | +|---------|-----| +| Operator console | http://localhost:5173 | +| Orchestrator API | http://localhost:8080 | +| Nginx (data plane) | http://localhost:80 | +| Workload Generator | http://localhost:8089 | +| Grafana | http://localhost:3001   `admin` / `dbaas` | +| Prometheus | http://localhost:9090 | + +```bash +# Quick health check +curl http://localhost:8080/health +curl http://localhost:80/health +curl http://localhost:8089/health +``` --- -## Key API Endpoints +## Try it -### Orchestrator (port 8080) +**Trigger a failover manually:** +1. Open the operator console → Observability tab +2. Click a worker node → crash it from the Node Detail panel +3. Watch the event log: `worker_crashing` → `leader_election_started` → `leader_elected` → Nginx reconcile -| Method | Path | Description | -|---|---|---| -| `GET` | `/health` | Liveness | -| `WS` | `/stream` | Kafka event stream (WebSocket) | -| `GET` | `/list_workers` | Live worker list with roles | -| `GET` | `/api/v1/config/scaling` | Current autoscaling params | -| `POST` | `/api/v1/config/scaling` | Update autoscaling params live | -| `POST` | `/api/autoscale/reset` | Reset autoscaler baseline (called by workload generator on stop) | -| `POST` | `/api/v1/crash/worker/{cont_id}` | Kill specific worker | -| `GET` | `/api/v1/prometheus/targets` | Prometheus HTTP SD format (live worker discovery) | -| `GET` | `/metrics` | Prometheus metrics | - -### Workload Generator (port 8089) - -| Method | Path | Description | -|---|---|---| -| `GET` | `/health` | Liveness | -| `GET` | `/api/jobs` | Current job state + config | -| `GET` | `/api/jobs/stats` | Live Locust stats snapshot | -| `POST` | `/api/jobs/start` | Start or restart a workload job | -| `POST` | `/api/jobs/stop` | Stop current job + reset autoscaler | +**Run a load test and watch the autoscaler:** +1. Go to the Workload tab, set concurrent users and a key distribution (`zipf` is interesting) +2. Start the job and watch followers spawn in the topology graph as RPS climbs +3. Stop the job — autoscaler resets and trims back to 1 follower --- -## Telemetry +## Configuration -- **Prometheus** scrapes the orchestrator at `/metrics` and dynamically discovers workers via the HTTP SD endpoint at `/api/v1/prometheus/targets` -- **Grafana** (http://localhost:3001, admin / `dbaas`) has pre-provisioned dashboards -- **Tempo** collects distributed traces from the orchestrator (OpenTelemetry via OTLP gRPC on port 4317) -- Orchestrator emits structured JSON logs to stdout +Key environment variables (can also be set live via the API for autoscaling params): + +| Variable | Default | Description | +|---|---|---| +| `SCALING_INTERVAL_SECONDS` | `30` | Autoscaler evaluation interval | +| `SCALING_RPS_PER_WORKER` | `10.0` | RPS target per follower | +| `SNAPSHOT_INTERVAL` | `2000` | Writes between leader snapshots | +| `FAILURE_PROBE_COOLDOWN_SEC` | `1.5` | Minimum time between probes of the same worker | --- -## Architecture Documentation +## Documentation -For a full breakdown of the architecture, design decisions, and known limitations, see [_docs/v2.md](_docs/v2.md). +Detailed architecture, component internals, and design decisions are in [`_docs/system/`](_docs/system/README.md): -Earlier iteration notes: [_docs/v1.md](_docs/v1.md) | [_docs/v0.md](_docs/v0.md) +- [Architecture & layout](_docs/system/processes/architecture-and-layout.md) +- [Orchestrator — election, autoscaler, failure detection](_docs/system/components/orchestrator.md) +- [Workers — write path, striped locks, snapshot protocol](_docs/system/components/workers.md) +- [Nginx routing & reconcile sidecar](_docs/system/components/nginx-routing.md) +- [Data path & failure scenario walkthrough](_docs/system/processes/data-path-and-recovery.md) +- [Scaling & failover](_docs/system/processes/scaling-and-failover.md) +- [Design decisions & tradeoffs](_docs/system/decisions/major-decisions.md) From 7c0343e04af79aed955e716eab8b18a13e0164c7 Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sat, 4 Apr 2026 20:17:09 -0700 Subject: [PATCH 4/6] feat: enable anonymous Grafana access and overhaul the DBaaS platform dashboard for improved cluster observability --- Orchestrator/docker-compose.yml | 2 + .../provisioning/dashboards/dashboard.yml | 5 +- .../provisioning/dashboards/dbaas.json | 406 +++++++++++++++--- Orchestrator/prometheus/prometheus.yml | 5 +- README.md | 2 +- docker-compose-local.yml | 2 + frontend/src/hooks/useTopology.js | 66 +-- 7 files changed, 392 insertions(+), 96 deletions(-) diff --git a/Orchestrator/docker-compose.yml b/Orchestrator/docker-compose.yml index d3bca18..80d7de1 100644 --- a/Orchestrator/docker-compose.yml +++ b/Orchestrator/docker-compose.yml @@ -100,6 +100,8 @@ services: container_name: grafana environment: - GF_SECURITY_ADMIN_PASSWORD=dbaas + - GF_AUTH_ANONYMOUS_ENABLED=true + - GF_AUTH_ANONYMOUS_ORG_ROLE=Admin volumes: - ./grafana/provisioning:/etc/grafana/provisioning ports: diff --git a/Orchestrator/grafana/provisioning/dashboards/dashboard.yml b/Orchestrator/grafana/provisioning/dashboards/dashboard.yml index 3ebb1e3..0beb28b 100644 --- a/Orchestrator/grafana/provisioning/dashboards/dashboard.yml +++ b/Orchestrator/grafana/provisioning/dashboards/dashboard.yml @@ -3,9 +3,10 @@ apiVersion: 1 providers: - name: 'dbaas' orgId: 1 - folder: '' + folder: 'DBaaS' type: file disableDeletion: false updateIntervalSeconds: 10 + allowUiUpdates: false options: - path: /etc/grafana/provisioning/dashboards/dbaas.json + path: /etc/grafana/provisioning/dashboards diff --git a/Orchestrator/grafana/provisioning/dashboards/dbaas.json b/Orchestrator/grafana/provisioning/dashboards/dbaas.json index 09c5311..9657bac 100644 --- a/Orchestrator/grafana/provisioning/dashboards/dbaas.json +++ b/Orchestrator/grafana/provisioning/dashboards/dbaas.json @@ -1,113 +1,391 @@ { - "title": "DBaaS Overview", + "title": "DBaaS Platform", "uid": "dbaas-overview", + "description": "Distributed KV DBaaS — control plane, data plane, replication, and failure detection", "schemaVersion": 38, - "version": 1, + "version": 2, "refresh": "5s", + "tags": ["dbaas", "distributed-systems"], + "time": { "from": "now-15m", "to": "now" }, + "timepicker": {}, + "annotations": { + "list": [ + { + "builtIn": 1, + "datasource": "-- Grafana --", + "enable": true, + "hide": true, + "iconColor": "rgba(0, 211, 255, 1)", + "name": "Annotations & Alerts", + "type": "dashboard" + } + ] + }, "panels": [ + + { "id": 100, "type": "row", "title": "🟢 Cluster Health", "gridPos": {"x":0,"y":0,"w":24,"h":1}, "collapsed": false }, + { - "id": 1, - "type": "timeseries", - "title": "Write Rate (ops/s)", - "gridPos": {"x": 0, "y": 0, "w": 12, "h": 8}, - "targets": [ - { - "datasource": "Prometheus", - "expr": "rate(dbaas_writes_total[1m])", - "legendFormat": "writes/s" + "id": 1, "type": "stat", "title": "Live Workers", + "description": "Total worker containers currently registered in ZooKeeper", + "gridPos": {"x":0,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"red","value":0},{"color":"yellow","value":1},{"color":"green","value":2}]}, + "unit": "short" + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"sum(dbaas_worker_count)","legendFormat":"total"}] + }, + { + "id": 2, "type": "stat", "title": "Leader Workers", + "description": "Should always be exactly 1. Non-1 values indicate an election in progress or a split-brain.", + "gridPos": {"x":3,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"red","value":0},{"color":"green","value":1},{"color":"red","value":2}]}, + "unit": "short" + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"sum(dbaas_worker_count{role=\"leader\"})","legendFormat":"leaders"}] + }, + { + "id": 3, "type": "stat", "title": "Follower Workers", + "description": "Followers serving reads. Autoscaler adjusts this count based on RPS.", + "gridPos": {"x":6,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"yellow","value":0},{"color":"green","value":1}]}, + "unit": "short" + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"sum(dbaas_worker_count{role=\"follower\"})","legendFormat":"followers"}] + }, + { + "id": 4, "type": "stat", "title": "Leader Elections", + "description": "Cumulative leader elections since startup. A spike here indicates repeated failures.", + "gridPos": {"x":9,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"green","value":0},{"color":"yellow","value":2},{"color":"red","value":5}]}, + "unit": "short" + } + }, + "options": {"colorMode":"background","graphMode":"area","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"dbaas_leader_elections_total","legendFormat":"elections"}] + }, + { + "id": 5, "type": "stat", "title": "Election Rate (5m)", + "description": "Elections per minute in the last 5 minutes. Sustained rate > 0 means cluster instability.", + "gridPos": {"x":12,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"green","value":0},{"color":"orange","value":0.1},{"color":"red","value":0.5}]}, + "unit": "reqpm", + "decimals": 2 + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"rate(dbaas_leader_elections_total[5m]) * 60","legendFormat":"elections/min"}] + }, + { + "id": 6, "type": "stat", "title": "Autoscale Events", + "description": "Cumulative scale-up + scale-down decisions made by the autoscaler.", + "gridPos": {"x":15,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "unit": "short" } + }, + "options": {"colorMode":"value","graphMode":"area","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [ + {"datasource":"Prometheus","expr":"sum(dbaas_autoscale_events_total{direction=\"up\"})","legendFormat":"scale up"}, + {"datasource":"Prometheus","expr":"sum(dbaas_autoscale_events_total{direction=\"down\"})","legendFormat":"scale down"} ] }, { - "id": 2, - "type": "timeseries", - "title": "Read Rate (ops/s)", - "gridPos": {"x": 12, "y": 0, "w": 12, "h": 8}, + "id": 7, "type": "stat", "title": "Kafka WAL Offset", + "description": "Current leader's Kafka write offset. Monotonically increasing — shows durability progress.", + "gridPos": {"x":18,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "fixed", "fixedColor": "blue"}, + "unit": "short" + } + }, + "options": {"colorMode":"value","graphMode":"area","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"dbaas_kafka_offset","legendFormat":"WAL offset"}] + }, + { + "id": 8, "type": "stat", "title": "Snapshot Offset", + "description": "Last Kafka offset captured in the leader's snapshot. Followers at this offset skip WAL replay entirely.", + "gridPos": {"x":21,"y":1,"w":3,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "fixed", "fixedColor": "purple"}, + "unit": "short" + } + }, + "options": {"colorMode":"value","graphMode":"area","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"dbaas_snapshot_offset","legendFormat":"snapshot offset"}] + }, + + { "id": 200, "type": "row", "title": "📈 Throughput & Latency", "gridPos": {"x":0,"y":5,"w":24,"h":1}, "collapsed": false }, + + { + "id": 10, "type": "timeseries", "title": "Write Throughput (ops/s)", + "description": "Write operations per second reaching the leader. Driven by the workload generator.", + "gridPos": {"x":0,"y":6,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 10}, + "unit": "ops" + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["mean","max","lastNotNull"]}}, "targets": [ - { - "datasource": "Prometheus", - "expr": "rate(dbaas_reads_total[1m])", - "legendFormat": "{{follower_id}}" + {"datasource":"Prometheus","expr":"rate(dbaas_writes_total[30s])","legendFormat":"writes/s (30s avg)"}, + {"datasource":"Prometheus","expr":"rate(dbaas_writes_total[1m])","legendFormat":"writes/s (1m avg)"} + ] + }, + { + "id": 11, "type": "timeseries", "title": "Read Throughput by Follower (ops/s)", + "description": "Reads per second per follower. A balanced load indicates Nginx round-robin is working correctly. Uneven distribution can appear when followers restart.", + "gridPos": {"x":12,"y":6,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 8}, + "unit": "ops" } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["mean","max","lastNotNull"]}}, + "targets": [ + {"datasource":"Prometheus","expr":"rate(dbaas_reads_total[30s])","legendFormat":"{{follower_id}}"} ] }, { - "id": 3, - "type": "timeseries", - "title": "Write Latency p99 (ms)", - "gridPos": {"x": 0, "y": 8, "w": 12, "h": 8}, + "id": 12, "type": "timeseries", "title": "Write Latency (ms) — p50 / p95 / p99", + "description": "End-to-end write latency: LevelDB apply + RabbitMQ publish + Kafka commit. p99 spikes here often correspond to Kafka acks under load.", + "gridPos": {"x":0,"y":14,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 5}, + "unit": "ms" + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["mean","max","lastNotNull"]}}, "targets": [ - { - "datasource": "Prometheus", - "expr": "histogram_quantile(0.99, rate(dbaas_write_latency_ms_bucket[1m]))", - "legendFormat": "p99" + {"datasource":"Prometheus","expr":"histogram_quantile(0.50, rate(dbaas_write_latency_ms_bucket[1m]))","legendFormat":"p50"}, + {"datasource":"Prometheus","expr":"histogram_quantile(0.95, rate(dbaas_write_latency_ms_bucket[1m]))","legendFormat":"p95"}, + {"datasource":"Prometheus","expr":"histogram_quantile(0.99, rate(dbaas_write_latency_ms_bucket[1m]))","legendFormat":"p99"} + ] + }, + { + "id": 13, "type": "timeseries", "title": "Read Latency (ms) — p50 / p95 / p99", + "description": "Read latency per follower (LevelDB get). Should be much lower than write latency. High p99 can indicate a slow disk or a follower catching up from its WAL replay.", + "gridPos": {"x":12,"y":14,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 5}, + "unit": "ms" } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["mean","max","lastNotNull"]}}, + "targets": [ + {"datasource":"Prometheus","expr":"histogram_quantile(0.50, rate(dbaas_read_latency_ms_bucket[1m]))","legendFormat":"p50"}, + {"datasource":"Prometheus","expr":"histogram_quantile(0.95, rate(dbaas_read_latency_ms_bucket[1m]))","legendFormat":"p95"}, + {"datasource":"Prometheus","expr":"histogram_quantile(0.99, rate(dbaas_read_latency_ms_bucket[1m]))","legendFormat":"p99"} ] }, + + { "id": 300, "type": "row", "title": "🔄 Replication Health", "gridPos": {"x":0,"y":22,"w":24,"h":1}, "collapsed": false }, + { - "id": 4, - "type": "timeseries", - "title": "Replica Lag (ms)", - "gridPos": {"x": 12, "y": 8, "w": 12, "h": 8}, + "id": 20, "type": "timeseries", "title": "Replica Lag per Follower (ms)", + "description": "Time between when the leader published a write to RabbitMQ and when the follower received it. A persistent lag > 100ms means the follower is falling behind — autoscaler may need to trim. A sudden spike usually indicates a follower restart.", + "gridPos": {"x":0,"y":23,"w":16,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 12}, + "unit": "ms", + "thresholds": { + "mode": "absolute", + "steps": [{"color":"green","value":0},{"color":"orange","value":100},{"color":"red","value":500}] + } + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["mean","max","lastNotNull"]}}, "targets": [ - { - "datasource": "Prometheus", - "expr": "dbaas_replica_lag_ms", - "legendFormat": "{{follower_id}}" + {"datasource":"Prometheus","expr":"dbaas_replica_lag_ms","legendFormat":"{{follower_id}}"} + ] + }, + { + "id": 21, "type": "stat", "title": "Max Replica Lag (current)", + "description": "Worst-case replication lag across all followers right now.", + "gridPos": {"x":16,"y":23,"w":4,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"green","value":0},{"color":"orange","value":100},{"color":"red","value":500}]}, + "unit": "ms" + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"max(dbaas_replica_lag_ms)","legendFormat":"max lag"}] + }, + { + "id": 22, "type": "stat", "title": "WAL vs Snapshot Gap", + "description": "Difference between the current WAL offset and the last snapshot offset. Measures how many writes a recovering follower must replay from Kafka. A large gap means slower follower startup.", + "gridPos": {"x":16,"y":27,"w":4,"h":4}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "thresholds": {"steps": [{"color":"green","value":0},{"color":"yellow","value":500},{"color":"red","value":2000}]}, + "unit": "short" + } + }, + "options": {"colorMode":"background","graphMode":"none","reduceOptions":{"calcs":["lastNotNull"]}}, + "targets": [{"datasource":"Prometheus","expr":"dbaas_kafka_offset - dbaas_snapshot_offset","legendFormat":"offset gap"}] + }, + { + "id": 23, "type": "timeseries", "title": "RabbitMQ Sync Messages Consumed by Follower", + "description": "Cumulative sync messages (writes applied via RabbitMQ fanout) per follower. A follower that stops increasing here has lost its RabbitMQ connection.", + "gridPos": {"x":20,"y":23,"w":4,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2}, + "unit": "short" } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"list","placement":"bottom"}}, + "targets": [ + {"datasource":"Prometheus","expr":"rate(dbaas_sync_messages_total[1m])","legendFormat":"{{instance}} msgs/s"} ] }, + + { "id": 400, "type": "row", "title": "⚙️ Autoscaler", "gridPos": {"x":0,"y":31,"w":24,"h":1}, "collapsed": false }, + { - "id": 5, - "type": "stat", - "title": "Live Workers", - "gridPos": {"x": 0, "y": 16, "w": 6, "h": 4}, + "id": 30, "type": "timeseries", "title": "Worker Count Over Time", + "description": "How the cluster scales in response to load. Leader count should stay flat at 1; follower count tracks RPS demand. Sawtooth pattern = workload cycles.", + "gridPos": {"x":0,"y":32,"w":16,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 15, "stacking": {"mode": "normal"}}, + "unit": "short", + "min": 0 + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"table","placement":"bottom","calcs":["lastNotNull","max"]}}, "targets": [ - { - "datasource": "Prometheus", - "expr": "sum(dbaas_worker_count)", - "legendFormat": "total" + {"datasource":"Prometheus","expr":"sum(dbaas_worker_count{role=\"leader\"})","legendFormat":"leader"}, + {"datasource":"Prometheus","expr":"sum(dbaas_worker_count{role=\"follower\"})","legendFormat":"followers"} + ] + }, + { + "id": 31, "type": "timeseries", "title": "Scale Events", + "description": "Autoscaler scale-up and scale-down decisions over time. Each spike corresponds to a follower being spawned or terminated.", + "gridPos": {"x":16,"y":32,"w":8,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "palette-classic"}, + "custom": {"lineWidth": 2, "fillOpacity": 10}, + "unit": "short" } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"list","placement":"bottom"}}, + "targets": [ + {"datasource":"Prometheus","expr":"rate(dbaas_autoscale_events_total{direction=\"up\"}[1m]) * 60","legendFormat":"scale-up events/min"}, + {"datasource":"Prometheus","expr":"rate(dbaas_autoscale_events_total{direction=\"down\"}[1m]) * 60","legendFormat":"scale-down events/min"} ] }, + + { "id": 500, "type": "row", "title": "🚨 Failure Detection & Recovery", "gridPos": {"x":0,"y":40,"w":24,"h":1}, "collapsed": false }, + { - "id": 6, - "type": "stat", - "title": "Leader Elections", - "gridPos": {"x": 6, "y": 16, "w": 6, "h": 4}, + "id": 40, "type": "timeseries", "title": "HTTP Error Rate (Nginx → Workers)", + "description": "Rate of 5xx responses from orchestrator's FastAPI (as seen by Prometheus instrumentator). A spike here often precedes a failure detection event.", + "gridPos": {"x":0,"y":41,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "custom": {"lineWidth": 2, "fillOpacity": 15}, + "unit": "reqps", + "thresholds": { + "steps": [{"color":"green","value":0},{"color":"orange","value":0.01},{"color":"red","value":0.1}] + } + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"list","placement":"bottom"}}, "targets": [ { "datasource": "Prometheus", - "expr": "dbaas_leader_elections_total", - "legendFormat": "elections" + "expr": "sum(rate(http_requests_total{status=~\"5..\",job=\"workers\"}[1m]))", + "legendFormat": "worker 5xx/s" + }, + { + "datasource": "Prometheus", + "expr": "sum(rate(http_requests_total{status=~\"5..\",job=\"orchestrator\"}[1m]))", + "legendFormat": "orchestrator 5xx/s" } ] }, { - "id": 7, - "type": "stat", - "title": "Kafka Write Offset", - "gridPos": {"x": 12, "y": 16, "w": 6, "h": 4}, + "id": 41, "type": "timeseries", "title": "Request Success Rate", + "description": "Percentage of successful (non-5xx) requests across leader and followers. Should stay at 100% under normal operation. Dips indicate upstream failures detected by Nginx.", + "gridPos": {"x":12,"y":41,"w":12,"h":8}, + "fieldConfig": { + "defaults": { + "color": {"mode": "thresholds"}, + "custom": {"lineWidth": 2, "fillOpacity": 10}, + "unit": "percentunit", + "min": 0, "max": 1, + "thresholds": { + "steps": [{"color":"red","value":0},{"color":"orange","value":0.95},{"color":"green","value":0.99}] + } + } + }, + "options": {"tooltip":{"mode":"multi"},"legend":{"displayMode":"list","placement":"bottom"}}, "targets": [ { "datasource": "Prometheus", - "expr": "dbaas_kafka_offset", - "legendFormat": "offset" + "expr": "sum(rate(http_requests_total{status!~\"5..\",job=\"workers\"}[1m])) / sum(rate(http_requests_total{job=\"workers\"}[1m]))", + "legendFormat": "worker success rate" } ] }, { - "id": 8, - "type": "stat", - "title": "Auto-scale Events", - "gridPos": {"x": 18, "y": 16, "w": 6, "h": 4}, - "targets": [ - { - "datasource": "Prometheus", - "expr": "sum(dbaas_autoscale_events_total)", - "legendFormat": "events" + "id": 42, "type": "timeseries", "title": "Leader Election Timeline", + "description": "Value advances every time a leader election completes. Useful for correlating with latency spikes and follower count changes — each step here is a failover event.", + "gridPos": {"x":0,"y":49,"w":24,"h":6}, + "fieldConfig": { + "defaults": { + "color": {"mode": "fixed", "fixedColor": "orange"}, + "custom": {"lineWidth": 2, "fillOpacity": 20, "drawStyle": "bars"}, + "unit": "short" } + }, + "options": {"tooltip":{"mode":"single"},"legend":{"displayMode":"list","placement":"bottom"}}, + "targets": [ + {"datasource":"Prometheus","expr":"increase(dbaas_leader_elections_total[1m])","legendFormat":"elections in last 1m"} ] } + ] } diff --git a/Orchestrator/prometheus/prometheus.yml b/Orchestrator/prometheus/prometheus.yml index 6e62c3e..453f4e4 100644 --- a/Orchestrator/prometheus/prometheus.yml +++ b/Orchestrator/prometheus/prometheus.yml @@ -1,5 +1,6 @@ global: - scrape_interval: 30s + scrape_interval: 10s + evaluation_interval: 10s scrape_configs: - job_name: orchestrator @@ -9,4 +10,4 @@ scrape_configs: - job_name: workers http_sd_configs: - url: 'http://orchestrator:80/api/v1/prometheus/targets' - refresh_interval: 30s + refresh_interval: 15s diff --git a/README.md b/README.md index 930ff16..947dca8 100644 --- a/README.md +++ b/README.md @@ -148,7 +148,7 @@ The cluster is ready when the orchestrator logs show `"Scheduler started"`. | Orchestrator API | http://localhost:8080 | | Nginx (data plane) | http://localhost:80 | | Workload Generator | http://localhost:8089 | -| Grafana | http://localhost:3001   `admin` / `dbaas` | +| Grafana | http://localhost:3001 | | Prometheus | http://localhost:9090 | ```bash diff --git a/docker-compose-local.yml b/docker-compose-local.yml index df6e2be..709990e 100644 --- a/docker-compose-local.yml +++ b/docker-compose-local.yml @@ -161,6 +161,8 @@ services: container_name: grafana environment: - GF_SECURITY_ADMIN_PASSWORD=dbaas + - GF_AUTH_ANONYMOUS_ENABLED=true + - GF_AUTH_ANONYMOUS_ORG_ROLE=Admin - GF_LOG_LEVEL=warn - GF_ANALYTICS_CHECK_FOR_UPDATES=false - GF_ANALYTICS_REPORTING_ENABLED=false diff --git a/frontend/src/hooks/useTopology.js b/frontend/src/hooks/useTopology.js index 641b9ab..3e29ae9 100644 --- a/frontend/src/hooks/useTopology.js +++ b/frontend/src/hooks/useTopology.js @@ -11,6 +11,13 @@ export function normalizeWorkerIdentity(worker, fallbackPrefix = 'worker') { return `${fallbackPrefix}:${role}:${procId}`; } +export function workerIdsMatch(a, b) { + if (!a || !b) return false; + const left = String(a); + const right = String(b); + return left === right || left.startsWith(right) || right.startsWith(left); +} + export function useTopology(url, events = []) { const [nodes, setNodes] = useState([]); const [edges, setEdges] = useState([]); @@ -79,38 +86,43 @@ export function useTopology(url, events = []) { const sourceFollowerId = source.startsWith('follower-') ? source.slice('follower-'.length) : null; const contId = latestEvent.cont_id || sourceFollowerId; - // Immediately mark node as crashing — no API round-trip needed - if (type === 'worker_crashing' && contId) { - crashingIds.current.add(contId); - } - - if (type === 'worker_joined' && contId) { - recoveringIds.current.add(contId); - } + const applyEventPatch = async () => { + // Immediately mark node as crashing — no API round-trip needed + if (type === 'worker_crashing' && contId) { + crashingIds.current.add(contId); + setNodes(prev => prev.map(node => ( + workerIdsMatch(node.id, contId) + ? { ...node, status: 'crashing' } + : node + ))); + } - if (type === 'recovery_complete' && contId) { - recoveringIds.current.delete(contId); - } + if (type === 'worker_joined' && contId) { + recoveringIds.current.add(contId); + } - // Events that require a topology refresh - const topoRefreshEvents = [ - 'leader_elected', - 'worker_joined', 'follower_spawned', 'slave_spawned', - 'worker_terminated', 'follower_terminated', 'slave_terminated', - 'recovery_complete', - ]; - - if (topoRefreshEvents.includes(type)) { - const isTermination = ['worker_terminated', 'follower_terminated', 'slave_terminated'].includes(type); - if (isTermination && contId) { - crashingIds.current.delete(contId); + if (type === 'recovery_complete' && contId) { recoveringIds.current.delete(contId); } - const refresh = async () => { + + // Events that require a topology refresh + const topoRefreshEvents = [ + 'leader_elected', + 'worker_joined', 'follower_spawned', 'slave_spawned', + 'worker_terminated', 'follower_terminated', 'slave_terminated', + 'recovery_complete', + ]; + + if (topoRefreshEvents.includes(type)) { + const isTermination = ['worker_terminated', 'follower_terminated', 'slave_terminated'].includes(type); + if (isTermination && contId) { + crashingIds.current.delete(contId); + recoveringIds.current.delete(contId); + } await fetchTopology(); - }; - void refresh(); - } + } + }; + void applyEventPatch(); }, [events, fetchTopology]); return { nodes, edges }; From 41da1aba5324e41be538882543ae59aa34d30273 Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sat, 4 Apr 2026 23:50:12 -0700 Subject: [PATCH 5/6] feat: implement worker readiness state, refine Nginx proxy timeouts, and improve failure detection logic with container IP mapping. --- Orchestrator/orch/failure_detection.py | 112 ++++++++++++++++------- Orchestrator/orch/nginx_config.py | 37 +++----- Orchestrator/orch/orch.py | 9 +- Orchestrator/orch/scaling.py | 63 ++++++++++--- Orchestrator/orch/state.py | 5 + Orchestrator/orch/zk_watcher.py | 51 +++++++++-- Orchestrator/worker/follower.py | 34 +++++-- Orchestrator/worker/leader.py | 46 +++++++--- Orchestrator/worker/leader_snapshot.py | 5 + Orchestrator/worker/worker.py | 9 +- frontend/src/components/MetricsPanel.jsx | 102 +++++++++++---------- 11 files changed, 327 insertions(+), 146 deletions(-) diff --git a/Orchestrator/orch/failure_detection.py b/Orchestrator/orch/failure_detection.py index 8ab4752..92ee901 100644 --- a/Orchestrator/orch/failure_detection.py +++ b/Orchestrator/orch/failure_detection.py @@ -58,23 +58,28 @@ def _extract_upstream_host(upstream: str) -> str: return first.split(":")[0].strip() -def _resolve_cont_id_from_upstream(upstream: str) -> str: - host = _extract_upstream_host(upstream) - if not host: - return "" +def _resolve_stale_cont_ids_from_upstream(upstream: str) -> list[str]: + """Finds all container IDs sharing a given IP. In Docker recycle scenarios, multiple might exist.""" + host = upstream.split(":")[0] + results = [] + if not state.zk: + return results + try: - for c in state.zk.get_children("/t"): + children = state.zk.get_children("/t") + for c in children: if not c.startswith("worker"): continue - data, _ = state.zk.get("/t/" + c) - if not data: - continue - res_dict = json.loads(data.decode("utf-8")) - if res_dict.get("cont_id") == host: - return host + try: + data, _ = state.zk.get("/t/" + c) + res_dict = json.loads(data.decode("utf-8")) + if res_dict.get("cont_ip") == host or res_dict.get("cont_id") == host: + results.append(res_dict.get("cont_id", host)) + except Exception: + pass except Exception: pass - return "" + return list(set(results)) def _split_csv(raw: str) -> list[str]: @@ -114,20 +119,57 @@ def _probe_and_handle_failure(cont_id: str, upstream: str, upstream_status: str, _failure_probe_inflight.add(cont_id) try: + # 1. Fetch current ZK status. If the worker is not even in ZK or not ready, + # we should be very careful about killing it based on external signals. + is_ready_in_zk = False + try: + for child in state.zk.get_children("/t"): + if not child.startswith("worker"): continue + data, _ = state.zk.get(f"/t/{child}") + res_dict = json.loads(data.decode("utf-8")) + if res_dict.get("cont_id") == cont_id: + is_ready_in_zk = res_dict.get("ready", False) + break + except Exception: + pass + + # 2. If the worker has not yet marked itself ready in ZK, never act on nginx + # failure signals. The transition window (follower.py killed → leader.py not yet + # listening, or new follower still recovering) produces real 502s that must not + # trigger a kill. ZK ephemeral-node expiry handles truly stuck workers. + if not is_ready_in_zk: + logger.info("Ignoring failure signal for not-ready worker", extra={"cont_id": cont_id}) + return + + # Booting: worker recently joined or changed role — probe more patiently. + grace_period = 5.0 + start_ts = state.worker_role_ts.get(cont_id, 0.0) + is_booting = (now - start_ts) < grace_period + + # Booting: 10 checks every 0.6s -> ~6s total. + # Established: 3 checks every 0.2s -> ~0.6s total. + num_checks = 10 if is_booting else 3 + wait_interval = 0.6 if is_booting else 0.2 + healthy = False - for _ in range(2): + reported_id = None + for i in range(num_checks): try: - resp = requests.get(f"http://{cont_id}:8000/health", timeout=0.75) + resp = requests.get(f"http://{upstream}/health", timeout=0.4) if resp.status_code == 200: healthy = True + reported_id = resp.json().get("id") break except Exception: pass - time.sleep(0.15) + time.sleep(wait_interval) - if healthy: + if healthy and reported_id == cont_id: + logger.info("Probe confirmed worker is healthy and identity matches", extra={"cont_id": cont_id}) return + # If it's NOT booting but still not ready after all probes, confirm failure. + logger.info("Probe confirmed worker failure; resolving", extra={"cont_id": cont_id, "is_booting": is_booting, "is_ready": is_ready_in_zk}) emit( state.kafka_broker, "orchestrator", @@ -164,19 +206,25 @@ def _probe_failed_upstreams(upstream: str, upstream_status: str, request_uri: st def handle_upstream_signal(kind: str, upstream: str, upstream_status: str, request_uri: str) -> Response: - if kind == "failure": - cont_id = _resolve_cont_id_from_upstream(upstream) - if cont_id: - threading.Thread( - target=_probe_and_handle_failure, - args=(cont_id, upstream, upstream_status, request_uri), - daemon=True, - ).start() - return Response( - content="upstream failure", - status_code=_status_from_upstream_status(upstream_status), - media_type="text/plain", - ) - - _probe_failed_upstreams(upstream, upstream_status, request_uri) - return Response(content="ok", status_code=204, media_type="text/plain") + # Process both explicit failures and observations that might contain partial failures + if kind in ["failure", "observe"]: + addrs = _split_csv(upstream) + stats = _split_csv(upstream_status) + + for addr, status in zip(addrs, stats): + # If this specific node failed, trigger a probe + if status in ["502", "503", "504", "404"]: + logger.info("Handling potential node failure from signal", extra={"upstream": addr, "status": status, "kind": kind}) + cont_ids = _resolve_stale_cont_ids_from_upstream(addr) + if cont_ids: + for cid in cont_ids: + threading.Thread( + target=_probe_and_handle_failure, + args=(cid, addr, status, request_uri), + daemon=True, + ).start() + + return Response( + content="signal received", + status_code=200, + ) diff --git a/Orchestrator/orch/nginx_config.py b/Orchestrator/orch/nginx_config.py index 96467b3..5ed6401 100644 --- a/Orchestrator/orch/nginx_config.py +++ b/Orchestrator/orch/nginx_config.py @@ -29,11 +29,6 @@ def render_proxy_config(leader_addr: str | None, follower_addrs: list[str]) -> t {followers_block} }} -map $upstream_status $report_upstream_outcome {{ - default 1; - "~^[ ]*2[0-9]{{2}}[ ]*$" 0; -}} - server {{ listen 80; resolver 127.0.0.11 ipv6=off; @@ -42,6 +37,10 @@ def render_proxy_config(leader_addr: str | None, follower_addrs: list[str]) -> t location /write {{ proxy_pass http://leader_upstream; proxy_set_header X-Request-ID $request_id; + proxy_connect_timeout 500ms; + proxy_read_timeout 1s; + proxy_next_upstream error timeout invalid_header http_502 http_504; + proxy_next_upstream_tries 1; proxy_intercept_errors on; error_page 502 503 504 = @upstream_failure; }} @@ -50,24 +49,10 @@ def render_proxy_config(leader_addr: str | None, follower_addrs: list[str]) -> t proxy_pass http://follower_upstream; proxy_set_header X-Request-ID $request_id; proxy_connect_timeout 250ms; - proxy_read_timeout 2s; - proxy_next_upstream error timeout invalid_header http_500 http_502 http_503 http_504; - proxy_next_upstream_tries 3; - proxy_next_upstream_timeout 2s; + proxy_read_timeout 1s; + proxy_next_upstream_tries 1; proxy_intercept_errors on; error_page 502 503 504 = @upstream_failure; - post_action @report_upstream_outcome; - }} - - location @report_upstream_outcome {{ - internal; - if ($report_upstream_outcome = 0) {{ return 204; }} - proxy_intercept_errors off; - proxy_pass_request_body off; - proxy_set_header Content-Length ""; - proxy_connect_timeout 250ms; - proxy_read_timeout 250ms; - proxy_pass http://orchestrator/internal/upstream_signal?kind=observe&upstream=$upstream_addr&upstream_status=$upstream_status&request_uri=$request_uri; }} location @upstream_failure {{ @@ -75,10 +60,12 @@ def render_proxy_config(leader_addr: str | None, follower_addrs: list[str]) -> t proxy_intercept_errors off; proxy_pass_request_body off; proxy_set_header Content-Length ""; - proxy_set_header X-Request-ID $request_id; - proxy_connect_timeout 500ms; - proxy_read_timeout 500ms; - proxy_pass http://orchestrator/internal/upstream_signal?kind=failure&upstream=$upstream_addr&upstream_status=$upstream_status&request_uri=$request_uri; + proxy_set_header X-Upstream-Kind failure; + proxy_set_header X-Upstream-Addr $upstream_addr; + proxy_set_header X-Upstream-Status $upstream_status; + proxy_set_header X-Upstream-URI $request_uri; + rewrite ^.*$ /internal/upstream_signal break; + proxy_pass http://orchestrator; }} location = /internal/proxy-config-version {{ diff --git a/Orchestrator/orch/orch.py b/Orchestrator/orch/orch.py index d0e84f2..2c6c36c 100644 --- a/Orchestrator/orch/orch.py +++ b/Orchestrator/orch/orch.py @@ -183,10 +183,11 @@ def nginx_bootstrap_config(): @app.api_route('/internal/upstream_signal', methods=['GET', 'POST']) def upstream_signal(request: Request): - kind = (request.query_params.get("kind", "observe") or "observe").strip().lower() - upstream = request.query_params.get("upstream", "") - upstream_status = request.query_params.get("upstream_status", "") - request_uri = request.query_params.get("request_uri", "") + h = request.headers + kind = (h.get("X-Upstream-Kind") or request.query_params.get("kind", "observe") or "observe").strip().lower() + upstream = h.get("X-Upstream-Addr") or request.query_params.get("upstream", "") + upstream_status = h.get("X-Upstream-Status") or request.query_params.get("upstream_status", "") + request_uri = h.get("X-Upstream-URI") or request.query_params.get("request_uri", "") return handle_upstream_signal(kind, upstream, upstream_status, request_uri) @app.get('/getpid/{cont_id}') diff --git a/Orchestrator/orch/scaling.py b/Orchestrator/orch/scaling.py index 7a1c540..8dbcced 100644 --- a/Orchestrator/orch/scaling.py +++ b/Orchestrator/orch/scaling.py @@ -52,28 +52,67 @@ def _current_followers(): def _set_follower_target(total_follower: int, *, trigger: str): total_follower = max(1, int(total_follower)) - followers = _current_followers() - cur_follower = len(followers) + + # 1. Gather all current workers to identify the leader and followers + try: + children = state.zk.get_children("/t") + worker_nodes = [c for c in children if c.startswith("worker")] + except Exception: + worker_nodes = [] + + leader_count = 0 + all_followers = [] + for wname in worker_nodes: + try: + data, _ = state.zk.get("/t/" + wname) + res_dict = json.loads(data.decode("utf-8")) + if res_dict.get("leader"): + leader_count += 1 + else: + res_dict["name"] = wname + all_followers.append(res_dict) + except Exception: + pass + + cur_follower = len(all_followers) dif_follower = total_follower - cur_follower state.req_followers = total_follower if dif_follower > 0: for i in range(dif_follower): state.pending_spawns += 1 - spawn_worker() - if state.autoscale_events_counter is not None: - state.autoscale_events_counter.labels(direction="up").inc() - emit(state.kafka_broker, "orchestrator", "follower_spawned", trigger=trigger) + try: + spawn_worker() + if state.autoscale_events_counter is not None: + state.autoscale_events_counter.labels(direction="up").inc() + emit(state.kafka_broker, "orchestrator", "follower_spawned", trigger=trigger) + except Exception as e: + state.pending_spawns = max(0, state.pending_spawns - 1) + logger.error("Scale up failed", extra={"error": str(e)}) elif dif_follower < 0: + # SAFETY GUARD: Do NOT scale down if there is no leader. + # During a leader crash, throughput drops to 0; we must wait for election + # to finish before trimming "idle" followers. + if leader_count == 0: + logger.info("Scaling down deferred: no leader elected", extra={"target": total_follower, "current": cur_follower}) + return + dif_follower = -dif_follower - followers = sorted(followers, key=lambda i: i['proc_id'], reverse=True) - followers = followers[:dif_follower] - for i in followers: - logger.info("Killing worker", extra={"cont_id": i["cont_id"]}) + all_followers = sorted(all_followers, key=lambda i: i['proc_id'], reverse=True) + to_trim = all_followers[:dif_follower] + for i in to_trim: + logger.info("Trimming follower", extra={"cont_id": i["cont_id"]}) emit(state.kafka_broker, "orchestrator", "worker_crashing", cont_id=i["cont_id"]) - state.zk.delete("/t/"+i["name"]) - kill_worker(i["cont_id"]) + # Use quiet=True to handle race conditions where node is already gone + try: + state.zk.delete("/t/"+i["name"]) + except Exception: + pass + try: + kill_worker(i["cont_id"]) + except Exception: + pass if state.autoscale_events_counter is not None: state.autoscale_events_counter.labels(direction="down").inc() emit(state.kafka_broker, "orchestrator", "follower_terminated", trigger=trigger, cont_id=i["cont_id"]) diff --git a/Orchestrator/orch/state.py b/Orchestrator/orch/state.py index 36f4f11..ee6c038 100644 --- a/Orchestrator/orch/state.py +++ b/Orchestrator/orch/state.py @@ -10,6 +10,11 @@ event_loop = None desired_proxy_version = None +# Failure Resolution Caches (populated by zk_watcher.py) +ip_to_id: dict[str, str] = {} +worker_role_ts: dict[str, float] = {} # cont_id -> role_change_timestamp +current_worker_roles: dict[str, bool] = {} # cont_id -> is_leader + # Scaling configuration — can be updated dynamically scaling_interval_seconds = SCALING_INTERVAL_SECONDS scaling_rps_per_worker = SCALING_RPS_PER_WORKER diff --git a/Orchestrator/orch/zk_watcher.py b/Orchestrator/orch/zk_watcher.py index 8f6487a..a5294c3 100644 --- a/Orchestrator/orch/zk_watcher.py +++ b/Orchestrator/orch/zk_watcher.py @@ -51,7 +51,7 @@ def get_proxy_targets(worker_nodes): addr = f"{res_dict['cont_id']}:8000" if res_dict.get("leader"): leader_addr = addr - else: + elif res_dict.get("ready", True): follower_addrs.append(addr) except Exception: pass @@ -63,6 +63,30 @@ def update_proxy_from_workers(worker_nodes, *, trigger: str): leader_addr, follower_addrs = get_proxy_targets(worker_nodes) reconcile_nginx_upstream(leader_addr, follower_addrs, trigger=trigger) +def _update_state_caches(worker_nodes): + new_ip_to_id = {} + new_roles = {} + now = time.monotonic() + + for wname in worker_nodes: + try: + data, _ = state.zk.get("/t/" + wname) + res_dict = json.loads(data.decode("utf-8")) + cid = res_dict.get("cont_id", wname) + is_leader = res_dict.get("leader", False) + + new_roles[cid] = is_leader + if "cont_ip" in res_dict: + new_ip_to_id[res_dict["cont_ip"]] = cid + + if cid not in state.worker_role_ts or state.current_worker_roles.get(cid) != is_leader: + logger.info("Worker joined or changed role; resetting grace period", extra={"cont_id": cid, "is_leader": is_leader}) + state.worker_role_ts[cid] = now + except Exception: + pass + + state.ip_to_id = new_ip_to_id + state.current_worker_roles = new_roles def sync_proxy_from_zk(): if state.zk is None: @@ -70,26 +94,29 @@ def sync_proxy_from_zk(): try: worker_nodes = [c for c in state.zk.get_children("/t") if c.startswith("worker")] + _update_state_caches(worker_nodes) + update_proxy_from_workers(worker_nodes, trigger="orchestrator_startup") except Exception as e: logger.warning("Failed to load workers for proxy sync", extra={"error": str(e)}) - return - - update_proxy_from_workers(worker_nodes, trigger="orchestrator_startup") def watch_workers(children): logger.info("ZK children changed", extra={"children": children}) worker_nodes = [c for c in children if c.startswith("worker")] - # 0. Build current worker identity map (worker_name -> cont_id) + # 0. Build current worker identity map and detect role changes + _update_state_caches(worker_nodes) + current_ids = {} for wname in worker_nodes: try: data, _ = state.zk.get("/t/" + wname) res_dict = json.loads(data.decode("utf-8")) - current_ids[wname] = res_dict.get("cont_id", wname) + cid = res_dict.get("cont_id", wname) + current_ids[wname] = cid except Exception: pass + new_count = len(worker_nodes) # Emit join/leave events (skip on the very first call to avoid flood) if state.seen_worker_ids is not None: @@ -154,7 +181,10 @@ def watch_workers(children): for follower in follower_nodes[:excess]: logger.info("Trimming extra follower", extra={"cont_id": follower["cont_id"]}) emit(state.kafka_broker, "orchestrator", "worker_crashing", cont_id=follower["cont_id"]) - state.zk.delete("/t/" + follower["name"]) + try: + state.zk.delete("/t/" + follower["name"]) + except Exception: + pass kill_worker(follower["cont_id"]) if state.autoscale_events_counter is not None: state.autoscale_events_counter.labels(direction="down").inc() @@ -165,6 +195,7 @@ def watch_workers(children): emit(state.kafka_broker, "orchestrator", "leader_election_started", reason="no leader found") best_dict["leader"] = True + best_dict["ready"] = False # NEW: Force recovery period res_bytes = json.dumps(best_dict).encode('utf-8') state.zk.set("/t/" + best_name, res_bytes) duration_ms = round((time.monotonic() - election_start) * 1000, 2) @@ -175,7 +206,11 @@ def watch_workers(children): emit(state.kafka_broker, "orchestrator", "leader_elected", new_leader=best_dict.get("cont_id", ""), duration_ms=duration_ms) - # 4. Update routing to point to the correct leader and followers + # 4. Refresh state caches BEFORE updating nginx so that grace-period timestamps + # for the newly-promoted leader are in place before any 502s start arriving. + _update_state_caches(worker_nodes) + + # 5. Update routing to point to the correct leader and followers. update_proxy_from_workers(worker_nodes, trigger="topology_change") diff --git a/Orchestrator/worker/follower.py b/Orchestrator/worker/follower.py index f8afff9..1e71aea 100644 --- a/Orchestrator/worker/follower.py +++ b/Orchestrator/worker/follower.py @@ -37,17 +37,22 @@ stats_lock = threading.Lock() def telemetry_worker(): - """Background thread to emit aggregated metrics every 5 seconds.""" + """Background thread to emit aggregated metrics every 1 second.""" while True: - time.sleep(5) + time.sleep(1) with stats_lock: - avg_latency = (telemetry_stats["read_latency_sum"] / telemetry_stats["read_count"]) if telemetry_stats["read_count"] > 0 else 0 - emit(KAFKA_BROKER, f"follower-{FOLLOWER_ID}", "telemetry_snapshot", - read_count=telemetry_stats["read_count"], - avg_read_latency_ms=round(avg_latency, 2), - lag_ms=round(telemetry_stats["latest_lag"], 2)) + # Atomic swap to avoid missing requests during calculation + stats_copy = telemetry_stats.copy() telemetry_stats["read_count"] = 0 telemetry_stats["read_latency_sum"] = 0 + # latest_lag is not reset as it's a current measurement + + avg_latency = (stats_copy["read_latency_sum"] / stats_copy["read_count"]) if stats_copy["read_count"] > 0 else 0 + + emit(KAFKA_BROKER, f"follower-{FOLLOWER_ID}", "telemetry_snapshot", + read_count=stats_copy["read_count"], + avg_read_latency_ms=round(avg_latency, 2), + replica_lag_ms=stats_copy["latest_lag"]) threading.Thread(target=telemetry_worker, daemon=True).start() @@ -64,6 +69,20 @@ def telemetry_worker(): _zk.start() _zk.ensure_path("/t/snapshots") +def _set_ready(): + try: + for c in _zk.get_children("/t"): + if c.startswith("worker"): + data, _ = _zk.get(f"/t/{c}") + res = json.loads(data.decode()) + if res.get("cont_id") == FOLLOWER_ID: + res["ready"] = True + _zk.set(f"/t/{c}", json.dumps(res).encode()) + logger.info("Follower marked as ready") + return + except Exception as e: + logger.warning("Failed to mark follower as ready", extra={"error": str(e)}) + ############ SyncQ Consumer (background thread) ############ def sync_consumer(): @@ -252,4 +271,5 @@ def _start_sync(): emit(KAFKA_BROKER, f"follower-{FOLLOWER_ID}", "recovery_complete") t = threading.Thread(target=_start_sync, daemon=True) t.start() + _set_ready() uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/Orchestrator/worker/leader.py b/Orchestrator/worker/leader.py index e66ca33..367dd01 100644 --- a/Orchestrator/worker/leader.py +++ b/Orchestrator/worker/leader.py @@ -32,6 +32,8 @@ kv = KVStore("/data/rideshare.ldb") write_counter = 0 +write_counter_lock = threading.Lock() +last_snapshot_time = time.monotonic() ############ Telemetry Aggregation ############ @@ -39,18 +41,21 @@ stats_lock = threading.Lock() def telemetry_worker(): - """Background thread to emit aggregated metrics every 5 seconds.""" + """Background thread to emit aggregated metrics every 1 second.""" while True: - time.sleep(5) + time.sleep(1) with stats_lock: - avg_latency = (write_stats["latency_sum"] / write_stats["count"]) if write_stats["count"] > 0 else 0 - emit(KAFKA_BROKER, f"leader-{LEADER_ID}", "telemetry_snapshot", - count=write_stats["count"], - avg_latency_ms=round(avg_latency, 2), - kafka_offset=write_stats["max_offset"]) + # Atomic swap + stats_copy = write_stats.copy() write_stats["count"] = 0 write_stats["latency_sum"] = 0 + avg_latency = (stats_copy["latency_sum"] / stats_copy["count"]) if stats_copy["count"] > 0 else 0 + emit(KAFKA_BROKER, f"leader-{LEADER_ID}", "telemetry_snapshot", + count=stats_copy["count"], + avg_latency_ms=round(avg_latency, 2), + kafka_offset=stats_copy["max_offset"]) + threading.Thread(target=telemetry_worker, daemon=True).start() ############ Prometheus metrics ############ @@ -66,6 +71,20 @@ def telemetry_worker(): _zk.start() _zk.ensure_path("/t/snapshots") +def _set_ready(): + try: + for c in _zk.get_children("/t"): + if c.startswith("worker"): + data, _ = _zk.get(f"/t/{c}") + res = json.loads(data.decode()) + if res.get("cont_id") == LEADER_ID: + res["ready"] = True + _zk.set(f"/t/{c}", json.dumps(res).encode()) + logger.info("Leader marked as ready") + return + except Exception as e: + logger.warning("Failed to mark leader as ready", extra={"error": str(e)}) + ############ Kafka Producer ############ def _make_kafka_producer(): @@ -209,12 +228,17 @@ def write(req: WriteRequest): write_stats["latency_sum"] += latency_ms write_stats["max_offset"] = max(write_stats["max_offset"], offset) - write_counter += 1 - if write_counter >= SNAPSHOT_INTERVAL: - write_counter = 0 - _snapshotter.trigger() + with write_counter_lock: + global write_counter, last_snapshot_time + write_counter += 1 + should_snap = write_counter >= SNAPSHOT_INTERVAL or (time.monotonic() - last_snapshot_time) > 120 + if should_snap: + write_counter = 0 + last_snapshot_time = time.monotonic() + _snapshotter.trigger() return {"status": "ok"} if __name__ == "__main__": + _set_ready() uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/Orchestrator/worker/leader_snapshot.py b/Orchestrator/worker/leader_snapshot.py index 4cb19f7..9a774f1 100644 --- a/Orchestrator/worker/leader_snapshot.py +++ b/Orchestrator/worker/leader_snapshot.py @@ -78,7 +78,12 @@ def _take_snapshot(self): write_snapshot(self._kv.snapshot_dict()) write_meta({"kafka_offset": offset, "kafka_partition": KAFKA_PARTITION, "ts": datetime.utcnow().isoformat()}) + + # 1. Update global latest offset zk_set(self._zk, "/t/snapshots/latest_offset", str(offset).encode()) + # 2. Update leader-specific offset (so orchestrator sees our progress during elections) + zk_set(self._zk, f"/t/snapshots/{self._leader_id}", str(offset).encode()) + self._publish({"type": SYNC_MSG_SNAPSHOT, "kafka_offset": offset, "kafka_partition": KAFKA_PARTITION, "ts": datetime.utcnow().isoformat()}) # Update gauge and emit event diff --git a/Orchestrator/worker/worker.py b/Orchestrator/worker/worker.py index fbdb94a..b83b65f 100644 --- a/Orchestrator/worker/worker.py +++ b/Orchestrator/worker/worker.py @@ -16,6 +16,11 @@ ############ Creating Z-node ############ cont_id = socket.gethostname() +try: + cont_ip = socket.gethostbyname(cont_id) +except Exception: + cont_ip = "" + # Connect to Orchestrator with retry url = f'http://{ORCHESTRATOR_HOST}/getpid/{cont_id}' while True: @@ -30,8 +35,10 @@ data = { "cont_id":cont_id, + "cont_ip":cont_ip, "proc_id":proc_id, - "leader":False + "leader":False, + "ready":False } res_bytes = json.dumps(data).encode('utf-8') diff --git a/frontend/src/components/MetricsPanel.jsx b/frontend/src/components/MetricsPanel.jsx index ce05b82..a7ed931 100644 --- a/frontend/src/components/MetricsPanel.jsx +++ b/frontend/src/components/MetricsPanel.jsx @@ -11,7 +11,7 @@ function parseUtcMs(ts) { } const WINDOW_SEC = 300; // 5 minutes -const BUCKET_SEC = 5; // one bucket per telemetry interval +const BUCKET_SEC = 1; // one bucket per telemetry interval function useRollingMetric(events, valueKey, nowMs) { return useMemo(() => { @@ -39,14 +39,14 @@ function useRollingMetric(events, valueKey, nowMs) { b.sum += val; b.count += 1; } else if (valueKey === 'avg_latency_ms' || valueKey === 'avg_read_latency_ms') { - if (val > 0) { - const weight = Number(e.count || e.read_count || 1); - b.latencyWeightedSum += val * weight; - b.latencyWeight += weight; - } + const val = Number(e[valueKey] || 0); + const weight = Number(e.count || e.read_count || 1); + b.latencyWeightedSum += (val * weight); + b.latencyWeight += weight; b.count += 1; - } else if (valueKey === 'lag_ms') { - b.sum = Math.max(b.sum, val); + } else if (valueKey === 'replica_lag_ms' || valueKey === 'lag_ms') { + const val = Number(e.replica_lag_ms || e.lag_ms || 0); + b.sum = Math.max(b.sum, val); // Max lag in the bucket b.count = 1; } } @@ -68,14 +68,14 @@ function useRollingMetric(events, valueKey, nowMs) { let value = 0; if (valueKey === 'count' || valueKey === 'read_count') { - value = b.sum; // total ops in this 5s bucket - } else if (valueKey === 'lag_ms') { - value = b.sum; - } else { + value = b.sum / BUCKET_SEC; + } else if (valueKey === 'avg_latency_ms' || valueKey === 'avg_read_latency_ms') { // weighted average latency value = b.latencyWeight > 0 ? b.latencyWeightedSum / b.latencyWeight : 0; + } else if (valueKey === 'lag_ms') { + value = b.sum; } - data.push({ time: label, value: Number(value.toFixed(2)) }); + data.push({ time: label, value: Number(value.toFixed(2)), nodeCount: b.count, timestamp: tsMs }); } return data; }, [events, valueKey, nowMs]); @@ -89,45 +89,55 @@ export function MetricsPanel({ events }) { return () => clearInterval(timer); }, []); - const writeThroughput = useRollingMetric(events, 'count', nowMs); - const readThroughput = useRollingMetric(events, 'read_count', nowMs); - const writeLatency = useRollingMetric(events, 'avg_latency_ms', nowMs); - const readLatency = useRollingMetric(events, 'avg_read_latency_ms', nowMs); + const writeThroughput = useRollingMetric(events, 'count', nowMs); + const readThroughput = useRollingMetric(events, 'read_count', nowMs); + const writeLatency = useRollingMetric(events, 'avg_latency_ms', nowMs); + const readLatency = useRollingMetric(events, 'avg_read_latency_ms', nowMs); const renderChart = (title, data, color) => ( -
-

{title}

- - - - - (val > 0 && val < 5) ? val.toFixed(1) : Math.round(val)} - /> - - - - +
+

{title}

+
+ + + + + (val > 0 && val < 5) ? val.toFixed(1) : Math.round(val)} + /> + [`${value}`, title]} + /> + + + +
); return (
- {renderChart('Write Throughput (ops/5s)', writeThroughput, 'var(--color-healthy)')} - {renderChart('Read Throughput (ops/5s)', readThroughput, 'var(--color-kafka)')} - {renderChart('Write Latency avg (ms)', writeLatency, 'var(--color-zookeeper)')} - {renderChart('Read Latency avg (ms)', readLatency, 'var(--color-follower)')} + {renderChart('Write Throughput (ops/sec)', writeThroughput, 'var(--color-healthy)')} + {renderChart('Read Throughput (ops/sec)', readThroughput, 'var(--color-kafka)')} + {renderChart('Write Latency (ms)', writeLatency, 'var(--color-leader)')} + {renderChart('Read Latency (ms)', readLatency, 'var(--color-follower)')}
); -} +}; From ec0d3b7213b942b9cc2a3d93540e0a4bb006a4b0 Mon Sep 17 00:00:00 2001 From: chandan-m Date: Sun, 5 Apr 2026 00:01:17 -0700 Subject: [PATCH 6/6] docs: add architecture and monitoring screenshots to README --- README.md | 8 ++------ _docs/screenshots/grafana-dashboard.png | Bin 0 -> 380058 bytes _docs/screenshots/topology-failover.png | Bin 0 -> 238339 bytes _docs/screenshots/workload-kpis.png | Bin 0 -> 413659 bytes 4 files changed, 2 insertions(+), 6 deletions(-) create mode 100644 _docs/screenshots/grafana-dashboard.png create mode 100644 _docs/screenshots/topology-failover.png create mode 100644 _docs/screenshots/workload-kpis.png diff --git a/README.md b/README.md index 947dca8..20f3ad3 100644 --- a/README.md +++ b/README.md @@ -36,18 +36,14 @@ When Nginx detects an upstream failure it calls back to the orchestrator, which **Topology graph + event stream during a leader failover** -![Topology graph](docs/screenshots/topology-failover.png) +![Topology graph](_docs/screenshots/topology-failover.png) *Leader crash → election → new leader promoted → Nginx config reconciled. Visible in the event log in real time.* **Workload tab — live KPIs under load** -![Workload tab](docs/screenshots/workload-kpis.png) +![Workload tab](_docs/screenshots/workload-kpis.png) *p50/p95/p99 latency, reads/writes per second, error count, rolling time-series chart. Autoscaler spawning followers visible in the topology graph simultaneously.* -**Grafana dashboard** - -![Grafana](docs/screenshots/grafana-dashboard.png) -*Write throughput, Kafka offset lag, replica lag per follower, leader election count — scraped via Prometheus HTTP Service Discovery from live worker containers.* --- diff --git a/_docs/screenshots/grafana-dashboard.png b/_docs/screenshots/grafana-dashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..c9eb962b79584535f0ea0fb56dd54a2ed970bf54 GIT binary patch literal 380058 zcmeFZcT|(Xwl_=%r36H&h9U|`3mxfAL8K~53%%FS0s%r50qG*Wqlicc>Ai!}dkwv} zP(z1&@!WInx$FDZcaQJ?FKcCG@;uY_p4q>>=QlHiYN#oa-le;Xg@r|`^z!)|EGz;` zEG*m@A_B~l%?Cgr78bUVjl8^ulDs^VhKr-6jlBgH7JH1_CrM>oS@Ph8&45R*?{mG; zdH6`{b=wo)3cimI*&l{3JaVZ`3r*5b=nd6p`I<0;e?vU+p6QX!IU!!B+#4cyQ)a5k zABE+iUZI;j?N__KeFMBQni^JIAZ&J>sPr_N*bQo`wFI`8&{>M0Z}d;7CM%R)wN?u= z?2}=C5y4#s4T5#ot3$pt9gVEq&JQqNkmhomC6J83!jf9;35lM6tW*uTGtY{wvSDBT 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