feat: add foreign key constraints and metrics for blockchain node

apps/pool-hub/migrations/env.py

@@ -0,0 +1,47 @@
+from __future__ import annotations
+
+import asyncio
+from logging.config import fileConfig
+
+from alembic import context
+from sqlalchemy.ext.asyncio import AsyncEngine, create_async_engine
+
+from poolhub.models import Base
+from poolhub.settings import settings
+
+config = context.config
+
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+target_metadata = Base.metadata
+
+
+def _configure_context(connection=None, *, url: str | None = None) -> None:
+    context.configure(
+        connection=connection,
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+    )
+
+
+def run_migrations_offline() -> None:
+    _configure_context(url=settings.postgres_dsn)
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+async def run_migrations_online() -> None:
+    connectable = create_async_engine(settings.postgres_dsn, pool_pre_ping=True)
+    async with connectable.connect() as connection:
+        await connection.run_sync(_configure_context)
+        await connection.run_sync(lambda conn: context.run_migrations())
+    await connectable.dispose()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    asyncio.run(run_migrations_online())

apps/pool-hub/migrations/versions/a58c1f3b3e87_initial_schema.py

@@ -0,0 +1,104 @@
+"""initial schema
+
+Revision ID: a58c1f3b3e87
+Revises: 
+Create Date: 2025-09-27 12:07:40.000000
+
+"""
+
+from __future__ import annotations
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision = "a58c1f3b3e87"
+down_revision = None
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "miners",
+        sa.Column("miner_id", sa.String(length=64), primary_key=True),
+        sa.Column("api_key_hash", sa.String(length=128), nullable=False),
+        sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("NOW()")),
+        sa.Column("last_seen_at", sa.DateTime(timezone=True)),
+        sa.Column("addr", sa.String(length=256)),
+        sa.Column("proto", sa.String(length=32)),
+        sa.Column("gpu_vram_gb", sa.Float()),
+        sa.Column("gpu_name", sa.String(length=128)),
+        sa.Column("cpu_cores", sa.Integer()),
+        sa.Column("ram_gb", sa.Float()),
+        sa.Column("max_parallel", sa.Integer()),
+        sa.Column("base_price", sa.Float()),
+        sa.Column("tags", postgresql.JSONB(astext_type=sa.Text())),
+        sa.Column("capabilities", postgresql.JSONB(astext_type=sa.Text())),
+        sa.Column("trust_score", sa.Float(), server_default="0.5"),
+        sa.Column("region", sa.String(length=64)),
+    )
+
+    op.create_table(
+        "miner_status",
+        sa.Column("miner_id", sa.String(length=64), sa.ForeignKey("miners.miner_id", ondelete="CASCADE"), primary_key=True),
+        sa.Column("queue_len", sa.Integer(), server_default="0"),
+        sa.Column("busy", sa.Boolean(), server_default=sa.text("false")),
+        sa.Column("avg_latency_ms", sa.Integer()),
+        sa.Column("temp_c", sa.Integer()),
+        sa.Column("mem_free_gb", sa.Float()),
+        sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.text("NOW()")),
+    )
+
+    op.create_table(
+        "match_requests",
+        sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True),
+        sa.Column("job_id", sa.String(length=64), nullable=False),
+        sa.Column("requirements", postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+        sa.Column("hints", postgresql.JSONB(astext_type=sa.Text()), server_default=sa.text("'{}'::jsonb")),
+        sa.Column("top_k", sa.Integer(), server_default="1"),
+        sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("NOW()")),
+    )
+
+    op.create_table(
+        "match_results",
+        sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True),
+        sa.Column("request_id", postgresql.UUID(as_uuid=True), sa.ForeignKey("match_requests.id", ondelete="CASCADE"), nullable=False),
+        sa.Column("miner_id", sa.String(length=64), nullable=False),
+        sa.Column("score", sa.Float(), nullable=False),
+        sa.Column("explain", sa.Text()),
+        sa.Column("eta_ms", sa.Integer()),
+        sa.Column("price", sa.Float()),
+        sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("NOW()")),
+    )
+    op.create_index("ix_match_results_request_id", "match_results", ["request_id"])
+
+    op.create_table(
+        "feedback",
+        sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True),
+        sa.Column("job_id", sa.String(length=64), nullable=False),
+        sa.Column("miner_id", sa.String(length=64), sa.ForeignKey("miners.miner_id", ondelete="CASCADE"), nullable=False),
+        sa.Column("outcome", sa.String(length=32), nullable=False),
+        sa.Column("latency_ms", sa.Integer()),
+        sa.Column("fail_code", sa.String(length=64)),
+        sa.Column("tokens_spent", sa.Float()),
+        sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("NOW()")),
+    )
+    op.create_index("ix_feedback_miner_id", "feedback", ["miner_id"])
+    op.create_index("ix_feedback_job_id", "feedback", ["job_id"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_feedback_job_id", table_name="feedback")
+    op.drop_index("ix_feedback_miner_id", table_name="feedback")
+    op.drop_table("feedback")
+
+    op.drop_index("ix_match_results_request_id", table_name="match_results")
+    op.drop_table("match_results")
+
+    op.drop_table("match_requests")
+
+    op.drop_table("miner_status")
+
+    op.drop_table("miners")

apps/pool-hub/src/poolhub/__init__.py

@@ -0,0 +1,13 @@
+"""AITBC Pool Hub service package."""
+
+from .settings import Settings, settings
+from .database import create_engine, get_session
+from .redis_cache import get_redis
+
+__all__ = [
+    "Settings",
+    "settings",
+    "create_engine",
+    "get_session",
+    "get_redis",
+]

apps/pool-hub/src/poolhub/app/__init__.py

@@ -0,0 +1,5 @@
+"""FastAPI application wiring for the AITBC Pool Hub."""
+
+from .main import create_app, app
+
+__all__ = ["create_app", "app"]

apps/pool-hub/src/poolhub/app/deps.py

@@ -0,0 +1,27 @@
+from __future__ import annotations
+
+from typing import AsyncGenerator
+
+from fastapi import Depends
+
+from ..database import get_session
+from ..redis_cache import get_redis
+
+
+def get_db_session() -> AsyncGenerator:
+    return get_session()
+
+
+def get_redis_client() -> AsyncGenerator:
+    return get_redis()
+
+
+# FastAPI dependency wrappers
+async def db_session_dep(session=Depends(get_session)):
+    async for s in session:
+        yield s
+
+
+async def redis_dep(client=Depends(get_redis)):
+    async for c in client:
+        yield c

apps/pool-hub/src/poolhub/app/main.py

@@ -0,0 +1,31 @@
+from __future__ import annotations
+
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI
+
+from ..database import close_engine, create_engine
+from ..redis_cache import close_redis, create_redis
+from ..settings import settings
+from .routers import health_router, match_router, metrics_router
+
+
+@asynccontextmanager
+async def lifespan(_: FastAPI):
+    create_engine()
+    create_redis()
+    try:
+        yield
+    finally:
+        await close_engine()
+        await close_redis()
+
+
+app = FastAPI(**settings.asgi_kwargs(), lifespan=lifespan)
+app.include_router(match_router, prefix="/v1")
+app.include_router(health_router)
+app.include_router(metrics_router)
+
+
+def create_app() -> FastAPI:
+    return app

apps/pool-hub/src/poolhub/app/prometheus.py

@@ -0,0 +1,39 @@
+from __future__ import annotations
+
+from prometheus_client import CONTENT_TYPE_LATEST, Counter, Gauge, Histogram, generate_latest
+
+match_requests_total = Counter(
+    "poolhub_match_requests_total",
+    "Total number of match requests received",
+)
+match_candidates_returned = Counter(
+    "poolhub_match_candidates_total",
+    "Total number of candidates returned",
+)
+match_failures_total = Counter(
+    "poolhub_match_failures_total",
+    "Total number of match request failures",
+)
+match_latency_seconds = Histogram(
+    "poolhub_match_latency_seconds",
+    "Latency of match processing",
+    buckets=(0.01, 0.05, 0.1, 0.25, 0.5, 1.0, 2.5, 5.0),
+)
+miners_online_gauge = Gauge(
+    "poolhub_miners_online",
+    "Number of miners considered online",
+)
+
+
+def render_metrics() -> tuple[str, str]:
+    return generate_latest(), CONTENT_TYPE_LATEST
+
+
+def reset_metrics() -> None:
+    match_requests_total._value.set(0)  # type: ignore[attr-defined]
+    match_candidates_returned._value.set(0)  # type: ignore[attr-defined]
+    match_failures_total._value.set(0)  # type: ignore[attr-defined]
+    match_latency_seconds._sum.set(0)  # type: ignore[attr-defined]
+    match_latency_seconds._count.set(0)  # type: ignore[attr-defined]
+    match_latency_seconds._samples = []  # type: ignore[attr-defined]
+    miners_online_gauge._value.set(0)  # type: ignore[attr-defined]

apps/pool-hub/src/poolhub/app/routers/__init__.py

@@ -0,0 +1,7 @@
+"""FastAPI routers for Pool Hub."""
+
+from .match import router as match_router
+from .health import router as health_router
+from .metrics import router as metrics_router
+
+__all__ = ["match_router", "health_router", "metrics_router"]

apps/pool-hub/src/poolhub/app/routers/health.py

@@ -0,0 +1,50 @@
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends
+from redis.asyncio import Redis
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from ..deps import db_session_dep, redis_dep
+from ..prometheus import miners_online_gauge
+from poolhub.repositories.miner_repository import MinerRepository
+from ..schemas import HealthResponse
+
+router = APIRouter(tags=["health"], prefix="/v1")
+
+
+@router.get("/health", response_model=HealthResponse, summary="Pool Hub health status")
+async def health_endpoint(
+    session: AsyncSession = Depends(db_session_dep),
+    redis: Redis = Depends(redis_dep),
+) -> HealthResponse:
+    db_ok = True
+    redis_ok = True
+    db_error: str | None = None
+    redis_error: str | None = None
+
+    try:
+        await session.execute("SELECT 1")
+    except Exception as exc:  # pragma: no cover
+        db_ok = False
+        db_error = str(exc)
+
+    try:
+        await redis.ping()
+    except Exception as exc:  # pragma: no cover
+        redis_ok = False
+        redis_error = str(exc)
+
+    miner_repo = MinerRepository(session, redis)
+    active_miners = await miner_repo.list_active_miners()
+    miners_online = len(active_miners)
+    miners_online_gauge.set(miners_online)
+
+    status = "ok" if db_ok and redis_ok else "degraded"
+    return HealthResponse(
+        status=status,
+        db=db_ok,
+        redis=redis_ok,
+        miners_online=miners_online,
+        db_error=db_error,
+        redis_error=redis_error,
+    )

apps/pool-hub/src/poolhub/app/routers/match.py

@@ -0,0 +1,116 @@
+from __future__ import annotations
+
+import time
+from typing import Any, Dict, List
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from redis.asyncio import Redis
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from ..deps import db_session_dep, redis_dep
+from ..prometheus import (
+    match_candidates_returned,
+    match_failures_total,
+    match_latency_seconds,
+    match_requests_total,
+)
+from poolhub.repositories.match_repository import MatchRepository
+from poolhub.repositories.miner_repository import MinerRepository
+from ..schemas import MatchCandidate, MatchRequestPayload, MatchResponse
+
+router = APIRouter(tags=["match"])
+
+
+def _normalize_requirements(requirements: Dict[str, Any]) -> Dict[str, Any]:
+    return requirements or {}
+
+
+def _candidate_from_payload(payload: Dict[str, Any]) -> MatchCandidate:
+    return MatchCandidate(**payload)
+
+
+@router.post("/match", response_model=MatchResponse, summary="Find top miners for a job")
+async def match_endpoint(
+    payload: MatchRequestPayload,
+    session: AsyncSession = Depends(db_session_dep),
+    redis: Redis = Depends(redis_dep),
+) -> MatchResponse:
+    start = time.perf_counter()
+    match_requests_total.inc()
+
+    miner_repo = MinerRepository(session, redis)
+    match_repo = MatchRepository(session, redis)
+
+    requirements = _normalize_requirements(payload.requirements)
+    top_k = payload.top_k
+
+    try:
+        request = await match_repo.create_request(
+            job_id=payload.job_id,
+            requirements=requirements,
+            hints=payload.hints,
+            top_k=top_k,
+        )
+
+        active_miners = await miner_repo.list_active_miners()
+        candidates = _select_candidates(requirements, payload.hints, active_miners, top_k)
+
+        await match_repo.add_results(
+            request_id=request.id,
+            candidates=candidates,
+        )
+
+        match_candidates_returned.inc(len(candidates))
+        duration = time.perf_counter() - start
+        match_latency_seconds.observe(duration)
+
+        return MatchResponse(
+            job_id=payload.job_id,
+            candidates=[_candidate_from_payload(candidate) for candidate in candidates],
+        )
+    except Exception as exc:  # pragma: no cover - safeguards unexpected failures
+        match_failures_total.inc()
+        raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail="match_failed") from exc
+
+
+def _select_candidates(
+    requirements: Dict[str, Any],
+    hints: Dict[str, Any],
+    active_miners: List[tuple],
+    top_k: int,
+) -> List[Dict[str, Any]]:
+    min_vram = float(requirements.get("min_vram_gb", 0))
+    min_ram = float(requirements.get("min_ram_gb", 0))
+    capabilities_required = set(requirements.get("capabilities_any", []))
+    region_hint = hints.get("region")
+
+    ranked: List[Dict[str, Any]] = []
+    for miner, status, score in active_miners:
+        if miner.gpu_vram_gb and miner.gpu_vram_gb < min_vram:
+            continue
+        if miner.ram_gb and miner.ram_gb < min_ram:
+            continue
+        if capabilities_required and not capabilities_required.issubset(set(miner.capabilities or [])):
+            continue
+        if region_hint and miner.region and miner.region != region_hint:
+            continue
+
+        candidate = {
+            "miner_id": miner.miner_id,
+            "addr": miner.addr,
+            "proto": miner.proto,
+            "score": float(score),
+            "explain": _compose_explain(score, miner, status),
+            "eta_ms": status.avg_latency_ms if status else None,
+            "price": miner.base_price,
+        }
+        ranked.append(candidate)
+
+    ranked.sort(key=lambda item: item["score"], reverse=True)
+    return ranked[:top_k]
+
+
+def _compose_explain(score: float, miner, status) -> str:
+    load = status.queue_len if status else 0
+    latency = status.avg_latency_ms if status else "n/a"
+    return f"score={score:.3f} load={load} latency={latency}"

apps/pool-hub/src/poolhub/app/routers/metrics.py

@@ -0,0 +1,13 @@
+from __future__ import annotations
+
+from fastapi import APIRouter, Response
+
+from ..prometheus import render_metrics
+
+router = APIRouter(tags=["metrics"])
+
+
+@router.get("/metrics", summary="Prometheus metrics")
+async def metrics_endpoint() -> Response:
+    payload, content_type = render_metrics()
+    return Response(content=payload, media_type=content_type)

apps/pool-hub/src/poolhub/app/schemas.py

@@ -0,0 +1,40 @@
+from __future__ import annotations
+
+from typing import Any, Dict, List, Optional
+
+from pydantic import BaseModel, Field
+
+
+class MatchRequestPayload(BaseModel):
+    job_id: str
+    requirements: Dict[str, Any] = Field(default_factory=dict)
+    hints: Dict[str, Any] = Field(default_factory=dict)
+    top_k: int = Field(default=1, ge=1, le=50)
+
+
+class MatchCandidate(BaseModel):
+    miner_id: str
+    addr: str
+    proto: str
+    score: float
+    explain: Optional[str] = None
+    eta_ms: Optional[int] = None
+    price: Optional[float] = None
+
+
+class MatchResponse(BaseModel):
+    job_id: str
+    candidates: List[MatchCandidate]
+
+
+class HealthResponse(BaseModel):
+    status: str
+    db: bool
+    redis: bool
+    miners_online: int
+    db_error: Optional[str] = None
+    redis_error: Optional[str] = None
+
+
+class MetricsResponse(BaseModel):
+    detail: str = "Prometheus metrics output"

apps/pool-hub/src/poolhub/database.py

@@ -0,0 +1,54 @@
+from __future__ import annotations
+
+from collections.abc import AsyncGenerator
+
+from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession, async_sessionmaker, create_async_engine
+
+from .settings import settings
+
+_engine: AsyncEngine | None = None
+_session_factory: async_sessionmaker[AsyncSession] | None = None
+
+
+def create_engine() -> AsyncEngine:
+    global _engine, _session_factory
+    if _engine is None:
+        _engine = create_async_engine(
+            settings.postgres_dsn,
+            pool_size=settings.postgres_pool_max,
+            max_overflow=0,
+            pool_pre_ping=True,
+        )
+        _session_factory = async_sessionmaker(
+            bind=_engine,
+            expire_on_commit=False,
+            autoflush=False,
+        )
+    return _engine
+
+
+def get_engine() -> AsyncEngine:
+    if _engine is None:
+        return create_engine()
+    return _engine
+
+
+def get_session_factory() -> async_sessionmaker[AsyncSession]:
+    if _session_factory is None:
+        create_engine()
+    assert _session_factory is not None
+    return _session_factory
+
+
+async def get_session() -> AsyncGenerator[AsyncSession, None]:
+    session_factory = get_session_factory()
+    async with session_factory() as session:
+        yield session
+
+
+async def close_engine() -> None:
+    global _engine
+    if _engine is not None:
+        await _engine.dispose()
+        _engine = None
+

apps/pool-hub/src/poolhub/models.py

@@ -0,0 +1,95 @@
+from __future__ import annotations
+
+import datetime as dt
+from typing import Dict, List, Optional
+
+from sqlalchemy import Boolean, Column, DateTime, Float, ForeignKey, Integer, String, Text
+from sqlalchemy.dialects.postgresql import JSONB, UUID as PGUUID
+from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, relationship
+from uuid import uuid4
+
+
+class Base(DeclarativeBase):
+    pass
+
+
+class Miner(Base):
+    __tablename__ = "miners"
+
+    miner_id: Mapped[str] = mapped_column(String(64), primary_key=True)
+    api_key_hash: Mapped[str] = mapped_column(String(128), nullable=False)
+    created_at: Mapped[dt.datetime] = mapped_column(DateTime(timezone=True), default=dt.datetime.utcnow)
+    last_seen_at: Mapped[Optional[dt.datetime]] = mapped_column(DateTime(timezone=True))
+    addr: Mapped[str] = mapped_column(String(256))
+    proto: Mapped[str] = mapped_column(String(32))
+    gpu_vram_gb: Mapped[float] = mapped_column(Float)
+    gpu_name: Mapped[Optional[str]] = mapped_column(String(128))
+    cpu_cores: Mapped[int] = mapped_column(Integer)
+    ram_gb: Mapped[float] = mapped_column(Float)
+    max_parallel: Mapped[int] = mapped_column(Integer)
+    base_price: Mapped[float] = mapped_column(Float)
+    tags: Mapped[Dict[str, str]] = mapped_column(JSONB, default=dict)
+    capabilities: Mapped[List[str]] = mapped_column(JSONB, default=list)
+    trust_score: Mapped[float] = mapped_column(Float, default=0.5)
+    region: Mapped[Optional[str]] = mapped_column(String(64))
+
+    status: Mapped["MinerStatus"] = relationship(back_populates="miner", cascade="all, delete-orphan", uselist=False)
+    feedback: Mapped[List["Feedback"]] = relationship(back_populates="miner", cascade="all, delete-orphan")
+
+
+class MinerStatus(Base):
+    __tablename__ = "miner_status"
+
+    miner_id: Mapped[str] = mapped_column(ForeignKey("miners.miner_id", ondelete="CASCADE"), primary_key=True)
+    queue_len: Mapped[int] = mapped_column(Integer, default=0)
+    busy: Mapped[bool] = mapped_column(Boolean, default=False)
+    avg_latency_ms: Mapped[Optional[int]] = mapped_column(Integer)
+    temp_c: Mapped[Optional[int]] = mapped_column(Integer)
+    mem_free_gb: Mapped[Optional[float]] = mapped_column(Float)
+    updated_at: Mapped[dt.datetime] = mapped_column(DateTime(timezone=True), default=dt.datetime.utcnow, onupdate=dt.datetime.utcnow)
+
+    miner: Mapped[Miner] = relationship(back_populates="status")
+
+
+class MatchRequest(Base):
+    __tablename__ = "match_requests"
+
+    id: Mapped[PGUUID] = mapped_column(PGUUID(as_uuid=True), primary_key=True, default=uuid4)
+    job_id: Mapped[str] = mapped_column(String(64), nullable=False)
+    requirements: Mapped[Dict[str, object]] = mapped_column(JSONB, nullable=False)
+    hints: Mapped[Dict[str, object]] = mapped_column(JSONB, default=dict)
+    top_k: Mapped[int] = mapped_column(Integer, default=1)
+    created_at: Mapped[dt.datetime] = mapped_column(DateTime(timezone=True), default=dt.datetime.utcnow)
+
+    results: Mapped[List["MatchResult"]] = relationship(back_populates="request", cascade="all, delete-orphan")
+
+
+class MatchResult(Base):
+    __tablename__ = "match_results"
+
+    id: Mapped[PGUUID] = mapped_column(PGUUID(as_uuid=True), primary_key=True, default=uuid4)
+    request_id: Mapped[PGUUID] = mapped_column(ForeignKey("match_requests.id", ondelete="CASCADE"), index=True)
+    miner_id: Mapped[str] = mapped_column(String(64))
+    score: Mapped[float] = mapped_column(Float)
+    explain: Mapped[Optional[str]] = mapped_column(Text)
+    eta_ms: Mapped[Optional[int]] = mapped_column(Integer)
+    price: Mapped[Optional[float]] = mapped_column(Float)
+
+    created_at: Mapped[dt.datetime] = mapped_column(DateTime(timezone=True), default=dt.datetime.utcnow)
+
+    request: Mapped[MatchRequest] = relationship(back_populates="results")
+
+
+class Feedback(Base):
+    __tablename__ = "feedback"
+
+    id: Mapped[PGUUID] = mapped_column(PGUUID(as_uuid=True), primary_key=True, default=uuid4)
+    job_id: Mapped[str] = mapped_column(String(64), nullable=False)
+    miner_id: Mapped[str] = mapped_column(ForeignKey("miners.miner_id", ondelete="CASCADE"), nullable=False)
+    outcome: Mapped[str] = mapped_column(String(32), nullable=False)
+    latency_ms: Mapped[Optional[int]] = mapped_column(Integer)
+    fail_code: Mapped[Optional[str]] = mapped_column(String(64))
+    tokens_spent: Mapped[Optional[float]] = mapped_column(Float)
+    created_at: Mapped[dt.datetime] = mapped_column(DateTime(timezone=True), default=dt.datetime.utcnow)
+
+    miner: Mapped[Miner] = relationship(back_populates="feedback")

apps/pool-hub/src/poolhub/redis_cache.py

@@ -0,0 +1,39 @@
+from __future__ import annotations
+
+from collections.abc import AsyncGenerator
+
+import redis.asyncio as redis
+
+from .settings import settings
+
+_redis_client: redis.Redis | None = None
+
+
+def create_redis() -> redis.Redis:
+    global _redis_client
+    if _redis_client is None:
+        _redis_client = redis.from_url(
+            settings.redis_url,
+            max_connections=settings.redis_max_connections,
+            encoding="utf-8",
+            decode_responses=True,
+        )
+    return _redis_client
+
+
+def get_redis_client() -> redis.Redis:
+    if _redis_client is None:
+        return create_redis()
+    return _redis_client
+
+
+async def get_redis() -> AsyncGenerator[redis.Redis, None]:
+    client = get_redis_client()
+    yield client
+
+
+async def close_redis() -> None:
+    global _redis_client
+    if _redis_client is not None:
+        await _redis_client.close()
+        _redis_client = None

apps/pool-hub/src/poolhub/repositories/__init__.py

@@ -0,0 +1,11 @@
+"""Repository layer for Pool Hub."""
+
+from .miner_repository import MinerRepository
+from .match_repository import MatchRepository
+from .feedback_repository import FeedbackRepository
+
+__all__ = [
+    "MinerRepository",
+    "MatchRepository",
+    "FeedbackRepository",
+]

apps/pool-hub/src/poolhub/repositories/feedback_repository.py

@@ -0,0 +1,81 @@
+from __future__ import annotations
+
+import datetime as dt
+import json
+import logging
+from typing import Iterable, List, Optional
+from uuid import UUID
+
+from redis.asyncio import Redis
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from ..models import Feedback
+from ..storage.redis_keys import RedisKeys
+
+logger = logging.getLogger(__name__)
+
+
+class FeedbackRepository:
+    """Persists coordinator feedback and emits Redis notifications."""
+
+    def __init__(self, session: AsyncSession, redis: Redis) -> None:
+        self._session = session
+        self._redis = redis
+
+    async def add_feedback(
+        self,
+        *,
+        job_id: str,
+        miner_id: str,
+        outcome: str,
+        latency_ms: Optional[int] = None,
+        fail_code: Optional[str] = None,
+        tokens_spent: Optional[float] = None,
+    ) -> Feedback:
+        feedback = Feedback(
+            job_id=job_id,
+            miner_id=miner_id,
+            outcome=outcome,
+            latency_ms=latency_ms,
+            fail_code=fail_code,
+            tokens_spent=tokens_spent,
+            created_at=dt.datetime.utcnow(),
+        )
+        self._session.add(feedback)
+        await self._session.flush()
+
+        payload = {
+            "job_id": job_id,
+            "miner_id": miner_id,
+            "outcome": outcome,
+            "latency_ms": latency_ms,
+            "fail_code": fail_code,
+            "tokens_spent": tokens_spent,
+            "created_at": feedback.created_at.isoformat() if feedback.created_at else None,
+        }
+        try:
+            await self._redis.publish(RedisKeys.feedback_channel(), json.dumps(payload))
+        except Exception as exc:  # pragma: no cover - defensive
+            logger.warning("Failed to publish feedback event for job %s: %s", job_id, exc)
+        return feedback
+
+    async def list_feedback_for_miner(self, miner_id: str, limit: int = 50) -> List[Feedback]:
+        stmt = (
+            select(Feedback)
+            .where(Feedback.miner_id == miner_id)
+            .order_by(Feedback.created_at.desc())
+            .limit(limit)
+        )
+        result = await self._session.execute(stmt)
+        return list(result.scalars().all())
+
+    async def list_feedback_for_job(self, job_id: str, limit: int = 50) -> List[Feedback]:
+        stmt = (
+            select(Feedback)
+            .where(Feedback.job_id == job_id)
+            .order_by(Feedback.created_at.desc())
+            .limit(limit)
+        )
+        result = await self._session.execute(stmt)
+        return list(result.scalars().all())

apps/pool-hub/src/poolhub/repositories/match_repository.py

@@ -0,0 +1,122 @@
+from __future__ import annotations
+
+import datetime as dt
+import json
+from typing import Iterable, List, Optional, Sequence
+from uuid import UUID
+
+from redis.asyncio import Redis
+from sqlalchemy import Select, select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from ..models import MatchRequest, MatchResult
+from ..storage.redis_keys import RedisKeys
+
+
+class MatchRepository:
+    """Handles match request logging, result persistence, and Redis fan-out."""
+
+    def __init__(self, session: AsyncSession, redis: Redis) -> None:
+        self._session = session
+        self._redis = redis
+
+    async def create_request(
+        self,
+        *,
+        job_id: str,
+        requirements: dict[str, object],
+        hints: Optional[dict[str, object]] = None,
+        top_k: int = 1,
+        enqueue: bool = True,
+    ) -> MatchRequest:
+        request = MatchRequest(
+            job_id=job_id,
+            requirements=requirements,
+            hints=hints or {},
+            top_k=top_k,
+            created_at=dt.datetime.utcnow(),
+        )
+        self._session.add(request)
+        await self._session.flush()
+
+        if enqueue:
+            payload = {
+                "request_id": str(request.id),
+                "job_id": request.job_id,
+                "requirements": request.requirements,
+                "hints": request.hints,
+                "top_k": request.top_k,
+            }
+            await self._redis.rpush(RedisKeys.match_requests(), json.dumps(payload))
+        return request
+
+    async def add_results(
+        self,
+        *,
+        request_id: UUID,
+        candidates: Sequence[dict[str, object]],
+        publish: bool = True,
+    ) -> List[MatchResult]:
+        results: List[MatchResult] = []
+        created_at = dt.datetime.utcnow()
+        for candidate in candidates:
+            result = MatchResult(
+                request_id=request_id,
+                miner_id=str(candidate.get("miner_id")),
+                score=float(candidate.get("score", 0.0)),
+                explain=candidate.get("explain"),
+                eta_ms=candidate.get("eta_ms"),
+                price=candidate.get("price"),
+                created_at=created_at,
+            )
+            self._session.add(result)
+            results.append(result)
+        await self._session.flush()
+
+        if publish:
+            request = await self._session.get(MatchRequest, request_id)
+            if request:
+                redis_key = RedisKeys.match_results(request.job_id)
+                await self._redis.delete(redis_key)
+                if results:
+                    payloads = [json.dumps(self._result_payload(result)) for result in results]
+                    await self._redis.rpush(redis_key, *payloads)
+                    await self._redis.expire(redis_key, 300)
+                    channel = RedisKeys.match_results_channel(request.job_id)
+                    for payload in payloads:
+                        await self._redis.publish(channel, payload)
+        return results
+
+    async def get_request(self, request_id: UUID) -> Optional[MatchRequest]:
+        return await self._session.get(MatchRequest, request_id)
+
+    async def list_recent_requests(self, limit: int = 20) -> List[MatchRequest]:
+        stmt: Select[MatchRequest] = (
+            select(MatchRequest)
+            .order_by(MatchRequest.created_at.desc())
+            .limit(limit)
+        )
+        result = await self._session.execute(stmt)
+        return list(result.scalars().all())
+
+    async def list_results_for_job(self, job_id: str, limit: int = 10) -> List[MatchResult]:
+        stmt: Select[MatchResult] = (
+            select(MatchResult)
+            .join(MatchRequest)
+            .where(MatchRequest.job_id == job_id)
+            .order_by(MatchResult.created_at.desc())
+            .limit(limit)
+        )
+        result = await self._session.execute(stmt)
+        return list(result.scalars().all())
+
+    def _result_payload(self, result: MatchResult) -> dict[str, object]:
+        return {
+            "request_id": str(result.request_id),
+            "miner_id": result.miner_id,
+            "score": result.score,
+            "explain": result.explain,
+            "eta_ms": result.eta_ms,
+            "price": result.price,
+            "created_at": result.created_at.isoformat() if result.created_at else None,
+        }

apps/pool-hub/src/poolhub/repositories/miner_repository.py

@@ -0,0 +1,181 @@
+from __future__ import annotations
+
+import datetime as dt
+from typing import List, Optional, Tuple
+
+from redis.asyncio import Redis
+from sqlalchemy import select, update
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from ..models import Miner, MinerStatus
+from ..settings import settings
+from ..storage.redis_keys import RedisKeys
+
+
+class MinerRepository:
+    """Coordinates miner registry persistence across PostgreSQL and Redis."""
+
+    def __init__(self, session: AsyncSession, redis: Redis) -> None:
+        self._session = session
+        self._redis = redis
+
+    async def register_miner(
+        self,
+        miner_id: str,
+        api_key_hash: str,
+        *,
+        addr: str,
+        proto: str,
+        gpu_vram_gb: float,
+        gpu_name: Optional[str],
+        cpu_cores: int,
+        ram_gb: float,
+        max_parallel: int,
+        base_price: float,
+        tags: dict[str, str],
+        capabilities: list[str],
+        region: Optional[str],
+    ) -> Miner:
+        miner = await self._session.get(Miner, miner_id)
+        if miner is None:
+            miner = Miner(
+                miner_id=miner_id,
+                api_key_hash=api_key_hash,
+                addr=addr,
+                proto=proto,
+                gpu_vram_gb=gpu_vram_gb,
+                gpu_name=gpu_name,
+                cpu_cores=cpu_cores,
+                ram_gb=ram_gb,
+                max_parallel=max_parallel,
+                base_price=base_price,
+                tags=tags,
+                capabilities=capabilities,
+                region=region,
+            )
+            self._session.add(miner)
+            status = MinerStatus(miner_id=miner_id)
+            self._session.add(status)
+        else:
+            miner.addr = addr
+            miner.proto = proto
+            miner.gpu_vram_gb = gpu_vram_gb
+            miner.gpu_name = gpu_name
+            miner.cpu_cores = cpu_cores
+            miner.ram_gb = ram_gb
+            miner.max_parallel = max_parallel
+            miner.base_price = base_price
+            miner.tags = tags
+            miner.capabilities = capabilities
+            miner.region = region
+
+        miner.last_seen_at = dt.datetime.utcnow()
+
+        await self._session.flush()
+        await self._sync_miner_to_redis(miner_id)
+        return miner
+
+    async def update_status(
+        self,
+        miner_id: str,
+        *,
+        queue_len: Optional[int] = None,
+        busy: Optional[bool] = None,
+        avg_latency_ms: Optional[int] = None,
+        temp_c: Optional[int] = None,
+        mem_free_gb: Optional[float] = None,
+    ) -> None:
+        stmt = (
+            update(MinerStatus)
+            .where(MinerStatus.miner_id == miner_id)
+            .values(
+                {
+                    k: v
+                    for k, v in {
+                        "queue_len": queue_len,
+                        "busy": busy,
+                        "avg_latency_ms": avg_latency_ms,
+                        "temp_c": temp_c,
+                        "mem_free_gb": mem_free_gb,
+                        "updated_at": dt.datetime.utcnow(),
+                    }.items()
+                    if v is not None
+                }
+            )
+        )
+        await self._session.execute(stmt)
+
+        miner = await self._session.get(Miner, miner_id)
+        if miner:
+            miner.last_seen_at = dt.datetime.utcnow()
+        await self._session.flush()
+        await self._sync_miner_to_redis(miner_id)
+
+    async def touch_heartbeat(self, miner_id: str) -> None:
+        miner = await self._session.get(Miner, miner_id)
+        if miner is None:
+            return
+        miner.last_seen_at = dt.datetime.utcnow()
+        await self._session.flush()
+        await self._sync_miner_to_redis(miner_id)
+
+    async def get_miner(self, miner_id: str) -> Optional[Miner]:
+        return await self._session.get(Miner, miner_id)
+
+    async def iter_miners(self) -> List[Miner]:
+        result = await self._session.execute(select(Miner))
+        return list(result.scalars().all())
+
+    async def get_status(self, miner_id: str) -> Optional[MinerStatus]:
+        return await self._session.get(MinerStatus, miner_id)
+
+    async def list_active_miners(self) -> List[Tuple[Miner, Optional[MinerStatus], float]]:
+        stmt = select(Miner, MinerStatus).join(MinerStatus, MinerStatus.miner_id == Miner.miner_id, isouter=True)
+        result = await self._session.execute(stmt)
+        records: List[Tuple[Miner, Optional[MinerStatus], float]] = []
+        for miner, status in result.all():
+            score = self._compute_score(miner, status)
+            records.append((miner, status, score))
+        return records
+
+    async def _sync_miner_to_redis(self, miner_id: str) -> None:
+        miner = await self._session.get(Miner, miner_id)
+        if miner is None:
+            return
+        status = await self._session.get(MinerStatus, miner_id)
+
+        payload = {
+            "miner_id": miner.miner_id,
+            "addr": miner.addr,
+            "proto": miner.proto,
+            "region": miner.region or "",
+            "gpu_vram_gb": str(miner.gpu_vram_gb),
+            "ram_gb": str(miner.ram_gb),
+            "max_parallel": str(miner.max_parallel),
+            "base_price": str(miner.base_price),
+            "trust_score": str(miner.trust_score),
+            "queue_len": str(status.queue_len if status else 0),
+            "busy": str(status.busy if status else False),
+        }
+
+        redis_key = RedisKeys.miner_hash(miner_id)
+        await self._redis.hset(redis_key, mapping=payload)
+        await self._redis.expire(redis_key, settings.session_ttl_seconds + settings.heartbeat_grace_seconds)
+
+        score = self._compute_score(miner, status)
+        ranking_key = RedisKeys.miner_rankings(miner.region)
+        await self._redis.zadd(ranking_key, {miner_id: score})
+        await self._redis.expire(ranking_key, settings.session_ttl_seconds + settings.heartbeat_grace_seconds)
+
+    def _compute_score(self, miner: Miner, status: Optional[MinerStatus]) -> float:
+        load_factor = 1.0
+        if status and miner.max_parallel:
+            utilization = min(status.queue_len / max(miner.max_parallel, 1), 1.0)
+            load_factor = 1.0 - utilization
+        price_factor = 1.0 if miner.base_price <= 0 else min(1.0, 1.0 / miner.base_price)
+        trust_factor = max(miner.trust_score, 0.0)
+        return (settings.default_score_weights.capability * 1.0) + (
+            settings.default_score_weights.price * price_factor
+        ) + (settings.default_score_weights.load * load_factor) + (
+            settings.default_score_weights.trust * trust_factor
+        )

apps/pool-hub/src/poolhub/settings.py

@@ -0,0 +1,59 @@
+from __future__ import annotations
+
+from functools import lru_cache
+from typing import Any, Dict, List
+
+from pydantic import AnyHttpUrl, BaseModel, Field
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+
+class ScoreWeights(BaseModel):
+    capability: float = Field(default=0.40, alias="cap")
+    price: float = Field(default=0.20)
+    latency: float = Field(default=0.20)
+    trust: float = Field(default=0.15)
+    load: float = Field(default=0.05)
+
+    model_config = SettingsConfigDict(populate_by_name=True)
+
+    def as_vector(self) -> List[float]:
+        return [self.capability, self.price, self.latency, self.trust, self.load]
+
+
+class Settings(BaseSettings):
+    model_config = SettingsConfigDict(env_prefix="poolhub_", env_file=".env", case_sensitive=False)
+
+    app_name: str = "AITBC Pool Hub"
+    bind_host: str = Field(default="127.0.0.1")
+    bind_port: int = Field(default=8203)
+
+    coordinator_shared_secret: str = Field(default="changeme")
+
+    postgres_dsn: str = Field(default="postgresql+asyncpg://poolhub:poolhub@127.0.0.1:5432/aitbc")
+    postgres_pool_min: int = Field(default=1)
+    postgres_pool_max: int = Field(default=10)
+
+    redis_url: str = Field(default="redis://127.0.0.1:6379/4")
+    redis_max_connections: int = Field(default=32)
+
+    session_ttl_seconds: int = Field(default=60)
+    heartbeat_grace_seconds: int = Field(default=120)
+
+    default_score_weights: ScoreWeights = Field(default_factory=ScoreWeights)
+
+    allowed_origins: List[AnyHttpUrl] = Field(default_factory=list)
+
+    prometheus_namespace: str = Field(default="poolhub")
+
+    def asgi_kwargs(self) -> Dict[str, Any]:
+        return {
+            "title": self.app_name,
+        }
+
+
+@lru_cache(maxsize=1)
+def get_settings() -> Settings:
+    return Settings()
+
+
+settings = get_settings()

apps/pool-hub/src/poolhub/storage/__init__.py

@@ -0,0 +1,5 @@
+"""Storage utilities for the Pool Hub service."""
+
+from .redis_keys import RedisKeys
+
+__all__ = ["RedisKeys"]

apps/pool-hub/src/poolhub/storage/redis_keys.py

@@ -0,0 +1,40 @@
+from __future__ import annotations
+
+from typing import Final
+
+
+class RedisKeys:
+    namespace: Final[str] = "poolhub"
+
+    @classmethod
+    def miner_hash(cls, miner_id: str) -> str:
+        return f"{cls.namespace}:miner:{miner_id}"
+
+    @classmethod
+    def miner_rankings(cls, region: str | None = None) -> str:
+        suffix = region or "global"
+        return f"{cls.namespace}:rankings:{suffix}"
+
+    @classmethod
+    def miner_session(cls, session_token: str) -> str:
+        return f"{cls.namespace}:session:{session_token}"
+
+    @classmethod
+    def heartbeat_stream(cls) -> str:
+        return f"{cls.namespace}:heartbeat-stream"
+
+    @classmethod
+    def match_requests(cls) -> str:
+        return f"{cls.namespace}:match-requests"
+
+    @classmethod
+    def match_results(cls, job_id: str) -> str:
+        return f"{cls.namespace}:match-results:{job_id}"
+
+    @classmethod
+    def feedback_channel(cls) -> str:
+        return f"{cls.namespace}:events:feedback"
+
+    @classmethod
+    def match_results_channel(cls, job_id: str) -> str:
+        return f"{cls.namespace}:events:match-results:{job_id}"

apps/pool-hub/tests/conftest.py

@@ -0,0 +1,63 @@
+from __future__ import annotations
+
+import os
+import sys
+from pathlib import Path
+
+import pytest
+import pytest_asyncio
+from redis.asyncio import Redis
+from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession, async_sessionmaker, create_async_engine
+
+BASE_DIR = Path(__file__).resolve().parents[2]
+POOLHUB_SRC = BASE_DIR / "pool-hub" / "src"
+if str(POOLHUB_SRC) not in sys.path:
+    sys.path.insert(0, str(POOLHUB_SRC))
+
+from poolhub.models import Base
+
+
+def _get_required_env(name: str) -> str:
+    value = os.getenv(name)
+    if not value:
+        pytest.skip(f"Set {name} to run Pool Hub integration tests")
+    return value
+
+
+@pytest_asyncio.fixture()
+async def db_engine() -> AsyncEngine:
+    dsn = _get_required_env("POOLHUB_TEST_POSTGRES_DSN")
+    engine = create_async_engine(dsn, pool_pre_ping=True)
+
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.drop_all)
+        await conn.run_sync(Base.metadata.create_all)
+
+    yield engine
+
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.drop_all)
+    await engine.dispose()
+
+
+@pytest_asyncio.fixture
+async def db_session(db_engine: AsyncEngine) -> AsyncSession:
+    session_factory = async_sessionmaker(db_engine, expire_on_commit=False, autoflush=False)
+    async with session_factory() as session:
+        yield session
+        await session.rollback()
+
+
+@pytest_asyncio.fixture()
+async def redis_client() -> Redis:
+    redis_url = _get_required_env("POOLHUB_TEST_REDIS_URL")
+    client = Redis.from_url(redis_url, encoding="utf-8", decode_responses=True)
+    await client.flushdb()
+    yield client
+    await client.flushdb()
+    await client.close()
+
+
+@pytest_asyncio.fixture(autouse=True)
+async def _clear_redis(redis_client: Redis) -> None:
+    await redis_client.flushdb()

apps/pool-hub/tests/test_api.py

@@ -0,0 +1,153 @@
+from __future__ import annotations
+
+import uuid
+
+import pytest
+import pytest_asyncio
+from httpx import AsyncClient
+from sqlalchemy.ext.asyncio import async_sessionmaker
+
+from poolhub.app import deps
+from poolhub.app.main import create_app
+from poolhub.app.prometheus import reset_metrics
+from poolhub.repositories.miner_repository import MinerRepository
+
+
+@pytest_asyncio.fixture()
+async def async_client(db_engine, redis_client):  # noqa: F811
+    async def _session_override():
+        factory = async_sessionmaker(db_engine, expire_on_commit=False, autoflush=False)
+        async with factory() as session:
+            yield session
+
+    async def _redis_override():
+        yield redis_client
+
+    app = create_app()
+    app.dependency_overrides.clear()
+    app.dependency_overrides[deps.db_session_dep] = _session_override
+    app.dependency_overrides[deps.redis_dep] = _redis_override
+    reset_metrics()
+
+    async with AsyncClient(app=app, base_url="http://testserver") as client:
+        yield client
+
+    app.dependency_overrides.clear()
+
+
+@pytest.mark.asyncio
+async def test_match_endpoint(async_client, db_session, redis_client):  # noqa: F811
+    repo = MinerRepository(db_session, redis_client)
+    await repo.register_miner(
+        miner_id="miner-1",
+        api_key_hash="hash",
+        addr="127.0.0.1",
+        proto="grpc",
+        gpu_vram_gb=16,
+        gpu_name="A100",
+        cpu_cores=32,
+        ram_gb=128,
+        max_parallel=4,
+        base_price=0.8,
+        tags={"tier": "gold"},
+        capabilities=["embedding"],
+        region="eu",
+    )
+    await db_session.commit()
+
+    response = await async_client.post(
+        "/v1/match",
+        json={
+            "job_id": "job-123",
+            "requirements": {"min_vram_gb": 8},
+            "hints": {"region": "eu"},
+            "top_k": 1,
+        },
+    )
+    assert response.status_code == 200
+    payload = response.json()
+    assert payload["job_id"] == "job-123"
+    assert len(payload["candidates"]) == 1
+
+
+@pytest.mark.asyncio
+async def test_match_endpoint_no_miners(async_client):
+    response = await async_client.post(
+        "/v1/match",
+        json={"job_id": "empty", "requirements": {}, "hints": {}, "top_k": 2},
+    )
+    assert response.status_code == 200
+    payload = response.json()
+    assert payload["candidates"] == []
+
+
+@pytest.mark.asyncio
+async def test_health_endpoint(async_client):  # noqa: F811
+    response = await async_client.get("/v1/health")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["status"] in {"ok", "degraded"}
+    assert "db_error" in data
+    assert "redis_error" in data
+
+
+@pytest.mark.asyncio
+async def test_health_endpoint_degraded(db_engine, redis_client):  # noqa: F811
+    async def _session_override():
+        factory = async_sessionmaker(db_engine, expire_on_commit=False, autoflush=False)
+        async with factory() as session:
+            yield session
+
+    class FailingRedis:
+        async def ping(self) -> None:
+            raise RuntimeError("redis down")
+
+        def __getattr__(self, _: str) -> None:  # pragma: no cover - minimal stub
+            raise RuntimeError("redis down")
+
+    async def _redis_override():
+        yield FailingRedis()
+
+    app = create_app()
+    app.dependency_overrides.clear()
+    app.dependency_overrides[deps.db_session_dep] = _session_override
+    app.dependency_overrides[deps.redis_dep] = _redis_override
+    reset_metrics()
+
+    async with AsyncClient(app=app, base_url="http://testserver") as client:
+        response = await client.get("/v1/health")
+        assert response.status_code == 200
+        payload = response.json()
+        assert payload["status"] == "degraded"
+        assert payload["redis_error"]
+        assert payload["db_error"] is None
+
+    app.dependency_overrides.clear()
+
+
+@pytest.mark.asyncio
+async def test_metrics_endpoint(async_client):
+    baseline = await async_client.get("/metrics")
+    before = _extract_counter(baseline.text, "poolhub_match_requests_total")
+
+    for _ in range(2):
+        await async_client.post(
+            "/v1/match",
+            json={"job_id": str(uuid.uuid4()), "requirements": {}, "hints": {}, "top_k": 1},
+        )
+
+    updated = await async_client.get("/metrics")
+    after = _extract_counter(updated.text, "poolhub_match_requests_total")
+    assert after >= before + 2
+
+
+def _extract_counter(metrics_text: str, metric: str) -> float:
+    for line in metrics_text.splitlines():
+        if line.startswith(metric):
+            parts = line.split()
+            if len(parts) >= 2:
+                try:
+                    return float(parts[1])
+                except ValueError:  # pragma: no cover
+                    return 0.0
+    return 0.0

apps/pool-hub/tests/test_repositories.py

@@ -0,0 +1,96 @@
+from __future__ import annotations
+
+import json
+import uuid
+
+import pytest
+
+from poolhub.repositories.feedback_repository import FeedbackRepository
+from poolhub.repositories.match_repository import MatchRepository
+from poolhub.repositories.miner_repository import MinerRepository
+from poolhub.storage.redis_keys import RedisKeys
+
+
+@pytest.mark.asyncio
+async def test_register_miner_persists_and_syncs(db_session, redis_client):
+    repo = MinerRepository(db_session, redis_client)
+
+    await repo.register_miner(
+        miner_id="miner-1",
+        api_key_hash="hash",
+        addr="127.0.0.1",
+        proto="grpc",
+        gpu_vram_gb=16,
+        gpu_name="A100",
+        cpu_cores=32,
+        ram_gb=128,
+        max_parallel=4,
+        base_price=0.8,
+        tags={"tier": "gold"},
+        capabilities=["embedding"],
+        region="eu",
+    )
+
+    miner = await repo.get_miner("miner-1")
+    assert miner is not None
+    assert miner.addr == "127.0.0.1"
+
+    redis_hash = await redis_client.hgetall(RedisKeys.miner_hash("miner-1"))
+    assert redis_hash["miner_id"] == "miner-1"
+    ranking = await redis_client.zscore(RedisKeys.miner_rankings("eu"), "miner-1")
+    assert ranking is not None
+
+
+@pytest.mark.asyncio
+async def test_match_request_flow(db_session, redis_client):
+    match_repo = MatchRepository(db_session, redis_client)
+
+    req = await match_repo.create_request(
+        job_id="job-123",
+        requirements={"min_vram_gb": 8},
+        hints={"region": "eu"},
+        top_k=2,
+    )
+    await db_session.commit()
+
+    queue_entry = await redis_client.lpop(RedisKeys.match_requests())
+    assert queue_entry is not None
+    payload = json.loads(queue_entry)
+    assert payload["job_id"] == "job-123"
+
+    await match_repo.add_results(
+        request_id=req.id,
+        candidates=[
+            {"miner_id": "miner-1", "score": 0.9, "explain": "fit"},
+            {"miner_id": "miner-2", "score": 0.8, "explain": "backup"},
+        ],
+    )
+    await db_session.commit()
+
+    results = await match_repo.list_results_for_job("job-123")
+    assert len(results) == 2
+
+    redis_results = await redis_client.lrange(RedisKeys.match_results("job-123"), 0, -1)
+    assert len(redis_results) == 2
+
+
+@pytest.mark.asyncio
+async def test_feedback_repository(db_session, redis_client):
+    feedback_repo = FeedbackRepository(db_session, redis_client)
+
+    feedback = await feedback_repo.add_feedback(
+        job_id="job-321",
+        miner_id="miner-1",
+        outcome="completed",
+        latency_ms=1200,
+        tokens_spent=1.5,
+    )
+    await db_session.commit()
+
+    rows = await feedback_repo.list_feedback_for_job("job-321")
+    assert len(rows) == 1
+    assert rows[0].outcome == "completed"
+
+    # Ensure Redis publish occurred by checking pubsub message count via monitor list (best effort)
+    # Redis doesn't buffer publishes for inspection, so this is a smoke check ensuring repository returns object
+    assert feedback.miner_id == "miner-1"