diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..a831d1e
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,14 @@
+# Database (shared PostgreSQL instance)
+DATABASE_URL=postgresql+asyncpg://reddit:changeme@localhost:5432/reddit_monitor
+
+# Reddit scraping
+REDDIT_USER_AGENT=reddit-monitor:v1.0
+
+# Subreddits to auto-add on first worker startup (comma-separated)
+SEED_SUBREDDITS=
+
+# Daily digest generation hour (UTC, 0-23)
+DIGEST_HOUR_UTC=23
+
+# AI summaries (stub — enable later)
+AI_SUMMARY_ENABLED=false
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..b578a67
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,31 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.egg-info/
+dist/
+build/
+*.egg
+.venv/
+venv/
+
+# Environment
+.env
+
+# IDE
+.vscode/
+.idea/
+
+# Node
+node_modules/
+frontend/dist/
+
+# Docker
+.docker/
+
+# Alembic
+alembic/versions/__pycache__/
+
+# OS
+.DS_Store
+Thumbs.db
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..9d9dcca
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,24 @@
+# Stage 1: Build React frontend
+FROM node:20-alpine AS frontend
+WORKDIR /app/frontend
+COPY frontend/package.json frontend/package-lock.json ./
+RUN npm ci
+COPY frontend/ ./
+RUN npm run build
+
+# Stage 2: Python runtime
+FROM python:3.12-slim
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY backend/ backend/
+COPY alembic/ alembic/
+COPY alembic.ini .
+
+# Copy frontend build output
+COPY --from=frontend /app/frontend/dist/ static/
+
+EXPOSE 8000
+CMD ["sh", "-c", "alembic upgrade head && uvicorn backend.main:app --host 0.0.0.0 --port 8000"]
diff --git a/Dockerfile.worker b/Dockerfile.worker
new file mode 100644
index 0000000..14d085a
--- /dev/null
+++ b/Dockerfile.worker
@@ -0,0 +1,11 @@
+FROM python:3.12-slim
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY backend/ backend/
+COPY alembic/ alembic/
+COPY alembic.ini .
+
+CMD ["python", "-m", "backend.worker.main"]
diff --git a/alembic.ini b/alembic.ini
new file mode 100644
index 0000000..68f455c
--- /dev/null
+++ b/alembic.ini
@@ -0,0 +1,36 @@
+[alembic]
+script_location = alembic
+sqlalchemy.url = driver://user:pass@localhost/dbname
+
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
diff --git a/alembic/env.py b/alembic/env.py
new file mode 100644
index 0000000..eae8bce
--- /dev/null
+++ b/alembic/env.py
@@ -0,0 +1,56 @@
+import asyncio
+from logging.config import fileConfig
+
+from sqlalchemy import pool
+from sqlalchemy.ext.asyncio import async_engine_from_config
+from alembic import context
+
+from backend.config import settings
+from backend.models import Base
+
+config = context.config
+config.set_main_option("sqlalchemy.url", settings.database_url)
+
+if config.config_file_name is not None:
+ fileConfig(config.config_file_name)
+
+target_metadata = Base.metadata
+
+
+def run_migrations_offline() -> None:
+ url = config.get_main_option("sqlalchemy.url")
+ context.configure(
+ url=url,
+ target_metadata=target_metadata,
+ literal_binds=True,
+ dialect_opts={"paramstyle": "named"},
+ )
+ with context.begin_transaction():
+ context.run_migrations()
+
+
+def do_run_migrations(connection):
+ context.configure(connection=connection, target_metadata=target_metadata)
+ with context.begin_transaction():
+ context.run_migrations()
+
+
+async def run_async_migrations() -> None:
+ connectable = async_engine_from_config(
+ config.get_section(config.config_ini_section, {}),
+ prefix="sqlalchemy.",
+ poolclass=pool.NullPool,
+ )
+ async with connectable.connect() as connection:
+ await connection.run_sync(do_run_migrations)
+ await connectable.dispose()
+
+
+def run_migrations_online() -> None:
+ asyncio.run(run_async_migrations())
+
+
+if context.is_offline_mode():
+ run_migrations_offline()
+else:
+ run_migrations_online()
diff --git a/alembic/script.py.mako b/alembic/script.py.mako
new file mode 100644
index 0000000..fbc4b07
--- /dev/null
+++ b/alembic/script.py.mako
@@ -0,0 +1,26 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+ ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+ ${downgrades if downgrades else "pass"}
diff --git a/backend/__init__.py b/backend/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/config.py b/backend/config.py
new file mode 100644
index 0000000..1266925
--- /dev/null
+++ b/backend/config.py
@@ -0,0 +1,18 @@
+from pydantic_settings import BaseSettings
+
+
+class Settings(BaseSettings):
+ database_url: str = "postgresql+asyncpg://reddit:changeme@localhost:5432/reddit_monitor"
+ reddit_user_agent: str = "reddit-monitor:v1.0"
+ seed_subreddits: str = ""
+ digest_hour_utc: int = 23
+ ai_summary_enabled: bool = False
+
+ @property
+ def database_url_sync(self) -> str:
+ return self.database_url.replace("+asyncpg", "+psycopg2")
+
+ model_config = {"env_file": ".env", "env_file_encoding": "utf-8"}
+
+
+settings = Settings()
diff --git a/backend/database.py b/backend/database.py
new file mode 100644
index 0000000..fcaaf7d
--- /dev/null
+++ b/backend/database.py
@@ -0,0 +1,18 @@
+from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine, AsyncSession
+from collections.abc import AsyncGenerator
+
+from backend.config import settings
+
+engine = create_async_engine(
+ settings.database_url,
+ pool_size=5,
+ max_overflow=10,
+ pool_recycle=3600,
+)
+
+async_session = async_sessionmaker(engine, expire_on_commit=False)
+
+
+async def get_db() -> AsyncGenerator[AsyncSession, None]:
+ async with async_session() as session:
+ yield session
diff --git a/backend/main.py b/backend/main.py
new file mode 100644
index 0000000..73a0c42
--- /dev/null
+++ b/backend/main.py
@@ -0,0 +1,39 @@
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI
+from fastapi.staticfiles import StaticFiles
+from fastapi.responses import FileResponse
+
+from backend.database import engine
+from backend.routers import health, subreddits, posts, comments, authors, analytics, digests, summaries
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+ yield
+ await engine.dispose()
+
+
+app = FastAPI(title="Reddit Monitor", lifespan=lifespan)
+
+# API routes
+app.include_router(health.router, prefix="/api/v1")
+app.include_router(subreddits.router, prefix="/api/v1")
+app.include_router(posts.router, prefix="/api/v1")
+app.include_router(comments.router, prefix="/api/v1")
+app.include_router(authors.router, prefix="/api/v1")
+app.include_router(analytics.router, prefix="/api/v1")
+app.include_router(digests.router, prefix="/api/v1")
+app.include_router(summaries.router, prefix="/api/v1")
+
+
+# SPA static file serving (only when frontend is built)
+import os
+
+static_dir = os.path.join(os.path.dirname(__file__), "..", "static")
+if os.path.isdir(static_dir):
+ app.mount("/assets", StaticFiles(directory=os.path.join(static_dir, "assets")), name="assets")
+
+ @app.get("/{full_path:path}")
+ async def serve_spa(full_path: str):
+ return FileResponse(os.path.join(static_dir, "index.html"))
diff --git a/backend/models/__init__.py b/backend/models/__init__.py
new file mode 100644
index 0000000..428f2f2
--- /dev/null
+++ b/backend/models/__init__.py
@@ -0,0 +1,19 @@
+from backend.models.base import Base
+from backend.models.subreddit import MonitoredSubreddit
+from backend.models.author import Author
+from backend.models.post import Post
+from backend.models.comment import Comment
+from backend.models.metric_snapshot import MetricSnapshot
+from backend.models.daily_digest import DailyDigest
+from backend.models.summary import Summary
+
+__all__ = [
+ "Base",
+ "MonitoredSubreddit",
+ "Author",
+ "Post",
+ "Comment",
+ "MetricSnapshot",
+ "DailyDigest",
+ "Summary",
+]
diff --git a/backend/models/author.py b/backend/models/author.py
new file mode 100644
index 0000000..5cb6848
--- /dev/null
+++ b/backend/models/author.py
@@ -0,0 +1,23 @@
+from datetime import datetime, timezone
+from sqlalchemy import String, Integer, DateTime
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class Author(Base):
+ __tablename__ = "authors"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ username: Mapped[str] = mapped_column(String(255), unique=True, nullable=False)
+ first_seen_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+ last_seen_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+ total_posts: Mapped[int] = mapped_column(Integer, default=0)
+ total_comments: Mapped[int] = mapped_column(Integer, default=0)
+
+ posts: Mapped[list["Post"]] = relationship(back_populates="author") # noqa: F821
+ comments: Mapped[list["Comment"]] = relationship(back_populates="author") # noqa: F821
diff --git a/backend/models/base.py b/backend/models/base.py
new file mode 100644
index 0000000..fa2b68a
--- /dev/null
+++ b/backend/models/base.py
@@ -0,0 +1,5 @@
+from sqlalchemy.orm import DeclarativeBase
+
+
+class Base(DeclarativeBase):
+ pass
diff --git a/backend/models/comment.py b/backend/models/comment.py
new file mode 100644
index 0000000..22445f0
--- /dev/null
+++ b/backend/models/comment.py
@@ -0,0 +1,34 @@
+from datetime import datetime, timezone
+from sqlalchemy import String, Integer, DateTime, ForeignKey
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class Comment(Base):
+ __tablename__ = "comments"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ reddit_id: Mapped[str] = mapped_column(String(20), unique=True, nullable=False)
+ post_id: Mapped[int] = mapped_column(ForeignKey("posts.id"), nullable=False, index=True)
+ parent_comment_id: Mapped[int | None] = mapped_column(
+ ForeignKey("comments.id"), index=True
+ )
+ author_id: Mapped[int | None] = mapped_column(ForeignKey("authors.id"), index=True)
+ body: Mapped[str] = mapped_column(nullable=False)
+ score: Mapped[int] = mapped_column(Integer, default=0)
+ created_utc: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+ collected_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True),
+ default=lambda: datetime.now(timezone.utc),
+ onupdate=lambda: datetime.now(timezone.utc),
+ )
+
+ post: Mapped["Post"] = relationship(back_populates="comments") # noqa: F821
+ author: Mapped["Author | None"] = relationship(back_populates="comments") # noqa: F821
+ parent_comment: Mapped["Comment | None"] = relationship(
+ remote_side="Comment.id", foreign_keys=[parent_comment_id]
+ )
diff --git a/backend/models/daily_digest.py b/backend/models/daily_digest.py
new file mode 100644
index 0000000..7546f3e
--- /dev/null
+++ b/backend/models/daily_digest.py
@@ -0,0 +1,22 @@
+from datetime import date, datetime, timezone
+from sqlalchemy import Date, DateTime, ForeignKey, JSON
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class DailyDigest(Base):
+ __tablename__ = "daily_digests"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ subreddit_id: Mapped[int] = mapped_column(
+ ForeignKey("monitored_subreddits.id"), nullable=False
+ )
+ digest_date: Mapped[date] = mapped_column(Date, nullable=False)
+ content: Mapped[str] = mapped_column(nullable=False)
+ metadata_: Mapped[dict | None] = mapped_column("metadata", JSON)
+ generated_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+
+ subreddit: Mapped["MonitoredSubreddit"] = relationship(back_populates="daily_digests") # noqa: F821
diff --git a/backend/models/metric_snapshot.py b/backend/models/metric_snapshot.py
new file mode 100644
index 0000000..442d528
--- /dev/null
+++ b/backend/models/metric_snapshot.py
@@ -0,0 +1,23 @@
+from datetime import datetime, timezone
+from sqlalchemy import Integer, Float, DateTime, ForeignKey, Index
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class MetricSnapshot(Base):
+ __tablename__ = "metric_snapshots"
+ __table_args__ = (
+ Index("ix_metric_snapshots_post_snapshot", "post_id", "snapshot_at"),
+ )
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ post_id: Mapped[int] = mapped_column(ForeignKey("posts.id"), nullable=False)
+ score: Mapped[int] = mapped_column(Integer, nullable=False)
+ num_comments: Mapped[int] = mapped_column(Integer, nullable=False)
+ upvote_ratio: Mapped[float | None] = mapped_column(Float)
+ snapshot_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+
+ post: Mapped["Post"] = relationship(back_populates="metric_snapshots") # noqa: F821
diff --git a/backend/models/post.py b/backend/models/post.py
new file mode 100644
index 0000000..f1227c2
--- /dev/null
+++ b/backend/models/post.py
@@ -0,0 +1,42 @@
+from datetime import datetime, timezone
+from sqlalchemy import String, Boolean, Integer, Float, DateTime, ForeignKey, Index
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class Post(Base):
+ __tablename__ = "posts"
+ __table_args__ = (
+ Index("ix_posts_subreddit_created", "subreddit_id", "created_utc"),
+ )
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ reddit_id: Mapped[str] = mapped_column(String(20), unique=True, nullable=False)
+ subreddit_id: Mapped[int] = mapped_column(ForeignKey("monitored_subreddits.id"), index=True)
+ author_id: Mapped[int | None] = mapped_column(ForeignKey("authors.id"), index=True)
+ title: Mapped[str] = mapped_column(nullable=False)
+ selftext: Mapped[str | None] = mapped_column()
+ url: Mapped[str | None] = mapped_column()
+ permalink: Mapped[str | None] = mapped_column()
+ flair: Mapped[str | None] = mapped_column(String(255))
+ score: Mapped[int] = mapped_column(Integer, default=0, index=True)
+ upvote_ratio: Mapped[float | None] = mapped_column(Float)
+ num_comments: Mapped[int] = mapped_column(Integer, default=0)
+ is_self: Mapped[bool | None] = mapped_column(Boolean)
+ over_18: Mapped[bool] = mapped_column(Boolean, default=False)
+ hot_rank: Mapped[int | None] = mapped_column(Integer)
+ created_utc: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+ collected_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True),
+ default=lambda: datetime.now(timezone.utc),
+ onupdate=lambda: datetime.now(timezone.utc),
+ )
+
+ subreddit: Mapped["MonitoredSubreddit"] = relationship(back_populates="posts") # noqa: F821
+ author: Mapped["Author | None"] = relationship(back_populates="posts") # noqa: F821
+ comments: Mapped[list["Comment"]] = relationship(back_populates="post") # noqa: F821
+ metric_snapshots: Mapped[list["MetricSnapshot"]] = relationship(back_populates="post") # noqa: F821
diff --git a/backend/models/subreddit.py b/backend/models/subreddit.py
new file mode 100644
index 0000000..50defd2
--- /dev/null
+++ b/backend/models/subreddit.py
@@ -0,0 +1,28 @@
+from datetime import datetime, timezone
+from sqlalchemy import String, Boolean, Integer, DateTime
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class MonitoredSubreddit(Base):
+ __tablename__ = "monitored_subreddits"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ name: Mapped[str] = mapped_column(String(255), unique=True, nullable=False)
+ display_name: Mapped[str | None] = mapped_column(String(255))
+ description: Mapped[str | None] = mapped_column()
+ subscribers: Mapped[int | None] = mapped_column(Integer)
+ is_active: Mapped[bool] = mapped_column(Boolean, default=True)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True),
+ default=lambda: datetime.now(timezone.utc),
+ onupdate=lambda: datetime.now(timezone.utc),
+ )
+
+ posts: Mapped[list["Post"]] = relationship(back_populates="subreddit") # noqa: F821
+ daily_digests: Mapped[list["DailyDigest"]] = relationship(back_populates="subreddit") # noqa: F821
+ summaries: Mapped[list["Summary"]] = relationship(back_populates="subreddit") # noqa: F821
diff --git a/backend/models/summary.py b/backend/models/summary.py
new file mode 100644
index 0000000..89e9668
--- /dev/null
+++ b/backend/models/summary.py
@@ -0,0 +1,25 @@
+from datetime import datetime, timezone
+from sqlalchemy import String, DateTime, ForeignKey, JSON
+from sqlalchemy.orm import Mapped, mapped_column, relationship
+
+from backend.models.base import Base
+
+
+class Summary(Base):
+ __tablename__ = "summaries"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+ subreddit_id: Mapped[int] = mapped_column(
+ ForeignKey("monitored_subreddits.id"), nullable=False
+ )
+ summary_type: Mapped[str] = mapped_column(String(50), nullable=False)
+ content: Mapped[str | None] = mapped_column()
+ metadata_: Mapped[dict | None] = mapped_column("metadata", JSON)
+ period_start: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+ period_end: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+ provider: Mapped[str | None] = mapped_column(String(100))
+ generated_at: Mapped[datetime] = mapped_column(
+ DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
+ )
+
+ subreddit: Mapped["MonitoredSubreddit"] = relationship(back_populates="summaries") # noqa: F821
diff --git a/backend/routers/__init__.py b/backend/routers/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/routers/analytics.py b/backend/routers/analytics.py
new file mode 100644
index 0000000..082c24d
--- /dev/null
+++ b/backend/routers/analytics.py
@@ -0,0 +1,61 @@
+from datetime import datetime
+from fastapi import APIRouter, Depends, Query
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.services import analytics_service
+
+router = APIRouter(prefix="/analytics", tags=["analytics"])
+
+
+@router.get("/engagement")
+async def engagement(
+ subreddit_id: int | None = None,
+ granularity: str = Query("day", pattern="^(hour|day|week)$"),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ db: AsyncSession = Depends(get_db),
+):
+ return await analytics_service.get_engagement(db, subreddit_id, granularity, since, until)
+
+
+@router.get("/top-posts")
+async def top_posts(
+ subreddit_id: int | None = None,
+ metric: str = Query("score", pattern="^(score|num_comments)$"),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ limit: int = Query(10, ge=1, le=50),
+ db: AsyncSession = Depends(get_db),
+):
+ return await analytics_service.get_top_posts(db, subreddit_id, metric, since, until, limit)
+
+
+@router.get("/top-authors")
+async def top_authors(
+ subreddit_id: int | None = None,
+ since: datetime | None = None,
+ until: datetime | None = None,
+ limit: int = Query(10, ge=1, le=50),
+ db: AsyncSession = Depends(get_db),
+):
+ return await analytics_service.get_top_authors(db, subreddit_id, since, until, limit)
+
+
+@router.get("/subreddit-summary")
+async def subreddit_summary(
+ since: datetime | None = None,
+ until: datetime | None = None,
+ db: AsyncSession = Depends(get_db),
+):
+ return await analytics_service.get_subreddit_summary(db, since, until)
+
+
+@router.get("/flair-distribution")
+async def flair_distribution(
+ subreddit_id: int = Query(...),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ db: AsyncSession = Depends(get_db),
+):
+ return await analytics_service.get_flair_distribution(db, subreddit_id, since, until)
diff --git a/backend/routers/authors.py b/backend/routers/authors.py
new file mode 100644
index 0000000..58e2d92
--- /dev/null
+++ b/backend/routers/authors.py
@@ -0,0 +1,39 @@
+from datetime import datetime
+from fastapi import APIRouter, Depends, HTTPException, Query
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.services import author_service
+
+router = APIRouter(prefix="/authors", tags=["authors"])
+
+
+@router.get("")
+async def list_authors(
+ subreddit_id: int | None = None,
+ sort_by: str = Query("total_comments", pattern="^(total_posts|total_comments)$"),
+ sort_order: str = Query("desc", pattern="^(asc|desc)$"),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = Query(1, ge=1),
+ per_page: int = Query(25, ge=1, le=100),
+ db: AsyncSession = Depends(get_db),
+):
+ authors, total = await author_service.list_authors(
+ db, subreddit_id, sort_by, sort_order, since, until, page, per_page
+ )
+ return {
+ "data": authors,
+ "total": total,
+ "page": page,
+ "per_page": per_page,
+ "pages": (total + per_page - 1) // per_page if per_page else 0,
+ }
+
+
+@router.get("/{author_id}")
+async def get_author(author_id: int, db: AsyncSession = Depends(get_db)):
+ author = await author_service.get_author(db, author_id)
+ if not author:
+ raise HTTPException(status_code=404, detail="Author not found")
+ return author
diff --git a/backend/routers/comments.py b/backend/routers/comments.py
new file mode 100644
index 0000000..2ed4fe4
--- /dev/null
+++ b/backend/routers/comments.py
@@ -0,0 +1,33 @@
+from datetime import datetime
+from fastapi import APIRouter, Depends, Query
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.services import comment_service
+
+router = APIRouter(prefix="/comments", tags=["comments"])
+
+
+@router.get("")
+async def list_comments(
+ post_id: int | None = None,
+ subreddit_id: int | None = None,
+ author: str | None = None,
+ sort_by: str = Query("created_utc", pattern="^(created_utc|score)$"),
+ sort_order: str = Query("desc", pattern="^(asc|desc)$"),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = Query(1, ge=1),
+ per_page: int = Query(25, ge=1, le=100),
+ db: AsyncSession = Depends(get_db),
+):
+ comments, total = await comment_service.list_comments(
+ db, post_id, subreddit_id, author, sort_by, sort_order, since, until, page, per_page
+ )
+ return {
+ "data": comments,
+ "total": total,
+ "page": page,
+ "per_page": per_page,
+ "pages": (total + per_page - 1) // per_page if per_page else 0,
+ }
diff --git a/backend/routers/digests.py b/backend/routers/digests.py
new file mode 100644
index 0000000..6c6e2eb
--- /dev/null
+++ b/backend/routers/digests.py
@@ -0,0 +1,54 @@
+from fastapi import APIRouter, Depends, HTTPException, Query
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.models.daily_digest import DailyDigest
+from backend.models.subreddit import MonitoredSubreddit
+
+router = APIRouter(prefix="/digests", tags=["digests"])
+
+
+@router.get("")
+async def list_digests(
+ subreddit_id: int | None = None,
+ page: int = Query(1, ge=1),
+ per_page: int = Query(25, ge=1, le=100),
+ db: AsyncSession = Depends(get_db),
+):
+ stmt = (
+ select(DailyDigest, MonitoredSubreddit.name)
+ .join(MonitoredSubreddit)
+ .order_by(DailyDigest.digest_date.desc())
+ )
+ if subreddit_id:
+ stmt = stmt.where(DailyDigest.subreddit_id == subreddit_id)
+
+ stmt = stmt.offset((page - 1) * per_page).limit(per_page)
+ result = await db.execute(stmt)
+
+ digests = []
+ for digest, sub_name in result.all():
+ data = {c.name: getattr(digest, c.name) for c in digest.__table__.columns}
+ data["subreddit_name"] = sub_name
+ digests.append(data)
+
+ return {"data": digests, "page": page, "per_page": per_page}
+
+
+@router.get("/{digest_id}")
+async def get_digest(digest_id: int, db: AsyncSession = Depends(get_db)):
+ stmt = (
+ select(DailyDigest, MonitoredSubreddit.name)
+ .join(MonitoredSubreddit)
+ .where(DailyDigest.id == digest_id)
+ )
+ result = await db.execute(stmt)
+ row = result.first()
+ if not row:
+ raise HTTPException(status_code=404, detail="Digest not found")
+
+ digest, sub_name = row
+ data = {c.name: getattr(digest, c.name) for c in digest.__table__.columns}
+ data["subreddit_name"] = sub_name
+ return data
diff --git a/backend/routers/health.py b/backend/routers/health.py
new file mode 100644
index 0000000..49d47f0
--- /dev/null
+++ b/backend/routers/health.py
@@ -0,0 +1,16 @@
+from fastapi import APIRouter, Depends
+from sqlalchemy import text
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+
+router = APIRouter()
+
+
+@router.get("/health")
+async def health_check(db: AsyncSession = Depends(get_db)):
+ try:
+ await db.execute(text("SELECT 1"))
+ return {"status": "ok", "db": "connected"}
+ except Exception:
+ return {"status": "degraded", "db": "disconnected"}
diff --git a/backend/routers/posts.py b/backend/routers/posts.py
new file mode 100644
index 0000000..993d87c
--- /dev/null
+++ b/backend/routers/posts.py
@@ -0,0 +1,64 @@
+from datetime import datetime
+from fastapi import APIRouter, Depends, HTTPException, Query
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.schemas.post import PostResponse, PostDetailResponse
+from backend.services import post_service
+from backend.models.metric_snapshot import MetricSnapshot
+from sqlalchemy import select
+
+router = APIRouter(prefix="/posts", tags=["posts"])
+
+
+@router.get("")
+async def list_posts(
+ subreddit_id: int | None = None,
+ author: str | None = None,
+ flair: str | None = None,
+ sort_by: str = Query("created_utc", pattern="^(created_utc|score|num_comments)$"),
+ sort_order: str = Query("desc", pattern="^(asc|desc)$"),
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = Query(1, ge=1),
+ per_page: int = Query(25, ge=1, le=100),
+ db: AsyncSession = Depends(get_db),
+):
+ posts, total = await post_service.list_posts(
+ db, subreddit_id, author, flair, sort_by, sort_order, since, until, page, per_page
+ )
+ return {
+ "data": posts,
+ "total": total,
+ "page": page,
+ "per_page": per_page,
+ "pages": (total + per_page - 1) // per_page if per_page else 0,
+ }
+
+
+@router.get("/{post_id}")
+async def get_post(post_id: int, db: AsyncSession = Depends(get_db)):
+ post = await post_service.get_post(db, post_id)
+ if not post:
+ raise HTTPException(status_code=404, detail="Post not found")
+ return post
+
+
+@router.get("/{post_id}/snapshots")
+async def get_post_snapshots(post_id: int, db: AsyncSession = Depends(get_db)):
+ stmt = (
+ select(MetricSnapshot)
+ .where(MetricSnapshot.post_id == post_id)
+ .order_by(MetricSnapshot.snapshot_at.asc())
+ )
+ result = await db.execute(stmt)
+ snapshots = result.scalars().all()
+ return [
+ {
+ "score": s.score,
+ "num_comments": s.num_comments,
+ "upvote_ratio": s.upvote_ratio,
+ "snapshot_at": s.snapshot_at,
+ }
+ for s in snapshots
+ ]
diff --git a/backend/routers/subreddits.py b/backend/routers/subreddits.py
new file mode 100644
index 0000000..3c91052
--- /dev/null
+++ b/backend/routers/subreddits.py
@@ -0,0 +1,47 @@
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.database import get_db
+from backend.schemas.subreddit import SubredditCreate, SubredditUpdate, SubredditResponse
+from backend.services import subreddit_service
+
+router = APIRouter(prefix="/subreddits", tags=["subreddits"])
+
+
+@router.get("", response_model=list[SubredditResponse])
+async def list_subreddits(db: AsyncSession = Depends(get_db)):
+ return await subreddit_service.list_subreddits(db)
+
+
+@router.post("", response_model=SubredditResponse, status_code=201)
+async def create_subreddit(body: SubredditCreate, db: AsyncSession = Depends(get_db)):
+ sub = await subreddit_service.create_subreddit(db, body.name)
+ data = {c.name: getattr(sub, c.name) for c in sub.__table__.columns}
+ data["post_count"] = 0
+ return data
+
+
+@router.get("/{subreddit_id}", response_model=SubredditResponse)
+async def get_subreddit(subreddit_id: int, db: AsyncSession = Depends(get_db)):
+ sub = await subreddit_service.get_subreddit(db, subreddit_id)
+ if not sub:
+ raise HTTPException(status_code=404, detail="Subreddit not found")
+ return sub
+
+
+@router.patch("/{subreddit_id}", response_model=SubredditResponse)
+async def update_subreddit(
+ subreddit_id: int, body: SubredditUpdate, db: AsyncSession = Depends(get_db)
+):
+ sub = await subreddit_service.update_subreddit(db, subreddit_id, body.is_active)
+ if not sub:
+ raise HTTPException(status_code=404, detail="Subreddit not found")
+ result = await subreddit_service.get_subreddit(db, subreddit_id)
+ return result
+
+
+@router.delete("/{subreddit_id}", status_code=204)
+async def delete_subreddit(subreddit_id: int, db: AsyncSession = Depends(get_db)):
+ deleted = await subreddit_service.delete_subreddit(db, subreddit_id)
+ if not deleted:
+ raise HTTPException(status_code=404, detail="Subreddit not found")
diff --git a/backend/routers/summaries.py b/backend/routers/summaries.py
new file mode 100644
index 0000000..92f3e62
--- /dev/null
+++ b/backend/routers/summaries.py
@@ -0,0 +1,13 @@
+from fastapi import APIRouter
+
+router = APIRouter(prefix="/summaries", tags=["summaries"])
+
+
+@router.get("")
+async def list_summaries():
+ return {"data": [], "message": "AI summaries not yet configured"}
+
+
+@router.get("/{summary_id}")
+async def get_summary(summary_id: int):
+ return {"detail": "AI summaries not yet configured"}
diff --git a/backend/schemas/__init__.py b/backend/schemas/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/schemas/analytics.py b/backend/schemas/analytics.py
new file mode 100644
index 0000000..3089637
--- /dev/null
+++ b/backend/schemas/analytics.py
@@ -0,0 +1,54 @@
+from datetime import datetime, date
+from pydantic import BaseModel
+
+
+class EngagementPoint(BaseModel):
+ period: str
+ posts: int
+ comments: int
+ avg_score: float
+
+
+class TopPost(BaseModel):
+ id: int
+ title: str
+ score: int
+ num_comments: int
+ author_name: str | None
+ subreddit_name: str
+ created_utc: datetime
+ permalink: str | None
+
+
+class TopAuthor(BaseModel):
+ id: int
+ username: str
+ post_count: int
+ comment_count: int
+ total_activity: int
+
+
+class SubredditSummary(BaseModel):
+ subreddit_id: int
+ subreddit_name: str
+ total_posts: int
+ total_comments: int
+ avg_score: float
+ top_flair: str | None
+
+
+class FlairCount(BaseModel):
+ flair: str | None
+ count: int
+
+
+class DigestResponse(BaseModel):
+ id: int
+ subreddit_id: int
+ subreddit_name: str | None = None
+ digest_date: date
+ content: str
+ metadata_: dict | None = None
+ generated_at: datetime
+
+ model_config = {"from_attributes": True}
diff --git a/backend/schemas/author.py b/backend/schemas/author.py
new file mode 100644
index 0000000..b50f5cc
--- /dev/null
+++ b/backend/schemas/author.py
@@ -0,0 +1,13 @@
+from datetime import datetime
+from pydantic import BaseModel
+
+
+class AuthorResponse(BaseModel):
+ id: int
+ username: str
+ first_seen_at: datetime
+ last_seen_at: datetime
+ total_posts: int
+ total_comments: int
+
+ model_config = {"from_attributes": True}
diff --git a/backend/schemas/common.py b/backend/schemas/common.py
new file mode 100644
index 0000000..44a14d8
--- /dev/null
+++ b/backend/schemas/common.py
@@ -0,0 +1,19 @@
+from datetime import datetime
+from pydantic import BaseModel
+
+
+class PaginationParams(BaseModel):
+ page: int = 1
+ per_page: int = 25
+
+
+class PaginatedResponse(BaseModel):
+ total: int
+ page: int
+ per_page: int
+ pages: int
+
+
+class TimeRangeParams(BaseModel):
+ since: datetime | None = None
+ until: datetime | None = None
diff --git a/backend/schemas/post.py b/backend/schemas/post.py
new file mode 100644
index 0000000..62164b0
--- /dev/null
+++ b/backend/schemas/post.py
@@ -0,0 +1,45 @@
+from datetime import datetime
+from pydantic import BaseModel
+
+
+class PostResponse(BaseModel):
+ id: int
+ reddit_id: str
+ subreddit_id: int
+ subreddit_name: str | None = None
+ author_id: int | None
+ author_name: str | None = None
+ title: str
+ selftext: str | None
+ url: str | None
+ permalink: str | None
+ flair: str | None
+ score: int
+ upvote_ratio: float | None
+ num_comments: int
+ is_self: bool | None
+ over_18: bool
+ hot_rank: int | None
+ created_utc: datetime
+ collected_at: datetime
+ updated_at: datetime
+
+ model_config = {"from_attributes": True}
+
+
+class PostDetailResponse(PostResponse):
+ comments: list["CommentResponse"] = []
+
+
+class CommentResponse(BaseModel):
+ id: int
+ reddit_id: str
+ post_id: int
+ parent_comment_id: int | None
+ author_id: int | None
+ author_name: str | None = None
+ body: str
+ score: int
+ created_utc: datetime
+
+ model_config = {"from_attributes": True}
diff --git a/backend/schemas/subreddit.py b/backend/schemas/subreddit.py
new file mode 100644
index 0000000..4d12e37
--- /dev/null
+++ b/backend/schemas/subreddit.py
@@ -0,0 +1,24 @@
+from datetime import datetime
+from pydantic import BaseModel
+
+
+class SubredditCreate(BaseModel):
+ name: str
+
+
+class SubredditUpdate(BaseModel):
+ is_active: bool | None = None
+
+
+class SubredditResponse(BaseModel):
+ id: int
+ name: str
+ display_name: str | None
+ description: str | None
+ subscribers: int | None
+ is_active: bool
+ created_at: datetime
+ updated_at: datetime
+ post_count: int = 0
+
+ model_config = {"from_attributes": True}
diff --git a/backend/services/__init__.py b/backend/services/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/services/analytics_service.py b/backend/services/analytics_service.py
new file mode 100644
index 0000000..1b7b415
--- /dev/null
+++ b/backend/services/analytics_service.py
@@ -0,0 +1,231 @@
+from datetime import datetime, timedelta, timezone
+from sqlalchemy import select, func, case, text
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.models.post import Post
+from backend.models.comment import Comment
+from backend.models.author import Author
+from backend.models.subreddit import MonitoredSubreddit
+
+
+async def get_engagement(
+ db: AsyncSession,
+ subreddit_id: int | None = None,
+ granularity: str = "day",
+ since: datetime | None = None,
+ until: datetime | None = None,
+) -> list[dict]:
+ if not since:
+ since = datetime.now(timezone.utc) - timedelta(days=30)
+ if not until:
+ until = datetime.now(timezone.utc)
+
+ trunc = func.date_trunc(granularity, Post.created_utc)
+
+ stmt = select(
+ trunc.label("period"),
+ func.count(Post.id).label("posts"),
+ func.coalesce(func.avg(Post.score), 0).label("avg_score"),
+ ).where(Post.created_utc >= since, Post.created_utc <= until)
+
+ if subreddit_id:
+ stmt = stmt.where(Post.subreddit_id == subreddit_id)
+
+ stmt = stmt.group_by("period").order_by("period")
+ result = await db.execute(stmt)
+
+ # Get comment counts per period
+ comment_trunc = func.date_trunc(granularity, Comment.created_utc)
+ comment_stmt = (
+ select(
+ comment_trunc.label("period"),
+ func.count(Comment.id).label("comments"),
+ )
+ .join(Post)
+ .where(Comment.created_utc >= since, Comment.created_utc <= until)
+ )
+ if subreddit_id:
+ comment_stmt = comment_stmt.where(Post.subreddit_id == subreddit_id)
+ comment_stmt = comment_stmt.group_by("period")
+ comment_result = await db.execute(comment_stmt)
+ comment_map = {str(r.period): r.comments for r in comment_result}
+
+ return [
+ {
+ "period": str(r.period),
+ "posts": r.posts,
+ "comments": comment_map.get(str(r.period), 0),
+ "avg_score": round(float(r.avg_score), 1),
+ }
+ for r in result
+ ]
+
+
+async def get_top_posts(
+ db: AsyncSession,
+ subreddit_id: int | None = None,
+ metric: str = "score",
+ since: datetime | None = None,
+ until: datetime | None = None,
+ limit: int = 10,
+) -> list[dict]:
+ if not since:
+ since = datetime.now(timezone.utc) - timedelta(days=7)
+
+ stmt = (
+ select(Post, MonitoredSubreddit.name, Author.username)
+ .join(MonitoredSubreddit)
+ .outerjoin(Author)
+ .where(Post.created_utc >= since)
+ )
+ if until:
+ stmt = stmt.where(Post.created_utc <= until)
+ if subreddit_id:
+ stmt = stmt.where(Post.subreddit_id == subreddit_id)
+
+ sort_col = Post.score if metric == "score" else Post.num_comments
+ stmt = stmt.order_by(sort_col.desc()).limit(limit)
+
+ result = await db.execute(stmt)
+ return [
+ {
+ "id": post.id,
+ "title": post.title,
+ "score": post.score,
+ "num_comments": post.num_comments,
+ "author_name": author_name,
+ "subreddit_name": sub_name,
+ "created_utc": post.created_utc,
+ "permalink": post.permalink,
+ }
+ for post, sub_name, author_name in result.all()
+ ]
+
+
+async def get_top_authors(
+ db: AsyncSession,
+ subreddit_id: int | None = None,
+ since: datetime | None = None,
+ until: datetime | None = None,
+ limit: int = 10,
+) -> list[dict]:
+ if not since:
+ since = datetime.now(timezone.utc) - timedelta(days=7)
+
+ post_count = (
+ select(func.count(Post.id))
+ .where(Post.author_id == Author.id, Post.created_utc >= since)
+ )
+ comment_count = (
+ select(func.count(Comment.id))
+ .where(Comment.author_id == Author.id, Comment.created_utc >= since)
+ )
+
+ if until:
+ post_count = post_count.where(Post.created_utc <= until)
+ comment_count = comment_count.where(Comment.created_utc <= until)
+
+ if subreddit_id:
+ post_count = post_count.where(Post.subreddit_id == subreddit_id)
+ comment_count = comment_count.join(Post).where(Post.subreddit_id == subreddit_id)
+
+ pc = post_count.correlate(Author).scalar_subquery().label("post_count")
+ cc = comment_count.correlate(Author).scalar_subquery().label("comment_count")
+
+ stmt = (
+ select(Author, pc, cc)
+ .order_by((pc + cc).desc())
+ .limit(limit)
+ )
+
+ result = await db.execute(stmt)
+ return [
+ {
+ "id": author.id,
+ "username": author.username,
+ "post_count": pc or 0,
+ "comment_count": cc or 0,
+ "total_activity": (pc or 0) + (cc or 0),
+ }
+ for author, pc, cc in result.all()
+ ]
+
+
+async def get_subreddit_summary(
+ db: AsyncSession,
+ since: datetime | None = None,
+ until: datetime | None = None,
+) -> list[dict]:
+ if not since:
+ since = datetime.now(timezone.utc) - timedelta(days=7)
+
+ stmt = (
+ select(
+ MonitoredSubreddit.id,
+ MonitoredSubreddit.name,
+ func.count(Post.id).label("total_posts"),
+ func.coalesce(func.avg(Post.score), 0).label("avg_score"),
+ )
+ .outerjoin(Post, (Post.subreddit_id == MonitoredSubreddit.id) & (Post.created_utc >= since))
+ .where(MonitoredSubreddit.is_active == True) # noqa: E712
+ .group_by(MonitoredSubreddit.id)
+ .order_by(MonitoredSubreddit.name)
+ )
+ if until:
+ stmt = stmt.where(Post.created_utc <= until)
+
+ result = await db.execute(stmt)
+
+ summaries = []
+ for sub_id, sub_name, total_posts, avg_score in result.all():
+ # Get comment count
+ cc = await db.execute(
+ select(func.count(Comment.id))
+ .join(Post)
+ .where(Post.subreddit_id == sub_id, Comment.created_utc >= since)
+ )
+ comment_count = cc.scalar() or 0
+
+ # Top flair
+ flair_stmt = (
+ select(Post.flair, func.count(Post.id).label("cnt"))
+ .where(Post.subreddit_id == sub_id, Post.created_utc >= since, Post.flair.isnot(None))
+ .group_by(Post.flair)
+ .order_by(func.count(Post.id).desc())
+ .limit(1)
+ )
+ flair_result = await db.execute(flair_stmt)
+ top_flair_row = flair_result.first()
+
+ summaries.append({
+ "subreddit_id": sub_id,
+ "subreddit_name": sub_name,
+ "total_posts": total_posts,
+ "total_comments": comment_count,
+ "avg_score": round(float(avg_score), 1),
+ "top_flair": top_flair_row[0] if top_flair_row else None,
+ })
+
+ return summaries
+
+
+async def get_flair_distribution(
+ db: AsyncSession,
+ subreddit_id: int,
+ since: datetime | None = None,
+ until: datetime | None = None,
+) -> list[dict]:
+ if not since:
+ since = datetime.now(timezone.utc) - timedelta(days=30)
+
+ stmt = (
+ select(Post.flair, func.count(Post.id).label("count"))
+ .where(Post.subreddit_id == subreddit_id, Post.created_utc >= since)
+ .group_by(Post.flair)
+ .order_by(func.count(Post.id).desc())
+ )
+ if until:
+ stmt = stmt.where(Post.created_utc <= until)
+
+ result = await db.execute(stmt)
+ return [{"flair": flair, "count": count} for flair, count in result.all()]
diff --git a/backend/services/author_service.py b/backend/services/author_service.py
new file mode 100644
index 0000000..6c2b4fc
--- /dev/null
+++ b/backend/services/author_service.py
@@ -0,0 +1,79 @@
+from datetime import datetime
+from sqlalchemy import select, func
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.models.author import Author
+from backend.models.post import Post
+from backend.models.comment import Comment
+
+
+async def list_authors(
+ db: AsyncSession,
+ subreddit_id: int | None = None,
+ sort_by: str = "total_comments",
+ sort_order: str = "desc",
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = 1,
+ per_page: int = 25,
+) -> tuple[list[dict], int]:
+ base = select(Author)
+
+ if subreddit_id or since or until:
+ # Need to compute activity counts with filters
+ post_count = (
+ select(func.count(Post.id))
+ .where(Post.author_id == Author.id)
+ )
+ comment_count = (
+ select(func.count(Comment.id))
+ .where(Comment.author_id == Author.id)
+ )
+
+ if subreddit_id:
+ post_count = post_count.where(Post.subreddit_id == subreddit_id)
+ comment_count = comment_count.join(Post).where(Post.subreddit_id == subreddit_id)
+ if since:
+ post_count = post_count.where(Post.created_utc >= since)
+ comment_count = comment_count.where(Comment.created_utc >= since)
+ if until:
+ post_count = post_count.where(Post.created_utc <= until)
+ comment_count = comment_count.where(Comment.created_utc <= until)
+
+ base = select(
+ Author,
+ post_count.correlate(Author).scalar_subquery().label("filtered_posts"),
+ comment_count.correlate(Author).scalar_subquery().label("filtered_comments"),
+ )
+ else:
+ base = select(Author)
+
+ count_stmt = select(func.count()).select_from(base.subquery())
+ total = (await db.execute(count_stmt)).scalar() or 0
+
+ sort_col = getattr(Author, sort_by, Author.total_comments)
+ if sort_order == "asc":
+ base = base.order_by(sort_col.asc())
+ else:
+ base = base.order_by(sort_col.desc())
+
+ base = base.offset((page - 1) * per_page).limit(per_page)
+
+ result = await db.execute(base)
+ authors = []
+ for row in result.all():
+ if isinstance(row, tuple):
+ author = row[0]
+ else:
+ author = row
+ data = {c.name: getattr(author, c.name) for c in author.__table__.columns}
+ authors.append(data)
+
+ return authors, total
+
+
+async def get_author(db: AsyncSession, author_id: int) -> dict | None:
+ author = await db.get(Author, author_id)
+ if not author:
+ return None
+ return {c.name: getattr(author, c.name) for c in author.__table__.columns}
diff --git a/backend/services/comment_service.py b/backend/services/comment_service.py
new file mode 100644
index 0000000..7cc1228
--- /dev/null
+++ b/backend/services/comment_service.py
@@ -0,0 +1,57 @@
+from datetime import datetime
+from sqlalchemy import select, func
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.models.comment import Comment
+from backend.models.post import Post
+from backend.models.author import Author
+
+
+async def list_comments(
+ db: AsyncSession,
+ post_id: int | None = None,
+ subreddit_id: int | None = None,
+ author: str | None = None,
+ sort_by: str = "created_utc",
+ sort_order: str = "desc",
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = 1,
+ per_page: int = 25,
+) -> tuple[list[dict], int]:
+ base = select(Comment, Author.username).outerjoin(Author).join(Post)
+
+ filters = []
+ if post_id:
+ filters.append(Comment.post_id == post_id)
+ if subreddit_id:
+ filters.append(Post.subreddit_id == subreddit_id)
+ if author:
+ filters.append(Author.username == author)
+ if since:
+ filters.append(Comment.created_utc >= since)
+ if until:
+ filters.append(Comment.created_utc <= until)
+
+ if filters:
+ base = base.where(*filters)
+
+ count_stmt = select(func.count()).select_from(base.subquery())
+ total = (await db.execute(count_stmt)).scalar() or 0
+
+ sort_col = getattr(Comment, sort_by, Comment.created_utc)
+ if sort_order == "asc":
+ base = base.order_by(sort_col.asc())
+ else:
+ base = base.order_by(sort_col.desc())
+
+ base = base.offset((page - 1) * per_page).limit(per_page)
+
+ result = await db.execute(base)
+ comments = []
+ for comment, author_name in result.all():
+ data = {c.name: getattr(comment, c.name) for c in comment.__table__.columns}
+ data["author_name"] = author_name
+ comments.append(data)
+
+ return comments, total
diff --git a/backend/services/post_service.py b/backend/services/post_service.py
new file mode 100644
index 0000000..f83669e
--- /dev/null
+++ b/backend/services/post_service.py
@@ -0,0 +1,102 @@
+from datetime import datetime
+from sqlalchemy import select, func
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.orm import joinedload
+
+from backend.models.post import Post
+from backend.models.subreddit import MonitoredSubreddit
+from backend.models.author import Author
+from backend.models.comment import Comment
+
+
+async def list_posts(
+ db: AsyncSession,
+ subreddit_id: int | None = None,
+ author: str | None = None,
+ flair: str | None = None,
+ sort_by: str = "created_utc",
+ sort_order: str = "desc",
+ since: datetime | None = None,
+ until: datetime | None = None,
+ page: int = 1,
+ per_page: int = 25,
+) -> tuple[list[dict], int]:
+ base = select(Post, MonitoredSubreddit.name, Author.username).join(
+ MonitoredSubreddit
+ ).outerjoin(Author)
+
+ filters = []
+ if subreddit_id:
+ filters.append(Post.subreddit_id == subreddit_id)
+ if flair:
+ filters.append(Post.flair == flair)
+ if since:
+ filters.append(Post.created_utc >= since)
+ if until:
+ filters.append(Post.created_utc <= until)
+ if author:
+ filters.append(Author.username == author)
+
+ if filters:
+ base = base.where(*filters)
+
+ # Count
+ count_stmt = select(func.count()).select_from(base.subquery())
+ total = (await db.execute(count_stmt)).scalar() or 0
+
+ # Sort
+ sort_col = getattr(Post, sort_by, Post.created_utc)
+ if sort_order == "asc":
+ base = base.order_by(sort_col.asc())
+ else:
+ base = base.order_by(sort_col.desc())
+
+ # Paginate
+ base = base.offset((page - 1) * per_page).limit(per_page)
+
+ result = await db.execute(base)
+ rows = result.all()
+
+ posts = []
+ for post, sub_name, author_name in rows:
+ data = {c.name: getattr(post, c.name) for c in post.__table__.columns}
+ data["subreddit_name"] = sub_name
+ data["author_name"] = author_name
+ posts.append(data)
+
+ return posts, total
+
+
+async def get_post(db: AsyncSession, post_id: int) -> dict | None:
+ stmt = (
+ select(Post, MonitoredSubreddit.name, Author.username)
+ .join(MonitoredSubreddit)
+ .outerjoin(Author)
+ .where(Post.id == post_id)
+ )
+ result = await db.execute(stmt)
+ row = result.first()
+ if not row:
+ return None
+
+ post, sub_name, author_name = row
+ data = {c.name: getattr(post, c.name) for c in post.__table__.columns}
+ data["subreddit_name"] = sub_name
+ data["author_name"] = author_name
+
+ # Get comments
+ comment_stmt = (
+ select(Comment, Author.username)
+ .outerjoin(Author)
+ .where(Comment.post_id == post_id)
+ .order_by(Comment.created_utc.asc())
+ )
+ comment_result = await db.execute(comment_stmt)
+ comments = []
+ for comment, c_author in comment_result.all():
+ c_data = {c.name: getattr(comment, c.name) for c in comment.__table__.columns}
+ c_data["author_name"] = c_author
+ comments.append(c_data)
+
+ data["comments"] = comments
+ return data
diff --git a/backend/services/subreddit_service.py b/backend/services/subreddit_service.py
new file mode 100644
index 0000000..9a6ee85
--- /dev/null
+++ b/backend/services/subreddit_service.py
@@ -0,0 +1,75 @@
+from sqlalchemy import select, func
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from backend.models.subreddit import MonitoredSubreddit
+from backend.models.post import Post
+
+
+async def list_subreddits(db: AsyncSession) -> list[dict]:
+ stmt = (
+ select(
+ MonitoredSubreddit,
+ func.count(Post.id).label("post_count"),
+ )
+ .outerjoin(Post, Post.subreddit_id == MonitoredSubreddit.id)
+ .group_by(MonitoredSubreddit.id)
+ .order_by(MonitoredSubreddit.name)
+ )
+ result = await db.execute(stmt)
+ rows = result.all()
+ out = []
+ for sub, post_count in rows:
+ data = {c.name: getattr(sub, c.name) for c in sub.__table__.columns}
+ data["post_count"] = post_count
+ out.append(data)
+ return out
+
+
+async def get_subreddit(db: AsyncSession, subreddit_id: int) -> dict | None:
+ stmt = (
+ select(
+ MonitoredSubreddit,
+ func.count(Post.id).label("post_count"),
+ )
+ .outerjoin(Post, Post.subreddit_id == MonitoredSubreddit.id)
+ .where(MonitoredSubreddit.id == subreddit_id)
+ .group_by(MonitoredSubreddit.id)
+ )
+ result = await db.execute(stmt)
+ row = result.first()
+ if not row:
+ return None
+ sub, post_count = row
+ data = {c.name: getattr(sub, c.name) for c in sub.__table__.columns}
+ data["post_count"] = post_count
+ return data
+
+
+async def create_subreddit(db: AsyncSession, name: str) -> MonitoredSubreddit:
+ sub = MonitoredSubreddit(name=name.lower().strip())
+ db.add(sub)
+ await db.commit()
+ await db.refresh(sub)
+ return sub
+
+
+async def update_subreddit(
+ db: AsyncSession, subreddit_id: int, is_active: bool | None = None
+) -> MonitoredSubreddit | None:
+ sub = await db.get(MonitoredSubreddit, subreddit_id)
+ if not sub:
+ return None
+ if is_active is not None:
+ sub.is_active = is_active
+ await db.commit()
+ await db.refresh(sub)
+ return sub
+
+
+async def delete_subreddit(db: AsyncSession, subreddit_id: int) -> bool:
+ sub = await db.get(MonitoredSubreddit, subreddit_id)
+ if not sub:
+ return False
+ sub.is_active = False
+ await db.commit()
+ return True
diff --git a/backend/utils/__init__.py b/backend/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/worker/__init__.py b/backend/worker/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/worker/digest_job.py b/backend/worker/digest_job.py
new file mode 100644
index 0000000..401c274
--- /dev/null
+++ b/backend/worker/digest_job.py
@@ -0,0 +1,140 @@
+import logging
+from datetime import datetime, timezone, timedelta, date
+
+from sqlalchemy import select, func, create_engine
+from sqlalchemy.orm import sessionmaker
+
+from backend.config import settings
+from backend.models.subreddit import MonitoredSubreddit
+from backend.models.post import Post
+from backend.models.comment import Comment
+from backend.models.author import Author
+from backend.models.daily_digest import DailyDigest
+
+logger = logging.getLogger(__name__)
+
+_engine = create_engine(settings.database_url_sync, pool_size=2, pool_recycle=3600)
+SyncSession = sessionmaker(_engine)
+
+
+def generate_daily_digests():
+ """Generate daily digest for each active subreddit."""
+ yesterday = date.today() - timedelta(days=1)
+ day_start = datetime(yesterday.year, yesterday.month, yesterday.day, tzinfo=timezone.utc)
+ day_end = day_start + timedelta(days=1)
+
+ with SyncSession() as db:
+ subs = db.execute(
+ select(MonitoredSubreddit).where(MonitoredSubreddit.is_active == True) # noqa: E712
+ ).scalars().all()
+
+ for sub in subs:
+ # Check if digest already exists
+ existing = db.execute(
+ select(DailyDigest).where(
+ DailyDigest.subreddit_id == sub.id,
+ DailyDigest.digest_date == yesterday,
+ )
+ ).scalar_one_or_none()
+ if existing:
+ continue
+
+ # Gather stats
+ post_count = db.execute(
+ select(func.count(Post.id)).where(
+ Post.subreddit_id == sub.id,
+ Post.created_utc >= day_start,
+ Post.created_utc < day_end,
+ )
+ ).scalar() or 0
+
+ comment_count = db.execute(
+ select(func.count(Comment.id))
+ .join(Post)
+ .where(
+ Post.subreddit_id == sub.id,
+ Comment.created_utc >= day_start,
+ Comment.created_utc < day_end,
+ )
+ ).scalar() or 0
+
+ # Top posts by score
+ top_posts = db.execute(
+ select(Post.title, Post.score, Post.num_comments, Post.permalink)
+ .where(
+ Post.subreddit_id == sub.id,
+ Post.created_utc >= day_start,
+ Post.created_utc < day_end,
+ )
+ .order_by(Post.score.desc())
+ .limit(5)
+ ).all()
+
+ # Top authors
+ top_authors = db.execute(
+ select(Author.username, func.count(Comment.id).label("cnt"))
+ .join(Comment, Comment.author_id == Author.id)
+ .join(Post, Comment.post_id == Post.id)
+ .where(
+ Post.subreddit_id == sub.id,
+ Comment.created_utc >= day_start,
+ Comment.created_utc < day_end,
+ )
+ .group_by(Author.username)
+ .order_by(func.count(Comment.id).desc())
+ .limit(5)
+ ).all()
+
+ avg_score = db.execute(
+ select(func.avg(Post.score)).where(
+ Post.subreddit_id == sub.id,
+ Post.created_utc >= day_start,
+ Post.created_utc < day_end,
+ )
+ ).scalar()
+
+ # Build markdown digest
+ lines = [
+ f"# r/{sub.name} — Daily Digest for {yesterday}",
+ "",
+ f"**Posts:** {post_count} | **Comments:** {comment_count} | **Avg Score:** {avg_score:.1f}" if avg_score else f"**Posts:** {post_count} | **Comments:** {comment_count}",
+ "",
+ ]
+
+ if top_posts:
+ lines.append("## Top Posts")
+ for i, (title, score, num_comments, permalink) in enumerate(top_posts, 1):
+ lines.append(f"{i}. **{title}** — {score} pts, {num_comments} comments")
+ lines.append("")
+
+ if top_authors:
+ lines.append("## Most Active Users")
+ for username, cnt in top_authors:
+ lines.append(f"- u/{username}: {cnt} comments")
+ lines.append("")
+
+ content = "\n".join(lines)
+
+ metadata = {
+ "post_count": post_count,
+ "comment_count": comment_count,
+ "avg_score": float(avg_score) if avg_score else 0,
+ "top_posts": [
+ {"title": t, "score": s, "num_comments": n}
+ for t, s, n, _ in top_posts
+ ],
+ "top_authors": [
+ {"username": u, "comment_count": c}
+ for u, c in top_authors
+ ],
+ }
+
+ digest = DailyDigest(
+ subreddit_id=sub.id,
+ digest_date=yesterday,
+ content=content,
+ metadata_=metadata,
+ )
+ db.add(digest)
+ db.commit()
+ logger.info(f"Generated daily digest for r/{sub.name} on {yesterday}")
diff --git a/backend/worker/main.py b/backend/worker/main.py
new file mode 100644
index 0000000..5ff4245
--- /dev/null
+++ b/backend/worker/main.py
@@ -0,0 +1,90 @@
+import logging
+import signal
+import sys
+
+from apscheduler.schedulers.blocking import BlockingScheduler
+from apscheduler.triggers.interval import IntervalTrigger
+from apscheduler.triggers.cron import CronTrigger
+
+from backend.config import settings
+from backend.worker.monitor import poll_new_posts, poll_hot_posts, collect_comments, update_scores
+from backend.worker.snapshot import take_metric_snapshots
+from backend.worker.digest_job import generate_daily_digests
+from backend.worker.summary_job import generate_summaries
+
+logging.basicConfig(
+ level=logging.INFO,
+ format="%(asctime)s [%(name)s] %(levelname)s: %(message)s",
+)
+logger = logging.getLogger(__name__)
+
+
+def seed_subreddits():
+ """Add seed subreddits on first startup if configured."""
+ if not settings.seed_subreddits:
+ return
+ from sqlalchemy import select, create_engine
+ from sqlalchemy.orm import sessionmaker
+ from backend.models.subreddit import MonitoredSubreddit
+
+ engine = create_engine(settings.database_url_sync)
+ Session = sessionmaker(engine)
+
+ names = [s.strip().lower() for s in settings.seed_subreddits.split(",") if s.strip()]
+ with Session() as db:
+ for name in names:
+ existing = db.execute(
+ select(MonitoredSubreddit).where(MonitoredSubreddit.name == name)
+ ).scalar_one_or_none()
+ if not existing:
+ db.add(MonitoredSubreddit(name=name))
+ logger.info(f"Seeded subreddit: r/{name}")
+ db.commit()
+ engine.dispose()
+
+
+def main():
+ logger.info("Starting Reddit monitor worker")
+ seed_subreddits()
+
+ scheduler = BlockingScheduler()
+
+ # Reddit polling jobs
+ scheduler.add_job(poll_new_posts, IntervalTrigger(minutes=2), id="poll_new", max_instances=1)
+ scheduler.add_job(poll_hot_posts, IntervalTrigger(minutes=2), id="poll_hot", max_instances=1)
+ scheduler.add_job(collect_comments, IntervalTrigger(minutes=5), id="comments", max_instances=1)
+ scheduler.add_job(update_scores, IntervalTrigger(minutes=15), id="scores", max_instances=1)
+
+ # Metric snapshots
+ scheduler.add_job(take_metric_snapshots, IntervalTrigger(minutes=30), id="snapshots", max_instances=1)
+
+ # Daily digest
+ scheduler.add_job(
+ generate_daily_digests,
+ CronTrigger(hour=settings.digest_hour_utc, minute=0),
+ id="digest",
+ max_instances=1,
+ )
+
+ # AI summary stub
+ scheduler.add_job(
+ generate_summaries,
+ CronTrigger(hour=settings.digest_hour_utc, minute=30),
+ id="summary",
+ max_instances=1,
+ )
+
+ def shutdown(signum, frame):
+ logger.info("Shutting down worker...")
+ scheduler.shutdown(wait=False)
+ sys.exit(0)
+
+ signal.signal(signal.SIGTERM, shutdown)
+ signal.signal(signal.SIGINT, shutdown)
+
+ logger.info("Worker started. Scheduled jobs are running.")
+ scheduler.start()
+
+
+if __name__ == "__main__":
+ main()
diff --git a/backend/worker/monitor.py b/backend/worker/monitor.py
new file mode 100644
index 0000000..d60c880
--- /dev/null
+++ b/backend/worker/monitor.py
@@ -0,0 +1,295 @@
+import logging
+from datetime import datetime, timezone, timedelta
+
+from sqlalchemy import select, create_engine
+from sqlalchemy.orm import Session, sessionmaker
+from sqlalchemy.dialects.postgresql import insert
+
+from backend.config import settings
+from backend.models.subreddit import MonitoredSubreddit
+from backend.models.author import Author
+from backend.models.post import Post
+from backend.models.comment import Comment
+from backend.worker.reddit_client import create_client, fetch_json
+
+logger = logging.getLogger(__name__)
+
+# Sync engine for worker (PRAW-replacement uses async httpx, but DB writes are sync for simplicity with APScheduler)
+_engine = create_engine(settings.database_url_sync, pool_size=3, max_overflow=5, pool_recycle=3600)
+SyncSession = sessionmaker(_engine)
+
+
+def _get_active_subreddits() -> list[dict]:
+ with SyncSession() as db:
+ stmt = select(MonitoredSubreddit).where(MonitoredSubreddit.is_active == True) # noqa: E712
+ result = db.execute(stmt)
+ return [{"id": s.id, "name": s.name} for s in result.scalars()]
+
+
+def _upsert_author(db: Session, username: str) -> int | None:
+ if not username or username == "[deleted]":
+ return None
+ now = datetime.now(timezone.utc)
+ stmt = insert(Author).values(username=username, first_seen_at=now, last_seen_at=now)
+ stmt = stmt.on_conflict_do_update(
+ index_elements=[Author.username],
+ set_={"last_seen_at": now},
+ )
+ db.execute(stmt)
+ result = db.execute(select(Author.id).where(Author.username == username))
+ row = result.first()
+ return row[0] if row else None
+
+
+def _parse_post(post_data: dict, subreddit_id: int, db: Session, hot_rank: int | None = None) -> dict:
+ data = post_data.get("data", post_data)
+ author_id = _upsert_author(db, data.get("author"))
+ created = datetime.fromtimestamp(data.get("created_utc", 0), tz=timezone.utc)
+ return {
+ "reddit_id": data.get("name", f"t3_{data.get('id', '')}"),
+ "subreddit_id": subreddit_id,
+ "author_id": author_id,
+ "title": data.get("title", ""),
+ "selftext": data.get("selftext"),
+ "url": data.get("url"),
+ "permalink": data.get("permalink"),
+ "flair": data.get("link_flair_text"),
+ "score": data.get("score", 0),
+ "upvote_ratio": data.get("upvote_ratio"),
+ "num_comments": data.get("num_comments", 0),
+ "is_self": data.get("is_self"),
+ "over_18": data.get("over_18", False),
+ "hot_rank": hot_rank,
+ "created_utc": created,
+ "collected_at": datetime.now(timezone.utc),
+ "updated_at": datetime.now(timezone.utc),
+ }
+
+
+def _upsert_posts(db: Session, posts: list[dict], update_hot_rank: bool = False):
+ if not posts:
+ return
+ update_set = {
+ "score": insert(Post).excluded.score,
+ "upvote_ratio": insert(Post).excluded.upvote_ratio,
+ "num_comments": insert(Post).excluded.num_comments,
+ "updated_at": insert(Post).excluded.updated_at,
+ }
+ if update_hot_rank:
+ update_set["hot_rank"] = insert(Post).excluded.hot_rank
+
+ stmt = insert(Post).values(posts)
+ stmt = stmt.on_conflict_do_update(
+ index_elements=[Post.reddit_id],
+ set_=update_set,
+ )
+ db.execute(stmt)
+
+
+def _parse_comment(comment_data: dict, post_id: int, db: Session, parent_map: dict) -> dict | None:
+ data = comment_data.get("data", comment_data)
+ if data.get("kind") == "more" or not data.get("body"):
+ return None
+ reddit_id = data.get("name", f"t1_{data.get('id', '')}")
+ author_id = _upsert_author(db, data.get("author"))
+ created = datetime.fromtimestamp(data.get("created_utc", 0), tz=timezone.utc)
+
+ parent_reddit_id = data.get("parent_id", "")
+ parent_comment_id = parent_map.get(parent_reddit_id)
+
+ return {
+ "reddit_id": reddit_id,
+ "post_id": post_id,
+ "parent_comment_id": parent_comment_id,
+ "author_id": author_id,
+ "body": data.get("body", ""),
+ "score": data.get("score", 0),
+ "created_utc": created,
+ "collected_at": datetime.now(timezone.utc),
+ "updated_at": datetime.now(timezone.utc),
+ }
+
+
+import asyncio
+
+
+def poll_new_posts():
+ """Fetch /new for each active subreddit and upsert posts."""
+ asyncio.run(_poll_new_posts_async())
+
+
+async def _poll_new_posts_async():
+ subreddits = _get_active_subreddits()
+ if not subreddits:
+ return
+
+ client = create_client()
+ async with client:
+ for sub in subreddits:
+ data = await fetch_json(client, f"/r/{sub['name']}/new", {"limit": "100"})
+ if not data:
+ continue
+ children = data.get("data", {}).get("children", [])
+ if not children:
+ continue
+
+ with SyncSession() as db:
+ posts = [_parse_post(child, sub["id"], db) for child in children]
+ _upsert_posts(db, posts)
+ db.commit()
+ logger.info(f"r/{sub['name']}: upserted {len(children)} new posts")
+
+
+def poll_hot_posts():
+ """Fetch /hot for each active subreddit and update hot_rank."""
+ asyncio.run(_poll_hot_posts_async())
+
+
+async def _poll_hot_posts_async():
+ subreddits = _get_active_subreddits()
+ if not subreddits:
+ return
+
+ client = create_client()
+ async with client:
+ for sub in subreddits:
+ data = await fetch_json(client, f"/r/{sub['name']}/hot", {"limit": "100"})
+ if not data:
+ continue
+ children = data.get("data", {}).get("children", [])
+ if not children:
+ continue
+
+ with SyncSession() as db:
+ posts = [
+ _parse_post(child, sub["id"], db, hot_rank=i + 1)
+ for i, child in enumerate(children)
+ ]
+ _upsert_posts(db, posts, update_hot_rank=True)
+ db.commit()
+ logger.info(f"r/{sub['name']}: updated hot ranks for {len(children)} posts")
+
+
+def collect_comments():
+ """Fetch comments for recent posts."""
+ asyncio.run(_collect_comments_async())
+
+
+async def _collect_comments_async():
+ cutoff = datetime.now(timezone.utc) - timedelta(hours=48)
+
+ with SyncSession() as db:
+ stmt = (
+ select(Post.id, Post.reddit_id, Post.subreddit_id)
+ .join(MonitoredSubreddit)
+ .where(
+ MonitoredSubreddit.is_active == True, # noqa: E712
+ Post.created_utc >= cutoff,
+ )
+ .order_by(Post.created_utc.desc())
+ .limit(50)
+ )
+ result = db.execute(stmt)
+ recent_posts = [{"id": r[0], "reddit_id": r[1], "subreddit_id": r[2]} for r in result]
+
+ if not recent_posts:
+ return
+
+ client = create_client()
+ async with client:
+ for post in recent_posts:
+ short_id = post["reddit_id"].replace("t3_", "")
+ data = await fetch_json(client, f"/comments/{short_id}", {"limit": "500", "sort": "new"})
+ if not data or len(data) < 2:
+ continue
+
+ comment_listing = data[1].get("data", {}).get("children", [])
+
+ with SyncSession() as db:
+ # Build parent_map from existing comments
+ existing = db.execute(
+ select(Comment.id, Comment.reddit_id).where(Comment.post_id == post["id"])
+ )
+ parent_map = {r[1]: r[0] for r in existing}
+
+ comments_to_upsert = []
+
+ def process_comments(children):
+ for child in children:
+ if child.get("kind") == "more":
+ continue
+ c_data = child.get("data", {})
+ parsed = _parse_comment(c_data, post["id"], db, parent_map)
+ if parsed:
+ comments_to_upsert.append(parsed)
+ # Process replies recursively
+ replies = c_data.get("replies")
+ if isinstance(replies, dict):
+ reply_children = replies.get("data", {}).get("children", [])
+ process_comments(reply_children)
+
+ process_comments(comment_listing)
+
+ if comments_to_upsert:
+ # Upsert comments one at a time to handle parent references
+ for comment in comments_to_upsert:
+ stmt = insert(Comment).values(comment)
+ stmt = stmt.on_conflict_do_update(
+ index_elements=[Comment.reddit_id],
+ set_={
+ "score": stmt.excluded.score,
+ "body": stmt.excluded.body,
+ "updated_at": stmt.excluded.updated_at,
+ },
+ )
+ db.execute(stmt)
+ db.commit()
+ logger.info(f"Post {short_id}: upserted {len(comments_to_upsert)} comments")
+
+
+def update_scores():
+ """Re-fetch recent posts to update scores and comment counts."""
+ asyncio.run(_update_scores_async())
+
+
+async def _update_scores_async():
+ cutoff = datetime.now(timezone.utc) - timedelta(days=7)
+
+ with SyncSession() as db:
+ stmt = (
+ select(Post.reddit_id, Post.subreddit_id, MonitoredSubreddit.name)
+ .join(MonitoredSubreddit)
+ .where(
+ MonitoredSubreddit.is_active == True, # noqa: E712
+ Post.created_utc >= cutoff,
+ )
+ )
+ result = db.execute(stmt)
+ posts_by_sub: dict[str, list[str]] = {}
+ for reddit_id, _, sub_name in result:
+ posts_by_sub.setdefault(sub_name, []).append(reddit_id)
+
+ if not posts_by_sub:
+ return
+
+ # Score updates piggyback on the new/hot polls — the upsert already updates scores.
+ # This job explicitly re-fetches to catch score changes on older posts.
+ client = create_client()
+ async with client:
+ for sub_name, reddit_ids in posts_by_sub.items():
+ data = await fetch_json(client, f"/r/{sub_name}/new", {"limit": "100"})
+ if not data:
+ continue
+ children = data.get("data", {}).get("children", [])
+
+ with SyncSession() as db:
+ sub = db.execute(
+ select(MonitoredSubreddit).where(MonitoredSubreddit.name == sub_name)
+ ).scalar_one_or_none()
+ if not sub:
+ continue
+ posts = [_parse_post(child, sub.id, db) for child in children]
+ _upsert_posts(db, posts)
+ db.commit()
+
+ logger.info(f"Score update complete for {len(posts_by_sub)} subreddits")
diff --git a/backend/worker/reddit_client.py b/backend/worker/reddit_client.py
new file mode 100644
index 0000000..9b68b00
--- /dev/null
+++ b/backend/worker/reddit_client.py
@@ -0,0 +1,58 @@
+import asyncio
+import logging
+import time
+
+import httpx
+
+from backend.config import settings
+
+logger = logging.getLogger(__name__)
+
+BASE_URL = "https://www.reddit.com"
+
+# Simple in-process rate limiter: track request timestamps
+_request_times: list[float] = []
+MAX_REQUESTS_PER_MINUTE = 9 # Stay under Reddit's ~10/min limit
+
+
+async def _wait_for_rate_limit():
+ """Block until we have budget for another request."""
+ now = time.monotonic()
+ # Remove timestamps older than 60 seconds
+ while _request_times and _request_times[0] < now - 60:
+ _request_times.pop(0)
+ if len(_request_times) >= MAX_REQUESTS_PER_MINUTE:
+ wait = 60 - (now - _request_times[0]) + 0.5
+ logger.info(f"Rate limit: waiting {wait:.1f}s")
+ await asyncio.sleep(wait)
+ _request_times.append(time.monotonic())
+
+
+async def fetch_json(client: httpx.AsyncClient, path: str, params: dict | None = None) -> dict | None:
+ """Fetch a Reddit .json endpoint with rate limiting and error handling."""
+ await _wait_for_rate_limit()
+ url = f"{BASE_URL}{path}.json"
+ try:
+ response = await client.get(url, params=params)
+ if response.status_code == 429:
+ retry_after = int(response.headers.get("Retry-After", 60))
+ logger.warning(f"Rate limited, waiting {retry_after}s")
+ await asyncio.sleep(retry_after)
+ return await fetch_json(client, path, params)
+ if response.status_code >= 500:
+ logger.warning(f"Reddit returned {response.status_code} for {path}")
+ return None
+ response.raise_for_status()
+ return response.json()
+ except httpx.HTTPError as e:
+ logger.error(f"HTTP error fetching {path}: {e}")
+ return None
+
+
+def create_client() -> httpx.AsyncClient:
+ """Create an httpx client configured for Reddit."""
+ return httpx.AsyncClient(
+ headers={"User-Agent": settings.reddit_user_agent},
+ timeout=30.0,
+ follow_redirects=True,
+ )
diff --git a/backend/worker/snapshot.py b/backend/worker/snapshot.py
new file mode 100644
index 0000000..2743caf
--- /dev/null
+++ b/backend/worker/snapshot.py
@@ -0,0 +1,47 @@
+import logging
+from datetime import datetime, timezone, timedelta
+
+from sqlalchemy import select, create_engine
+from sqlalchemy.orm import sessionmaker
+
+from backend.config import settings
+from backend.models.post import Post
+from backend.models.metric_snapshot import MetricSnapshot
+from backend.models.subreddit import MonitoredSubreddit
+
+logger = logging.getLogger(__name__)
+
+_engine = create_engine(settings.database_url_sync, pool_size=2, pool_recycle=3600)
+SyncSession = sessionmaker(_engine)
+
+
+def take_metric_snapshots():
+ """Snapshot current metrics for recent posts."""
+ now = datetime.now(timezone.utc)
+
+ with SyncSession() as db:
+ # Posts < 48h old: snapshot every run (every 30 min)
+ cutoff_recent = now - timedelta(hours=48)
+ stmt = (
+ select(Post.id, Post.score, Post.num_comments, Post.upvote_ratio)
+ .join(MonitoredSubreddit)
+ .where(
+ MonitoredSubreddit.is_active == True, # noqa: E712
+ Post.created_utc >= cutoff_recent,
+ )
+ )
+ result = db.execute(stmt)
+ snapshots = []
+ for post_id, score, num_comments, upvote_ratio in result:
+ snapshots.append(MetricSnapshot(
+ post_id=post_id,
+ score=score,
+ num_comments=num_comments,
+ upvote_ratio=upvote_ratio,
+ snapshot_at=now,
+ ))
+
+ if snapshots:
+ db.add_all(snapshots)
+ db.commit()
+ logger.info(f"Took {len(snapshots)} metric snapshots")
diff --git a/backend/worker/summary_job.py b/backend/worker/summary_job.py
new file mode 100644
index 0000000..e372a41
--- /dev/null
+++ b/backend/worker/summary_job.py
@@ -0,0 +1,12 @@
+import logging
+
+from backend.config import settings
+
+logger = logging.getLogger(__name__)
+
+
+def generate_summaries():
+ """Stub: AI summary generation. Enable when a provider is configured."""
+ if not settings.ai_summary_enabled:
+ return
+ logger.info("AI summary generation not yet configured")
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..f9fb1e4
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,20 @@
+services:
+ api:
+ build:
+ context: .
+ dockerfile: Dockerfile
+ ports:
+ - "127.0.0.1:8000:8000"
+ env_file: .env
+ restart: unless-stopped
+ command: >
+ sh -c "alembic upgrade head &&
+ uvicorn backend.main:app --host 0.0.0.0 --port 8000"
+
+ worker:
+ build:
+ context: .
+ dockerfile: Dockerfile.worker
+ env_file: .env
+ restart: unless-stopped
+ command: python -m backend.worker.main
diff --git a/frontend/.gitignore b/frontend/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/frontend/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/frontend/README.md b/frontend/README.md
new file mode 100644
index 0000000..d2e7761
--- /dev/null
+++ b/frontend/README.md
@@ -0,0 +1,73 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+ globalIgnores(['dist']),
+ {
+ files: ['**/*.{ts,tsx}'],
+ extends: [
+ // Other configs...
+
+ // Remove tseslint.configs.recommended and replace with this
+ tseslint.configs.recommendedTypeChecked,
+ // Alternatively, use this for stricter rules
+ tseslint.configs.strictTypeChecked,
+ // Optionally, add this for stylistic rules
+ tseslint.configs.stylisticTypeChecked,
+
+ // Other configs...
+ ],
+ languageOptions: {
+ parserOptions: {
+ project: ['./tsconfig.node.json', './tsconfig.app.json'],
+ tsconfigRootDir: import.meta.dirname,
+ },
+ // other options...
+ },
+ },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+ globalIgnores(['dist']),
+ {
+ files: ['**/*.{ts,tsx}'],
+ extends: [
+ // Other configs...
+ // Enable lint rules for React
+ reactX.configs['recommended-typescript'],
+ // Enable lint rules for React DOM
+ reactDom.configs.recommended,
+ ],
+ languageOptions: {
+ parserOptions: {
+ project: ['./tsconfig.node.json', './tsconfig.app.json'],
+ tsconfigRootDir: import.meta.dirname,
+ },
+ // other options...
+ },
+ },
+])
+```
diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js
new file mode 100644
index 0000000..5e6b472
--- /dev/null
+++ b/frontend/eslint.config.js
@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+ globalIgnores(['dist']),
+ {
+ files: ['**/*.{ts,tsx}'],
+ extends: [
+ js.configs.recommended,
+ tseslint.configs.recommended,
+ reactHooks.configs.flat.recommended,
+ reactRefresh.configs.vite,
+ ],
+ languageOptions: {
+ ecmaVersion: 2020,
+ globals: globals.browser,
+ },
+ },
+])
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 0000000..072a57e
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,13 @@
+
+
+
+
+
+
+ frontend
+
+
+
+
+
+
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..d81c073
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,4283 @@
+{
+ "name": "frontend",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "frontend",
+ "version": "0.0.0",
+ "dependencies": {
+ "@tailwindcss/vite": "^4.2.1",
+ "@tanstack/react-query": "^5.90.21",
+ "react": "^19.2.0",
+ "react-dom": "^19.2.0",
+ "react-router-dom": "^7.13.1",
+ "recharts": "^3.8.0",
+ "tailwindcss": "^4.2.1"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.39.1",
+ "@types/node": "^24.10.1",
+ "@types/react": "^19.2.7",
+ "@types/react-dom": "^19.2.3",
+ "@vitejs/plugin-react": "^5.1.1",
+ "eslint": "^9.39.1",
+ "eslint-plugin-react-hooks": "^7.0.1",
+ "eslint-plugin-react-refresh": "^0.4.24",
+ "globals": "^16.5.0",
+ "typescript": "~5.9.3",
+ "typescript-eslint": "^8.48.0",
+ "vite": "^7.3.1"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.29.0",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
+ "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-validator-identifier": "^7.28.5",
+ "js-tokens": "^4.0.0",
+ "picocolors": "^1.1.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
+ "version": "7.29.0",
+ "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.0.tgz",
+ "integrity": "sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/core": {
+ "version": "7.29.0",
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz",
+ "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/code-frame": "^7.29.0",
+ "@babel/generator": "^7.29.0",
+ "@babel/helper-compilation-targets": "^7.28.6",
+ "@babel/helper-module-transforms": "^7.28.6",
+ "@babel/helpers": "^7.28.6",
+ "@babel/parser": "^7.29.0",
+ "@babel/template": "^7.28.6",
+ "@babel/traverse": "^7.29.0",
+ "@babel/types": "^7.29.0",
+ "@jridgewell/remapping": "^2.3.5",
+ "convert-source-map": "^2.0.0",
+ "debug": "^4.1.0",
+ "gensync": "^1.0.0-beta.2",
+ "json5": "^2.2.3",
+ "semver": "^6.3.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/babel"
+ }
+ },
+ "node_modules/@babel/generator": {
+ "version": "7.29.1",
+ "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.1.tgz",
+ "integrity": "sha512-qsaF+9Qcm2Qv8SRIMMscAvG4O3lJ0F1GuMo5HR/Bp02LopNgnZBC/EkbevHFeGs4ls/oPz9v+Bsmzbkbe+0dUw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/parser": "^7.29.0",
+ "@babel/types": "^7.29.0",
+ "@jridgewell/gen-mapping": "^0.3.12",
+ "@jridgewell/trace-mapping": "^0.3.28",
+ "jsesc": "^3.0.2"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-compilation-targets": {
+ "version": "7.28.6",
+ "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz",
+ "integrity": "sha512-JYtls3hqi15fcx5GaSNL7SCTJ2MNmjrkHXg4FSpOA/grxK8KwyZ5bubHsCq8FXCkua6xhuaaBit+3b7+VZRfcA==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/compat-data": "^7.28.6",
+ "@babel/helper-validator-option": "^7.27.1",
+ "browserslist": "^4.24.0",
+ "lru-cache": "^5.1.1",
+ "semver": "^6.3.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-globals": {
+ "version": "7.28.0",
+ "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
+ "integrity": "sha512-+W6cISkXFa1jXsDEdYA8HeevQT/FULhxzR99pxphltZcVaugps53THCeiWA8SguxxpSp3gKPiuYfSWopkLQ4hw==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-module-imports": {
+ "version": "7.28.6",
+ "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz",
+ "integrity": "sha512-l5XkZK7r7wa9LucGw9LwZyyCUscb4x37JWTPz7swwFE/0FMQAGpiWUZn8u9DzkSBWEcK25jmvubfpw2dnAMdbw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/traverse": "^7.28.6",
+ "@babel/types": "^7.28.6"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-module-transforms": {
+ "version": "7.28.6",
+ "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.28.6.tgz",
+ "integrity": "sha512-67oXFAYr2cDLDVGLXTEABjdBJZ6drElUSI7WKp70NrpyISso3plG9SAGEF6y7zbha/wOzUByWWTJvEDVNIUGcA==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-module-imports": "^7.28.6",
+ "@babel/helper-validator-identifier": "^7.28.5",
+ "@babel/traverse": "^7.28.6"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ },
+ "peerDependencies": {
+ "@babel/core": "^7.0.0"
+ }
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+ "type": "opencollective",
+ "url": "https://opencollective.com/browserslist"
+ },
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+ "type": "tidelift",
+ "url": "https://tidelift.com/funding/github/npm/browserslist"
+ },
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+ "url": "https://github.com/sponsors/ai"
+ }
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+ "license": "MIT",
+ "dependencies": {
+ "escalade": "^3.2.0",
+ "picocolors": "^1.1.1"
+ },
+ "bin": {
+ "update-browserslist-db": "cli.js"
+ },
+ "peerDependencies": {
+ "browserslist": ">= 4.21.0"
+ }
+ },
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+ "version": "4.4.1",
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+ "dev": true,
+ "license": "BSD-2-Clause",
+ "dependencies": {
+ "punycode": "^2.1.0"
+ }
+ },
+ "node_modules/use-sync-external-store": {
+ "version": "1.6.0",
+ "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
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+ "license": "MIT",
+ "peerDependencies": {
+ "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+ }
+ },
+ "node_modules/victory-vendor": {
+ "version": "37.3.6",
+ "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-37.3.6.tgz",
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+ "license": "MIT AND ISC",
+ "dependencies": {
+ "@types/d3-array": "^3.0.3",
+ "@types/d3-ease": "^3.0.0",
+ "@types/d3-interpolate": "^3.0.1",
+ "@types/d3-scale": "^4.0.2",
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+ "d3-shape": "^3.1.0",
+ "d3-time": "^3.0.0",
+ "d3-timer": "^3.0.1"
+ }
+ },
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+ "version": "7.3.1",
+ "resolved": "https://registry.npmjs.org/vite/-/vite-7.3.1.tgz",
+ "integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
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+ "dependencies": {
+ "esbuild": "^0.27.0",
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+ "picomatch": "^4.0.3",
+ "postcss": "^8.5.6",
+ "rollup": "^4.43.0",
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+ },
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+ "vite": "bin/vite.js"
+ },
+ "engines": {
+ "node": "^20.19.0 || >=22.12.0"
+ },
+ "funding": {
+ "url": "https://github.com/vitejs/vite?sponsor=1"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.3"
+ },
+ "peerDependencies": {
+ "@types/node": "^20.19.0 || >=22.12.0",
+ "jiti": ">=1.21.0",
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+ "peerDependenciesMeta": {
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+ "optional": true
+ },
+ "jiti": {
+ "optional": true
+ },
+ "less": {
+ "optional": true
+ },
+ "lightningcss": {
+ "optional": true
+ },
+ "sass": {
+ "optional": true
+ },
+ "sass-embedded": {
+ "optional": true
+ },
+ "stylus": {
+ "optional": true
+ },
+ "sugarss": {
+ "optional": true
+ },
+ "terser": {
+ "optional": true
+ },
+ "tsx": {
+ "optional": true
+ },
+ "yaml": {
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+ }
+ },
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+ "version": "2.0.2",
+ "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
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+ "dev": true,
+ "license": "ISC",
+ "dependencies": {
+ "isexe": "^2.0.0"
+ },
+ "bin": {
+ "node-which": "bin/node-which"
+ },
+ "engines": {
+ "node": ">= 8"
+ }
+ },
+ "node_modules/word-wrap": {
+ "version": "1.2.5",
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+ "license": "MIT",
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+ }
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+ "dev": true,
+ "license": "ISC"
+ },
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+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
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+ "dev": true,
+ "license": "MIT",
+ "funding": {
+ "url": "https://github.com/sponsors/colinhacks"
+ }
+ },
+ "node_modules/zod-validation-error": {
+ "version": "4.0.2",
+ "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz",
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+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=18.0.0"
+ },
+ "peerDependencies": {
+ "zod": "^3.25.0 || ^4.0.0"
+ }
+ }
+ }
+}
diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..7b8ea9d
--- /dev/null
+++ b/frontend/package.json
@@ -0,0 +1,35 @@
+{
+ "name": "frontend",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "tsc -b && vite build",
+ "lint": "eslint .",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "@tailwindcss/vite": "^4.2.1",
+ "@tanstack/react-query": "^5.90.21",
+ "react": "^19.2.0",
+ "react-dom": "^19.2.0",
+ "react-router-dom": "^7.13.1",
+ "recharts": "^3.8.0",
+ "tailwindcss": "^4.2.1"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.39.1",
+ "@types/node": "^24.10.1",
+ "@types/react": "^19.2.7",
+ "@types/react-dom": "^19.2.3",
+ "@vitejs/plugin-react": "^5.1.1",
+ "eslint": "^9.39.1",
+ "eslint-plugin-react-hooks": "^7.0.1",
+ "eslint-plugin-react-refresh": "^0.4.24",
+ "globals": "^16.5.0",
+ "typescript": "~5.9.3",
+ "typescript-eslint": "^8.48.0",
+ "vite": "^7.3.1"
+ }
+}
diff --git a/frontend/public/vite.svg b/frontend/public/vite.svg
new file mode 100644
index 0000000..e7b8dfb
--- /dev/null
+++ b/frontend/public/vite.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
new file mode 100644
index 0000000..a88e688
--- /dev/null
+++ b/frontend/src/App.tsx
@@ -0,0 +1,35 @@
+import { BrowserRouter, Routes, Route } from 'react-router-dom';
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
+import Layout from './components/Layout';
+import Dashboard from './pages/Dashboard';
+import SubredditManager from './pages/SubredditManager';
+import PostExplorer from './pages/PostExplorer';
+import UserActivity from './pages/UserActivity';
+import Digests from './pages/Digests';
+
+const queryClient = new QueryClient({
+ defaultOptions: {
+ queries: {
+ staleTime: 60_000,
+ retry: 1,
+ },
+ },
+});
+
+export default function App() {
+ return (
+
+
+
+ }>
+ } />
+ } />
+ } />
+ } />
+ } />
+
+
+
+
+ );
+}
diff --git a/frontend/src/api/client.ts b/frontend/src/api/client.ts
new file mode 100644
index 0000000..f758f5f
--- /dev/null
+++ b/frontend/src/api/client.ts
@@ -0,0 +1,40 @@
+const BASE = '/api/v1';
+
+export async function fetchApi(path: string, params?: Record): Promise {
+ const url = new URL(`${BASE}${path}`, window.location.origin);
+ if (params) {
+ Object.entries(params).forEach(([k, v]) => {
+ if (v !== undefined && v !== null && v !== '') {
+ url.searchParams.set(k, String(v));
+ }
+ });
+ }
+ const res = await fetch(url.toString());
+ if (!res.ok) throw new Error(`API error: ${res.status}`);
+ return res.json();
+}
+
+export async function postApi(path: string, body: unknown): Promise {
+ const res = await fetch(`${BASE}${path}`, {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(body),
+ });
+ if (!res.ok) throw new Error(`API error: ${res.status}`);
+ return res.json();
+}
+
+export async function patchApi(path: string, body: unknown): Promise {
+ const res = await fetch(`${BASE}${path}`, {
+ method: 'PATCH',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(body),
+ });
+ if (!res.ok) throw new Error(`API error: ${res.status}`);
+ return res.json();
+}
+
+export async function deleteApi(path: string): Promise {
+ const res = await fetch(`${BASE}${path}`, { method: 'DELETE' });
+ if (!res.ok) throw new Error(`API error: ${res.status}`);
+}
diff --git a/frontend/src/assets/react.svg b/frontend/src/assets/react.svg
new file mode 100644
index 0000000..6c87de9
--- /dev/null
+++ b/frontend/src/assets/react.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/frontend/src/components/Layout.tsx b/frontend/src/components/Layout.tsx
new file mode 100644
index 0000000..f2449ff
--- /dev/null
+++ b/frontend/src/components/Layout.tsx
@@ -0,0 +1,36 @@
+import { NavLink, Outlet } from 'react-router-dom';
+
+const navItems = [
+ { to: '/', label: 'Dashboard' },
+ { to: '/subreddits', label: 'Subreddits' },
+ { to: '/posts', label: 'Posts' },
+ { to: '/users', label: 'Users' },
+ { to: '/digests', label: 'Digests' },
+];
+
+export default function Layout() {
+ return (
+
+
+
+
+
+
+ );
+}
diff --git a/frontend/src/components/StatCard.tsx b/frontend/src/components/StatCard.tsx
new file mode 100644
index 0000000..0ebde83
--- /dev/null
+++ b/frontend/src/components/StatCard.tsx
@@ -0,0 +1,13 @@
+interface Props {
+ label: string;
+ value: string | number;
+}
+
+export default function StatCard({ label, value }: Props) {
+ return (
+
+ );
+}
diff --git a/frontend/src/components/TimeRangeSelector.tsx b/frontend/src/components/TimeRangeSelector.tsx
new file mode 100644
index 0000000..c6ab2f0
--- /dev/null
+++ b/frontend/src/components/TimeRangeSelector.tsx
@@ -0,0 +1,31 @@
+interface Props {
+ value: string;
+ onChange: (val: string) => void;
+}
+
+const ranges = [
+ { label: '24h', value: '1' },
+ { label: '7d', value: '7' },
+ { label: '30d', value: '30' },
+ { label: '90d', value: '90' },
+];
+
+export default function TimeRangeSelector({ value, onChange }: Props) {
+ return (
+
+ {ranges.map((r) => (
+
+ ))}
+
+ );
+}
diff --git a/frontend/src/index.css b/frontend/src/index.css
new file mode 100644
index 0000000..e40a77e
--- /dev/null
+++ b/frontend/src/index.css
@@ -0,0 +1,9 @@
+@import "tailwindcss";
+
+body {
+ margin: 0;
+ min-height: 100vh;
+ background-color: #0f172a;
+ color: #e2e8f0;
+ font-family: system-ui, -apple-system, sans-serif;
+}
diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx
new file mode 100644
index 0000000..bef5202
--- /dev/null
+++ b/frontend/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+
+
+ ,
+)
diff --git a/frontend/src/pages/Dashboard.tsx b/frontend/src/pages/Dashboard.tsx
new file mode 100644
index 0000000..27561ed
--- /dev/null
+++ b/frontend/src/pages/Dashboard.tsx
@@ -0,0 +1,113 @@
+import { useState } from 'react';
+import { useQuery } from '@tanstack/react-query';
+import { AreaChart, Area, BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer } from 'recharts';
+import { fetchApi } from '../api/client';
+import StatCard from '../components/StatCard';
+import TimeRangeSelector from '../components/TimeRangeSelector';
+import type { EngagementPoint, TopPost, SubredditSummary } from '../types';
+
+export default function Dashboard() {
+ const [days, setDays] = useState('30');
+ const since = new Date(Date.now() - Number(days) * 86400000).toISOString();
+
+ const { data: engagement } = useQuery({
+ queryKey: ['engagement', days],
+ queryFn: () => fetchApi('/analytics/engagement', { since, granularity: 'day' }),
+ });
+
+ const { data: topPosts } = useQuery({
+ queryKey: ['top-posts', days],
+ queryFn: () => fetchApi('/analytics/top-posts', { since, limit: 10 }),
+ });
+
+ const { data: summary } = useQuery({
+ queryKey: ['subreddit-summary', days],
+ queryFn: () => fetchApi('/analytics/subreddit-summary', { since }),
+ });
+
+ const totalPosts = summary?.reduce((s, r) => s + r.total_posts, 0) ?? 0;
+ const totalComments = summary?.reduce((s, r) => s + r.total_comments, 0) ?? 0;
+ const subCount = summary?.length ?? 0;
+
+ return (
+
+
+
Dashboard
+
+
+
+
+
+
+
+ s + r.avg_score, 0) / summary.length).toFixed(1) : '0'}
+ />
+
+
+
+
+
Engagement Over Time
+
+
+
+ v.slice(5, 10)} />
+
+
+
+
+
+
+
+
+
+
Top Posts by Score
+
+
+
+
+ (v.length > 25 ? v.slice(0, 25) + '...' : v)}
+ />
+
+
+
+
+
+
+
+ {summary && summary.length > 0 && (
+
+
Subreddit Summary
+
+
+
+ | Subreddit |
+ Posts |
+ Comments |
+ Avg Score |
+ Top Flair |
+
+
+
+ {summary.map((s) => (
+
+ | r/{s.subreddit_name} |
+ {s.total_posts} |
+ {s.total_comments} |
+ {s.avg_score} |
+ {s.top_flair ?? '—'} |
+
+ ))}
+
+
+
+ )}
+
+ );
+}
diff --git a/frontend/src/pages/Digests.tsx b/frontend/src/pages/Digests.tsx
new file mode 100644
index 0000000..f198442
--- /dev/null
+++ b/frontend/src/pages/Digests.tsx
@@ -0,0 +1,87 @@
+import { useState } from 'react';
+import { useQuery } from '@tanstack/react-query';
+import { fetchApi } from '../api/client';
+import type { Digest, Subreddit } from '../types';
+
+export default function Digests() {
+ const [subFilter, setSubFilter] = useState('');
+ const [selectedId, setSelectedId] = useState(null);
+
+ const { data: subreddits } = useQuery({
+ queryKey: ['subreddits'],
+ queryFn: () => fetchApi('/subreddits'),
+ });
+
+ const { data, isLoading } = useQuery({
+ queryKey: ['digests', subFilter],
+ queryFn: () =>
+ fetchApi<{ data: Digest[] }>('/digests', {
+ subreddit_id: subFilter || undefined,
+ per_page: 50,
+ }),
+ });
+
+ const { data: detail } = useQuery({
+ queryKey: ['digest', selectedId],
+ queryFn: () => fetchApi(`/digests/${selectedId}`),
+ enabled: !!selectedId,
+ });
+
+ return (
+
+
+
Daily Digests
+
+
+
+
+
+ {isLoading ? (
+
Loading...
+ ) : (
+
+ {data?.data.map((digest) => (
+
+ ))}
+ {data?.data.length === 0 && (
+
No digests yet. They are generated daily.
+ )}
+
+ )}
+
+
+
+ {detail ? (
+
+ ) : (
+
+ Select a digest to view its content.
+
+ )}
+
+
+
+ );
+}
diff --git a/frontend/src/pages/PostExplorer.tsx b/frontend/src/pages/PostExplorer.tsx
new file mode 100644
index 0000000..1015ba3
--- /dev/null
+++ b/frontend/src/pages/PostExplorer.tsx
@@ -0,0 +1,146 @@
+import { useState } from 'react';
+import { useQuery } from '@tanstack/react-query';
+import { fetchApi } from '../api/client';
+import type { Post, PaginatedResponse, Subreddit } from '../types';
+import TimeRangeSelector from '../components/TimeRangeSelector';
+
+export default function PostExplorer() {
+ const [days, setDays] = useState('7');
+ const [page, setPage] = useState(1);
+ const [sortBy, setSortBy] = useState('created_utc');
+ const [sortOrder, setSortOrder] = useState('desc');
+ const [subFilter, setSubFilter] = useState('');
+
+ const since = new Date(Date.now() - Number(days) * 86400000).toISOString();
+
+ const { data: subreddits } = useQuery({
+ queryKey: ['subreddits'],
+ queryFn: () => fetchApi('/subreddits'),
+ });
+
+ const { data, isLoading } = useQuery({
+ queryKey: ['posts', page, sortBy, sortOrder, days, subFilter],
+ queryFn: () =>
+ fetchApi>('/posts', {
+ page,
+ per_page: 25,
+ sort_by: sortBy,
+ sort_order: sortOrder,
+ since,
+ subreddit_id: subFilter || undefined,
+ }),
+ });
+
+ const toggleSort = (col: string) => {
+ if (sortBy === col) {
+ setSortOrder(sortOrder === 'desc' ? 'asc' : 'desc');
+ } else {
+ setSortBy(col);
+ setSortOrder('desc');
+ }
+ setPage(1);
+ };
+
+ const sortIcon = (col: string) => {
+ if (sortBy !== col) return '';
+ return sortOrder === 'desc' ? ' \u25bc' : ' \u25b2';
+ };
+
+ return (
+
+
+
Posts
+
+
+ { setDays(v); setPage(1); }} />
+
+
+
+ {isLoading ? (
+
Loading...
+ ) : (
+ <>
+
+
+
+
+ | toggleSort('created_utc')}>
+ Title{sortIcon('created_utc')}
+ |
+ Sub |
+ Author |
+ toggleSort('score')}>
+ Score{sortIcon('score')}
+ |
+ toggleSort('num_comments')}>
+ Comments{sortIcon('num_comments')}
+ |
+ Flair |
+ Hot |
+
+
+
+ {data?.data.map((post) => (
+
+ |
+ {post.permalink ? (
+
+ {post.title}
+
+ ) : post.title}
+ |
+ r/{post.subreddit_name} |
+ {post.author_name ?? '[deleted]'} |
+ {post.score} |
+ {post.num_comments} |
+
+ {post.flair && (
+ {post.flair}
+ )}
+ |
+
+ {post.hot_rank ? `#${post.hot_rank}` : '—'}
+ |
+
+ ))}
+
+
+
+
+ {data && data.pages > 1 && (
+
+
+ Page {data.page} of {data.pages} ({data.total} posts)
+
+
+
+
+
+
+ )}
+ >
+ )}
+
+ );
+}
diff --git a/frontend/src/pages/SubredditManager.tsx b/frontend/src/pages/SubredditManager.tsx
new file mode 100644
index 0000000..5aafe89
--- /dev/null
+++ b/frontend/src/pages/SubredditManager.tsx
@@ -0,0 +1,103 @@
+import { useState } from 'react';
+import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';
+import { fetchApi, postApi, patchApi, deleteApi } from '../api/client';
+import type { Subreddit } from '../types';
+
+export default function SubredditManager() {
+ const [newName, setNewName] = useState('');
+ const qc = useQueryClient();
+
+ const { data: subreddits, isLoading } = useQuery({
+ queryKey: ['subreddits'],
+ queryFn: () => fetchApi('/subreddits'),
+ });
+
+ const addMutation = useMutation({
+ mutationFn: (name: string) => postApi('/subreddits', { name }),
+ onSuccess: () => {
+ qc.invalidateQueries({ queryKey: ['subreddits'] });
+ setNewName('');
+ },
+ });
+
+ const toggleMutation = useMutation({
+ mutationFn: ({ id, is_active }: { id: number; is_active: boolean }) =>
+ patchApi(`/subreddits/${id}`, { is_active }),
+ onSuccess: () => qc.invalidateQueries({ queryKey: ['subreddits'] }),
+ });
+
+ const deleteMutation = useMutation({
+ mutationFn: (id: number) => deleteApi(`/subreddits/${id}`),
+ onSuccess: () => qc.invalidateQueries({ queryKey: ['subreddits'] }),
+ });
+
+ return (
+
+
Monitored Subreddits
+
+
+
+ {isLoading ? (
+
Loading...
+ ) : (
+
+ {subreddits?.map((sub) => (
+
+
+
r/{sub.name}
+
+ {sub.is_active ? 'Active' : 'Paused'}
+
+
+
+ {sub.post_count} posts collected
+ {sub.subscribers ? ` · ${(sub.subscribers / 1000).toFixed(0)}k subscribers` : ''}
+
+
+
+
+
+
+ ))}
+
+ )}
+
+ );
+}
diff --git a/frontend/src/pages/UserActivity.tsx b/frontend/src/pages/UserActivity.tsx
new file mode 100644
index 0000000..20212e3
--- /dev/null
+++ b/frontend/src/pages/UserActivity.tsx
@@ -0,0 +1,112 @@
+import { useState } from 'react';
+import { useQuery } from '@tanstack/react-query';
+import { fetchApi } from '../api/client';
+import type { PaginatedResponse, Author, Subreddit } from '../types';
+import TimeRangeSelector from '../components/TimeRangeSelector';
+
+export default function UserActivity() {
+ const [days, setDays] = useState('7');
+ const [page, setPage] = useState(1);
+ const [sortBy, setSortBy] = useState('total_comments');
+ const [subFilter, setSubFilter] = useState('');
+
+ const since = new Date(Date.now() - Number(days) * 86400000).toISOString();
+
+ const { data: subreddits } = useQuery({
+ queryKey: ['subreddits'],
+ queryFn: () => fetchApi('/subreddits'),
+ });
+
+ const { data, isLoading } = useQuery({
+ queryKey: ['authors', page, sortBy, days, subFilter],
+ queryFn: () =>
+ fetchApi>('/authors', {
+ page,
+ per_page: 25,
+ sort_by: sortBy,
+ sort_order: 'desc',
+ since,
+ subreddit_id: subFilter || undefined,
+ }),
+ });
+
+ return (
+
+
+
User Activity
+
+
+
+
+
+
+
{ setDays(v); setPage(1); }} />
+
+
+
+ {isLoading ? (
+
Loading...
+ ) : (
+ <>
+
+
+
+
+ | # |
+ Username |
+ Posts |
+ Comments |
+ Total Activity |
+ First Seen |
+ Last Seen |
+
+
+
+ {data?.data.map((author, i) => (
+
+ | {(page - 1) * 25 + i + 1} |
+ u/{author.username} |
+ {author.total_posts} |
+ {author.total_comments} |
+ {author.total_posts + author.total_comments} |
+ {new Date(author.first_seen_at).toLocaleDateString()} |
+ {new Date(author.last_seen_at).toLocaleDateString()} |
+
+ ))}
+
+
+
+
+ {data && data.pages > 1 && (
+
+
Page {data.page} of {data.pages}
+
+
+
+
+
+ )}
+ >
+ )}
+
+ );
+}
diff --git a/frontend/src/types/index.ts b/frontend/src/types/index.ts
new file mode 100644
index 0000000..cdfd75d
--- /dev/null
+++ b/frontend/src/types/index.ts
@@ -0,0 +1,115 @@
+export interface Subreddit {
+ id: number;
+ name: string;
+ display_name: string | null;
+ description: string | null;
+ subscribers: number | null;
+ is_active: boolean;
+ created_at: string;
+ updated_at: string;
+ post_count: number;
+}
+
+export interface Post {
+ id: number;
+ reddit_id: string;
+ subreddit_id: number;
+ subreddit_name: string | null;
+ author_id: number | null;
+ author_name: string | null;
+ title: string;
+ selftext: string | null;
+ url: string | null;
+ permalink: string | null;
+ flair: string | null;
+ score: number;
+ upvote_ratio: number | null;
+ num_comments: number;
+ is_self: boolean | null;
+ over_18: boolean;
+ hot_rank: number | null;
+ created_utc: string;
+ collected_at: string;
+ updated_at: string;
+}
+
+export interface Comment {
+ id: number;
+ reddit_id: string;
+ post_id: number;
+ parent_comment_id: number | null;
+ author_id: number | null;
+ author_name: string | null;
+ body: string;
+ score: number;
+ created_utc: string;
+}
+
+export interface Author {
+ id: number;
+ username: string;
+ first_seen_at: string;
+ last_seen_at: string;
+ total_posts: number;
+ total_comments: number;
+}
+
+export interface EngagementPoint {
+ period: string;
+ posts: number;
+ comments: number;
+ avg_score: number;
+}
+
+export interface TopPost {
+ id: number;
+ title: string;
+ score: number;
+ num_comments: number;
+ author_name: string | null;
+ subreddit_name: string;
+ created_utc: string;
+ permalink: string | null;
+}
+
+export interface TopAuthor {
+ id: number;
+ username: string;
+ post_count: number;
+ comment_count: number;
+ total_activity: number;
+}
+
+export interface SubredditSummary {
+ subreddit_id: number;
+ subreddit_name: string;
+ total_posts: number;
+ total_comments: number;
+ avg_score: number;
+ top_flair: string | null;
+}
+
+export interface Digest {
+ id: number;
+ subreddit_id: number;
+ subreddit_name: string | null;
+ digest_date: string;
+ content: string;
+ metadata: Record | null;
+ generated_at: string;
+}
+
+export interface PaginatedResponse {
+ data: T[];
+ total: number;
+ page: number;
+ per_page: number;
+ pages: number;
+}
+
+export interface MetricSnapshot {
+ score: number;
+ num_comments: number;
+ upvote_ratio: number | null;
+ snapshot_at: string;
+}
diff --git a/frontend/tsconfig.app.json b/frontend/tsconfig.app.json
new file mode 100644
index 0000000..a9b5a59
--- /dev/null
+++ b/frontend/tsconfig.app.json
@@ -0,0 +1,28 @@
+{
+ "compilerOptions": {
+ "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+ "target": "ES2022",
+ "useDefineForClassFields": true,
+ "lib": ["ES2022", "DOM", "DOM.Iterable"],
+ "module": "ESNext",
+ "types": ["vite/client"],
+ "skipLibCheck": true,
+
+ /* Bundler mode */
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "verbatimModuleSyntax": true,
+ "moduleDetection": "force",
+ "noEmit": true,
+ "jsx": "react-jsx",
+
+ /* Linting */
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "erasableSyntaxOnly": true,
+ "noFallthroughCasesInSwitch": true,
+ "noUncheckedSideEffectImports": true
+ },
+ "include": ["src"]
+}
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
new file mode 100644
index 0000000..1ffef60
--- /dev/null
+++ b/frontend/tsconfig.json
@@ -0,0 +1,7 @@
+{
+ "files": [],
+ "references": [
+ { "path": "./tsconfig.app.json" },
+ { "path": "./tsconfig.node.json" }
+ ]
+}
diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json
new file mode 100644
index 0000000..8a67f62
--- /dev/null
+++ b/frontend/tsconfig.node.json
@@ -0,0 +1,26 @@
+{
+ "compilerOptions": {
+ "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+ "target": "ES2023",
+ "lib": ["ES2023"],
+ "module": "ESNext",
+ "types": ["node"],
+ "skipLibCheck": true,
+
+ /* Bundler mode */
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "verbatimModuleSyntax": true,
+ "moduleDetection": "force",
+ "noEmit": true,
+
+ /* Linting */
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "erasableSyntaxOnly": true,
+ "noFallthroughCasesInSwitch": true,
+ "noUncheckedSideEffectImports": true
+ },
+ "include": ["vite.config.ts"]
+}
diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts
new file mode 100644
index 0000000..72b0427
--- /dev/null
+++ b/frontend/vite.config.ts
@@ -0,0 +1,12 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+import tailwindcss from '@tailwindcss/vite'
+
+export default defineConfig({
+ plugins: [react(), tailwindcss()],
+ server: {
+ proxy: {
+ '/api': 'http://localhost:8000',
+ },
+ },
+})
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..0d61e5c
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,12 @@
+fastapi>=0.115.0
+uvicorn[standard]>=0.30.0
+sqlalchemy[asyncio]>=2.0.30
+asyncpg>=0.29.0
+psycopg2-binary>=2.9.9
+alembic>=1.13.0
+pydantic>=2.7.0
+pydantic-settings>=2.3.0
+httpx>=0.27.0
+apscheduler>=3.10.4
+jinja2>=3.1.4
+python-multipart>=0.0.9