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prompts/slice-1-database-models.md
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# Slice 1: Database + Models
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## Role
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You are a backend Python developer implementing the SQLite persistence layer and Pydantic models for a FastAPI-based academic submission website. You follow TDD strictly: write all tests first, then implement until they pass.
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## Objective
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Create two production files (`database.py`, `models.py`) and one test file (`test_database.py`). All tests must pass. Both production files must pass `mypy --strict`.
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## Coding Standards (mandatory)
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- Python 3.12+ features (type parameter syntax, `StrEnum`, `list[X]` not `List[X]`)
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- All function signatures must have type hints (params and return)
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- Use `UUID` from `uuid` for ID fields, `datetime` from `datetime` for timestamps
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- Max 50 lines per function; extract helpers if longer
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- Guard clauses before logic (fail early, no nested conditionals)
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- No `else` after `return`/`raise`
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- Max 3 levels of indentation
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- Imports grouped: stdlib → third-party → local (absolute imports only: `from app.module import ...`)
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- No `Any` types. No `# type: ignore` without explanation
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- Pydantic models use `PascalCase` + suffix convention (e.g., `SegmentCreateRequest`, `SegmentResponse`)
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- Comments explain WHY, not WHAT
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## Context: Existing Files
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### `backend/app/config.py`
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```python
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from functools import lru_cache
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from pydantic_settings import BaseSettings
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class Settings(BaseSettings):
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admin_token: str
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data_dir: str = "./data"
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max_upload_bytes: int = 100_000_000
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allowed_upload_types: str = "pdf,png,jpg,jpeg,gif,mp4,webm,mp3,wav,ogg,webp"
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model_config = {"env_prefix": "HANDIN_"}
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@lru_cache
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def get_settings() -> Settings:
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return Settings()
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```
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### `backend/tests/conftest.py`
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```python
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import os
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import tempfile
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from collections.abc import Generator
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from pathlib import Path
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import pytest
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from fastapi.testclient import TestClient
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TEST_ADMIN_TOKEN = "test-secret-token"
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@pytest.fixture
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def tmp_data_dir() -> Generator[Path, None, None]:
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with tempfile.TemporaryDirectory() as tmpdir:
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data_dir = Path(tmpdir)
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(data_dir / "assets").mkdir()
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yield data_dir
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@pytest.fixture
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def _env_settings(tmp_data_dir: Path) -> Generator[None, None, None]:
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original_env = os.environ.copy()
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os.environ["HANDIN_ADMIN_TOKEN"] = TEST_ADMIN_TOKEN
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os.environ["HANDIN_DATA_DIR"] = str(tmp_data_dir)
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from app.config import get_settings
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get_settings.cache_clear()
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yield
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os.environ.clear()
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os.environ.update(original_env)
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get_settings.cache_clear()
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@pytest.fixture
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def settings(_env_settings: None) -> "Settings": # noqa: F821
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from app.config import Settings, get_settings
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s = get_settings()
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assert isinstance(s, Settings)
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return s
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@pytest.fixture
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def db(tmp_data_dir: Path) -> Path:
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"""Return path to an initialized SQLite database in the temp dir."""
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from app.database import init_db
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db_path = tmp_data_dir / "handin.db"
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init_db(db_path)
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return db_path
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@pytest.fixture
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def client(_env_settings: None) -> TestClient:
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from app.main import app
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return TestClient(app)
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```
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### `backend/app/main.py`
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```python
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from fastapi import FastAPI
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app = FastAPI(title="Handin Website")
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@app.get("/api/health")
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def health_check() -> dict[str, str]:
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return {"status": "ok"}
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```
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### Existing empty `__init__.py` files
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- `backend/app/__init__.py`
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- `backend/app/routes/__init__.py`
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- `backend/app/services/__init__.py`
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- `backend/tests/__init__.py`
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## Step 1: Write Tests (`backend/tests/test_database.py`)
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Write these tests FIRST, before any production code. Use the `db` and `tmp_data_dir` fixtures from conftest.
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**Required test cases:**
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1. **`test_init_db_creates_tables`** — Call `init_db` on a fresh path. Connect and verify both `site` and `segments` tables exist (query `sqlite_master`).
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2. **`test_init_db_idempotent`** — Call `init_db` twice on the same path. No error raised. Tables still exist with correct schema.
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3. **`test_wal_mode_enabled`** — After `init_db`, connect and run `PRAGMA journal_mode`. Assert the result is `"wal"`.
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4. **`test_get_connection_busy_timeout`** — Call `get_connection`. Run `PRAGMA busy_timeout` on the returned connection. Assert the value is `5000`.
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5. **`test_segments_table_schema`** — After init, verify the `segments` table has all expected columns: `id`, `type`, `sort_order`, `title`, `content`, `metadata`, `created_at`, `updated_at`.
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6. **`test_site_table_schema`** — After init, verify the `site` table has columns: `key`, `value`.
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**Test conventions:**
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- Each test function takes `tmp_data_dir: Path` as parameter (from fixture)
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- Tests call `init_db` and `get_connection` directly (imported from `app.database`)
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- Use the `db` fixture where a pre-initialized database is needed
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- No mocking — use real SQLite on temp directories
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## Step 2: Implement `backend/app/database.py`
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**Required functions:**
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### `init_db(db_path: Path) -> None`
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- Takes a `Path` to the SQLite database file
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- Creates parent directories if they don't exist (`db_path.parent.mkdir(parents=True, exist_ok=True)`)
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- Connects to SQLite at `db_path`
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- Sets `PRAGMA journal_mode=WAL`
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- Sets `PRAGMA busy_timeout=5000`
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- Creates tables with `CREATE TABLE IF NOT EXISTS`:
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```sql
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CREATE TABLE IF NOT EXISTS site (
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key TEXT PRIMARY KEY,
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value TEXT NOT NULL
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);
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CREATE TABLE IF NOT EXISTS segments (
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id TEXT PRIMARY KEY,
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type TEXT NOT NULL,
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sort_order INTEGER NOT NULL,
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title TEXT NOT NULL,
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content TEXT NOT NULL DEFAULT '',
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metadata TEXT NOT NULL DEFAULT '{}',
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created_at TEXT NOT NULL,
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updated_at TEXT NOT NULL
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);
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CREATE INDEX IF NOT EXISTS idx_segments_order ON segments(sort_order);
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```
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- Closes the connection when done
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### `get_connection(db_path: Path) -> sqlite3.Connection`
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- Returns a `sqlite3.Connection` with `row_factory = sqlite3.Row`
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- Sets `PRAGMA busy_timeout=5000` on each new connection
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- Does NOT set WAL mode (that's a one-time setup in `init_db`)
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## Step 3: Implement `backend/app/models.py`
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**Required models:**
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### Enums
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```python
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class SegmentType(StrEnum):
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MARKDOWN = "markdown"
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PDF = "pdf"
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VIDEO = "video"
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AUDIO = "audio"
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IFRAME = "iframe"
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GALLERY = "gallery"
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```
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### Domain Models
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- **`Segment`** — `id: UUID`, `type: SegmentType`, `sort_order: int`, `title: str`, `content: str = ""`, `metadata: dict[str, object] = Field(default_factory=dict)`, `created_at: datetime`, `updated_at: datetime`
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### Request Models
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- **`SegmentCreateRequest`** — `type: SegmentType`, `title: str`, `content: str = ""`, `metadata: dict[str, object] = Field(default_factory=dict)`
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- **`SegmentUpdateRequest`** — `title: str | None = None`, `content: str | None = None`, `metadata: dict[str, object] | None = None`
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- **`ReorderRequest`** — `segment_ids: list[UUID]`
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- **`SiteUpdateRequest`** — `title: str`
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### Response Models
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- **`SegmentResponse`** — `id: UUID`, `type: SegmentType`, `sort_order: int`, `title: str`, `content: str`, `metadata: dict[str, object]`, `created_at: datetime`, `updated_at: datetime`
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- **`SiteResponse`** — `title: str`
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Use `Field(default_factory=...)` where needed. Use `from __future__ import annotations` if it helps with forward references, but prefer Python 3.12+ syntax.
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## Verification
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After implementation, run these commands and ensure they all succeed:
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```bash
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uv run pytest backend/tests/test_database.py -v
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uv run mypy --strict backend/app/models.py backend/app/database.py
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uv run ruff check backend/app/models.py backend/app/database.py
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```
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All tests must pass. Zero mypy errors. Zero ruff errors.
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## Files to Create/Modify
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| Action | File |
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|--------|------|
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| CREATE | `backend/tests/test_database.py` |
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| CREATE | `backend/app/database.py` |
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| CREATE | `backend/app/models.py` |
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Do NOT modify any other files. Do NOT modify `conftest.py`, `config.py`, or `main.py`.
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