feat!: adopt Python 3.15 and support BattlesnakeArena

- Require Python 3.15 in project metadata, runtime pin, and Docker stages.
- Use lazy imports for database backends and type-only dependencies.
- Defer benchmark dependencies until their code paths are used.
- Rely on deferred annotations and use Path.info for file discovery.
- Accept BattlesnakeArena alongside BattlesnakeEngine on game endpoints.
- Advance quart_common for Python 3.15 and multi-agent validation.
- Add pytest development dependencies and refresh the uv lockfile.
- Test lazy backend loading, import order, and fresh file discovery.
- Document the runtime requirements and locked uv workflow.

BREAKING CHANGE: Python 3.15 or newer is required; earlier runtimes cannot parse the lazy import syntax.
This commit is contained in:
2026-11-03 10:02:40 +01:00
parent f14d780f29
commit 5efab77248
35 changed files with 226 additions and 202 deletions
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@@ -1 +1 @@
3.13 3.15
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@@ -1,5 +1,5 @@
# Stage 1 — compile sqlite-zstd + SQLite 3.49.1 # Stage 1 — compile sqlite-zstd + SQLite 3.49.1
FROM ghcr.io/astral-sh/uv:python3.13-trixie-slim AS sqlite-zstd-builder FROM ghcr.io/astral-sh/uv:python3.15-trixie-slim AS sqlite-zstd-builder
RUN apt-get update && apt-get install -y --no-install-recommends \ RUN apt-get update && apt-get install -y --no-install-recommends \
curl unzip git libzstd-dev pkg-config build-essential ca-certificates && \ curl unzip git libzstd-dev pkg-config build-essential ca-certificates && \
@@ -21,7 +21,7 @@ RUN git clone --depth=1 --branch v0.3.5 https://github.com/phiresky/sqlite-zstd.
cp target/release/libsqlite_zstd.so /usr/local/lib/libsqlite_zstd.so cp target/release/libsqlite_zstd.so /usr/local/lib/libsqlite_zstd.so
# Stage 2 — runtime image # Stage 2 — runtime image
FROM ghcr.io/astral-sh/uv:python3.13-trixie-slim FROM ghcr.io/astral-sh/uv:python3.15-trixie-slim
RUN apt-get update && apt-get install -y --no-install-recommends libzstd1 && \ RUN apt-get update && apt-get install -y --no-install-recommends libzstd1 && \
rm -rf /var/lib/apt/lists/* rm -rf /var/lib/apt/lists/*
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@@ -6,18 +6,27 @@ An official Battlesnake template written in Python. Get started at [play.battles
This project is a great starting point for anyone wanting to program their first Battlesnake in Python. It can be run locally or easily deployed to a cloud provider of your choosing. See the [Battlesnake API Docs](https://docs.battlesnake.com/api) for more detail. This project is a great starting point for anyone wanting to program their first Battlesnake in Python. It can be run locally or easily deployed to a cloud provider of your choosing. See the [Battlesnake API Docs](https://docs.battlesnake.com/api) for more detail.
## Technologies Used ## Technologies Used
This project uses [Python 3](https://www.python.org/) and [Flask](https://flask.palletsprojects.com/). It also comes with an optional [Dockerfile](https://docs.docker.com/engine/reference/builder/) to help with deployment. This project requires [Python 3.15+](https://www.python.org/) and uses [Quart](https://quart.palletsprojects.com/) with Hypercorn. The Dockerfile uses the uv Python 3.15 runtime.
## Run Your Battlesnake ## Run Your Battlesnake
Install dependencies using pip Install the pinned Python runtime and locked dependencies using uv:
```sh ```sh
pip install -r requirements.txt uv python install 3.15
uv sync --locked
``` ```
Python modernization (2026-11-03):
- Python 3.15 `lazy` imports defer database backend loading and benchmark-only dependencies. Optional-dependency `try`/`except` imports keep their fallback behavior.
- Python 3.14 deferred annotations replace `from __future__ import annotations`. Type-only dependencies use lazy bindings to avoid loading circular imports at startup.
- Python 3.14 `Path.info` checks reuse directory-entry metadata during dataset and customization asset discovery. Paths reused after mutations retain fresh checks.
- The shared `quart_common` submodule also requires Python 3.15 and already uses Python 3.14 UUIDv7 request IDs.
Run tests with `uv run --locked pytest tests quart_common/tests/test_user_agent.py`.
Python 3.14 is **not** a supported runtime: this project uses 3.15-only syntax.
Start your Battlesnake Start your Battlesnake
```sh ```sh
python main.py uv run --locked python main.py
``` ```
You should see the following output once it is running You should see the following output once it is running
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@@ -7,7 +7,7 @@ name = "snake-python"
version = "0.1.0" version = "0.1.0"
description = "Add your description here" description = "Add your description here"
readme = "README.md" readme = "README.md"
requires-python = ">=3.13" requires-python = ">=3.15"
dependencies = [ dependencies = [
"aiofiles>=25.1.0", "aiofiles>=25.1.0",
"aiologger>=0.7.0", "aiologger>=0.7.0",
@@ -18,3 +18,8 @@ dependencies = [
"python-dotenv>=1.2.2", "python-dotenv>=1.2.2",
"asyncpg>=0.31.0", "asyncpg>=0.31.0",
] ]
[dependency-groups]
dev = [
"pytest>=9.2.0",
]
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@@ -5,8 +5,6 @@ For outcome/win-rate tournaments use the local Battlesnake CLI. This harness is
fast enough for CI and detects move disagreements, crashes, and latency changes. fast enough for CI and detects move disagreements, crashes, and latency changes.
""" """
from __future__ import annotations
import argparse import argparse
import json import json
import sys import sys
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@@ -1,8 +1,5 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""Benchmark snake move latency against sampled states from gameplay SQLite.""" """Benchmark snake move latency against sampled states from gameplay SQLite."""
from __future__ import annotations
import argparse import argparse
from pathlib import Path from pathlib import Path
import sqlite3 import sqlite3
@@ -15,8 +12,8 @@ sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
from server.database.benchmark_states import ( from server.database.benchmark_states import (
_build_state, is_postgresql_source, load_postgresql_states, _build_state, is_postgresql_source, load_postgresql_states,
) )
from server.GameBoard import GameBoard lazy from server.GameBoard import GameBoard
from snakes import SnakeBuilder lazy from snakes import SnakeBuilder
def percentile(values: list[float], quantile: float) -> float: def percentile(values: list[float], quantile: float) -> float:
ordered = sorted(values) ordered = sorted(values)
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@@ -1,8 +1,5 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""Delete old low-quality replay payloads while preserving game results.""" """Delete old low-quality replay payloads while preserving game results."""
from __future__ import annotations
import argparse import argparse
import asyncio import asyncio
from datetime import datetime, timedelta, timezone from datetime import datetime, timedelta, timezone
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@@ -1,10 +1,7 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
from __future__ import annotations
import argparse import argparse
from pathlib import Path from pathlib import Path
from typing import Iterable from collections.abc import Iterable
from urllib.parse import urlencode from urllib.parse import urlencode
from urllib.request import urlopen from urllib.request import urlopen
import shutil import shutil
@@ -84,14 +81,14 @@ def prune_output(output_root:Path, wanted_files:set[Path]) -> int:
return 0 return 0
for file_path in output_root.rglob("*"): for file_path in output_root.rglob("*"):
if not file_path.is_file(): if not file_path.info.is_file():
continue continue
if file_path not in wanted_files: if file_path not in wanted_files:
file_path.unlink() file_path.unlink()
removed += 1 removed += 1
for directory in sorted( for directory in sorted(
(p for p in output_root.rglob("*") if p.is_dir()), reverse=True (p for p in output_root.rglob("*") if p.info.is_dir()), reverse=True
): ):
if any(directory.iterdir()): if any(directory.iterdir()):
continue continue
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@@ -6,9 +6,6 @@ row IDs are regenerated, delta games are quality-rated, and all result rows are
kept even when their replay is excluded. The base can be replaced only after kept even when their replay is excluded. The base can be replaced only after
verification and a timestamped backup. verification and a timestamped backup.
""" """
from __future__ import annotations
import argparse import argparse
from collections import Counter from collections import Counter
from datetime import datetime, timezone from datetime import datetime, timezone
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@@ -5,9 +5,6 @@ The source is always opened read-only. The destination is written separately,
verified, and can optionally replace the source after a timestamped backup is verified, and can optionally replace the source after a timestamped backup is
created. No in-place schema rewrite is performed. created. No in-place schema rewrite is performed.
""" """
from __future__ import annotations
import argparse import argparse
from datetime import datetime, timezone from datetime import datetime, timezone
import json import json
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@@ -5,9 +5,6 @@ The source is opened read-only. Rows are copied in bounded batches through
temporary PostgreSQL tables, then inserted idempotently with ON CONFLICT. The temporary PostgreSQL tables, then inserted idempotently with ON CONFLICT. The
script verifies source/inserted row counts and never modifies the SQLite file. script verifies source/inserted row counts and never modifies the SQLite file.
""" """
from __future__ import annotations
import argparse import argparse
import asyncio import asyncio
from datetime import datetime from datetime import datetime
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@@ -1,8 +1,5 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""Run paired seeded games through the official local Battlesnake rules engine.""" """Run paired seeded games through the official local Battlesnake rules engine."""
from __future__ import annotations
import argparse import argparse
import json import json
import os import os
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@@ -1,7 +1,4 @@
"""Deterministic scenario corpus for the local snake arena.""" """Deterministic scenario corpus for the local snake arena."""
from __future__ import annotations
from copy import deepcopy from copy import deepcopy
from tests.bench_best_battle_snake import build_game_state from tests.bench_best_battle_snake import build_game_state
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@@ -1,4 +1,4 @@
from typing import TYPE_CHECKING, cast from typing import cast
import asyncio, json, time, os import asyncio, json, time, os
from quart import Blueprint, request, jsonify from quart import Blueprint, request, jsonify
@@ -10,8 +10,7 @@ from snakes import DEFAULT_SNAKE_CONFIG
from server.GameBoard import GameBoard from server.GameBoard import GameBoard
from server.Files import read_file from server.Files import read_file
if TYPE_CHECKING: lazy from server.Server import Server
from server.Server import Server
def create_battlesnake_blueprint(server:'Server') -> Blueprint: def create_battlesnake_blueprint(server:'Server') -> Blueprint:
blueprint = Blueprint('battlesnake', __name__) blueprint = Blueprint('battlesnake', __name__)
@@ -45,7 +44,7 @@ def create_battlesnake_blueprint(server:'Server') -> Blueprint:
return snake_json return snake_json
@blueprint.post('/start') @blueprint.post('/start')
@require_user_agent("BattlesnakeEngine", abort_code=404) @require_user_agent(("BattlesnakeEngine", "BattlesnakeArena"), abort_code=404)
async def on_start(): async def on_start():
server.metrics_collector.record_http_request('start') server.metrics_collector.record_http_request('start')
await server.game_runtime.prune_stale_games() await server.game_runtime.prune_stale_games()
@@ -59,7 +58,7 @@ def create_battlesnake_blueprint(server:'Server') -> Blueprint:
return 'ok' return 'ok'
@blueprint.post('/move') @blueprint.post('/move')
@require_user_agent("BattlesnakeEngine", abort_code=404) @require_user_agent(("BattlesnakeEngine", "BattlesnakeArena"), abort_code=404)
async def on_move(): async def on_move():
server.metrics_collector.record_http_request('move') server.metrics_collector.record_http_request('move')
game_state = await request.get_json() game_state = await request.get_json()
@@ -91,7 +90,7 @@ def create_battlesnake_blueprint(server:'Server') -> Blueprint:
return {'move': next_move} return {'move': next_move}
@blueprint.post('/end') @blueprint.post('/end')
@require_user_agent("BattlesnakeEngine", abort_code=404) @require_user_agent(("BattlesnakeEngine", "BattlesnakeArena"), abort_code=404)
async def on_end(): async def on_end():
server.metrics_collector.record_http_request('end') server.metrics_collector.record_http_request('end')
await server.game_runtime.prune_stale_games() await server.game_runtime.prune_stale_games()
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@@ -1,4 +1,3 @@
from typing import TYPE_CHECKING
import asyncio, json, os import asyncio, json, os
from quart import ( from quart import (
@@ -9,8 +8,7 @@ from quart import (
websocket, websocket,
) )
if TYPE_CHECKING: lazy from server.Server import Server
from server.Server import Server
def create_dashboard_blueprint(server:'Server') -> Blueprint: def create_dashboard_blueprint(server:'Server') -> Blueprint:
blueprint = Blueprint('dashboard', __name__) blueprint = Blueprint('dashboard', __name__)
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@@ -1,8 +1,6 @@
from quart import Blueprint, jsonify, request from quart import Blueprint, jsonify, request
from typing import TYPE_CHECKING
if TYPE_CHECKING: lazy from server.Server import Server
from server.Server import Server
def create_metrics_blueprint(server:'Server') -> Blueprint: def create_metrics_blueprint(server:'Server') -> Blueprint:
blueprint = Blueprint('metrics', __name__) blueprint = Blueprint('metrics', __name__)
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@@ -1,7 +1,4 @@
from typing import TYPE_CHECKING lazy from server.GameBoard import GameBoard
if TYPE_CHECKING:
from server.GameBoard import GameBoard
from server.dataset.Dataset import Dataset from server.dataset.Dataset import Dataset
from server.Files import save_file from server.Files import save_file
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@@ -1,15 +1,17 @@
from .Template import GameplayBackendTemplate from .Template import GameplayBackendTemplate
lazy from .PostgresqlGameplayBackend import PostgresqlGameplayBackend as PostgresqlBackend
lazy from .SqliteGameplayBackend import SqliteGameplayBackend as SqliteBackend
class GameplayBackendBuilder: class GameplayBackendBuilder:
@staticmethod @staticmethod
def build(backend:str="sqlite", db_path:str|None=None, busy_timeout_ms:int=5000, pg_dsn:str|None=None, pg_min_size:int=1, pg_max_size:int=5) -> GameplayBackendTemplate: def build(backend:str="sqlite", db_path:str|None=None, busy_timeout_ms:int=5000, pg_dsn:str|None=None, pg_min_size:int=1, pg_max_size:int=5) -> GameplayBackendTemplate:
normalized = (backend or "sqlite").strip().lower() normalized = (backend or "sqlite").strip().lower()
if normalized == "postgresql" or normalized == "postgres": if normalized == "postgresql" or normalized == "postgres":
from .PostgresqlGameplayBackend import PostgresqlGameplayBackend
if not pg_dsn: if not pg_dsn:
raise ValueError("pg_dsn is required for the postgresql backend") raise ValueError("pg_dsn is required for the postgresql backend")
return PostgresqlGameplayBackend( return PostgresqlBackend(
dsn=pg_dsn, dsn=pg_dsn,
min_size=pg_min_size, min_size=pg_min_size,
max_size=pg_max_size, max_size=pg_max_size,
@@ -17,9 +19,8 @@ class GameplayBackendBuilder:
) )
if normalized == "sqlite": if normalized == "sqlite":
from .SqliteGameplayBackend import SqliteGameplayBackend
if not db_path: if not db_path:
raise ValueError("db_path is required for the sqlite backend") raise ValueError("db_path is required for the sqlite backend")
return SqliteGameplayBackend(db_path=db_path, busy_timeout_ms=busy_timeout_ms) return SqliteBackend(db_path=db_path, busy_timeout_ms=busy_timeout_ms)
raise ValueError(f"Unknown gameplay backend: {backend!r}. Choose 'sqlite' or 'postgresql'.") raise ValueError(f"Unknown gameplay backend: {backend!r}. Choose 'sqlite' or 'postgresql'.")
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@@ -1,7 +1,4 @@
"""Load sampled gameplay positions from SQLite or PostgreSQL.""" """Load sampled gameplay positions from SQLite or PostgreSQL."""
from __future__ import annotations
import asyncio import asyncio
import json import json
from urllib.parse import urlparse from urllib.parse import urlparse
+1 -4
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@@ -1,7 +1,4 @@
from typing import TYPE_CHECKING lazy from server.GameBoard import GameBoard
if TYPE_CHECKING:
from server.GameBoard import GameBoard
class Dataset: class Dataset:
VALID_MOVES = {"up", "down", "left", "right"} VALID_MOVES = {"up", "down", "left", "right"}
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@@ -16,7 +16,7 @@ class DatasetIO:
for item in input_files: for item in input_files:
path = Path(item) path = Path(item)
if path.is_dir(): if path.info.is_dir():
for pattern in patterns: for pattern in patterns:
for file_path in sorted(path.rglob(pattern)): for file_path in sorted(path.rglob(pattern)):
key = str(file_path.resolve()) key = str(file_path.resolve())
@@ -29,7 +29,7 @@ class DatasetIO:
if any(ch in item for ch in "*?[]"): if any(ch in item for ch in "*?[]"):
for match in sorted(glob.glob(item)): for match in sorted(glob.glob(item)):
file_path = Path(match) file_path = Path(match)
if not file_path.is_file(): if not file_path.info.is_file():
continue continue
key = str(file_path.resolve()) key = str(file_path.resolve())
if key in seen: if key in seen:
@@ -38,7 +38,7 @@ class DatasetIO:
resolved.append(file_path) resolved.append(file_path)
continue continue
if path.is_file(): if path.info.is_file():
key = str(path.resolve()) key = str(path.resolve())
if key in seen: if key in seen:
continue continue
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@@ -1,7 +1,5 @@
from typing import TYPE_CHECKING
if TYPE_CHECKING: lazy from server.GameBoard import GameBoard
from server.GameBoard import GameBoard
import random import random
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@@ -7,9 +7,6 @@ no sets, deques, or per-cell Python objects.
Typical 11×11 board → 121-bit integers. Python big-int ops on these are Typical 11×11 board → 121-bit integers. Python big-int ops on these are
extremely fast (single C-level limb operations under the hood). extremely fast (single C-level limb operations under the hood).
""" """
from __future__ import annotations
class BitBoard: class BitBoard:
"""Pre-computed masks and fast spatial primitives for a fixed grid size.""" """Pre-computed masks and fast spatial primitives for a fixed grid size."""
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@@ -1,7 +1,4 @@
"""Reusable compact duel-search integration for Apex-style snakes.""" """Reusable compact duel-search integration for Apex-style snakes."""
from __future__ import annotations
from snakes.engine.duel_search import BitboardDuelSearch from snakes.engine.duel_search import BitboardDuelSearch
class BitboardDuelMixin: class BitboardDuelMixin:
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@@ -1,7 +1,4 @@
"""Deadline-aware simultaneous duel search using compact tuple bodies and bitboards.""" """Deadline-aware simultaneous duel search using compact tuple bodies and bitboards."""
from __future__ import annotations
from collections.abc import Iterable from collections.abc import Iterable
from dataclasses import dataclass from dataclasses import dataclass
from time import perf_counter from time import perf_counter
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@@ -1,7 +1,4 @@
"""Safety-gated board geometry scoring for perimeter-aware snakes.""" """Safety-gated board geometry scoring for perimeter-aware snakes."""
from __future__ import annotations
def _on_edge(point: tuple[int, int], width: int, height: int) -> bool: def _on_edge(point: tuple[int, int], width: int, height: int) -> bool:
x, y = point x, y = point
return x in {0, width - 1} or y in {0, height - 1} return x in {0, width - 1} or y in {0, height - 1}
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@@ -1,7 +1,4 @@
"""Bitboard-backed spatial primitives shared by competitive snakes.""" """Bitboard-backed spatial primitives shared by competitive snakes."""
from __future__ import annotations
from snakes.engine.bitboard import BitBoard from snakes.engine.bitboard import BitBoard
class BitboardSpatialMixin: class BitboardSpatialMixin:
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@@ -1,7 +1,4 @@
"""Reusable bitboard and adversarial survival rollouts.""" """Reusable bitboard and adversarial survival rollouts."""
from __future__ import annotations
from time import perf_counter from time import perf_counter
from snakes.engine.survival_search import CompactSurvivalSearch from snakes.engine.survival_search import CompactSurvivalSearch
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@@ -1,7 +1,4 @@
"""Compact adversarial rollout for multiplayer Battlesnake positions.""" """Compact adversarial rollout for multiplayer Battlesnake positions."""
from __future__ import annotations
from itertools import product from itertools import product
from time import perf_counter from time import perf_counter
@@ -24,8 +24,6 @@ Key speedups:
per-direction Python loop + _in_bounds calls. per-direction Python loop + _in_bounds calls.
S11: _future_survival_tree inlines legal-move check with bitboard ops. S11: _future_survival_tree inlines legal-move check with bitboard ops.
""" """
from __future__ import annotations
from typing import Any from typing import Any
from time import perf_counter from time import perf_counter
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@@ -32,9 +32,6 @@ Key speedups:
S18: Prism uses a deeper tactical horizon while retaining Apex's timeout reserve. S18: Prism uses a deeper tactical horizon while retaining Apex's timeout reserve.
S19: Rollout occupancy and evaluation caches avoid repeated flood-fill work. S19: Rollout occupancy and evaluation caches avoid repeated flood-fill work.
""" """
from __future__ import annotations
from server.GameBoard import GameBoard from server.GameBoard import GameBoard
from snakes.engine.bitboard import BitBoard from snakes.engine.bitboard import BitBoard
from snakes.engine.duel import BitboardDuelMixin from snakes.engine.duel import BitboardDuelMixin
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@@ -4,6 +4,30 @@ import unittest
from pathlib import Path from pathlib import Path
class TestDatabasePackageImports(unittest.TestCase): class TestDatabasePackageImports(unittest.TestCase):
def test_builder_works_after_direct_backend_module_import(self):
from server.database.backend.SqliteGameplayBackend import SqliteGameplayBackend
from server.database.backend import GameplayBackendBuilder
backend = GameplayBackendBuilder.build(db_path=":memory:")
self.assertIsInstance(backend, SqliteGameplayBackend)
def test_builder_import_defers_backend_modules(self):
project_root = Path(__file__).resolve().parents[1]
script = """
import sys
from server.database.backend import GameplayBackendBuilder
assert 'server.database.backend.SqliteGameplayBackend' not in sys.modules
assert 'server.database.backend.PostgresqlGameplayBackend' not in sys.modules
backend = GameplayBackendBuilder.build(db_path=':memory:')
assert backend.__class__.__name__ == 'SqliteGameplayBackend'
assert 'server.database.backend.PostgresqlGameplayBackend' not in sys.modules
"""
result = subprocess.run(
[sys.executable, "-c", script], cwd=project_root,
text=True, capture_output=True,
)
self.assertEqual(result.returncode, 0, result.stderr)
def test_sqlite_backend_import_does_not_require_aiofiles(self): def test_sqlite_backend_import_does_not_require_aiofiles(self):
project_root = Path(__file__).resolve().parents[1] project_root = Path(__file__).resolve().parents[1]
script = """ script = """
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@@ -18,6 +18,17 @@ class TestDatasetIO(unittest.TestCase):
self.assertIn("a.jsonl", names) self.assertIn("a.jsonl", names)
self.assertIn("b.jsonl.gz", names) self.assertIn("b.jsonl.gz", names)
def test_resolve_input_files_uses_fresh_metadata_on_each_scan(self):
with tempfile.TemporaryDirectory() as tmp:
base = Path(tmp)
path = base / "rows.jsonl"
path.write_text('{}\n', encoding="utf-8")
self.assertEqual(DatasetIO.resolve_input_files([str(base)]), [path])
path.unlink()
self.assertEqual(DatasetIO.resolve_input_files([str(base)]), [])
path.write_text('{}\n', encoding="utf-8")
self.assertEqual(DatasetIO.resolve_input_files([str(path)]), [path])
def test_iter_jsonl_rows_reads_gz_file(self): def test_iter_jsonl_rows_reads_gz_file(self):
with tempfile.TemporaryDirectory() as tmp: with tempfile.TemporaryDirectory() as tmp:
path = Path(tmp) / "rows.jsonl.gz" path = Path(tmp) / "rows.jsonl.gz"
Generated
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@@ -1,6 +1,6 @@
version = 1 version = 1
revision = 3 revision = 5
requires-python = ">=3.13" requires-python = ">=3.15"
[[package]] [[package]]
name = "aiofiles" name = "aiofiles"
@@ -19,46 +19,40 @@ sdist = { url = "https://files.pythonhosted.org/packages/76/a8/ca4c00b319b877d29
[[package]] [[package]]
name = "anyio" name = "anyio"
version = "4.14.2" version = "4.16.0"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "idna" }, { name = "idna" },
] ]
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