feat(lib): switch __init__ to ONNX-backed generate/generate_scroll

This commit is contained in:
2026-05-12 01:16:03 +08:00
parent 4e69ecc963
commit d39db46170
5 changed files with 223 additions and 4 deletions

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@@ -1,5 +1,78 @@
# sites/ai_mouse/ai_mouse/__init__.py
from ai_mouse.generator import generate
from ai_mouse._scroll_legacy import generate_scroll
"""ai_mouse — ONNX Runtime SDK for human-like mouse trajectories and scroll events.
__all__ = ["generate", "generate_scroll"]
Public API:
from ai_mouse import generate, generate_scroll, MouseModel, ScrollModel
See the project README for usage examples.
"""
from __future__ import annotations
from collections.abc import Sequence
from pathlib import Path
from typing import Literal
from ai_mouse import errors
from ai_mouse._model_cache import get_mouse_model, get_scroll_model
from ai_mouse.mouse import MouseModel
from ai_mouse.scroll import ScrollModel
__version__ = "0.2.0"
__all__ = [
"MouseModel",
"ScrollModel",
"errors",
"generate",
"generate_scroll",
"__version__",
]
def generate(
start: tuple[int, int],
end: tuple[int, int],
*,
n_points: int = 64,
speed: float | None = None,
click: bool = True,
seed: int | None = None,
model_path: str | Path | None = None,
providers: Sequence[str] | None = None,
) -> list[tuple[int, int, int]]:
"""Generate a human-like mouse trajectory.
See :meth:`MouseModel.generate` for argument semantics.
The underlying :class:`MouseModel` is cached process-wide; repeat
calls with the same ``(model_path, providers)`` reuse the session.
"""
model = get_mouse_model(model_path, providers)
return model.generate(
start=start,
end=end,
n_points=n_points,
speed=speed,
click=click,
seed=seed,
)
def generate_scroll(
start_scroll_y: int,
target_scroll_y: int,
*,
mode: Literal["target", "fast", "precise"] = "target",
viewport_height: int = 800,
seed: int | None = None,
model_path: str | Path | None = None,
providers: Sequence[str] | None = None,
) -> list[dict]:
"""Generate a sequence of mouse-wheel events. See :class:`ScrollModel.generate`."""
model = get_scroll_model(model_path, providers)
return model.generate(
start_scroll_y=start_scroll_y,
target_scroll_y=target_scroll_y,
mode=mode,
viewport_height=viewport_height,
seed=seed,
)

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@@ -0,0 +1,45 @@
"""Process-level lru_cache for default MouseModel / ScrollModel instances."""
from __future__ import annotations
from collections.abc import Sequence
from functools import lru_cache
from pathlib import Path
from ai_mouse.mouse import MouseModel
from ai_mouse.scroll import ScrollModel
@lru_cache(maxsize=4)
def _get_mouse_model(
model_key: str,
providers_key: tuple[str, ...],
) -> MouseModel:
path = None if model_key == "__bundled__" else Path(model_key)
providers = list(providers_key) if providers_key else None
return MouseModel(model_path=path, providers=providers)
@lru_cache(maxsize=4)
def _get_scroll_model(
model_key: str,
providers_key: tuple[str, ...],
) -> ScrollModel:
path = None if model_key == "__bundled__" else Path(model_key)
providers = list(providers_key) if providers_key else None
return ScrollModel(model_path=path, providers=providers)
def get_mouse_model(
model_path: str | Path | None,
providers: Sequence[str] | None,
) -> MouseModel:
key = "__bundled__" if model_path is None else str(model_path)
return _get_mouse_model(key, tuple(providers or ()))
def get_scroll_model(
model_path: str | Path | None,
providers: Sequence[str] | None,
) -> ScrollModel:
key = "__bundled__" if model_path is None else str(model_path)
return _get_scroll_model(key, tuple(providers or ()))

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@@ -43,3 +43,45 @@ def test_mouse_model_invalid_path_raises_model_load_error() -> None:
from ai_mouse.errors import ModelLoadError
with pytest.raises(ModelLoadError):
MouseModel(model_path="/nonexistent/path/here")
def test_mouse_model_timestamps_monotonic() -> None:
from ai_mouse.mouse import MouseModel
m = MouseModel()
pts = m.generate((100, 200), (900, 400))
times = [p[2] for p in pts]
for i in range(1, len(times)):
assert times[i] >= times[i - 1]
def test_mouse_model_starts_and_ends_near_endpoints() -> None:
from ai_mouse.mouse import MouseModel
start = (100, 200)
end = (900, 400)
m = MouseModel()
pts = m.generate(start, end)
assert abs(pts[0][0] - start[0]) < 30
assert abs(pts[0][1] - start[1]) < 30
last_move = pts[-3] # last 2 are click events
assert abs(last_move[0] - end[0]) < 30
assert abs(last_move[1] - end[1]) < 30
def test_mouse_model_n_points_parameter() -> None:
from ai_mouse.mouse import MouseModel
m = MouseModel()
pts = m.generate((100, 200), (900, 400), n_points=32)
# 32 moves + 2 clicks
assert len(pts) == 34
def test_mouse_model_click_events_have_matching_coords() -> None:
from ai_mouse.mouse import MouseModel
m = MouseModel()
pts = m.generate((100, 200), (900, 400))
down, up = pts[-2], pts[-1]
assert down[0] == up[0]
assert down[1] == up[1]
assert up[2] > down[2]
# Within click_dist bounds 20..500
assert 20 <= up[2] - down[2] <= 500

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@@ -0,0 +1,43 @@
"""Tests for the public package-level API."""
from __future__ import annotations
def test_public_symbols_importable() -> None:
from ai_mouse import (
MouseModel,
ScrollModel,
generate,
generate_scroll,
errors,
)
assert MouseModel is not None
assert ScrollModel is not None
assert callable(generate)
assert callable(generate_scroll)
assert hasattr(errors, "ModelLoadError")
def test_generate_function_returns_list_of_tuples() -> None:
from ai_mouse import generate
pts = generate((100, 100), (300, 200))
assert isinstance(pts, list)
assert len(pts) > 0
assert isinstance(pts[0], tuple)
assert len(pts[0]) == 3
def test_generate_singleton_reused() -> None:
from ai_mouse import generate
from ai_mouse import _model_cache
_model_cache._get_mouse_model.cache_clear()
generate((0, 0), (100, 100))
info_after_first = _model_cache._get_mouse_model.cache_info()
generate((0, 0), (200, 200))
info_after_second = _model_cache._get_mouse_model.cache_info()
assert info_after_second.hits > info_after_first.hits
def test_version_present() -> None:
import ai_mouse
assert hasattr(ai_mouse, "__version__")
assert isinstance(ai_mouse.__version__, str)

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@@ -35,3 +35,19 @@ def test_scroll_invalid_path() -> None:
from ai_mouse.scroll import ScrollModel
with pytest.raises(ModelLoadError):
ScrollModel(model_path="/no/such/path")
def test_scroll_model_timestamps_monotonic() -> None:
from ai_mouse.scroll import ScrollModel
m = ScrollModel()
events = m.generate(0, 2000, mode="target")
times = [e["t"] for e in events]
for i in range(1, len(times)):
assert times[i] >= times[i - 1]
def test_scroll_model_deltaY_are_integers() -> None:
from ai_mouse.scroll import ScrollModel
m = ScrollModel()
events = m.generate(0, 2000, mode="target")
assert all(isinstance(e["deltaY"], int) for e in events)