Files
remove-ai-watermarks/tests/test_image_io.py
T
Victor Kuznetsov 1a955b096a feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO
- Replace reverse-alpha removal with localize -> fill (template-free mask + one
  shared cv2/MI-GAN/big-LaMa fill) for every mark; drops the colour-shift / dark-pit
  failure modes, version-robust to a moved or re-rendered mark
- Separate perception/decision/action: engines report Candidates, a pure
  decide(candidates, Context) arbiter owns all policy (sensitivity + provenance +
  pill gate), remove_auto_marks orchestrates -- behavior-preserving (corpus 46/46/92)
- Three orthogonal knobs replace --method: --backend cv2|migan|lama,
  --sensitivity auto|strict|assume-ai, provenance (auto from metadata)
- Add high-level api.remove_visible / visible_provenance (lazy top-level re-export);
  visible --mark auto delegates to it so CLI and library share ONE path
- Read+write HEIC/AVIF on the pixel path via pillow-heif; imwrite preserves the input
  format at max quality (JPEG q100/4:4:4); a no-op copies the original bytes verbatim
- Lossless byte-level JPEG metadata strip (no DCT re-encode); consolidate the two
  remove_ai_metadata into one, delete legacy noai/cleaner + best_auto_mark
- Bump 0.13.0 -> 0.14.0

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-09 14:20:52 +03:00

199 lines
7.5 KiB
Python

"""Tests for Unicode-safe cv2 image IO (issue #17)."""
from __future__ import annotations
import io
from typing import TYPE_CHECKING
import cv2
import numpy as np
import pytest
from remove_ai_watermarks import image_io
if TYPE_CHECKING:
from pathlib import Path
# Non-ASCII filenames that break cv2.imread/imwrite on Windows (issue #17).
_UNICODE_NAMES = [
"jimeng-2026-05-27-一面白色的墙.png", # Chinese
"тест-изображение.png", # Cyrillic
"café-señor.png", # accented Latin
]
def _make_bgr() -> np.ndarray:
img = np.zeros((8, 8, 3), dtype=np.uint8)
img[2:6, 2:6] = (10, 120, 240) # a BGR block so the round-trip is checkable
return img
class TestUnicodeRoundTrip:
def test_write_then_read_preserves_pixels(self, tmp_path: Path) -> None:
for name in _UNICODE_NAMES:
path = tmp_path / name
src = _make_bgr()
assert image_io.imwrite(path, src) is True
assert path.exists()
out = image_io.imread(path)
assert out is not None
# PNG is lossless: pixels must match exactly.
assert np.array_equal(out, src)
def test_alpha_round_trip_with_unchanged_flag(self, tmp_path: Path) -> None:
path = tmp_path / "豆包-alpha.png"
bgra = np.zeros((8, 8, 4), dtype=np.uint8)
bgra[..., 3] = 128
assert image_io.imwrite(path, bgra) is True
out = image_io.imread(path, cv2.IMREAD_UNCHANGED)
assert out is not None
assert out.shape[2] == 4
assert np.array_equal(out, bgra)
def test_reads_file_written_by_raw_cv2(self, tmp_path: Path) -> None:
# An ASCII file written by plain cv2 must read back identically through
# the wrapper (decode path is byte-compatible with cv2.imread).
path = tmp_path / "ascii.png"
src = _make_bgr()
cv2.imwrite(str(path), src)
out = image_io.imread(path)
assert out is not None
assert np.array_equal(out, src)
class TestToBgr:
def test_grayscale_2d_promoted_to_bgr(self) -> None:
gray = np.full((4, 5), 120, dtype=np.uint8)
out = image_io.to_bgr(gray)
assert out.shape == (4, 5, 3)
# GRAY2BGR replicates the channel, so all three match the source.
assert np.array_equal(out[..., 0], gray)
assert np.array_equal(out[..., 0], out[..., 2])
def test_single_channel_3d_promoted(self) -> None:
gray = np.full((4, 5, 1), 7, dtype=np.uint8)
assert image_io.to_bgr(gray).shape == (4, 5, 3)
def test_bgra_dropped_to_bgr(self) -> None:
bgra = np.zeros((4, 5, 4), dtype=np.uint8)
bgra[..., :3] = (10, 120, 240)
out = image_io.to_bgr(bgra)
assert out.shape == (4, 5, 3)
assert np.array_equal(out, bgra[..., :3])
def test_bgr_returned_unchanged(self) -> None:
bgr = _make_bgr()
out = image_io.to_bgr(bgr)
assert out is bgr # 3-channel: no copy
class TestFailureSemantics:
def test_missing_file_returns_none(self, tmp_path: Path) -> None:
assert image_io.imread(tmp_path / "does-not-exist-不存在.png") is None
def test_empty_file_returns_none(self, tmp_path: Path) -> None:
path = tmp_path / "empty.png"
path.write_bytes(b"")
assert image_io.imread(path) is None
def test_undecodable_file_returns_none(self, tmp_path: Path) -> None:
path = tmp_path / "garbage.png"
path.write_bytes(b"not an image")
assert image_io.imread(path) is None
def test_imwrite_to_missing_directory_returns_false(self, tmp_path: Path) -> None:
# An unwritable path must return False (cv2.imwrite contract), not raise.
path = tmp_path / "no-such-dir" / "out.png"
assert image_io.imwrite(path, _make_bgr()) is False
def _avif_writable() -> bool:
"""True when the installed Pillow can ENCODE AVIF (needed to synthesize a fixture);
read support is what we test, but we need a writer to make the sample."""
from PIL import Image, features
if not (hasattr(features, "check") and features.check("avif")):
return False
try:
Image.fromarray(np.zeros((8, 8, 3), np.uint8)).save(io.BytesIO(), format="AVIF")
return True
except Exception:
return False
_HAS_AVIF_WRITE = _avif_writable()
class TestPillowFallback:
"""OpenCV cannot decode HEIC/AVIF; :func:`imread` falls back to Pillow (with the
pillow-heif plugin) so the pixel/removal path reads them. Uses a synthetic AVIF
(no corpus files); HEIC is exercised the same way in production."""
@pytest.mark.skipif(not _HAS_AVIF_WRITE, reason="Pillow AVIF encoder unavailable")
def test_avif_decodes_via_fallback(self, tmp_path: Path) -> None:
from PIL import Image
path = tmp_path / "x.avif"
Image.fromarray(np.full((32, 48, 3), (10, 20, 200), np.uint8), "RGB").save(path)
img = image_io.imread(path) # cv2 fails on AVIF -> Pillow fallback
assert img is not None
assert img.shape == (32, 48, 3)
# Source RGB (R=10, G=20, B=200) -> BGR, so blue [...,0] is high, red [...,2] low
# (thresholds loose for AVIF's lossy compression).
assert int(img[0, 0, 0]) > 150
assert int(img[0, 0, 2]) < 70
@pytest.mark.skipif(not _HAS_AVIF_WRITE, reason="Pillow AVIF encoder unavailable")
def test_avif_alpha_survives_read_bgr_and_alpha(self, tmp_path: Path) -> None:
from PIL import Image
path = tmp_path / "x.avif"
rgba = np.dstack([np.full((20, 20, 3), 80, np.uint8), np.full((20, 20), 128, np.uint8)])
Image.fromarray(rgba, "RGBA").save(path)
bgr, alpha = image_io.read_bgr_and_alpha(path)
assert bgr is not None
assert bgr.shape == (20, 20, 3)
assert alpha is not None # the source alpha plane survives the fallback
assert alpha.shape == (20, 20)
def _heif_writable(fmt: str) -> bool:
try:
image_io._register_heif()
from PIL import Image
Image.fromarray(np.zeros((8, 8, 3), np.uint8), "RGB").save(io.BytesIO(), format=fmt, quality=100)
return True
except Exception:
return False
class TestQualityPreservingWrite:
"""The removal only touches the mark footprint, so the container re-encode must
not degrade the untouched pixels: JPEG/WebP are written at max quality, HEIC/AVIF
(which cv2 cannot encode) via Pillow instead of crashing."""
def test_jpeg_written_near_lossless(self, tmp_path: Path) -> None:
# a smooth gradient -> JPEG at quality 100 / 4:4:4 is near-lossless
g = np.tile(np.linspace(30, 210, 64, dtype=np.uint8), (48, 1))
img = np.dstack([g, g, g])
p = tmp_path / "x.jpg"
assert image_io.imwrite(p, img) is True
back = image_io.imread(p)
assert back is not None
assert float(np.abs(img.astype(int) - back.astype(int)).mean()) < 1.0
@pytest.mark.skipif(not _heif_writable("HEIF"), reason="no HEIC encoder in this env")
def test_heic_write_roundtrips(self, tmp_path: Path) -> None:
# cv2 cannot encode HEIC (used to raise); imwrite must route through Pillow.
img = np.full((32, 48, 3), (30, 140, 200), np.uint8)
p = tmp_path / "x.heic"
assert image_io.imwrite(p, img) is True
back = image_io.imread(p)
assert back is not None
assert back.shape == (32, 48, 3)
def test_unencodable_ext_returns_false_not_raises(self, tmp_path: Path) -> None:
# a bogus extension cv2 can't encode returns False (never raises the cv2.error).
assert image_io.imwrite(tmp_path / "x.zzz", _make_bgr()) is False