mirror of
https://github.com/wiltodelta/remove-ai-watermarks.git
synced 2026-07-12 11:06:33 +02:00
1a955b096a
- 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>
199 lines
7.5 KiB
Python
199 lines
7.5 KiB
Python
"""Tests for Unicode-safe cv2 image IO (issue #17)."""
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from __future__ import annotations
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import io
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from typing import TYPE_CHECKING
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import cv2
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import numpy as np
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import pytest
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from remove_ai_watermarks import image_io
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if TYPE_CHECKING:
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from pathlib import Path
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# Non-ASCII filenames that break cv2.imread/imwrite on Windows (issue #17).
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_UNICODE_NAMES = [
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"jimeng-2026-05-27-一面白色的墙.png", # Chinese
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"тест-изображение.png", # Cyrillic
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"café-señor.png", # accented Latin
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]
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def _make_bgr() -> np.ndarray:
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img = np.zeros((8, 8, 3), dtype=np.uint8)
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img[2:6, 2:6] = (10, 120, 240) # a BGR block so the round-trip is checkable
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return img
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class TestUnicodeRoundTrip:
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def test_write_then_read_preserves_pixels(self, tmp_path: Path) -> None:
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for name in _UNICODE_NAMES:
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path = tmp_path / name
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src = _make_bgr()
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assert image_io.imwrite(path, src) is True
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assert path.exists()
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out = image_io.imread(path)
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assert out is not None
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# PNG is lossless: pixels must match exactly.
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assert np.array_equal(out, src)
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def test_alpha_round_trip_with_unchanged_flag(self, tmp_path: Path) -> None:
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path = tmp_path / "豆包-alpha.png"
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bgra = np.zeros((8, 8, 4), dtype=np.uint8)
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bgra[..., 3] = 128
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assert image_io.imwrite(path, bgra) is True
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out = image_io.imread(path, cv2.IMREAD_UNCHANGED)
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assert out is not None
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assert out.shape[2] == 4
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assert np.array_equal(out, bgra)
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def test_reads_file_written_by_raw_cv2(self, tmp_path: Path) -> None:
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# An ASCII file written by plain cv2 must read back identically through
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# the wrapper (decode path is byte-compatible with cv2.imread).
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path = tmp_path / "ascii.png"
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src = _make_bgr()
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cv2.imwrite(str(path), src)
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out = image_io.imread(path)
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assert out is not None
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assert np.array_equal(out, src)
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class TestToBgr:
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def test_grayscale_2d_promoted_to_bgr(self) -> None:
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gray = np.full((4, 5), 120, dtype=np.uint8)
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out = image_io.to_bgr(gray)
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assert out.shape == (4, 5, 3)
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# GRAY2BGR replicates the channel, so all three match the source.
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assert np.array_equal(out[..., 0], gray)
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assert np.array_equal(out[..., 0], out[..., 2])
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def test_single_channel_3d_promoted(self) -> None:
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gray = np.full((4, 5, 1), 7, dtype=np.uint8)
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assert image_io.to_bgr(gray).shape == (4, 5, 3)
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def test_bgra_dropped_to_bgr(self) -> None:
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bgra = np.zeros((4, 5, 4), dtype=np.uint8)
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bgra[..., :3] = (10, 120, 240)
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out = image_io.to_bgr(bgra)
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assert out.shape == (4, 5, 3)
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assert np.array_equal(out, bgra[..., :3])
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def test_bgr_returned_unchanged(self) -> None:
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bgr = _make_bgr()
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out = image_io.to_bgr(bgr)
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assert out is bgr # 3-channel: no copy
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class TestFailureSemantics:
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def test_missing_file_returns_none(self, tmp_path: Path) -> None:
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assert image_io.imread(tmp_path / "does-not-exist-不存在.png") is None
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def test_empty_file_returns_none(self, tmp_path: Path) -> None:
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path = tmp_path / "empty.png"
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path.write_bytes(b"")
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assert image_io.imread(path) is None
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def test_undecodable_file_returns_none(self, tmp_path: Path) -> None:
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path = tmp_path / "garbage.png"
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path.write_bytes(b"not an image")
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assert image_io.imread(path) is None
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def test_imwrite_to_missing_directory_returns_false(self, tmp_path: Path) -> None:
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# An unwritable path must return False (cv2.imwrite contract), not raise.
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path = tmp_path / "no-such-dir" / "out.png"
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assert image_io.imwrite(path, _make_bgr()) is False
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def _avif_writable() -> bool:
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"""True when the installed Pillow can ENCODE AVIF (needed to synthesize a fixture);
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read support is what we test, but we need a writer to make the sample."""
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from PIL import Image, features
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if not (hasattr(features, "check") and features.check("avif")):
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return False
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try:
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Image.fromarray(np.zeros((8, 8, 3), np.uint8)).save(io.BytesIO(), format="AVIF")
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return True
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except Exception:
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return False
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_HAS_AVIF_WRITE = _avif_writable()
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class TestPillowFallback:
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"""OpenCV cannot decode HEIC/AVIF; :func:`imread` falls back to Pillow (with the
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pillow-heif plugin) so the pixel/removal path reads them. Uses a synthetic AVIF
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(no corpus files); HEIC is exercised the same way in production."""
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@pytest.mark.skipif(not _HAS_AVIF_WRITE, reason="Pillow AVIF encoder unavailable")
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def test_avif_decodes_via_fallback(self, tmp_path: Path) -> None:
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from PIL import Image
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path = tmp_path / "x.avif"
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Image.fromarray(np.full((32, 48, 3), (10, 20, 200), np.uint8), "RGB").save(path)
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img = image_io.imread(path) # cv2 fails on AVIF -> Pillow fallback
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assert img is not None
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assert img.shape == (32, 48, 3)
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# Source RGB (R=10, G=20, B=200) -> BGR, so blue [...,0] is high, red [...,2] low
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# (thresholds loose for AVIF's lossy compression).
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assert int(img[0, 0, 0]) > 150
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assert int(img[0, 0, 2]) < 70
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@pytest.mark.skipif(not _HAS_AVIF_WRITE, reason="Pillow AVIF encoder unavailable")
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def test_avif_alpha_survives_read_bgr_and_alpha(self, tmp_path: Path) -> None:
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from PIL import Image
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path = tmp_path / "x.avif"
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rgba = np.dstack([np.full((20, 20, 3), 80, np.uint8), np.full((20, 20), 128, np.uint8)])
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Image.fromarray(rgba, "RGBA").save(path)
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bgr, alpha = image_io.read_bgr_and_alpha(path)
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assert bgr is not None
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assert bgr.shape == (20, 20, 3)
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assert alpha is not None # the source alpha plane survives the fallback
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assert alpha.shape == (20, 20)
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def _heif_writable(fmt: str) -> bool:
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try:
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image_io._register_heif()
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from PIL import Image
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Image.fromarray(np.zeros((8, 8, 3), np.uint8), "RGB").save(io.BytesIO(), format=fmt, quality=100)
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return True
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except Exception:
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return False
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class TestQualityPreservingWrite:
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"""The removal only touches the mark footprint, so the container re-encode must
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not degrade the untouched pixels: JPEG/WebP are written at max quality, HEIC/AVIF
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(which cv2 cannot encode) via Pillow instead of crashing."""
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def test_jpeg_written_near_lossless(self, tmp_path: Path) -> None:
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# a smooth gradient -> JPEG at quality 100 / 4:4:4 is near-lossless
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g = np.tile(np.linspace(30, 210, 64, dtype=np.uint8), (48, 1))
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img = np.dstack([g, g, g])
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p = tmp_path / "x.jpg"
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assert image_io.imwrite(p, img) is True
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back = image_io.imread(p)
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assert back is not None
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assert float(np.abs(img.astype(int) - back.astype(int)).mean()) < 1.0
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@pytest.mark.skipif(not _heif_writable("HEIF"), reason="no HEIC encoder in this env")
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def test_heic_write_roundtrips(self, tmp_path: Path) -> None:
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# cv2 cannot encode HEIC (used to raise); imwrite must route through Pillow.
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img = np.full((32, 48, 3), (30, 140, 200), np.uint8)
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p = tmp_path / "x.heic"
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assert image_io.imwrite(p, img) is True
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back = image_io.imread(p)
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assert back is not None
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assert back.shape == (32, 48, 3)
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def test_unencodable_ext_returns_false_not_raises(self, tmp_path: Path) -> None:
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# a bogus extension cv2 can't encode returns False (never raises the cv2.error).
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assert image_io.imwrite(tmp_path / "x.zzz", _make_bgr()) is False
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