feat: support multiple reference images with model-aware API mapping
Replace singular reference_image field with reference_images list to support an arbitrary number of reference images. Map them to the correct BFL API parameter names based on model family: - flux-2-*: input_image, input_image_2, ..., input_image_8 - flux-kontext-*: input_image, input_image_2, ..., input_image_4 - flux 1.x: image_prompt (single) BREAKING CHANGE: reference_image config field renamed to reference_images (list).
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b69c38ac13
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8 changed files with 112 additions and 23 deletions
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@ -91,7 +91,7 @@ class TestCollectHelpers:
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"out.png": {
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"prompt": "x",
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"inputs": ["input.txt"],
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"reference_image": "ref.png",
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"reference_images": ["ref.png"],
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"control_images": [],
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}
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}
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@ -110,7 +110,7 @@ class TestCollectHelpers:
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"prompt": "x",
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"width": 512,
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"height": 256,
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"reference_image": "ref.png",
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"reference_images": ["ref.png"],
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}
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}
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}
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@ -118,7 +118,7 @@ class TestCollectHelpers:
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params = _collect_extra_params("out.png", config)
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assert params["width"] == 512
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assert params["height"] == 256
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assert params["reference_image"] == "ref.png"
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assert params["reference_images"] == ("ref.png",)
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def test_collect_extra_params_empty(self, write_config: WriteConfig) -> None:
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config = write_config({"targets": {"out.txt": {"prompt": "x"}}})
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@ -131,7 +131,7 @@ class TestCollectHelpers:
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"out.png": {
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"prompt": "x",
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"inputs": ["a.txt"],
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"reference_image": "ref.png",
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"reference_images": ["ref.png"],
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"control_images": ["c1.png", "c2.png"],
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}
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}
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@ -45,7 +45,7 @@ class TestLoadConfig:
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"width": 1920,
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"height": 480,
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"inputs": ["ref.png"],
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"reference_image": "ref.png",
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"reference_images": ["ref.png"],
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"control_images": ["ctrl.png"],
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},
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"story.md": {
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@ -66,7 +66,7 @@ class TestLoadConfig:
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assert banner.model == "flux-dev"
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assert banner.width == 1920
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assert banner.height == 480
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assert banner.reference_image == "ref.png"
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assert banner.reference_images == ["ref.png"]
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assert banner.control_images == ["ctrl.png"]
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story = config.targets["story.md"]
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@ -66,7 +66,7 @@ class TestBuildGraph:
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) -> None:
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_ = (project_dir / "ref.png").write_bytes(b"\x89PNG")
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config = write_config(
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{"targets": {"out.png": {"prompt": "x", "reference_image": "ref.png"}}}
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{"targets": {"out.png": {"prompt": "x", "reference_images": ["ref.png"]}}}
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)
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graph = build_graph(config, project_dir)
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assert graph.has_edge("ref.png", "out.png")
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@ -120,13 +120,13 @@ class TestImageProvider:
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assert inputs["width"] == 1920
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assert inputs["height"] == 480
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async def test_image_with_reference_image(
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async def test_image_with_reference_image_flux1(
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self, project_dir: Path, image_bytes: bytes
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) -> None:
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ref_path = project_dir / "ref.png"
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_ = ref_path.write_bytes(b"reference image data")
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target_config = TargetConfig(prompt="Like this", reference_image="ref.png")
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target_config = TargetConfig(prompt="Like this", reference_images=["ref.png"])
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bfl_result, mock_http = _make_bfl_mocks(image_bytes)
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with (
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@ -142,7 +142,7 @@ class TestImageProvider:
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target_name="out.png",
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target_config=target_config,
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resolved_prompt="Like this",
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resolved_model="flux-kontext-pro",
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resolved_model="flux-pro-1.1",
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project_dir=project_dir,
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)
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@ -151,6 +151,71 @@ class TestImageProvider:
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assert "image_prompt" in inputs
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assert inputs["image_prompt"] == encode_image_b64(ref_path)
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async def test_image_with_reference_images_flux2(
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self, project_dir: Path, image_bytes: bytes
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) -> None:
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ref1 = project_dir / "ref1.png"
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ref2 = project_dir / "ref2.png"
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_ = ref1.write_bytes(b"ref1 data")
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_ = ref2.write_bytes(b"ref2 data")
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target_config = TargetConfig(
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prompt="Combine", reference_images=["ref1.png", "ref2.png"]
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)
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bfl_result, mock_http = _make_bfl_mocks(image_bytes)
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with (
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patch("bulkgen.providers.image.BFLClient") as mock_cls,
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patch("bulkgen.providers.image.httpx.AsyncClient") as mock_http_cls,
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):
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mock_generate = AsyncMock(return_value=bfl_result)
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mock_cls.return_value.generate = mock_generate
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mock_http_cls.return_value = mock_http
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provider = ImageProvider(api_key="test-key")
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await provider.generate(
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target_name="out.png",
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target_config=target_config,
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resolved_prompt="Combine",
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resolved_model="flux-2-pro",
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project_dir=project_dir,
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)
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call_args = mock_generate.call_args
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inputs = call_args[0][1]
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assert inputs["input_image"] == encode_image_b64(ref1)
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assert inputs["input_image_2"] == encode_image_b64(ref2)
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async def test_image_with_reference_image_kontext(
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self, project_dir: Path, image_bytes: bytes
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) -> None:
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ref_path = project_dir / "ref.png"
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_ = ref_path.write_bytes(b"reference image data")
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target_config = TargetConfig(prompt="Edit", reference_images=["ref.png"])
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bfl_result, mock_http = _make_bfl_mocks(image_bytes)
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with (
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patch("bulkgen.providers.image.BFLClient") as mock_cls,
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patch("bulkgen.providers.image.httpx.AsyncClient") as mock_http_cls,
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):
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mock_generate = AsyncMock(return_value=bfl_result)
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mock_cls.return_value.generate = mock_generate
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mock_http_cls.return_value = mock_http
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provider = ImageProvider(api_key="test-key")
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await provider.generate(
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target_name="out.png",
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target_config=target_config,
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resolved_prompt="Edit",
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resolved_model="flux-kontext-pro",
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project_dir=project_dir,
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)
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call_args = mock_generate.call_args
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inputs = call_args[0][1]
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assert inputs["input_image"] == encode_image_b64(ref_path)
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async def test_image_no_sample_url_raises(self, project_dir: Path) -> None:
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target_config = TargetConfig(prompt="x")
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