feat(接口2): 新增生发后图片(ComfyUI/Flux inpaint)
在发际线预览基础上,每种发际线再出一张「植发3个月」生发图: - hairline/mask.py: headmark 5步法遮罩(额头上部区域∩SegFormer头部=ROI, 取发际线曲线以上闭合区域);用 hairline_texture_black 渲染黑线替代手绘检测; compose_comfy_rgba 合成 RGBA(alpha=255-mask, 透明=重绘区, 对齐 ComfyUI mask=1-alpha) - hairline/comfyui.py: ComfyUI 客户端(默认8182),/upload/image+/prompt(改节点26+随机seed) +轮询/history+/view 取回生发图 - hairline/render.py: 抽出 build_overlay_layer 供遮罩取曲线像素 - hairline/service.py: extract_context 一次出 landmarks/parse_map/502点; generate_grow_results 每种=预览+生发图(同步串行N张,单张ComfyUI失败则grown置空不拖垮整请求) - app.py: /hair/grow 返回 results[].grown_image_base64;重活放线程池避免卡事件循环 - add_hair.json 工作流 + hairline_texture_black/ 黑贴图入库 - 测试: test_mask.py(遮罩几何) + test_api mock ComfyUI 验 grown 字段,35 全绿 实测(5090): female 5张生发图同步约18s;预览/生发图人物五官服饰背景保持、黑线已清除。 Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -81,7 +81,16 @@ def test_grow_missing_gender_1004(client):
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assert r.json()["code"] == 1004
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def test_grow_female_returns_5(client):
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_PNG_1x1 = base64.b64decode(
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"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
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)
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def test_grow_female_returns_5(client, monkeypatch):
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# mock ComfyUI:不依赖 8182、不跑 Flux,只验证管线接线 + grown 字段
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import hairline.comfyui as comfy
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monkeypatch.setattr(comfy, "run", lambda *a, **k: _PNG_1x1)
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files = {"image_file": ("frontal.jpg", open(fixture("frontal.jpg"), "rb"), "application/octet-stream")}
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r = client.post(GROW, headers=H, files=files, data={"gender": "female"})
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body = r.json()
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@@ -90,6 +99,7 @@ def test_grow_female_returns_5(client):
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assert [x["hairline_type"] for x in results] == ["ellipse", "flower", "heart", "straight", "wave"]
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assert [x["order"] for x in results] == [1, 2, 3, 4, 5]
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assert base64.b64decode(results[0]["image_base64"])[:8] == b"\x89PNG\r\n\x1a\n"
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assert base64.b64decode(results[0]["grown_image_base64"])[:8] == b"\x89PNG\r\n\x1a\n"
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assert "image_url" not in results[0]
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