Update app.py
Browse files
app.py
CHANGED
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@@ -11,22 +11,18 @@ from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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from PIL import Image
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from io import BytesIO
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import tempfile
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import time
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import os
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import logging
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from huggingface_hub import hf_hub_download
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#
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from google import genai
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from google.genai import types
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#
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# ロギング設定
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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#
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class GeminiRequest(BaseModel):
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text: str
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extension_percentage: float = 10.0
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@@ -38,321 +34,169 @@ class ScreenshotRequest(BaseModel):
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html_code: str
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extension_percentage: float = 10.0
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trim_whitespace: bool = True
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style: str = "standard"
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#
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def enhance_font_awesome_layout(html_code):
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<style>
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display:inline-block!important;margin-left:5px!important;}
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.card [class*="fa-"],.card-body [class*="fa-"]{float:none!important;clear:none!important;position:relative!important;}
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li [class*="fa-"],p [class*="fa-"]{margin-right:10px!important;}
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.inline-icon{display:inline-flex!important;align-items:center!important;justify-content:flex-start!important;}
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[class*="fa-"]+span{display:inline-block!important;vertical-align:middle!important;}
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</style>
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"""
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if
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return html_code.replace(
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style = "standard"
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local_path = os.path.join(os.path.dirname(__file__), style, "prompt.txt")
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if os.path.exists(local_path):
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with open(local_path, encoding="utf-8") as f:
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return f.read()
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try:
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file_path = hf_hub_download(
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repo_id="tomo2chin2/GURAREKOstlyle",
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filename=f"{style}/prompt.txt",
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repo_type="dataset"
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)
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with open(file_path, encoding="utf-8") as f:
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return f.read()
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except Exception:
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file_path = hf_hub_download(
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repo_id="tomo2chin2/GURAREKOstlyle",
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filename="prompt.txt",
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repo_type="dataset"
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)
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with open(file_path, encoding="utf-8") as f:
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return f.read()
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# ---------- Gemini HTML 生成 ----------
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def generate_html_from_text(text, temperature=0.3, style="standard"):
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api_key = os.environ.get("GEMINI_API_KEY")
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if not api_key:
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raise ValueError("GEMINI_API_KEY が未設定")
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model_name = os.environ.get("GEMINI_MODEL", "gemini-1.5-pro")
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client = genai.Client(api_key=api_key)
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system_instruction = load_system_instruction(style)
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prompt = f"{system_instruction}\n\n{text}"
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safety_settings = [
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{"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_MEDIUM_AND_ABOVE"},
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{"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_MEDIUM_AND_ABOVE"},
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{"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_MEDIUM_AND_ABOVE"},
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{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_MEDIUM_AND_ABOVE"},
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]
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max_output_tokens=8192,
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candidate_count=1,
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thinking_config=types.ThinkingConfig(thinking_budget=0) # thinking OFF
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)
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else:
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generation_cfg = types.GenerateContentConfig(
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temperature=temperature,
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top_p=0.7,
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top_k=20,
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max_output_tokens=8192,
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candidate_count=1,
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)
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model=model_name,
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contents=
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config=
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safety_settings=
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)
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raw =
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min_x, min_y, max_x, max_y = w, h, 0, 0
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for y in range(h):
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for x in range(w):
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if pixels[y][x] < threshold:
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min_x, min_y = min(min_x, x), min(min_y, y)
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max_x, max_y = max(max_x, x), max(max_y, y)
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if min_x > max_x or min_y > max_y:
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return image
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min_x = max(0, min_x - padding)
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min_y = max(0, min_y - padding)
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max_x = min(w - 1, max_x + padding)
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max_y = min(h - 1, max_y + padding)
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return image.crop((min_x, min_y, max_x + 1, max_y + 1))
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# ---------- HTML → スクリーンショット(Selenium) ----------
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def render_fullpage_screenshot(html_code, extension_percentage=6.0, trim_whitespace=True):
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tmp_path, driver = None, None
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try:
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with tempfile.NamedTemporaryFile(
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driver = webdriver.Chrome(options=options)
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driver.set_window_size(1200, 1000)
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driver.get("file://" + tmp_path)
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WebDriverWait(driver, 15).until(EC.presence_of_element_located((By.TAG_NAME, "body")))
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time.sleep(3)
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time.sleep(1)
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png = driver.get_screenshot_as_png()
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img = Image.open(BytesIO(png))
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return trim_image_whitespace(img, 248, 20) if trim_whitespace else img
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except Exception as e:
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logger.error(
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return Image.new("RGB",
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finally:
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if
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if tmp_path and os.path.exists(tmp_path):
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os.remove(tmp_path)
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html = generate_html_from_text(text, temp, style)
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return render_fullpage_screenshot(html, ext, trim)
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#
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app = FastAPI()
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app.add_middleware(
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allow_origins=["*"], allow_credentials=True,
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allow_methods=["*"], allow_headers=["*"],
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)
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# Gradio 静的ファイル
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gradio_dir = os.path.dirname(gr.__file__)
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app.mount("/static", StaticFiles(directory=os.path.join(gradio_dir,
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# ---------- API ----------
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@app.post("/api/screenshot", response_class=StreamingResponse)
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async def
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img = render_fullpage_screenshot(req.html_code, req.extension_percentage, req.trim_whitespace)
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buf
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img.save(buf, format="PNG")
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buf.seek(0)
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return StreamingResponse(buf, media_type="image/png")
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@app.post("/api/text-to-screenshot", response_class=StreamingResponse)
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async def
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img = text_to_screenshot(req.text, req.extension_percentage, req.temperature,
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img.save(buf,
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buf.seek(0)
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return StreamingResponse(buf, media_type="image/png")
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#
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def
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if mode
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return render_fullpage_screenshot(txt, ext, trim)
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return text_to_screenshot(txt, ext, temp, trim, style)
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# 見出し
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gr.Markdown(
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"<h1 style='text-align:center;margin:0.2em 0'>HTMLビューア & テキスト→インフォグラフィック変換</h1>",
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elem_id="title",
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inline=True,
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)
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gr.Markdown(
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"HTML
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#
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with gr.Row():
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input_mode = gr.Radio(
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label="入力モード",
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)
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#
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input_text = gr.Textbox(
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lines=15,
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label="入力",
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placeholder="HTMLコードまたはテキストを入力してください(モードに応じて処理)。",
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)
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# === スタイル + スライダー類を 2 カラムで ===
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with gr.Row():
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info="テキスト→HTML 変換時のテーマ",
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visible=False, # 初期は非表示
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)
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# 右:拡張率 & 温度
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with gr.Column(scale=3):
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extension_percentage = gr.Slider(
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0, 30, value=10, step=1,
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label="上下高さ拡張率(%)"
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)
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temperature = gr.Slider(
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0.0, 1.0, value=0.5, step=0.1,
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label="生成時の温度(低い=一貫性高、高い=創造性高)",
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visible=False, # 初期は非表示
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)
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value=True,
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label="余白を自動トリミング",
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)
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submit_btn = gr.Button("生成", variant="primary", size="lg")
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#
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type="pil",
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label="ページ全体のスクリーンショット",
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show_label=True,
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show_download_button=True,
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)
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#
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def
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""
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gr.update(visible=is_text), # temperature
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gr.update(visible=is_text), # style_dropdown
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)
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inputs=input_mode,
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outputs=[temperature, style_dropdown],
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)
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fn=process_input,
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inputs=[
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input_mode,
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input_text,
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extension_percentage,
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temperature,
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trim_whitespace,
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style_dropdown,
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],
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outputs=output_image,
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)
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# 下部にモデル表示
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gr.Markdown(
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f""
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**API** : `/api/screenshot` / `/api/text-to-screenshot`
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""",
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elem_id="footnote",
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)
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#
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app = gr.mount_gradio_app(app, iface, path="/")
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=7860)
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from selenium.webdriver.support import expected_conditions as EC
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from PIL import Image
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from io import BytesIO
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import tempfile, time, os, logging
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from huggingface_hub import hf_hub_download
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# Google Gen AI SDK 1.x -----------------------------------------------
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from google import genai # 新 SDK
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from google.genai import types # ThinkingConfig 用
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# ---------------------------------------------------------------------
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# ------------------------- 入出力スキーマ ---------------------------
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class GeminiRequest(BaseModel):
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text: str
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extension_percentage: float = 10.0
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html_code: str
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extension_percentage: float = 10.0
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trim_whitespace: bool = True
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# ------------------------- 補助関数 -------------------------------
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def enhance_font_awesome_layout(html_code: str) -> str:
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"""FontAwesome のアイコン詰まりを CSS で解消"""
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css = """
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<style>
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[class*="fa-"]{display:inline-block!important;margin-right:8px!important;vertical-align:middle!important;}
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h1 [class*="fa-"],h2 [class*="fa-"],h3 [class*="fa-"],
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h4 [class*="fa-"],h5 [class*="fa-"],h6 [class*="fa-"]{margin-right:10px!important;}
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li [class*="fa-"],p [class*="fa-"]{margin-right:10px!important;}
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</style>
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"""
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if "<head>" in html_code:
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return html_code.replace("</head>", f"{css}</head>")
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return f"<html><head>{css}</head>{html_code}</html>"
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def load_system_instruction(style="standard") -> str:
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valid = ["standard", "cute", "resort", "cool", "dental"]
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style = style if style in valid else "standard"
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local = os.path.join(os.path.dirname(__file__), style, "prompt.txt")
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if os.path.exists(local):
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return open(local, encoding="utf-8").read()
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path = hf_hub_download("tomo2chin2/GURAREKOstlyle",
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filename=f"{style}/prompt.txt", repo_type="dataset")
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return open(path, encoding="utf-8").read()
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# ----------------- Gemini → HTML(thinking_off 分岐) ----------------
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def generate_html_from_text(text, temperature=0.3, style="standard"):
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api_key = os.environ["GEMINI_API_KEY"]
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model_name = os.environ.get("GEMINI_MODEL", "gemini-1.5-pro")
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client = genai.Client(api_key=api_key)
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cfg_kwargs = dict(
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temperature=temperature, top_p=0.7, top_k=20,
|
| 71 |
+
max_output_tokens=8192, candidate_count=1
|
| 72 |
+
)
|
| 73 |
+
if model_name == "gemini-2.5-flash-preview-04-17": # thinking OFF :contentReference[oaicite:3]{index=3}
|
| 74 |
+
cfg_kwargs["thinking_config"] = types.ThinkingConfig(thinking_budget=0)
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| 75 |
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| 76 |
+
resp = client.models.generate_content(
|
| 77 |
model=model_name,
|
| 78 |
+
contents=f"{load_system_instruction(style)}\n\n{text}",
|
| 79 |
+
config=types.GenerateContentConfig(**cfg_kwargs),
|
| 80 |
+
safety_settings=[
|
| 81 |
+
{"category":"HARM_CATEGORY_HARASSMENT","threshold":"BLOCK_MEDIUM_AND_ABOVE"},
|
| 82 |
+
{"category":"HARM_CATEGORY_HATE_SPEECH","threshold":"BLOCK_MEDIUM_AND_ABOVE"},
|
| 83 |
+
{"category":"HARM_CATEGORY_SEXUALLY_EXPLICIT","threshold":"BLOCK_MEDIUM_AND_ABOVE"},
|
| 84 |
+
{"category":"HARM_CATEGORY_DANGEROUS_CONTENT","threshold":"BLOCK_MEDIUM_AND_ABOVE"},
|
| 85 |
+
]
|
| 86 |
)
|
| 87 |
+
raw = resp.text
|
| 88 |
+
s, e = raw.find("```html"), raw.rfind("```")
|
| 89 |
+
return enhance_font_awesome_layout(raw[s+7:e].strip()) if s!=-1<e else raw
|
| 90 |
+
|
| 91 |
+
# ------------------------- 画像トリミング ---------------------------
|
| 92 |
+
def trim_image_whitespace(img: Image.Image, th=248, pad=20):
|
| 93 |
+
g = img.convert("L"); w,h = g.size; d=list(g.getdata())
|
| 94 |
+
mat=[d[i*w:(i+1)*w] for i in range(h)]
|
| 95 |
+
xs=[x for y in range(h) for x in range(w) if mat[y][x]<th]
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| 96 |
+
ys=[y for y in range(h) for x in range(w) if mat[y][x]<th]
|
| 97 |
+
if not xs: return img
|
| 98 |
+
minx,maxx,miny,maxy = max(min(xs)-pad,0),min(max(xs)+pad,w-1),max(min(ys)-pad,0),min(max(ys)+pad,h-1)
|
| 99 |
+
return img.crop((minx,miny,maxx+1,maxy+1))
|
| 100 |
+
|
| 101 |
+
# ------------- HTML → フルページ PNG (Selenium) ----------------------
|
| 102 |
+
def render_fullpage_screenshot(html, ext=6.0, trim=True):
|
| 103 |
+
tmp, drv = None, None
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|
| 104 |
try:
|
| 105 |
+
with tempfile.NamedTemporaryFile("w", delete=False, suffix=".html", encoding="utf-8") as f:
|
| 106 |
+
f.write(html); tmp=f.name
|
| 107 |
+
opt=Options(); opt.add_argument("--headless"); opt.add_argument("--no-sandbox")
|
| 108 |
+
opt.add_argument("--disable-dev-shm-usage")
|
| 109 |
+
drv=webdriver.Chrome(options=opt)
|
| 110 |
+
drv.set_window_size(1200,1000); drv.get("file://"+tmp)
|
| 111 |
+
WebDriverWait(drv,15).until(EC.presence_of_element_located((By.TAG_NAME,"body")))
|
|
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|
| 112 |
time.sleep(3)
|
| 113 |
+
h=drv.execute_script("return Math.max(document.body.scrollHeight,document.documentElement.scrollHeight)")
|
| 114 |
+
vh=drv.execute_script("return window.innerHeight")
|
| 115 |
+
for i in range(max(1,h//vh)+1):
|
| 116 |
+
drv.execute_script(f"window.scrollTo(0,{i*(vh-200)})"); time.sleep(0.2)
|
| 117 |
+
drv.execute_script("window.scrollTo(0,0)")
|
| 118 |
+
drv.execute_script("document.documentElement.style.overflow='hidden';document.body.style.overflow='hidden'")
|
| 119 |
+
w=drv.execute_script("return Math.max(document.body.scrollWidth,document.documentElement.scrollWidth)")
|
| 120 |
+
drv.set_window_size(w,int(h*(1+ext/100))); time.sleep(1)
|
| 121 |
+
img=Image.open(BytesIO(drv.get_screenshot_as_png()))
|
| 122 |
+
return trim_image_whitespace(img) if trim else img
|
|
|
|
|
|
|
|
|
|
|
|
|
| 123 |
except Exception as e:
|
| 124 |
+
logger.error(e, exc_info=True)
|
| 125 |
+
return Image.new("RGB",(1,1))
|
| 126 |
finally:
|
| 127 |
+
drv.quit() if drv else None
|
| 128 |
+
os.remove(tmp) if tmp and os.path.exists(tmp) else None
|
|
|
|
|
|
|
| 129 |
|
| 130 |
+
def text_to_screenshot(txt, ext, temp=0.3, trim=True, style="standard"):
|
| 131 |
+
return render_fullpage_screenshot(generate_html_from_text(txt,temp,style), ext, trim)
|
|
|
|
|
|
|
| 132 |
|
| 133 |
+
# ---------------------------- FastAPI -------------------------------
|
| 134 |
app = FastAPI()
|
| 135 |
+
app.add_middleware(CORSMiddleware, allow_origins=["*"], allow_credentials=True,
|
| 136 |
+
allow_methods=["*"], allow_headers=["*"])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
gradio_dir = os.path.dirname(gr.__file__)
|
| 138 |
+
app.mount("/static", StaticFiles(directory=os.path.join(gradio_dir,"templates/frontend/static")),name="static")
|
| 139 |
|
|
|
|
| 140 |
@app.post("/api/screenshot", response_class=StreamingResponse)
|
| 141 |
+
async def api_ss(req: ScreenshotRequest):
|
| 142 |
img = render_fullpage_screenshot(req.html_code, req.extension_percentage, req.trim_whitespace)
|
| 143 |
+
buf=BytesIO(); img.save(buf,"PNG"); buf.seek(0); return StreamingResponse(buf,media_type="image/png")
|
|
|
|
|
|
|
|
|
|
| 144 |
|
| 145 |
@app.post("/api/text-to-screenshot", response_class=StreamingResponse)
|
| 146 |
+
async def api_t2s(req: GeminiRequest):
|
| 147 |
+
img = text_to_screenshot(req.text, req.extension_percentage, req.temperature,
|
| 148 |
+
req.trim_whitespace, req.style)
|
| 149 |
+
buf=BytesIO(); img.save(buf,"PNG"); buf.seek(0); return StreamingResponse(buf,media_type="image/png")
|
|
|
|
|
|
|
| 150 |
|
| 151 |
+
# ---------------------------- Gradio UI -----------------------------
|
| 152 |
+
def process(mode, txt, ext, temp, trim, style):
|
| 153 |
+
return render_fullpage_screenshot(txt, ext, trim) if mode=="HTML入力" else text_to_screenshot(txt, ext, temp, trim, style)
|
|
|
|
|
|
|
| 154 |
|
| 155 |
+
with gr.Blocks(title="Full Page Screenshot (Gemini 2.5 Flash)", theme=gr.themes.Base()) as iface:
|
| 156 |
+
# ヘッダー
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 157 |
gr.Markdown(
|
| 158 |
+
"<h1 style='text-align:center;'>HTMLビューア & テキスト→インフォグラフィック変換</h1>"
|
| 159 |
+
"<p style='text-align:center;'>HTML をレンダリングするか、テキストを Gemini API で変換して画像化します。</p>"
|
| 160 |
)
|
| 161 |
|
| 162 |
+
# ------- 入力モード + テキストボックス -------
|
| 163 |
with gr.Row():
|
| 164 |
+
input_mode = gr.Radio(["HTML入力", "テキスト入力"], value="HTML入力", label="入力モード")
|
| 165 |
+
input_text = gr.Textbox(lines=15, label="入力",
|
| 166 |
+
placeholder="HTMLコードまたは説明テキストを入力")
|
|
|
|
|
|
|
| 167 |
|
| 168 |
+
# ------- オプションエリア -------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
with gr.Row():
|
| 170 |
+
with gr.Column(scale=1):
|
| 171 |
+
style_dd = gr.Dropdown(["standard","cute","resort","cool","dental"], value="standard",
|
| 172 |
+
label="デザインスタイル", visible=False)
|
| 173 |
+
with gr.Column(scale=2):
|
| 174 |
+
ext_sl = gr.Slider(0,30,value=10,step=1,label="上下高さ拡張率(%)")
|
| 175 |
+
temp_sl = gr.Slider(0.0,1.0,value=0.5,step=0.1,label="生成時の温度",visible=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 176 |
|
| 177 |
+
trim_cb = gr.Checkbox(value=True, label="余白を自動トリミング")
|
| 178 |
+
gen_btn = gr.Button("生成")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 179 |
|
| 180 |
+
# ------- 出力 -------
|
| 181 |
+
out_img = gr.Image(type="pil", label="ページ全体のスクリーンショット")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 182 |
|
| 183 |
+
# ------- ��視性トグル -------
|
| 184 |
+
def toggle_vis(mode):
|
| 185 |
+
show = mode=="テキスト入力"
|
| 186 |
+
return [{"visible":show,"__type__":"update"},{"visible":show,"__type__":"update"}]
|
| 187 |
+
input_mode.change(toggle_vis, input_mode, [temp_sl, style_dd])
|
|
|
|
|
|
|
|
|
|
| 188 |
|
| 189 |
+
# ------- 実行 -------
|
| 190 |
+
gen_btn.click(process, [input_mode,input_text,ext_sl,temp_sl,trim_cb,style_dd], out_img)
|
|
|
|
|
|
|
|
|
|
| 191 |
|
| 192 |
+
# ------- フッター -------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 193 |
gr.Markdown(
|
| 194 |
+
f"<small>使用モデル: <code>{os.environ.get('GEMINI_MODEL','gemini-1.5-pro')}</code> / "
|
| 195 |
+
"API: <code>/api/screenshot</code> ・ <code>/api/text-to-screenshot</code></small>"
|
|
|
|
|
|
|
|
|
|
| 196 |
)
|
| 197 |
|
| 198 |
+
# FastAPI へマウント
|
| 199 |
app = gr.mount_gradio_app(app, iface, path="/")
|
| 200 |
|
|
|
|
| 201 |
if __name__ == "__main__":
|
| 202 |
+
import uvicorn; uvicorn.run(app, host="0.0.0.0", port=7860)
|
|
|