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| import gradio as gr | |
| import requests | |
| import json | |
| import os | |
| import time | |
| from collections import defaultdict | |
| BASE_URL = "https://api.jigsawstack.com/v1" | |
| headers = { | |
| "x-api-key": os.getenv("JIGSAWSTACK_API_KEY") | |
| } | |
| # Rate limiting configuration | |
| request_times = defaultdict(list) | |
| MAX_REQUESTS = 20 # Maximum requests per time window | |
| TIME_WINDOW = 3600 # Time window in seconds (1 hour) | |
| def get_real_ip(request: gr.Request): | |
| """Extract real IP address using x-forwarded-for header or fallback""" | |
| if not request: | |
| return "unknown" | |
| forwarded = request.headers.get("x-forwarded-for") | |
| if forwarded: | |
| ip = forwarded.split(",")[0].strip() # First IP in the list is the client's | |
| else: | |
| ip = request.client.host # fallback | |
| return ip | |
| def check_rate_limit(request: gr.Request): | |
| """Check if the current request exceeds rate limits""" | |
| if not request: | |
| return True, "Rate limit check failed - no request info" | |
| ip = get_real_ip(request) | |
| now = time.time() | |
| # Clean up old timestamps outside the time window | |
| request_times[ip] = [t for t in request_times[ip] if now - t < TIME_WINDOW] | |
| # Check if rate limit exceeded | |
| if len(request_times[ip]) >= MAX_REQUESTS: | |
| time_remaining = int(TIME_WINDOW - (now - request_times[ip][0])) | |
| time_remaining_minutes = round(time_remaining / 60, 1) | |
| time_window_minutes = round(TIME_WINDOW / 60, 1) | |
| return False, f"Rate limit exceeded. You can make {MAX_REQUESTS} requests per {time_window_minutes} minutes. Try again in {time_remaining_minutes} minutes." | |
| # Add current request timestamp | |
| request_times[ip].append(now) | |
| return True, "" | |
| def image_translate(source_type, image_url, file_store_key, target_language, request: gr.Request): | |
| rate_limit_ok, rate_limit_msg = check_rate_limit(request) | |
| if not rate_limit_ok: | |
| return rate_limit_msg, None | |
| if not target_language or not target_language.strip(): | |
| return "Error: Target language is required.", None | |
| payload = {"target_language": target_language.strip()} | |
| if source_type == "URL": | |
| if not image_url or not image_url.strip(): | |
| return "Error: Image URL is required.", None | |
| payload["url"] = image_url.strip() | |
| elif source_type == "File Store Key": | |
| if not file_store_key or not file_store_key.strip(): | |
| return "Error: File Store Key is required.", None | |
| payload["file_store_key"] = file_store_key.strip() | |
| else: | |
| return "Error: Invalid image source selected.", None | |
| try: | |
| response = requests.post( | |
| f"{BASE_URL}/ai/translate/image", | |
| headers=headers, | |
| json=payload | |
| ) | |
| response.raise_for_status() | |
| if response.headers.get("content-type", "").startswith("image/"): | |
| # The API returns the translated image directly | |
| from PIL import Image | |
| import io | |
| image = Image.open(io.BytesIO(response.content)) | |
| return "✅ Image translated successfully.", image | |
| else: | |
| try: | |
| error_data = response.json() | |
| return f"Error: API returned an error - {error_data.get('message', 'Unknown error')}", None | |
| except: | |
| return "Error: Received an unexpected response from the API.", None | |
| except requests.exceptions.RequestException as e: | |
| return f"Request failed: {str(e)}", None | |
| except Exception as e: | |
| return f"An unexpected error occurred: {str(e)}", None | |
| # ----------------- Gradio UI ------------------ | |
| with gr.Blocks() as demo: | |
| gr.Markdown(""" | |
| <div style='text-align: center; margin-bottom: 24px;'> | |
| <h1 style='font-size:2.2em; margin-bottom: 0.2em;'>🧩 Image Translation</h1> | |
| <p style='font-size:1.2em; margin-top: 0;'>Extract and translate text from images into multiple languages.</p> | |
| <p style='font-size:1em; margin-top: 0.5em;'>For more details and API usage, see the <a href='https://jigsawstack.com/docs/api-reference/ai/translate/image-translate' target='_blank'>documentation</a>.</p> | |
| </div> | |
| """) | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown("#### Image Source") | |
| it_source_type = gr.Radio( | |
| choices=["URL", "File Store Key"], | |
| label="Choose Image Source", | |
| value="URL" | |
| ) | |
| it_image_url = gr.Textbox( | |
| label="Image URL", | |
| placeholder="Enter the URL of the image..." | |
| ) | |
| it_file_key = gr.Textbox( | |
| label="File Store Key", | |
| placeholder="your-file-store-key", | |
| visible=False | |
| ) | |
| gr.Markdown("#### Translation Options") | |
| it_target_language = gr.Textbox( | |
| label="Target Language Code", | |
| placeholder="es, fr, de, ja, etc." | |
| ) | |
| it_btn = gr.Button("Translate Image", variant="primary") | |
| with gr.Column(): | |
| gr.Markdown("#### Results") | |
| it_status = gr.Textbox(label="Status", interactive=False) | |
| it_translated_image = gr.Image(label="Translated Image") | |
| def update_it_source(source_type): | |
| is_url = source_type == "URL" | |
| return gr.update(visible=is_url), gr.update(visible=not is_url) | |
| it_source_type.change( | |
| update_it_source, | |
| inputs=it_source_type, | |
| outputs=[it_image_url, it_file_key] | |
| ) | |
| it_btn.click( | |
| image_translate, | |
| inputs=[it_source_type, it_image_url, it_file_key, it_target_language], | |
| outputs=[it_status, it_translated_image] | |
| ) | |
| demo.launch() | |