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from utils import * |
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from config import * |
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temp_examples = get_temps_examples(taskType) |
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user_examples = get_user_examples(taskType) |
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showcase_examples = get_showcase_examples(taskType) |
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user_recorder = UserRecorder() |
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css = """ |
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.gradio-container {width: 85% !important} |
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""" |
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def onClick(temp_image, user_image, caption_text, token_text, |
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param4_text, param5_text, request: gr.Request): |
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user_mask = None |
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if taskType=='2': |
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user_mask = user_image['layers'][0] |
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user_image = user_image['background'] |
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user_mask = (user_mask.sum(2)>0).astype(np.uint8)*255 |
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user_image = np.array(Image.fromarray(user_image).convert('RGB')) |
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if user_image.sum()==0: |
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yield None, "please upload a photo!!!" |
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return None, "please upload a photo!!!" |
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if user_mask.sum()==0: |
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yield None, "please draw a area!!!" |
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return None, "please draw a area!!!" |
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if taskType=='7': |
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try: |
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param4_text, param5_text = str(float(param4_text)), str(float(param5_text)) |
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except ValueError: |
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yield None, "Invalid width/height: Please enter a valid float" |
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return None, "Invalid width/height: Please enter a valid float" |
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if len(caption_text)==0: |
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yield None, "Please enter English caption text !!! " |
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return None, "Please enter English caption text !!! " |
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else: |
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param4_text, param5_text = '', '' |
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if temp_image is None: |
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yield None, "please choose a template!!!" |
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return None, "please choose a template!!!" |
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if user_image is None: |
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yield None, "please upload a photo!!!" |
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return None, "please upload a photo!!!" |
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try: |
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client_ip = request.client.host |
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x_forwarded_for = dict(request.headers).get('x-forwarded-for') |
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if x_forwarded_for: client_ip = x_forwarded_for |
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if not check_region_warp(client_ip): |
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return None, "Failed !!! Our server is under maintenance, please try again later" |
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check_res, info = user_recorder.check_record(ip=client_ip, token=token_text) |
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if not check_res: |
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yield None, info |
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return None, info |
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yield None, "start to upload, please wait..." |
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upload_url, uploadm_url = upload_user_img_mask(client_ip, user_image, user_mask) |
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if len(upload_url)==0: |
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yield None, "fail to upload" |
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return None, "fail to upload" |
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yield None, "start to public, please wait..." |
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taskId = publicSelfitTask(upload_url, uploadm_url, temp_image, |
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caption_text, param4_text, param5_text) |
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if not taskId: |
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yield None, "fail to public task..." |
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return None, "fail to public task..." |
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max_try = 30 |
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wait_s = 3 |
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yield None, "start to process, please wait..." |
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for i in range(max_try): |
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time.sleep(wait_s) |
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taskStatus = getTaskRes(taskId) |
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if taskStatus is None: continue |
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user_recorder.save_record(taskStatus, ip=client_ip, token=token_text) |
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status = taskStatus['status'] |
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if status in ['FAILED', 'CANCELLED', 'TIMED_OUT', ]: |
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yield None, f"task failed, query {i}, status {status}" |
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return None, f"task failed, query {i}, status {status}" |
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elif status in ['IN_QUEUE', 'IN_PROGRESS', 'IN_QUEUE', ]: |
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yield None, f"task is on processing, query {i}, status {status}" |
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elif status=='COMPLETED': |
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out = taskStatus['output']['job_results']['output1'] |
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yield out, f"task is COMPLETED" |
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return out, f"{i} task COMPLETED" |
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yield None, "fail to query task.." |
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return None, "fail to query task.." |
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except Exception as e: |
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print(e) |
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raise e |
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yield None, "fail to create task" |
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return None, "fail to create task" |
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def onLoad(token_text, request: gr.Request): |
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client_ip = request.client.host |
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x_forwarded_for = dict(request.headers).get('x-forwarded-for') |
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if x_forwarded_for: |
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client_ip = x_forwarded_for |
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his_datas, total_n, msg = user_recorder.get_record(ip=client_ip, token=token_text) |
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left_n = max(0, LimitTask-total_n) |
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his_datas.append(msg) |
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his_datas.append(f"Submit ({left_n} attempts left)") |
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return his_datas |
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with gr.Blocks(css=css) as demo: |
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gr.Markdown(title) |
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gr.Markdown(description) |
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with gr.Row(): |
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with gr.Column(): |
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with gr.Column(): |
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temp_image = gr.Image(sources='clipboard', type="filepath", label=TempLabel, |
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value=temp_examples[0][0], visible=TempVisible, interactive=TempInter) |
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temp_example = gr.Examples(inputs=[temp_image], examples_per_page=9, |
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examples=temp_examples, visible=TempVisible) |
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with gr.Column(): |
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with gr.Column(): |
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if taskType=='2': |
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brush = gr.Brush(colors=['#FF0000'], color_mode='fixed') |
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user_image = gr.ImageEditor(value=None, type="numpy", |
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eraser=False, brush=brush ,layers=False, sources=['upload',], |
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transforms=[], label=UserLabel) |
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else: |
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user_image = gr.Image(value=None, type="numpy", label=UserLabel) |
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param4_text = gr.Textbox(value="0.5", interactive=True, label=Param4Label, visible=Param4Visible) |
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param5_text = gr.Textbox(value="0.5", interactive=True, label=Param5Label, visible=Param5Visible) |
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caption_text = gr.Textbox(value="", interactive=True, label=CaptionLabel, visible=CapVisible) |
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with gr.Column(): |
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with gr.Column(): |
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res_image = gr.Image(label="generate image", value=None, type="filepath") |
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info_text = gr.Markdown(value="", label='Runtime Info') |
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run_button = gr.Button(value="Submit") |
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token_text = gr.Textbox(value="", interactive=True, |
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label='Enter Your Api Key (optional)', visible=is_show_token) |
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with gr.Column(): |
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show_case = gr.Examples(examples=showcase_examples, |
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inputs=[temp_image, user_image, res_image, ],label=None) |
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with gr.Tab('history'): |
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with gr.Row(): |
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with gr.Column(scale=0.5): |
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refresh_button = gr.Button("Refresh History", size="small") |
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MK02 = gr.Markdown(value="") |
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with gr.Row(): |
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his_input1 = gr.HTML() |
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his_output1 = gr.HTML() |
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with gr.Row(): |
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his_input2 = gr.HTML() |
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his_output2 = gr.HTML() |
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with gr.Row(): |
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his_input3 = gr.HTML() |
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his_output3 = gr.HTML() |
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outputs_onload = [his_input1, his_output1, his_input2, his_output2, his_input3, his_output3, |
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MK02, run_button] |
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run_button.click(fn=onClick, inputs=[temp_image, user_image, caption_text, |
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token_text, param4_text, param5_text], outputs=[res_image, info_text]) |
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refresh_button.click(fn=onLoad, inputs=[token_text], outputs=outputs_onload) |
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demo.load(onLoad, inputs=[token_text], outputs=outputs_onload) |
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if __name__ == "__main__": |
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demo.queue(max_size=50) |
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demo.launch(server_name='0.0.0.0') |
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