Spaces:
Sleeping
Sleeping
inti
Browse files- app.py +58 -0
- requirements.txt +5 -0
app.py
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from google.cloud import storage
|
| 3 |
+
import gspread
|
| 4 |
+
from oauth2client.service_account import ServiceAccountCredentials
|
| 5 |
+
import openai
|
| 6 |
+
import os
|
| 7 |
+
import time
|
| 8 |
+
|
| 9 |
+
# 初始化API和認證
|
| 10 |
+
api_key = 'your_openai_api_key'
|
| 11 |
+
openai_client = openai.Client(api_key=api_key)
|
| 12 |
+
gcs_client = storage.Client.from_service_account_json('your_gcs_credentials.json')
|
| 13 |
+
bucket_name = 'your_gcs_bucket_name'
|
| 14 |
+
bucket = gcs_client.bucket(bucket_name)
|
| 15 |
+
|
| 16 |
+
scope = ['https://spreadsheets.google.com/feeds', 'https://www.googleapis.com/auth/drive']
|
| 17 |
+
creds = ServiceAccountCredentials.from_json_keyfile_name('your_google_sheets_credentials.json', scope)
|
| 18 |
+
sheets_client = gspread.authorize(creds)
|
| 19 |
+
|
| 20 |
+
# 函数定义
|
| 21 |
+
def upload_image_to_gcs(image_file, bucket):
|
| 22 |
+
# 为了避免文件名冲突,使用时间戳创建一个唯一的文件名
|
| 23 |
+
unique_filename = f"{int(time.time())}_{image_file.name}"
|
| 24 |
+
blob = bucket.blob(unique_filename)
|
| 25 |
+
blob.upload_from_string(image_file.read(), content_type=image_file.type)
|
| 26 |
+
blob.make_public()
|
| 27 |
+
return blob.public_url
|
| 28 |
+
|
| 29 |
+
def process_image(image_url):
|
| 30 |
+
# 这里调用OpenAI API或其他图像处理逻辑
|
| 31 |
+
text = f"处理结果: {image_url}" # 示例文本,实际应用中应调用API获取结果
|
| 32 |
+
return text
|
| 33 |
+
|
| 34 |
+
def process_and_upload(images, sheet_url):
|
| 35 |
+
sheet = sheets_client.open_by_url(sheet_url).sheet1
|
| 36 |
+
|
| 37 |
+
for image_file in images:
|
| 38 |
+
image_url = upload_image_to_gcs(image_file, bucket)
|
| 39 |
+
text = process_image(image_url)
|
| 40 |
+
sheet.append_row([image_url, text])
|
| 41 |
+
|
| 42 |
+
return "处理完成,结果已上传到Google Sheets"
|
| 43 |
+
|
| 44 |
+
# Gradio界面
|
| 45 |
+
with gr.Blocks() as demo:
|
| 46 |
+
gr.Markdown("## 批量上传图片并处理")
|
| 47 |
+
with gr.Row():
|
| 48 |
+
image_input = gr.File(label="选择图片", type="file", multiple=True)
|
| 49 |
+
sheet_input = gr.Textbox(label="Google Sheets URL")
|
| 50 |
+
submit_button = gr.Button("开始处理")
|
| 51 |
+
|
| 52 |
+
submit_button.click(
|
| 53 |
+
fn=process_and_upload,
|
| 54 |
+
inputs=[image_input, sheet_input],
|
| 55 |
+
outputs=gr.Markdown()
|
| 56 |
+
)
|
| 57 |
+
|
| 58 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
google-cloud-storage
|
| 3 |
+
gspread
|
| 4 |
+
oauth2client
|
| 5 |
+
openai
|