Update app.py
Browse files
app.py
CHANGED
|
@@ -1,39 +1,33 @@
|
|
| 1 |
-
from fastapi import FastAPI, File, UploadFile
|
| 2 |
-
from fastapi.responses import JSONResponse
|
| 3 |
-
import gradio as gr
|
| 4 |
-
import os
|
| 5 |
-
|
| 6 |
import sys
|
| 7 |
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
|
| 8 |
-
|
|
|
|
| 9 |
from ONNX0630 import main as predict_smiles
|
| 10 |
-
from PIL import Image
|
| 11 |
-
import io
|
| 12 |
import tempfile
|
| 13 |
import logging
|
| 14 |
|
| 15 |
# 设置日志
|
| 16 |
logging.basicConfig(level=logging.INFO)
|
| 17 |
logger = logging.getLogger(__name__)
|
| 18 |
-
|
|
|
|
| 19 |
def gradio_predict(image):
|
| 20 |
try:
|
| 21 |
-
#
|
| 22 |
-
# with tempfile.NamedTemporaryFile(suffix=".png", dir="/temp", delete=False) as temp_file:
|
| 23 |
-
# temp_path = temp_file.name
|
| 24 |
-
# logger.info(f"temp_path: {temp_path}")
|
| 25 |
-
# image.save(temp_path)
|
| 26 |
-
# logger.info(f"图片已保存至: {temp_path}")
|
| 27 |
-
|
| 28 |
-
# # 调用模型的 main 函数
|
| 29 |
if image is None:
|
| 30 |
logger.error("上传的图片为空")
|
| 31 |
return "错误: 请上传有效的图片文件"
|
| 32 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
# 使用 /home/user/app 保存临时文件
|
| 34 |
-
with tempfile.NamedTemporaryFile(suffix=".png", dir=
|
| 35 |
temp_path = os.path.abspath(temp_file.name)
|
| 36 |
-
logger.info(f"保存图片到: {temp_path}")
|
| 37 |
image.save(temp_path)
|
| 38 |
|
| 39 |
# 验证文件存在
|
|
@@ -41,20 +35,24 @@ def gradio_predict(image):
|
|
| 41 |
logger.error(f"图片文件未正确保存: {temp_path}")
|
| 42 |
return f"错误: 图片文件未正确保存 - {temp_path}"
|
| 43 |
|
| 44 |
-
#
|
| 45 |
-
logger.info(f"传递给 main 的路径: {temp_path}
|
| 46 |
-
|
| 47 |
smiles = predict_smiles(temp_path)
|
| 48 |
-
logger.info(f"SMILES 输出: {smiles}")
|
| 49 |
|
| 50 |
# 清理临时文件
|
| 51 |
-
|
| 52 |
-
|
|
|
|
|
|
|
|
|
|
| 53 |
|
| 54 |
return smiles
|
| 55 |
except FileNotFoundError as e:
|
| 56 |
logger.error(f"文件路径错误: {e}")
|
| 57 |
return f"错误: 文件路径问题 - {str(e)}"
|
|
|
|
|
|
|
|
|
|
| 58 |
except PermissionError as e:
|
| 59 |
logger.error(f"权限错误: {e}")
|
| 60 |
return f"错误: 文件权限问题 - {str(e)}"
|
|
@@ -62,19 +60,14 @@ def gradio_predict(image):
|
|
| 62 |
logger.error(f"处理错误: {e}")
|
| 63 |
return f"错误: {str(e)}"
|
| 64 |
|
| 65 |
-
#
|
| 66 |
iface = gr.Interface(
|
| 67 |
fn=gradio_predict,
|
| 68 |
inputs=gr.Image(type="pil"),
|
| 69 |
outputs=gr.Textbox(),
|
| 70 |
-
title="
|
| 71 |
-
description="
|
| 72 |
)
|
| 73 |
|
| 74 |
-
# Launch Gradio with FastAPI
|
| 75 |
-
# app = gr.mount_gradio_app(app, iface, path="/")
|
| 76 |
-
|
| 77 |
if __name__ == "__main__":
|
| 78 |
-
|
| 79 |
-
# uvicorn.run(app, host="0.0.0.0", port=7860)
|
| 80 |
-
iface.launch(server_name="0.0.0.0", server_port=7860)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import sys
|
| 2 |
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
|
| 3 |
+
import os
|
| 4 |
+
import gradio as gr
|
| 5 |
from ONNX0630 import main as predict_smiles
|
|
|
|
|
|
|
| 6 |
import tempfile
|
| 7 |
import logging
|
| 8 |
|
| 9 |
# 设置日志
|
| 10 |
logging.basicConfig(level=logging.INFO)
|
| 11 |
logger = logging.getLogger(__name__)
|
| 12 |
+
|
| 13 |
+
|
| 14 |
def gradio_predict(image):
|
| 15 |
try:
|
| 16 |
+
# 检查图片输入
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
if image is None:
|
| 18 |
logger.error("上传的图片为空")
|
| 19 |
return "错误: 请上传有效的图片文件"
|
| 20 |
|
| 21 |
+
# 验证工作目录
|
| 22 |
+
work_dir = "/home/user/app"
|
| 23 |
+
if not os.path.isdir(work_dir):
|
| 24 |
+
logger.error(f"工作目录不存在或不是目录: {work_dir}")
|
| 25 |
+
return f"错误: 工作目录无效 - {work_dir}"
|
| 26 |
+
|
| 27 |
# 使用 /home/user/app 保存临时文件
|
| 28 |
+
with tempfile.NamedTemporaryFile(suffix=".png", dir=work_dir, delete=False) as temp_file:
|
| 29 |
temp_path = os.path.abspath(temp_file.name)
|
| 30 |
+
logger.info(f"保存图片到: {temp_path}, 类型: {type(temp_path)}")
|
| 31 |
image.save(temp_path)
|
| 32 |
|
| 33 |
# 验证文件存在
|
|
|
|
| 35 |
logger.error(f"图片文件未正确保存: {temp_path}")
|
| 36 |
return f"错误: 图片文件未正确保存 - {temp_path}"
|
| 37 |
|
| 38 |
+
# 调用模型的 main 函数
|
| 39 |
+
logger.info(f"传递给 main 的路径: {temp_path}")
|
|
|
|
| 40 |
smiles = predict_smiles(temp_path)
|
|
|
|
| 41 |
|
| 42 |
# 清理临时文件
|
| 43 |
+
try:
|
| 44 |
+
os.remove(temp_path)
|
| 45 |
+
logger.info(f"已删除临时文件: {temp_path}")
|
| 46 |
+
except Exception as e:
|
| 47 |
+
logger.warning(f"删除临时文件失败: {e}")
|
| 48 |
|
| 49 |
return smiles
|
| 50 |
except FileNotFoundError as e:
|
| 51 |
logger.error(f"文件路径错误: {e}")
|
| 52 |
return f"错误: 文件路径问题 - {str(e)}"
|
| 53 |
+
except IsADirectoryError as e:
|
| 54 |
+
logger.error(f"路径是目录: {e}")
|
| 55 |
+
return f"错误: 路径是目录 - {str(e)}"
|
| 56 |
except PermissionError as e:
|
| 57 |
logger.error(f"权限错误: {e}")
|
| 58 |
return f"错误: 文件权限问题 - {str(e)}"
|
|
|
|
| 60 |
logger.error(f"处理错误: {e}")
|
| 61 |
return f"错误: {str(e)}"
|
| 62 |
|
| 63 |
+
# 定义 Gradio 界面
|
| 64 |
iface = gr.Interface(
|
| 65 |
fn=gradio_predict,
|
| 66 |
inputs=gr.Image(type="pil"),
|
| 67 |
outputs=gr.Textbox(),
|
| 68 |
+
title="化学结构转 SMILES",
|
| 69 |
+
description="上传化学结构图片以获取其 SMILES 字符串"
|
| 70 |
)
|
| 71 |
|
|
|
|
|
|
|
|
|
|
| 72 |
if __name__ == "__main__":
|
| 73 |
+
iface.launch(server_name="0.0.0.0", server_port=7860, share=False)
|
|
|
|
|
|