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import os | |
import gradio as gr | |
import tempfile | |
import shutil | |
import pandas as pd | |
from geopy.distance import geodesic | |
def calculate_distance(lat1,lon1,lat2,lon2): | |
reference_point = (lat1, lon1) | |
point = (lat2, lon2) | |
return geodesic(reference_point, point).meters | |
def generate_file(file_obj,operation,lon,lat): | |
global tmpdir | |
print('临时文件夹地址:{}'.format(tmpdir)) | |
print('上传文件的地址:{}'.format(file_obj.name)) # 输出上传后的文件在gradio中保存的绝对地址 | |
#获取到上传后的文件的绝对路径后,其余的操作就和平常一致了 | |
# 将文件复制到临时目录中 | |
shutil.copy(file_obj.name, tmpdir) | |
# 获取上传Gradio的文件名称 | |
FileName=os.path.basename(file_obj.name) | |
# 获取拷贝在临时目录的新的文件地址 | |
NewfilePath=os.path.join(tmpdir,FileName) | |
print(NewfilePath) | |
# 读取excel文件 | |
df = pd.read_excel(NewfilePath, engine='openpyxl') | |
# 参考点的经纬度 | |
point_list = [] | |
distance_result_list = [] | |
for _,item in df.iterrows(): | |
point_list.append((item['lat'],item['lon'])) | |
print(operation) | |
if operation == "只计算距离" or not operation: | |
for i in range(0,len(point_list)): | |
if i == 0: | |
tmp = dict() | |
tmp["lon"] = point_list[i][1] | |
tmp["lat"] = point_list[i][0] | |
tmp["lon_ref"] = "" | |
tmp["lat_ref"] = "" | |
tmp["distance(米)"] = "" | |
else: | |
tmp = dict() | |
tmp["lon"] = point_list[i][1] | |
tmp["lat"] = point_list[i][0] | |
tmp["lon_ref"] = point_list[i-1][1] | |
tmp["lat_ref"] = point_list[i-1][0] | |
tmp["distance(米)"] = calculate_distance(tmp["lat"],tmp["lon"],tmp["lat_ref"],tmp["lon_ref"]) | |
distance_result_list.append(tmp) | |
else: | |
for i in range(0,len(point_list)): | |
tmp = dict() | |
tmp["lon"] = point_list[i][1] | |
tmp["lat"] = point_list[i][0] | |
tmp["lon_ref"] = float(lon) | |
tmp["lat_ref"] = float(lat) | |
tmp["distance(米)"] = calculate_distance(tmp["lat"],tmp["lon"],tmp["lat_ref"],tmp["lon_ref"]) | |
distance_result_list.append(tmp) | |
df_new = pd.DataFrame(distance_result_list) | |
outputPath=os.path.join(tmpdir,"New"+FileName) | |
df_new.to_excel(outputPath, index=False) | |
# 返回新文件的的地址(注意这里) | |
return outputPath | |
def main(): | |
global tmpdir | |
with tempfile.TemporaryDirectory(dir='.') as tmpdir: | |
# 定义输入和输出 | |
inputs = gr.components.File(label="上传文件") | |
outputs = gr.components.File(label="下载文件") | |
# 创建 Gradio 应用程序 | |
app = gr.Interface(fn=generate_file, inputs=[inputs, gr.Radio(["只计算距离", "计算特定点"]),"number","number"], outputs=outputs, title="坐标文件上传,生产距离文件", | |
description="上传任何文件都可以,只要大小别超过你电脑的内存即可" | |
) | |
# 启动应用程序 | |
app.launch(share=True) | |
if __name__=="__main__": | |
main() | |