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ernie_vilg.py 4.04 KB
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六翼羊王 提交于 2023-04-28 13:35 . first commit
# coding:utf-8
# author: 湖南涉外经济学院信息与机电工程学院
# date: 2022.09.09
from flask import Flask, render_template, request, jsonify
from flask import Blueprint, render_template
import requests
import json
import time
import urllib.request
import base64
from io import BytesIO
from PIL import Image
# 设置允许的文件格式
index_ernie_vilg = Blueprint("ernie_vilg", __name__)
global API_KEY, SECRET_KEY
API_KEY = '' # 在https://console.bce.baidu.com/tools/ 去申请 ERNIE-ViLG 的API
SECRET_KEY = ''
def get_access_token():
url = "https://aip.baidubce.com/oauth/2.0/token"
params = {"grant_type": "client_credentials", "client_id": API_KEY, "client_secret": SECRET_KEY}
return str(requests.post(url, params=params).json().get("access_token"))
def get_result(taskId, access_token):
url = f"https://aip.baidubce.com/rpc/2.0/ernievilg/v1/getImg?access_token={access_token}"
payload = json.dumps({
"taskId": taskId
})
headers = {
'Content-Type': 'application/json',
'Accept': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload).json()
return response
# 接收页面传递参数
@index_ernie_vilg.route('/ernie_vilg', methods=['POST', 'GET']) # 添加路由
def ernie_vilg():
if request.method == 'POST':
try:
ernie_vilg_text = request.form.get('describe')
ernie_vilg_num = request.form.get('selected_number')
selected_style = request.form.get('selected_color')
num = int(ernie_vilg_num)
print(ernie_vilg_text, '\n=================\n', selected_style, '\n=================\n', request.form.get)
file_list = ernie_vilg_gen(ernie_vilg_text, selected_style, num)
# file_list = [f'static/images/target/{fff}' for fff in file_list]
print(file_list)
sourcefile0 = 'static/images/target/result_0.png'
sourcefile1 = 'static/images/target/result_1.png'
sourcefile2 = 'static/images/target/result_2.png'
sourcefile3 = 'static/images/target/result_3.png'
sourcefile4 = 'static/images/target/result_4.png'
sourcefile5 = 'static/images/target/result_5.png'
for filename in file_list:
print(filename)
return render_template('ernie_vilg.html', sourcefile1=sourcefile1, sourcefile2=sourcefile2,
sourcefile3=sourcefile3, sourcefile4=sourcefile4, sourcefile5=sourcefile5,
sourcefile0=sourcefile0, file_list=file_list)
except Exception as e:
print(e, "*" * 50)
return render_template('ernie_vilg.html')
return render_template('ernie_vilg.html')
# 生成
def ernie_vilg_gen(ernie_vilg_text, selected_style, num):
# 发送HTTP请求
print(f'你的API_KEY:{API_KEY}')
print(f'你的API_KEY:{SECRET_KEY}')
access_token = get_access_token()
print(f'你的token:{access_token}')
print("结果: selected_style=", selected_style)
url = "https://aip.baidubce.com/rpc/2.0/ernievilg/v1/txt2img?access_token=" + access_token
payload = json.dumps({
"text": ernie_vilg_text,
"resolution": "1024*1024",
"style": selected_style,
"num": num
})
headers = {
'Content-Type': 'application/json',
'Accept': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload).json()
print('###===###===###===###')
print(response)
print('###===###===###===###')
taskId = response['data']['taskId']
print(taskId)
time.sleep(2)
result = get_result(taskId, access_token)
print(result)
file_list = []
while result['data']['imgUrls'] == []:
time.sleep(2)
result = get_result(taskId, access_token)
print(result)
for i in range(0, len(result['data']['imgUrls'])):
url = result['data']['imgUrls'][i]['image']
urllib.request.urlretrieve(url, 'static/images/target/' + f'result_{i}.png')
return file_list
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