import io
import json
import logging
import time
from io import BytesIO

import cv2
import numpy as np
import urllib3
from PIL import Image
from minio import Minio

from app.server.utils.minio_config import MINIO_ACCESS, MINIO_SECRET, MINIO_URL, MINIO_SECURE

minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)


# 自定义 Retry 类
class CustomRetry(urllib3.Retry):
    def increment(self, method=None, url=None, response=None, error=None, **kwargs):
        # 调用父类的 increment 方法
        new_retry = super(CustomRetry, self).increment(method, url, response, error, **kwargs)
        # 打印重试信息
        logger.info(f"重试连接: {method} {url}，错误: {error}，重试次数: {self.total - new_retry.total}")
        return new_retry


logger = logging.getLogger()
timeout = urllib3.Timeout(connect=1, read=10.0)  # 连接超时 5 秒，读取超时 10 秒
http_client = urllib3.PoolManager(
    num_pools=10,  # 设置连接池大小
    maxsize=10,
    timeout=timeout,
    cert_reqs='CERT_REQUIRED',  # 需要证书验证
    retries=CustomRetry(
        total=5,
        backoff_factor=0.2,
        status_forcelist=[500, 502, 503, 504],
    ),
)


#  获取图片
def oss_get_image(oss_client, path, data_type):
    # cv2 默认全通道读取
    bucket = path.split("/", 1)[0]
    object_name = path.split("/", 1)[1]
    image_object = None
    try:
        image_data = oss_client.get_object(bucket_name=bucket, object_name=object_name)
        if data_type == "cv2":
            image_bytes = image_data.read()
            image_array = np.frombuffer(image_bytes, np.uint8)  # 转成8位无符号整型
            image_object = cv2.imdecode(image_array, cv2.IMREAD_UNCHANGED)
            if image_object.dtype == np.uint16:
                image_object = (image_object / 256).astype('uint8')
        else:
            data_bytes = BytesIO(image_data.read())
            image_object = Image.open(data_bytes)
    except Exception as e:
        logger.warning(f"获取图片出现异常 ######: {e}")
    return image_object


def oss_upload_image(oss_client, bucket, object_name, image_bytes):
    req = None
    try:
        req = oss_client.put_object(bucket_name=bucket, object_name=object_name, data=io.BytesIO(image_bytes), length=len(image_bytes), content_type='image/png')
    except Exception as e:
        logger.warning(f"上传图片出现异常 ######: {e}")
    return req


# def upload_json_to_minio_sync(
#         minio_client: Minio,
#         bucket_name: str,
#         object_name: str,
#         data: list
# ) -> str:
#     """
#     将 Python 字典转换为 JSON 字符串，并上传到 MinIO。
#
#     :param minio_client: 已初始化的 MinIO 客户端实例。
#     :param bucket_name: 目标 Bucket 名称。
#     :param object_name: 目标文件路径/名称 (e.g., 'data/report.json')。
#     :param data: 要上传的 Python 字典数据。
#     :return: 成功返回 True，失败返回 False。
#     """
#     try:
#         # 1. 将 Python 字典序列化为 JSON 字符串
#         json_string = json.dumps(data, ensure_ascii=False, indent=2)
#         # 2. 将 JSON 字符串编码为字节流 (bytes)
#         json_bytes = json_string.encode('utf-8')
#
#         # 3. 创建 BytesIO 对象，用于从内存读取数据
#         data_stream = io.BytesIO(json_bytes)
#
#         # 4. 使用 put_object 上传数据流
#         minio_client.put_object(
#             bucket_name,
#             object_name,
#             data_stream,
#             length=len(json_bytes),
#             content_type='application/json; charset=utf-8'  # 设置正确的 MIME 类型
#         )
#         logger.info(f"✅ JSON file uploaded successfully to {bucket_name}/{object_name}")
#         return f'{bucket_name}/{object_name}'
#
#     except Exception as e:
#         logger.error(f"❌ An unexpected error occurred: {e}")
#         return False


if __name__ == '__main__':
    # url = "lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg"
    # url = "lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg"
    # url = "lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg"
    url = [
        'lanecarford/lc_stylist_agent_outfit_items/zhhtest20251121/4b595d3b-5d3d-4617-ae09-5fca92d935f7.jpg',
        'lanecarford/lc_stylist_agent_outfit_items/zhhtest20251121/6d0d7540-5b61-45f2-a1fa-5cb1c7a3d0fa.jpg',
        'lanecarford/lc_stylist_agent_outfit_items/zhhtest20251121/a4e51ccb-9b95-4718-8153-92ee0a39d0c8.jpg',
        'lanecarford/lc_stylist_agent_outfit_items/zhhtest20251121/cbebbcf6-cca2-4460-9f9f-d0b1000dc2cd.jpg'
    ]
    read_type = "1"
    for id, i in enumerate(url):
        img = oss_get_image(minio_client, i, read_type)
        img = oss_get_image(oss_client=minio_client, path=i, data_type=read_type)
        if read_type == "cv2":
            cv2.imshow("", img)
            cv2.waitKey(0)
        else:
            img.show()
            img.save(f"{time.time()}.png")